diff --git a/homework/JosephWeller/HW6_7/Joseph_Weller_HW06+7.ipynb b/homework/JosephWeller/HW6_7/Joseph_Weller_HW06+7.ipynb new file mode 100644 index 0000000..e367814 --- /dev/null +++ b/homework/JosephWeller/HW6_7/Joseph_Weller_HW06+7.ipynb @@ -0,0 +1,812 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# ASTR 596: FDS Homework 6+7: Gaussian Processes (200 pts)\n", + "\n", + "### This is a double HW set so you get extra time - until reading day (May 4th, 2023) at noon to do it. \n", + "### After that, it's finals time. \n", + "\n", + "\n", + "# P1. Gaussian Processes\n", + "\n", + "### Last HW, you worked on finding periodic planet signals in the light curve of Kepler-90, a star that is photometrically stable. The periodogram worked nicely because \n", + "\n", + "### a) we cleaned the light curve to squelch red noise\n", + "### b) the signals really were periodic and we could implictly make a strong assumption about the covariance between points.\n", + "\n", + "### Life gets harder when the star itself has quasi-periodic variations because it has a magnetic field and is rotating (ruh oh...) " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#%matplotlib notebook\n", + "#%pylab\n", + "\n", + "from astropy.table import Table\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import scipy.stats as st\n", + "import sklearn\n", + "import sklearn.ensemble" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Table length=14588\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
timefluxerrorquarter
float64float64float64int64
539.47101792057955221.164550781254.8912510871887216
539.49145214643075216.079589843754.8928194046020516
539.51188647180975225.433593754.8918886184692386
539.53232059719455233.1113281254.8920741081237796
539.55275482211445221.173339843754.8919644355773936
539.5731891470355220.095214843754.8915233612060556
............
905.80441434914255862.437988281254.1195983886718759
905.8248487457755863.954589843754.1187429428100599
905.8452829419335870.3496093754.1196408271789559
905.8657173378675867.270996093754.1191024780273449
905.88615163356745868.678222656254.1190190315246589
905.90658582902695864.1738281254.1198716163635259
905.92702022426245861.615722656254.1194076538085949
" + ], + "text/plain": [ + "\n", + " time flux error quarter\n", + " float64 float64 float64 int64 \n", + "----------------- ---------------- ----------------- -------\n", + "539.4710179205795 5221.16455078125 4.891251087188721 6\n", + "539.4914521464307 5216.07958984375 4.892819404602051 6\n", + "539.5118864718097 5225.43359375 4.891888618469238 6\n", + "539.5323205971945 5233.111328125 4.892074108123779 6\n", + "539.5527548221144 5221.17333984375 4.891964435577393 6\n", + " 539.573189147035 5220.09521484375 4.891523361206055 6\n", + " ... ... ... ...\n", + "905.8044143491425 5862.43798828125 4.119598388671875 9\n", + " 905.824848745775 5863.95458984375 4.118742942810059 9\n", + " 905.845282941933 5870.349609375 4.119640827178955 9\n", + " 905.865717337867 5867.27099609375 4.119102478027344 9\n", + "905.8861516335674 5868.67822265625 4.119019031524658 9\n", + "905.9065858290269 5864.173828125 4.119871616363525 9\n", + "905.9270202242624 5861.61572265625 4.119407653808594 9" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tab = Table.read('KIC2157356.txt',format='ascii')\n", + "tab['quarter'] = tab['quarter'].astype('int')\n", + "tab" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "qs = sorted(np.unique(tab['quarter']))\n", + "plt.figure()\n", + "means = []\n", + "cycle_map = {}\n", + "for i, q in enumerate(qs):\n", + " ind = tab['quarter']==q\n", + " t = tab[ind]\n", + " plt.errorbar(t['time'],t['flux'], yerr=t['error'], marker='.', linestyle='None', alpha=0.01)\n", + " meanflux = np.mean(t['flux'])\n", + " cycle_map[q] = ind\n", + " means.append(meanflux)\n", + " if i == 0:\n", + " plt.axhline(meanflux, label='m', color='grey', ls=\":\")\n", + " else:\n", + "\n", + " vmin = means[0]\n", + " vmax = meanflux\n", + "\n", + " plt.plot((t['time'][0], t['time'][0]), (vmin, vmax), label=rf'$c_{i}$', color=f'C{i}', ls='--') \n", + " \n", + "plt.xlabel('Time')\n", + "plt.ylabel('Flux')\n", + "plt.legend(frameon=False);\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### As you can see there is some kind of periodic singal, but it's not perfectly regular. There is also the usual offsets between Kepler photometry in different cycles.\n", + "\n", + "### You'll need four parameters to describe constants ($m, c_1, c_2, c_3$) to renormalize the flux to the first cycle, illustrated in the figure above. \n", + "### $m$ specifies the mean of the Gaussian process, while $c_1, c_2, c_3$ are nuisance parameters. \n", + "\n", + "### You know how to implement a model with one common zeropoint and multiple offsets - this was what you did on your midterm.\n", + "\n", + "\n", + "### You'll also need some model to describe the quasi-periodic oscillations. There's no good way to write down a model in real for these in real space because stellar magnetic fields are incredibly complicated. \n", + "\n", + "### Instead we'll write down a model for the covariance between the observations and use a Gaussian process to model the star. You can model quasi-periodic correlation structure as something periodic + something that varies the periodicity smoothly:\n", + "\n", + "## $$k(t_i, t_j) = A\\cdot \\exp\\left(-\\Gamma_1\\cdot \\sin^2\\left(\\frac{\\pi}{P}|t_i - t_j|\\right) - \\frac{|t_i-t_j|^2}{\\lambda}) \\right) $$\n", + "\n", + "### This is another 4 parameters, ($A, \\Gamma_1, P, \\lambda$) parameters for a total of 8: ($m, c_1, c_2, c_3, A, \\Gamma_1, P, \\lambda$)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "
\n", + "\n", + "### Q1: To implement the GP correlations, use the `george` package to construct this quasi-periodic kernel\n", + "https://george.readthedocs.io/en/latest/user/kernels/\n", + "\n", + "\n", + "### In particular, you should be able to combine `ExpSine2Kernel` and `ExpSquaredKernel` to get a model for the quasi-periodic oscillations. (20 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dropping hw6 see below for hw7 work\n" + ] + } + ], + "source": [ + "print('dropping hw6 see below for hw7 work')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q2: To implement the full model, read how to use `george`'s modeling protocol: (20 pts)\n", + "https://george.readthedocs.io/en/latest/tutorials/model/" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dropping hw6 see below for hw7 work\n" + ] + } + ], + "source": [ + "print('dropping hw6 see below for hw7 work')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q3: With your model and likelihood constructured, write down priors on the parameters (you should be able to estimate from the plots) (20 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dropping hw6 see below for hw7 work\n" + ] + } + ], + "source": [ + "print('dropping hw6 see below for hw7 work')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q4: Use `emcee` to optimize the model parameters and hyper-parameters, **using only every 10th sample in time**\n", + "### (Don't go overboard with the number of walkers or steps) (20 pts)\n", + "https://george.readthedocs.io/en/latest/tutorials/hyper/ may help " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dropping hw6 see below for hw7 work\n" + ] + } + ], + "source": [ + "print('dropping hw6 see below for hw7 work')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q5: Plot your posterior model over the data after correcting for the offsets, showing the points you used to condition the GP in red, and the remaining data in black. (20 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dropping hw6 see below for hw7 work\n" + ] + } + ], + "source": [ + "print('dropping hw6 see below for hw7 work')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# P2. Random Forests\n", + "\n", + "For this work, we'll use the datasets produced by [Dey et al. (2022)](https://ui.adsabs.harvard.edu/abs/2022MNRAS.515.5285D/abstract), who trained a deep capsule network on postage stamps of SDSS galaxies to predict photometric redshifts. \n", + "\n", + "We're not going to use a deep capsule network on postage stamps, but we can use tabular data. This won't be as performant, but it's still instructive to see how well we can do with a simple random forest. Dey et al. have done an excellent job making their data available - http://d-scholarship.pitt.edu/42023/ (all of it)\n", + "\n", + "You will need the [training set](http://d-scholarship.pitt.edu/42023/9/cat_train.csv) and the [test set](http://d-scholarship.pitt.edu/42023/8/cat_test.csv).\n", + "\n", + "I suggest reading through Sec. 2 of the paper to get some sense of what the data is. Importantly, the data includes columns for photometric redshift already. You can't use these to train your random forest (duh.). I've limited the number of columns you can use to a set defined below. If you use more than these (e.g. the GalaxyZoo parameters) you might get better performance at the cost of a smaller training sample because you've also got to filter missing data. " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "train_cols = ['dered_petro_u', 'dered_petro_g', 'dered_petro_r', 'dered_petro_i', 'dered_petro_z',\\\n", + " 'petroMagErr_u', 'petroMagErr_g', 'petroMagErr_r', 'petroMagErr_i', 'petroMagErr_z',\\\n", + " 'v_disp', 'sersicN_r', 'petroR90_r']\n", + "#pred_cols = ['bestObjID', 'z', 'zErr', 'zphot', 'dzphot']\n", + "# removing best object ID since that's just the name\n", + "pred_cols = ['z', 'zErr', 'zphot', 'dzphot']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q6. Pre-process the data\n", + "\n", + "All ML work involves some amount of cleaning and pre-processing the data.\n", + "Filter data that have `zphot_reliable` == `True`, and have redshifts and photo-zs >= 0. \n", + "Next filter any entries in the `train_cols` that have any value that is > 5 $\\times$ the nomrally-scaled Median Absolute Deviation (as described in Sec 2.3) (`scipy.stats.median_abs_deviation` is your friend). \n", + "Your pre-processed training data should have 357397 entries.\n", + "Make a hexbin plot of `zphot` vs `z` for the training data (to avoid plotting that many points) but replicate Fig. 3 in Dey et al. \n", + "(35 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " imageID specObjID bestObjID class \\\n", + "0 604197 3109758158738843648 1237668333638516913 GALAXY \n", + "1 410863 1559448938690406400 1237662664284438746 GALAXY \n", + "2 352194 1888165532671174656 1237662499464675448 GALAXY \n", + "3 391105 1109072471920764928 1237663543139959665 GALAXY \n", + "4 33174 507800681206278144 1237651249878597774 GALAXY \n", + "... ... ... ... ... \n", + "413215 163794 933472216362805248 1237657606427115859 GALAXY \n", + "413216 2942 345812102876784640 1237648704593330407 GALAXY \n", + "413217 10230 301908603076372480 1237648722828198080 GALAXY \n", + "413218 301804 1937748846054500352 1237661949200302413 GALAXY \n", + "413219 160515 1006650218101368832 1237657595688059046 GALAXY \n", + "\n", + " subClass z zErr objID type \\\n", + "0 NaN 0.115187 0.000022 1237668333638516913 3 \n", + "1 NaN 0.130501 0.000023 1237662664284438746 3 \n", + "2 STARBURST 0.135090 0.000006 1237662499464675448 3 \n", + "3 NaN 0.224838 0.000050 1237663543139959665 3 \n", + "4 STARFORMING 0.180001 0.000012 1237651249878597774 3 \n", + "... ... ... ... ... ... \n", + "413215 NaN 0.068819 0.000029 1237657606427115859 3 \n", + "413216 NaN 0.102469 0.000021 1237648704593330407 3 \n", + "413217 NaN 0.097740 0.000022 1237648722828198080 3 \n", + "413218 NaN 0.033959 0.000014 1237661949200302413 3 \n", + "413219 NaN 0.040637 0.000010 1237657595688059046 3 \n", + "\n", + " flags ... p_dk P_disk P_edge_on P_bar_GZ2 \\\n", + "0 35253360136720 ... 0.094 2.002438e-06 0.000882 0.006050 \n", + "1 103347785728 ... NaN 1.579445e-07 0.434940 0.001006 \n", + "2 68987912704 ... 0.080 3.629266e-05 0.393671 0.015625 \n", + "3 35253360132368 ... 0.158 1.203650e-03 0.171578 0.001327 \n", + "4 2450547277824 ... 0.109 4.230215e-04 0.000493 0.008908 \n", + "... ... ... ... ... ... ... \n", + "413215 68988043776 ... 0.143 8.809507e-04 0.004825 0.001832 \n", + "413216 35253360136208 ... 0.069 2.408648e-07 0.102996 0.001373 \n", + "413217 35255507619856 ... 0.091 5.508738e-02 0.011437 0.074087 \n", + "413218 35253360136720 ... 0.039 6.966625e-05 0.079195 0.126760 \n", + "413219 35253360136208 ... 0.000 2.975413e-02 0.021821 0.235166 \n", + "\n", + " P_bulge P_cigar P_merg P_bar_Nair10 TT_pred P_S0 \n", + "0 0.881993 0.002938 0.114075 0.348058 -1.870139 0.917128 \n", + "1 0.848765 0.352186 0.049307 0.214841 -2.130526 0.864439 \n", + "2 0.003221 0.961169 0.009676 0.255024 3.664025 0.996161 \n", + "3 0.235339 0.477329 0.727791 0.370840 -0.272969 0.815209 \n", + "4 0.051623 0.074105 0.031973 0.249713 0.258085 0.956782 \n", + "... ... ... ... ... ... ... \n", + "413215 0.341333 0.000163 0.062108 0.240102 -1.975903 0.929764 \n", + "413216 0.967661 0.000316 0.573898 0.102444 -2.340441 0.818810 \n", + "413217 0.732646 0.000677 0.983481 0.325126 -1.425996 0.677585 \n", + "413218 0.561732 0.523639 0.251242 0.263267 -1.844626 0.847763 \n", + "413219 0.962262 0.552131 0.389143 0.454696 -1.686107 0.839427 \n", + "\n", + "[357716 rows x 121 columns]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "Train_data = pd.read_csv('cat_train.csv')\n", + "Test_data = pd.read_csv('cat_test.csv')\n", + "#print(Train_data['zphot_reliable'])\n", + "#print(Train_data)\n", + "Train_clean = Train_data.loc[(Train_data['zphot_reliable'] == True) & (Train_data['zphot'] >= 0) & (Train_data['z'] >= 0)]\n", + "#print(Train_clean)\n", + "\n", + "for label in train_cols:\n", + " #print(label)\n", + " MAD = 5 * 1.4826*st.median_abs_deviation(Train_clean[label], nan_policy='omit')\n", + " #MAD = 5 * st.median_abs_deviation(Train_clean[label], nan_policy='omit')\n", + " #print(MAD)\n", + " Train_clean = Train_clean.loc[abs(Train_clean[label] - np.mean(Train_clean[label]) )< MAD]\n", + "\n", + "print(Train_clean)\n", + "\n", + "z_frac = (Train_clean['zphot'] - Train_clean['z'])/(1 + Train_clean['z'])\n", + "sigma_NMAD = 1.4826* np.median(np.abs(z_frac - np.median(z_frac)))\n", + "\n", + "outliers = len(z_frac[abs(z_frac)>0.05])/len(z_frac)\n", + "#print(outliers)\n", + "\n", + "x_line = np.array([0, 0.4])\n", + "y_line_t = 1.05*x_line+0.05\n", + "y_line_b = 0.95*x_line-0.05\n", + "\n", + "plt.hexbin(Train_clean['z'], Train_clean['zphot'], mincnt=1, gridsize=(350,350))\n", + "plt.xlabel('z')\n", + "plt.ylabel('zphot')\n", + "plt.xlim([0,0.4])\n", + "plt.ylim([0,0.4])\n", + "\n", + "plt.colorbar()\n", + "\n", + "plt.plot(x_line, x_line, color='grey')\n", + "plt.plot(x_line, y_line_t, color='grey', ls='--')\n", + "plt.plot(x_line, y_line_b, color='grey', ls='--')\n", + "\n", + "plt.text(0.03, 0.37, 'sigma_NMAD = '+str(round(sigma_NMAD,6)))\n", + "plt.text(0.03, 0.35, 'f_outlier = '+str(round(outliers, 6)))\n", + "plt.text(0.03, 0.33, 'del_z/(1+z_spec) = '+str(round(np.mean(z_frac), 6)))\n", + "\n", + "plt.show()\n", + "#plt.close_event()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q7. Train the forest(s)\n", + "\n", + "Using `n_estimators` (i.e. number of trees) in (5, 20, 50, 200, 500), train a random forest. You can use all the cores your CPU has with `n_jobs=-1`. Limit the maximum number of features at each branch with `sqrt`. Use the inverse variance of the redshifts as your sample weights. Plot the `oob_score` vs the number of trees. For each of the forests you trained, make a plot of the feature importances. (35 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/josephweller/anaconda3/envs/fds/lib/python3.10/site-packages/sklearn/ensemble/_forest.py:584: UserWarning: Some inputs do not have OOB scores. This probably means too few trees were used to compute any reliable OOB estimates.\n", + " warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.0039645008701302276\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/josephweller/anaconda3/envs/fds/lib/python3.10/site-packages/sklearn/ensemble/_forest.py:584: UserWarning: Some inputs do not have OOB scores. This probably means too few trees were used to compute any reliable OOB estimates.\n", + " warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.7236939215034841\n", + "0.7519353458230996\n", + "0.7650639654700762\n", + "0.767421035520899\n" + ] + } + ], + "source": [ + "from sklearn.ensemble import RandomForestRegressor\n", + "\n", + "n_vals = [5, 20, 50, 200, 500]\n", + "oob_score_store = []\n", + "feat_imp = []\n", + "tree_store = []\n", + "for i in range(len(n_vals)):\n", + " clf = RandomForestRegressor(n_estimators = n_vals[i], n_jobs=-1, max_features='sqrt', oob_score=True)\n", + " clf.fit(Train_clean[train_cols], Train_clean[pred_cols], sample_weight=(1/Train_clean['zErr'])**2)\n", + " tree_store.append(clf)\n", + " print(clf.oob_score_)\n", + " oob_score_store.append(clf.oob_score_)\n", + " feat_imp.append(clf.feature_importances_)\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.0039645008701302276, 0.7236939215034841, 0.7519353458230996, 0.7650639654700762, 0.767421035520899]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print(oob_score_store)\n", + "plt.plot(n_vals, oob_score_store)\n", + "plt.xlabel('Trees')\n", + "plt.ylabel('oob_score')\n", + "plt.show()\n", + "#plt.close()\n", + "for i in range(len(feat_imp)):\n", + " n_features = len(train_cols)\n", + " plt.bar(range(n_features), feat_imp[i])\n", + " ax = plt.gca()\n", + " ax.set_xticks(range(n_features))\n", + " ax.set_xticklabels(list(train_cols))\n", + " fig = plt.gcf()\n", + " fig.autofmt_xdate()\n", + " plt.title('Trees = '+str(n_vals[i]))\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q8. Test.\n", + "\n", + "Pick your best performing forest from Q7. Load the test data (remember to apply any cuts you did to the training data). Use your random forest to predict the photo-z. Replicate Fig. 3 and Fig. 4 with your photo-z prediction *and* the photo-z prediction from SDSS included in the file. (30 pts, 10 pts for prediction, 10 for the two figures)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 500 trees gave the highest oob score\n", + "\n", + "# Clean Test data\n", + "Test_clean = Test_data.loc[(Test_data['zphot_reliable'] == True) & (Test_data['zphot'] >= 0) & (Test_data['z'] >= 0)]\n", + "for label in train_cols:\n", + " #print(label)\n", + " MAD = 5 * 1.4826*st.median_abs_deviation(Test_clean[label], nan_policy='omit')\n", + " #print(MAD)\n", + " Test_clean = Test_clean.loc[abs(Test_clean[label] - np.mean(Test_clean[label]) )< MAD]\n", + " \n", + "clf_best = tree_store[4]\n", + "y_predict = clf_best.predict(Test_clean[train_cols])\n", + "#print(y_predict)\n", + "\n", + "# Figure 3\n", + "# y_predict[:,2] is the photo-z\n", + "\n", + "z_frac_pred = (y_predict[:,2] - Test_clean['z'])/(1 + Test_clean['z'])\n", + "sigma_NMAD_pred = 1.4826* np.median(np.abs(z_frac_pred - np.median(z_frac_pred)))\n", + "\n", + "outliers_pred = len(z_frac[abs(z_frac_pred)>0.05])/len(z_frac_pred)\n", + "\n", + "#plt.hexbin(y_predict[:,0], y_predict[:,2], mincnt=1, gridsize=(350,350))\n", + "plt.hexbin(Test_clean['z'], y_predict[:,2], mincnt=1, gridsize=(350,350))\n", + "plt.xlabel('z')\n", + "plt.ylabel('zphot')\n", + "plt.title('Tree predicted values')\n", + "plt.xlim([0,0.4])\n", + "plt.ylim([0,0.4])\n", + "plt.colorbar()\n", + "\n", + "plt.plot(x_line, x_line, color='grey')\n", + "plt.plot(x_line, y_line_t, color='grey', ls='--')\n", + "plt.plot(x_line, y_line_b, color='grey', ls='--')\n", + "\n", + "plt.text(0.03, 0.37, 'sigma_NMAD = '+str(round(sigma_NMAD_pred,6)))\n", + "plt.text(0.03, 0.35, 'f_outlier = '+str(round(outliers_pred, 6)))\n", + "plt.text(0.03, 0.33, 'del_z/(1+z_spec) = '+str(round(np.mean(z_frac_pred), 6)))\n", + "\n", + "plt.show()\n", + "\n", + "z_frac = (Test_clean['zphot'] - Test_clean['z'])/(1 + Test_clean['z'])\n", + "sigma_NMAD = 1.4826* np.median(np.abs(z_frac - np.median(z_frac)))\n", + "\n", + "outliers = len(z_frac[abs(z_frac)>0.05])/len(z_frac)\n", + "\n", + "plt.hexbin(Test_clean['z'], Test_clean['zphot'], mincnt=1, gridsize=(350,350))\n", + "plt.xlabel('z')\n", + "plt.ylabel('zphot')\n", + "plt.title('SDSS data values')\n", + "plt.xlim([0,0.4])\n", + "plt.ylim([0,0.4])\n", + "plt.colorbar()\n", + "\n", + "plt.plot(x_line, x_line, color='grey')\n", + "plt.plot(x_line, y_line_t, color='grey', ls='--')\n", + "plt.plot(x_line, y_line_b, color='grey', ls='--')\n", + "\n", + "plt.text(0.03, 0.37, 'sigma_NMAD = '+str(round(sigma_NMAD,6)))\n", + "plt.text(0.03, 0.35, 'f_outlier = '+str(round(outliers, 6)))\n", + "plt.text(0.03, 0.33, 'del_z/(1+z_spec) = '+str(round(np.mean(z_frac), 6)))\n", + "\n", + "plt.show()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlQAAAHFCAYAAAA0SmdSAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAB43ElEQVR4nO3deXQUVd7G8W93Z4GEpAVCEiIQQHYIyqIQUEBZZEdxRAeNigzqqCgKOqCO4jgDiCPgO46IiKCA4oqiYAaURfZNIiDIIjskhCUkrFm67/tHk5aQAAlZKsvzOadPd1fdrn6qxOSXurdu2YwxBhERERG5anarA4iIiIiUdCqoRERERPJJBZWIiIhIPqmgEhEREcknFVQiIiIi+aSCSkRERCSfVFCJiIiI5JMKKhEREZF8UkElIiIikk8qqETKiNWrV3PnnXdSo0YN/P39CQsLIzo6mqFDh2Zp16FDB2w2GzabDbvdTlBQEHXq1OHuu+/miy++wO12Z9v26dOnef3117n++usJDg4mKCiI6667jn79+rFkyZIsbbdu3UpMTAy1a9emXLlyhISE0Lx5c5588klSUlKuat9GjhyJzWa7qs9+/PHHTJgw4ao+W5SmTZuGzWZjz549VkcRkRz4WB1ARArf3Llz6d27Nx06dGDs2LFUrVqV+Ph41q1bx6xZs3jzzTeztK9duzYzZ84EPMXS7t27+frrr7n77ru55ZZb+Pbbb3E6nQC4XC66dOnCpk2beO6557jpppsA2LFjB99++y1Lly6lffv2AGzYsIG2bdvSsGFDXn75ZWrWrMnRo0f55ZdfmDVrFsOGDSM4OLgIj4ynoNq8eTNDhgwp0u8VkVLGiEip165dO3PdddeZ9PT0bOtcLleW9+3btzeNGzfOcTsffPCBAUy/fv28yxYuXGgA88EHH+T4mQu3/8ADD5jAwECTkpKSY1u3233FfcnJK6+8Yq72x1mPHj1MZGTkVX22KE2dOtUAZvfu3VZHEZEcqMtPpAw4duwYISEh+PhkPyltt+f+x8CAAQPo3r07n3/+OXv37vVuG6Bq1ao5fubC7R87dozg4GAqVKiQY9vcdNvNnTuXG264AX9/f2rVqsW///3vHNv997//pV27doSGhhIYGEhUVBRjx44lPT3d26ZDhw7MnTuXvXv3ers5L8zw6quv0qpVKypVqkRwcDDNmzdnypQpmCvcU37ChAnYbDZ27tyZbd3f/vY3/Pz8OHr0KAALFiygT58+VKtWjXLlylGnTh0effRR7/rLqVmzJg899FC25R06dKBDhw5ZlqWkpDBs2DBq1aqFn58f1157LUOGDOH06dNZ2n3++ee0atUKp9NJQEAAtWvX5uGHH75iFpGyTgWVSBkQHR3N6tWreeqpp1i9enWWoiKvevfujTGGpUuXAtCyZUt8fX15+umnmTlzJvHx8ZfNER8fz3333ceSJUs4e/Zsnr77xx9/pE+fPgQFBTFr1izeeOMNPvvsM6ZOnZqt7e+//07//v2ZPn063333HQMHDuSNN97g0Ucf9bZ55513aNu2LeHh4axcudL7yLRnzx4effRRPvvsM7766iv69u3L4MGDee211y6b8/7778fPz49p06ZlWe5yuZgxYwa9evUiJCTEmzM6OpqJEycyf/58Xn75ZVavXs3NN9+cr/9OFzpz5gzt27fnww8/5KmnnuL777/nb3/7G9OmTfP+9wRYuXIl99xzD7Vr12bWrFnMnTuXl19+mYyMjALJIVKqWXyGTESKwNGjR83NN99sAAMYX19f06ZNGzN69Ghz8uTJLG0v1+VnjDHff/+9Aczrr7/uXTZlyhRToUIF7/arVq1qHnjgAfPTTz9l+ey5c+fMHXfc4W3ncDhMs2bNzIsvvmgSExOvuB+tWrUyERER5uzZs95lKSkpplKlSpft8nO5XCY9Pd189NFHxuFwmOPHj3vX5bbLL3Mb//jHP0zlypWv2D3Zt29fU61atSxdnvPmzTOA+fbbb3P8jNvtNunp6Wbv3r0GMN988413XU5dfpGRkebBBx/Mtp327dub9u3be9+PHj3a2O12s3bt2iztvvjiCwOYefPmGWOM+fe//20Ac+LEicvum4hkpzNUImVA5cqVWbp0KWvXrmXMmDH06dOH7du3M2LECKKionLVvZTJ5NDd9fDDD3PgwAE+/vhjnnrqKapXr86MGTNo3749b7zxhredv78/s2fPZsuWLYwfP557772XI0eO8K9//YuGDRuybdu2S37v6dOnWbt2LX379qVcuXLe5UFBQfTq1Stb+w0bNtC7d28qV66Mw+HA19eXBx54AJfLxfbt23O1rwsXLqRTp044nU7vNl5++WWOHTtGYmLiZT87YMAADhw4wA8//OBdNnXqVMLDw+nWrZt3WWJiIo899hjVq1fHx8cHX19fIiMjAc8VkQXhu+++o0mTJtxwww1kZGR4H7fffjs2m43FixcDcOONNwLQr18/PvvsMw4ePFgg3y9SFqigEilDWrZsyd/+9jc+//xzDh06xDPPPMOePXsYO3ZsrreROXYqIiIiy3Kn08mf//xn3nrrLVavXs3GjRsJCwvjxRdf5MSJE1naNmzYkCFDhjBjxgz27dvHuHHjOHbsGH//+98v+b1JSUm43W7Cw8Ozrbt42b59+7jllls4ePAgb731lreY/O9//wuQq67GNWvW0KVLFwAmT57M8uXLWbt2LS+++GKuttGtWzeqVq3q7Y5MSkpizpw5PPDAAzgcDgDcbjddunThq6++4vnnn+fHH39kzZo1rFq1Ktc5c+Pw4cNs3LgRX1/fLI+goCCMMd6Cul27dnz99ddkZGTwwAMPUK1aNZo0acInn3xSIDlESjNNmyBSRvn6+vLKK68wfvx4Nm/enOvPzZkzB5vNRrt27S7brnHjxtx7771MmDCB7du3e6dTuJjNZuOZZ57hH//4x2VzVKxYEZvNRkJCQrZ1Fy/7+uuvOX36NF999ZX3bA9AXFzcZTNfaNasWfj6+vLdd99lOSP29ddf5+rzDoeDmJgY/u///o8TJ07w8ccfk5qayoABA7xtNm/ezC+//MK0adN48MEHvctzGsyek3LlypGamppt+dGjR71jtABCQkIoX748H3zwQY7bubBtnz596NOnD6mpqaxatYrRo0fTv39/atasSXR0dK5yiZRFOkMlUgZcaqB4ZpfSxWebLmXq1Kl8//33/PnPf6ZGjRqA58q9tLS0HNv/9ttvWbZ/qRyHDh0iJSXlsjkCAwO56aab+Oqrrzh37px3+cmTJ/n222+ztM28Us/f39+7zBjD5MmTs23X398/xzNBNpsNHx8f79kk8Jwxmj59+iUzXmzAgAGcO3eOTz75hGnTphEdHU2DBg0umxNg0qRJudp+zZo12bhxY5Zl27dvz9Z12rNnT37//XcqV65My5Ytsz1q1qyZbdv+/v60b9+e119/HfB0oYrIpekMlUgZcPvtt1OtWjV69epFgwYNcLvdxMXF8eabb1KhQgWefvrpLO3Pnj2bpdtp165dfP3113z33Xe0b9+ed99919t20aJFPP3009x33320adOGypUrk5iYyCeffEJsbKy36wjgkUce4cSJE9x11100adIEh8PBb7/9xvjx47Hb7fztb3+77H689tprdO3alc6dOzN06FBcLhevv/46gYGBHD9+3Nuuc+fO+Pn58ec//5nnn3+ec+fOMXHiRJKSkrJtMyoqiq+++oqJEyfSokUL7HY7LVu2pEePHowbN47+/fvzyCOPcOzYMf79739nK34up0GDBkRHRzN69Gj279/Pe++9l239ddddx/DhwzHGUKlSJb799lsWLFiQq+3HxMRw//338/jjj3PXXXexd+9exo4dS5UqVbK0GzJkCF9++SXt2rXjmWeeoWnTprjdbvbt28f8+fMZOnQorVq14uWXX+bAgQN07NiRatWqceLECd566y18fX29k7OKyCVYOyZeRIrCp59+avr372/q1q1rKlSoYHx9fU2NGjVMTEyM2bJlS5a27du3916FB5jAwEBTu3Zt86c//cl8/vnn2SYC3b9/v3nppZdM27ZtTXh4uPHx8TFBQUGmVatW5j//+Y/JyMjwtv3f//5nHn74YdOoUSPjdDqNj4+PqVq1qunbt69ZuXJlrvZlzpw5pmnTpsbPz8/UqFHDjBkzJseJPb/99ltz/fXXm3Llyplrr73WPPfcc94rFBctWuRtd/z4cfOnP/3JXHPNNcZms2XZzgcffGDq169v/P39Te3atc3o0aPNlClT8jTB5nvvvWcAU758eZOcnJxt/ZYtW0znzp1NUFCQqVixorn77rvNvn37DGBeeeUVb7ucrvJzu91m7Nixpnbt2qZcuXKmZcuWZuHChdmu8jPGmFOnTpmXXnrJ1K9f3/j5+Rmn02mioqLMM888YxISEowxxnz33XemW7du5tprrzV+fn4mNDTUdO/e3SxdujRX+ypSltmMucIMdSIiIiJyWRpDJSIiIpJPKqhERERE8kkFlYiIiEg+qaASERERyScVVCIiIiL5pIJKREREJJ80sWcuud1uDh06RFBQkHd2YxERESnejDGcPHmSiIgI7PbCO4+kgiqXDh06RPXq1a2OISIiIldh//793rs2FAYVVLkUFBQEeP6DBAcHW5xGREREciMlJYXq1at7f48XFhVUuZTZzRccHKyCSkREpIQp7OE6GpQuIiIikk8qqERERETySQWViIiISD6poBIRERHJJxVUIiIiIvmkgkpEREQkn1RQiYiIiOSTCioRERGRfFJBJSIiIpJPKqhERERE8kkFlYiIiEg+qaASERERyScVVCIiIiL5pIJKREREJJ9UUImIiIjkk4/VAUREikrN4XPz/Jk9Y3oUQhIRKW10hkpEREQkn1RQiYiIiOSTCioRERGRfFJBJSIiIpJPKqhERERE8kkFlYiIiEg+adoEEZHL0FQLIpIbOkMlIiIikk8qqERERETySQWViIiISD6poBIRERHJJxVUIiIiIvmkgkpEREQkn1RQiYiIiOSTCioRERGRfFJBJSIiIpJPxaagGj16NDabjSFDhniXGWMYOXIkERERlC9fng4dOvDrr79m+VxqaiqDBw8mJCSEwMBAevfuzYEDB7K0SUpKIiYmBqfTidPpJCYmhhMnThTBXomIiEhZUCwKqrVr1/Lee+/RtGnTLMvHjh3LuHHjePvtt1m7di3h4eF07tyZkydPetsMGTKE2bNnM2vWLJYtW8apU6fo2bMnLpfL26Z///7ExcURGxtLbGwscXFxxMTEFNn+iYiISOlmeUF16tQp7rvvPiZPnkzFihW9y40xTJgwgRdffJG+ffvSpEkTPvzwQ86cOcPHH38MQHJyMlOmTOHNN9+kU6dONGvWjBkzZrBp0yZ++OEHALZu3UpsbCzvv/8+0dHRREdHM3nyZL777ju2bdtmyT6LiIhI6WJ5QfXEE0/Qo0cPOnXqlGX57t27SUhIoEuXLt5l/v7+tG/fnhUrVgCwfv160tPTs7SJiIigSZMm3jYrV67E6XTSqlUrb5vWrVvjdDq9bXKSmppKSkpKloeIiIhITnys/PJZs2bx888/s3bt2mzrEhISAAgLC8uyPCwsjL1793rb+Pn5ZTmzldkm8/MJCQmEhoZm235oaKi3TU5Gjx7Nq6++mrcdEhERkTLJsjNU+/fv5+mnn2bGjBmUK1fuku1sNluW98aYbMsudnGbnNpfaTsjRowgOTnZ+9i/f/9lv1NERETKLssKqvXr15OYmEiLFi3w8fHBx8eHJUuW8H//93/4+Ph4z0xdfBYpMTHRuy48PJy0tDSSkpIu2+bw4cPZvv/IkSPZzn5dyN/fn+Dg4CwPERERkZxYVlB17NiRTZs2ERcX5320bNmS++67j7i4OGrXrk14eDgLFizwfiYtLY0lS5bQpk0bAFq0aIGvr2+WNvHx8WzevNnbJjo6muTkZNasWeNts3r1apKTk71tRERy4ksG/qRZHUNESgDLxlAFBQXRpEmTLMsCAwOpXLmyd/mQIUMYNWoUdevWpW7duowaNYqAgAD69+8PgNPpZODAgQwdOpTKlStTqVIlhg0bRlRUlHeQe8OGDenatSuDBg1i0qRJADzyyCP07NmT+vXrF+Eei0hxF0oSze07vI8o227O4scDacPZaK6zOp6IFGOWDkq/kueff56zZ8/y+OOPk5SURKtWrZg/fz5BQUHeNuPHj8fHx4d+/fpx9uxZOnbsyLRp03A4HN42M2fO5KmnnvJeDdi7d2/efvvtIt8fESk+fMmgkW2Pt3hqZt9JNdvRbO38SWea3+vcnfYKv5trLUgqIiWBzRhjrA5REqSkpOB0OklOTtZ4KpFioubwublua8dNJ/t6Wtq30+z82adytvQsbVzGxjZTgw3uOvzsrsuvpiZjfN/jBvsu4k0l/pT6CgepcsXv2jOmR573RUQKR1H9/i7WZ6hERArKeN936OPIOvfccVOBDe66/Oyuy8+mLhvdtTlN+SxtHkr7G5/5/YN69oNM9xtNv7RXOIqzKKOLSAmggkpESr0e9lX0cawgw9j51HUr69112WDqstuEA5efhuUEQcSkjeBL/5HUtifwod8Y/pz2EikEFk14ESkRLJ8pXUSkMIWQzGu+HwDwX9cdvJgxkK/c7dhtqnKlYirTYSpxX9oLHDFOGtv38r7fvylHaiGmFpGSRgWViJRihn/6fkAl2ym2uCN5O+OOq97SXhPOA2nDSTEB3GTfxkTfCfiSUXBRRaREU0ElIqVWb/sKujrWkm4cDE1/jPR8jnLYaiIZkPYcZ40ftzp+4U3fidhxF1BaESnJVFCJSKlUhST+4TsNgP/LuJOtJrJAtrve1OfR9GdIMw56O1byqs80QBdLi5R1KqhEpBQyjPZ9n2tsp9norsVEV+8C3fpP7ut5Jv0J3MZGjM8PDPX5vEC3LyIljwoqESl17rIvpZNjA6nGh2Hpj5FRCBc0z3W35sWMhwEY7PM1f3Hkfk4sESl9NG2CiJQq4RzjFd+PAJiQ8Se2m+qF9l2fuDri5DTDfWfxku9MUgjgM9eteZpwNJMmAxUp2XSGSkRKEcMY3/cJtp0hzn0d77kKv0h519WbdzN6ATDa53262tdc4RMiUhqpoBKRUuMex2I6OH4h1fgyNP0xXDiu+JmCMCbjXj7JuBWHzfCW79vcbN9UJN8rIsWHCioRKRWu5Qgv+cwA4I2MfkV8I2MbL2YM5DtXK/xtGUzw/S/+pBXh94uI1VRQiUgpYHjd9z2CbGdZ567HB65uRZ7AjZ1n0x/ngAkhxJZCX8fSIs8gItZRQSUiJd59jh+52fErZ40fz6U/ituiH21p+PJBhqeY+4tjHjZN+ilSZqigEpESrbrtMC/4zARgbMY95+/RZ51PXR1IMQFcZ4/nNvsGS7OISNFRQSUiJZYNN2/4vkegLZXV7gZMc91udSROU56PXR0BeMRHc1OJlBUqqESkxHrAsYDW9q2cNv4MS38UU0x+pE3NuJ1046CV/Teut+20Oo6IFIHi8dNHRCSvjv3OcJ9PABid0Z/9JsziQH84TCXmuNsAMMhnnsVpRKQoqKASkZLH7YKvH6e8LY3lrsbMPN/FVpy8n9EdgG721VSzHbE4jYgUNhVUIlLybP4K9q/ilCnH3zIeKTZdfRfaaiL5yRWFw2Z42PG91XFEpJAVv59CIiJXsn4qAJMzenDAVLE4zKVNPn/rm3sciwjmlMVpRKQwqaASkZLl6A7Yuxxsdj51dbA6zWUtdUex1V2dQFsq/R0LrY4jIoVIBZWIlCw/f+h5rtOZBCpbm+WKbLyf4TlLNcAnFl8yLM4jIoVFBZWIlBwZaRDnubKPFg9amyWX5rjbkGAqEmY7QW/7CqvjiEghUUElIiXHtrlw5ihUCIe61k/imRvp+DAtw5P1Lz5zAWNtIBEpFCqoRKTkWH++u6/Z/eDwsTZLHnzs6sgpU46G9v3cYt9kdRwRKQQqqESkZDi+G3Yt8rxuHmNtljxKIZDPzg+gH+TQ7WhESiMVVCJSMmyY7nmufStUrGlplKvxgasbLmOjnWMTDW17rY4jIgVMBZWIFH+uDNgw0/O6hAxGv9gBU4V57lZA5lgqESlNVFCJSPG3439wKgECQqB+D6vTXLXJ56dQ6G1fSTjHLE4jIgXJ0oJq4sSJNG3alODgYIKDg4mOjub77/+4RcNDDz2EzWbL8mjdunWWbaSmpjJ48GBCQkIIDAykd+/eHDhwIEubpKQkYmJicDqdOJ1OYmJiOHHiRFHsoogUhMzB6Df8GXz8rM2SDxvNdax2N8DX5uIhn/lWxxGRAmRpQVWtWjXGjBnDunXrWLduHbfddht9+vTh119/9bbp2rUr8fHx3se8eVnv3D5kyBBmz57NrFmzWLZsGadOnaJnz564XC5vm/79+xMXF0dsbCyxsbHExcURE1OyBrWKlFnJB2HnAs/r5g9ZGqUgvHf+LFV/x48EctbiNCJSUCy97rhXr15Z3v/rX/9i4sSJrFq1isaNGwPg7+9PeHh4jp9PTk5mypQpTJ8+nU6dOgEwY8YMqlevzg8//MDtt9/O1q1biY2NZdWqVbRq5Rm/MHnyZKKjo9m2bRv169cvxD0UkXzbMAOMGyJvhpA6VqfJt4XuZvzursp19njucSzmA1c3qyOJSAEoNmOoXC4Xs2bN4vTp00RHR3uXL168mNDQUOrVq8egQYNITEz0rlu/fj3p6el06dLFuywiIoImTZqwYoVnRuKVK1fidDq9xRRA69atcTqd3jYiUky5XX9c3VdCB6NfzGDnfVd3AB72+R4Hrit8QkRKAssLqk2bNlGhQgX8/f157LHHmD17No0aNQKgW7duzJw5k4ULF/Lmm2+ydu1abrvtNlJTUwFISEjAz8+PihUrZtlmWFgYCQkJ3jahoaHZvjc0NNTbJiepqamkpKRkeYhIEft9ISTvh3LXQMPeVqcpMF+5buGoCaaa7Sjd7autjiMiBcDygqp+/frExcWxatUq/vrXv/Lggw+yZcsWAO655x569OhBkyZN6NWrF99//z3bt29n7tzLX3JsjMFms3nfX/j6Um0uNnr0aO8gdqfTSfXq1a9yD0Xkqq2f5nm+/l7wLWdplIKUih8fZXjOrA/S7WhESgXLCyo/Pz/q1KlDy5YtGT16NNdffz1vvfVWjm2rVq1KZGQkO3bsACA8PJy0tDSSkpKytEtMTCQsLMzb5vDhw9m2deTIEW+bnIwYMYLk5GTvY//+/Ve7iyJyNU4ehu2xntfNS0d334VmuDpxzvjS1L6bVrbfrI4jIvlkeUF1MWOMt0vvYseOHWP//v1UrVoVgBYtWuDr68uCBQu8beLj49m8eTNt2rQBIDo6muTkZNasWeNts3r1apKTk71tcuLv7++dziHzISJFKG4muDOg2o0Q1sjqNAXuOMF84WoHwCCf7yxOIyL5ZelVfi+88ALdunWjevXqnDx5klmzZrF48WJiY2M5deoUI0eO5K677qJq1ars2bOHF154gZCQEO68804AnE4nAwcOZOjQoVSuXJlKlSoxbNgwoqKivFf9NWzYkK5duzJo0CAmTZoEwCOPPELPnj11hZ9IceV2w88feV63eMjSKIVpiqs7/R0L6eTYAEe2QRX9TBIpqSw9Q3X48GFiYmKoX78+HTt2ZPXq1cTGxtK5c2ccDgebNm2iT58+1KtXjwcffJB69eqxcuVKgoKCvNsYP348d9xxB/369aNt27YEBATw7bff4nA4vG1mzpxJVFQUXbp0oUuXLjRt2pTp06dbscsikht7lkLSbvAPhsZ3Wp2m0Ow2VVngbuF5s2aytWFEJF9sxhiNhsyFlJQUnE4nycnJ6v4TKWxfPAybv4SWD0PP8ZdsVnN4yb8nXnv7L3zo9zoEhsLQ38DuuPKHRCTXiur3d7EbQyUiZdzpY7D1W8/rUjgY/WLL3Y05YQLhdCLsW2l1HBG5SiqoRKR4+eUTcKVB1esh4gar0xS6DHxY4Drf7bflG2vDiMhVU0ElIsWHMfDz+Rshl4GzU5nmus/fyWHLHM+AfBEpcVRQiUjxsW8VHN0OvgEQdbfVaYrMCncT8HfCqQTYr5nTRUoiFVQiUnxknp1q0hfKlZ2LP9Lwhfrnb5Ksbj+REkkFlYgUD2dPwK9fe143f8jCIBZpfIfneau6/URKIhVUIlI8bPocMs5CaCOo1tLqNEWv9q3gFwQpB+HgOqvTiEgeqaASEesZA+svGIx+mRuXl1q+5dTtJ1KCqaASEesd+hkObwKHPzTtZ3Ua6zTq43ne8o2nyBSREkMFlYhYb/00z3OjPhBQydIolqrTEfwqQPJ+OPiz1WlEJA9UUImItdLOwOavPK9L8Y2Qc8W3PNS73fN6y9eWRhGRvFFBJSLW2rUI0k6BswZEtrE6jfW83X5fq9tPpARRQSUi1vrt/A2OG/Qom4PRL1ans2di0xP7ID7O6jQikksqqETEOm4XbI/1vG7Q3dosxYVfANTt4nmtq/1ESgwVVCJinf2r4cwxKHcN1FB3n1dmt9+vX6vbT6SEUEElItbJ7O6r1xUcPtZmKU7qdgGf8pC0GxI2WZ1GRHJBBZWIWMOYrOOn5A/+FaBuJ89rdfuJlAgqqETEGolbPWdgHP5w3W1Wpyl+Gt3hedbVfiIlggoqEbHGtvNnp2p38JyRkazq3e4pNo/thMQtVqcRkSvQoAURscZF3X01h8+1MEwx5B8EdTp5Cs8t30BYY6sTichl6AyViBS9lENwaANg++OGwJLdhVf7iUixpoJKRIretnme5+o3QYVQa7MUZ/W7gsMPjm6DxN+sTiMil6GCSkSKXmZ3X31N5nlZ5Zx/DNjXvf1EijUVVCJStM4lw+6lnteaLuHKvFf7afoEkeJMg9JFpGjtWADudAipByF1rU5TbFxqUH4wdtb5O/BL3ELHEe/xu7kWgD1jVIyKFCc6QyUiRStz/JS6+3IlhQosdzcBoJt9jcVpRORSVFCJSNHJSPOcoQJo0NPaLCXIPHcrALo7VFCJFFcqqESk6OxZCqkpUCEMrm1hdZoSY76rJenGQSP7Xmra4q2OIyI5UEElIkUns7uvXlew68dPbiVTgZXuRgB0V7efSLGkn2giUjSMgd/OF1Tq7suzue7WAHRzrLY4iYjkRAWViBSNQxvg5CHwDYRa7axOU+LMd7Ugw9iJsu+huu2w1XFE5CKWFlQTJ06kadOmBAcHExwcTHR0NN9//713vTGGkSNHEhERQfny5enQoQO//vprlm2kpqYyePBgQkJCCAwMpHfv3hw4cCBLm6SkJGJiYnA6nTidTmJiYjhx4kRR7KKIZMrs7qvbCXzLWZulBEoiWN1+IsWYpQVVtWrVGDNmDOvWrWPdunXcdttt9OnTx1s0jR07lnHjxvH222+zdu1awsPD6dy5MydPnvRuY8iQIcyePZtZs2axbNkyTp06Rc+ePXG5XN42/fv3Jy4ujtjYWGJjY4mLiyMmJqbI91ekTPPOjq75k67W9+ev9lO3n0jxYzPGGKtDXKhSpUq88cYbPPzww0RERDBkyBD+9re/AZ6zUWFhYbz++us8+uijJCcnU6VKFaZPn84999wDwKFDh6hevTrz5s3j9ttvZ+vWrTRq1IhVq1bRqpXnh9GqVauIjo7mt99+o379+rnKlZKSgtPpJDk5meDg4MLZeZHS6vgu+L9mYHPAczshoFK2Jpea2FL+UJlk1vg/jsNmYMgmuKaG1ZFEir2i+v1dbMZQuVwuZs2axenTp4mOjmb37t0kJCTQpUsXbxt/f3/at2/PihUrAFi/fj3p6elZ2kRERNCkSRNvm5UrV+J0Or3FFEDr1q1xOp3eNjlJTU0lJSUly0NErlLmYPSabXMspiR3juFktbuh541uRSNSrFheUG3atIkKFSrg7+/PY489xuzZs2nUqBEJCQkAhIWFZWkfFhbmXZeQkICfnx8VK1a8bJvQ0Ox3sw8NDfW2ycno0aO9Y66cTifVq1fP136KlGne2dHV3ZdfmZN8qqASKV7yXFDt3r27QAPUr1+fuLg4Vq1axV//+lcefPBBtmzZ4l1vs9mytDfGZFt2sYvb5NT+StsZMWIEycnJ3sf+/ftzu0sicqHTx2DfSs/rBrrdTH79z3UjbmODA2sh+cCVPyAiRSLPBVWdOnW49dZbmTFjBufOnct3AD8/P+rUqUPLli0ZPXo0119/PW+99Rbh4eEA2c4iJSYmes9ahYeHk5aWRlJS0mXbHD6c/RLjI0eOZDv7dSF/f3/v1YeZDxG5CttjwbghPEpjfgrAEa5hrTk/9jOzK1VELJfnguqXX36hWbNmDB06lPDwcB599FHWrCm4S3iNMaSmplKrVi3Cw8NZsGCBd11aWhpLliyhTZs2ALRo0QJfX98sbeLj49m8ebO3TXR0NMnJyVkyrl69muTkZG8bESlE6u4rcAtdzTwvdi64fEMRKTJ5LqiaNGnCuHHjOHjwIFOnTiUhIYGbb76Zxo0bM27cOI4cOZLrbb3wwgssXbqUPXv2sGnTJl588UUWL17Mfffdh81mY8iQIYwaNYrZs2ezefNmHnroIQICAujfvz8ATqeTgQMHMnToUH788Uc2bNjA/fffT1RUFJ06dQKgYcOGdO3alUGDBrFq1SpWrVrFoEGD6NmzZ66v8BORq5R2Bnb+6HndQAVVQVnkvsHzYvdPkH7W0iwi4nHVg9J9fHy48847+eyzz3j99df5/fffGTZsGNWqVeOBBx4gPv7KN/A8fPgwMTEx1K9fn44dO7J69WpiY2Pp3LkzAM8//zxDhgzh8ccfp2XLlhw8eJD58+cTFBTk3cb48eO544476NevH23btiUgIIBvv/0Wh8PhbTNz5kyioqLo0qULXbp0oWnTpkyfPv1qd11EcmvXYsg4C84ani4/KRDbTTUIrgYZ52DPMqvjiAj5mIdq3bp1fPDBB8yaNYvAwEAefPBBBg4cyKFDh3j55Zc5efJkgXYFWk3zUIlchW+egA0zoNVj0O31yzbVPFR5s6ftAlg/FW56BLq/YXUckWKr2M5DNW7cOKKiomjTpg2HDh3io48+Yu/evfzzn/+kVq1atG3blkmTJvHzzz8XRl4RKSncLtgW63ldX1f3Fbi65+ff2zHfc+NpEbGUT14/MHHiRB5++GEGDBjgvRLvYjVq1GDKlCn5DiciJdj+NXDmKJS7BiJ1AUiBq9UOHH6QtAeO7YSQulYnEinT8lxQ7dix44pt/Pz8ePDBB68qkIiUEr9953mudzs4fK3NUhr5V4DItrBrkecslQoqEUvluctv6tSpfP7559mWf/7553z44YcFEkpESjhjLpguQd19hebCbj8RsVSeC6oxY8YQEhKSbXloaCijRo0qkFAiUsId2ea5IbLDH+p0tDpN6ZVZUO1ZDqmnrM0iUsbluaDau3cvtWrVyrY8MjKSffv2FUgoESnhMrv7arcH/6DLt5WrV/k6qFgL3Omwe4nVaUTKtDwXVKGhoWzcuDHb8l9++YXKlSsXSCgRKeEyu/s0mWfhstnU7SdSTOS5oLr33nt56qmnWLRoES6XC5fLxcKFC3n66ae59957CyOjiJQkKfFwcD1gg3rdrE5T+nkLqgWaPkHEQnm+yu+f//wne/fupWPHjvj4eD7udrt54IEHNIZKRP44O1WtJQRd+gbkUkBqtgWf8pByEBK3QFhjqxOJlEl5Lqj8/Pz49NNPee211/jll18oX748UVFRREZGFkY+ESlp1N1XtHzLe+ak2vE/T7efCioRS+S5oMpUr1496tWrV5BZRKSkSzsDu5d6Xqu7r+jU7Xy+oFoANz9jdRqRMinPBZXL5WLatGn8+OOPJCYm4na7s6xfuHBhgYUTkRJmzzJwpYKzOlSpb3WasqOu54by7FsFZ09A+WusTCNSJuW5oHr66aeZNm0aPXr0oEmTJthstsLIJSIl0c4Fnuc6nTxXoEnRqFgTQurD0W2emdMb32l1IpEyJ88F1axZs/jss8/o3l2zH4vIRXZcUFBJ0arb2VNQ7ViggkrEAnmeNsHPz486deoURhYRKcmO/Q5Ju8Hu65nQU4rWhdMnXDQUQ0QKX54LqqFDh/LWW29hNN+JiFxo5w+e5xqtNTu6FWpEg18FOJ0ICb9YnUakzMlzl9+yZctYtGgR33//PY0bN8bXN+td5L/66qsCCyciJUhmd1/mAGkpWj5+ULuD57Y/OxZARDOrE4mUKXkuqK655hruvFP98yJygfSzsOf8dAl1OlNz+Fxr85RVdbucL6jmQ/vnrU4jUqbkuaCaOnVqYeQQkZJsz3LIOAfB10JoQ2C31YnKpsyzgwfWweljEKj7q4oUlTyPoQLIyMjghx9+YNKkSZw8eRKAQ4cOcerUqQINJyIlhKZLKB6CIyAsCjDwu+YEFClKeS6o9u7dS1RUFH369OGJJ57gyJEjAIwdO5Zhw4YVeEARKQE0fqr4yPxvsGO+tTlEypg8F1RPP/00LVu2JCkpifLly3uX33nnnfz4448FGk5ESoDju+D472D3gVqaLsFymdMn7PwB3C5rs4iUIVd1ld/y5cvx8/PLsjwyMpKDBw8WWDARKSF2nv9DqnprKBdsbRaBajdCOSecPQ4Hf4bqN1qdSKRMyPMZKrfbjcuV/a+eAwcOEBSkuWdEyhxvd59mRy8WHD5wXUfPa3X7iRSZPBdUnTt3ZsKECd73NpuNU6dO8corr+h2NCJlTfo52P2T53UdjZ8qNryzpqugEikqee7yGz9+PLfeeiuNGjXi3Llz9O/fnx07dhASEsInn3xSGBlFpLjauxwyzkJQBIQ1tjqNZMq8l2J8HJw8DEFhlsYRKQvyXFBFREQQFxfHJ598ws8//4zb7WbgwIHcd999WQapi0gZkHm7mTodNV1CcVKhCkQ0h0M/e/4bNbvP6kQipV6eCyqA8uXL8/DDD/Pwww8XdB4RKUk0XULxVbeLp6DaMV8FlUgRyHNB9dFHH112/QMPPHDVYUSkBEnaA8d2gM3huYecFC91u8CSMfD7InClg8P3yp8RkauW54Lq6aefzvI+PT2dM2fO4OfnR0BAgAoqkbIi8+xU9Vaey/SleIloBgEhcOYo7F8DNdtanUikVMvzVX5JSUlZHqdOnWLbtm3cfPPNeR6UPnr0aG688UaCgoIIDQ3ljjvuYNu2bVnaPPTQQ9hstiyP1q1bZ2mTmprK4MGDCQkJITAwkN69e3PgwIFsuWNiYnA6nTidTmJiYjhx4kRed19EMmXOP6XpEoonu/2Pwem62k+k0F3VvfwuVrduXcaMGZPt7NWVLFmyhCeeeIJVq1axYMECMjIy6NKlC6dPn87SrmvXrsTHx3sf8+bNy7J+yJAhzJ49m1mzZrFs2TJOnTpFz549s8yX1b9/f+Li4oiNjSU2Npa4uDhiYmKufqdFyrKMVE2XUBJ4b0OzwNocImXAVQ1Kz4nD4eDQoUN5+kxsbGyW91OnTiU0NJT169fTrl0773J/f3/Cw8Nz3EZycjJTpkxh+vTpdOrk+WtsxowZVK9enR9++IHbb7+drVu3Ehsby6pVq2jVqhUAkydPJjo6mm3btlG/fv085RYp8/augPTTUCEcwqOsTlMm1Rw+94ptnLj42d+GI/FXood/xMoxGpIhUljyXFDNmTMny3tjDPHx8bz99tu0bZu/Pvrk5GQAKlWqlGX54sWLCQ0N5ZprrqF9+/b861//IjQ0FID169eTnp5Oly5dvO0jIiJo0qQJK1as4Pbbb2flypU4nU5vMQXQunVrnE4nK1asyLGgSk1NJTU11fs+JSUlX/smUqp4p0vopOkSirFkKvCzqcuNtu10cMQBKqhECkueC6o77rgjy3ubzUaVKlW47bbbePPNN686iDGGZ599lptvvpkmTZp4l3fr1o27776byMhIdu/ezd///nduu+021q9fj7+/PwkJCfj5+VGxYsUs2wsLCyMhIQGAhIQEbwF2odDQUG+bi40ePZpXX331qvdHpFTT7WZKjEWuG7jRvp1b7XFWRxEp1fJcULnd7sLIwZNPPsnGjRtZtmxZluX33HOP93WTJk1o2bIlkZGRzJ07l759+15ye8YYbBf85WzL4a/oi9tcaMSIETz77LPe9ykpKVSvXj3X+yNSap3YB0e3nZ8u4Var08gVLHbfwPN8Rlv7Zs/YNx9/qyOJlEoFMig9vwYPHsycOXNYtGgR1apVu2zbqlWrEhkZyY4dOwAIDw8nLS2NpKSkLO0SExMJCwvztjl8+HC2bR05csTb5mL+/v4EBwdneYgIF0yXcBOUv8bSKHJlW0wkh801BNpSPWPfRKRQ5PkM1YVnba5k3Lhxl11vjGHw4MHMnj2bxYsXU6tWrStu89ixY+zfv5+qVasC0KJFC3x9fVmwYAH9+vUDID4+ns2bNzN27FgAoqOjSU5OZs2aNdx0000ArF69muTkZNq0aZPr/RERso6fkhLAxiLXDdzrs9hTDF+ns4oihSHPBdWGDRv4+eefycjI8A7m3r59Ow6Hg+bNm3vbXaor7UJPPPEEH3/8Md988w1BQUHe8UxOp5Py5ctz6tQpRo4cyV133UXVqlXZs2cPL7zwAiEhIdx5553etgMHDmTo0KFUrlyZSpUqMWzYMKKiorxX/TVs2JCuXbsyaNAgJk2aBMAjjzxCz549dYWfSF5kpMGuJZ7XKqhKjEXuG7iXxZ75qLqOsjqOSKmU54KqV69eBAUF8eGHH3oHgiclJTFgwABuueUWhg4dmuttTZw4EYAOHTpkWT516lQeeughHA4HmzZt4qOPPuLEiRNUrVqVW2+9lU8//ZSgoCBv+/Hjx+Pj40O/fv04e/YsHTt2ZNq0aTgcDm+bmTNn8tRTT3mvBuzduzdvv/12XndfpGzbt9IzXUJgKIQ3tTqN5NJydxPSjQPfYzvg+C6oVNvqSCKljs0YY/LygWuvvZb58+fTuHHjLMs3b95Mly5d8jwXVUmRkpKC0+kkOTlZ46mk7Jr/Eqz4D1zfH+6ceMlmuZkjSYrWJ77/JNqxBbq9Aa0esTqOSJEpqt/feR6UnpKSkuMA78TERE6ePFkgoUSkmNpxfvyUpksocRa7r/e82KlZ00UKQ54LqjvvvJMBAwbwxRdfcODAAQ4cOMAXX3zBwIEDLzuNgYiUcMkH4MhWsNk1XUIJ5C2odi+F9HPWhhEphfI8hurdd99l2LBh3H///aSnp3s24uPDwIEDeeONNwo8oIgUE5nTJVS7EQIqXb6tFDvbTHUIvhZSDsLeZbqoQKSA5fkMVUBAAO+88w7Hjh3zXvF3/Phx3nnnHQIDAwsjo4gUB97pEnQz5JLJ9kcRpZslixS4q57YMz4+nvj4eOrVq0dgYCB5HNsuIiVJRhrsWux5rfFTJVfd88WwCiqRApfngurYsWN07NiRevXq0b17d+Lj4wH4y1/+kqcpE0SkBNm/GtJOQWAVCL/e6jRytWq1B7sPHP8djv1udRqRUiXPBdUzzzyDr68v+/btIyAgwLv8nnvuITY2tkDDiUgxkXll2HUdwV4s7lglV6NcMNSI9rzO7MIVkQKR55+M8+fP5/XXX892z726deuyd+/eAgsmIsWId7oEjZ8q8dTtJ1Io8lxQnT59OsuZqUxHjx7F3193MRcpdZIPQuKvnukSrrvN6jSSX5kXFexZCulnrc0iUorkuaBq164dH330kfe9zWbD7XbzxhtvcOutmptGpNTJ7Bq6toWmSygNQhtCcDXIOAd7llmdRqTUyPM8VG+88QYdOnRg3bp1pKWl8fzzz/Prr79y/Phxli9fXhgZRcRKmeOnNF1C6WCzea7UXD/N0+2nblyRApHnM1SNGjVi48aN3HTTTXTu3JnTp0/Tt29fNmzYwHXXXVcYGUXEKq502LXE81rTJZQemcWxbkMjUmDydIYqPT2dLl26MGnSJF599dXCyiQixcX+1ZCaAgGVoWozq9NIQandHuy+cHyXZ/qEyvpjWCS/8nSGytfXl82bN2Oz2Qorj4gUJzs0XUKp5B8EkeenT9DVfiIFIs8/IR944AGmTJlSGFlEpLjZMd/zXO92a3NIwVO3n0iByvOg9LS0NN5//30WLFhAy5Yts92/b9y4cQUWTkQsdGI/JG7RdAmlVd3OsODvniv90s6AX/bpcEQk9/JcUG3evJnmzZsDsH379izr1BUoUopknp2qdpOmSyiNqjQAZ3VI3u8pqup1sTqRSImWq4Jq48aNNGnSBLvdzqJFiwo7k4gUB97uPv2iLZVsNqjTCdZP9XT76b+zSL7kagxVs2bNOHr0KAC1a9fm2LFjhRpKRCyWfvaC6RI0fqrU8t6GZj4YY20WkRIuVwXVNddcw+7duwHYs2cPbre7UEOJiMX2LIeMsxB8LYQ1tjqNFJZa7TzTJyTt8UyfICJXLVddfnfddRft27enatWq2Gw2WrZsicPhyLHtrl27CjSgiFhgx/88z3U7e7qGpHTyD4LINrB7iafbL6SO1YlESqxcFVTvvfceffv2ZefOnTz11FMMGjSIoKCgws4mIlYwBrZnFlTq7iv16nb2FFQ7FkDrv1qdRqTEyvVVfl27dgVg/fr1PP300yqoREqro9vhxF5w+Hm6hKR0q9MZ5r+k6RNE8inPE3tOnTpVxZRIaZZ5dV/Nm8G/grVZpPBVqQ/OGuBKhT1LrU4jUmLpXhIikpW6+8oWm+2PG1/rNjQiV00FlYj84Vwy7FvpeZ15Sb2UfhfehkbTJ4hcFRVUIvKHXYvBnQGV60Dl66xOI0WlVjvPmLmkPXBsp9VpREqkPN96RkRKse3nx09d1N1Xc/hcC8JIkfGv4Jk+YddiT7dfSF2rE4mUOFd1hmr69Om0bduWiIgI9u7dC8CECRP45ptvCjSciBQht1u3mynLLuz2E5E8y3NBNXHiRJ599lm6d+/OiRMncLlcgGc29QkTJhR0PhEpKvFxcDoR/CpAjTZWp5Giljlmbs8ySDttbRaREijPBdV//vMfJk+ezIsvvphltvSWLVuyadOmPG1r9OjR3HjjjQQFBREaGsodd9zBtm3bsrQxxjBy5EgiIiIoX748HTp04Ndff83SJjU1lcGDBxMSEkJgYCC9e/fmwIEDWdokJSURExOD0+nE6XQSExPDiRMn8rbzIqVZ5hVetTuAj5+lUcQCIfXgmhrgSoPdmj5BJK/yXFDt3r2bZs2aZVvu7+/P6dN5+6tmyZIlPPHEE6xatYoFCxaQkZFBly5dsmxn7NixjBs3jrfffpu1a9cSHh5O586dOXnypLfNkCFDmD17NrNmzWLZsmWcOnWKnj17es+eAfTv35+4uDhiY2OJjY0lLi6OmJiYvO6+SOmVebuZepouoUyy2dTtJ5IPeR6UXqtWLeLi4oiMjMyy/Pvvv6dRo0Z52lZsbGyW91OnTiU0NJT169fTrl07jDFMmDCBF198kb59+wLw4YcfEhYWxscff8yjjz5KcnIyU6ZMYfr06XTq5JlLZcaMGVSvXp0ffviB22+/na1btxIbG8uqVato1aoVAJMnTyY6Oppt27ZRv379vB4GkdLl1BE4+LPndR1Nl1Bm1e0M66Z4xtIZo/s4iuRBns9QPffcczzxxBN8+umnGGNYs2YN//rXv3jhhRd47rnn8hUmOTkZgEqVKgGes2EJCQl06fLHAFl/f3/at2/PihUrAM+tcNLT07O0iYiIoEmTJt42K1euxOl0eospgNatW+N0Or1tLpaamkpKSkqWh0iptXMBYCC8KQRXtTqNWCVz+oQT++DoDqvTiJQoeT5DNWDAADIyMnj++ec5c+YM/fv359prr+Wtt97i3nvvveogxhieffZZbr75Zpo0aQJAQkICAGFhYVnahoWFea8uTEhIwM/Pj4oVK2Zrk/n5hIQEQkNDs31naGiot83FRo8ezauvvnrV+yNSoniv7lN3X5nmFwiRbWHXIk+RXaWe1YlESoyrmjZh0KBB7N27l8TERBISEti/fz8DBw7MV5Ann3ySjRs38sknn2RbZ7votLMxJtuyi13cJqf2l9vOiBEjSE5O9j7279+fm90QKXlc6bBzoee1bjcjmVf76TY0InmS54Lq1Vdf5ffffwcgJCQkxzM/eTV48GDmzJnDokWLqFatmnd5eHg4QLazSImJid6zVuHh4aSlpZGUlHTZNocPH872vUeOHMl29iuTv78/wcHBWR4ipdL+1ZCaDAGV4drmVqcRq2WOodu7HFJPWZtFpATJc0H15ZdfUq9ePVq3bs3bb7/NkSNHrvrLjTE8+eSTfPXVVyxcuJBatWplWV+rVi3Cw8NZsOCPv5TS0tJYsmQJbdp45slp0aIFvr6+WdrEx8ezefNmb5vo6GiSk5NZs2aNt83q1atJTk72thEpszJvhlynE9gdl28rpV9I3T+mT9ij6RNEcivPBdXGjRvZuHEjt912G+PGjePaa6+le/fufPzxx5w5cyZP23riiSeYMWMGH3/8MUFBQSQkJJCQkMDZs2cBTzfdkCFDGDVqFLNnz2bz5s089NBDBAQE0L9/fwCcTicDBw5k6NCh/Pjjj2zYsIH777+fqKgo71V/DRs2pGvXrgwaNIhVq1axatUqBg0aRM+ePXWFn0hm105dzY4ueK7sy/y3oG4/kVy7qjFUjRs3ZtSoUezatYtFixZRq1YthgwZ4u2iy62JEyeSnJxMhw4dqFq1qvfx6aefets8//zzDBkyhMcff5yWLVty8OBB5s+fT1BQkLfN+PHjueOOO+jXrx9t27YlICCAb7/9NsvEozNnziQqKoouXbrQpUsXmjZtyvTp069m90VKjxP74MhWsNmhTker00hxUeeCcVTGWJtFpITI982RAwMDKV++PH5+flkm28wNk4v/UW02GyNHjmTkyJGXbFOuXDn+85//8J///OeSbSpVqsSMGTPylE+k1Mvs7qveCspXvHxbKTtq3eKZPiF5HxzdDlV0Jl/kSq6qoNq9ezcff/wxM2fOZPv27bRr146RI0dy9913F3Q+ESlMmdMlqLuvTKg5fG6u237kW592jk2es1QqqESuKM8FVXR0NGvWrCEqKooBAwZ456ESkRIm/Szs/snzWvNPyUUWu284X1D9D9o8aXUckWIvzwXVrbfeyvvvv0/jxo0LI4+IFJXdSyHjHARfC6F5u22UlH4/upvxMtNh7wo4m6QuYZEryPOg9FGjRqmYEikNMm+GXLeL7tkm2ew14WxzVwN3hq72E8mFXJ2hevbZZ3nttdcIDAzk2WefvWzbcePGFUgwESlExsB23W5GLm++uyX17Qfgt++gaT+r44gUa7kqqDZs2EB6err3tYiUcEe2ea7gcvh7bogrkoP5rpYM9vkadvwA6efAt5zVkUSKrVwVVIsWLcrxtYiUUJndfTVv9twQVyQHm0wtCIqAk4dg9xKdzRS5jDyPoXr44YdznG/q9OnTPPzwwwUSSkQKmbr7JFds0KCH5+Vv31kbRaSYy3NB9eGHH3pvDXOhs2fP8tFHHxVIKBEpROeSYd9Kz2vNPyVXkllQbfse3C5rs4gUY7meNiElJQVjDMYYTp48Sblyf/Slu1wu5s2bR2hoaKGEFJEC9PtCMC4IqQeVal25vZRtNW8GfyecPgIH1kGNVlYnEimWcl1QXXPNNdhsNmw2G/Xq1cu23maz8eqrrxZoOBEpBNs1O7rkgcMX6nWBTZ97uv1UUInkKNcF1aJFizDGcNttt/Hll19SqVIl7zo/Pz8iIyOJiIgolJAiUkDcbth5fk4hFVSSWw16/FFQdf6H5i0TyUGuC6r27dsDnvv4Va9eHbs9z8OvRMRq8Rs8XTd+QVAj2uo0UlLU6eS5WfLxXZ4pN0IbWJ1IpNjJ861nIiMjAThz5gz79u0jLS0ty/qmTZsWTDIRKXiZ3X3XdQAfP0ujSAniHwS1O3hupv3bdyqoRHKQ54LqyJEjDBgwgO+//z7H9S6XrgIRKba8t5vRdAmSRw16nC+o5kK7YVanESl28txvN2TIEJKSkli1ahXly5cnNjaWDz/8kLp16zJnzpzCyCgiBeHkYTh0/k4HGj8leVWvG2CDQz9D8kGr04gUO3k+Q7Vw4UK++eYbbrzxRux2O5GRkXTu3Jng4GBGjx5Njx49CiOniOTXtrme54hmEBRmbRYpeYLCoPpNsH81bJsHNw2yOpFIsZLnM1SnT5/2zjdVqVIljhw5AkBUVBQ///xzwaYTkYKz5fwZ5Ia9rc0hJZd3ks951uYQKYbyXFDVr1+fbdu2AXDDDTcwadIkDh48yLvvvkvVqlULPKCIFIAzx2H3T57XjfpYm0VKrgY9Pc+7f4KzJyyNIlLc5LnLb8iQIcTHxwPwyiuvcPvttzNz5kz8/PyYNm1aQecTkYLw21zP7OhhUVD5OqvTSElV+ToIqQ9Ht8HOHyDqT1YnEik28lxQ3Xfffd7XzZo1Y8+ePfz222/UqFGDkJCQAg0nIgVkyzeeZ52dkvxq0AOWbfNMn6CCSsQr37NzBgQE0Lx5cxVTIsXV2ROwa7HntQoqya/Mbr8dCyAj1dosIsVIrs5QPfvss7ne4Lhx4646jIgUgu2x4E6HKg2gSvb7cIrkSUQzCKoKJ+M9Y6nqdrY6kUixkKuCasOGDbnamE33dxIpftTdJwXJbof63WHdFE+3nwoqESCXBdWiRYsKO4eIFIbUk7DzR89rFVRSUBr0OF9QzYMe4z1FlkgZl+dB6Zl27tzJ77//Trt27ShfvjzGGJ2hEilutv8PXKlQuQ6ENgKg5vC5FoeSEq/mLeAfDKcT4eA6z4SfImVcnv+sOHbsGB07dqRevXp0797dO4XCX/7yF4YOHVrgAUUkHy7s7tMfPFJQfPz+uH3RbyrQReAqCqpnnnkGX19f9u3bR0BAgHf5PffcQ2xsbIGGE5F8SDvtuRILNDu6FLwG3T3PKqhEgKvo8ps/fz7/+9//qFatWpbldevWZe/evQUWTETyaccCyDgL10RC1eutTiOlTZ3OYPeFYzvgyHZdQSpl3lXdy+/CM1OZjh49ir+/f4GEEpECoO4+KUzlgqF2e8/r376zNotIMZDngqpdu3Z89NFH3vc2mw23280bb7zBrbfeWqDhROQqpZ+FHfM9rxvdYWkUKcUyb5asbj+RvBdUb7zxBpMmTaJbt26kpaXx/PPP06RJE3766Sdef/31PG3rp59+olevXkRERGCz2fj666+zrH/ooYew2WxZHq1bt87SJjU1lcGDBxMSEkJgYCC9e/fmwIEDWdokJSURExOD0+nE6XQSExPDiRMn8rrrIiXH7wsh7RQEV4Nrm1udRkqr+ufHUR1cBynx1mYRsVieC6pGjRqxceNGbrrpJjp37szp06fp27cvGzZs4Lrr8nbT1dOnT3P99dfz9ttvX7JN165diY+P9z7mzZuXZf2QIUOYPXs2s2bNYtmyZZw6dYqePXvicrm8bfr3709cXByxsbHExsYSFxdHTExM3nZcpCTxdvf1VnefFJ6gcKh2o+f1tnmXbytSyuVpUHp6ejpdunRh0qRJvPrqq/n+8m7dutGtW7fLtvH39yc8PDzHdcnJyUyZMoXp06fTqVMnAGbMmEH16tX54YcfuP3229m6dSuxsbGsWrWKVq1aATB58mSio6PZtm0b9evXz/d+iBQrGamw7XvPa03mKYWtQQ84sNbT7XfjQKvTiFgmT2eofH192bx5c5FO4Ll48WJCQ0OpV68egwYNIjEx0btu/fr13iIvU0REBE2aNGHFihUArFy5EqfT6S2mAFq3bo3T6fS2yUlqaiopKSlZHiIlwq4lkJoCFcKhmiZclEKWebPk3T/BOf2clLIrz11+DzzwAFOmTCmMLNl069aNmTNnsnDhQt58803Wrl3LbbfdRmqq5w7nCQkJ+Pn5UbFixSyfCwsLIyEhwdsmNDQ027ZDQ0O9bXIyevRo75grp9NJ9erVC3DPRArRhd19uiWIFLaQuhBSz3MD7p0LrE4jYpk8z0OVlpbG+++/z4IFC2jZsiWBgYFZ1o8bN67Awt1zzz3e102aNKFly5ZERkYyd+5c+vbte8nPXXwbnJzOqF3pVjkjRozg2Wef9b5PSUlRUSXFnyv9j0vY1d0nRaV+dzi63dPt1+Quq9OIWCLPBdXmzZtp3txz1dD27duzrCvsrsCqVasSGRnJjh07AAgPDyctLY2kpKQsZ6kSExNp06aNt83hw4ezbevIkSOEhYVd8rv8/f01r5aUPLt/gnMnILAK1Ii2Oo2UArm592MzW0Vm+8PJTfMIuiMVfPSzU8qePBdUixYtKowcuXLs2DH2799P1apVAWjRogW+vr4sWLCAfv36ARAfH8/mzZsZO3YsANHR0SQnJ7NmzRpuuskznmT16tUkJyd7iy6RUmPrHM9zg55gd1ibRcqMOHMdieYaQm0nYM9SqNPJ6kgiRc7SARanTp0iLi6OuLg4AHbv3k1cXBz79u3j1KlTDBs2jJUrV7Jnzx4WL15Mr169CAkJ4c477wTA6XQycOBAhg4dyo8//siGDRu4//77iYqK8l7117BhQ7p27cqgQYNYtWoVq1atYtCgQfTs2VNX+Enp4sqAreruk6JnsLPA1cLzRpN8ShllaUG1bt06mjVrRrNmzQB49tlnadasGS+//DIOh4NNmzbRp08f6tWrx4MPPki9evVYuXIlQUFB3m2MHz+eO+64g379+tG2bVsCAgL49ttvcTj++Ot85syZREVF0aVLF7p06ULTpk2ZPn16ke+vSKHatwLOHIXylaDmzVankTJmvrul58Vv88DttjaMiAVsxhhjdYiSICUlBafTSXJyMsHBwVbHEclu7lBY+z40i4E+l54sNzdjYkTyyo901vs/RpDtLPzlR6jW0upIIkDR/f7WNdUipYHbDVu/9bxWd59YIA1fFruv97z5dba1YUQsoIJKpDTYvxpOHQZ/J9Rqb3UaKaPmuM5f6LPpc8+YPpEyRAWVSGmQOZlng+7g42dtFimzFrtv8IzhO3UYdi22Oo5IkVJBJVLSud1/TJeg7j6xUDo+EHW3580vn1gbRqSIqaASKekOroeUg+AXBLVvtTqNlHXX3+t5/u07OJdsbRaRIqSCSqSk23q+u6/e7eBbztosIhHNIKQ+ZJz7oytapAxQQSVSkhlzwc2Q1d0nxYDNBjf82fM6Tt1+UnaooBIpyeLj4MQ+8A3Q7T6k+IjqB9g8k80e3211GpEioYJKpCTLPDtVtwv4BVibRSST81qo3cHzeuOnlkYRKSoqqERKKnX3SXF2/fluv18+8fxbFSnlVFCJlFSHf4Xju8CnnOcMlUhx0rAn+FWApD2eiWdFSjkVVCIlVebZqTqdwL+CtVlELuYX+MeZ07iPrc0iUgRUUImURMbAlq89r9XdJ8VV5pxUv34N6WctjSJS2FRQiZRE+9fA0e3gUx7qdbU6jUjOIm8GZ3VITYZt86xOI1KoVFCJlEQ/f+h5btIXygVbm0XkUux2aHqP5/Uvs6zNIlLIVFCJlDRnT8DmrzyvWzxkZRKRK8vs9tv5I5w8bG0WkUKkgkqkpNn0OWSchdBGUO1Gq9OIXF5IXc+/U+Py/NsVKaVUUImUJMbA+mme180f9NzmQ6S4yzxLpW4/KcVUUImUJAd/hsObPXNPNe1ndRqR3GncFxx+cHgTJGyyOo1IofCxOoCI5MHP0zzPjfpAQCVqDp9raRyRXAmo5Lkadescz1mq8CirE4kUOJ2hEikpUk/Cpi89rzUYXUqazFvRbPwMXBnWZhEpBCqoREqKTV9A+mkIqQc1oq1OI5I3dTtDQGU4nQi/L7Q6jUiBU0ElUlJoMLqUZA5fiLrb8/qXT6zNIlIIVFCJlASH4iA+zjOwN7PrRKSkyfy3+9tcz3xqIqWICiqRkiBzZvSGvSCwsrVZRK5W1euhSkNwpf5xL0qRUkIFlUhxl3oKNp6fEFGD0aUks9n+mJMqTt1+Urpo2gSR4u7X2ZB2EirVhpq3WJ1G5LKuNJVHKCGs9Lfh2L+KdiM+YJ8JY8+YHkWUTqTw6AyVSHGnwehSiiRSkeXuJgD0dSy1OI1IwVFBJVKcJWyGg+vA7gM39Lc6jUiB+MLVDoC+9qXYcFucRqRgqKASKc4yB6M36AEVQq3NIlJA5rtbcsqUo4b9CC1t262OI1IgLC2ofvrpJ3r16kVERAQ2m42vv/46y3pjDCNHjiQiIoLy5cvToUMHfv311yxtUlNTGTx4MCEhIQQGBtK7d28OHDiQpU1SUhIxMTE4nU6cTicxMTGcOHGikPdOJJ/SzsAvn3peazC6lCLn8GeeqxUAdzl+sjiNSMGwtKA6ffo0119/PW+//XaO68eOHcu4ceN4++23Wbt2LeHh4XTu3JmTJ0962wwZMoTZs2cza9Ysli1bxqlTp+jZsycul8vbpn///sTFxREbG0tsbCxxcXHExMQU+v6J5MuWbyA1Ga6JhFodrE4jUqC+PN/t18OxGtLPWpxGJP8svcqvW7dudOvWLcd1xhgmTJjAiy++SN++fQH48MMPCQsL4+OPP+bRRx8lOTmZKVOmMH36dDp16gTAjBkzqF69Oj/88AO33347W7duJTY2llWrVtGqlecvosmTJxMdHc22bduoX79+0eysSF55B6M/AHb1zkvpssbU54AJoZrtqGeiz6g/WR1JJF+K7U/p3bt3k5CQQJcuXbzL/P39ad++PStWrABg/fr1pKenZ2kTERFBkyZNvG1WrlyJ0+n0FlMArVu3xul0etvkJDU1lZSUlCwPkSKT+BvsXwU2BzS73+o0IgXOYOdL1/lpQHQrGikFim1BlZCQAEBYWFiW5WFhYd51CQkJ+Pn5UbFixcu2CQ3NPpg3NDTU2yYno0eP9o65cjqdVK9ePV/7I5InmYPR63eDoHBrs4gUktmumz0vfl8IKYesDSOST8W2oMpku2jeHWNMtmUXu7hNTu2vtJ0RI0aQnJzsfezfvz+PyUWuUvq5P/5ib/6gtVlECtEeU5XV7gZg3LBqotVxRPKl2BZU4eGev8ovPouUmJjoPWsVHh5OWloaSUlJl21z+PDhbNs/cuRItrNfF/L39yc4ODjLQ6RIbP0WziZBcDWo09HqNCKF6t2MXp4X6z7w/LsXKaGK7a1natWqRXh4OAsWLKBZs2YApKWlsWTJEl5//XUAWrRoga+vLwsWLKBfv34AxMfHs3nzZsaOHQtAdHQ0ycnJrFmzhptuugmA1atXk5ycTJs2bSzYM5GcZd6yY5bfm7S2w/hjrXjrhViLU4kUrkXuGyC0ESRugbVToN0wqyOJXBVLC6pTp06xc+dO7/vdu3cTFxdHpUqVqFGjBkOGDGHUqFHUrVuXunXrMmrUKAICAujf3zNjtNPpZODAgQwdOpTKlStTqVIlhg0bRlRUlPeqv4YNG9K1a1cGDRrEpEmTAHjkkUfo2bOnrvCTYqeWLZ7W9q24jI3PXB2sjiNSBGxw8zPw1SBPt1/0E+Bb3upQInlmaUG1bt06br31Vu/7Z599FoAHH3yQadOm8fzzz3P27Fkef/xxkpKSaNWqFfPnzycoKMj7mfHjx+Pj40O/fv04e/YsHTt2ZNq0aTgcDm+bmTNn8tRTT3mvBuzdu/cl574SsdK9joWA56/2eCpbnEakiDTuCwtfgxP7YMMMuGmQ1YlE8sxmjDFWhygJUlJScDqdJCcnazyVFIp6w79mpf+TVLad5C9pQ/nB3cLqSCJFYs+YHrBmMswbBtfUgMEbwFFsR6RICVNUv7+L7aB0kbKms309lW0nSTAVPeNKRMqSG+6DgBDPWapfZ1udRiTPVFCJFBN/dvwIwGeu9rhwXKG1SCnjFwCtH/O8XjYe1HkiJYwKKpHi4Pgubnb8itvY+Mx165Xbi5RGN/4F/CpA4q+wY4HVaUTyRAWVSHGwbioAS91RHDBVLA4jYpHyFaHlAM/rZeOtzSKSRyqoRKx26ohn/h1guquzxWFELNb6CXD4wb4VsG+V1WlEck0FlYjVlk+A9NNsdNfiB3dzq9OIWCu4Klx/r+f1sgmWRhHJC12XKmKllEOw9n0A3szoB1z+PpUipVHmXQIy1bJdz49+Nuzbv6fLiHfZbrLfnH7PmB5FFU8kV3SGSsRKS9+EjHNQI5ol7qZWpxEpFnabqnzvvhGAR32+tTiNSO6ooBKxStJeWP+h5/VtL6GzUyJ/mJjRG4A+9hVcyxGL04hcmQoqEassGQvudKjdAWrebHUakWJls6nNT64ofGxu/uIzz+o4IlekgkrECkd3wi8fe17f9ndrs4gUUxNdnrNU9zoWUYkUi9OIXJ4KKhErLB4Nxg31ukG1llanESmWVrobEeeuTXlbGg/5xFodR+SydJWfSCG5+MqlTPVt+/je70vsNui+6Ra2XKKdiNiYmNGbSX4TeNAxn0kZvThNeatDieRIZ6hEitizPl9gtxm+c7Vii6lpdRyRYm2+uyW/u6vitJ3hz46FVscRuSQVVCJFKMq2i9sd63AZG+Mz/mR1HJFiz2DnXVcvAP7iMw8/0i1OJJIzFVQiRWioz+cAfO1uy+/mWovTiJQM37jaEm8qEW5L4g7HMqvjiORIBZVIEWlp+40Ojl9INw7eyrjL6jgiJUYavryf0Q2ARx3fYcdtcSKR7FRQiRQJwzBfz9mpz13t2WfCLM4jUrLMct3GCRPIdfZ4utjXWR1HJBsVVCJFoK19M63tW0k1Pvwn406r44iUOKcpz4euLgD81WcOGGNxIpGsVFCJFDrDsPNjpz52dSSeyhbnESmZPsy4nbPGj+vtu2D3EqvjiGShgkqkkN1m30Az+07OGH/eyehjdRyREus4wcxy3ep589O/dZZKihVN7ClSiGy4vVf2fejqwhGusTaQSAn3fkZ3+jt+xH/PUga/+BLfutvk+rN7xvQoxGRS1ukMlUgh6mZfQ2P7Xk6a8kzK6Gl1HJES7yBVvOMQX/H9iGs4aXEiEQ8VVCKFxI6bZ32+AGCKqxsnCLI4kUjpMMnVi9/c1QmxpfCiz0yr44gA6vITyZVL3Zfvcu60L6eO/RAnTCBTMroXQiqRsikdH0ak/4Uv/UZyt89PfO1uy3J3lNWxpIzTGSqRQuBDBkN8vgTg3YxenCTA4kQipcsGU5ePXJ0BGOUzhXKkWpxIyjoVVCKF4E+On4i0J3LEBHvnzhGRgvVGxj0cMpWItCcyxOcrq+NIGaeCSqSA+ZPGU+d/uL+T0YezlLM4kUjpdJryvJT+MAB/ccylsW2PtYGkTFNBJVLAnvD5mgjbcQ6ZSnzs6mh1HJFSbaG7Od+5WuNjczPG9z0cuKyOJGWUCiqRAtTKtpUnHd8A8M/0+0nFz+JEIqXfyPQHOWECibLvYYAj1uo4UkYV64Jq5MiR2Gy2LI/w8HDvemMMI0eOJCIigvLly9OhQwd+/fXXLNtITU1l8ODBhISEEBgYSO/evTlw4EBR74qUAcGcYrzff7HbDJ9mdGCeu7XVkUTKhKM4+VfGfQAM9fmc6rbDFieSsqhYF1QAjRs3Jj4+3vvYtGmTd93YsWMZN24cb7/9NmvXriU8PJzOnTtz8uQfE70NGTKE2bNnM2vWLJYtW8apU6fo2bMnLpdOC0tBMoz2fZ8I23F2ucN5NeMBqwOJlCmfu9qzwtWI8rY0/uXzAaDb0kjRKvYFlY+PD+Hh4d5HlSpVAM/ZqQkTJvDiiy/St29fmjRpwocffsiZM2f4+OOPAUhOTmbKlCm8+eabdOrUiWbNmjFjxgw2bdrEDz/8YOVuSSnTz7GYHo41pBsHT6c/yRkNRBcpYjZeyBhIqvGlnWMTd9qXWR1IyphiX1Dt2LGDiIgIatWqxb333suuXbsA2L17NwkJCXTp8scl6f7+/rRv354VK1YAsH79etLT07O0iYiIoEmTJt42l5KamkpKSkqWh0hOatsOMdLnIwD+ndGPTaa2xYlEyqY9pioTMu4C4O++06mEfm5L0SnWBVWrVq346KOP+N///sfkyZNJSEigTZs2HDt2jISEBADCwsKyfCYsLMy7LiEhAT8/PypWrHjJNpcyevRonE6n91G9evUC3DMpLXzJ4C3ftwmwpbLc1Zj3XLr5qoiVJru6s8UdSSXbKf7uO93qOFKGFOuCqlu3btx1111ERUXRqVMn5s713P7jww8/9Lax2WxZPmOMybbsYrlpM2LECJKTk72P/fv3X+VeSGk21Oczoux7OG4q8Gz6XzHF+38pkVIvAx+Gp/8Fl7Fxp2M5HexxVkeSMqJE/fQPDAwkKiqKHTt2eK/2u/hMU2JiovesVXh4OGlpaSQlJV2yzaX4+/sTHByc5SFyobb2TTzm8x0Af0t/hMNUsjiRiABsNNcx1dUVgH/6fkAA5yxOJGVBiSqoUlNT2bp1K1WrVqVWrVqEh4ezYMEC7/q0tDSWLFlCmzZtAGjRogW+vr5Z2sTHx7N582ZvG5GrUYkUxvlOBGB6RicWuFtanEhELjQu424OmBCq2Y7yrM/nVseRMsDH6gCXM2zYMHr16kWNGjVITEzkn//8JykpKTz44IPYbDaGDBnCqFGjqFu3LnXr1mXUqFEEBATQv39/AJxOJwMHDmTo0KFUrlyZSpUqMWzYMG8XopRNNYfPzecWDK/7vkeY7QTb3dd6578RkeLjDOV4MX0gH/q9zgBHLHNcbfL8//6eMRoTKblXrAuqAwcO8Oc//5mjR49SpUoVWrduzapVq4iMjATg+eef5+zZszz++OMkJSXRqlUr5s+fT1BQkHcb48ePx8fHh379+nH27Fk6duzItGnTcDgcVu2WlHD3O36gs+NnUo0PT6UP5hz+VkcSkRwscV/PbFdb7nQs53XfyfRK+ycZxfvXnpRgNmOMZj/LhZSUFJxOJ8nJyRpPVcLl5wxVPdt+5vi9RDlbOq+mxzDV1a0Ak4lIQatECj/4D6OS7RRvZ/Th3xn35PqzOkNVOhTV7+8SNYZKxEr+pPF/vm9TzpbOItf13kGvIlJ8HSeYV9M9dy540ucbHnD8z+JEUlqpoBLJpeE+n9DAvp8jJpjn0h8DLj/1hogUD9+4b+atjL4A/MP3Q3rbl1ucSEojFVQiuXCrfQMDfDx/2Q5L/ytHcVqcSETyYnzGXUzL8Nw1403fd+lg32BxIiltVFCJXEEVTvCG7yQApmR0Y4n7eosTiUje2Xg14wG+drXB1+biXd8JtLT9ZnUoKUVUUIlchg8ZvOk7kRBbClvckbyeca/VkUTkKhnsDEt/jB9dzShnS+cDv3/T0LbX6lhSSuj6USnx8j+vVM78SeMd37do59jEOePLU+lPkIZvoXyXiBSNDHx4Iv0pPrKN4Sb7Nj7yG8Of0l5hrwm3OpqUcDpDJZKDCpzhI78xdHRs4Kzx49H0Z9lpqlkdS0QKwDn8+UvaMLa4I6liS2aG72jCOG51LCnhVFCJXKQiKcz0G0Ur+2+kmPI8kDZc46ZESpkUAnkgbTi73WFUtx/hI78xODlldSwpwTSxZy5pYs/iqyC7/MI4znS/0dSzH+SYCeKBtOH8amoV2PZFpHipZjvCF34jCbclscFdh/vSXuAM5a56e5oMtPgpqt/fGkMlxUphjYfKjeq2w8z0HUUN+xHiTSXuTxvB7+Zay/KISOE7YKoQkzaCz/z+QTP7Tt71Hc9f0odpvKTkmbr8RIC6tgN84fcqNexH2OMO4+60V1RMiZQRO0w1BqQ9z2njTzvHJsb5voMdt9WxpIRRQSVlXlPb73zm9w/CbCf4zV2du9Ne5oCpYnUsESlCcaYOj6Y/S5px0NOxmn/6TAE0IkZyTwWVlGmt7Vv42O9fVLSdYoO7Dvek/Z0jVLQ6lohYYJk7iqfTn8RlbPT3WcTzPp9aHUlKEBVUUmbdat/ANN/XqWA7x3JXY+5PG0EyFayOJSIW+t7dihczBgLwuM8cxvv+l2BOW5xKSgIVVFIm9bKv4D3fcZSzpbPA1YKH05/jNOWtjiUixcAs1228mh6Dy9i407Gc7/2H09q+xepYUsxp2oRc0rQJRaMorvL7s+NH/uXzAXabYbarLc+lP0qGLngVkYs0s+1gvO871LQfxm1svOfqwbiMuwv8CkBNtVC4iur3t85QSZnhTxrDfD5ltO8U7DbD9IxOPJv+VxVTIpKjDaYu3dNG80nGrdhthsd8vuNrv5epZ9tvdTQphlRQSZnQ0b6eBX7P8aTPNwD8N6M3f88YgNH/AiJyGWcox4iMQfwlbShHTTCN7Hv51u8lBjrmYdPUCnIBdfnlkrr8ikZBd/lF2hJ42Wc6HR0bAIg3lfhn+v3Mdbcu0O8RkdIvhGRe933P+/Nkmasxw9IfI4HKRZpDXYR5oy4/kXwoRypDfT5jvt/zdHRsIM04eCejNx1T/61iSkSuylGcDEwfxgvpAzlj/LnZ8Sv/8/8bvewrrI4mxYAGj0ihseY2Moau9rW85DuDarajAPzkimJkxoPsMhEW5BGR0sXGx66OrHQ3YrzvO9xg/53/+L1NR9fPvJw+gBQCrQ4oFlGXXy6V9S4/K++xl1u1bYcY6fMh7RybADhgQngtPYb/uVsCNmvDiUip40MGT/p8zZOOr/GxuTloKjM8fRBL3VEUt585ZbmbUDdHFsmlQM4y2OdrHnbMw8/mItX4MMnVk3cy+nAOf6vjiUgplYEPEzL+xGLXDYz3/S+17IeZ7jeGze6afOjqwhxXG1LxszqmFBGNoZISy4abXvYV/Og/jMd8vsXP5uJHVzO6pI1lXEY/FVMiUiTiTB16pI1masbtnDO+NLHv4Q3f91jp/yTP+cyiKsesjihFQF1+uVTauvxKQhfepdSz7ecOx3J6O1Z4x0ntdYfyasYDLHQ3tzidiJRl13CSexyLifFZ4P35lGHszHe35MOM21ltGmBFd6C6/NTlJwJAOMfo7VjBnY7lNLTv8y5PMeV5P6MHk1w9dWpdRCx3giAmuXrxvqs7new/86Djf7RxbKG7Yw3dHWvY6q7BNNftfONqo7PopYzOUOWSzlAVvWBO09Wxhjvty2ll34rd5vmnmmYcLHbfwNeutvzobq5CSkSKtXq2/TzomE9fx1LK29IASDIV+NR1K9MzOnGQKhYnzFlpOatVVL+/VVDlUnEuqEpCcZRbfqRzqz2OOxzLuM0eh78t3btutbsBX7vaMs/VimQqWJhSRCTvgjlFP8cSHnDMp4b9CAAuY2O9qcdqd0NWuxuy3l2Xs5SzOKmHCqq8UUGVS0X1H6Q0FUe54Uc6DWz7iLLvppl9J53t63DaznjXb3NX42vXzcxxRRfbv+JERPLCjpvb7Bt40PE/bnFszrIu3TjYZGp5C6x17nqcIsCipHlXHIswFVTFjAqq/PMjnfq2/UTZd9PEtoum9t3Us+3Hz+bK0u6QqcQcVxu+cbVlq6lBcZvPRUSkoFS3HaaNfQs32bfSyv6bdyB7Jpex8aup6S2w1rjrk1KKztAXRQGmgqoQvPPOO7zxxhvEx8fTuHFjJkyYwC233JKrz17Nf5DSXBxdiT9p1LEdpKl9F1G23UTZd1E/h+IJ4LipwCZ3bTaZWixzR7Ha3UA3LRaRMqma7QitbFtpZfc8Iu2JWda7jY1tphq/m2vZZ0LZZ0LZa8LYb0KJN5Vw4bAo+dVRQVUCffrpp8TExPDOO+/Qtm1bJk2axPvvv8+WLVuoUaPGFT+f+R+k+pDPsPuXnNOvBc/g5DThtuNUtR0nzJZEVdsxwkg6/96z/Brb6Rw/nWQqsMldi02mlqeIctfiICHoLJSISHbhHOMm+2+0Pl9gXWePv2TbdOPgoAnxFlqeh6fYOmgqk0Ig7jL4x6o79Qz7J/RTQVVQWrVqRfPmzZk4caJ3WcOGDbnjjjsYPXr0FT9fWgoqO278SKcC56hgO0MFzlLBds7zzFkq2M4SxFkCbZ73QeefnbbThHGccFuS9yqVKzlhAtnkrsVmU4uN589AHTBVUPEkInJ1qnCCG+w7qWFLpIbt8PnnRKrZjuBvy7jsZ93GxknKc8JUIJlATpgKpBDICRPofZ9MIMnnn0+ZcqTixzl8STXnn/EjFV9K0s/xoiqoysQ8VGlpaaxfv57hw4dnWd6lSxdWrMjbXcIHOb6jvMMXABvm/DNZ39suXG6wYbCff7adb2e76L39gmUO3DhwYz//7LD98dq77ILXPrjws2XgRwZ+pOOL57WvzfPen4zzy9Jx2Aqmfj5uKpBgKpNgKpJgKpFgKhFPJQ6bisSbyhw2FUkhgJL0P52ISHF3hGtY4G6ZbbkNN2EkeQoseyLVzxdakbbDVLclUsWWgt1mcHImy4U/VyvV+HoLrHPG11t4ZeBDBnbc2MkwDlzYycCBCwcZ2HGRucyO6/x6gw03tvO/1f747ejO8py5jgt+W3L+t6jnCGT+djPG5l1ugLOOdP6e7z2+sjJRUB09ehSXy0VYWFiW5WFhYSQkJOT4mdTUVFJTU73vk5OTARjg/opgd8krEtLPPy500pTjNOU5bcpxmnKcOv/e+0w5TpvynKYcJ00AieYaDlORRHMNabma++lsIeyJiIjk5BDlOUQkq4jMts6HDII5TbDtDE5OE2Q77S2unJwi2HaGYNspgi9YVt6WRjnS8CeNctn+IE/DRhqe3x7FW4rb8HegsDvkykRBlclmy1oIGWOyLcs0evRoXn311WzLq48/VSjZrHHS6gAiIiJF4tixYzidzkLbfpkoqEJCQnA4HNnORiUmJmY7a5VpxIgRPPvss973J06cIDIykn379hXqf5DSLiUlherVq7N///5iN0FqSaNjWXB0LAuGjmPB0bEsOMnJydSoUYNKlSoV6veUiYLKz8+PFi1asGDBAu68807v8gULFtCnT58cP+Pv74+/f/b7LDmdTv3jLgDBwcE6jgVEx7Lg6FgWDB3HgqNjWXDs9sK9wrFMFFQAzz77LDExMbRs2ZLo6Gjee+899u3bx2OPPWZ1NBERESnhykxBdc8993Ds2DH+8Y9/EB8fT5MmTZg3bx6RkdkH74mIiIjkRZkpqAAef/xxHn/88av6rL+/P6+88kqO3YCSezqOBUfHsuDoWBYMHceCo2NZcIrqWJaZiT1FRERECkvZm4NeREREpICpoBIRERHJJxVUIiIiIvmkgkpEREQkn1RQnZeUlERMTAxOpxOn00lMTAwnTpy47GeMMYwcOZKIiAjKly9Phw4d+PXXX7O1W7lyJbfddhuBgYFcc801dOjQgbNnS+997grzWGa27datGzabja+//rrgd6CYKIzjePz4cQYPHkz9+vUJCAigRo0aPPXUU957VZYW77zzDrVq1aJcuXK0aNGCpUuXXrb9kiVLaNGiBeXKlaN27dq8++672dp8+eWXNGrUCH9/fxo1asTs2bMLK36xUtDHcvLkydxyyy1UrFiRihUr0qlTJ9asWVOYu1AsFMa/yUyzZs3CZrNxxx13FHDq4qkwjuWJEyd44oknqFq1KuXKlaNhw4bMmzcvb8GMGGOM6dq1q2nSpIlZsWKFWbFihWnSpInp2bPnZT8zZswYExQUZL788kuzadMmc88995iqVaualJQUb5sVK1aY4OBgM3r0aLN582azfft28/nnn5tz584V9i5ZprCOZaZx48aZbt26GcDMnj27kPbCeoVxHDdt2mT69u1r5syZY3bu3Gl+/PFHU7duXXPXXXcVxS4ViVmzZhlfX18zefJks2XLFvP000+bwMBAs3fv3hzb79q1ywQEBJinn37abNmyxUyePNn4+vqaL774wttmxYoVxuFwmFGjRpmtW7eaUaNGGR8fH7Nq1aqi2i1LFMax7N+/v/nvf/9rNmzYYLZu3WoGDBhgnE6nOXDgQFHtVpErjOOYac+ePebaa681t9xyi+nTp08h74n1CuNYpqammpYtW5ru3bubZcuWmT179pilS5eauLi4PGVTQWWM2bJliwGy/HBcuXKlAcxvv/2W42fcbrcJDw83Y8aM8S47d+6ccTqd5t133/Uua9WqlXnppZcKL3wxU5jH0hhj4uLiTLVq1Ux8fHypLqgK+zhe6LPPPjN+fn4mPT294HbAQjfddJN57LHHsixr0KCBGT58eI7tn3/+edOgQYMsyx599FHTunVr7/t+/fqZrl27Zmlz++23m3vvvbeAUhdPhXEsL5aRkWGCgoLMhx9+mP/AxVRhHceMjAzTtm1b8/7775sHH3ywTBRUhXEsJ06caGrXrm3S0tLylU1dfni65JxOJ61atfIua926NU6nkxUrVuT4md27d5OQkECXLl28y/z9/Wnfvr33M4mJiaxevZrQ0FDatGlDWFgY7du3Z9myZYW7QxYqrGMJcObMGf785z/z9ttvEx4eXng7UQwU5nG8WHJyMsHBwfj4lPx5ftPS0li/fn2WYwDQpUuXSx6DlStXZmt/++23s27dOtLT0y/b5nLHtaQrrGN5sTNnzpCenl7oN661SmEex3/84x9UqVKFgQMHFnzwYqiwjuWcOXOIjo7miSeeICwsjCZNmjBq1ChcLlee8qmgAhISEggNDc22PDQ0lISEhEt+BiAsLCzL8rCwMO+6Xbt2ATBy5EgGDRpEbGwszZs3p2PHjuzYsaMgd6HYKKxjCfDMM8/Qpk2bS97QujQpzON4oWPHjvHaa6/x6KOP5jNx8XD06FFcLleejkFCQkKO7TMyMjh69Ohl21xqm6VBYR3Liw0fPpxrr72WTp06FUzwYqawjuPy5cuZMmUKkydPLpzgxVBhHctdu3bxxRdf4HK5mDdvHi+99BJvvvkm//rXv/KUr1QXVCNHjsRms132sW7dOgBsNlu2zxtjclx+oYvXX/gZt9sNwKOPPsqAAQNo1qwZ48ePp379+nzwwQcFsYtFxupjOWfOHBYuXMiECRMKZocsYvVxvFBKSgo9evSgUaNGvPLKK/nYq+Int8fgcu0vXp7XbZYWhXEsM40dO5ZPPvmEr776inLlyhVA2uKrII/jyZMnuf/++5k8eTIhISEFH7aYK+h/k263m9DQUN577z1atGjBvffey4svvsjEiRPzlKvkn+O/jCeffJJ77733sm1q1qzJxo0bOXz4cLZ1R44cyVbZZsrsckpISKBq1are5YmJid7PZC5v1KhRls82bNiQffv25X5HigGrj+XChQv5/fffueaaa7J89q677uKWW25h8eLFedgb61h9HDOdPHmSrl27UqFCBWbPno2vr29ed6VYCgkJweFwZPtrNadjkCk8PDzH9j4+PlSuXPmybS61zdKgsI5lpn//+9+MGjWKH374gaZNmxZs+GKkMI7jr7/+yp49e+jVq5d3feYf8D4+Pmzbto3rrruugPfEeoX1b7Jq1ar4+vricDi8bRo2bEhCQgJpaWn4+fnlLmC+RmCVEpkDgFevXu1dtmrVqlwNAH799de9y1JTU7MMAHa73SYiIiLboPQbbrjBjBgxohD2xHqFdSzj4+PNpk2bsjwA89Zbb5ldu3YV7k5ZoLCOozHGJCcnm9atW5v27dub06dPF95OWOSmm24yf/3rX7Msa9iw4WUHrTZs2DDLssceeyzboPRu3bpladO1a9cyMSi9oI+lMcaMHTvWBAcHm5UrVxZs4GKqoI/j2bNns/087NOnj7ntttvMpk2bTGpqauHsSDFQGP8mR4wYYSIjI43L5fIumzBhgqlatWqesqmgOq9r166madOmZuXKlWblypUmKioq2yXq9evXN1999ZX3/ZgxY4zT6TRfffWV2bRpk/nzn/+c7VL/8ePHm+DgYPP555+bHTt2mJdeesmUK1fO7Ny5s8j2ragV1rG8GKX4Kj9jCuc4pqSkmFatWpmoqCizc+dOEx8f731kZGQU6f4VlszLqqdMmWK2bNlihgwZYgIDA82ePXuMMcYMHz7cxMTEeNtnXlb9zDPPmC1btpgpU6Zku6x6+fLlxuFwmDFjxpitW7eaMWPGlKlpEwryWL7++uvGz8/PfPHFF1n+/Z08ebLI96+oFMZxvFhZucqvMI7lvn37TIUKFcyTTz5ptm3bZr777jsTGhpq/vnPf+Ypmwqq844dO2buu+8+ExQUZIKCgsx9991nkpKSsrQBzNSpU73v3W63eeWVV0x4eLjx9/c37dq1M5s2bcq27dGjR5tq1aqZgIAAEx0dbZYuXVrIe2OtwjyWF2+jNBdUhXEcFy1aZIAcH7t37y6aHSsC//3vf01kZKTx8/MzzZs3N0uWLPGue/DBB0379u2ztF+8eLFp1qyZ8fPzMzVr1jQTJ07Mts3PP//c1K9f3/j6+poGDRqYL7/8srB3o1go6GMZGRmZ47+/V155pQj2xjqF8W/yQmWloDKmcI7lihUrTKtWrYy/v7+pXbu2+de//pXnPzJtxpwfnSUiIiIiV6VUX+UnIiIiUhRUUImIiIjkkwoqERERkXxSQSUiIiKSTyqoRERERPJJBZWIiIhIPqmgEhEREcknFVQikmcdOnRgyJAhuWo7bdq0bPdgLGjt2rXj448/LtTvKKluvPFGvvrqK6tjiJR6KqhEpEQ5e/YsAQEB/PbbbwB89913JCQkZLnp9HvvvUeHDh0IDg7GZrNx4sQJi9Ja7+9//zvDhw/33jxXRAqHCioRKVEWLFhA9erVadCgAQD/93//x4ABA7Db//hxdubMGbp27coLL7yQq23u2bMHm81WKHmt1qNHD5KTk/nf//5ndRSRUk0FlYhc1unTp3nggQeoUKECVatW5c0338yyPi0tjeeff55rr72WwMBAWrVqxeLFi6/qu2rWrInNZsv2uNA333xD7969ATh69Cg//PCD932mIUOGMHz4cFq3bn1VOS7WoUOHHHPt2bPnip8dOXIkNWrUwN/fn4iICJ566invupo1a/Laa6/Rv39/KlSoQEREBP/5z3+yfD45OZlHHnmE0NBQgoODue222/jll1+ytJkzZw4tW7akXLlyhISE0LdvX+86h8NB9+7d+eSTT/J3EETkslRQichlPffccyxatIjZs2czf/58Fi9ezPr1673rBwwYwPLly5k1axYbN27k7rvvpmvXruzYsSPP37V27Vri4+OJj4/nwIEDtG7dmltuucW73u12891339GnTx8Ali1bRkBAAA0bNsz/jl7GV1995c0VHx9P3759qV+/PmFhYZf93BdffMH48eOZNGkSO3bs4OuvvyYqKipLmzfeeIOmTZvy888/M2LECJ555hkWLFgAgDGGHj16kJCQwLx581i/fj3NmzenY8eOHD9+HIC5c+fSt29fevTowYYNG/jxxx9p2bJllu+46aabWLp0aQEeERHJJu/3eRaRsuLkyZPGz8/PzJo1y7vs2LFjpnz58ubpp582O3fuNDabzRw8eDDL5zp27GhGjBhhjDFm6tSpxul05vm7n3rqKRMZGWkSExO9y5YvX25CQkKMy+Uyxhgzfvx4U7t27UtuY9GiRQYwSUlJl/2u3bt3m9z+OBw3bpy55pprzLZt267Y9s033zT16tUzaWlpOa6PjIw0Xbt2zbLsnnvuMd26dTPGGPPjjz+a4OBgc+7cuSxtrrvuOjNp0iRjjDHR0dHmvvvuu2yOb775xtjtdu9xE5GCpzNUInJJv//+O2lpaURHR3uXVapUifr16wPw888/Y4yhXr16VKhQwftYsmQJv//++1V/73vvvceUKVP45ptvqFKlinf5N998Q8+ePb3jpc6ePUu5cuWu6jsaN27szdu4cWOALPuQuexC33//PcOHD+fTTz+lXr16V/yOu+++m7Nnz1K7dm0GDRrE7NmzycjIyNLmwmOb+X7r1q0ArF+/nlOnTlG5cuUs2Xbv3u09vnFxcXTs2PGyOcqXL4/b7SY1NfWKmUXk6vhYHUBEii9jzGXXu91uHA4H69evx+FwZFlXoUKFq/rOxYsXM3jwYD755BOuv/76LOvmzJnD6NGjve9DQkJISkq6qu+ZN28e6enpABw8eJAOHToQFxfnXe/r65ul/ZYtW7j33nsZM2YMXbp0ydV3VK9enW3btrFgwQJ++OEHHn/8cd544w2WLFmSbfsXyhw35na7qVq1ao5j0jKnoihfvvwVcxw/fpyAgIBctRWRq6OCSkQuqU6dOvj6+rJq1Spq1KgBQFJSEtu3b6d9+/Y0a9YMl8tFYmJilrFOV2vnzp3cddddvPDCC1kGVgPs2LGDPXv2ZClmmjVrRkJCAklJSVSsWDFP3xUZGel97ePj+VFYp06dHNseO3aMXr160bdvX5555pk8fU/58uXp3bs3vXv35oknnqBBgwZs2rSJ5s2bA7Bq1aos7VetWuW9grF58+YkJCTg4+NDzZo1c9x+06ZN+fHHHxkwYMAlM2zevNn7fSJSOFRQicglVahQgYEDB/Lcc89RuXJlwsLCePHFF71dbvXq1eO+++7jgQce4M0336RZs2YcPXqUhQsXEhUVRffu3XP9XWfPnqVXr17ccMMNPPLIIyQkJHjXhYeH880339CpUycCAgK8y5s1a0aVKlVYvnw5PXv29C5PSEggISGBnTt3ArBp0yaCgoKoUaMGlSpVyvNx6Nu3L+XLl2fkyJFZclWpUiXbmbkLTZs2DZfLRatWrQgICGD69OmUL18+SzG3fPlyxo4dyx133MGCBQv4/PPPmTt3LgCdOnUiOjqaO+64g9dff5369etz6NAh5s2bxx133EHLli155ZVX6NixI9dddx333nsvGRkZfP/99zz//PPe71i6dGmuz6qJyFWyehCXiBRvJ0+eNPfff78JCAgwYWFhZuzYsaZ9+/bm6aefNsYYk5aWZl5++WVTs2ZN4+vra8LDw82dd95pNm7caIzJ/aD0zIHhOT2MMebmm282kydPzva54cOHm3vvvTfLsldeeSXH7UydOvWy330pl8q1e/fuy+7T7NmzTatWrUxwcLAJDAw0rVu3Nj/88IN3fWRkpHn11VdNv379vMd3woQJWbaRkpJiBg8ebCIiIoyvr6+pXr26ue+++8y+ffu8bb788ktzww03GD8/PxMSEmL69u3rXXfgwAHj6+tr9u/ff9msIpI/NmOuMEhCRMRiR48epWrVquzfv5/w8PAs6w4fPkzjxo1Zv359ljM/JUHNmjUZMmRIrm/jczWee+45kpOTee+99wrtO0RE81CJSAlw/Phxxo0bl62YAggLC2PKlCns27fPgmTFX2hoKK+99prVMURKPZ2hEpEi07hxY/bu3ZvjukmTJnHfffcVcaL8mTlzJo8++miO6yIjI/n1118v+/miOEMlIkVDBZWIFJm9e/d6pyq4WFhYGEFBQUWcKH9OnjzJ4cOHc1zn6+tb4rogReTqqaASERERySeNoRIRERHJJxVUIiIiIvmkgkpEREQkn1RQiYiIiOSTCioRERGRfFJBJSIiIpJPKqhERERE8kkFlYiIiEg+/T/BFZll08xgRgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Figure 4\n", + "\n", + "#Norm_dist_data = Test_clean['zErr']/(1+Test_clean['z'])\n", + "#Norm_dist_predict = y_predict[:,2]/(1+y_predict[:,1])\n", + "Norm_dist_data = (Test_clean['zphot']-Test_clean['z'])/(1+Test_clean['z'])\n", + "Norm_dist_predict =(y_predict[:,2]-Test_clean['z'])/(1+Test_clean['z'])\n", + "\n", + "bins = np.linspace(-0.06, 0.06, 40)\n", + "scale = (0.12/40)*len(Norm_dist_predict[abs(Norm_dist_predict)<0.6])\n", + "#print(scale)\n", + "\n", + "plt.hist(Norm_dist_predict, bins=bins)\n", + "plt.title('Tree predicted values')\n", + "plt.xlabel('del_z/(1+z_spec)')\n", + "plt.ylabel('relative frequency')\n", + "plt.xlim([-0.06, 0.06])\n", + "\n", + "xvals = np.linspace(-0.06, 0.06, 40)\n", + "yvals = scale*st.norm.pdf(xvals, np.mean(Norm_dist_predict), sigma_NMAD_pred)\n", + "plt.plot(xvals,yvals)\n", + "\n", + "plt.show()\n", + "\n", + "scale = (0.12/40)*len(Norm_dist_data[abs(Norm_dist_data)<0.6])\n", + "\n", + "plt.hist(Norm_dist_data, bins=bins)\n", + "plt.title('SDSS data values')\n", + "plt.xlabel('del_z/(1+z_spec)')\n", + "plt.ylabel('relative frequency')\n", + "plt.xlim([-0.06, 0.06])\n", + "\n", + "yvals = scale*st.norm.pdf(xvals, np.mean(Norm_dist_data), sigma_NMAD)\n", + "plt.plot(xvals,yvals)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/homework/JosephWeller/HW6_7/KIC2157356.txt b/homework/JosephWeller/HW6_7/KIC2157356.txt new file mode 100644 index 0000000..5ab44ad --- /dev/null +++ b/homework/JosephWeller/HW6_7/KIC2157356.txt @@ -0,0 +1,14589 @@ +time flux error quarter +539.4710179205795 5221.16455078125 4.891251087188721 6.0 +539.4914521464307 5216.07958984375 4.892819404602051 6.0 +539.5118864718097 5225.43359375 4.891888618469238 6.0 +539.5323205971945 5233.111328125 4.892074108123779 6.0 +539.5527548221144 5221.17333984375 4.891964435577393 6.0 +539.573189147035 5220.09521484375 4.891523361206055 6.0 +539.5936232714812 5222.14208984375 4.893854141235352 6.0 +539.6140574957026 5224.57958984375 4.893648147583008 6.0 +539.6344918194518 5223.78564453125 4.894421100616455 6.0 +539.6549259432068 5231.61669921875 4.894259929656982 6.0 +539.6753601664968 5220.6865234375 4.893633842468262 6.0 +539.6957944897877 5221.1767578125 4.893622875213623 6.0 +539.7162287126048 5223.71240234375 4.8946852684021 6.0 +539.7366628351956 5220.2041015625 4.894609451293945 6.0 +539.7570971575478 5221.7158203125 4.8934807777404785 6.0 +539.7775313794409 5222.7451171875 4.894133567810059 6.0 +539.7979655013332 5224.58544921875 4.894071102142334 6.0 +539.8183998227614 5221.95654296875 4.895394802093506 6.0 +539.838833943948 5234.009765625 4.894789695739746 6.0 +539.8592682649105 5221.0576171875 4.891158580780029 6.0 +539.8797024856322 5216.453125 4.8923773765563965 6.0 +539.9001366061275 5225.3720703125 4.892318248748779 6.0 +539.9205709261587 5222.2939453125 4.892451286315918 6.0 +539.9410051461891 5216.4580078125 4.892969608306885 6.0 +539.9614392657459 5219.8212890625 4.893195629119873 6.0 +539.9818735850786 5224.25048828125 4.893740653991699 6.0 +540.0023078041704 5214.88818359375 4.893039226531982 6.0 +540.0227419228031 5224.07763671875 4.894540309906006 6.0 +540.0431762414373 5227.23828125 4.894280433654785 6.0 +540.0636104596051 5228.4267578125 4.894853115081787 6.0 +540.0840446775328 5217.3818359375 4.894943714141846 6.0 +540.1044788952349 5218.76953125 4.894562244415283 6.0 +540.124913112697 5212.4013671875 4.893524646759033 6.0 +540.1657815467042 5214.95068359375 4.893892765045166 6.0 +540.186215763475 5219.47705078125 4.893922328948975 6.0 +540.2066500797737 5227.8671875 4.894657135009766 6.0 +540.227084295846 5221.44677734375 4.894467830657959 6.0 +540.2475184116774 5216.76904296875 4.894023418426514 6.0 +540.2679527272849 5225.47216796875 4.896175861358643 6.0 +540.2883869424259 5216.63818359375 4.895997524261475 6.0 +540.3088210573333 5214.369140625 4.896141529083252 6.0 +540.3292553722349 5218.35693359375 4.895681381225586 6.0 +540.3496895866774 5222.4072265625 4.896216869354248 6.0 +540.3701237006462 5214.89990234375 4.895313739776611 6.0 +540.3905580146238 5220.8720703125 4.895748138427734 6.0 +540.4109922283678 5216.09814453125 4.895146369934082 6.0 +540.4314263416381 5214.66748046875 4.894029140472412 6.0 +540.4518606546844 5217.18798828125 4.89610481262207 6.0 +540.4722947674964 5213.22900390625 4.895731449127197 6.0 +540.4927290800697 5216.25537109375 4.896398067474365 6.0 +540.5131632921839 5222.892578125 4.897199630737305 6.0 +540.5335974042973 5217.95556640625 4.89674186706543 6.0 +540.5540317159393 5216.55078125 4.895070552825928 6.0 +540.574465927355 5217.61083984375 4.895684719085693 6.0 +540.5949001385379 5217.05908203125 4.895843982696533 6.0 +540.6153343494807 5212.01904296875 4.8963117599487305 6.0 +540.6357685601979 5221.51904296875 4.896169185638428 6.0 +540.6562027704495 5212.93994140625 4.895749092102051 6.0 +540.6766369804609 5225.02587890625 4.897115230560303 6.0 +540.6970711902468 5217.8974609375 4.895944595336914 6.0 +540.7175053997998 5213.36376953125 4.896998882293701 6.0 +540.7379397091136 5210.375 4.896181106567383 6.0 +540.7583738179674 5219.2861328125 4.897007942199707 6.0 +540.7788081268227 5213.31982421875 4.896083831787109 6.0 +540.7992423352043 5211.826171875 4.895425319671631 6.0 +540.8196764433596 5213.4794921875 4.896745681762695 6.0 +540.8401107512764 5213.46044921875 4.895123481750488 6.0 +540.8605449589668 5214.1708984375 4.897132873535156 6.0 +540.8809790661908 5215.2490234375 4.89549446105957 6.0 +540.9014133731835 5221.4453125 4.897830009460449 6.0 +540.9218475799353 5224.07080078125 4.8971428871154785 6.0 +540.9422816864608 5211.81591796875 4.897022724151611 6.0 +540.9627159927477 5217.53466796875 4.897524356842041 6.0 +540.9831501988083 5218.3564453125 4.897166728973389 6.0 +541.0035843044025 5207.20263671875 4.897072792053223 6.0 +541.0240186097653 5208.7529296875 4.894843101501465 6.0 +541.0444528148873 5211.47509765625 4.897841930389404 6.0 +541.0648871197845 5206.826171875 4.896744251251221 6.0 +541.0853212244401 5211.31201171875 4.8964457511901855 6.0 +541.126189632836 5206.005859375 4.895673751831055 6.0 +541.1466238365683 5210.021484375 4.895411491394043 6.0 +541.1670580400605 5212.91162109375 4.8964691162109375 6.0 +541.1874922433271 5211.21484375 4.8959760665893555 6.0 +541.2079264461208 5216.49951171875 4.895586967468262 6.0 +541.2283606489218 5222.2724609375 4.897108554840088 6.0 +541.2487948512571 5217.85498046875 4.895817756652832 6.0 +541.2692290533596 5216.1162109375 4.897392749786377 6.0 +541.289663255222 5210.236328125 4.895978927612305 6.0 +541.3100975568595 5223.0693359375 4.898825168609619 6.0 +541.3305316580227 5210.94189453125 4.897177696228027 6.0 +541.3509659591946 5211.87109375 4.897460460662842 6.0 +541.3714001599001 5220.220703125 4.898230075836182 6.0 +541.391834260372 5211.1201171875 4.897754669189453 6.0 +541.4122685606053 5205.55322265625 4.897641181945801 6.0 +541.4327027603795 5208.66796875 4.8976545333862305 6.0 +541.4531368601456 5210.662109375 4.897927284240723 6.0 +541.4940053585306 5217.513671875 4.898743152618408 6.0 +541.5144394573726 5218.5849609375 4.898568630218506 6.0 +541.5348737557433 5209.69873046875 4.897822380065918 6.0 +541.5553079541205 5221.4150390625 4.899723529815674 6.0 +541.5757421520248 5215.65869140625 4.898690223693848 6.0 +541.5961763497035 5219.40283203125 4.898460865020752 6.0 +541.6166105471493 5212.3681640625 4.898789882659912 6.0 +541.6370447443551 5208.38330078125 4.898849964141846 6.0 +541.6779131378498 5206.8837890625 4.898705959320068 6.0 +541.698347434125 5211.97802734375 4.899057388305664 6.0 +541.7187815301731 5209.68408203125 4.898737907409668 6.0 +541.7392157259892 5209.24755859375 4.898847579956055 6.0 +541.7596500213331 5211.82568359375 4.898627281188965 6.0 +541.7800842166835 5202.23681640625 4.898011207580566 6.0 +541.8005183115674 5206.75244140625 4.898565769195557 6.0 +541.8209526062128 5200.77001953125 4.8982253074646 6.0 +541.8413867006311 5213.5390625 4.898551940917969 6.0 +541.8618208948174 5200.1552734375 4.897091388702393 6.0 +541.8822551885314 5216.6328125 4.9005126953125 6.0 +541.9026892820184 5204.90771484375 4.8975701332092285 6.0 +541.9231234752733 5206.10888671875 4.897862911224365 6.0 +541.9435577682889 5205.80517578125 4.897514343261719 6.0 +541.9639918610774 5220.60791015625 4.899232864379883 6.0 +541.9844261534017 5208.7783203125 4.897810459136963 6.0 +542.004860345718 5202.87060546875 4.897446632385254 6.0 +542.0252944375752 5208.46923828125 4.898268222808838 6.0 +542.0457287292011 5210.3916015625 4.8988037109375 6.0 +542.0661629205861 5210.89111328125 4.898695945739746 6.0 +542.0865970115119 5205.8876953125 4.897988319396973 6.0 +542.1070313022065 5207.4384765625 4.898669242858887 6.0 +542.127465492893 5213.513671875 4.898103713989258 6.0 +542.1683338728835 5213.2109375 4.89807653427124 6.0 +542.1887680626387 5213.39306640625 4.899004936218262 6.0 +542.2092022519355 5211.431640625 4.898679733276367 6.0 +542.229636541233 5214.88232421875 4.899797439575195 6.0 +542.2500706300561 5199.875 4.898548603057861 6.0 +542.2705049184224 5212.8818359375 4.898663520812988 6.0 +542.2909391067806 5208.52001953125 4.898960113525391 6.0 +542.3113731946796 5199.3232421875 4.89788818359375 6.0 +542.3318074825802 5211.99658203125 4.8996357917785645 6.0 +542.3522416700143 5209.8671875 4.899730682373047 6.0 +542.3726757569748 5198.5966796875 4.898708343505859 6.0 +542.393110043944 5203.67578125 4.89911413192749 6.0 +542.4339783169416 5207.2666015625 4.899343490600586 6.0 +542.4544126029796 5204.99755859375 4.898716449737549 6.0 +542.4748467885511 5201.7587890625 4.898601055145264 6.0 +542.4952808741145 5203.97314453125 4.898621559143066 6.0 +542.5157151592211 5197.6767578125 4.898139953613281 6.0 +542.5361492443262 5209.7978515625 4.900256156921387 6.0 +542.5565835289599 5201.74267578125 4.89894437789917 6.0 +542.5770177133672 5209.2421875 4.899559497833252 6.0 +542.5974517973082 5212.77490234375 4.899479866027832 6.0 +542.6178860812433 5203.666015625 4.9000630378723145 6.0 +542.6383202647194 5211.1484375 4.8998003005981445 6.0 +542.6587544479553 5210.17138671875 4.900010585784912 6.0 +542.6791886309657 5202.35693359375 4.899810314178467 6.0 +542.6996228135104 5208.08935546875 4.8999762535095215 6.0 +542.7200569960551 5192.2421875 4.898226261138916 6.0 +542.7404911781268 5208.6865234375 4.899490833282471 6.0 +542.760925359973 5199.94580078125 4.898625373840332 6.0 +542.7813595415791 5200.3056640625 4.898190498352051 6.0 +542.8222279038746 5205.0634765625 4.900021553039551 6.0 +542.8630963649994 5200.47802734375 4.8998589515686035 6.0 +542.883530445215 5209.9619140625 4.899960041046143 6.0 +542.9039647249592 5206.615234375 4.900017261505127 6.0 +542.92439890471 5207.47998046875 4.899965286254883 6.0 +542.9448329839943 5211.36767578125 4.900426864624023 6.0 +542.96526726304 5207.55615234375 4.900267601013184 6.0 +542.9857014418594 5209.13427734375 4.900382041931152 6.0 +543.0061355202124 5203.1240234375 4.899759769439697 6.0 +543.0265697985596 5210.57421875 4.900242328643799 6.0 +543.0470039764477 5199.07470703125 4.899752616882324 6.0 +543.067438154103 5205.31884765625 4.899662494659424 6.0 +543.0878723312853 5211.48779296875 4.901232719421387 6.0 +543.1083065084749 5206.81640625 4.900172233581543 6.0 +543.1287406851989 5195.953125 4.898388385772705 6.0 +543.1491748616827 5209.56591796875 4.899041175842285 6.0 +543.169609037941 5200.81201171875 4.898437976837158 6.0 +543.1900432139664 5205.74072265625 4.901010990142822 6.0 +543.2104773897518 5207.24560546875 4.90078067779541 6.0 +543.2309115650787 5199.79931640625 4.9001641273498535 6.0 +543.2513457401728 5193.08984375 4.899673938751221 6.0 +543.2717799150269 5200.78759765625 4.9003005027771 6.0 +543.2922140896553 5205.89892578125 4.900930404663086 6.0 +543.3126483638189 5209.24658203125 4.901057243347168 6.0 +543.3330824377408 5197.91552734375 4.900578498840332 6.0 +543.353516611438 5210.25244140625 4.900849342346191 6.0 +543.3943849581265 5206.74462890625 4.900079727172852 6.0 +543.4148191308923 5212.88818359375 4.90181303024292 6.0 +543.435253403426 5203.43994140625 4.901232719421387 6.0 +543.4556874757182 5203.35107421875 4.900641918182373 6.0 +543.4761217477862 5211.63427734375 4.9018731117248535 6.0 +543.4965559196135 5195.96875 4.899898052215576 6.0 +543.5169899909815 5204.4375 4.900808811187744 6.0 +543.5374242621183 5200.11865234375 4.900699138641357 6.0 +543.5578584330215 5203.36767578125 4.901119709014893 6.0 +543.5782925036838 5199.91162109375 4.900871276855469 6.0 +543.5987267738892 5213.8505859375 4.90373420715332 6.0 +543.6191609440866 5206.06787109375 4.9016313552856445 6.0 +543.6395951138256 5196.826171875 4.899896144866943 6.0 +543.660029283099 5204.45751953125 4.902605056762695 6.0 +543.6804634523724 5202.08251953125 4.900404453277588 6.0 +543.7008976211728 5214.01220703125 4.904163837432861 6.0 +543.7213317899805 5208.9140625 4.9005351066589355 6.0 +543.7417659583152 5201.439453125 4.9002485275268555 6.0 +543.7622001261916 5200.85986328125 4.901158332824707 6.0 +543.782634294068 5203.72314453125 4.900153160095215 6.0 +543.8030684614787 5199.01611328125 4.899554252624512 6.0 +543.8235027288829 5195.33447265625 4.898550033569336 6.0 +543.8439368955951 5217.8134765625 4.9033708572387695 6.0 +543.8643709622993 5199.1318359375 4.901912212371826 6.0 +543.8848052287794 5209.94677734375 4.901808261871338 6.0 +543.9052392947924 5213.70947265625 4.903465747833252 6.0 +543.9256734605733 5203.75634765625 4.901104927062988 6.0 +543.9461077261149 5202.30224609375 4.9008660316467285 6.0 +543.9665417911965 5202.2041015625 4.900276184082031 6.0 +543.9869759562716 5199.72607421875 4.901233673095703 6.0 +544.0074102208891 5211.67724609375 4.90407133102417 6.0 +544.0278442852723 5211.6767578125 4.90391731262207 6.0 +544.0482784494234 5203.5810546875 4.9015793800354 6.0 +544.0687127131023 5207.681640625 4.903392791748047 6.0 +544.1095810400002 5194.80908203125 4.900694370269775 6.0 +544.1300152027543 5204.09912109375 4.903058052062988 6.0 +544.1504493655084 5218.1103515625 4.904709339141846 6.0 +544.1708835277896 5213.1044921875 4.90195894241333 6.0 +544.191317690078 5204.85791015625 4.9009575843811035 6.0 +544.2117518519008 5203.4189453125 4.901391983032227 6.0 +544.2321860132506 5204.94482421875 4.901884078979492 6.0 +544.2526201746077 5212.55712890625 4.903689861297607 6.0 +544.2730543354992 5201.5380859375 4.903754711151123 6.0 +544.2934885961513 5207.42919921875 4.904106616973877 6.0 +544.3139226565763 5200.8681640625 4.901833534240723 6.0 +544.3343568167693 5206.6298828125 4.902921676635742 6.0 +544.3547910764901 5200.4970703125 4.902085781097412 6.0 +544.3752251362166 5197.43798828125 4.901350498199463 6.0 +544.3956593952462 5202.568359375 4.9016289710998535 6.0 +544.4160935542677 5202.49658203125 4.901573657989502 6.0 +544.4365276130629 5203.77685546875 4.903491020202637 6.0 +544.456961871394 5209.1474609375 4.904252052307129 6.0 +544.4773960294842 5204.42431640625 4.902968406677246 6.0 +544.4978300873481 5201.5126953125 4.901801109313965 6.0 +544.5182643449807 5201.80908203125 4.902112007141113 6.0 +544.5386985021396 5211.3525390625 4.905207633972168 6.0 +544.5591325590722 5207.1728515625 4.904375076293945 6.0 +544.5795668157734 5191.89208984375 4.901857852935791 6.0 +544.6000008722331 5209.3515625 4.904722690582275 6.0 +544.6204350282351 5188.25830078125 4.900984764099121 6.0 +544.6408692842379 5200.0107421875 4.9037041664123535 6.0 +544.6613034397669 5209.103515625 4.904435634613037 6.0 +544.6817374950697 5202.32470703125 4.903685569763184 6.0 +544.7021717499083 5194.431640625 4.903817176818848 6.0 +544.7226059047389 5192.2099609375 4.900876045227051 6.0 +544.7430400591111 5198.8408203125 4.901859760284424 6.0 +544.7634742132504 5201.82177734375 4.902895450592041 6.0 +544.7839083669169 5211.740234375 4.903822422027588 6.0 +544.8043425205906 5209.57373046875 4.903937339782715 6.0 +544.8247766737986 5192.23291015625 4.9013166427612305 6.0 +544.8452108267666 5193.3505859375 4.902389049530029 6.0 +544.8656450795097 5199.314453125 4.903194427490234 6.0 +544.8860791317857 5196.513671875 4.9035468101501465 6.0 +544.9065132840551 5203.14306640625 4.903253078460693 6.0 +544.9269475358669 5204.1513671875 4.904491901397705 6.0 +544.9473815874444 5200.52734375 4.904177665710449 6.0 +544.9678157385497 5191.806640625 4.902684211730957 6.0 +544.988249989663 5194.76513671875 4.903732776641846 6.0 +545.0086840403092 5199.40673828125 4.903923034667969 6.0 +545.0291182907167 5203.61669921875 4.904444217681885 6.0 +545.0495524406651 5203.66943359375 4.904458999633789 6.0 +545.0699864906128 5203.115234375 4.9044904708862305 6.0 +545.090420740089 5204.73583984375 4.90466833114624 6.0 +545.110854889339 5197.3427734375 4.903953552246094 6.0 +545.131289038356 5191.5498046875 4.903329372406006 6.0 +545.1517231869002 5189.953125 4.903261661529541 6.0 +545.1721573354516 5195.83251953125 4.903401851654053 6.0 +545.1925914835301 5197.09814453125 4.9039177894592285 6.0 +545.2130256313831 5189.5966796875 4.902773380279541 6.0 +545.2334597787703 5195.03759765625 4.901228904724121 6.0 +545.2538939261503 5196.78076171875 4.902812480926514 6.0 +545.2947622197607 5194.90478515625 4.903625011444092 6.0 +545.3151964659774 5195.17724609375 4.903800964355469 6.0 +545.3356305121997 5197.927734375 4.903081893920898 6.0 +545.3560646579572 5195.94091796875 4.904008865356445 6.0 +545.3764989034753 5194.19384765625 4.90399694442749 6.0 +545.3969329487663 5197.4072265625 4.904497146606445 6.0 +545.4173670935925 5200.90478515625 4.904679298400879 6.0 +545.4378013381793 5200.64501953125 4.904117107391357 6.0 +545.458235382539 5193.3193359375 4.90363073348999 6.0 +545.4786695266666 5187.6875 4.903234958648682 6.0 +545.4991037705549 5202.21826171875 4.904214382171631 6.0 +545.5399719571797 5189.611328125 4.903854846954346 6.0 +545.5808402428665 5199.65283203125 4.9042816162109375 6.0 +545.6012743851315 5195.99755859375 4.903991222381592 6.0 +545.6217086271572 5201.6962890625 4.904134750366211 6.0 +545.6421426689558 5195.09619140625 4.903381824493408 6.0 +545.6625769105231 5215.18408203125 4.905364990234375 6.0 +545.6830110516166 5199.36181640625 4.904146671295166 6.0 +545.7034451924847 5205.4775390625 4.904684543609619 6.0 +545.7238793331198 5197.05810546875 4.9035797119140625 6.0 +545.7443134735149 5193.98193359375 4.903210639953613 6.0 +545.7647476134516 5196.34814453125 4.903331756591797 6.0 +545.8260500318574 5210.498046875 4.905538558959961 6.0 +545.8464842708636 5201.7158203125 4.904995441436768 6.0 +545.8669183093953 5192.13818359375 4.903534889221191 6.0 +545.8873524477021 5197.28759765625 4.904237270355225 6.0 +545.9077866855368 5206.06689453125 4.904700756072998 6.0 +545.9282207233773 5208.8203125 4.905313014984131 6.0 +545.9486549607536 5204.47998046875 4.904285907745361 6.0 +545.9690889978956 5195.66064453125 4.9037299156188965 6.0 +546.009957371476 5185.23828125 4.903313636779785 6.0 +546.0303914076867 5194.08056640625 4.904182434082031 6.0 +546.050825543658 5200.41015625 4.904141426086426 6.0 +546.0712597794045 5191.5849609375 4.903410911560059 6.0 +546.0916938146838 5195.32275390625 4.903621673583984 6.0 +546.1121279499566 5190.85693359375 4.903415203094482 6.0 +546.1325621847718 5193.169921875 4.903985500335693 6.0 +546.1529963191133 5189.7197265625 4.903348445892334 6.0 +546.1734303534613 5191.38671875 4.903818607330322 6.0 +546.1938645873452 5193.51708984375 4.903844356536865 6.0 +546.2142987212283 5187.69921875 4.903263568878174 6.0 +546.2347328544056 5204.8896484375 4.9040656089782715 6.0 +546.2551669840977 5192.701171875 4.903374195098877 6.0 +546.2756011168094 5193.36669921875 4.904021739959717 6.0 +546.2960353492963 5188.32470703125 4.903123378753662 6.0 +546.3164693815488 5198.88427734375 4.9042134284973145 6.0 +546.3369035135693 5192.546875 4.903416156768799 6.0 +546.3573377451175 5189.71484375 4.903632640838623 6.0 +546.3777717764387 5194.57275390625 4.903895854949951 6.0 +546.3982059075206 5183.51904296875 4.902923107147217 6.0 +546.4186401383777 5190.85205078125 4.903262138366699 6.0 +546.4390741687675 5189.8388671875 4.903008937835693 6.0 +546.4595082991582 5193.15576171875 4.902265548706055 6.0 +546.4799425288438 5190.0791015625 4.903851509094238 6.0 +546.5003765585352 5189.7890625 4.903477668762207 6.0 +546.5208106879873 5190.28515625 4.902960300445557 6.0 +546.5412449169817 5188.9775390625 4.902973651885986 6.0 +546.5616789457417 5185.61279296875 4.902623653411865 6.0 +546.5821131740304 5188.34423828125 4.903326511383057 6.0 +546.6025472023248 5179.87841796875 4.902161598205566 6.0 +546.6229813301543 5184.96875 4.902660369873047 6.0 +546.6434155577444 5190.82080078125 4.903331756591797 6.0 +546.6638495848747 5196.86181640625 4.902773857116699 6.0 +546.6842837120057 5184.5263671875 4.903171062469482 6.0 +546.7047179386645 5189.28076171875 4.903036117553711 6.0 +546.7251520650971 5191.29443359375 4.903029918670654 6.0 +546.7455860910632 5191.1064453125 4.903310298919678 6.0 +546.7660203170235 5187.40869140625 4.903045177459717 6.0 +546.7864544425247 5187.755859375 4.903626441955566 6.0 +546.8068884677923 5192.91845703125 4.902948379516602 6.0 +546.8273226925885 5188.31298828125 4.902597904205322 6.0 +546.8477568173912 5185.05517578125 4.9032158851623535 6.0 +546.868191041729 5180.5537109375 4.902571678161621 6.0 +546.8886250658252 5181.7607421875 4.90247106552124 6.0 +546.9090591894637 5184.673828125 4.9024224281311035 6.0 +546.929493413103 5188.20703125 4.9035844802856445 6.0 +546.9499274362679 5190.41650390625 4.90342378616333 6.0 +546.970361559208 5180.28759765625 4.902610778808594 6.0 +546.9907957816831 5185.1572265625 4.902746200561523 6.0 +547.0112298041495 5182.45703125 4.903341770172119 6.0 +547.0316639261582 5176.5986328125 4.901974201202393 6.0 +547.0520981479349 5188.9638671875 4.9056196212768555 6.0 +547.4812146367258 5179.39208984375 4.901860237121582 6.0 +547.5016488519759 5184.44873046875 4.9017181396484375 6.0 +547.522082866999 5181.4208984375 4.90117073059082 6.0 +547.5425169815571 5183.015625 4.901485919952393 6.0 +547.5629511961088 5182.77197265625 4.901236534118652 6.0 +547.5833852102005 5188.89013671875 4.904575347900391 6.0 +547.6038193240602 5177.18994140625 4.9017205238342285 6.0 +547.6242535374477 5179.84716796875 4.901664733886719 6.0 +547.6446875506081 5178.38037109375 4.901895046234131 6.0 +547.6651216635364 5192.5546875 4.903168678283691 6.0 +547.6855558762254 5183.642578125 4.902066230773926 6.0 +547.7059899886881 5178.509765625 4.901604652404785 6.0 +547.7264240006771 5186.138671875 4.900839805603027 6.0 +547.746858212442 5177.056640625 4.903173446655273 6.0 +547.7672923239734 5178.095703125 4.899747848510742 6.0 +547.7877263350383 5191.884765625 4.901587009429932 6.0 +547.8081605458647 5177.40478515625 4.903082370758057 6.0 +547.8285946564647 5175.443359375 4.900465488433838 6.0 +547.8490288668254 5177.79638671875 4.901041030883789 6.0 +547.8694628767262 5182.81396484375 4.903870105743408 6.0 +547.8898969863949 5178.52978515625 4.902977466583252 6.0 +547.9103311958243 5185.4765625 4.90496301651001 6.0 +547.9307652050265 5172.75146484375 4.901849746704102 6.0 +547.9511993137639 5172.13818359375 4.9020676612854 6.0 +547.9716334222612 5175.15087890625 4.902149200439453 6.0 +547.992067530533 5172.68701171875 4.901254177093506 6.0 +548.0125015385711 5183.7666015625 4.90507173538208 6.0 +548.0329357461378 5176.68798828125 4.902105808258057 6.0 +548.0533698534782 5174.88525390625 4.904403209686279 6.0 +548.0738039605858 5183.02294921875 4.902887344360352 6.0 +548.0942380672204 5181.30419921875 4.904138088226318 6.0 +548.1146721736295 5178.9033203125 4.901853084564209 6.0 +548.1351063798065 5181.9228515625 4.903266429901123 6.0 +548.1555403857419 5178.9072265625 4.901933193206787 6.0 +548.1759744912197 5190.54833984375 4.9032206535339355 6.0 +548.1964086964654 5175.64892578125 4.900543212890625 6.0 +548.2168428014702 5179.98583984375 4.903855323791504 6.0 +548.2372768062487 5175.9580078125 4.901340961456299 6.0 +548.2577110105631 5179.35546875 4.9052252769470215 6.0 +548.2781451146366 5170.82958984375 4.901136875152588 6.0 +548.2985791184838 5177.48486328125 4.901915073394775 6.0 +548.3190133220996 5174.0771484375 4.904116630554199 6.0 +548.3394474252418 5170.3662109375 4.901120662689209 6.0 +548.3598814281577 5183.87109375 4.904874801635742 6.0 +548.3803156306094 5169.00537109375 4.903045177459717 6.0 +548.4007497330531 5170.83935546875 4.901958465576172 6.0 +548.4211837350376 5171.4755859375 4.9002203941345215 6.0 +548.4416179367909 5183.10888671875 4.903138160705566 6.0 +548.4620520380704 5173.34814453125 4.901051044464111 6.0 +548.482486239358 5178.0908203125 4.902413845062256 6.0 +548.5029202401784 5172.49365234375 4.900636672973633 6.0 +548.5233543407594 5174.52880859375 4.901811122894287 6.0 +548.5437885408828 5169.97119140625 4.902619361877441 6.0 +548.5642225407719 5167.5029296875 4.901823043823242 6.0 +548.5846566404216 5173.2158203125 4.901638984680176 6.0 +548.6050908398465 5182.55615234375 4.903625011444092 6.0 +548.6255248388043 5179.42529296875 4.904175758361816 6.0 +548.6459589375227 5175.1748046875 4.90220308303833 6.0 +548.6663930360155 5173.357421875 4.903974533081055 6.0 +548.6868271342755 5181.6591796875 4.904208660125732 6.0 +548.7072612320626 5179.53271484375 4.904365539550781 6.0 +548.7276953296241 5175.22412109375 4.904048919677734 6.0 +548.7481294269528 5175.60986328125 4.90107536315918 6.0 +548.7685636240421 5173.6259765625 4.9041242599487305 6.0 +548.7889977206723 5180.6416015625 4.904845237731934 6.0 +548.809431717069 5176.416015625 4.903172492980957 6.0 +548.8298659129941 5177.30029296875 4.903655052185059 6.0 +548.8503000089258 5181.552734375 4.903918743133545 6.0 +548.8707340043911 5180.8642578125 4.9040327072143555 6.0 +548.8911681996178 5170.01171875 4.903131008148193 6.0 +548.9116022943854 5175.19873046875 4.902599334716797 6.0 +548.9320362889193 5174.017578125 4.903314590454102 6.0 +548.9524704832147 5180.16162109375 4.903858184814453 6.0 +548.9729045772838 5172.5390625 4.902591228485107 6.0 +548.9933385711192 5177.30810546875 4.903982639312744 6.0 +549.0137727644833 5180.3408203125 4.902798175811768 6.0 +549.034206857621 5174.4169921875 4.90297269821167 6.0 +549.0546409502858 5183.63525390625 4.904394626617432 6.0 +549.0750750427251 5176.22412109375 4.903463363647461 6.0 +549.0955091351643 5178.05419921875 4.903789520263672 6.0 +549.1159433268986 5181.5322265625 4.903980731964111 6.0 +549.1363773186386 5176.3056640625 4.903654098510742 6.0 +549.1568114099136 5184.90380859375 4.903785228729248 6.0 +549.1772456009494 5181.4140625 4.90347957611084 6.0 +549.1976796917588 5176.61279296875 4.903677463531494 6.0 +549.2181136821018 5171.92529296875 4.90271520614624 6.0 +549.2385478722063 5175.4267578125 4.902794361114502 6.0 +549.2589819620844 5184.33251953125 4.903848171234131 6.0 +549.279415951496 5171.11376953125 4.901646614074707 6.0 +549.299850140902 5187.62841796875 4.904832363128662 6.0 +549.3202842296159 5179.85107421875 4.903956890106201 6.0 +549.3407182183291 5172.15966796875 4.902495384216309 6.0 +549.3611524068037 5176.40478515625 4.903503894805908 6.0 +549.3815863948184 5183.73974609375 4.902904033660889 6.0 +549.4428886569949 5176.18603515625 4.901375770568848 6.0 +549.463322843847 5182.71533203125 4.902300834655762 6.0 +549.4837569304582 5181.65673828125 4.902677536010742 6.0 +549.5041909166102 5179.216796875 4.902790069580078 6.0 +549.524625102531 5174.43115234375 4.902740478515625 6.0 +549.5654931736644 5172.48095703125 4.900260925292969 6.0 +549.5859273586539 5177.19189453125 4.901485443115234 6.0 +549.6063614434024 5182.18017578125 4.903224945068359 6.0 +549.6267955279254 5180.5546875 4.904006481170654 6.0 +549.6472296119828 5185.33154296875 4.904038429260254 6.0 +549.6676636958 5175.97412109375 4.902633190155029 6.0 +549.6880977793917 5176.5537109375 4.902689456939697 6.0 +549.7085319627513 5180.9453125 4.9033660888671875 6.0 +549.7289659456364 5175.2294921875 4.902792930603027 6.0 +549.7494001282976 5175.70166015625 4.901388645172119 6.0 +549.7698342107251 5183.65234375 4.9035162925720215 6.0 +549.7902681926789 5178.33056640625 4.9028520584106445 6.0 +549.8107023744087 5185.2578125 4.903495788574219 6.0 +549.8311364559049 5167.853515625 4.902850151062012 6.0 +549.8515704369274 5175.775390625 4.904285430908203 6.0 +549.8720046179587 5179.07861328125 4.903423309326172 6.0 +549.8924386985236 5182.01904296875 4.903437614440918 6.0 +549.9128726786148 5175.67041015625 4.903598308563232 6.0 +549.9333068587148 5183.63818359375 4.90379524230957 6.0 +549.9537409383483 5175.29931640625 4.902595520019531 6.0 +549.974174917741 5174.68603515625 4.902449131011963 6.0 +549.9946090966769 5175.318359375 4.903104305267334 6.0 +550.0150431753791 5170.90625 4.9019269943237305 6.0 +550.2193840465407 5177.72314453125 4.903173446655273 6.0 +550.2398180219825 5187.7890625 4.904729843139648 6.0 +550.2602520969522 5184.62890625 4.9036712646484375 6.0 +550.2806862719299 5179.97802734375 4.903069019317627 6.0 +550.3011202464404 5179.91162109375 4.903613567352295 6.0 +550.3215543207189 5180.73486328125 4.9044389724731445 6.0 +550.3419884945251 5176.3046875 4.902528762817383 6.0 +550.3624224681043 5175.22412109375 4.902331352233887 6.0 +550.382856641445 5174.84912109375 4.903628349304199 6.0 +550.4032907145593 5177.890625 4.903467178344727 6.0 +550.42372468744 5184.92236328125 4.904078960418701 6.0 +550.4441588598493 5174.16357421875 4.902109146118164 6.0 +550.4645929317994 5186.82666015625 4.903519630432129 6.0 +550.4850269037488 5189.22412109375 4.903291702270508 6.0 +550.5054610752268 5183.73388671875 4.902040481567383 6.0 +550.5258951464784 5181.45751953125 4.902620792388916 6.0 +550.5463292174973 5177.94189453125 4.903284072875977 6.0 +550.5667632880431 5190.80126953125 4.903575897216797 6.0 +550.5871973583635 5184.2177734375 4.902982711791992 6.0 +550.607631428451 5174.7158203125 4.901983261108398 6.0 +550.6280654980656 5191.2109375 4.9033203125 6.0 +550.6484995674546 5184.55859375 4.903993606567383 6.0 +550.6689336366107 5180.62939453125 4.902850151062012 6.0 +550.6893677055268 5176.36279296875 4.902839660644531 6.0 +550.7098017739845 5177.33740234375 4.902576923370361 6.0 +550.7302358422094 5186.54296875 4.9017558097839355 6.0 +550.7506699099613 5183.46044921875 4.902914047241211 6.0 +550.7711039777205 5192.74169921875 4.902164936065674 6.0 +550.7915381450148 5180.2685546875 4.90178108215332 6.0 +550.8119721118346 5185.736328125 4.902842998504639 6.0 +550.8324061786625 5189.53271484375 4.902944564819336 6.0 +550.8528403450255 5190.375 4.902941703796387 6.0 +550.8732743111468 5176.88330078125 4.901233196258545 6.0 +550.8937083768105 5185.22998046875 4.901882171630859 6.0 +550.914142542475 5186.83056640625 4.901336193084717 6.0 +550.934576507665 5188.80419921875 4.90359354019165 6.0 +550.9550105723974 5189.1005859375 4.9034881591796875 6.0 +550.9754447371306 5194.97509765625 4.903164386749268 6.0 +550.9958787013893 5189.48583984375 4.902748107910156 6.0 +551.0163128651911 5182.841796875 4.9010467529296875 6.0 +551.0367469289922 5193.3837890625 4.903192043304443 6.0 +551.0571809923204 5196.0751953125 4.901489734649658 6.0 +551.0776150554229 5191.771484375 4.903543949127197 6.0 +551.0980491180599 5193.8115234375 4.9025349617004395 6.0 +551.1184831806895 5189.16455078125 4.903334617614746 6.0 +551.1389172428608 5187.0869140625 4.902698516845703 6.0 +551.1593513045664 5184.48681640625 4.9024505615234375 6.0 +551.1797853662647 5196.5068359375 4.904294013977051 6.0 +551.2002194275046 5182.92333984375 4.902003288269043 6.0 +551.2206534882789 5192.8017578125 4.904125690460205 6.0 +551.2410875490459 5186.4013671875 4.902566909790039 6.0 +551.2615217093553 5194.18115234375 4.903336048126221 6.0 +551.2819556694303 5192.99951171875 4.902245044708252 6.0 +551.3023897290332 5191.43408203125 4.9019012451171875 6.0 +551.3228238884112 5192.2216796875 4.902900218963623 6.0 +551.3432578475549 5185.619140625 4.901957035064697 6.0 +551.36369200646 5179.76708984375 4.901302814483643 6.0 +551.384126064906 5193.80224609375 4.901715278625488 6.0 +551.4045600231184 5193.65087890625 4.9019269943237305 6.0 +551.4249941810922 5193.453125 4.901137351989746 6.0 +551.4454281386061 5188.849609375 4.901024341583252 6.0 +551.4658621958879 5200.3017578125 4.901488780975342 6.0 +551.4862963529304 5201.61474609375 4.901725769042969 6.0 +551.5067303097458 5197.4267578125 4.902045249938965 6.0 +551.5271643660963 5196.6103515625 4.900851249694824 6.0 +551.5475985222074 5191.640625 4.9014811515808105 6.0 +551.5680324778587 5200.1845703125 4.903713226318359 6.0 +551.5884665332778 5198.962890625 4.9041290283203125 6.0 +551.6089006884577 5202.037109375 4.9037604331970215 6.0 +551.6293347434112 5204.05078125 4.904229640960693 6.0 +551.649768797899 5190.2880859375 4.902395725250244 6.0 +551.6702028521468 5196.8447265625 4.9047651290893555 6.0 +551.690636906169 5188.5498046875 4.903400897979736 6.0 +551.7110709597182 5191.27978515625 4.904182434082031 6.0 +551.7315050132747 5202.2763671875 4.9050164222717285 6.0 +551.7519390661328 5182.15087890625 4.9027018547058105 6.0 +551.7723732189843 5189.0927734375 4.902154445648193 6.0 +551.7928071713759 5187.6982421875 4.902289390563965 6.0 +551.8132412235354 5189.296875 4.903049468994141 6.0 +551.8336753752228 5194.3984375 4.9033522605896 6.0 +551.8541093266831 5192.70068359375 4.901606559753418 6.0 +551.8745433779113 5190.87744140625 4.901152610778809 6.0 +551.9154114794292 5193.4619140625 4.90206241607666 6.0 +551.9358455297261 5201.84521484375 4.902177810668945 6.0 +551.9562796797836 5197.82568359375 4.90290641784668 6.0 +551.9767136293813 5198.79931640625 4.902057647705078 6.0 +551.9971477787476 5194.0361328125 4.903058052062988 6.0 +552.0175818278731 5194.99267578125 4.902528285980225 6.0 +552.0380157767722 5200.01220703125 4.903688907623291 6.0 +552.0584499252072 5192.05029296875 4.90331506729126 6.0 +552.0788839734014 5199.03759765625 4.903209209442139 6.0 +552.0993179211364 5204.62353515625 4.90432071685791 6.0 +552.1197520686401 5197.48876953125 4.90221643447876 6.0 +552.1401861159029 5199.58154296875 4.903826713562012 6.0 +552.1606200629394 5197.41259765625 4.903206825256348 6.0 +552.1810542095118 5187.4697265625 4.902384281158447 6.0 +552.2014882558433 5208.73388671875 4.904242992401123 6.0 +552.2219222017156 5197.4365234375 4.903223991394043 6.0 +552.2423563475895 5201.46923828125 4.902087211608887 6.0 +552.2627903929897 5209.2177734375 4.902200698852539 6.0 +552.2832243379307 5194.3583984375 4.9006805419921875 6.0 +552.3036584828733 5198.8349609375 4.901177406311035 6.0 +552.3240925273421 5206.06640625 4.903443813323975 6.0 +552.3445266715862 5197.29541015625 4.902761936187744 6.0 +552.3649606153631 5210.69677734375 4.904138088226318 6.0 +552.3853946589006 5200.5595703125 4.902518272399902 6.0 +552.4058288022134 5200.10498046875 4.903589248657227 6.0 +552.4262627450589 5200.42822265625 4.903239727020264 6.0 +552.446696787898 5201.96435546875 4.904294490814209 6.0 +552.4671309300466 5204.5625 4.903781414031982 6.0 +552.4875648721936 5195.35400390625 4.903746128082275 6.0 +552.5079989138685 5198.30126953125 4.903870105743408 6.0 +552.5284330553186 5212.53857421875 4.904256820678711 6.0 +552.5488669965343 5207.27197265625 4.902642250061035 6.0 +552.5693010372779 5200.5546875 4.903325080871582 6.0 +552.610169217849 5207.19287109375 4.904244899749756 6.0 +552.6306032578941 5194.6767578125 4.901248931884766 6.0 +552.6510372974808 5207.92919921875 4.904157638549805 6.0 +552.6714713365945 5206.05615234375 4.90379524230957 6.0 +552.6919053757156 5211.341796875 4.904819488525391 6.0 +552.712339414371 5201.67041015625 4.905509948730469 6.0 +552.7327734527935 5207.529296875 4.905727863311768 6.0 +552.7532074907431 5206.552734375 4.9044575691223145 6.0 +552.7736415284671 5204.38720703125 4.903552532196045 6.0 +552.7940755659511 5208.91357421875 4.905104637145996 6.0 +552.8145096029766 5203.576171875 4.9048686027526855 6.0 +552.8553775763285 5205.72705078125 4.903783798217773 6.0 +552.875811712649 5211.7763671875 4.904767036437988 6.0 +552.8962457485104 5203.0146484375 4.902278423309326 6.0 +552.9166796841382 5206.455078125 4.9032135009765625 6.0 +552.9371138192946 5211.06103515625 4.903980731964111 6.0 +552.9575478542247 5211.5966796875 4.903810024261475 6.0 +552.9779819889154 5216.7802734375 4.902690410614014 6.0 +553.0188499573778 5210.4072265625 4.903426647186279 6.0 +553.0597180246696 5205.52587890625 4.902421951293945 6.0 +553.080152057737 5212.9658203125 4.903676986694336 6.0 +553.1005861905651 5204.59716796875 4.903134346008301 6.0 +553.121020222934 5204.91943359375 4.9041523933410645 6.0 +553.1414541553022 5217.68798828125 4.904394626617432 6.0 +553.161888287199 5214.89404296875 4.903073787689209 6.0 +553.1823223186366 5209.98779296875 4.903555870056152 6.0 +553.2027562500734 5209.607421875 4.903756141662598 6.0 +553.2231903810389 5221.2197265625 4.906253337860107 6.0 +553.2436244115452 5202.421875 4.903862953186035 6.0 +553.2640583420507 5214.6611328125 4.905050754547119 6.0 +553.2844924720848 5198.85400390625 4.904889106750488 6.0 +553.3049265016598 5202.34521484375 4.903775691986084 6.0 +553.3253606312355 5205.4443359375 4.90529203414917 6.0 +553.3662285892133 5218.27880859375 4.905867576599121 6.0 +553.3866627176249 5214.97119140625 4.9047956466674805 6.0 +553.4070966457948 5210.9638671875 4.904994964599609 6.0 +553.42753067374 5205.22900390625 4.903310775756836 6.0 +553.4479648012202 5212.9306640625 4.9056620597839355 6.0 +553.4683987284589 5205.71240234375 4.902327537536621 6.0 +553.4888327554727 5202.31396484375 4.901663303375244 6.0 +553.5092667822537 5211.0830078125 4.903707504272461 6.0 +553.5297008085618 5207.765625 4.904563903808594 6.0 +553.5501348344114 5202.46337890625 4.90151309967041 6.0 +553.5705688602611 5209.48193359375 4.904296875 6.0 +553.5910028856379 5210.7119140625 4.903675079345703 6.0 +553.611436910789 5205.66650390625 4.9027099609375 6.0 +553.6318710354753 5217.72119140625 4.906167030334473 6.0 +553.6523049601528 5208.45166015625 4.902272701263428 6.0 +553.6727390841406 5217.48828125 4.902499675750732 6.0 +553.6931731081277 5226.30859375 4.903165340423584 6.0 +553.713607031641 5217.80224609375 4.902595043182373 6.0 +553.7340411549303 5206.93505859375 4.900423049926758 6.0 +553.754475177986 5211.94189453125 4.902549743652344 6.0 +553.774909100568 5208.40234375 4.903008460998535 6.0 +553.795343222926 5204.2216796875 4.901657581329346 6.0 +553.8157772448176 5211.1728515625 4.903975486755371 6.0 +553.8362111664683 5202.69775390625 4.903136730194092 6.0 +553.8566452878949 5218.50048828125 4.904001712799072 6.0 +553.877079309088 5217.1474609375 4.904789447784424 6.0 +553.8975132298074 5219.81298828125 4.904437065124512 6.0 +553.9179473503027 5212.1689453125 4.903481960296631 6.0 +553.9383813703316 5217.6650390625 4.903366565704346 6.0 +553.958815490354 5216.52734375 4.90256929397583 6.0 +553.9792494096837 5212.3779296875 4.902825832366943 6.0 +553.9996834290141 5220.8994140625 4.9036641120910645 6.0 +554.0201175478724 5209.03857421875 4.902057647705078 6.0 +554.0405514665035 5212.86181640625 4.901819229125977 6.0 +554.0609854849026 5219.5068359375 4.904201984405518 6.0 +554.0814196028296 5211.8251953125 4.901011943817139 6.0 +554.1018536205302 5216.30712890625 4.903315544128418 6.0 +554.1222875377644 5215.0087890625 4.902584075927734 6.0 +554.1427216549928 5206.87939453125 4.901195049285889 6.0 +554.1631555715285 5221.5244140625 4.903702735900879 6.0 +554.1835895880649 5212.927734375 4.902202129364014 6.0 +554.2040237041292 5212.3798828125 4.903172016143799 6.0 +554.2244576199664 5216.759765625 4.903351306915283 6.0 +554.2448916355715 5207.193359375 4.902975559234619 6.0 +554.2653257507045 5216.04296875 4.903130531311035 6.0 +554.2857596656104 5215.3486328125 4.903630256652832 6.0 +554.3061937800521 5232.8173828125 4.905515193939209 6.0 +554.3266277944858 5216.69482421875 4.903939723968506 6.0 +554.3470617082276 5218.86572265625 4.9041314125061035 6.0 +554.3674958219635 5219.9052734375 4.903952121734619 6.0 +554.3879298352404 5229.07373046875 4.903662204742432 6.0 +554.4083637482836 5217.083984375 4.902876377105713 6.0 +554.4287978610955 5214.04736328125 4.90200662612915 6.0 +554.4492318734337 5215.32958984375 4.902678966522217 6.0 +554.4696658855464 5209.91845703125 4.902890682220459 6.0 +554.4900998971862 5220.61181640625 4.9032182693481445 6.0 +554.5105339088332 5211.25244140625 4.902660846710205 6.0 +554.5309679197817 5211.2958984375 4.902596950531006 6.0 +554.5514019307302 5219.6494140625 4.90357780456543 6.0 +554.5718359412058 5225.08251953125 4.904289245605469 6.0 +554.5922699514558 5213.74462890625 4.903133392333984 6.0 +554.6127040612337 5215.6494140625 4.903566837310791 6.0 +554.6535720803367 5227.96484375 4.903425693511963 6.0 +554.6740060891825 5217.06396484375 4.903843879699707 6.0 +554.694439997802 5226.041015625 4.904048919677734 6.0 +554.7148741061901 5219.85888671875 4.901875972747803 6.0 +554.7353081143374 5216.9267578125 4.903295993804932 6.0 +554.7557420220255 5220.330078125 4.903067111968994 6.0 +554.7966101364655 5220.72509765625 4.9038615226745605 6.0 +554.8170440432223 5221.2666015625 4.902359485626221 6.0 +554.8374781497478 5221.73974609375 4.903615951538086 6.0 +554.8579121557996 5209.97607421875 4.9028639793396 6.0 +554.878346061625 5220.86962890625 4.904223442077637 6.0 +554.8987801672192 5224.82958984375 4.905156135559082 6.0 +554.9192140725718 5214.18310546875 4.904207229614258 6.0 +554.9396480774667 5225.10546875 4.903698921203613 6.0 +554.9600821818967 5214.95166015625 4.904041290283203 6.0 +554.9805161863187 5231.1279296875 4.90552282333374 6.0 +555.0009501902823 5220.533203125 4.904310703277588 6.0 +555.0213841940131 5229.078125 4.904226779937744 6.0 +555.0418181972709 5225.1298828125 4.904224395751953 6.0 +555.0622522003032 5227.8818359375 4.903615951538086 6.0 +555.0826862031026 5225.05419921875 4.905024528503418 6.0 +555.1031202054291 5220.9912109375 4.904094696044922 6.0 +555.1235542075301 5222.34033203125 4.9048285484313965 6.0 +555.1439882093982 5226.35498046875 4.905014991760254 6.0 +555.1644222107934 5221.4267578125 4.90469217300415 6.0 +555.1848563119638 5220.14404296875 4.903461933135986 6.0 +555.2052902128999 5223.34619140625 4.905251979827881 6.0 +555.2461583136028 5243.07421875 4.906740188598633 6.0 +555.2665922136075 5235.28564453125 4.905817031860352 6.0 +555.28702621314 5213.42578125 4.904807090759277 6.0 +555.3074603124478 5221.1123046875 4.905999183654785 6.0 +555.3278942115212 5224.015625 4.906080722808838 6.0 +555.3483283101232 5225.22607421875 4.906448841094971 6.0 +555.3687623084988 5227.92578125 4.906355857849121 6.0 +555.3891962064081 5229.1240234375 4.905660629272461 6.0 +555.4096303040787 5239.8271484375 4.907381057739258 6.0 +555.4300643015231 5226.365234375 4.905379772186279 6.0 +555.4504982987273 5219.38525390625 4.904972553253174 6.0 +555.4709322954732 5215.052734375 4.90454626083374 6.0 +555.4913662919862 5221.1572265625 4.905142784118652 6.0 +555.5118001880328 5215.197265625 4.904935836791992 6.0 +555.5322342838408 5223.8408203125 4.905642509460449 6.0 +555.5526682794225 5233.53076171875 4.906747341156006 6.0 +555.5731021747706 5230.0244140625 4.906108856201172 6.0 +555.5935362696473 5225.07568359375 4.906432628631592 6.0 +555.6139702642977 5218.74853515625 4.904437065124512 6.0 +555.6344041584816 5223.9091796875 4.905368804931641 6.0 +555.654838252427 5227.08447265625 4.9058332443237305 6.0 +555.675272246146 5219.95361328125 4.904709815979004 6.0 +555.6957063393929 5218.0419921875 4.905786514282227 6.0 +555.7161402324127 5217.5537109375 4.904751300811768 6.0 +555.7365742252005 5225.68408203125 4.905160903930664 6.0 +555.757008317516 5223.5107421875 4.905727863311768 6.0 +555.7774422096045 5225.0380859375 4.904804706573486 6.0 +555.7978762014609 5233.16064453125 4.904818534851074 6.0 +555.8183102928451 5222.99169921875 4.905211448669434 6.0 +555.8387441840023 5224.5341796875 4.905235767364502 6.0 +555.8591781746945 5225.81689453125 4.905179023742676 6.0 +555.8796122653803 5220.779296875 4.90527868270874 6.0 +555.9000461553733 5228.92578125 4.905027866363525 6.0 +555.920480145367 5223.333984375 4.90504264831543 6.0 +555.9409142348886 5223.1875 4.906003952026367 6.0 +555.9613481241831 5224.12060546875 4.90531063079834 6.0 +555.9817821130127 5236.201171875 4.907214641571045 6.0 +556.0022162018358 5229.57177734375 4.905386924743652 6.0 +556.1248201268827 5224.052734375 4.906106948852539 6.0 +556.145254113384 5228.181640625 4.906879901885986 6.0 +556.1656880994196 5225.8359375 4.907159328460693 6.0 +556.1861220852152 5220.54052734375 4.905842304229736 6.0 +556.2065560705523 5232.173828125 4.906999588012695 6.0 +556.2474240407537 5226.52783203125 4.905633926391602 6.0 +556.2678580251595 5219.38818359375 4.905826091766357 6.0 +556.2882920093325 5233.92041015625 4.907758712768555 6.0 +556.329159876972 5224.73974609375 4.906384468078613 6.0 +556.3495939602144 5231.1357421875 4.906328201293945 6.0 +556.3700279429831 5232.119140625 4.906583309173584 6.0 +556.3904620257599 5229.56201171875 4.9064106941223145 6.0 +556.4108959080695 5223.11572265625 4.905279636383057 6.0 +556.4313298901398 5235.07861328125 4.9069318771362305 6.0 +556.4517639717524 5226.310546875 4.905517101287842 6.0 +556.4721978531306 5233.70458984375 4.906435966491699 6.0 +556.4926318342696 5228.98583984375 4.904839515686035 6.0 +556.5130659149509 5225.09619140625 4.906156539916992 6.0 +556.5334998953986 5226.6435546875 4.906352996826172 6.0 +556.5539337753726 5227.36767578125 4.905940532684326 6.0 +556.5743678553554 5226.60693359375 4.906849384307861 6.0 +556.5948018348718 5229.01708984375 4.906593322753906 6.0 +556.6152357139144 5229.51904296875 4.906697750091553 6.0 +556.6356697927331 5226.94775390625 4.906418323516846 6.0 +556.6561037713182 5227.9521484375 4.906303405761719 6.0 +556.6765376496624 5238.92822265625 4.908039093017578 6.0 +556.6969717275497 5220.26025390625 4.906578540802002 6.0 +556.7174057049706 5230.91162109375 4.906932353973389 6.0 +556.7582736593395 5217.5419921875 4.906029224395752 6.0 +556.778707635829 5242.345703125 4.907224178314209 6.0 +556.7991417123121 5232.3203125 4.907434463500977 6.0 +556.8400095638935 5233.796875 4.904727458953857 6.0 +556.8604436392125 5230.173828125 4.9055280685424805 6.0 +556.8808775143043 5231.6201171875 4.904938697814941 6.0 +556.9013114891641 5227.65185546875 4.905072212219238 6.0 +556.9217454635509 5229.37451171875 4.9067840576171875 6.0 +556.9421794377122 5225.31298828125 4.906700611114502 6.0 +556.9626134114078 5229.44873046875 4.906264781951904 6.0 +556.9830473848633 5217.55419921875 4.9059977531433105 6.0 +557.0034813580933 5224.5947265625 4.905326843261719 6.0 +557.0239153308503 5224.11279296875 4.906489372253418 6.0 +557.0443494033825 5226.77978515625 4.906214237213135 6.0 +557.0647832756804 5224.42822265625 4.906167030334473 6.0 +557.0852173475068 5220.447265625 4.906260967254639 6.0 +557.105651319107 5222.38623046875 4.906684398651123 6.0 +557.1260851904735 5223.525390625 4.90655517578125 6.0 +557.1465192613687 5233.77490234375 4.907646656036377 6.0 +557.1669532320375 5221.88818359375 4.906190872192383 6.0 +557.1873871022399 5221.11181640625 4.906510829925537 6.0 +557.2078211722037 5223.60693359375 4.905002593994141 6.0 +557.2282551419412 5214.7021484375 4.904918670654297 6.0 +557.2486890112123 5229.61376953125 4.906679630279541 6.0 +557.2691230804776 5228.57763671875 4.906633377075195 6.0 +557.2895570490509 5225.81201171875 4.906952857971191 6.0 +557.3099909173907 5221.79443359375 4.906229496002197 6.0 +557.3304249854918 5221.3251953125 4.906887054443359 6.0 +557.3508589533667 5224.65869140625 4.9070611000061035 6.0 +557.3712929207759 5226.29736328125 4.907075881958008 6.0 +557.391726887945 5232.90869140625 4.908247470855713 6.0 +557.4121608546557 5229.18798828125 4.9066057205200195 6.0 +557.4325949213671 5219.79736328125 4.906064510345459 6.0 +557.4530287873713 5222.8583984375 4.906323432922363 6.0 +557.4734627533835 5216.01171875 4.9053802490234375 6.0 +557.4938968189308 5230.32275390625 4.907451152801514 6.0 +557.5143307840044 5226.80810546875 4.907288551330566 6.0 +557.5347646490845 5217.8583984375 4.9053521156311035 6.0 +557.5551987137005 5223.1875 4.906551837921143 6.0 +557.575632577842 5217.00927734375 4.906495094299316 6.0 +557.5960665417588 5217.61279296875 4.906216144561768 6.0 +557.6165006054434 5229.009765625 4.907074928283691 6.0 +557.6369344688865 5231.95166015625 4.906957149505615 6.0 +557.6573684318719 5226.5947265625 4.906965255737305 6.0 +557.6778024946252 5221.6455078125 4.907338619232178 6.0 +557.6982363569041 5221.4716796875 4.9067912101745605 6.0 +557.7186703189582 5219.60107421875 4.906447410583496 6.0 +557.7391043807802 5222.73828125 4.906912803649902 6.0 +557.7595382421277 5219.73291015625 4.906457424163818 6.0 +557.7799723032513 5225.40185546875 4.9066948890686035 6.0 +557.8004062639084 5236.07763671875 4.9080634117126465 6.0 +557.8208401245574 5230.84619140625 4.9063920974731445 6.0 +557.8412741845168 5227.025390625 4.906584739685059 6.0 +557.8617081444754 5227.1240234375 4.9067511558532715 6.0 +557.8821421039611 5222.10888671875 4.905886173248291 6.0 +557.9025760632212 5231.20751953125 4.906344413757324 6.0 +557.9230100220157 5221.60302734375 4.905421733856201 6.0 +557.94344398057 5231.267578125 4.906208038330078 6.0 +557.9638779388988 5213.40576171875 4.904594421386719 6.0 +557.9843118967619 5210.62646484375 4.903909683227539 6.0 +558.004745854385 5223.123046875 4.9053730964660645 6.0 +558.0251799115504 5226.87060546875 4.905993461608887 6.0 +558.0456137684814 5221.2373046875 4.905592441558838 6.0 +558.0660477251731 5218.84130859375 4.904006481170654 6.0 +558.0864817814072 5220.3583984375 4.90556001663208 6.0 +558.1069156374069 5222.48095703125 4.9072113037109375 6.0 +558.1273496931681 5217.94189453125 4.905043601989746 6.0 +558.1477836484701 5209.2021484375 4.905247211456299 6.0 +558.1682175035385 5221.54541015625 4.905997276306152 6.0 +558.1886515583683 5212.89453125 4.904733657836914 6.0 +558.209085512739 5211.06640625 4.904083728790283 6.0 +558.229519366876 5211.11865234375 4.90367317199707 6.0 +558.2499534205417 5213.099609375 4.904117584228516 6.0 +558.2703873739811 5206.72021484375 4.905185222625732 6.0 +558.2908212271868 5220.7861328125 4.904546737670898 6.0 +558.3112552799212 5215.4814453125 4.905560493469238 6.0 +558.3316891324284 5212.0107421875 4.904435157775879 6.0 +558.3521230847036 5216.81201171875 4.905909061431885 6.0 +558.3929910880834 5214.41650390625 4.905173301696777 6.0 +558.4134249391936 5200.9775390625 4.904923439025879 6.0 +558.4338589900653 5220.3369140625 4.9062066078186035 6.0 +558.474726891116 5215.12841796875 4.905989170074463 6.0 +558.4951608410629 5213.3193359375 4.9056196212768555 6.0 +558.5155947905441 5209.12841796875 4.905492305755615 6.0 +558.536028839786 5224.26953125 4.906306266784668 6.0 +558.5564626888008 5205.62646484375 4.904784679412842 6.0 +558.5768966375836 5211.33203125 4.905934810638428 6.0 +558.5973306858941 5206.81689453125 4.905190944671631 6.0 +558.6177645339776 5210.74560546875 4.905101776123047 6.0 +558.6381984815962 5218.09814453125 4.905980587005615 6.0 +558.6586325289754 5218.9052734375 4.905811309814453 6.0 +558.6790663758948 5210.5908203125 4.906495571136475 6.0 +558.6995003228149 5215.2666015625 4.905290603637695 6.0 +558.7199343692628 5204.53955078125 4.905602931976318 6.0 +558.7403682152508 5222.3515625 4.907783031463623 6.0 +558.7608021610067 5213.2001953125 4.906642913818359 6.0 +558.7812362065233 5218.39599609375 4.906567573547363 6.0 +558.80167005158 5208.9677734375 4.905071258544922 6.0 +558.8221039964046 5202.1435546875 4.9040985107421875 6.0 +558.8425380409899 5205.2607421875 4.903292655944824 6.0 +558.862971985116 5205.1357421875 4.904687881469727 6.0 +558.8834059290093 5203.3125 4.904836654663086 6.0 +558.9038398724297 5199.73291015625 4.903480529785156 6.0 +558.9242738158573 5207.521484375 4.905191898345947 6.0 +558.9447077585864 5203.7509765625 4.904433727264404 6.0 +558.9651417013083 5210.8056640625 4.904503345489502 6.0 +558.985575543571 5205.34765625 4.905003547668457 6.0 +559.0264435269273 5195.07177734375 4.903658866882324 6.0 +559.0468774682595 5214.0625 4.904561996459961 6.0 +559.0673114093588 5201.2236328125 4.90326452255249 6.0 +559.0877453499852 5207.396484375 4.905002593994141 6.0 +559.1081791903853 5206.51708984375 4.903303146362305 6.0 +559.1286132303212 5208.93798828125 4.90465784072876 6.0 +559.1490471700163 5203.40380859375 4.904520034790039 6.0 +559.169481009485 5210.6337890625 4.904895305633545 6.0 +559.1899150484896 5209.27783203125 4.904613494873047 6.0 +559.2103489872534 5205.43701171875 4.904132843017578 6.0 +559.2307830255595 5198.9931640625 4.90233039855957 6.0 +559.2512168636313 5207.376953125 4.902805805206299 6.0 +559.2716508014637 5207.44970703125 4.90292501449585 6.0 +559.2920848388385 5208.94482421875 4.9028544425964355 6.0 +559.3125186759789 5209.857421875 4.903569221496582 6.0 +559.33295261288 5206.82177734375 4.9038310050964355 6.0 +559.3533866493235 5193.00927734375 4.902642250061035 6.0 +559.3738205855334 5222.67236328125 4.904862403869629 6.0 +559.3942544212696 5201.91455078125 4.901460647583008 6.0 +559.4146884567817 5207.14794921875 4.903595447540283 6.0 +559.435122392053 5202.8251953125 4.901681900024414 6.0 +559.4555562268652 5197.74853515625 4.9027934074401855 6.0 +559.475990261446 5200.884765625 4.9033026695251465 6.0 +559.4964241955604 5198.4345703125 4.902637004852295 6.0 +559.5168580294339 5193.75244140625 4.902231693267822 6.0 +559.5372920630834 5200.66552734375 4.90352201461792 6.0 +559.5577259962593 5195.41796875 4.902952194213867 6.0 +559.5781600292103 5185.50341796875 4.9032440185546875 6.0 +559.5985938619269 5192.66064453125 4.902129173278809 6.0 +559.6190277941787 5202.123046875 4.903912544250488 6.0 +559.6394617261903 5197.79296875 4.9042158126831055 6.0 +559.6598956579764 5195.3115234375 4.903852462768555 6.0 +559.6803295892896 5198.7822265625 4.904675483703613 6.0 +559.7007635201444 5206.18994140625 4.905245304107666 6.0 +559.7211974509992 5200.18212890625 4.904652118682861 6.0 +559.7416313813883 5202.67333984375 4.903712272644043 6.0 +559.7620653113045 5197.45703125 4.903725624084473 6.0 +559.7824992409951 5192.34716796875 4.902807235717773 6.0 +559.8029331704456 5199.68115234375 4.904294967651367 6.0 +559.8233670994377 5188.95361328125 4.903225421905518 6.0 +559.843801028197 5198.3603515625 4.9030022621154785 6.0 +559.8642349567235 5200.123046875 4.903810977935791 6.0 +559.884668884777 5193.53271484375 4.9040632247924805 6.0 +559.905102812605 5193.58642578125 4.903669357299805 6.0 +559.9255368401937 5189.51611328125 4.90283727645874 6.0 +559.9459707673232 5190.2685546875 4.902174472808838 6.0 +559.9664045939862 5183.34326171875 4.901752471923828 6.0 +559.9868386206435 5180.30322265625 4.902825832366943 6.0 +560.0072725468417 5185.72412109375 4.902167320251465 6.0 +560.0277063725734 5186.3017578125 4.901806831359863 6.0 +560.0481403980666 5203.72216796875 4.9052839279174805 6.0 +560.0685743233335 5176.04296875 4.900033950805664 6.0 +560.0890081481339 5199.68359375 4.903791427612305 6.0 +560.1094421729285 5189.6513671875 4.902803421020508 6.0 +560.1298760970312 5185.65380859375 4.9027018547058105 6.0 +560.1503099209003 5191.08251953125 4.903019905090332 6.0 +560.1707439445308 5197.89013671875 4.904540061950684 6.0 +560.191177867935 5190.6201171875 4.902614116668701 6.0 +560.2116117908736 5192.36376953125 4.902305603027344 6.0 +560.2320457133392 5189.82861328125 4.902777194976807 6.0 +560.252479635812 5180.73388671875 4.902347087860107 6.0 +560.2729135578193 5190.38818359375 4.902955532073975 6.0 +560.2933474793535 5184.1669921875 4.903226375579834 6.0 +560.3137814006623 5196.8134765625 4.902940273284912 6.0 +560.3342154217389 5193.5029296875 4.90319299697876 6.0 +560.3546492423411 5186.0341796875 4.901738166809082 6.0 +560.3750831627185 5195.515625 4.9034624099731445 6.0 +560.3955170828631 5181.72607421875 4.9033732414245605 6.0 +560.4159510025347 5181.689453125 4.902005672454834 6.0 +560.4363849219808 5184.9189453125 4.9011030197143555 6.0 +560.456818940962 5188.9931640625 4.902087211608887 6.0 +560.4772527597015 5187.8984375 4.901678085327148 6.0 +560.4976866782163 5197.7724609375 4.903090476989746 6.0 +560.5181206962661 5183.486328125 4.9013848304748535 6.0 +560.5385545140743 5183.0771484375 4.900623798370361 6.0 +560.5589884316578 5200.19775390625 4.901552677154541 6.0 +560.5794224487763 5180.83642578125 4.901163101196289 6.0 +560.5998562654204 5186.599609375 4.901430606842041 6.0 +560.6202901820725 5172.578125 4.89968204498291 6.0 +560.6407241982597 5189.97998046875 4.903331279754639 6.0 +560.6611580139725 5189.400390625 4.904280185699463 6.0 +560.6815920294612 5181.78955078125 4.902700901031494 6.0 +560.7020259447163 5189.91650390625 4.903770446777344 6.0 +560.7224597594977 5185.416015625 4.904088497161865 6.0 +560.7428937740551 5180.77294921875 4.9032487869262695 6.0 +560.7633276883789 5182.18994140625 4.903920650482178 6.0 +560.7837616022298 5183.8935546875 4.903098106384277 6.0 +560.8041955158551 5186.44287109375 4.903336524963379 6.0 +560.8246294290147 5184.68017578125 4.902383327484131 6.0 +560.8450633419343 5180.26171875 4.902852535247803 6.0 +560.8654972546283 5191.75 4.902242660522461 6.0 +560.8859311668566 5187.78173828125 4.902012348175049 6.0 +560.9063650788448 5177.6484375 4.8990159034729 6.0 +560.9267990903754 5173.9833984375 4.897565841674805 6.0 +560.9472329016717 5178.7919921875 4.8991241455078125 6.0 +560.9881008233278 5171.7900390625 4.900492191314697 6.0 +561.0085346336928 5171.16162109375 4.901707172393799 6.0 +561.0494024534855 5185.52783203125 4.901901721954346 6.0 +561.069836362687 5177.32958984375 4.901432514190674 6.0 +561.0902703718821 5182.607421875 4.902026653289795 6.0 +561.1107041803843 5180.0361328125 4.901209354400635 6.0 +561.1311380888874 5179.78515625 4.9017133712768555 6.0 +561.1515720969182 5174.36328125 4.900705337524414 6.0 +561.172005904722 5180.31494140625 4.901729583740234 6.0 +561.1924398120609 5173.29736328125 4.8994035720825195 6.0 +561.2128738191604 5174.9111328125 4.90040922164917 6.0 +561.2333076260329 5183.04296875 4.900125980377197 6.0 +561.2537415324405 5173.53173828125 4.9007954597473145 6.0 +561.2741755383759 5167.0517578125 4.900643348693848 6.0 +561.2946094443178 5177.302734375 4.902719497680664 6.0 +561.3150432497932 5186.0927734375 4.903322219848633 6.0 +561.3354772547973 5173.24560546875 4.902412414550781 6.0 +561.355911159575 5180.41064453125 4.902973651885986 6.0 +561.3763449641192 5188.2314453125 4.903891563415527 6.0 +561.3967789684248 5175.607421875 4.902313232421875 6.0 +561.4172128720384 5174.87548828125 4.901272773742676 6.0 +561.4376468756454 5180.2509765625 4.901513576507568 6.0 +561.4580806787926 5194.08544921875 4.9023590087890625 6.0 +561.4785145817077 5187.06494140625 4.902712345123291 6.0 +561.5193823863665 5174.6337890625 4.899496555328369 6.0 +561.5398162883503 5173.65966796875 4.901081085205078 6.0 +561.5602502898619 5169.75146484375 4.899691581726074 6.0 +561.5806840911464 5167.3798828125 4.899298667907715 6.0 +561.601117991966 5169.33642578125 4.90000581741333 6.0 +561.6215519925463 5165.09765625 4.898938179016113 6.0 +561.6419857928995 5172.337890625 4.89915657043457 6.0 +561.6624196927878 5170.216796875 4.899163722991943 6.0 +561.6828536924368 5171.29833984375 4.899812698364258 6.0 +561.7032874916258 5168.58935546875 4.899892330169678 6.0 +561.7237213905828 5164.26416015625 4.899807929992676 6.0 +561.7441553893004 5169.158203125 4.898060321807861 6.0 +561.7645891875582 5169.953125 4.899155139923096 6.0 +561.7850231855846 5181.86328125 4.900641918182373 6.0 +561.8054570831373 5181.236328125 4.902373790740967 6.0 +561.8258908804637 5169.2998046875 4.901259422302246 6.0 +561.8463248775588 5169.251953125 4.900895118713379 6.0 +561.8667587741802 5166.41748046875 4.900018215179443 6.0 +561.8871925705753 5170.46630859375 4.900730133056641 6.0 +561.907626566739 5167.7783203125 4.899852275848389 6.0 +561.9280604624291 5169.23583984375 4.898725986480713 6.0 +561.9484942576601 5170.95361328125 4.896443843841553 6.0 +561.9689282526597 5171.244140625 4.897134780883789 6.0 +562.0097959419509 5176.66162109375 4.899347305297852 6.0 +562.0302299360192 5166.01611328125 4.900845050811768 6.0 +562.0506638296138 5167.52001953125 4.901303768157959 6.0 +562.091531616119 5168.3935546875 4.900945663452148 6.0 +562.1119655090151 5171.3974609375 4.901679515838623 6.0 +562.1323995014536 5164.3583984375 4.898868560791016 6.0 +562.1528332934249 5168.57568359375 4.899476528167725 6.0 +562.1732671853897 5182.24658203125 4.90135383605957 6.0 +562.193701176664 5171.77490234375 4.898712635040283 6.0 +562.2141349679368 5165.64404296875 4.900398254394531 6.0 +562.2345688587375 5185.33544921875 4.902758598327637 6.0 +562.2550028490805 5171.30029296875 4.901611328125 6.0 +562.2958705290584 5168.11669921875 4.901422023773193 6.0 +562.316304518703 5175.01025390625 4.902133941650391 6.0 +562.3367384078738 5167.65185546875 4.901959419250488 6.0 +562.3571721965855 5180.400390625 4.902009963989258 6.0 +562.3776061850658 5169.544921875 4.90122652053833 6.0 +562.3980400733126 5172.41064453125 4.90226411819458 6.0 +562.4389078488675 5167.78466796875 4.900528907775879 6.0 +562.4797755227919 5166.7421875 4.901329040527344 6.0 +562.5002095094096 5177.96923828125 4.902348041534424 6.0 +562.5206432955601 5162.0087890625 4.898740768432617 6.0 +562.5410772814721 5161.9013671875 4.899742126464844 6.0 +562.5615111671577 5164.1005859375 4.899806499481201 6.0 +562.581944952377 5167.14111328125 4.901134490966797 6.0 +562.6023789373576 5163.68310546875 4.900186538696289 6.0 +562.6432467061677 5159.92529296875 4.899917125701904 6.0 +562.6636805902162 5171.9609375 4.900017261505127 6.0 +562.6841144738064 5163.41796875 4.900644302368164 6.0 +562.7045483569236 5164.169921875 4.899840354919434 6.0 +562.7249822400481 5172.130859375 4.901309490203857 6.0 +562.745416122707 5170.01171875 4.901136875152588 6.0 +562.7658500049001 5168.611328125 4.901379108428955 6.0 +562.786283986854 5156.3623046875 4.90109920501709 6.0 +562.8067177685807 5162.90087890625 4.901443004608154 6.0 +562.8271516498353 5164.16552734375 4.901180744171143 6.0 +562.8475856308651 5171.8525390625 4.9018235206604 6.0 +562.8680194116605 5167.1201171875 4.901011943817139 6.0 +562.8884533919845 5168.984375 4.901365756988525 6.0 +562.9088872718494 5171.7548828125 4.902502059936523 6.0 +562.9293210514807 5167.2880859375 4.90164041519165 6.0 +562.9497550308733 5162.03759765625 4.900827407836914 6.0 +562.9701889100397 5167.10205078125 4.902187824249268 6.0 +562.9906226887397 5171.92041015625 4.901209831237793 6.0 +563.0110566669682 5162.3095703125 4.90061092376709 6.0 +563.0314905452033 5174.63916015625 4.900845527648926 6.0 +563.0519243227391 5168.419921875 4.900864124298096 6.0 +563.0723583002691 5170.9228515625 4.901134014129639 6.0 +563.09279217734 5165.30859375 4.899870872497559 6.0 +563.1132260539453 5168.23388671875 4.900668621063232 6.0 +563.1336599303104 5165.7216796875 4.900783061981201 6.0 +563.15409380645 5166.2724609375 4.902054309844971 6.0 +563.174527582356 5161.8388671875 4.901459217071533 6.0 +563.1949615577905 5165.83349609375 4.901885509490967 6.0 +563.215395432766 5163.8046875 4.900935173034668 6.0 +563.2358293075085 5170.65478515625 4.901439666748047 6.0 +563.256263182011 5168.7763671875 4.90034294128418 6.0 +563.2766970560551 5170.93701171875 4.900996208190918 6.0 +563.2971310298672 5169.486328125 4.900169849395752 6.0 +563.3175648032047 5170.93359375 4.899319648742676 6.0 +563.3379986765503 5170.181640625 4.899848461151123 6.0 +563.3584326491982 5171.85302734375 4.900590419769287 6.0 +563.3788664216045 5169.3759765625 4.8990373611450195 6.0 +563.3993002937859 5166.0810546875 4.900339603424072 6.0 +563.4197342657353 5171.296875 4.899291038513184 6.0 +563.4401680372102 5161.228515625 4.899267196655273 6.0 +563.4606019082275 5169.47509765625 4.898740291595459 6.0 +563.4810358792456 5164.96630859375 4.900264739990234 6.0 +563.5014696495564 5156.55908203125 4.899315357208252 6.0 +563.5219035198752 5167.51513671875 4.901187419891357 6.0 +563.5423374897291 5162.62646484375 4.901520252227783 6.0 +563.5627712591086 5168.16064453125 4.900927543640137 6.0 +563.5832051282632 5160.51171875 4.900851726531982 6.0 +563.6036390971858 5164.537109375 4.90131139755249 6.0 +563.644506833858 5166.322265625 4.902286529541016 6.0 +563.6649407018485 5164.50341796875 4.9006757736206055 6.0 +563.6853745693661 5168.3310546875 4.901219844818115 6.0 +563.7058084364253 5168.14697265625 4.901644229888916 6.0 +563.7262423034845 5175.068359375 4.901969909667969 6.0 +563.7466761700707 5170.27685546875 4.902687072753906 6.0 +563.7671101361993 5167.10791015625 4.902032852172852 6.0 +563.7875439020936 5165.1923828125 4.902593612670898 6.0 +563.8079777677485 5171.69140625 4.9013895988464355 6.0 +563.8284116329451 5170.40185546875 4.901447772979736 6.0 +563.8488454979088 5175.146484375 4.90235710144043 6.0 +563.8692793623995 5158.14453125 4.901193618774414 6.0 +563.8897132266648 5171.32958984375 4.901935577392578 6.0 +563.9101470904643 5163.7958984375 4.9010910987854 6.0 +563.9305808542558 5167.63671875 4.901861190795898 6.0 +563.9510148173576 5166.80810546875 4.902572154998779 6.0 +563.9714486804587 5171.9609375 4.9039106369018555 6.0 +563.9918826428548 5165.85009765625 4.902802467346191 6.0 +564.0123164052566 5173.765625 4.903479099273682 6.0 +564.0327502671862 5170.89453125 4.903586387634277 6.0 +564.0531842286582 5162.841796875 4.902446269989014 6.0 +564.0736179901287 5169.1328125 4.903133869171143 6.0 +564.0940518511343 5175.498046875 4.903417110443115 6.0 +564.1144858116677 5161.57958984375 4.901986598968506 6.0 +564.1349196719748 5172.06689453125 4.902932167053223 6.0 +564.1553534318082 5171.287109375 4.9025678634643555 6.0 +564.1757873916504 5175.291015625 4.903082847595215 6.0 +564.1962212507933 5164.6025390625 4.901019096374512 6.0 +564.2166550099355 5168.74365234375 4.901947021484375 6.0 +564.2370889683734 5171.9892578125 4.902978897094727 6.0 +564.2575228268179 5168.580078125 4.901854991912842 6.0 +564.2983905425353 5174.61328125 4.90302038192749 6.0 +564.3188243998156 5170.48974609375 4.901198387145996 6.0 +564.3392583568566 5170.5595703125 4.902163505554199 6.0 +564.4005599258962 5168.333984375 4.9030327796936035 6.0 +564.420993681546 5174.80078125 4.902747631072998 6.0 +564.4414275367308 5181.09814453125 4.902909755706787 6.0 +564.4618614919091 5172.2978515625 4.902799606323242 6.0 +564.4822952466275 5182.361328125 4.90352201461792 6.0 +564.502729100881 5174.7880859375 4.902034282684326 6.0 +564.5231630548951 5175.21923828125 4.9031805992126465 6.0 +564.5435968086822 5172.68798828125 4.902007579803467 6.0 +564.5640306620044 5174.5654296875 4.902525901794434 6.0 +564.5844645150864 5195.8515625 4.9041314125061035 6.0 +564.6048983677101 5180.34130859375 4.903708457946777 6.0 +564.625332220101 5184.1982421875 4.9030537605285645 6.0 +564.6457660722517 5176.8681640625 4.903054714202881 6.0 +564.6661999239441 5182.71142578125 4.903343677520752 6.0 +564.6866337751708 5181.29736328125 4.903524875640869 6.0 +564.707067726391 5180.22705078125 4.903992176055908 6.0 +564.7275014771512 5182.85009765625 4.903909683227539 6.0 +564.7479354274474 5189.7822265625 4.9042205810546875 6.0 +564.7683692775026 5183.197265625 4.902657985687256 6.0 +564.7888030273316 5175.80029296875 4.902684688568115 6.0 +564.8092369766964 5184.341796875 4.90169620513916 6.0 +564.8296708258204 5183.19580078125 4.903210163116455 6.0 +564.8501045744852 5179.470703125 4.901798725128174 6.0 +564.8705385229187 5180.21435546875 4.904001712799072 6.0 +564.9114061186119 5173.19775390625 4.902643203735352 6.0 +564.9318400661141 5178.99853515625 4.902730941772461 6.0 +564.9522739131426 5186.40234375 4.903707027435303 6.0 +565.0340092982515 5179.052734375 4.9024786949157715 6.0 +565.0544431436574 5192.96435546875 4.904368877410889 6.0 +565.0748769888232 5181.18603515625 4.90339994430542 6.0 +565.0953109335314 5188.89892578125 4.904965877532959 6.0 +565.1157447779988 5184.1083984375 4.90470552444458 6.0 +565.136178522007 5180.76708984375 4.904608726501465 6.0 +565.1566124660167 5186.7978515625 4.904204845428467 6.0 +565.1770463093271 5188.36767578125 4.905112266540527 6.0 +565.1974800523967 5189.2216796875 4.9054436683654785 6.0 +565.2179139952423 5188.61083984375 4.905827045440674 6.0 +565.2383477376206 5188.623046875 4.905409812927246 6.0 +565.2587815797597 5184.0126953125 4.9045820236206055 6.0 +565.2792155216739 5190.37353515625 4.905564308166504 6.0 +565.299649263121 5183.77783203125 4.9051923751831055 6.0 +565.3200831040958 5186.69482421875 4.9056620597839355 6.0 +565.3405170450787 5178.89892578125 4.904319763183594 6.0 +565.3609507853616 5183.154296875 4.903947353363037 6.0 +565.381384625638 5208.1181640625 4.909242630004883 6.0 +565.4018185654568 5185.7578125 4.905409812927246 6.0 +565.4222523048084 5192.1591796875 4.905486106872559 6.0 +565.4426862439213 5188.751953125 4.905388355255127 6.0 +565.463120082808 5185.35595703125 4.905092716217041 6.0 +565.4835538212283 5198.71630859375 4.906412601470947 6.0 +565.5039877594099 5183.43115234375 4.904971122741699 6.0 +565.5244215971325 5184.9853515625 4.905134201049805 6.0 +565.5448554346221 5185.36669921875 4.904996871948242 6.0 +565.5652892718717 5185.8974609375 4.905529975891113 6.0 +565.5857231086629 5186.841796875 4.904750823974609 6.0 +565.606156945214 5191.42138671875 4.905605316162109 6.0 +565.6265907813067 5188.6396484375 4.905508041381836 6.0 +565.6470246171666 5188.7294921875 4.905791759490967 6.0 +565.6674584525608 5196.07763671875 4.905407905578613 6.0 +565.6878923877157 5182.0625 4.903578281402588 6.0 +565.7083261226435 5186.03173828125 4.90436315536499 6.0 +565.7287599570991 5186.9931640625 4.904852390289307 6.0 +565.7491938913299 5191.2021484375 4.904943466186523 6.0 +565.7696276250936 5189.32568359375 4.906930446624756 6.0 +565.7900614586251 5191.15380859375 4.907045364379883 6.0 +565.8104953916845 5193.6220703125 4.9051899909973145 6.0 +565.8309291245168 5185.39306640625 4.904374599456787 6.0 +565.8717968892452 5192.89990234375 4.904240608215332 6.0 +565.8922306211462 5190.26904296875 4.906890869140625 6.0 +565.9126645525757 5192.91455078125 4.904520511627197 6.0 +565.933098383779 5196.033203125 4.907492160797119 6.0 +565.9535321147487 5193.453125 4.905149936676025 6.0 +565.9739660452469 5195.06787109375 4.907255172729492 6.0 +565.9943997752853 5193.50537109375 4.907224178314209 6.0 +566.0148336050916 5187.81396484375 4.9071245193481445 6.0 +566.0352675346585 5191.1298828125 4.90573263168335 6.0 +566.0557013637663 5194.31298828125 4.908388137817383 6.0 +566.0761350926405 5197.13232421875 4.90818977355957 6.0 +566.0965690212761 5202.78466796875 4.909510135650635 6.0 +566.1170028494525 5200.42138671875 4.908594131469727 6.0 +566.1374365773954 5192.765625 4.906955718994141 6.0 +566.1578705048669 5193.9326171875 4.907871723175049 6.0 +566.1783043318792 5197.4384765625 4.90764856338501 6.0 +566.1987382588923 5197.162109375 4.908173561096191 6.0 +566.2191719854309 5184.296875 4.906615257263184 6.0 +566.2396058115119 5200.07470703125 4.907949447631836 6.0 +566.2600397373608 5193.2529296875 4.906630039215088 6.0 +566.2804734629681 5195.9755859375 4.9077324867248535 6.0 +566.3009072881177 5197.78173828125 4.908402442932129 6.0 +566.3213412130353 5187.72509765625 4.907519817352295 6.0 +566.3417749374785 5197.40576171875 4.908186912536621 6.0 +566.3622087616968 5202.68115234375 4.908708572387695 6.0 +566.3826426854503 5203.00634765625 4.909046649932861 6.0 +566.4030764089621 5196.10107421875 4.908380508422852 6.0 +566.4235102322491 5191.8583984375 4.9083638191223145 6.0 +566.443944155064 5188.78173828125 4.907679080963135 6.0 +566.4643778776517 5194.91064453125 4.907256126403809 6.0 +566.4848116997746 5193.98193359375 4.908592700958252 6.0 +566.5256794430825 5202.560546875 4.907630443572998 6.0 +567.4043335534006 5195.10546875 4.864036560058594 6.0 +567.4247673601494 5188.34326171875 4.875109672546387 6.0 +567.4452011666726 5190.205078125 4.876034736633301 6.0 +567.4656349727302 5193.14013671875 4.874155521392822 6.0 +567.4860687787805 5204.53662109375 4.879777431488037 6.0 +567.5065025841395 5196.5078125 4.880926132202148 6.0 +567.5269363892658 5196.212890625 4.884276866912842 6.0 +567.5473702941526 5199.2177734375 4.884400844573975 6.0 +567.5678039985796 5194.70166015625 4.885932445526123 6.0 +567.5882378027745 5204.1103515625 4.888615608215332 6.0 +567.6086717067301 5210.201171875 4.894319534301758 6.0 +567.6495393132573 5216.59130859375 4.896079063415527 6.0 +567.6699731162807 5219.35302734375 4.893873691558838 6.0 +567.7108407209453 5202.4228515625 4.895776271820068 6.0 +567.7312745225718 5205.68701171875 4.89632511138916 6.0 +567.7517082242048 5214.62646484375 4.897943496704102 6.0 +567.7721421253736 5213.85400390625 4.896981239318848 6.0 +567.7925759260688 5201.9462890625 4.898848056793213 6.0 +567.8130096265377 5209.6318359375 4.900515079498291 6.0 +567.8334435267752 5212.22119140625 4.900852203369141 6.0 +567.8538773265391 5206.4599609375 4.90084171295166 6.0 +567.8743111260774 5209.2353515625 4.901296138763428 6.0 +567.89474492515 5208.1943359375 4.902531623840332 6.0 +567.9151787239825 5219.1728515625 4.903863430023193 6.0 +567.9356125225895 5216.25927734375 4.9047722816467285 6.0 +567.9560463207308 5208.53466796875 4.904112815856934 6.0 +567.9764801183992 5221.35302734375 4.906002998352051 6.0 +567.9969140158428 5207.8154296875 4.906014442443848 6.0 +568.017347713052 5212.99951171875 4.907649040222168 6.0 +568.037781509789 5211.671875 4.906284809112549 6.0 +568.0582154063013 5208.009765625 4.906200408935547 6.0 +568.119516793733 5218.4619140625 4.905941963195801 6.0 +568.1399504888468 5208.92578125 4.906336784362793 6.0 +568.1603842837212 5221.96923828125 4.908931255340576 6.0 +568.180818178138 5214.19482421875 4.906851291656494 6.0 +568.2012518723204 5216.89599609375 4.908290386199951 6.0 +568.2216856660307 5217.3603515625 4.909578323364258 6.0 +568.2421195595161 5217.96484375 4.9093170166015625 6.0 +568.2829870453133 5215.64990234375 4.90883207321167 6.0 +568.3034209378675 5224.37744140625 4.909956455230713 6.0 +568.3238546299544 5223.064453125 4.91089391708374 6.0 +568.34428852157 5220.96630859375 4.91131591796875 6.0 +568.364722313192 5221.41259765625 4.911580562591553 6.0 +568.3851561041083 5222.54345703125 4.9113264083862305 6.0 +568.4055898950319 5215.1767578125 4.910981178283691 6.0 +568.4260236854898 5221.0478515625 4.90987491607666 6.0 +568.446457475482 5231.6640625 4.911398410797119 6.0 +568.4668912652342 5220.4921875 4.910398483276367 6.0 +568.4873250547607 5227.802734375 4.911074161529541 6.0 +568.5077588438144 5225.6552734375 4.909928798675537 6.0 +568.5281927324104 5232.16357421875 4.909497261047363 6.0 +568.5486264210049 5229.1376953125 4.909599304199219 6.0 +568.5690602091272 5219.158203125 4.9104132652282715 6.0 +568.5894940967919 5231.07275390625 4.91197395324707 6.0 +568.6099277842222 5229.42431640625 4.913169860839844 6.0 +568.6303615711804 5223.3017578125 4.911633014678955 6.0 +568.6507954579138 5222.7197265625 4.912968158721924 6.0 +568.6712291444128 5235.38232421875 4.91347599029541 6.0 +568.6916630304404 5223.44775390625 4.9126482009887695 6.0 +568.7120967162409 5230.22216796875 4.913369655609131 6.0 +568.7325305015765 5224.55322265625 4.912686347961426 6.0 +568.7529643866728 5239.15869140625 4.912464141845703 6.0 +568.7733980713092 5233.16943359375 4.9121880531311035 6.0 +568.7938318557135 5228.16796875 4.911376953125 6.0 +568.8142657398785 5227.6953125 4.911156177520752 6.0 +568.8346994235835 5225.94921875 4.911624908447266 6.0 +568.8551332068237 5235.42626953125 4.912637710571289 6.0 +568.896000872599 5227.1875 4.911345481872559 6.0 +568.916434554907 5233.53466796875 4.913834095001221 6.0 +568.9368684369765 5229.77197265625 4.914414882659912 6.0 +568.9573022188197 5240.17626953125 4.914316177368164 6.0 +568.9777359001964 5230.93701171875 4.914661407470703 6.0 +568.9981697811018 5234.66943359375 4.914109230041504 6.0 +569.0186035617808 5241.02294921875 4.914732456207275 6.0 +569.0390374422277 5236.30712890625 4.913756847381592 6.0 +569.0594711222002 5237.1591796875 4.9128217697143555 6.0 +569.0799049019479 5228.65625 4.913951873779297 6.0 +569.1003387812234 5231.36279296875 4.912686347961426 6.0 +569.1207724602718 5243.8857421875 4.914050579071045 6.0 +569.1412062388554 5232.205078125 4.913278579711914 6.0 +569.1616401172068 5236.69482421875 4.914351463317871 6.0 +569.1820737953167 5240.615234375 4.913792610168457 6.0 +569.2025075729689 5243.822265625 4.913850784301758 6.0 +569.2229414501489 5234.42138671875 4.913107395172119 6.0 +569.2433751271019 5231.57275390625 4.913782596588135 6.0 +569.2638089038228 5237.6318359375 4.914065361022949 6.0 +569.2842427800788 5235.85205078125 4.914118766784668 6.0 +569.3046764560931 5230.193359375 4.913924694061279 6.0 +569.3251102318827 5245.18115234375 4.916021347045898 6.0 +569.3455441069673 5237.68798828125 4.914793968200684 6.0 +569.3659778820584 5239.54150390625 4.915806293487549 6.0 +569.3864116566838 5236.8447265625 4.9152069091796875 6.0 +569.4068454310764 5246.70263671875 4.915487766265869 6.0 +569.4272791049953 5233.3896484375 4.914555549621582 6.0 +569.4477129784573 5243.97119140625 4.91364049911499 6.0 +569.4885804246733 5237.52880859375 4.913315296173096 6.0 +569.5090142974368 5250.38330078125 4.914609432220459 6.0 +569.5294480697339 5235.00537109375 4.910900115966797 6.0 +569.5498817415573 5237.818359375 4.913192272186279 6.0 +569.5703156131567 5243.02490234375 4.913346290588379 6.0 +569.5907493845152 5244.236328125 4.913552284240723 6.0 +569.6111830554146 5247.515625 4.914222717285156 6.0 +569.6316169260826 5231.333984375 4.913102149963379 6.0 +569.672484366245 5247.6162109375 4.915572166442871 6.0 +569.692918235749 5242.60009765625 4.915256500244141 6.0 +569.713352005012 5243.505859375 4.915241718292236 6.0 +569.7337858738174 5242.345703125 4.915214538574219 6.0 +569.7542195423885 5238.84716796875 4.9153313636779785 6.0 +569.7746533107274 5239.580078125 4.912415504455566 6.0 +569.7950871785943 5244.3330078125 4.91096830368042 6.0 +569.8155208460012 5236.6044921875 4.911778926849365 6.0 +569.8359546134016 5240.12841796875 4.911622047424316 6.0 +569.8768222468207 5245.546875 4.913776397705078 6.0 +569.8972559130634 5250.42236328125 4.915082931518555 6.0 +569.9176897788348 5245.57421875 4.914948463439941 6.0 +569.9381235443798 5243.75732421875 4.91568660736084 6.0 +569.9585572094511 5244.64501953125 4.915132999420166 6.0 +569.9789910742984 5232.5908203125 4.913794040679932 6.0 +569.9994248389121 5248.13623046875 4.91514778137207 6.0 +570.0198585030594 5247.3828125 4.914987564086914 6.0 +570.0402923669681 5249.146484375 4.913859844207764 6.0 +570.0607261304176 5240.1171875 4.913901329040527 6.0 +570.081159893627 5242.6005859375 4.914194583892822 6.0 +570.1220273188956 5237.43994140625 4.9145612716674805 6.0 +570.1424611811744 5248.40869140625 4.914936542510986 6.0 +570.1628949429942 5253.86962890625 4.915013313293457 6.0 +570.1833286043475 5250.2138671875 4.91303825378418 6.0 +570.2037624654622 5249.9169921875 4.9153666496276855 6.0 +570.2241962263506 5247.9072265625 4.914163589477539 6.0 +570.2446298867726 5250.306640625 4.91547966003418 6.0 +570.265063746956 5243.28759765625 4.915149211883545 6.0 +570.2854975066803 5246.828125 4.914900302886963 6.0 +570.3059312661717 5249.93505859375 4.915421962738037 6.0 +570.326365025423 5236.771484375 4.914146423339844 6.0 +570.3467987842159 5243.26513671875 4.914778232574463 6.0 +570.3672325425432 5237.173828125 4.914569854736328 6.0 +570.3876663006304 5244.43115234375 4.914270877838135 6.0 +570.4285339158887 5250.29443359375 4.91530704498291 6.0 +570.4489676730445 5240.68603515625 4.915065288543701 6.0 +570.4694013297412 5247.82666015625 4.915991306304932 6.0 +570.4898351862066 5240.916015625 4.914759635925293 6.0 +570.5102689421983 5247.90771484375 4.914546966552734 6.0 +570.5307025979637 5244.0400390625 4.914834022521973 6.0 +570.5511364532649 5238.01708984375 4.914853096008301 6.0 +570.5715702083253 5238.4228515625 4.915387153625488 6.0 +570.5920038631593 5252.71484375 4.915927410125732 6.0 +570.6124377175292 5244.595703125 4.915591239929199 6.0 +570.6328714716583 5241.52685546875 4.914645195007324 6.0 +570.673738978534 5239.4326171875 4.914278984069824 6.0 +570.6941727317317 5236.16259765625 4.915248870849609 6.0 +570.7350402367447 5238.71240234375 4.914811611175537 6.0 +570.7554739887782 5242.05908203125 4.915887832641602 6.0 +570.7759077403534 5229.18798828125 4.91407585144043 6.0 +570.7963414916958 5236.28955078125 4.915148735046387 6.0 +570.816775242798 5241.23583984375 4.915957927703857 6.0 +570.8372089934419 5239.79248046875 4.915942192077637 6.0 +570.8576427438529 5242.240234375 4.915799140930176 6.0 +570.878076493791 5230.767578125 4.9144158363342285 6.0 +570.8985102435036 5247.35888671875 4.916306972503662 6.0 +570.9189439927432 5243.1455078125 4.914587497711182 6.0 +570.9393777417572 5247.51171875 4.916309833526611 6.0 +570.9598115903063 5239.34912109375 4.915152549743652 6.0 +570.9802452386211 5243.36669921875 4.915299415588379 6.0 +571.0211128343144 5239.43994140625 4.914857864379883 6.0 +571.0415464814578 5236.56884765625 4.914119243621826 6.0 +571.0619802283763 5241.85791015625 4.914872646331787 6.0 +571.0824140750628 5248.63623046875 4.91422700881958 6.0 +571.1028477212822 5236.82958984375 4.912753582000732 6.0 +571.1232815672629 5241.35888671875 4.914761066436768 6.0 +571.1437153127845 5240.13720703125 4.915038585662842 6.0 +571.1641489580652 5240.5263671875 4.915113925933838 6.0 +571.184582802889 5234.94921875 4.914775848388672 6.0 +571.2050165474793 5242.18505859375 4.9139180183410645 6.0 +571.225450191836 5234.36376953125 4.91318416595459 6.0 +571.2458840357212 5234.728515625 4.912382125854492 6.0 +571.2663177791474 5235.63232421875 4.913367748260498 6.0 +571.2867515225662 5237.71875 4.912871360778809 6.0 +571.3071852652938 5242.94873046875 4.914515495300293 6.0 +571.3276190077886 5240.83642578125 4.9148149490356445 6.0 +571.3480527500433 5223.0048828125 4.913510799407959 6.0 +571.3684865918403 5241.1201171875 4.915246963500977 6.0 +571.388920233403 5227.30859375 4.913694381713867 6.0 +571.4093539747264 5238.7646484375 4.914920806884766 6.0 +571.4297878155921 5233.18896484375 4.915121555328369 6.0 +571.4502214559907 5239.2958984375 4.915009498596191 6.0 +571.4706552961507 5234.677734375 4.915308952331543 6.0 +571.4910889360835 5235.60986328125 4.914648056030273 6.0 +571.5115226755515 5223.435546875 4.913660049438477 6.0 +571.5319565145473 5244.1455078125 4.915205478668213 6.0 +571.5523901535489 5237.1474609375 4.914622783660889 6.0 +571.5728238918527 5242.7705078125 4.914875030517578 6.0 +571.5932577301501 5232.05615234375 4.913689136505127 6.0 +571.6136913677547 5243.38427734375 4.914507865905762 6.0 +571.63412510536 5235.1904296875 4.914139747619629 6.0 +571.6545589424932 5232.32568359375 4.914806842803955 6.0 +571.6749925791664 5230.951171875 4.913539409637451 6.0 +571.6954263156076 5235.69921875 4.915229320526123 6.0 +571.7158601518095 5231.6025390625 4.914361476898193 6.0 +571.7362937875514 5236.17626953125 4.915227890014648 6.0 +571.7567275228284 5228.775390625 4.914784908294678 6.0 +571.777161358099 5234.7197265625 4.914656639099121 6.0 +571.7975950926775 5236.30615234375 4.915009021759033 6.0 +571.8180287272553 5232.271484375 4.91477632522583 6.0 +571.8384625611288 5224.6630859375 4.914308071136475 6.0 +571.8588962950089 5227.3486328125 4.914603233337402 6.0 +571.8793300284233 5230.2734375 4.913954257965088 6.0 +571.8997637613647 5233.37353515625 4.914434432983398 6.0 +571.9201974940806 5230.86962890625 4.914200305938721 6.0 +571.9406313265645 5221.67578125 4.913726329803467 6.0 +571.9610649585738 5227.3544921875 4.914851188659668 6.0 +571.9814986901256 5225.71044921875 4.914095878601074 6.0 +572.001932521438 5226.54248046875 4.913725852966309 6.0 +572.0223661525233 5228.38818359375 4.913887977600098 6.0 +572.0427998831437 5215.9208984375 4.9133758544921875 6.0 +572.0632337135321 5224.01611328125 4.913645267486572 6.0 +572.1041010731351 5226.87890625 4.914827346801758 6.0 +572.1245348025914 5232.10302734375 4.914839744567871 6.0 +572.1449685313419 5238.09765625 4.915654182434082 6.0 +572.1654022600997 5225.10205078125 4.914280414581299 6.0 +572.1858359883918 5222.32958984375 4.913912773132324 6.0 +572.2062697164438 5223.58203125 4.914229869842529 6.0 +572.2471371711654 5220.494140625 4.91434907913208 6.0 +572.2675708980532 5222.39990234375 4.914508819580078 6.0 +572.2880047247163 5219.572265625 4.91437292098999 6.0 +572.308438450913 5222.7802734375 4.914535999298096 6.0 +572.3288720768687 5221.107421875 4.9143218994140625 6.0 +572.3493059026005 5220.828125 4.914013385772705 6.0 +572.3901732526574 5211.22900390625 4.912597179412842 6.0 +572.410607077225 5216.29248046875 4.91359806060791 6.0 +572.4310408013262 5219.74658203125 4.9139814376831055 6.0 +572.4719082488227 5221.0224609375 4.91360330581665 6.0 +572.4923419719853 5219.0068359375 4.912232875823975 6.0 +572.5127755949215 5218.70068359375 4.912930488586426 6.0 +572.5332094173937 5221.88671875 4.913270473480225 6.0 +572.5536431396322 5223.828125 4.913828372955322 6.0 +572.5740769613985 5218.19287109375 4.913388252258301 6.0 +572.5945105829378 5212.103515625 4.913334369659424 6.0 +572.6149443040049 5223.4912109375 4.914611339569092 6.0 +572.6353781248472 5217.0302734375 4.913516044616699 6.0 +572.6558117452223 5231.09912109375 4.915107250213623 6.0 +572.6762454653654 5223.73828125 4.913478374481201 6.0 +572.696679285269 5228.40380859375 4.913776397705078 6.0 +572.7171129047128 5221.2236328125 4.913124084472656 6.0 +572.7375466239173 5222.23876953125 4.9133758544921875 6.0 +572.7579804426641 5215.8828125 4.912219524383545 6.0 +572.7784141609445 5223.2021484375 4.912681579589844 6.0 +572.7988477792242 5218.05859375 4.912899017333984 6.0 +572.8192815967996 5216.17724609375 4.912318229675293 6.0 +572.8397153143815 5223.48486328125 4.913477897644043 6.0 +572.8601489312568 5221.72216796875 4.912906646728516 6.0 +572.880582748141 5228.28857421875 4.913931369781494 6.0 +572.901016364558 5216.97119140625 4.912446022033691 6.0 +572.9214501805036 5217.39111328125 4.912845611572266 6.0 +572.9418838962229 5207.87646484375 4.912497520446777 6.0 +572.9623175117085 5206.3984375 4.912239074707031 6.0 +572.9827513267228 5208.28173828125 4.912563800811768 6.0 +573.0031850412779 5212.21875 4.913223743438721 6.0 +573.0236186555994 5215.4931640625 4.913450717926025 6.0 +573.0440524696824 5209.6767578125 4.913194179534912 6.0 +573.0644861833061 5205.55322265625 4.912537097930908 6.0 +573.1053536096151 5210.02783203125 4.913090705871582 6.0 +573.1257873223076 5203.412109375 4.912187099456787 6.0 +573.1462210347672 5216.66455078125 4.913555145263672 6.0 +573.1666547465211 5210.6904296875 4.913242816925049 6.0 +573.1870884582822 5215.7236328125 4.913201808929443 6.0 +573.2075221695777 5215.1201171875 4.912756443023682 6.0 +573.2279558804003 5213.98876953125 4.912701606750488 6.0 +573.2483895909972 5221.203125 4.9132795333862305 6.0 +573.2688234013622 5212.955078125 4.913022518157959 6.0 +573.2892571112534 5210.11328125 4.912548542022705 6.0 +573.3096907209183 5204.15380859375 4.912300109863281 6.0 +573.3301245301191 5204.49365234375 4.911942005157471 6.0 +573.350558239079 5211.166015625 4.912563323974609 6.0 +573.3709918475797 5200.33447265625 4.912418365478516 6.0 +573.3914256558492 5199.14208984375 4.912012577056885 6.0 +573.4118593636449 5202.95361328125 4.912306785583496 6.0 +573.4322929712143 5202.14453125 4.912330150604248 6.0 +573.4527267783124 5194.9326171875 4.911515235900879 6.0 +573.473160485184 5203.69482421875 4.911691188812256 6.0 +573.4935940918222 5204.13623046875 4.912519931793213 6.0 +573.5140278979961 5198.384765625 4.911643981933594 6.0 +573.5344615036956 5192.66748046875 4.911627769470215 6.0 +573.5548952091704 5193.73095703125 4.911192417144775 6.0 +573.5753290144057 5196.498046875 4.911366939544678 6.0 +573.595762719182 5219.7734375 4.913686752319336 6.0 +573.6366301278031 5191.87060546875 4.9107136726379395 6.0 +573.6570638316407 5192.68017578125 4.911468029022217 6.0 +573.6774975350199 5194.40283203125 4.910445690155029 6.0 +573.6979312381591 5197.703125 4.9116692543029785 6.0 +573.7183649408398 5207.6201171875 4.912863254547119 6.0 +573.7387986432877 5198.37451171875 4.912044525146484 6.0 +573.7592323455028 5199.92236328125 4.912387847900391 6.0 +573.779666047245 5192.859375 4.911794185638428 6.0 +573.8000998485295 5210.599609375 4.913017272949219 6.0 +573.8205334495724 5198.58837890625 4.911863803863525 6.0 +573.8409671503905 5197.22802734375 4.912280559539795 6.0 +573.8614009507437 5200.423828125 4.912384986877441 6.0 +573.8818345508625 5207.80908203125 4.912703514099121 6.0 +573.9022682505092 5195.14306640625 4.911691188812256 6.0 +573.9227020499311 5202.9775390625 4.912222862243652 6.0 +573.9431356488785 5199.078125 4.911920547485352 6.0 +573.9635694476019 5206.39208984375 4.912639141082764 6.0 +573.9840031458589 5200.45947265625 4.9123969078063965 6.0 +574.0248705414342 5195.275390625 4.912271499633789 6.0 +574.0453042387599 5198.068359375 4.912546157836914 6.0 +574.0657378358446 5204.45556640625 4.912748336791992 6.0 +574.0861716324725 5200.52587890625 4.9123215675354 6.0 +574.106605328634 5198.794921875 4.911883354187012 6.0 +574.1270390245554 5197.28662109375 4.912400245666504 6.0 +574.1474727202512 5190.14892578125 4.911708831787109 6.0 +574.1679064154814 5195.52880859375 4.911952495574951 6.0 +574.1883401104715 5186.75537109375 4.910979747772217 6.0 +574.2087738050031 5197.92138671875 4.912092208862305 6.0 +574.229207499302 5201.400390625 4.912574768066406 6.0 +574.2496411931279 5190.13037109375 4.911223411560059 6.0 +574.290508579863 5196.08203125 4.912360191345215 6.0 +574.3109422727575 5194.6826171875 4.911768913269043 6.0 +574.3313759651937 5185.013671875 4.910735607147217 6.0 +574.3518096573971 5190.64501953125 4.911864757537842 6.0 +574.3722434493611 5187.91748046875 4.910822868347168 6.0 +574.3926770408652 5193.2431640625 4.912088871002197 6.0 +574.4131107319045 5182.013671875 4.911092281341553 6.0 +574.4335445227043 5177.48095703125 4.910451889038086 6.0 +574.4539781132771 5196.1015625 4.912186145782471 6.0 +574.474411803385 5188.4208984375 4.911484241485596 6.0 +574.4948455932536 5193.12548828125 4.9117584228515625 6.0 +574.5152791826622 5178.02197265625 4.910533905029297 6.0 +574.5357128718388 5193.68896484375 4.912059783935547 6.0 +574.5561466605432 5194.17333984375 4.9118146896362305 6.0 +574.5765802490205 5191.3359375 4.911275386810303 6.0 +574.5970139370329 5192.02685546875 4.911936283111572 6.0 +574.617447724806 5194.4921875 4.911501884460449 6.0 +574.6378814121199 5185.71533203125 4.910902500152588 6.0 +574.658315099201 5197.81298828125 4.912057399749756 6.0 +574.678748786042 5190.2275390625 4.911506652832031 6.0 +574.6991824724246 5200.10498046875 4.9120988845825195 6.0 +574.7196161583415 5177.078125 4.909907817840576 6.0 +574.7400498440184 5186.775390625 4.911231994628906 6.0 +574.7604835294696 5197.55908203125 4.912002086639404 6.0 +574.7809172144553 5191.49169921875 4.911247730255127 6.0 +574.8013508992008 5181.5556640625 4.910651683807373 6.0 +574.8217845834879 5179.126953125 4.910421848297119 6.0 +574.842218367543 5189.33154296875 4.911120414733887 6.0 +574.8626519511236 5179.78369140625 4.910019397735596 6.0 +574.8830856344794 5189.10205078125 4.911433219909668 6.0 +574.9035193173695 5187.14892578125 4.911244869232178 6.0 +574.9239530000195 5184.7958984375 4.9113054275512695 6.0 +574.9443866822112 5178.29736328125 4.9099812507629395 6.0 +574.96482036417 5188.5791015625 4.911479473114014 6.0 +574.9852540456559 5183.5068359375 4.910671234130859 6.0 +575.0056878271498 5184.36669921875 4.9108734130859375 6.0 +575.0261214079437 5184.17236328125 4.9105305671691895 6.0 +575.0465550884983 5177.806640625 4.910472869873047 6.0 +575.066988868828 5177.205078125 4.910314083099365 6.0 +575.0874224486906 5182.78125 4.910369396209717 6.0 +575.107856128081 5179.7666015625 4.910580158233643 6.0 +575.1282899072467 5176.4521484375 4.910545349121094 6.0 +575.1487234861779 5177.97607421875 4.909647464752197 6.0 +575.169157164637 5182.05615234375 4.910618305206299 6.0 +575.1895909428713 5184.05810546875 4.911381721496582 6.0 +575.2100246206392 5177.3701171875 4.909656524658203 6.0 +575.2304581981662 5180.30908203125 4.909353256225586 6.0 +575.2508919752363 5177.90185546875 4.909669399261475 6.0 +575.2713256520656 5176.43017578125 4.908761501312256 6.0 +575.2917592286685 5181.23291015625 4.910679817199707 6.0 +575.3121930048073 5177.71435546875 4.910040378570557 6.0 +575.3530604559128 5173.400390625 4.909888744354248 6.0 +575.3734940311188 5184.30859375 4.911166191101074 6.0 +575.3939277058525 5173.8603515625 4.909884929656982 6.0 +575.4143614801287 5177.5302734375 4.9102702140808105 6.0 +575.4552287279803 5176.8525390625 4.9100022315979 6.0 +575.4756625013179 5184.64306640625 4.910111427307129 6.0 +575.4960960744284 5179.4521484375 4.910008907318115 6.0 +575.5165297470667 5175.185546875 4.9099884033203125 6.0 +575.5369635194802 5175.96240234375 4.909766674041748 6.0 +575.5573970914265 5182.35791015625 4.910824775695801 6.0 +575.5778307631335 5178.53173828125 4.9099650382995605 6.0 +575.5982644343821 5174.68017578125 4.909951686859131 6.0 +575.6186981053979 5177.99658203125 4.910158157348633 6.0 +575.6391317761736 5171.5849609375 4.909462928771973 6.0 +575.6595654462581 5173.28076171875 4.909727096557617 6.0 +575.6799991163425 5175.92236328125 4.90889310836792 6.0 +575.7004328859548 5184.1650390625 4.910772323608398 6.0 +575.7208665553408 5179.20166015625 4.909610271453857 6.0 +575.7413001242603 5168.75341796875 4.9094696044921875 6.0 +575.7617338927084 5175.8369140625 4.909483432769775 6.0 +575.7821675609302 5175.09375 4.908879280090332 6.0 +575.8026011289185 5167.71923828125 4.908395290374756 6.0 +575.8230348964353 5168.53271484375 4.908167839050293 6.0 +575.8434685637258 5181.48828125 4.910159587860107 6.0 +575.8639021305498 5165.87744140625 4.908169746398926 6.0 +575.8843358971353 5181.85791015625 4.910121917724609 6.0 +575.9047695632617 5174.9853515625 4.910144805908203 6.0 +575.9456368945757 5179.5859375 4.910562515258789 6.0 +575.9660705597707 5167.6904296875 4.910136699676514 6.0 +575.9865041244993 5161.6982421875 4.908492565155029 6.0 +576.0069378889893 5179.400390625 4.910137176513672 6.0 +576.027371553253 5176.89501953125 4.910754680633545 6.0 +576.0478052170511 5167.748046875 4.90990686416626 6.0 +576.0682388803762 5168.9912109375 4.908838748931885 6.0 +576.0886725434757 5170.06591796875 4.909468650817871 6.0 +576.1091063063359 5165.09326171875 4.909661769866943 6.0 +576.1295399687369 5170.78369140625 4.909378528594971 6.0 +576.1499735306716 5163.91259765625 4.906251430511475 6.0 +576.1704072926077 5165.62060546875 4.908257007598877 6.0 +576.1908409538373 5167.67236328125 4.907778263092041 6.0 +576.2112745148406 5176.546875 4.9091291427612305 6.0 +576.2317082756053 5160.96923828125 4.908551216125488 6.0 +576.2521419359109 5180.70263671875 4.909847259521484 6.0 +576.2725754959829 5171.45166015625 4.90983772277832 6.0 +576.2930092558236 5170.33837890625 4.908792972564697 6.0 +576.3134428149569 5171.06005859375 4.909610748291016 6.0 +576.3338764740984 5163.3134765625 4.908511638641357 6.0 +576.3543102327676 5168.861328125 4.908836841583252 6.0 +576.3747437909769 5160.66552734375 4.907789707183838 6.0 +576.3951774489542 5165.99169921875 4.908171653747559 6.0 +576.4156112066994 5169.1552734375 4.90778112411499 6.0 +576.4360447639701 5164.318359375 4.907045841217041 6.0 +576.456478520784 5160.39697265625 4.9065046310424805 6.0 +576.476912177357 5158.79248046875 4.906959533691406 6.0 +576.4973457337037 5175.5048828125 4.908780574798584 6.0 +576.5177794895862 5161.56982421875 4.907230854034424 6.0 +576.5382131450024 5173.62890625 4.908483982086182 6.0 +576.5586468004112 5176.4052734375 4.909471035003662 6.0 +576.5790804551289 5174.4423828125 4.907729625701904 6.0 +576.5995141096064 5171.9921875 4.908731460571289 6.0 +576.6199477638584 5175.27734375 4.910557746887207 6.0 +576.6403814176447 5172.87939453125 4.909924507141113 6.0 +576.6608150711982 5171.83154296875 4.909852504730225 6.0 +576.6812487245115 5167.45068359375 4.908897876739502 6.0 +576.7016824771345 5171.720703125 4.909421443939209 6.0 +576.7221160297486 5184.1962890625 4.91098690032959 6.0 +576.7425496819051 5162.09228515625 4.907756328582764 6.0 +576.7629834335967 5152.6123046875 4.906811237335205 6.0 +576.7834169850539 5159.66943359375 4.907999038696289 6.0 +576.8038507362726 5166.93408203125 4.907127380371094 6.0 +576.8242843870321 5168.47412109375 4.904706954956055 6.0 +576.8447179373179 5157.7392578125 4.9048333168029785 6.0 +576.8651516873797 5164.38232421875 4.905851364135742 6.0 +576.8855853372079 5171.44580078125 4.906295299530029 6.0 +576.9060188865697 5165.04736328125 4.906977653503418 6.0 +576.92645263546 5168.478515625 4.909082889556885 6.0 +576.9468862843569 5176.28857421875 4.90862512588501 6.0 +576.967319932548 5168.9677734375 4.907808780670166 6.0 +576.9877535805135 5169.25830078125 4.909724235534668 6.0 +577.0081872282462 5165.556640625 4.908361911773682 6.0 +577.0490545225402 5167.52197265625 4.908877372741699 6.0 +577.0694881693416 5164.74755859375 4.906763553619385 6.0 +577.0899217154365 5171.29931640625 4.909095287322998 6.0 +577.1103554615402 5159.32861328125 4.905807971954346 6.0 +577.1307891071774 5165.353515625 4.906458377838135 6.0 +577.1512227523417 5164.89697265625 4.906702518463135 6.0 +577.1716563972805 5160.3212890625 4.906283378601074 6.0 +577.1920900417535 5161.7998046875 4.905452728271484 6.0 +577.2125237862201 5160.89208984375 4.90518856048584 6.0 +577.232957329994 5160.447265625 4.9056715965271 6.0 +577.2533909735357 5170.45947265625 4.906017303466797 6.0 +577.2738247168381 5166.09375 4.90619421005249 6.0 +577.3146919020583 5168.947265625 4.90675163269043 6.0 +577.3351256441965 5163.400390625 4.905209064483643 6.0 +577.3555591861077 5167.025390625 4.906589508056641 6.0 +577.375992827554 5164.68603515625 4.907345294952393 6.0 +577.396426568761 5172.919921875 4.90803337097168 6.0 +577.416860109508 5173.50927734375 4.909411907196045 6.0 +577.437293750023 5171.080078125 4.905070781707764 6.0 +577.4577274900657 5170.728515625 4.906164646148682 6.0 +577.4781610298814 5165.8505859375 4.905269622802734 6.0 +577.498594769233 5164.21923828125 4.9053120613098145 6.0 +577.5190284083437 5173.79248046875 4.907687664031982 6.0 +577.5394620472289 5169.15771484375 4.907258987426758 6.0 +577.5598956856484 5169.13525390625 4.907024383544922 6.0 +577.5803293235949 5172.0908203125 4.907637119293213 6.0 +577.6007629613159 5163.14794921875 4.907395839691162 6.0 +577.6211965985713 5178.15087890625 4.908516883850098 6.0 +577.6416302355865 5172.9873046875 4.90790319442749 6.0 +577.6620638723762 5178.75927734375 4.908226490020752 6.0 +577.6824975087002 5170.693359375 4.907297611236572 6.0 +577.7029311447841 5165.89306640625 4.905918598175049 6.0 +577.7233646804088 5165.7998046875 4.907525539398193 6.0 +577.7437984155695 5170.22998046875 4.906959533691406 6.0 +577.7642320507221 5172.04248046875 4.907953262329102 6.0 +577.7846655851827 5174.3154296875 4.908297061920166 6.0 +577.805099319412 5163.826171875 4.906223773956299 6.0 +577.8255329534004 5174.49658203125 4.907470226287842 6.0 +577.8459666869312 5171.744140625 4.9069318771362305 6.0 +577.8664002202277 5178.73779296875 4.9083662033081055 6.0 +577.8868338530519 5166.4326171875 4.907009601593018 6.0 +577.9072675856514 5167.85546875 4.906158447265625 6.0 +577.9277011180093 5165.13232421875 4.906946659088135 6.0 +577.9481347496767 5176.03564453125 4.907131195068359 6.0 +577.9685684813448 5172.30224609375 4.908337593078613 6.0 +578.0094356432746 5174.5380859375 4.907915115356445 6.0 +578.0298693737786 5164.81787109375 4.907113075256348 6.0 +578.0503030040418 5178.16552734375 4.907827854156494 6.0 +578.0707365338458 5164.9794921875 4.907782554626465 6.0 +578.0911702620215 5175.95263671875 4.908256530761719 6.0 +578.1116038911205 5172.61328125 4.907961845397949 6.0 +578.1320374199931 5179.544921875 4.909364223480225 6.0 +578.1524711484017 5168.46240234375 4.908501148223877 6.0 +578.1729047765693 5168.4453125 4.906775951385498 6.0 +578.2137720315222 5182.18505859375 4.908626079559326 6.0 +578.2342056587586 5178.439453125 4.908443450927734 6.0 +578.2546393853045 5179.04931640625 4.908303260803223 6.0 +578.275072911616 5176.82861328125 4.908321857452393 6.0 +578.2955065376882 5166.02880859375 4.907938480377197 6.0 +578.3159402635356 5168.4892578125 4.907903671264648 6.0 +578.336373788683 5163.63427734375 4.907057762145996 6.0 +578.3568074138238 5171.11474609375 4.908641815185547 6.0 +578.3772410382735 5169.685546875 4.907982349395752 6.0 +578.4589755335037 5175.37548828125 4.909374237060547 6.0 +578.4794091565491 5180.47900390625 4.909812927246094 6.0 +578.5202764012574 5179.1416015625 4.909512519836426 6.0 +578.5407101231394 5165.90869140625 4.9089837074279785 6.0 +578.5611437447951 5174.54931640625 4.9091901779174805 6.0 +578.5815772659844 5181.86376953125 4.9083099365234375 6.0 +578.6224446071938 5176.46337890625 4.907382965087891 6.0 +578.6428781274517 5180.90625 4.908401012420654 6.0 +578.6633118472382 5178.52294921875 4.909213066101074 6.0 +578.6837454667984 5185.77783203125 4.910943031311035 6.0 +578.7041789858922 5191.77197265625 4.9112868309021 6.0 +578.7246127047474 5176.7001953125 4.909457683563232 6.0 +578.7450463231435 5182.0361328125 4.909005165100098 6.0 +578.7654798413059 5181.78857421875 4.908114433288574 6.0 +578.785913558997 5178.7841796875 4.909213066101074 6.0 +578.8063471764617 5181.76904296875 4.908480644226074 6.0 +578.82678069346 5175.3212890625 4.90654182434082 6.0 +578.8472144102197 5187.86376953125 4.908255577087402 6.0 +578.8676480265203 5179.45849609375 4.908175945281982 6.0 +578.8880817425816 5184.9619140625 4.908571243286133 6.0 +578.9085152584157 5178.18408203125 4.908276081085205 6.0 +578.928948873785 5184.12939453125 4.90836763381958 6.0 +578.9493825886893 5180.5029296875 4.908109664916992 6.0 +578.9698161033521 5179.041015625 4.908449649810791 6.0 +578.99024971779 5180.77978515625 4.907670497894287 6.0 +579.0106834317558 5185.75439453125 4.911086559295654 6.0 +579.0311170452624 5189.3896484375 4.910653114318848 6.0 +579.0515505585354 5182.841796875 4.909847736358643 6.0 +579.0719842715771 5185.14208984375 4.9101738929748535 6.0 +579.0924177841443 5186.90087890625 4.9090471267700195 6.0 +579.1332851083571 5180.9619140625 4.909176349639893 6.0 +579.1537186197675 5181.912109375 4.909877300262451 6.0 +579.1741522311786 5180.41455078125 4.909511089324951 6.0 +579.194585941892 5183.81689453125 4.909153938293457 6.0 +579.2150194525966 5181.0576171875 4.909235000610352 6.0 +579.2354531626115 5183.44775390625 4.910431861877441 6.0 +579.2763202819333 5188.5771484375 4.909584999084473 6.0 +579.2967539912497 5187.1787109375 4.910019397735596 6.0 +579.337621108476 5183.61181640625 4.90936803817749 6.0 +579.3580548166283 5184.33203125 4.9084954261779785 6.0 +579.3784884243069 5191.2197265625 4.908886909484863 6.0 +579.3989220317599 5190.42333984375 4.909785270690918 6.0 +579.4397892457346 5184.9921875 4.909790992736816 6.0 +579.4602228520162 5177.9013671875 4.908796310424805 6.0 +579.4806564580722 5186.53759765625 4.910009384155273 6.0 +579.5010900638881 5188.71044921875 4.910654544830322 6.0 +579.5215236692457 5184.716796875 4.9109601974487305 6.0 +579.5419572741375 5188.5947265625 4.909383296966553 6.0 +579.5623908787966 5197.794921875 4.911710262298584 6.0 +579.5828244832155 5198.64208984375 4.911661624908447 6.0 +579.6032581871768 5197.23486328125 4.912604808807373 6.0 +579.6236916908965 5196.693359375 4.9102983474731445 6.0 +579.6441253941593 5188.0478515625 4.908978462219238 6.0 +579.6645589971886 5192.33154296875 4.911144733428955 6.0 +579.6849924997514 5189.6123046875 4.909603595733643 6.0 +579.7054262020756 5186.673828125 4.908218860626221 6.0 +579.7258598039407 5193.6650390625 4.9096479415893555 6.0 +579.7462933055649 5186.04150390625 4.909384250640869 6.0 +579.8075941081333 5197.8564453125 4.912391662597656 6.0 +579.8280278083621 5195.4736328125 4.9118242263793945 6.0 +579.8484613081309 5198.97607421875 4.911612510681152 6.0 +579.8688949076604 5207.45849609375 4.912199020385742 6.0 +579.8893286069651 5199.94677734375 4.911777973175049 6.0 +579.9506294023086 5202.99072265625 4.910530090332031 6.0 +579.9710630002155 5199.45166015625 4.910223007202148 6.0 +579.9914965976495 5198.87646484375 4.908409118652344 6.0 +580.0119301946252 5193.7490234375 4.909543037414551 6.0 +580.032363791368 5204.32080078125 4.911208629608154 6.0 +580.0527974878714 5196.3544921875 4.911820888519287 6.0 +580.073230983915 5197.1513671875 4.911256790161133 6.0 +580.0936645794936 5204.181640625 4.912469387054443 6.0 +580.1140982750658 5192.8857421875 4.9114580154418945 6.0 +580.1345317699452 5206.19482421875 4.911933898925781 6.0 +580.1549653645925 5206.97119140625 4.91287088394165 6.0 +580.1753990590005 5201.30419921875 4.912342071533203 6.0 +580.1958325529486 5202.73388671875 4.911688327789307 6.0 +580.2162661466646 5207.28271484375 4.912187576293945 6.0 +580.2366998399084 5207.93603515625 4.912980556488037 6.0 +580.2571333329252 5210.15478515625 4.911451816558838 6.0 +580.277566925477 5206.26318359375 4.912784576416016 6.0 +580.2980006177895 5203.8681640625 4.912271976470947 6.0 +580.3184341098749 5203.98486328125 4.912237644195557 6.0 +580.3388678012561 5209.18359375 4.911833763122559 6.0 +580.3593013926438 5208.29541015625 4.913509845733643 6.0 +580.3797348835651 5212.17578125 4.914114952087402 6.0 +580.4206021642385 5212.18310546875 4.913909435272217 6.0 +580.4410357542292 5205.56103515625 4.912935256958008 6.0 +580.461469343747 5211.9853515625 4.913861274719238 6.0 +580.5023364216322 5219.05712890625 4.913805961608887 6.0 +580.5227701102267 5216.75634765625 4.914097785949707 6.0 +580.5432036983475 5205.8759765625 4.913323402404785 6.0 +580.5636371860091 5220.80908203125 4.913796424865723 6.0 +580.5840708734322 5206.484375 4.914219856262207 6.0 +580.604504460629 5220.9130859375 4.914618968963623 6.0 +580.6249379473593 5219.7646484375 4.914863109588623 6.0 +580.6453716338583 5220.0859375 4.914417743682861 6.0 +580.6658052198836 5228.1611328125 4.916029930114746 6.0 +580.6862389054513 5222.57861328125 4.914261341094971 6.0 +580.7066723910102 5224.505859375 4.914340496063232 6.0 +580.7271059758787 5219.85693359375 4.914210796356201 6.0 +580.767973144917 5212.68212890625 4.914113998413086 6.0 +580.7884067290797 5218.30859375 4.914065837860107 6.0 +580.8088404127848 5225.1376953125 4.915805339813232 6.0 +580.8292738960154 5209.45556640625 4.913389682769775 6.0 +580.8497074790212 5222.37744140625 4.913384914398193 6.0 +580.8701411615621 5215.8291015625 4.9135894775390625 6.0 +580.8905747438621 5219.08935546875 4.9133758544921875 6.0 +580.911008225703 5222.9208984375 4.913581371307373 6.0 +580.9314419073125 5225.740234375 4.913806915283203 6.0 +580.9518754886813 5211.53076171875 4.913379669189453 6.0 +580.9723089695908 5230.83251953125 4.913992881774902 6.0 +580.9927426500362 5227.478515625 4.914446830749512 6.0 +581.0131762302408 5228.12939453125 4.912912845611572 6.0 +581.0336099102205 5216.84375 4.913524627685547 6.0 +581.0540433897331 5231.30810546875 4.915045738220215 6.0 +581.0744769687735 5225.92529296875 4.914400100708008 6.0 +581.0949106475891 5234.53466796875 4.914028167724609 6.0 +581.1357777042795 5231.3671875 4.9140305519104 6.0 +581.156211282163 5226.05810546875 4.913850784301758 6.0 +581.1766448595808 5227.58056640625 4.91335391998291 6.0 +581.197078336525 5232.685546875 4.914995193481445 6.0 +581.2175120132451 5227.32568359375 4.91395902633667 6.0 +581.2583790657518 5231.56396484375 4.913321495056152 6.0 +581.2788127415333 5229.4716796875 4.915770530700684 6.0 +581.2992463168557 5235.1357421875 4.915840148925781 6.0 +581.319679891938 5234.0078125 4.914825916290283 6.0 +581.3401134665619 5229.1962890625 4.915379047393799 6.0 +581.360547040953 5228.32470703125 4.914775848388672 6.0 +581.3809807151047 5235.20263671875 4.915553569793701 6.0 +581.4218477620234 5231.95166015625 4.913925647735596 6.0 +581.442281435011 5231.3740234375 4.9149627685546875 6.0 +581.4627150075394 5229.85302734375 4.915670394897461 6.0 +581.4831484798342 5242.283203125 4.917570114135742 6.0 +581.5035821516576 5233.46923828125 4.915383338928223 6.0 +581.5240157232547 5232.486328125 4.916359901428223 6.0 +581.5444491946182 5239.95068359375 4.916233539581299 6.0 +581.5648828655103 5232.84814453125 4.915714263916016 6.0 +581.5853164359432 5234.5322265625 4.916430473327637 6.0 +581.6057499061426 5234.21484375 4.91577672958374 6.0 +581.6261835761034 5245.78466796875 4.916253566741943 6.0 +581.646617145605 5241.80712890625 4.916429042816162 6.0 +581.667050614873 5234.904296875 4.9140849113464355 6.0 +581.6874842836696 5230.34619140625 4.914551258087158 6.0 +581.7079178520071 5244.49658203125 4.9157938957214355 6.0 +581.7283515201125 5243.34912109375 4.916432857513428 6.0 +581.7487849879763 5250.44921875 4.917977333068848 6.0 +581.7692185553824 5242.84912109375 4.915920734405518 6.0 +581.8100856892561 5262.2138671875 4.918693542480469 6.0 +581.8305192557309 5241.7373046875 4.916339874267578 6.0 +581.8509528217401 5247.2939453125 4.917782783508301 6.0 +581.8713863875091 5245.75 4.917138576507568 6.0 +581.8918199528198 5235.89013671875 4.915284156799316 6.0 +581.9122535178976 5237.51806640625 4.916670322418213 6.0 +581.9326870825025 5238.44873046875 4.9158034324646 6.0 +581.9531206468819 5244.2158203125 4.91640567779541 6.0 +581.9735543107963 5247.32470703125 4.91688346862793 6.0 +581.9939877744691 5239.08984375 4.916447639465332 6.0 +582.0144213379172 5241.42236328125 4.916029453277588 6.0 +582.034855000893 5244.25732421875 4.916475296020508 6.0 +582.0552884634089 5238.72705078125 4.917044639587402 6.0 +582.0757221256936 5250.7138671875 4.918290138244629 6.0 +582.0961556875118 5240.13525390625 4.9164862632751465 6.0 +582.1165891490891 5248.20068359375 4.917271137237549 6.0 +582.1370228104424 5250.44384765625 4.917239189147949 6.0 +582.157456371322 5252.80810546875 4.917178630828857 6.0 +582.1778898317425 5239.5625 4.917220592498779 6.0 +582.1983234919317 5246.98876953125 4.917214870452881 6.0 +582.2187570518872 5243.57763671875 4.916718006134033 6.0 +582.2391905113691 5242.576171875 4.916827201843262 6.0 +582.2596241706269 5248.08203125 4.9179863929748535 6.0 +582.280057729411 5245.5400390625 4.917002201080322 6.0 +582.3004912879696 5239.65478515625 4.9177093505859375 6.0 +582.3209248460626 5254.12841796875 4.917524337768555 6.0 +582.3413584036898 5250.36669921875 4.917761325836182 6.0 +582.3617919613098 5258.833984375 4.918032169342041 6.0 +582.3822255182386 5245.36669921875 4.9161553382873535 6.0 +582.4230927313911 5259.39599609375 4.9188666343688965 6.0 +582.4435262876214 5247.91943359375 4.916962623596191 6.0 +582.4843933986776 5253.48193359375 4.918517589569092 6.0 +582.5048269535109 5248.27734375 4.917836666107178 6.0 +582.5252604083362 5250.25048828125 4.919182300567627 6.0 +582.5456940627046 5249.353515625 4.917887210845947 6.0 +582.5661275166058 5258.03466796875 4.91986083984375 6.0 +582.5865610702676 5249.80712890625 4.917233467102051 6.0 +582.6069947234719 5255.02880859375 4.917349338531494 6.0 +582.6274281764418 5259.740234375 4.91751766204834 6.0 +582.6478617291723 5254.6572265625 4.918456554412842 6.0 +582.6682953814452 5249.7373046875 4.917080879211426 6.0 +582.6887288332509 5255.3720703125 4.917627334594727 6.0 +582.7091623848173 5254.85498046875 4.9174089431762695 6.0 +582.7295960361589 5249.591796875 4.915510654449463 6.0 +582.7704630374355 5246.498046875 4.916912078857422 6.0 +582.790896687613 5251.462890625 4.918327808380127 6.0 +582.8317637870277 5248.8203125 4.918067455291748 6.0 +582.8521973360403 5245.7734375 4.916851997375488 6.0 +582.8726308850528 5242.61767578125 4.917356967926025 6.0 +582.8930644333595 5253.5712890625 4.919184684753418 6.0 +582.9339315292891 5255.97412109375 4.918832778930664 6.0 +582.9543651766653 5262.8447265625 4.919808387756348 6.0 +582.9747986238144 5251.62255859375 4.919172286987305 6.0 +582.9952321704986 5251.70263671875 4.9181623458862305 6.0 +583.0156658169435 5247.56689453125 4.918345928192139 6.0 +583.0360992629285 5246.6796875 4.918700218200684 6.0 +583.0565328086814 5251.38037109375 4.918788433074951 6.0 +583.0769664539621 5258.06201171875 4.919444561004639 6.0 +583.0973998990157 5253.91455078125 4.918665885925293 6.0 +583.1178334438373 5258.22998046875 4.919201374053955 6.0 +583.1382670879539 5251.2392578125 4.91797399520874 6.0 +583.1587005320762 5260.87158203125 4.918722152709961 6.0 +583.1791341757344 5263.58203125 4.920099258422852 6.0 +583.1995677189188 5260.04052734375 4.919888973236084 6.0 +583.220001161877 5251.013671875 4.91942024230957 6.0 +583.2404348043638 5258.6298828125 4.920232772827148 6.0 +583.281301788651 5256.28369140625 4.9192681312561035 6.0 +583.3017354302137 5248.03076171875 4.917459011077881 6.0 +583.3221689713027 5251.619140625 4.917760372161865 6.0 +583.3426024121654 5251.67138671875 4.919081211090088 6.0 +583.3630360527895 5253.17724609375 4.919339179992676 6.0 +583.3834695929545 5252.69921875 4.919118881225586 6.0 +583.4039030328859 5246.2568359375 4.917968273162842 6.0 +583.4243366723531 5249.8642578125 4.918308734893799 6.0 +583.4447702113466 5249.287109375 4.918810844421387 6.0 +583.4652036503467 5248.451171875 4.918400764465332 6.0 +583.4856372886425 5248.16552734375 4.918688774108887 6.0 +583.506070826712 5255.01708984375 4.9190897941589355 6.0 +583.5265044645494 5253.57470703125 4.918919563293457 6.0 +583.5469379019196 5251.978515625 4.918807506561279 6.0 +583.5673714390505 5250.91748046875 4.918949127197266 6.0 +583.5878050757237 5244.49755859375 4.917515754699707 6.0 +583.6082385121554 5243.59521484375 4.917995452880859 6.0 +583.6286720481294 5253.1806640625 4.919748306274414 6.0 +583.6491056838713 5248.5556640625 4.918778896331787 6.0 +583.6695391191461 5256.10791015625 4.919646263122559 6.0 +583.6899726541815 5250.41748046875 4.919490337371826 6.0 +583.7104062889921 5242.548828125 4.918015956878662 6.0 +583.7308397230954 5243.51123046875 4.918651103973389 6.0 +583.7512732572068 5252.79052734375 4.919510364532471 6.0 +583.7717068908532 5247.09619140625 4.918644905090332 6.0 +583.792140424026 5242.1318359375 4.918308258056641 6.0 +583.8125738569724 5236.62255859375 4.917966365814209 6.0 +583.8330074896876 5250.90283203125 4.919099807739258 6.0 +583.8534410216962 5235.14794921875 4.917566776275635 6.0 +583.8738745537121 5247.63525390625 4.918905258178711 6.0 +583.8943080852623 5251.49365234375 4.918819904327393 6.0 +583.9147416163396 5249.818359375 4.9195380210876465 6.0 +583.9351751474242 5245.03515625 4.919225215911865 6.0 +583.9760421079554 5245.0546875 4.917884349822998 6.0 +583.9964757378766 5247.443359375 4.918267250061035 6.0 +584.0169092673314 5260.12109375 4.919958114624023 6.0 +584.0373426963197 5252.17333984375 4.918667793273926 6.0 +584.0577763253023 5240.8046875 4.918053150177002 6.0 +584.0782098535929 5246.6279296875 4.918986797332764 6.0 +584.0986432816426 5247.40673828125 4.9188690185546875 6.0 +584.1190769094683 5249.31005859375 4.919782638549805 6.0 +584.1395104368275 5247.84130859375 4.919519901275635 6.0 +584.1599439639467 5251.07958984375 4.919558525085449 6.0 +584.1803774906075 5241.7412109375 4.918233871459961 6.0 +584.2212446429912 5254.2890625 4.919515609741211 6.0 +584.2416780687199 5241.169921875 4.917057991027832 6.0 +584.2621115939837 5245.294921875 4.918511867523193 6.0 +584.2825452190082 5244.43212890625 4.918581962585449 6.0 +584.3029786438055 5235.9765625 4.91766881942749 6.0 +584.323412168138 5243.224609375 4.918157577514648 6.0 +584.3438457919983 5243.736328125 4.917891979217529 6.0 +584.3642793156323 5250.0234375 4.918598175048828 6.0 +584.4051463617288 5238.93408203125 4.918059349060059 6.0 +584.4255798844315 5244.16162109375 4.918269634246826 6.0 +584.4460133066677 5244.2890625 4.918202877044678 6.0 +584.4664469284326 5241.2333984375 4.918415069580078 6.0 +584.4868804499711 5240.63525390625 4.917882919311523 6.0 +584.507313871276 5235.68310546875 4.917459487915039 6.0 +584.5277474921095 5231.134765625 4.917564868927002 6.0 +584.5481810124838 5238.0263671875 4.918095111846924 6.0 +584.5686146326188 5248.64306640625 4.91822624206543 6.0 +584.5890480525268 5229.7431640625 4.916625499725342 6.0 +584.6094815719698 5239.29248046875 4.917898654937744 6.0 +584.62991509118 5232.78564453125 4.916358947753906 6.0 +584.6503486099173 5233.5009765625 4.916872024536133 6.0 +584.6707820284282 5235.68798828125 4.917038917541504 6.0 +584.691215646475 5227.802734375 4.916797637939453 6.0 +584.7116491640481 5230.4033203125 4.916601657867432 6.0 +584.7320826816285 5230.60009765625 4.91670560836792 6.0 +584.7525161985104 5245.71484375 4.9186177253723145 6.0 +584.772949715385 5242.8984375 4.918165683746338 6.0 +584.7933832315684 5240.525390625 4.917296886444092 6.0 +584.8138168477453 5242.19140625 4.917875289916992 6.0 +584.8342502634623 5230.67529296875 4.916360855102539 6.0 +584.8546838787152 5233.96728515625 4.916648864746094 6.0 +584.8751173937271 5234.15234375 4.916691303253174 6.0 +584.89555080828 5233.66650390625 4.916600704193115 6.0 +584.9159844226015 5238.65478515625 4.916611194610596 6.0 +584.977284963461 5229.04052734375 4.917055606842041 6.0 +584.9977184763775 5232.7421875 4.917145729064941 6.0 +585.0181518888348 5230.9736328125 4.9163289070129395 6.0 +585.0385855010609 5226.7666015625 4.916082859039307 6.0 +585.059019013046 5223.50048828125 4.916251182556152 6.0 +585.0794524245721 5228.21435546875 4.91657829284668 6.0 +585.099886035634 5236.8408203125 4.917020320892334 6.0 +585.120319546455 5229.04638671875 4.916579246520996 6.0 +585.1407529570497 5233.27880859375 4.917235374450684 6.0 +585.1611865671803 5224.763671875 4.915750503540039 6.0 +585.1816200768371 5235.3935546875 4.917413234710693 6.0 +585.2020536862692 5220.99462890625 4.9158406257629395 6.0 +585.2224870954669 5217.93115234375 4.915346145629883 6.0 +585.2429206041925 5221.62890625 4.91594934463501 6.0 +585.2837877207276 5228.54443359375 4.916978359222412 6.0 +585.304221128521 5223.03369140625 4.915787696838379 6.0 +585.3246546358569 5228.19482421875 4.917309284210205 6.0 +585.3450881429599 5226.66845703125 4.916779518127441 6.0 +585.3655216495899 5222.44775390625 4.916539192199707 6.0 +585.3859552559952 5226.423828125 4.91671895980835 6.0 +585.426822167632 5224.00390625 4.9162726402282715 6.0 +585.4472557728732 5218.564453125 4.915672779083252 6.0 +585.46768917788 5219.7236328125 4.915454864501953 6.0 +585.4881226826474 5230.9677734375 4.916061878204346 6.0 +585.5085562869572 5232.35302734375 4.917462348937988 6.0 +585.5289896907998 5216.73779296875 4.916430950164795 6.0 +585.5494232944038 5218.73486328125 4.916768550872803 6.0 +585.5698567975487 5225.63427734375 4.917720794677734 6.0 +585.59029020046 5221.3798828125 4.9167914390563965 6.0 +585.6107238031327 5226.40234375 4.9169535636901855 6.0 +585.6311573053463 5226.90771484375 4.916945457458496 6.0 +585.6515908070942 5224.90673828125 4.9168853759765625 6.0 +585.672024308602 5232.44873046875 4.9175944328308105 6.0 +585.6924578098842 5228.8134765625 4.917498588562012 6.0 +585.7128913107008 5227.025390625 4.91737699508667 6.0 +585.7333248110444 5217.89208984375 4.916746139526367 6.0 +585.7537583113954 5221.708984375 4.916626930236816 6.0 +585.7741918110478 5224.39599609375 4.917641639709473 6.0 +585.7946254104609 5222.4970703125 4.916715621948242 6.0 +585.8150588096469 5225.6875 4.917263031005859 6.0 +585.835492308368 5224.9736328125 4.917577743530273 6.0 +585.8559259068497 5222.96044921875 4.918047904968262 6.0 +585.8763593048716 5221.373046875 4.917083263397217 6.0 +585.8967929026549 5209.08642578125 4.916436672210693 6.0 +585.917226399979 5208.68408203125 4.916052341461182 6.0 +585.9376597970695 5216.17919921875 4.916159629821777 6.0 +585.9580933936959 5211.603515625 4.916463851928711 6.0 +585.9785268900814 5218.26904296875 4.9160284996032715 6.0 +585.9989602860078 5210.9794921875 4.91579008102417 6.0 +586.0193938816956 5215.9697265625 4.916689395904541 6.0 +586.0398272769235 5211.26904296875 4.916855335235596 6.0 +586.0602607719193 5215.0107421875 4.916381359100342 6.0 +586.080694366683 5205.41162109375 4.915687561035156 6.0 +586.1011277609723 5213.19140625 4.916277885437012 6.0 +586.121561254804 5216.61767578125 4.916558742523193 6.0 +586.1419948483963 5215.857421875 4.917130470275879 6.0 +586.1624282417615 5205.17333984375 4.916372299194336 6.0 +586.182861734429 5208.57763671875 4.916068077087402 6.0 +586.2032953270973 5215.73046875 4.916885852813721 6.0 +586.2237288192919 5208.47998046875 4.91587495803833 6.0 +586.2441623112609 5218.83154296875 4.917165279388428 6.0 +586.2850292937947 5207.67138671875 4.915998935699463 6.0 +586.3054627845995 5208.87158203125 4.916480541229248 6.0 +586.3258962751715 5209.89794921875 4.916506767272949 6.0 +586.3463297652706 5216.83740234375 4.9170074462890625 6.0 +586.3871967445448 5207.2783203125 4.915473937988281 6.0 +586.4076302337198 5205.357421875 4.91603946685791 6.0 +586.42806382243 5209.86865234375 4.916548728942871 6.0 +586.4484972106729 5212.45068359375 4.915934085845947 6.0 +586.4689306989094 5207.4755859375 4.9167280197143555 6.0 +586.4893642866882 5208.50732421875 4.9160685539245605 6.0 +586.5302311610722 5205.51904296875 4.9155449867248535 6.0 +586.5506647476868 5209.7490234375 4.915911674499512 6.0 +586.5710981340671 5203.6201171875 4.915253639221191 6.0 +586.591531719976 5195.2529296875 4.914196491241455 6.0 +586.6119652056586 5208.58251953125 4.915793418884277 6.0 +586.6323986908683 5205.37890625 4.9160990715026855 6.0 +586.6528321758524 5206.16796875 4.914881229400635 6.0 +586.6732655606029 5202.62939453125 4.915188312530518 6.0 +586.693699144882 5202.03857421875 4.915283203125 6.0 +586.7141326287019 5205.08203125 4.915262222290039 6.0 +586.734566112289 5201.01416015625 4.915736198425293 6.0 +586.7549994956353 5201.0771484375 4.915499210357666 6.0 +586.7754330785247 5205.7353515625 4.914648532867432 6.0 +586.7958665609476 5205.15673828125 4.915651321411133 6.0 +586.816299943137 5205.30322265625 4.9159393310546875 6.0 +586.8367335250878 5189.21337890625 4.91486120223999 6.0 +586.8571670065794 5197.94775390625 4.9158196449279785 6.0 +586.8776003878302 5208.5966796875 4.917221546173096 6.0 +586.8980339686241 5197.98486328125 4.916079044342041 6.0 +586.9184674489516 5210.9931640625 4.916418552398682 6.0 +586.9389010292725 5194.18115234375 4.915833950042725 6.0 +586.9593344089008 5198.86083984375 4.915910720825195 6.0 +586.9797678882969 5201.39013671875 4.916333198547363 6.0 +587.0002014674537 5191.76416015625 4.915262222290039 6.0 +587.0206348463835 5191.48974609375 4.915567398071289 6.0 +587.0410683246155 5191.62255859375 4.915290355682373 6.0 +587.061501902841 5199.01123046875 4.916088581085205 6.0 +587.0819352803737 5192.80419921875 4.915743827819824 6.0 +587.1023687579072 5198.7568359375 4.916393280029297 6.0 +587.1228023349686 5197.0068359375 4.916058540344238 6.0 +587.14323571157 5200.021484375 4.916292667388916 6.0 +587.1636691879394 5197.1455078125 4.916146278381348 6.0 +587.1841027638366 5199.6181640625 4.916311740875244 6.0 +587.2045362395074 5194.6611328125 4.9159255027771 6.0 +587.2249696149447 5187.0205078125 4.914762496948242 6.0 +587.2454031899106 5205.46435546875 4.9166669845581055 6.0 +587.2658366644173 5190.3857421875 4.91540002822876 6.0 +587.2862701386912 5190.67578125 4.915557861328125 6.0 +587.306703612725 5194.69873046875 4.916318416595459 6.0 +587.3271370863004 5190.58935546875 4.915597438812256 6.0 +587.3475706594036 5198.8623046875 4.915987968444824 6.0 +587.3884375049238 5207.84326171875 4.9169721603393555 6.0 +587.4088709771022 5197.06201171875 4.9155707359313965 6.0 +587.4293044490405 5200.4345703125 4.916126251220703 6.0 +587.4497378205197 5199.0 4.916224956512451 6.0 +587.4701713917602 5191.2412109375 4.915062427520752 6.0 +587.4906048625417 5191.74267578125 4.9155473709106445 6.0 +587.5110382328567 5187.599609375 4.9141740798950195 6.0 +587.5314718031732 5194.70703125 4.915160655975342 6.0 +587.5519052727832 5187.71484375 4.913099765777588 6.0 +587.5723387424005 5185.451171875 4.912704944610596 6.0 +587.5927722115448 5214.4287109375 4.914565563201904 6.0 +587.6132056802307 5197.35498046875 4.914809703826904 6.0 +587.6336392486846 5191.83544921875 4.9141526222229 6.0 +587.6540726166713 5200.39501953125 4.915450572967529 6.0 +587.6745060844187 5180.28173828125 4.914403915405273 6.0 +587.6949396517084 5194.06689453125 4.915129661560059 6.0 +587.7153731187573 5188.24169921875 4.914626598358154 6.0 +587.7358064855798 5196.884765625 4.915565013885498 6.0 +587.7562400519382 5188.47021484375 4.91420841217041 6.0 +587.7766735178229 5193.03759765625 4.915292739868164 6.0 +587.7971068834813 5184.55322265625 4.914292812347412 6.0 +587.8175404489084 5189.4833984375 4.9145426750183105 6.0 +587.8379739138618 5182.5439453125 4.913498401641846 6.0 +587.858407278356 5186.3603515625 4.9148712158203125 6.0 +587.878840842619 5185.841796875 4.91429328918457 6.0 +587.899274306641 5184.8076171875 4.913504600524902 6.0 +587.9197076702039 5179.2587890625 4.914154052734375 6.0 +587.9401412335355 5184.8701171875 4.914144515991211 6.0 +587.9605746963935 5180.86376953125 4.914225101470947 6.0 +587.9810082590266 5178.0751953125 4.913561820983887 6.0 +588.0014416211925 5181.919921875 4.914060592651367 6.0 +588.0218750831191 5177.1455078125 4.913674831390381 6.0 +588.0423085445873 5186.298828125 4.914651870727539 6.0 +588.0627420058227 5178.8623046875 4.914257049560547 6.0 +588.0831754665851 5189.13818359375 4.9153056144714355 6.0 +588.103608927122 5177.744140625 4.9143829345703125 6.0 +588.1240423871932 5183.5625 4.914521217346191 6.0 +588.1444758470243 5177.59228515625 4.913946628570557 6.0 +588.164909306397 5182.40771484375 4.913971900939941 6.0 +588.1853427655369 5174.25048828125 4.913384914398193 6.0 +588.2057762244367 5183.61083984375 4.91415548324585 6.0 +588.2262096826453 5179.21484375 4.912055492401123 6.0 +588.2466431408538 5174.7275390625 4.913911819458008 6.0 +588.2670765985895 5176.21923828125 4.913774490356445 6.0 +588.2875101558675 5181.630859375 4.913477897644043 6.0 +588.3079435129112 5172.646484375 4.913547039031982 6.0 +588.3283770697162 5173.986328125 4.913999080657959 6.0 +588.3488105260622 5176.775390625 4.913060665130615 6.0 +588.3692438821745 5185.9365234375 4.91472864151001 6.0 +588.3896774378154 5168.880859375 4.9137396812438965 6.0 +588.450977802655 5173.83544921875 4.914315223693848 6.0 +588.4714112569054 5174.447265625 4.914798736572266 6.0 +588.4918446109223 5181.01513671875 4.914783954620361 6.0 +588.5122781644677 5182.66455078125 4.914802551269531 6.0 +588.5327116177868 5177.01171875 4.914130210876465 6.0 +588.5531450706403 5175.88330078125 4.913668155670166 6.0 +588.5735785232537 5178.533203125 4.914299964904785 6.0 +588.5940119754086 5170.359375 4.913743495941162 6.0 +588.6144454273308 5180.65185546875 4.914783954620361 6.0 +588.6348788790128 5177.53955078125 4.914548873901367 6.0 +588.6553123300037 5169.955078125 4.914175033569336 6.0 +588.675745880988 5173.67822265625 4.914117336273193 6.0 +588.6961793315131 5172.6025390625 4.913893699645996 6.0 +588.7166126815719 5174.69775390625 4.914468288421631 6.0 +588.7370462313993 5169.25244140625 4.914010047912598 6.0 +588.7574796809859 5178.9296875 4.914429187774658 6.0 +588.7779130301133 5177.1728515625 4.914636135101318 6.0 +588.7983465787693 5171.14306640625 4.913987159729004 6.0 +588.8187799271982 5174.37646484375 4.914244651794434 6.0 +588.839213375395 5177.513671875 4.914368152618408 6.0 +588.859646923127 5176.2265625 4.914748668670654 6.0 +588.8800802706173 5173.24267578125 4.914083003997803 6.0 +588.90051371765 5179.6025390625 4.914937496185303 6.0 +588.9209472642106 5173.4423828125 4.914129257202148 6.0 +588.9413806107768 5167.0634765625 4.913351535797119 6.0 +588.9822476022819 5163.95458984375 4.9126362800598145 6.0 +589.0026809476767 5168.0458984375 4.913275718688965 6.0 +589.0231144926147 5173.0615234375 4.912215709686279 6.0 +589.0435479373118 5170.96435546875 4.912565231323242 6.0 +589.0639812817826 5170.3564453125 4.913437843322754 6.0 +589.0844148255565 5172.1259765625 4.912862777709961 6.0 +589.1048482693295 5164.0849609375 4.912539482116699 6.0 +589.1252817126297 5159.232421875 4.911980628967285 6.0 +589.1457151554714 5168.96875 4.912787914276123 6.0 +589.166148598073 5172.40673828125 4.913596153259277 6.0 +589.1865820402163 5170.16357421875 4.913541316986084 6.0 +589.2070155821275 5168.744140625 4.913049697875977 6.0 +589.2274489238043 5173.81787109375 4.9132843017578125 6.0 +589.247882365009 5168.1025390625 4.91353178024292 6.0 +589.268315905756 5167.2451171875 4.913001537322998 6.0 +589.2887492464943 5156.74560546875 4.9120192527771 6.0 +589.3091827865428 5165.48486328125 4.913351535797119 6.0 +589.3296162263578 5163.119140625 4.913051128387451 6.0 +589.3500495659391 5166.8212890625 4.913491249084473 6.0 +589.3704831050491 5169.60205078125 4.914132118225098 6.0 +589.3909165439327 5166.2685546875 4.913842678070068 6.0 +589.4113498823426 5171.55712890625 4.914066791534424 6.0 +589.4317834205285 5166.50537109375 4.913104057312012 6.0 +589.4522167582472 5163.9150390625 4.913240432739258 6.0 +589.4726501957266 5158.3828125 4.91265869140625 6.0 +589.4930837327483 5163.73779296875 4.912923812866211 6.0 +589.533950505851 5151.7529296875 4.91163444519043 6.0 +589.5543840419414 5158.900390625 4.91240119934082 6.0 +589.5748174775654 5165.87548828125 4.91387939453125 6.0 +589.5952508129485 5160.88134765625 4.913280963897705 6.0 +589.6156843481076 5161.1123046875 4.91304349899292 6.0 +589.6361177828003 5166.06787109375 4.913617134094238 6.0 +589.65655121702 5163.68310546875 4.912991046905518 6.0 +589.6769846510142 5165.0693359375 4.913046360015869 6.0 +589.6974180847756 5161.197265625 4.913434982299805 6.0 +589.7178516180647 5157.73681640625 4.912691593170166 6.0 +589.738284950894 5166.49267578125 4.913085460662842 6.0 +589.7587183834912 5162.4716796875 4.912904739379883 6.0 +589.7791519158491 5163.091796875 4.913191795349121 6.0 +589.799585247747 5161.74560546875 4.913057804107666 6.0 +589.8200186794129 5154.1904296875 4.912729263305664 6.0 +589.8404522106066 5154.87744140625 4.9128217697143555 6.0 +589.8608855415732 5160.22607421875 4.9125165939331055 6.0 +589.9017525023373 5160.9765625 4.912308216094971 6.0 +589.9221858321398 5158.8857421875 4.912129878997803 6.0 +589.9426192617102 5154.9619140625 4.911965370178223 6.0 +589.9630527908084 5165.09716796875 4.91295862197876 6.0 +589.9834861196796 5162.22021484375 4.912746429443359 6.0 +590.0039196480793 5162.36865234375 4.911447525024414 6.0 +590.0243530762527 5153.28125 4.9107489585876465 6.0 +590.0447865041933 5164.7783203125 4.9124979972839355 6.0 +590.0652199316683 5162.39208984375 4.911895751953125 6.0 +590.0856533586702 5155.78564453125 4.91222620010376 6.0 +590.1060867854467 5155.19482421875 4.912009239196777 6.0 +590.126520211983 5159.9248046875 4.9131388664245605 6.0 +590.146953638061 5163.31982421875 4.912836074829102 6.0 +590.1673870636732 5154.951171875 4.911839008331299 6.0 +590.1878204890527 5158.9794921875 4.912928104400635 6.0 +590.208253914192 5164.97412109375 4.912624359130859 6.0 +590.2286872388722 5168.29150390625 4.912903308868408 6.0 +590.2491207633138 5166.09130859375 4.912631511688232 6.0 +590.2695541872963 5160.19873046875 4.91220235824585 6.0 +590.2899875110452 5160.66650390625 4.912790298461914 6.0 +590.3104210343299 5154.64892578125 4.912010192871094 6.0 +590.3308544573738 5151.1845703125 4.9119086265563965 6.0 +590.3717213023046 5162.390625 4.913188457489014 6.0 +590.3921547241916 5158.13916015625 4.912239074707031 6.0 +590.4125882458466 5159.53173828125 4.912611484527588 6.0 +590.4330215672671 5159.5166015625 4.9126296043396 6.0 +590.4534549882155 5159.61572265625 4.912638187408447 6.0 +590.4738885087063 5153.8720703125 4.912121772766113 6.0 +590.4943218289554 5164.2685546875 4.9133148193359375 6.0 +590.514755248747 5158.7783203125 4.912473201751709 6.0 +590.5351887685392 5155.2763671875 4.912099361419678 6.0 +590.555622187625 5155.7333984375 4.912535667419434 6.0 +590.5760555064844 5159.60205078125 4.912857532501221 6.0 +590.5964890251125 5147.6787109375 4.911879062652588 6.0 +590.616922443267 5161.60107421875 4.913268089294434 6.0 +590.6373557611951 5158.83447265625 4.912525653839111 6.0 +590.657789278659 5163.2548828125 4.912978649139404 6.0 +590.6782226956493 5164.08056640625 4.913121700286865 6.0 +590.6986561126469 5151.20068359375 4.911669731140137 6.0 +590.7395229452377 5154.67431640625 4.912280559539795 6.0 +590.7599564610719 5155.0546875 4.912373065948486 6.0 +590.7803897764388 5159.7529296875 4.912418842315674 6.0 +590.8008231915665 5156.43798828125 4.912180423736572 6.0 +590.8212566062357 5161.34716796875 4.9118971824646 6.0 +590.8416900206721 5163.91259765625 4.913017272949219 6.0 +590.8621233348676 5148.46435546875 4.9107842445373535 6.0 +590.8825568483735 5164.06787109375 4.913203716278076 6.0 +590.9029902618786 5144.21533203125 4.911304473876953 6.0 +590.9438570877173 5155.8310546875 4.912548065185547 6.0 +590.9642905000583 5146.927734375 4.9115166664123535 6.0 +590.9847239119263 5153.73291015625 4.911627769470215 6.0 +591.0051573235687 5159.9990234375 4.912235260009766 6.0 +591.0255907349783 5166.65087890625 4.912210941314697 6.0 +591.0460242459158 5162.66552734375 4.912303924560547 6.0 +591.0664575566261 5155.3876953125 4.911426544189453 6.0 +591.0868909668716 5152.93603515625 4.910306453704834 6.0 +591.1073244768777 5153.2216796875 4.910927772521973 6.0 +591.1277578864247 5156.1435546875 4.910858631134033 6.0 +591.148191195738 5165.46923828125 4.9115891456604 6.0 +591.16862470458 5154.8662109375 4.909021854400635 6.0 +591.1890581131956 5161.013671875 4.911838054656982 6.0 +591.2094914215777 5160.89501953125 4.910953998565674 6.0 +591.2299249294883 5156.1845703125 4.910621166229248 6.0 +591.2707916441577 5160.07373046875 4.9118242263793945 6.0 +591.2912251509042 5153.0576171875 4.911211013793945 6.0 +591.3116585574244 5160.2958984375 4.910593509674072 6.0 +591.332091863711 5147.435546875 4.910637855529785 6.0 +591.3525253695261 5149.50927734375 4.910604476928711 6.0 +591.372958775115 5156.025390625 4.91131591796875 6.0 +591.3933922802389 5158.94873046875 4.911455154418945 6.0 +591.4138255851212 5163.8720703125 4.912420749664307 6.0 +591.4342589895459 5149.97900390625 4.911952495574951 6.0 +591.4546924934984 5145.80908203125 4.910834789276123 6.0 +591.4751257974567 5157.0087890625 4.911989688873291 6.0 +591.5159926039778 5155.1015625 4.91138219833374 6.0 +591.5364260067654 5160.7021484375 4.912328720092773 6.0 +591.5568594090946 5151.7568359375 4.911875247955322 6.0 +591.577292811191 5150.7041015625 4.9114990234375 6.0 +591.5977262128145 5165.9091796875 4.91323709487915 6.0 +591.6181596142123 5151.50732421875 4.911537170410156 6.0 +591.6385931153782 5158.37841796875 4.911623954772949 6.0 +591.6590264160695 5151.5361328125 4.911314487457275 6.0 +591.6794598163033 5153.05517578125 4.910478115081787 6.0 +591.6998933162977 5155.94873046875 4.910037040710449 6.0 +591.7407601153682 5167.6748046875 4.911594390869141 6.0 +591.7611935144378 5157.24365234375 4.912292003631592 6.0 +591.7816268130337 5156.50830078125 4.9124603271484375 6.0 +591.8020603114055 5159.74169921875 4.912680149078369 6.0 +591.8224937093037 5157.97021484375 4.9121575355529785 6.0 +591.8429270069755 5155.572265625 4.911384105682373 6.0 +591.8633605041832 5160.96533203125 4.912133693695068 6.0 +591.88379390115 5159.76806640625 4.912148475646973 6.0 +591.9042271976577 5159.0791015625 4.912364959716797 6.0 +591.9246606939341 5161.375 4.912474155426025 6.0 +591.9450940897368 5163.0087890625 4.9129228591918945 6.0 +591.9655274853139 5158.76025390625 4.912851810455322 6.0 +591.9859608806582 5160.29541015625 4.913607120513916 6.0 +592.0063942755296 5151.7841796875 4.911742210388184 6.0 +592.0268276699426 5160.916015625 4.912200927734375 6.0 +592.0472610641227 5148.85498046875 4.911468029022217 6.0 +592.0676944580628 5162.19580078125 4.910940170288086 6.0 +592.0881279515452 5167.47705078125 4.912837505340576 6.0 +592.108561344794 5170.84423828125 4.913293838500977 6.0 +592.1289946375691 5165.4423828125 4.91048526763916 6.0 +592.1494281301202 5159.9619140625 4.910699367523193 6.0 +592.1698615222049 5163.3564453125 4.912231922149658 6.0 +592.1902948140487 5161.10986328125 4.912257194519043 6.0 +592.2107283054356 5161.54541015625 4.912055015563965 6.0 +592.2311615965882 5162.88330078125 4.912811279296875 6.0 +592.2515949872686 5166.82666015625 4.913128852844238 6.0 +592.2924617677127 5164.54638671875 4.912979602813721 6.0 +592.3128951574618 5156.3115234375 4.912868499755859 6.0 +592.333328646986 5171.0712890625 4.914237022399902 6.0 +592.3537619360432 5167.9130859375 4.913768291473389 6.0 +592.3741953246281 5164.05126953125 4.913931846618652 6.0 +592.3946288129882 5153.00634765625 4.912530899047852 6.0 +592.415062101114 5161.3046875 4.913268566131592 6.0 +592.4354955887684 5164.09130859375 4.9131879806518555 6.0 +592.4559289761964 5168.64208984375 4.913722038269043 6.0 +592.4763623631588 5174.8056640625 4.915085315704346 6.0 +592.4967957498811 5171.81884765625 4.914455890655518 6.0 +592.517229136145 5169.20947265625 4.9137420654296875 6.0 +592.5376625221761 5173.705078125 4.914636611938477 6.0 +592.5580959077342 5165.83056640625 4.912550926208496 6.0 +592.5785292930668 5168.6376953125 4.914320468902588 6.0 +592.6193961625613 5175.4130859375 4.914638042449951 6.0 +592.6398294469618 5172.9951171875 4.914786338806152 6.0 +592.6602628308974 5161.5498046875 4.913576126098633 6.0 +592.6806963143608 5174.37451171875 4.914283752441406 6.0 +592.7011295975972 5168.9580078125 4.9137797355651855 6.0 +592.7215630806022 5171.90966796875 4.914280414581299 6.0 +592.7419964631335 5174.91796875 4.913538932800293 6.0 +592.7624297454386 5172.80908203125 4.913783073425293 6.0 +592.7828632272722 5173.19287109375 4.91306209564209 6.0 +592.8032966086466 5174.28857421875 4.913786888122559 6.0 +592.8237298900203 5183.1376953125 4.913755416870117 6.0 +592.8645967513658 5171.75 4.9119133949279785 6.0 +592.8850300313425 5174.330078125 4.912382125854492 6.0 +592.9054635113134 5189.6982421875 4.9145331382751465 6.0 +592.9258967908245 5173.37353515625 4.913606643676758 6.0 +592.9463301698706 5180.97412109375 4.912848949432373 6.0 +592.9667636486847 5169.82763671875 4.913209438323975 6.0 +592.9871969272572 5186.51611328125 4.914456844329834 6.0 +593.007630305372 5189.50537109375 4.915543079376221 6.0 +593.0280637830147 5176.00927734375 4.913806438446045 6.0 +593.048497160431 5170.76220703125 4.913107395172119 6.0 +593.0689305376145 5178.40625 4.914449214935303 6.0 +593.0893639143324 5180.51611328125 4.91402006149292 6.0 +593.1097972908101 5173.30517578125 4.913991451263428 6.0 +593.1302307668302 5184.4189453125 4.914907932281494 6.0 +593.1506640426087 5181.77587890625 4.9151811599731445 6.0 +593.1710974179296 5183.60888671875 4.9143548011779785 6.0 +593.1915308930184 5180.01220703125 4.914916515350342 6.0 +593.21196416764 5169.36376953125 4.913583278656006 6.0 +593.2323975420222 5177.3740234375 4.915006637573242 6.0 +593.2528310159469 5176.40283203125 4.914918899536133 6.0 +593.2732642896299 5184.27099609375 4.915426254272461 6.0 +593.2936976630881 5178.88623046875 4.914312362670898 6.0 +593.3141311360814 5175.1103515625 4.914554119110107 6.0 +593.3549977808943 5183.435546875 4.914399147033691 6.0 +593.3754312529563 5195.16455078125 4.915611743927002 6.0 +593.3958645245439 5182.83447265625 4.914751052856445 6.0 +593.4162979959074 5187.02001953125 4.913654327392578 6.0 +593.4367313668045 5188.779296875 4.914248466491699 6.0 +593.4571647374614 5185.40478515625 4.9140496253967285 6.0 +593.47759810766 5182.9990234375 4.914019584655762 6.0 +593.5184648471186 5179.46630859375 4.913320541381836 6.0 +593.5388982163859 5194.59423828125 4.9145097732543945 6.0 +593.5593315854203 5189.4365234375 4.915205478668213 6.0 +593.579764953749 5182.0849609375 4.914137363433838 6.0 +593.6001983220849 5191.91650390625 4.915335178375244 6.0 +593.6206316899552 5187.07275390625 4.914425373077393 6.0 +593.6410649575846 5187.80224609375 4.914853572845459 6.0 +593.6614984247572 5186.45361328125 4.913913249969482 6.0 +593.6819317914633 5197.4033203125 4.913939476013184 6.0 +593.7023650579358 5193.40234375 4.915677547454834 6.0 +593.7227985241698 5196.39208984375 4.915241718292236 6.0 +593.7432318899446 5197.9140625 4.91568660736084 6.0 +593.76366535548 5200.0556640625 4.915957450866699 6.0 +593.7840986205556 5200.447265625 4.915866374969482 6.0 +593.8045319853991 5197.69921875 4.914592266082764 6.0 +593.8249654500032 5195.3232421875 4.91480827331543 6.0 +593.8453987141474 5201.787109375 4.914092540740967 6.0 +593.8658320778268 5197.37451171875 4.9130377769470215 6.0 +593.8862655412668 5196.00634765625 4.914090633392334 6.0 +593.9066988042468 5194.6298828125 4.914903163909912 6.0 +593.9271321669949 5208.8662109375 4.917051315307617 6.0 +593.9475656295035 5209.99462890625 4.9166669845581055 6.0 +593.967998991553 5191.62890625 4.9133172035217285 6.0 +593.988432253369 5206.57763671875 4.917160987854004 6.0 +594.0088657147135 5199.61474609375 4.915991306304932 6.0 +594.0292990758317 5200.4169921875 4.914104461669922 6.0 +594.0497323364834 5190.08251953125 4.914794921875 6.0 +594.0701657968966 5201.8349609375 4.91576623916626 6.0 +594.0905991568507 5192.13623046875 4.91439962387085 6.0 +594.1110326165654 5203.2451171875 4.916298866271973 6.0 +594.1314658758201 5206.15771484375 4.915820121765137 6.0 +594.1518992348429 5205.69091796875 4.915767669677734 6.0 +594.1723326936335 5209.82373046875 4.917078018188477 6.0 +594.1927659519497 5207.94091796875 4.916359901428223 6.0 +594.2131993100411 5202.80908203125 4.916537761688232 6.0 +594.2336327676603 5210.48291015625 4.917314052581787 6.0 +594.2540660248196 5201.15380859375 4.915289402008057 6.0 +594.2744993817469 5205.78955078125 4.916067600250244 6.0 +594.2949327384413 5215.1533203125 4.91715145111084 6.0 +594.3153660946627 5208.90625 4.916937828063965 6.0 +594.3357994506587 5200.689453125 4.915709018707275 6.0 +594.3562328061817 5213.5439453125 4.917538642883301 6.0 +594.3766661614791 5222.03125 4.9184489250183105 6.0 +594.3970995165437 5225.43115234375 4.9194746017456055 6.0 +594.4175328711426 5216.609375 4.918771743774414 6.0 +594.4379662252686 5217.11865234375 4.918298721313477 6.0 +594.4583996791698 5225.38232421875 4.919777870178223 6.0 +594.4788330328302 5216.62109375 4.918395519256592 6.0 +594.4992662860313 5215.583984375 4.918665885925293 6.0 +594.5196997387684 5217.60595703125 4.918459415435791 6.0 +594.5401330914974 5224.52880859375 4.919104099273682 6.0 +594.5605663435344 5222.9248046875 4.918187618255615 6.0 +594.5809997953402 5218.14013671875 4.91879415512085 6.0 +594.601433146905 5221.958984375 4.91849422454834 6.0 +594.6218663982436 5232.3173828125 4.919556140899658 6.0 +594.6422998488852 5225.0703125 4.918192386627197 6.0 +594.6627331995187 5236.794921875 4.919683933258057 6.0 +594.6831664496931 5228.494140625 4.918280601501465 6.0 +594.7035998994033 5228.71484375 4.918379783630371 6.0 +594.7240332488727 5232.96142578125 4.918675899505615 6.0 +594.7444664981158 5220.87646484375 4.918651103973389 6.0 +594.7648999468947 5225.23583984375 4.919199466705322 6.0 +594.7853332952 5219.19921875 4.918838024139404 6.0 +594.8057667435132 5224.3154296875 4.919143199920654 6.0 +594.8261999911265 5222.51611328125 4.919089317321777 6.0 +594.8466333385004 5223.759765625 4.918827533721924 6.0 +594.8670667856495 5221.412109375 4.918783187866211 6.0 +594.8875000325643 5226.82568359375 4.919483661651611 6.0 +594.907933378774 5220.30517578125 4.918544292449951 6.0 +594.9283668249918 5216.85888671875 4.918885231018066 6.0 +594.9488000707424 5223.982421875 4.919650554656982 6.0 +594.9692334160209 5226.32958984375 4.918749809265137 6.0 +594.9896667610737 5231.10888671875 4.9192352294921875 6.0 +595.0305334502409 5239.5009765625 4.919274806976318 6.0 +595.0509668943632 5230.85009765625 4.919684410095215 6.0 +595.0714001380184 5238.99267578125 4.920252323150635 6.0 +595.0918334812013 5228.724609375 4.918849468231201 6.0 +595.1122669243923 5231.5009765625 4.918755054473877 6.0 +595.1327001668833 5241.01611328125 4.919856548309326 6.0 +595.1531336093685 5241.6748046875 4.919545650482178 6.0 +595.1735669513946 5242.57275390625 4.919527530670166 6.0 +595.1940001929543 5237.39111328125 4.91970682144165 6.0 +595.2144336342753 5243.83544921875 4.9203572273254395 6.0 +595.2348669753701 5239.3115234375 4.920013904571533 6.0 +595.2553002159984 5239.08740234375 4.920042037963867 6.0 +595.2757336561554 5234.890625 4.919470310211182 6.0 +595.296166996086 5238.5068359375 4.919799327850342 6.0 +595.3166003357837 5246.32763671875 4.920218467712402 6.0 +595.3370336750086 5236.8564453125 4.919973850250244 6.0 +595.3574670140079 5234.5830078125 4.919358730316162 6.0 +595.3779003525415 5242.26953125 4.920994281768799 6.0 +595.398333690835 5245.580078125 4.921743392944336 6.0 +595.4187670286701 5238.244140625 4.920260906219482 6.0 +595.4392003662724 5238.14990234375 4.920444488525391 6.0 +595.4596337036346 5237.57080078125 4.920923709869385 6.0 +595.4800670405384 5244.814453125 4.921045303344727 6.0 +595.5005004769773 5233.705078125 4.920153617858887 6.0 +595.5209338131754 5244.05029296875 4.921295166015625 6.0 +595.5413670491471 5245.640625 4.921115875244141 6.0 +595.5618004846474 5239.52294921875 4.919543743133545 6.0 +595.5822338199214 5249.94921875 4.9208903312683105 6.0 +595.602667054729 5231.9765625 4.920292854309082 6.0 +595.6231004893052 5234.8115234375 4.920343399047852 6.0 +595.6435338234078 5239.19140625 4.919647216796875 6.0 +595.663967057284 5244.8076171875 4.920919418334961 6.0 +595.6844004909217 5250.27880859375 4.921266078948975 6.0 +595.7048337238666 5231.9638671875 4.9197163581848145 6.0 +595.7252670568123 5247.970703125 4.921103477478027 6.0 +595.7457004892931 5235.22998046875 4.920041561126709 6.0 +595.7661337215322 5255.41064453125 4.9220991134643555 6.0 +595.7865670533138 5244.00537109375 4.921088218688965 6.0 +595.8070004846231 5236.7001953125 4.920076370239258 6.0 +595.8274337159382 5249.2001953125 4.920992851257324 6.0 +595.8478671465564 5247.609375 4.921167373657227 6.0 +595.8683004771738 5237.26806640625 4.920407295227051 6.0 +595.8887338073182 5239.11279296875 4.920083045959473 6.0 +595.9091671370043 5243.2685546875 4.919872760772705 6.0 +595.9296004664502 5240.2978515625 4.920063018798828 6.0 +595.9500337954378 5255.26025390625 4.921744346618652 6.0 +595.9704671241925 5244.48388671875 4.920816898345947 6.0 +595.9909004527144 5245.92724609375 4.920968055725098 6.0 +596.0113337807634 5248.78125 4.921191692352295 6.0 +596.0317672085876 5238.509765625 4.920320510864258 6.0 +596.0522004359373 5241.7724609375 4.9208197593688965 6.0 +596.0726337630622 5248.60546875 4.9215874671936035 6.0 +596.0930671897222 5244.55908203125 4.921228408813477 6.0 +596.1135004161479 5243.71240234375 4.920583248138428 6.0 +596.1339337421014 5250.818359375 4.92168664932251 6.0 +596.1543671678301 5246.89501953125 4.920868873596191 6.0 +596.1748003933171 5228.36474609375 4.920337200164795 6.0 +596.1952338183473 5246.56884765625 4.921230316162109 6.0 +596.2156671429111 5240.572265625 4.921618938446045 6.0 +596.2361003672413 5251.79443359375 4.921298503875732 6.0 +596.2565337913329 5247.62109375 4.920624256134033 6.0 +596.2769671149654 5244.30126953125 4.920635223388672 6.0 +596.297400338357 5263.7626953125 4.9220452308654785 6.0 +596.3382666839898 5240.0693359375 4.920313835144043 6.0 +596.3587000062253 5247.47265625 4.9211649894714355 6.0 +596.3791333282206 5248.9609375 4.920212268829346 6.0 +596.3995666499904 5255.3779296875 4.9219536781311035 6.0 +596.4199999712946 5241.7958984375 4.92087459564209 6.0 +596.4404332921258 5244.44580078125 4.919447422027588 6.0 +596.4608666127315 5259.44384765625 4.92005729675293 6.0 +596.501733353005 5248.265625 4.921254634857178 6.0 +596.542599991888 5250.82666015625 4.921731948852539 6.0 +596.5630333108566 5248.6484375 4.920712947845459 6.0 +596.5834665295988 5250.06689453125 4.921168804168701 6.0 +596.6038999478769 5245.58251953125 4.920769214630127 6.0 +596.6243332656813 5244.7255859375 4.920411586761475 6.0 +596.6447664832594 5240.6083984375 4.91968297958374 6.0 +596.6651999006062 5273.60205078125 4.923072814941406 6.0 +596.6856332174793 5245.70751953125 4.920841217041016 6.0 +596.7060664338933 5263.94921875 4.922101974487305 6.0 +596.7469331660177 5257.5390625 4.921647071838379 6.0 +596.7673664817339 5258.63818359375 4.921827793121338 6.0 +596.7877997969845 5248.78759765625 4.920949935913086 6.0 +596.8082331117621 5255.6083984375 4.922127723693848 6.0 +596.8286664263142 5249.01953125 4.919557571411133 6.0 +596.8490997404006 5249.06298828125 4.9205756187438965 6.0 +596.8695330544797 5248.9443359375 4.92025899887085 6.0 +596.8899663678676 5253.50537109375 4.9208526611328125 6.0 +596.9103996810227 5252.4931640625 4.920842170715332 6.0 +596.9308329939377 5238.4130859375 4.919338703155518 6.0 +596.9512663063942 5237.95849609375 4.91912841796875 6.0 +596.971699618618 5239.96337890625 4.9184889793396 6.0 +596.9921329303688 5245.2861328125 4.919281482696533 6.0 +597.0125663418949 5255.47802734375 4.921205043792725 6.0 +597.0329995531865 5239.3701171875 4.919894218444824 6.0 +597.053432864006 5248.9267578125 4.921261310577393 6.0 +597.0738662743679 5260.5869140625 4.921983242034912 6.0 +597.0942994844954 5250.6796875 4.921536445617676 6.0 +597.1147327943836 5248.83251953125 4.921031475067139 6.0 +597.1351662038142 5248.220703125 4.920359134674072 6.0 +597.1555994130103 5250.013671875 4.921167373657227 6.0 +597.1760327217344 5241.91748046875 4.92003059387207 6.0 +597.1964661302336 5240.45263671875 4.920102119445801 6.0 +597.2168993382656 5249.40771484375 4.920137882232666 6.0 +597.2373327460591 5244.72119140625 4.920752048492432 6.0 +597.2577660536263 5249.6083984375 4.920245170593262 6.0 +597.278199260727 5245.50439453125 4.920792102813721 6.0 +597.2986326673563 5238.66650390625 4.920619487762451 6.0 +597.3190659739921 5239.66015625 4.919766902923584 6.0 +597.3394992799294 5248.27197265625 4.9213547706604 6.0 +597.3599325858595 5239.9794921875 4.9204840660095215 6.0 +597.3803658910983 5248.671875 4.920623779296875 6.0 +597.4007991963299 5245.4619140625 4.920133113861084 6.0 +597.4212326011038 5236.126953125 4.920116901397705 6.0 +597.4620991094853 5245.89404296875 4.920842170715332 6.0 +597.4825325130878 5243.443359375 4.919976234436035 6.0 +597.502965716696 5236.95361328125 4.920370101928711 6.0 +597.5233990195993 5251.0869140625 4.9211273193359375 6.0 +597.543832322277 5233.1181640625 4.92031192779541 6.0 +597.5642656247219 5250.83740234375 4.921954154968262 6.0 +597.5846989267011 5241.57373046875 4.920907974243164 6.0 +597.6051322284402 5242.13623046875 4.9198126792907715 6.0 +597.6255655299537 5236.32861328125 4.91994047164917 6.0 +597.6459989309951 5235.41650390625 4.920236587524414 6.0 +597.6664321315766 5239.5654296875 4.920539855957031 6.0 +597.686865431926 5244.7744140625 4.920773029327393 6.0 +597.707298832036 5235.7470703125 4.919373989105225 6.0 +597.7277320316862 5238.32958984375 4.919692039489746 6.0 +597.7481653311042 5239.5830078125 4.919715881347656 6.0 +597.7685987300501 5248.29541015625 4.9213480949401855 6.0 +597.789031928769 5246.9658203125 4.920355319976807 6.0 +597.8094652270229 5240.2978515625 4.919979095458984 6.0 +597.8298986250375 5240.18701171875 4.920533180236816 6.0 +597.8503319228257 5246.15283203125 4.920632839202881 6.0 +597.8707651201476 5240.09521484375 4.919170379638672 6.0 +597.891198516998 5246.62353515625 4.919471740722656 6.0 +597.9116318136221 5242.22998046875 4.919509410858154 6.0 +597.9320650100126 5233.52978515625 4.918886661529541 6.0 +597.9524984059317 5242.46337890625 4.919808387756348 6.0 +597.9729317016245 5233.68798828125 4.919205188751221 6.0 +598.0137982918386 5241.37646484375 4.918662071228027 6.0 +598.0342315866001 5241.96484375 4.921136379241943 6.0 +598.0546649808966 5231.1064453125 4.9186553955078125 6.0 +598.0750981747187 5234.12841796875 4.91865873336792 6.0 +598.0955314685489 5240.5947265625 4.918428897857666 6.0 +598.1159648616813 5231.89208984375 4.917969226837158 6.0 +598.136398054572 5228.78857421875 4.918558120727539 6.0 +598.156831347238 5226.6826171875 4.917277812957764 6.0 +598.1772646396712 5241.9658203125 4.916983127593994 6.0 +598.1976979313986 5226.791015625 4.914633274078369 6.0 +598.2181312231332 5234.791015625 4.916275501251221 6.0 +598.2385645144022 5218.2978515625 4.915135860443115 6.0 +598.2794310960016 5236.716796875 4.908336162567139 6.0 +599.219340700547 5190.67431640625 4.87194299697876 6.0 +599.2397738752843 5190.36669921875 4.878612041473389 6.0 +599.260207249783 5201.26025390625 4.879832744598389 6.0 +599.2806405238225 5191.47265625 4.882185459136963 6.0 +599.3010736976285 5198.1884765625 4.883656024932861 6.0 +599.3215070711958 5196.841796875 4.887734413146973 6.0 +599.341940344304 5206.93017578125 4.888411998748779 6.0 +599.3623736171794 5203.14697265625 4.888504981994629 6.0 +599.3828068895818 5205.86083984375 4.890781879425049 6.0 +599.4032401617587 5202.818359375 4.891911029815674 6.0 +599.42367343347 5206.275390625 4.892914772033691 6.0 +599.4441067049411 5209.12939453125 4.895466327667236 6.0 +599.4645399761866 5198.16845703125 4.896428108215332 6.0 +599.4849732469665 5205.9365234375 4.897363662719727 6.0 +599.5054065172735 5201.4384765625 4.897735118865967 6.0 +599.5258397875878 5204.95654296875 4.900582313537598 6.0 +599.5462731572043 5208.2529296875 4.901240348815918 6.0 +599.5667064268127 5201.5556640625 4.90207576751709 6.0 +599.5871395959621 5210.5390625 4.903611660003662 6.0 +599.60757296464 5201.97412109375 4.903750419616699 6.0 +599.6280062330916 5200.28369140625 4.9038190841674805 6.0 +599.6484394013096 5198.708984375 4.904960632324219 6.0 +599.6688727690635 5207.24755859375 4.906466007232666 6.0 +599.6893060363436 5201.70947265625 4.906338691711426 6.0 +599.7097392036303 5213.978515625 4.909002780914307 6.0 +599.7301725704456 5206.92138671875 4.908478260040283 6.0 +599.7506058368017 5203.0205078125 4.90859842300415 6.0 +599.7710390029242 5203.6650390625 4.909362316131592 6.0 +599.7914723685826 5203.54345703125 4.910003185272217 6.0 +599.811905634233 5213.810546875 4.911778926849365 6.0 +599.8323388991921 5202.2197265625 4.910661697387695 6.0 +599.8527721639111 5204.302734375 4.9105939865112305 6.0 +599.8732053284039 5203.83154296875 4.910882472991943 6.0 +599.8936386924324 5197.54248046875 4.910372734069824 6.0 +599.9140719562274 5192.49609375 4.911567687988281 6.0 +599.9345052197823 5211.08349609375 4.913595199584961 6.0 +599.9549384828788 5204.4501953125 4.912562847137451 6.0 +599.9753717455023 5205.41650390625 4.913586139678955 6.0 +599.9958050081332 5198.42333984375 4.913614749908447 6.0 +600.0162383700663 5199.6708984375 4.912402629852295 6.0 +600.0366715319979 5201.55712890625 4.914050102233887 6.0 +600.0571047932244 5196.31201171875 4.9131760597229 6.0 +600.077538154459 5205.21923828125 4.91463041305542 6.0 +600.0979713152192 5202.29150390625 4.913375377655029 6.0 +600.1184045755217 5201.689453125 4.914929389953613 6.0 +600.1592710954283 5206.15478515625 4.9147796630859375 6.0 +600.1797043547922 5200.3271484375 4.915216445922852 6.0 +600.2001377139313 5199.35498046875 4.915586948394775 6.0 +600.2205708728288 5200.23291015625 4.915921688079834 6.0 +600.2410042312695 5199.21533203125 4.915952682495117 6.0 +600.2614374892437 5197.06982421875 4.915618419647217 6.0 +600.2818706469843 5201.419921875 4.915222644805908 6.0 +600.3023040044864 5200.5185546875 4.915663719177246 6.0 +600.3227372615293 5201.97705078125 4.915388107299805 6.0 +600.3431704183313 5196.55810546875 4.9145708084106445 6.0 +600.3636037746764 5207.306640625 4.91498327255249 6.0 +600.384037030788 5204.2001953125 4.915463447570801 6.0 +600.4044702866595 5196.06396484375 4.914130210876465 6.0 +600.4249035420726 5200.197265625 4.915092468261719 6.0 +600.44533679702 5200.50439453125 4.913792610168457 6.0 +600.4657700517273 5193.52490234375 4.91446590423584 6.0 +600.4862034062098 5198.27734375 4.915438175201416 6.0 +600.5066365602252 5195.4453125 4.915420055389404 6.0 +600.5270698140012 5193.2314453125 4.915735244750977 6.0 +600.5475030675516 5198.193359375 4.915581226348877 6.0 +600.5679363206364 5194.29541015625 4.91571569442749 6.0 +600.6088028258673 5198.88916015625 4.916317462921143 6.0 +600.6292360777879 5193.177734375 4.915657997131348 6.0 +600.649669429702 5195.677734375 4.915101051330566 6.0 +600.6701025811562 5199.18212890625 4.91684627532959 6.0 +600.6905358321455 5191.97705078125 4.915043354034424 6.0 +600.7109691828955 5194.78369140625 4.916215419769287 6.0 +600.7518355834763 5230.79248046875 4.921787738800049 6.0 +600.7722689330622 5205.03515625 4.916787624359131 6.0 +600.7927020826537 5199.42333984375 4.916476726531982 6.0 +600.8131353317804 5188.27001953125 4.915772914886475 6.0 +600.8335686804348 5198.9189453125 4.916775703430176 6.0 +600.854001928863 5190.30322265625 4.916046619415283 6.0 +600.8744351768255 5203.126953125 4.918562889099121 6.0 +600.8948684247807 5189.6279296875 4.915526866912842 6.0 +600.9153016720447 5184.263671875 4.9155659675598145 6.0 +600.9357349193087 5193.41845703125 4.915900707244873 6.0 +600.956168165867 5199.80224609375 4.916234493255615 6.0 +600.9766014124325 5191.72412109375 4.915469169616699 6.0 +600.9970347585331 5198.068359375 4.916333198547363 6.0 +601.0174679041593 5197.857421875 4.916826248168945 6.0 +601.0379011497935 5196.84228515625 4.914971351623535 6.0 +601.0583344947227 5185.12255859375 4.914796829223633 6.0 +601.0787676396576 5190.70947265625 4.914360523223877 6.0 +601.0992008838948 5186.1123046875 4.91455078125 6.0 +601.1196342281328 5184.40576171875 4.9145331382751465 6.0 +601.1400673718963 5190.6669921875 4.9138407707214355 6.0 +601.1605006152022 5185.20361328125 4.914051055908203 6.0 +601.1809339582687 5188.123046875 4.9152703285217285 6.0 +601.2013671011082 5194.1875 4.915530204772949 6.0 +601.2218003434828 5192.642578125 4.916494369506836 6.0 +601.2626668275261 5192.1826171875 4.915419101715088 6.0 +601.2831001689701 5194.59814453125 4.915404796600342 6.0 +601.3035333099469 5185.99951171875 4.915116310119629 6.0 +601.3443998911971 5186.93310546875 4.9133219718933105 6.0 +601.3648330312426 5189.9521484375 4.914468288421631 6.0 +601.3852662710487 5179.89013671875 4.913662433624268 6.0 +601.4056996106301 5190.77783203125 4.914097785949707 6.0 +601.4261328497378 5197.72509765625 4.914726257324219 6.0 +601.4465659883863 5170.330078125 4.913254737854004 6.0 +601.4669993268035 5174.716796875 4.913224220275879 6.0 +601.4874325649871 5185.7880859375 4.91470193862915 6.0 +601.507865702697 5179.552734375 4.9142165184021 6.0 +601.5282990401829 5190.59814453125 4.9147748947143555 6.0 +601.5487322774279 5190.98779296875 4.915097236633301 6.0 +601.5691654142138 5184.96044921875 4.914609909057617 6.0 +601.5895987505355 5186.0205078125 4.914668560028076 6.0 +601.6100319868492 5187.693359375 4.914400577545166 6.0 +601.6304653224724 5182.33056640625 4.914520740509033 6.0 +601.6508984580942 5182.5673828125 4.913881778717041 6.0 +601.6713316932437 5192.7275390625 4.915083408355713 6.0 +601.6917650279356 5184.138671875 4.913689136505127 6.0 +601.7121981623932 5184.8349609375 4.9139556884765625 6.0 +601.7326313966114 5181.4365234375 4.914644718170166 6.0 +601.753064730372 5175.78662109375 4.913652420043945 6.0 +601.7734978638982 5182.16162109375 4.913733005523682 6.0 +601.8143644297816 5180.8642578125 4.913653373718262 6.0 +601.8347975623765 5188.685546875 4.9146647453308105 6.0 +601.8552307944992 5191.48291015625 4.914628505706787 6.0 +601.8756640261636 5188.5556640625 4.913681983947754 6.0 +601.8960972578279 5188.1640625 4.914058208465576 6.0 +601.9165304887865 5180.87841796875 4.913954734802246 6.0 +601.9369638197531 5196.50830078125 4.917273044586182 6.0 +601.9573969502526 5179.2626953125 4.9123311042785645 6.0 +601.9778302802806 5179.2705078125 4.912543773651123 6.0 +601.9982635100823 5181.04833984375 4.913392543792725 6.0 +602.0186966396504 5182.60107421875 4.91341495513916 6.0 +602.0391299687471 5177.77392578125 4.913311958312988 6.0 +602.0595631976175 5184.4375 4.912532806396484 6.0 +602.0799963262543 5178.51708984375 4.910798072814941 6.0 +602.1004296544197 5180.263671875 4.913684844970703 6.0 +602.120862882126 5183.0380859375 4.914535045623779 6.0 +602.1412960095986 5178.92431640625 4.911932945251465 6.0 +602.1617293368327 5178.125 4.911229610443115 6.0 +602.1821625638404 5190.73779296875 4.914561748504639 6.0 +602.2025956901489 5173.2626953125 4.912982940673828 6.0 +602.2230290164516 5183.57421875 4.913796901702881 6.0 +602.2434622422952 5170.53369140625 4.913421154022217 6.0 +602.263895467906 5171.703125 4.913365840911865 6.0 +602.2843286930438 5166.90966796875 4.9107184410095215 6.0 +602.3047619179561 5163.1220703125 4.910097122192383 6.0 +602.3251952424034 5189.408203125 4.91546106338501 6.0 +602.3456283666092 5177.501953125 4.912059783935547 6.0 +602.3660615905901 5168.33642578125 4.91089391708374 6.0 +602.3864949140989 5175.38623046875 4.911983966827393 6.0 +602.4069281371485 5173.0283203125 4.911760330200195 6.0 +602.4273612601974 5168.43994140625 4.91071891784668 6.0 +602.4477945827821 5171.72705078125 4.911169528961182 6.0 +602.4682278048931 5164.68603515625 4.910879135131836 6.0 +602.4886609267778 5171.76318359375 4.911367416381836 6.0 +602.5090942484239 5171.244140625 4.911059379577637 6.0 +602.5295274696109 5170.033203125 4.91074275970459 6.0 +602.5499605905643 5171.39599609375 4.910987854003906 6.0 +602.5703939110535 5165.85595703125 4.9101176261901855 6.0 +602.5908271313019 5168.2041015625 4.911059379577637 6.0 +602.6112602510912 5170.28515625 4.910763263702393 6.0 +602.6316935708746 5162.32958984375 4.910026550292969 6.0 +602.6521266899654 5164.41845703125 4.9102888107299805 6.0 +602.6725600088248 5170.45849609375 4.910645961761475 6.0 +602.6929932274506 5164.39697265625 4.909563064575195 6.0 +602.7134263458356 5154.73828125 4.909369468688965 6.0 +602.7338596637637 5176.15380859375 4.910322666168213 6.0 +602.7542928812181 5168.287109375 4.909929275512695 6.0 +602.774726098447 5167.54052734375 4.910131454467773 6.0 +602.795159315443 5166.67333984375 4.910655975341797 6.0 +602.8155925322062 5163.37158203125 4.910909175872803 6.0 +602.8360257484965 5166.63330078125 4.91086483001709 6.0 +602.8564589643283 5160.88671875 4.9098219871521 6.0 +602.8768921799201 5167.24853515625 4.910575866699219 6.0 +602.8973253952863 5166.46240234375 4.9103684425354 6.0 +602.9177587101876 5163.98583984375 4.909863471984863 6.0 +602.9381918248546 5168.423828125 4.90984582901001 6.0 +602.9586250390494 5169.2421875 4.910364151000977 6.0 +602.9790583530194 5154.3212890625 4.908797264099121 6.0 +603.0199246800184 5150.20751953125 4.90898323059082 6.0 +603.0403579930571 5171.10986328125 4.9105916023254395 6.0 +603.0607911056286 5163.0029296875 4.908552646636963 6.0 +603.0812244179615 5162.36767578125 4.908491134643555 6.0 +603.1016576300681 5162.82177734375 4.9115424156188965 6.0 +603.122090741701 5161.51318359375 4.909358978271484 6.0 +603.142524052877 5159.59814453125 4.909252166748047 6.0 +603.1629572640522 5159.77587890625 4.9097580909729 6.0 +603.1833903747611 5162.38037109375 4.909332275390625 6.0 +603.2038236849985 5156.7353515625 4.90841817855835 6.0 +603.2242568950096 5163.01513671875 4.9093499183654785 6.0 +603.2446900047798 5164.69482421875 4.911441326141357 6.0 +603.2651233140932 5166.67236328125 4.909684658050537 6.0 +603.285556523173 5167.0048828125 4.912543773651123 6.0 +603.3059896317864 5162.51416015625 4.909510135650635 6.0 +603.3264229401611 5169.56396484375 4.910970211029053 6.0 +603.3468561483096 5163.6455078125 4.912566184997559 6.0 +603.3672892559844 5158.36376953125 4.911705493927002 6.0 +603.3877225632023 5157.07373046875 4.909017086029053 6.0 +603.4081557704194 5154.43310546875 4.9086151123046875 6.0 +603.4285889771636 5157.9580078125 4.909014701843262 6.0 +603.4490221834494 5157.32177734375 4.908681392669678 6.0 +603.4694553895024 5160.802734375 4.908999443054199 6.0 +603.489888695316 5156.75048828125 4.909154415130615 6.0 +603.5103218006698 5156.52099609375 4.909806251525879 6.0 +603.5307550057914 5152.4951171875 4.908986568450928 6.0 +603.5511883104409 5154.5791015625 4.91098165512085 6.0 +603.5716214148633 5161.9345703125 4.910308361053467 6.0 +603.5920546190537 5168.4951171875 4.91353702545166 6.0 +603.6124879227718 5152.40234375 4.908947467803955 6.0 +603.6329210262629 5170.8544921875 4.9110517501831055 6.0 +603.6533542292891 5162.51806640625 4.912878513336182 6.0 +603.673787532076 5161.49609375 4.913030624389648 6.0 +603.6942206346357 5161.3876953125 4.910166263580322 6.0 +603.7146538367306 5160.82958984375 4.91025447845459 6.0 +603.7350871385861 5155.4501953125 4.908638000488281 6.0 +603.7555203399825 5156.25830078125 4.910195350646973 6.0 +603.775953541146 5157.83544921875 4.912008762359619 6.0 +603.7963867418366 5161.4111328125 4.912145614624023 6.0 +603.8168199425345 5156.3818359375 4.9081830978393555 6.0 +603.8372531425339 5155.392578125 4.9086384773254395 6.0 +603.8576863422932 5161.76416015625 4.911375045776367 6.0 +603.8781195418269 5154.90185546875 4.908769607543945 6.0 +603.8985527411278 5157.408203125 4.910933017730713 6.0 +603.9189859399557 5157.1650390625 4.909609794616699 6.0 +603.9394190383246 5159.001953125 4.911140441894531 6.0 +603.9802855345915 5155.7255859375 4.911983013153076 6.0 +604.000718632029 5159.82470703125 4.912762641906738 6.0 +604.0211519292352 5161.7666015625 4.911250114440918 6.0 +604.0415851259677 5160.8447265625 4.912111759185791 6.0 +604.0620182227067 5161.12646484375 4.910722255706787 6.0 +604.0824515187414 5157.1171875 4.908187389373779 6.0 +604.1028847147827 5154.47705078125 4.908620357513428 6.0 +604.1233179103583 5163.2216796875 4.910750865936279 6.0 +604.1437511054683 5154.78466796875 4.910900115966797 6.0 +604.1641843003381 5159.51025390625 4.912436008453369 6.0 +604.1846175949831 5151.09619140625 4.911342144012451 6.0 +604.2050506893866 5146.4345703125 4.909006118774414 6.0 +604.2459171768132 5156.6748046875 4.912317276000977 6.0 +604.2663502700598 5157.72998046875 4.912209987640381 6.0 +604.286783463067 5146.361328125 4.908841609954834 6.0 +604.3072167556165 5153.611328125 4.910449504852295 6.0 +604.3480830400076 5150.78271484375 4.911608695983887 6.0 +604.3889495227704 5150.330078125 4.911892890930176 6.0 +604.4093826139215 5164.57470703125 4.912339687347412 6.0 +604.4298159043756 5167.0703125 4.912314414978027 6.0 +604.4502490948216 5157.45361328125 4.911068439483643 6.0 +604.4706821848085 5163.2880859375 4.911613464355469 6.0 +604.4911154745641 5155.90625 4.910940647125244 6.0 +604.511548663846 5156.0712890625 4.910750865936279 6.0 +604.5319819529032 5153.1962890625 4.9104485511779785 6.0 +604.5524150414931 5159.767578125 4.911316394805908 6.0 +604.5728482298437 5166.12109375 4.91254997253418 6.0 +604.5932814179687 5169.01025390625 4.912564754486084 6.0 +604.613714605628 5151.57177734375 4.910829067230225 6.0 +604.6341477930473 5156.2275390625 4.911533355712891 6.0 +604.6545809800082 5154.3017578125 4.910655975341797 6.0 +604.6750141667362 5157.572265625 4.9100542068481445 6.0 +604.6954473532242 5158.2421875 4.910375595092773 6.0 +604.7158805392537 5154.201171875 4.910880088806152 6.0 +604.7363137250504 5158.2685546875 4.911025047302246 6.0 +604.7567469103742 5160.845703125 4.911981582641602 6.0 +604.7771801954732 5159.533203125 4.911707401275635 6.0 +604.7976132803378 5163.44091796875 4.910806179046631 6.0 +604.8180464647303 5153.7626953125 4.910848140716553 6.0 +604.838479748898 5159.732421875 4.912290096282959 6.0 +604.8589128325984 5158.18994140625 4.911682605743408 6.0 +604.9202123820651 5162.8642578125 4.912311553955078 6.0 +604.9406456645956 5166.60693359375 4.91273307800293 6.0 +604.9815119285049 5155.087890625 4.911586284637451 6.0 +605.0019452101042 5158.2607421875 4.911381721496582 6.0 +605.0428114721508 5164.046875 4.912069320678711 6.0 +605.0632447525859 5157.2080078125 4.9113688468933105 6.0 +605.0836779327947 5186.13134765625 4.914365768432617 6.0 +605.1041110127699 5163.5048828125 4.912294387817383 6.0 +605.1245442922736 5153.724609375 4.9118804931640625 6.0 +605.1449774715511 5159.1142578125 4.9124579429626465 6.0 +605.1654106503629 5162.26708984375 4.91269063949585 6.0 +605.1858438289346 5162.44970703125 4.91256856918335 6.0 +605.2062770072807 5157.84765625 4.911881923675537 6.0 +605.2267101851612 5170.60107421875 4.913296699523926 6.0 +605.2471434628023 5163.72021484375 4.912371635437012 6.0 +605.2675765399836 5154.94287109375 4.912044525146484 6.0 +605.2880097169327 5163.2841796875 4.912888526916504 6.0 +605.3084428936418 5170.1162109375 4.911890029907227 6.0 +605.3288760698924 5172.89501953125 4.912120819091797 6.0 +605.349309345911 5167.2392578125 4.91058349609375 6.0 +605.3697424214552 5172.763671875 4.911202907562256 6.0 +605.3901755967745 5160.6650390625 4.91106653213501 6.0 +605.4106088718545 5181.189453125 4.914151191711426 6.0 +605.4310419464746 5158.8017578125 4.912103652954102 6.0 +605.4514751208626 5163.150390625 4.9122796058654785 6.0 +605.4719083947857 5153.53271484375 4.911818981170654 6.0 +605.4923414684672 5159.27197265625 4.9116740226745605 6.0 +605.5127746419239 5167.68603515625 4.912473678588867 6.0 +605.5332079149084 5160.4912109375 4.912148952484131 6.0 +605.5536409876659 5167.876953125 4.912430763244629 6.0 +605.5740741599584 5159.0146484375 4.912106990814209 6.0 +605.5945074320189 5168.2080078125 4.912888050079346 6.0 +605.6149406038385 5165.36181640625 4.913334369659424 6.0 +605.6353736751989 5165.4091796875 4.912996768951416 6.0 +605.6558069463208 5160.3203125 4.912919521331787 6.0 +605.6762401172164 5155.56103515625 4.913011074066162 6.0 +605.6966732876463 5166.4384765625 4.913527965545654 6.0 +605.7171064576105 5160.88232421875 4.912878513336182 6.0 +605.7375396275675 5154.58447265625 4.9127302169799805 6.0 +605.757972896834 5159.98583984375 4.913193702697754 6.0 +605.7784059660917 5172.3310546875 4.914294242858887 6.0 +605.8192724034598 5167.1611328125 4.914077281951904 6.0 +605.8397054715606 5158.7939453125 4.912835121154785 6.0 +605.8601386394221 5167.3017578125 4.913754463195801 6.0 +605.8805719068259 5172.51806640625 4.914193630218506 6.0 +605.901004974221 5172.48193359375 4.913265228271484 6.0 +605.9214381409256 5172.150390625 4.912917613983154 6.0 +605.9623044736363 5178.072265625 4.914757251739502 6.0 +605.9827376396352 5169.0673828125 4.913381099700928 6.0 +606.0031708051756 5175.0361328125 4.9140214920043945 6.0 +606.023603970476 5163.681640625 4.913237571716309 6.0 +606.0440371353179 5173.595703125 4.914096355438232 6.0 +606.064470299927 5169.25 4.913736820220947 6.0 +606.0849034643034 5166.68701171875 4.913924217224121 6.0 +606.1053367282075 5173.01123046875 4.914044380187988 6.0 +606.1257697918845 5179.7763671875 4.914590835571289 6.0 +606.1462029550894 5172.51220703125 4.913842678070068 6.0 +606.1666362180695 5180.30859375 4.914278507232666 6.0 +606.187069380816 5177.7763671875 4.914222240447998 6.0 +606.2075024430887 5170.1943359375 4.913749694824219 6.0 +606.2279357051375 5175.31103515625 4.914403915405273 6.0 +606.2483688667198 5178.361328125 4.914708614349365 6.0 +606.2688019282941 5175.64111328125 4.914468765258789 6.0 +606.2892351891787 5178.48486328125 4.915092468261719 6.0 +606.3096683500626 5184.52392578125 4.915490627288818 6.0 +606.3301014102399 5182.4453125 4.914966583251953 6.0 +606.350534670426 5174.015625 4.91452169418335 6.0 +606.3709678301457 5188.87548828125 4.9156718254089355 6.0 +606.3914008896245 5179.16943359375 4.914564609527588 6.0 +606.4118341486464 5187.3447265625 4.914550304412842 6.0 +606.4322673074348 5184.58154296875 4.915150165557861 6.0 +606.4527005659838 5183.912109375 4.91521692276001 6.0 +606.473133624073 5183.060546875 4.915537357330322 6.0 +606.49356678193 5182.38720703125 4.914947509765625 6.0 +606.5140000393149 5181.07568359375 4.915637493133545 6.0 +606.5548662533984 5182.6962890625 4.914961814880371 6.0 +606.5752995098519 5189.73291015625 4.916109561920166 6.0 +606.5957325660784 5185.12158203125 4.915546894073486 6.0 +606.6161657218399 5186.95263671875 4.916322708129883 6.0 +606.6365988773614 5196.1787109375 4.916618347167969 6.0 +606.6570320326573 5192.27001953125 4.91643762588501 6.0 +606.6774651874875 5191.25634765625 4.916085720062256 6.0 +606.6978984420784 5176.3193359375 4.915107727050781 6.0 +606.7183314964423 5192.4033203125 4.916383743286133 6.0 +606.7387646503412 5204.5146484375 4.917725086212158 6.0 +606.7591979037679 5190.29931640625 4.916648864746094 6.0 +606.7796309572004 5187.53857421875 4.916397571563721 6.0 +606.800064110168 5198.244140625 4.917601585388184 6.0 +606.8204973626634 5202.6103515625 4.9179863929748535 6.0 +606.8409304151646 5196.82861328125 4.917553424835205 6.0 +606.8613636669616 5189.50341796875 4.916383743286133 6.0 +606.881796818765 5196.49951171875 4.917196750640869 6.0 +606.902229870102 5197.59375 4.917160511016846 6.0 +606.9226631209749 5204.05126953125 4.917334079742432 6.0 +606.9430962718397 5199.23681640625 4.917508602142334 6.0 +606.9635293222454 5193.42822265625 4.917051792144775 6.0 +606.9839625721797 5200.77001953125 4.9170823097229 6.0 +607.0043957218877 5188.4072265625 4.915483474731445 6.0 +607.0248288713628 5197.57275390625 4.916095733642578 6.0 +607.0452620203723 5191.623046875 4.9146037101745605 6.0 +607.0656951691417 5200.87158203125 4.916395664215088 6.0 +607.0861283176855 5192.1591796875 4.91602087020874 6.0 +607.1065614657564 5199.2783203125 4.917181015014648 6.0 +607.1269946136017 5203.71240234375 4.917621612548828 6.0 +607.1474277609814 5197.4267578125 4.916329860687256 6.0 +607.1882940550349 5206.9326171875 4.917992115020752 6.0 +607.2495934936742 5200.8623046875 4.917090892791748 6.0 +607.270026739192 5198.84423828125 4.916585922241211 6.0 +607.2904597844754 5207.35107421875 4.916930198669434 6.0 +607.3108929292866 5212.30712890625 4.918039321899414 6.0 +607.3313261738731 5210.93603515625 4.917626857757568 6.0 +607.3517593182187 5210.48876953125 4.917856216430664 6.0 +607.3721923621051 5207.5478515625 4.918003082275391 6.0 +607.3926256057603 5209.7373046875 4.9180684089660645 6.0 +607.4130586489482 5218.86572265625 4.919050693511963 6.0 +607.4334917918968 5216.95947265625 4.9187798500061035 6.0 +607.4539250346206 5213.9443359375 4.91813325881958 6.0 +607.47435807687 5212.2705078125 4.918136119842529 6.0 +607.4947912188945 5220.056640625 4.918812274932861 6.0 +607.515224460687 5221.89111328125 4.918482780456543 6.0 +607.5356576020058 5223.00146484375 4.919031620025635 6.0 +607.5560906430983 5224.193359375 4.9190802574157715 6.0 +607.5765238837266 5221.32568359375 4.918696403503418 6.0 +607.5969570241141 5220.41259765625 4.918095111846924 6.0 +607.617390164276 5216.87060546875 4.917559623718262 6.0 +607.6378233039723 5217.64013671875 4.917385578155518 6.0 +607.6582564434284 5220.6259765625 4.917788505554199 6.0 +607.6786896826598 5220.91552734375 4.917228698730469 6.0 +607.6991227214239 5223.36767578125 4.919126987457275 6.0 +607.7195558599487 5220.67333984375 4.918998718261719 6.0 +607.7399890980159 5224.5166015625 4.918781757354736 6.0 +607.7604221358488 5225.048828125 4.918733596801758 6.0 +607.7808552734423 5224.04638671875 4.9188618659973145 6.0 +607.8012885105782 5223.3935546875 4.918569564819336 6.0 +607.8217215474797 5221.86572265625 4.918412685394287 6.0 +607.8421546841419 5231.11083984375 4.9196600914001465 6.0 +607.8625879203464 5232.16943359375 4.920053005218506 6.0 +607.8830209563166 5235.90087890625 4.920359134674072 6.0 +607.9034540918146 5224.89794921875 4.919045448303223 6.0 +607.9238873270879 5231.48681640625 4.918240547180176 6.0 +607.9443203621267 5233.2568359375 4.919350624084473 6.0 +607.9647534966934 5237.20703125 4.919910430908203 6.0 +607.9851867310354 5237.73876953125 4.920027732849121 6.0 +608.0056197649101 5219.2431640625 4.9180073738098145 6.0 +608.0260529985462 5246.52978515625 4.920628547668457 6.0 +608.046486131956 5242.03759765625 4.919979095458984 6.0 +608.0669191651323 5236.67333984375 4.920407772064209 6.0 +608.0873523978371 5247.27880859375 4.920851707458496 6.0 +608.1077855300828 5218.1298828125 4.918291091918945 6.0 +608.1282185620948 5239.7021484375 4.920073986053467 6.0 +608.1486517938683 5242.4912109375 4.919438362121582 6.0 +608.1690849254155 5241.26171875 4.920315265655518 6.0 +608.1895179564963 5240.91796875 4.9203314781188965 6.0 +608.2099511873384 5232.7578125 4.919268608093262 6.0 +608.2303843177215 5230.3369140625 4.919184684753418 6.0 +608.2508173478709 5242.74072265625 4.918071746826172 6.0 +608.2712505777818 5230.65185546875 4.916293144226074 6.0 +608.2916837072335 5240.18212890625 4.919598579406738 6.0 +608.3121167364516 5239.70654296875 4.9192705154418945 6.0 +608.3325499654311 5244.25 4.919301509857178 6.0 +608.3529830939515 5241.859375 4.918948650360107 6.0 +608.3734162220062 5245.08740234375 4.920060157775879 6.0 +608.3938493500536 5243.08740234375 4.919459819793701 6.0 +608.4142824776427 5242.9365234375 4.919071674346924 6.0 +608.4347157049924 5248.421875 4.9211554527282715 6.0 +608.4551487318822 5241.56494140625 4.919305801391602 6.0 +608.47558185854 5240.35791015625 4.919912815093994 6.0 +608.4960150847328 5242.6220703125 4.920673847198486 6.0 +608.5164482109176 5241.78662109375 4.920109748840332 6.0 +608.5368812364104 5250.27294921875 4.920242786407471 6.0 +608.5573144618975 5246.4423828125 4.920799732208252 6.0 +608.5777475869254 5248.517578125 4.920506477355957 6.0 +608.5981806117197 5241.236328125 4.920729160308838 6.0 +608.6186138360426 5251.51416015625 4.921708583831787 6.0 +608.6390469601392 5250.15283203125 4.921517372131348 6.0 +608.6594799840022 5259.85107421875 4.922192573547363 6.0 +608.6799132073938 5243.77392578125 4.920839309692383 6.0 +608.7003462305584 5250.56982421875 4.922039985656738 6.0 +608.720779353258 5247.12890625 4.921606063842773 6.0 +608.7412125757182 5249.23779296875 4.921460151672363 6.0 +608.7616455979514 5256.69287109375 4.922358989715576 6.0 +608.7820788197205 5256.82568359375 4.921936511993408 6.0 +608.8025119412487 5253.8232421875 4.921789646148682 6.0 +608.8229449625505 5252.056640625 4.921422958374023 6.0 +608.8433781833883 5254.55517578125 4.9216437339782715 6.0 +608.8638113039851 5254.26171875 4.921701431274414 6.0 +608.8842444243564 5253.82275390625 4.920758247375488 6.0 +608.9251106639276 5262.3466796875 4.922717094421387 6.0 +608.9659769021091 5251.91259765625 4.922020435333252 6.0 +608.9864100208433 5254.25048828125 4.922361373901367 6.0 +609.0068431391192 5263.06591796875 4.922394752502441 6.0 +609.0272762571622 5249.3525390625 4.921297073364258 6.0 +609.047709374965 5264.6259765625 4.923553466796875 6.0 +609.0681424923096 5261.90478515625 4.923086643218994 6.0 +609.088575709422 5256.841796875 4.922524452209473 6.0 +609.1090087262928 5254.89013671875 4.922321319580078 6.0 +609.129441842706 5251.22412109375 4.922632694244385 6.0 +609.1498750588871 5257.2275390625 4.923110008239746 6.0 +609.1703080745938 5250.26904296875 4.9217305183410645 6.0 +609.1907412900764 5253.4716796875 4.922848701477051 6.0 +609.2111744053254 5256.7451171875 4.922995567321777 6.0 +609.2316074201008 5257.1181640625 4.923216819763184 6.0 +609.2520406346521 5261.8154296875 4.923421382904053 6.0 +609.2724737489698 5250.46826171875 4.922793388366699 6.0 +609.2929067628138 5252.9404296875 4.9228291511535645 6.0 +609.3133399764338 5260.80615234375 4.923970699310303 6.0 +609.3337730895873 5251.25927734375 4.922860622406006 6.0 +609.3542062025008 5253.13916015625 4.922905445098877 6.0 +609.3746393151887 5254.86376953125 4.922762393951416 6.0 +609.395072327643 5263.1279296875 4.923769474029541 6.0 +609.4155054396251 5252.69873046875 4.922453880310059 6.0 +609.4359386511496 5251.33837890625 4.922650337219238 6.0 +609.4563717626734 5261.70556640625 4.923569679260254 6.0 +609.4768047737234 5250.6220703125 4.922492980957031 6.0 +609.4972379843166 5255.83447265625 4.923488140106201 6.0 +609.5381041047949 5255.69677734375 4.923111438751221 6.0 +609.5585373146896 5256.18798828125 4.923367500305176 6.0 +609.5789704241179 5259.52392578125 4.923351764678955 6.0 +609.5994036333068 5259.52685546875 4.925586700439453 6.0 +609.6198366420358 5252.5634765625 4.924773693084717 6.0 +609.6402697505328 5253.77685546875 4.9226298332214355 6.0 +609.6607029587904 5249.95361328125 4.922360897064209 6.0 +609.6811359668209 5255.2490234375 4.9228835105896 6.0 +609.7015690743865 5262.31396484375 4.923435211181641 6.0 +609.72200228148 5265.56298828125 4.923497676849365 6.0 +609.7424352883463 5254.3876953125 4.922698974609375 6.0 +609.7628683949806 5250.22119140625 4.922745704650879 6.0 +609.7833016013756 5249.462890625 4.922372817993164 6.0 +609.8037346073106 5263.23974609375 4.925343036651611 6.0 +609.8241677130136 5259.27587890625 4.925531387329102 6.0 +609.8446009182444 5259.609375 4.9256911277771 6.0 +609.8854670280198 5259.560546875 4.924360752105713 6.0 +609.9059002325521 5252.021484375 4.924713134765625 6.0 +609.9263333366252 5260.6728515625 4.925906181335449 6.0 +609.9467664404656 5247.79345703125 4.921700954437256 6.0 +609.967199543833 5265.90576171875 4.926161766052246 6.0 +609.9876326469748 5257.8369140625 4.92476224899292 6.0 +610.0080657498766 5259.85888671875 4.9232282638549805 6.0 +610.0284988523199 5260.66748046875 4.92542839050293 6.0 +610.0693650562753 5252.93359375 4.923262119293213 6.0 +610.0897981568487 5254.234375 4.924476623535156 6.0 +610.130664359167 5263.1357421875 4.925533771514893 6.0 +610.1510974597477 5267.1484375 4.924806118011475 6.0 +610.1715304600948 5253.66943359375 4.924034595489502 6.0 +610.2123967596199 5242.51513671875 4.9209370613098145 6.0 +610.2328297590357 5261.1787109375 4.924975872039795 6.0 +610.2736960566981 5249.0234375 4.922835826873779 6.0 +610.2941291551833 5257.2265625 4.922565937042236 6.0 +610.3145622532029 5256.73681640625 4.92309045791626 6.0 +610.3349953509824 5266.755859375 4.924504280090332 6.0 +610.355428548537 5253.70166015625 4.924322128295898 6.0 +610.375861645618 5267.3037109375 4.924895763397217 6.0 +610.3962946424726 5260.8779296875 4.924564361572266 6.0 +610.4167278388632 5258.93359375 4.923353672027588 6.0 +610.4371609352456 5249.2490234375 4.923006534576416 6.0 +610.4575939309361 5253.20458984375 4.9232354164123535 6.0 +610.4780271266281 5258.91015625 4.924236297607422 6.0 +610.5188932168385 5258.623046875 4.922384738922119 6.0 +610.5393264113663 5251.810546875 4.923351764678955 6.0 +610.5597595056533 5251.3779296875 4.92284631729126 6.0 +610.6006256933106 5259.14697265625 4.923579692840576 6.0 +610.6210587866663 5261.642578125 4.924272060394287 6.0 +610.6414917797956 5257.28564453125 4.9237060546875 6.0 +610.6619249724608 5264.77783203125 4.924399375915527 6.0 +610.6823580648852 5256.90576171875 4.924020767211914 6.0 +610.7027910570832 5251.35302734375 4.922927379608154 6.0 +610.7232242488171 5250.8818359375 4.922873497009277 6.0 +610.7436573403102 5251.6171875 4.923239231109619 6.0 +610.7640904315776 5249.80908203125 4.922699928283691 6.0 +610.7845235223795 5255.345703125 4.923648357391357 6.0 +610.8049566129412 5253.24267578125 4.9227728843688965 6.0 +610.8253897030445 5234.31884765625 4.921484470367432 6.0 +610.8458227931478 5242.12939453125 4.922485828399658 6.0 +610.8662558827782 5258.50341796875 4.923573017120361 6.0 +610.8866889719502 5248.900390625 4.922982692718506 6.0 +610.9071220608894 5250.17578125 4.9230122566223145 6.0 +610.9275551495884 5238.06884765625 4.922532558441162 6.0 +610.9479883378299 5246.1298828125 4.922689914703369 6.0 +610.968421325837 5240.6376953125 4.922557830810547 6.0 +610.9888544136047 5243.8896484375 4.9230637550354 6.0 +611.0092876011477 5251.556640625 4.922908306121826 6.0 +611.0297205882234 5252.04345703125 4.923450946807861 6.0 +611.0705868614386 5245.32080078125 4.922074794769287 6.0 +611.0910198475831 5249.58984375 4.923496246337891 6.0 +611.1114529332554 5248.28076171875 4.923133373260498 6.0 +611.1318861189357 5244.419921875 4.922982215881348 6.0 +611.1523191041488 5249.03857421875 4.923141956329346 6.0 +611.1727522888905 5241.037109375 4.922781467437744 6.0 +611.1931853736387 5252.560546875 4.923083305358887 6.0 +611.213618457914 5248.34228515625 4.923424243927002 6.0 +611.2340515417309 5255.04052734375 4.923342227935791 6.0 +611.2544846255478 5253.70703125 4.923489093780518 6.0 +611.2749177086662 5249.892578125 4.923746585845947 6.0 +611.2953507917773 5244.11279296875 4.922632694244385 6.0 +611.31578387443 5250.0673828125 4.922292232513428 6.0 +611.3362169568427 5247.97314453125 4.92323637008667 6.0 +611.3566500390298 5248.298828125 4.923028945922852 6.0 +611.3770831207512 5245.0830078125 4.923160076141357 6.0 +611.3975162022398 5245.408203125 4.922427654266357 6.0 +611.4179492832554 5240.8408203125 4.922616958618164 6.0 +611.4383823640455 5250.93115234375 4.923557281494141 6.0 +611.4588154445955 5247.462890625 4.923373699188232 6.0 +611.47924852492 5239.8349609375 4.922580718994141 6.0 +611.4996816047787 5237.37353515625 4.922005653381348 6.0 +611.5201145844039 5242.16748046875 4.922689437866211 6.0 +611.5405477635577 5236.486328125 4.923121929168701 6.0 +611.5609808424852 5236.24267578125 4.9228315353393555 6.0 +611.5814140211733 5237.87744140625 4.922850608825684 6.0 +611.6018469994015 5241.6337890625 4.923549175262451 6.0 +611.6222800776304 5236.34521484375 4.922253131866455 6.0 +611.6427132551544 5237.86572265625 4.923154830932617 6.0 +611.6631462326841 5244.9716796875 4.923542022705078 6.0 +611.6835793097489 5240.5986328125 4.922729969024658 6.0 +611.7040124865744 5243.0224609375 4.9232001304626465 6.0 +611.7244454629399 5232.8486328125 4.9221601486206055 6.0 +611.7448785390734 5235.45849609375 4.922449111938477 6.0 +611.7653117149675 5235.27490234375 4.922451019287109 6.0 +611.7857447904025 5232.66748046875 4.922916889190674 6.0 +611.8061777656039 5240.01513671875 4.923208236694336 6.0 +611.8266109405668 5236.763671875 4.922805309295654 6.0 +611.8470440150704 5246.7197265625 4.9233903884887695 6.0 +611.8674769893405 5237.3818359375 4.922636985778809 6.0 +611.887910163372 5239.56103515625 4.9232258796691895 6.0 +611.9083432369443 5237.0576171875 4.9226226806640625 6.0 +611.9287764102846 5229.70849609375 4.921902656555176 6.0 +611.9492093833833 5230.30908203125 4.922263145446777 6.0 +611.9696424560243 5237.18310546875 4.923487663269043 6.0 +611.9900756284333 5243.7431640625 4.923784255981445 6.0 +612.0105086006006 5228.91650390625 4.923165798187256 6.0 +612.0309416723103 5240.23388671875 4.9240827560424805 6.0 +612.0513747437872 5235.10009765625 4.923158645629883 6.0 +612.0718078150239 5234.43359375 4.922155380249023 6.0 +612.0922408858023 5230.6845703125 4.9221696853637695 6.0 +612.1126739563479 5235.9833984375 4.9222331047058105 6.0 +612.1331070266533 5236.306640625 4.920851230621338 6.0 +612.1535400965004 5234.40380859375 4.922130584716797 6.0 +612.1944062354887 5233.17431640625 4.922615051269531 6.0 +612.2148393044044 5236.76123046875 4.923287868499756 6.0 +612.2352723730874 5235.97412109375 4.923149585723877 6.0 +612.2557054415302 5229.3515625 4.9222612380981445 6.0 +612.2761385095146 5236.98095703125 4.9232001304626465 6.0 +612.2965716772669 5239.189453125 4.922428607940674 6.0 +612.3170046447776 5226.34765625 4.921778678894043 6.0 +612.3374378118315 5232.33447265625 4.922451972961426 6.0 +612.3578708786517 5218.31201171875 4.921311378479004 6.0 +612.3783038452311 5231.314453125 4.922624588012695 6.0 +612.3987370113537 5232.23974609375 4.922577381134033 6.0 +612.4191700772426 5236.78662109375 4.923505783081055 6.0 +612.4396030428907 5228.63818359375 4.922030925750732 6.0 +612.4600362080819 5222.453125 4.921335220336914 6.0 +612.4804692730395 5226.8447265625 4.921534061431885 6.0 +612.5009022377562 5237.375 4.922566890716553 6.0 +612.5213354020161 5230.4580078125 4.922316551208496 6.0 +612.5417684660424 5220.5751953125 4.921045303344727 6.0 +612.5622014298278 5231.26025390625 4.922079086303711 6.0 +612.5826345931564 5228.13671875 4.922694206237793 6.0 +612.6030676562514 5221.49755859375 4.9208478927612305 6.0 +612.6235007191062 5236.80712890625 4.923135757446289 6.0 +612.6439337815027 5225.25537109375 4.921597480773926 6.0 +612.6643668436664 5227.85888671875 4.921593189239502 6.0 +612.705232967055 5220.873046875 4.9216508865356445 6.0 +612.7256660282874 5230.572265625 4.921265602111816 6.0 +612.7460991892804 5219.9326171875 4.921618461608887 6.0 +612.7665321498134 5222.9912109375 4.920859336853027 6.0 +612.7869652101144 5214.6943359375 4.9207611083984375 6.0 +612.8073983701761 5228.35888671875 4.922451496124268 6.0 +612.8278313300107 5224.42236328125 4.92153787612915 6.0 +612.8482643893803 5219.21826171875 4.9207916259765625 6.0 +612.8686975482779 5227.4873046875 4.921803951263428 6.0 +612.8891305071811 5220.7939453125 4.92049503326416 6.0 +612.9095635656195 5227.65185546875 4.920840263366699 6.0 +612.9299967238185 5228.078125 4.9218878746032715 6.0 +612.9504296815576 5227.8369140625 4.921950340270996 6.0 +612.9708627390646 5221.52587890625 4.920732498168945 6.0 +612.9912958963323 5225.80517578125 4.921231746673584 6.0 +613.0117288531401 5210.54150390625 4.919806480407715 6.0 +613.0321619099414 5216.453125 4.919486999511719 6.0 +613.0525950660522 5230.57666015625 4.9214959144592285 6.0 +613.0730280221615 5221.3310546875 4.921042442321777 6.0 +613.1138942332109 5217.23681640625 4.920690536499023 6.0 +613.1343272881568 5218.51220703125 4.9211554527282715 6.0 +613.1956264515902 5229.11962890625 4.921943187713623 6.0 +613.2160595053647 5223.0078125 4.921566963195801 6.0 +613.2364925589136 5213.3740234375 4.920688152313232 6.0 +613.2569256122297 5219.40673828125 4.92099666595459 6.0 +613.2773587650736 5226.07470703125 4.921252250671387 6.0 +613.2977917176904 5217.5517578125 4.9203290939331055 6.0 +613.3182247698423 5235.47412109375 4.922889709472656 6.0 +613.3386579219878 5212.31787109375 4.920425891876221 6.0 +613.3590908736733 5206.076171875 4.919612884521484 6.0 +613.3795239248939 5205.12158203125 4.919610500335693 6.0 +613.399957076108 5224.04248046875 4.921054840087891 6.0 +613.4203900268622 5219.13720703125 4.920681476593018 6.0 +613.4408230771514 5217.314453125 4.919178009033203 6.0 +613.4612561274334 5209.5595703125 4.919414520263672 6.0 +613.4816891772571 5212.90185546875 4.919449329376221 6.0 +613.502122226615 5217.23974609375 4.92066764831543 6.0 +613.5225552759657 5211.0927734375 4.919582366943359 6.0 +613.542988324858 5212.81103515625 4.920230388641357 6.0 +613.5634214732854 5210.4189453125 4.919515609741211 6.0 +613.583854421704 5201.16943359375 4.9182329177856445 6.0 +613.604287469665 5206.859375 4.918885707855225 6.0 +613.6247206173939 5212.34326171875 4.918112754821777 6.0 +613.6451536646491 5209.15185546875 4.919173240661621 6.0 +613.665586611678 5209.54541015625 4.918326377868652 6.0 +613.6860197584756 5200.1826171875 4.917707920074463 6.0 +613.7064528050323 5212.67138671875 4.918466091156006 6.0 +613.7268857511299 5210.95361328125 4.917774677276611 6.0 +613.7473188969961 5212.37158203125 4.917490005493164 6.0 +613.7677519423887 5210.9453125 4.918256759643555 6.0 +613.7881848877878 5209.2705078125 4.918317794799805 6.0 +613.8086180327227 5211.236328125 4.9186530113220215 6.0 +613.829051077184 5216.90283203125 4.9191765785217285 6.0 +613.8494840214189 5201.9091796875 4.917453765869141 6.0 +613.8699171654225 5210.7548828125 4.9186177253723145 6.0 +613.9107831524889 5215.1337890625 4.918174743652344 6.0 +613.931216295794 5211.72607421875 4.917663097381592 6.0 +613.9516493383926 5204.21630859375 4.917925834655762 6.0 +613.9720824809992 5213.005859375 4.919004440307617 6.0 +613.9925154231387 5200.6611328125 4.9182634353637695 6.0 +614.0129484650388 5205.51611328125 4.918017387390137 6.0 +614.0333816064813 5215.54248046875 4.919232368469238 6.0 +614.0538145476894 5206.92138671875 4.918300628662109 6.0 +614.0742475886582 5220.89697265625 4.920093536376953 6.0 +614.0946807291693 5200.20947265625 4.918379783630371 6.0 +614.1151137696725 5209.2939453125 4.919434547424316 6.0 +614.1355467097164 5200.2421875 4.918227672576904 6.0 +614.1559797492955 5211.232421875 4.919621467590332 6.0 +614.1764127886418 5199.67236328125 4.917869567871094 6.0 +614.1968458277479 5197.76904296875 4.918089866638184 6.0 +614.2172789666292 5207.9912109375 4.918992519378662 6.0 +614.2377119050434 5196.28564453125 4.917969226837158 6.0 +614.2581449432182 5198.2119140625 4.917840957641602 6.0 +614.2785780811682 5201.83349609375 4.918155193328857 6.0 +614.2990110186511 5198.89111328125 4.916754722595215 6.0 +614.3194440561274 5211.11328125 4.9190826416015625 6.0 +614.3398771929133 5206.3359375 4.917888164520264 6.0 +614.3603101296976 5202.19921875 4.917964935302734 6.0 +614.3807432660105 5194.38330078125 4.917376518249512 6.0 +614.4011763020972 5198.2158203125 4.917194843292236 6.0 +614.4216092377173 5201.11669921875 4.917141914367676 6.0 +614.442042373099 5196.93408203125 4.917038917541504 6.0 +614.4624754082542 5204.18798828125 4.9167585372924805 6.0 +614.4829084431694 5196.7685546875 4.91523551940918 6.0 +614.5033414776262 5195.56005859375 4.916608810424805 6.0 +614.5237745118502 5199.2626953125 4.917617321014404 6.0 +614.5442075458413 5202.1533203125 4.917869567871094 6.0 +614.5646405793595 5194.603515625 4.916431427001953 6.0 +614.5850736126522 5187.88671875 4.9178466796875 6.0 +614.6055066457047 5194.74658203125 4.918010234832764 6.0 +614.6259396785317 5202.9892578125 4.917239189147949 6.0 +614.646372710893 5190.65966796875 4.916562080383301 6.0 +614.6668057430215 5192.689453125 4.915846824645996 6.0 +614.6872388746779 5185.52001953125 4.916450500488281 6.0 +614.7281049372978 5194.509765625 4.915741443634033 6.0 +614.7485379682621 5192.77099609375 4.915707111358643 6.0 +614.76897089876 5198.818359375 4.916574478149414 6.0 +614.7894040290194 5185.05419921875 4.916528701782227 6.0 +614.8098370590524 5193.552734375 4.916552543640137 6.0 +614.830269988619 5194.1904296875 4.9169745445251465 6.0 +614.850703117947 5189.443359375 4.9175920486450195 6.0 +614.8711360470479 5193.48291015625 4.918301582336426 6.0 +614.9120022043135 5188.4033203125 4.918261528015137 6.0 +614.9324351324831 5184.8056640625 4.917484760284424 6.0 +614.9528681601878 5188.40283203125 4.91763162612915 6.0 +614.9733012876532 5183.68017578125 4.916498184204102 6.0 +614.9937342148914 5185.572265625 4.917106628417969 6.0 +615.0141672418977 5187.62109375 4.915868759155273 6.0 +615.0346003684317 5191.5751953125 4.91549825668335 6.0 +615.0550333947394 5179.8525390625 4.915924549102783 6.0 +615.0754663208136 5181.69189453125 4.915600299835205 6.0 +615.0958994466491 5173.6591796875 4.915131092071533 6.0 +615.1163324720255 5180.46484375 4.91549015045166 6.0 +615.136765596937 5184.4326171875 4.917201995849609 6.0 +615.1571985218397 5182.36865234375 4.915369987487793 6.0 +615.1776315462848 5186.939453125 4.916340351104736 6.0 +615.1980646704978 5186.24462890625 4.91767692565918 6.0 +615.2184975944692 5187.27880859375 4.9175496101379395 6.0 +615.238930617983 5188.90625 4.917885780334473 6.0 +615.2593637412647 5181.26416015625 4.915356636047363 6.0 +615.2797966643047 5174.3369140625 4.915639400482178 6.0 +615.3002296868872 5176.09228515625 4.915464878082275 6.0 +615.3206628092375 5172.6181640625 4.916352272033691 6.0 +615.3410957313463 5182.2822265625 4.916513442993164 6.0 +615.3615287532302 5181.93603515625 4.915789604187012 6.0 +615.3819618746493 5175.81298828125 4.914731979370117 6.0 +615.4228278167793 5178.89892578125 4.916213035583496 6.0 +615.4841268775344 5164.2685546875 4.9147138595581055 6.0 +615.5045599970908 5173.87744140625 4.915363788604736 6.0 +615.5454260354963 5173.94189453125 4.9141845703125 6.0 +615.5658590543462 5179.09521484375 4.914775848388672 6.0 +615.586291972737 5170.6650390625 4.915528297424316 6.0 +615.6067250908964 5173.8935546875 4.915772438049316 6.0 +615.6271581088222 5179.6455078125 4.917112350463867 6.0 +615.6475910262743 5183.412109375 4.917479991912842 6.0 +615.6680241435024 5174.78369140625 4.916286945343018 6.0 +615.6884571604896 5171.525390625 4.916615009307861 6.0 +615.7088900770177 5172.220703125 4.917560577392578 6.0 +615.7293231933145 5178.87744140625 4.916294097900391 6.0 +615.7497562093777 5171.74267578125 4.917047023773193 6.0 +615.7701891252 5159.63037109375 4.915462017059326 6.0 +615.81105525569 5166.5615234375 4.9162421226501465 6.0 +615.8519212850224 5176.15380859375 4.9165191650390625 6.0 +615.8723542994558 5165.88330078125 4.916202545166016 6.0 +615.8927873131834 5173.68603515625 4.916311264038086 6.0 +615.9132203269182 5172.7060546875 4.916927337646484 6.0 +615.9336533401802 5170.29248046875 4.9157843589782715 6.0 +615.9540864532173 5165.4140625 4.915628433227539 6.0 +615.9745194660209 5157.80029296875 4.914028644561768 6.0 +615.994952378358 5169.93017578125 4.914303302764893 6.0 +616.0153854904565 5170.85546875 4.915607929229736 6.0 +616.0358185023288 5164.53271484375 4.914735794067383 6.0 +616.0766845251346 5164.84423828125 4.913697242736816 6.0 +616.0971175360755 5173.2060546875 4.916377067565918 6.0 +616.11755044655 5161.10107421875 4.914401531219482 6.0 +616.1584165670283 5162.22119140625 4.9150309562683105 6.0 +616.178849476797 5168.26220703125 4.916088104248047 6.0 +616.1992825861089 5174.298828125 4.915957927703857 6.0 +616.2197155951872 5153.35107421875 4.91414737701416 6.0 +616.2401485040318 5164.07275390625 4.914409637451172 6.0 +616.2605816126379 5163.32080078125 4.913745880126953 6.0 +616.2810145207841 5163.8173828125 4.913717746734619 6.0 +616.3014475286909 5161.28369140625 4.9132256507873535 6.0 +616.321880636373 5164.20703125 4.914222240447998 6.0 +616.3423135435878 5163.263671875 4.913437366485596 6.0 +616.383179657314 5169.02685546875 4.915434837341309 6.0 +616.4036126638312 5170.24365234375 4.915266990661621 6.0 +616.4240456698753 5168.65380859375 4.915075302124023 6.0 +616.444478675694 5173.849609375 4.915816783905029 6.0 +616.4649116812798 5169.68310546875 4.915926456451416 6.0 +616.4853446866255 5176.0947265625 4.91504430770874 6.0 +616.5057776915128 5162.01220703125 4.913938045501709 6.0 +616.5262106961673 5153.580078125 4.912368297576904 6.0 +616.5466438003496 5167.759765625 4.913865566253662 6.0 +616.5670767045376 5163.826171875 4.913125038146973 6.0 +616.5875097082608 5155.1611328125 4.913103103637695 6.0 +616.6079428115117 5154.1669921875 4.911460876464844 6.0 +616.6283757147685 5161.45068359375 4.9123334884643555 6.0 +616.6488087175603 5168.0546875 4.913634777069092 6.0 +616.6692418201128 5163.12890625 4.912438869476318 6.0 +616.6896747224382 5150.04931640625 4.9116315841674805 6.0 +616.7101077242987 5154.34716796875 4.911951065063477 6.0 +616.7305408259199 5164.25244140625 4.913201332092285 6.0 +616.750973727314 5150.41455078125 4.913101673126221 6.0 +616.7714068282439 5159.24560546875 4.914674282073975 6.0 +616.791839828933 5159.27685546875 4.913991451263428 6.0 +616.8122728293965 5149.27783203125 4.912895202636719 6.0 +616.8327058296272 5163.734375 4.913562297821045 6.0 +616.853138829385 5159.1484375 4.913756370544434 6.0 +616.8735718289172 5166.56640625 4.914836406707764 6.0 +616.8940048282166 5155.13720703125 4.914172172546387 6.0 +616.9144378272758 5148.61181640625 4.913827419281006 6.0 +616.934870725876 5154.01416015625 4.913690090179443 6.0 +616.9553038242448 5148.64111328125 4.913082599639893 6.0 +616.9757368223727 5153.24462890625 4.914257049560547 6.0 +616.9961697200415 5154.15283203125 4.914034366607666 6.0 +617.016602817479 5154.8388671875 4.914392471313477 6.0 +617.0574687116459 5149.890625 4.913971424102783 6.0 +617.0779018081521 5155.24658203125 4.914292335510254 6.0 +617.1187679004579 5158.26513671875 4.914649963378906 6.0 +617.1392007960312 5158.97607421875 4.914614200592041 6.0 +617.1596337913652 5154.876953125 4.914441108703613 6.0 +617.1800668864744 5158.9111328125 4.914216041564941 6.0 +617.2004997813492 5152.44091796875 4.913766384124756 6.0 +617.2209327757519 5152.50537109375 4.913990020751953 6.0 +617.2413658699297 5159.11865234375 4.9143524169921875 6.0 +617.2617987638732 5144.33447265625 4.913351058959961 6.0 +617.2822317575774 5160.98876953125 4.915311813354492 6.0 +617.3026648508239 5161.7236328125 4.915085315704346 6.0 +617.3230977438361 5145.5947265625 4.913445949554443 6.0 +617.3435307363761 5151.35595703125 4.914441108703613 6.0 +617.3639638289242 5144.88037109375 4.913825035095215 6.0 +617.3843968209985 5148.263671875 4.9134602546691895 6.0 +617.4048297128465 5159.7421875 4.914975643157959 6.0 +617.4252628044633 5158.93408203125 4.914464473724365 6.0 +617.4456957956136 5160.9296875 4.915063858032227 6.0 +617.466128686523 5154.4296875 4.914299964904785 6.0 +617.4865617772084 5155.5546875 4.914148807525635 6.0 +617.5069947674201 5152.69677734375 4.913619518280029 6.0 +617.5274277574063 5149.94775390625 4.913955211639404 6.0 +617.5478607471596 5155.587890625 4.915021896362305 6.0 +617.5682936366793 5152.75537109375 4.9150896072387695 6.0 +617.6091597147824 5150.05615234375 4.913111686706543 6.0 +617.6295926033636 5155.3857421875 4.914999008178711 6.0 +617.6500256914878 5147.5927734375 4.914313316345215 6.0 +617.6704586793785 5157.3876953125 4.91541862487793 6.0 +617.6908915672684 5155.12060546875 4.914982795715332 6.0 +617.7113246544541 5153.72216796875 4.915424823760986 6.0 +617.7317576416463 5153.40087890625 4.914802074432373 6.0 +617.7521906283655 5148.33935546875 4.914068698883057 6.0 +617.7726236148592 5148.49658203125 4.914058685302734 6.0 +617.79305660112 5161.134765625 4.9152302742004395 6.0 +617.813489586908 5155.62353515625 4.91530704498291 6.0 +617.8543555577999 5154.96044921875 4.914786338806152 6.0 +617.8747885428893 5152.60302734375 4.915673732757568 6.0 +617.8952216275211 5150.17822265625 4.914608955383301 6.0 +617.9156545119185 5156.15380859375 4.914634704589844 6.0 +617.9360875960774 5157.83056640625 4.9152727127075195 6.0 +617.95652058001 5151.32958984375 4.915151596069336 6.0 +617.9769534634761 5149.2998046875 4.914079189300537 6.0 +617.9973865467036 5144.501953125 4.914018630981445 6.0 +618.0178195297049 5160.86767578125 4.915274143218994 6.0 +618.0382524122397 5166.7958984375 4.916549205780029 6.0 +618.0586854947687 5162.18701171875 4.915816307067871 6.0 +618.0791184768386 5155.26904296875 4.915440559387207 6.0 +618.0995513584421 5153.5283203125 4.9147796630859375 6.0 +618.1199844400398 5157.978515625 4.915431022644043 6.0 +618.1404174211784 5155.83837890625 4.915890693664551 6.0 +618.1608503020834 5151.8193359375 4.914700031280518 6.0 +618.1812833827498 5150.591796875 4.91501522064209 6.0 +618.2017163629571 5164.05126953125 4.91505765914917 6.0 +618.2221493429315 5144.71923828125 4.914597034454346 6.0 +618.2425823226658 5158.630859375 4.915050983428955 6.0 +618.2630153021746 5152.66015625 4.914104461669922 6.0 +618.2834482812177 5154.85986328125 4.913846492767334 6.0 +618.3038812600207 5155.0146484375 4.914463043212891 6.0 +618.3243142385982 5154.59130859375 4.915291786193848 6.0 +618.34474721671 5157.46533203125 4.9144062995910645 6.0 +618.3651801948145 5156.1318359375 4.915006637573242 6.0 +618.3856131724606 5156.505859375 4.914400577545166 6.0 +618.4060462496418 5160.0830078125 4.914871692657471 6.0 +618.4264791268142 5166.03466796875 4.915705680847168 6.0 +618.446912103529 5146.57275390625 4.913883209228516 6.0 +618.4673451800045 5156.328125 4.915240287780762 6.0 +618.4877780562529 5159.38671875 4.915175914764404 6.0 +618.5082110320363 5152.56103515625 4.914610385894775 6.0 +618.5286441075878 5152.46435546875 4.914679050445557 6.0 +618.5490769828975 5158.1533203125 4.915809154510498 6.0 +618.5695099579825 5150.89208984375 4.913688659667969 6.0 +618.5899430328282 5157.9755859375 4.914763927459717 6.0 +618.6103759072139 5150.431640625 4.9143967628479 6.0 +618.6308088813676 5158.9365234375 4.915555000305176 6.0 +618.6512419550563 5158.2548828125 4.9154462814331055 6.0 +618.6716748287363 5156.322265625 4.914857387542725 6.0 +618.6921078019586 5155.6015625 4.915381908416748 6.0 +618.7125408749416 5150.0126953125 4.915233135223389 6.0 +618.7534068199893 5163.337890625 4.916202545166016 6.0 +618.7738397920475 5162.24853515625 4.916119575500488 6.0 +618.8147057352253 5153.4794921875 4.91486120223999 6.0 +618.8351387063449 5149.2197265625 4.914246559143066 6.0 +618.8555716774717 5153.6767578125 4.914190292358398 6.0 +618.9168705882839 5158.76318359375 4.915341854095459 6.0 +618.9373035580138 5173.73876953125 4.916683197021484 6.0 +618.9577365275036 5165.45654296875 4.915469646453857 6.0 +618.978169396767 5162.1259765625 4.9150896072387695 6.0 +618.9986024655664 5163.4521484375 4.915596008300781 6.0 +619.0190354341321 5164.0439453125 4.915285587310791 6.0 +619.039468302457 5159.66552734375 4.915018558502197 6.0 +619.059901370325 5162.3310546875 4.9155120849609375 6.0 +619.0803343381849 5158.60986328125 4.914780616760254 6.0 +619.1007673055865 5173.95751953125 4.91648530960083 6.0 +619.1416332394583 5175.16943359375 4.91700553894043 6.0 +619.162066305922 5169.6123046875 4.916505336761475 6.0 +619.1824991721587 5164.97265625 4.9161810874938965 6.0 +619.202932138156 5167.34326171875 4.915605068206787 6.0 +619.2233652039286 5173.8916015625 4.916518211364746 6.0 +619.2437981692347 5168.6123046875 4.915589332580566 6.0 +619.2642310343072 5162.06884765625 4.914761066436768 6.0 +619.2846640991411 5174.84765625 4.91597843170166 6.0 +619.3050970635159 5176.50927734375 4.916149616241455 6.0 +619.3255299276498 5173.3759765625 4.916121959686279 6.0 +619.3459629917925 5171.4150390625 4.915391445159912 6.0 +619.3663959552359 5173.078125 4.916190147399902 6.0 +619.3868288186786 5167.58447265625 4.9149956703186035 6.0 +619.4072618816499 5174.31787109375 4.916316986083984 6.0 +619.448127706899 5182.21337890625 4.916651248931885 6.0 +619.4685607689462 5170.99560546875 4.915513515472412 6.0 +619.4889937309927 5174.02099609375 4.916208267211914 6.0 +619.5298596539142 5172.94921875 4.916620254516602 6.0 +619.5502926147965 5176.96826171875 4.916348457336426 6.0 +619.5707256754395 5184.30908203125 4.917576313018799 6.0 +619.5911585358554 5179.70068359375 4.91714334487915 6.0 +619.6115914960392 5178.3994140625 4.9163923263549805 6.0 +619.6320244559829 5177.021484375 4.916444301605225 6.0 +619.6524574154682 5188.7431640625 4.918190956115723 6.0 +619.6728903747207 5179.35546875 4.916131973266602 6.0 +619.6933233337331 5183.8212890625 4.917360305786133 6.0 +619.71375629252 5181.5869140625 4.917029857635498 6.0 +619.7341892508412 5185.4150390625 4.917567729949951 6.0 +619.7546222089222 5191.55224609375 4.917897701263428 6.0 +619.7750551667777 5188.2578125 4.917974472045898 6.0 +619.7954881244004 5189.92529296875 4.918120384216309 6.0 +619.815921181551 5190.6640625 4.918248653411865 6.0 +619.8363540384744 5191.22802734375 4.918136119842529 6.0 +619.8567869951657 5182.505859375 4.917794227600098 6.0 +619.8772200516178 5194.4287109375 4.918405532836914 6.0 +619.8976529076099 5200.68359375 4.918757915496826 6.0 +619.9385189188906 5204.2353515625 4.919312953948975 6.0 +619.9589517741842 5196.3720703125 4.918433666229248 6.0 +619.9793848290137 5192.578125 4.918392181396484 6.0 +619.9998177838352 5192.73486328125 4.918406009674072 6.0 +620.0202506381975 5196.81201171875 4.918483257293701 6.0 +620.0406836920884 5187.7939453125 4.917876243591309 6.0 +620.0611166459857 5194.4638671875 4.918087005615234 6.0 +620.0815495994175 5196.53515625 4.918750762939453 6.0 +620.1019825526164 5196.86279296875 4.918670177459717 6.0 +620.1224155055752 5191.44091796875 4.91843843460083 6.0 +620.1428484580756 5192.28515625 4.918772220611572 6.0 +620.1632814105687 5199.97705078125 4.918895244598389 6.0 +620.1837143626035 5197.57470703125 4.919190406799316 6.0 +620.2041473141726 5202.02587890625 4.9196014404296875 6.0 +620.2245802657417 5196.68896484375 4.919109344482422 6.0 +620.2450132168378 5198.95947265625 4.918631553649902 6.0 +620.2654461677084 5196.6123046875 4.918716907501221 6.0 +620.2858791183389 5196.2548828125 4.9189605712890625 6.0 +620.3063120687439 5198.10595703125 4.918910980224609 6.0 +620.3267450186831 5212.09033203125 4.920222759246826 6.0 +620.3471779686224 5204.9052734375 4.919726371765137 6.0 +620.3676109180888 5214.0009765625 4.919561862945557 6.0 +620.3880439670975 5211.359375 4.91823148727417 6.0 +620.4084768160974 5208.1611328125 4.919443130493164 6.0 +620.4289097646397 5197.8310546875 4.918388366699219 6.0 +620.4493428129499 5199.79638671875 4.918824195861816 6.0 +620.4697756610258 5201.97412109375 4.919284343719482 6.0 +620.5106416560084 5203.9912109375 4.918117046356201 6.0 +620.5310745033785 5208.86376953125 4.919836044311523 6.0 +620.5515074500581 5206.69482421875 4.9193291664123535 6.0 +620.5719404967385 5211.58154296875 4.919943332672119 6.0 +620.5923733429518 5215.841796875 4.920515060424805 6.0 +620.6128062889256 5218.16650390625 4.920363903045654 6.0 +620.6332393346747 5206.99755859375 4.919826984405518 6.0 +620.653672280183 5211.7265625 4.9198479652404785 6.0 +620.674105125232 5211.9072265625 4.920286655426025 6.0 +620.6945381702826 5211.0146484375 4.920374393463135 6.0 +620.7354039589773 5214.91162109375 4.920948505401611 6.0 +620.7558370030965 5225.0546875 4.921849727630615 6.0 +620.7762699467421 5216.10595703125 4.920165061950684 6.0 +620.7967029901629 5216.00634765625 4.9206671714782715 6.0 +620.8171358333493 5222.96923828125 4.921757698059082 6.0 +620.8375687762964 5218.5556640625 4.921041965484619 6.0 +620.8580018187859 5218.7861328125 4.92114782333374 6.0 +620.878434661041 5211.78271484375 4.920474529266357 6.0 +620.8988676030567 5216.37353515625 4.920668125152588 6.0 +620.9193006448477 5219.1083984375 4.9206085205078125 6.0 +620.9397334861715 5228.18212890625 4.922152042388916 6.0 +620.9601664272559 5225.83740234375 4.921601295471191 6.0 +620.9805994681155 5223.71337890625 4.921633720397949 6.0 +621.0010323087408 5222.44140625 4.921635627746582 6.0 +621.0214652491268 5231.5634765625 4.9221696853637695 6.0 +621.0418981890543 5231.1943359375 4.921599864959717 6.0 +621.0623311287491 5221.70361328125 4.920466423034668 6.0 +621.1031970074328 5234.4541015625 4.922341823577881 6.0 +621.1236299461962 5232.81298828125 4.9227705001831055 6.0 +621.1440628847195 5235.75634765625 4.922232151031494 6.0 +621.164495923018 5228.0703125 4.921700477600098 6.0 +621.1849287610821 5227.142578125 4.9212727546691895 6.0 +621.2053617989077 5225.71142578125 4.921096324920654 6.0 +621.2462275734069 5232.40576171875 4.921968936920166 6.0 +621.2666606103012 5235.46923828125 4.921880722045898 6.0 +621.2870935467363 5235.45361328125 4.922601222991943 6.0 +621.3075263831706 5237.46875 4.921967029571533 6.0 +621.3279594191335 5236.92138671875 4.9224700927734375 6.0 +621.3483923548702 5234.09765625 4.922286033630371 6.0 +621.3688251903732 5225.0380859375 4.922016143798828 6.0 +621.3892582254048 5251.7197265625 4.924091339111328 6.0 +621.4096911604429 5233.24462890625 4.922492027282715 6.0 +621.4301239950146 5239.3505859375 4.922544956207275 6.0 +621.4709899632217 5245.1279296875 4.922662258148193 6.0 +621.4914228970956 5232.85693359375 4.921492099761963 6.0 +621.5118558304966 5234.4892578125 4.9221577644348145 6.0 +621.5322887636721 5250.55908203125 4.923826694488525 6.0 +621.5527216966148 5237.71630859375 4.921323776245117 6.0 +621.5731547290852 5237.4755859375 4.920967102050781 6.0 +621.5935875615614 5248.349609375 4.922571659088135 6.0 +621.6140205935662 5241.03857421875 4.921234130859375 6.0 +621.6344535253447 5246.13330078125 4.921501636505127 6.0 +621.6548863566568 5241.4296875 4.920751571655273 6.0 +621.6753193879704 5247.3759765625 4.92126989364624 6.0 +621.6957522188095 5244.6669921875 4.921593189239502 6.0 +621.7161851494238 5243.68115234375 4.9228596687316895 6.0 +621.7366181797988 5248.0439453125 4.922642707824707 6.0 +621.7774839396297 5240.07373046875 4.922529220581055 6.0 +621.7979169690807 5243.67529296875 4.9223127365112305 6.0 +621.81834979829 5249.14404296875 4.9235663414001465 6.0 +621.8387827272745 5247.3447265625 4.923723220825195 6.0 +621.8592157557869 5257.0576171875 4.924820899963379 6.0 +621.879648584305 5251.86669921875 4.924007892608643 6.0 +621.9000815123582 5242.849609375 4.923607349395752 6.0 +621.9205145399465 5250.98828125 4.9243316650390625 6.0 +621.940947367526 5249.30126953125 4.9241156578063965 6.0 +621.9613802948807 5242.86962890625 4.923511028289795 6.0 +621.9818133217632 5252.32666015625 4.923821926116943 6.0 +622.0022462484194 5245.94384765625 4.9241156578063965 6.0 +622.0226791748428 5248.908203125 4.923621654510498 6.0 +622.0431121008005 5247.0185546875 4.923954010009766 6.0 +622.063545026751 5254.0703125 4.923607349395752 6.0 +622.083977952243 5243.2861328125 4.922678470611572 6.0 +622.1248438025214 5256.86083984375 4.923635482788086 6.0 +622.1452768270829 5252.90673828125 4.924020767211914 6.0 +622.1657096514027 5253.458984375 4.9238786697387695 6.0 +622.1861425757306 5246.1171875 4.923426151275635 6.0 +622.2065755995936 5244.75439453125 4.922699928283691 6.0 +622.2270084229822 5246.43994140625 4.923426628112793 6.0 +622.2678743693104 5251.60302734375 4.923648834228516 6.0 +622.2883071920005 5247.6142578125 4.923253536224365 6.0 +622.3087401144658 5252.072265625 4.923514366149902 6.0 +622.3291730366982 5254.0263671875 4.923236846923828 6.0 +622.3496059584577 5251.30029296875 4.923128604888916 6.0 +622.3700389799924 5246.646484375 4.9232025146484375 6.0 +622.3904718015256 5257.21728515625 4.923076629638672 6.0 +622.4109047223537 5259.25732421875 4.923532485961914 6.0 +622.4313377431899 5250.80322265625 4.922845363616943 6.0 +622.451770563559 5248.07275390625 4.922524929046631 6.0 +622.4722034839215 5254.84375 4.923581123352051 6.0 +622.4926365038264 5263.65966796875 4.924560070037842 6.0 +622.5130694234977 5255.48291015625 4.9240403175354 6.0 +622.5335022426952 5256.7626953125 4.924129009246826 6.0 +622.5539352619016 5248.1767578125 4.92300271987915 6.0 +622.5743681806416 5244.03857421875 4.922916889190674 6.0 +622.5948009991407 5255.3408203125 4.923458576202393 6.0 +622.6152340174158 5255.037109375 4.922733306884766 6.0 +622.6356669352244 5257.314453125 4.923305511474609 6.0 +622.656099753025 5269.19921875 4.924096584320068 6.0 +622.6765327703688 5251.95751953125 4.922480583190918 6.0 +622.696965687479 5266.173828125 4.923264026641846 6.0 +622.7173985043482 5258.21533203125 4.922506332397461 6.0 +622.7378315207607 5257.4921875 4.922270774841309 6.0 +622.7582644371723 5263.62548828125 4.922679424285889 6.0 +622.7786974531118 5264.57763671875 4.923673152923584 6.0 +622.7991302688242 5254.955078125 4.9226555824279785 6.0 +622.8195631840717 5254.6142578125 4.923619270324707 6.0 +622.8399961993127 5257.294921875 4.923602104187012 6.0 +622.8604290140938 5250.921875 4.923246383666992 6.0 +622.8808619288757 5259.04931640625 4.923899173736572 6.0 +622.9012949431853 5263.41015625 4.923559665679932 6.0 +622.9217277570351 5256.21533203125 4.923165798187256 6.0 +622.9421606708856 5253.1552734375 4.923492908477783 6.0 +622.962593684264 5259.2333984375 4.923131465911865 6.0 +622.9830265976489 5252.32958984375 4.922997951507568 6.0 +623.0034594105673 5253.5048828125 4.923027038574219 6.0 +623.0238924230143 5250.96923828125 4.922214984893799 6.0 +623.0443253354679 5261.845703125 4.923020839691162 6.0 +623.064758147455 5269.34814453125 4.924105167388916 6.0 +623.0851911594364 5260.45703125 4.923346042633057 6.0 +623.1056239709578 5252.4013671875 4.920173645019531 6.0 +623.1260568820144 5256.689453125 4.920981407165527 6.0 +623.1464898930644 5256.91943359375 4.921218395233154 6.0 +623.1669227036546 5256.0185546875 4.923093795776367 6.0 +623.187355714239 5251.31396484375 4.922652721405029 6.0 +623.2077886243642 5257.24658203125 4.924071311950684 6.0 +623.228221434023 5250.66162109375 4.922946929931641 6.0 +623.2486544436833 5255.68505859375 4.923312187194824 6.0 +623.2690873531028 5267.03955078125 4.924209117889404 6.0 +623.2895201620631 5264.86767578125 4.924227714538574 6.0 +623.3099531707849 5254.14453125 4.923348426818848 6.0 +623.3303860792803 5259.595703125 4.923702716827393 6.0 +623.35081898731 5252.93603515625 4.9228901863098145 6.0 +623.3712518953398 5265.5595703125 4.924468994140625 6.0 +623.3916848028966 5259.48046875 4.922893524169922 6.0 +623.4121177102279 5259.529296875 4.92402982711792 6.0 +623.4325506173191 5251.9873046875 4.923940658569336 6.0 +623.4529835241847 5252.783203125 4.924052715301514 6.0 +623.4734164305846 5258.85693359375 4.9236979484558105 6.0 +623.5142822429116 5259.73095703125 4.923931121826172 6.0 +623.534715148613 5249.61865234375 4.922877311706543 6.0 +623.5551481540751 5254.62255859375 4.923125743865967 6.0 +623.5755809590773 5264.0830078125 4.923845291137695 6.0 +623.5960139640811 5260.24853515625 4.923490047454834 6.0 +623.6164468686111 5251.9892578125 4.923149585723877 6.0 +623.6368796729148 5255.1923828125 4.923105239868164 6.0 +623.6573126769872 5246.3291015625 4.922662258148193 6.0 +623.6777455805859 5260.908203125 4.923488616943359 6.0 +623.6981783841911 5253.3447265625 4.922894477844238 6.0 +623.7186113873322 5265.865234375 4.9237823486328125 6.0 +623.7390441902389 5256.5087890625 4.92305850982666 6.0 +623.7594770929063 5260.2490234375 4.9241042137146 6.0 +623.7799100953489 5250.72216796875 4.9226250648498535 6.0 +623.800342897317 5264.4951171875 4.924497604370117 6.0 +623.8207757990604 5259.54443359375 4.923956871032715 6.0 +623.8412088008045 5262.13623046875 4.92401123046875 6.0 +623.8616417020748 5245.6591796875 4.922557353973389 6.0 +623.8820745028861 5252.81298828125 4.923147201538086 6.0 +623.9025075036989 5247.21142578125 4.9225921630859375 6.0 +623.922940404038 5255.56884765625 4.923315525054932 6.0 +623.963806204265 5254.66748046875 4.923127174377441 6.0 +623.9842391036727 5254.533203125 4.922488212585449 6.0 +624.0046721030885 5250.32958984375 4.922882556915283 6.0 +624.02510490227 5251.13720703125 4.922468185424805 6.0 +624.0455378009792 5247.23974609375 4.921624660491943 6.0 +624.0659707994637 5250.61865234375 4.922049045562744 6.0 +624.0864035977138 5258.1953125 4.922429084777832 6.0 +624.1068364957246 5254.04248046875 4.922509670257568 6.0 +624.1272694932777 5246.2177734375 4.921836853027344 6.0 +624.1477022908293 5253.71875 4.922863960266113 6.0 +624.1681351879088 5257.07177734375 4.922667503356934 6.0 +624.1885681847634 5262.08056640625 4.923191070556641 6.0 +624.2090009813837 5258.33642578125 4.922451496124268 6.0 +624.2294338777647 5252.4541015625 4.921512603759766 6.0 +624.249866873688 5252.4033203125 4.921670436859131 6.0 +624.270299669377 5251.31494140625 4.921961784362793 6.0 +624.2907325648266 5251.984375 4.921888828277588 6.0 +624.3111655600514 5247.642578125 4.921789646148682 6.0 +624.3315984550427 5251.04052734375 4.921728134155273 6.0 +624.3520312497931 5250.39892578125 4.922050952911377 6.0 +624.3724642440866 5249.61767578125 4.922004222869873 6.0 +624.3928971381465 5246.75341796875 4.921494007110596 6.0 +624.4133300321992 5271.17236328125 4.922947406768799 6.0 +624.4337629255606 5251.7734375 4.921043395996094 6.0 +624.454195818922 5246.884765625 4.92096471786499 6.0 +624.4746287120433 5265.0185546875 4.922727584838867 6.0 +624.4950616047063 5251.53369140625 4.9217529296875 6.0 +624.5154943971356 5248.28076171875 4.920030117034912 6.0 +624.5359273893264 5245.619140625 4.92033052444458 6.0 +624.5563602812908 5247.88623046875 4.920660972595215 6.0 +624.5767930730217 5249.73974609375 4.921468734741211 6.0 +624.5972260642811 5249.41455078125 4.922130584716797 6.0 +624.6176589555471 5253.0224609375 4.92139196395874 6.0 +624.6380917463466 5243.6650390625 4.920440673828125 6.0 +624.6585247369076 5240.95068359375 4.920904636383057 6.0 +624.6789576272422 5254.42333984375 4.9223408699035645 6.0 +624.6993905171112 5247.12939453125 4.920932769775391 6.0 +624.7198234069729 5258.2841796875 4.92199182510376 6.0 +624.7402562963762 5245.822265625 4.920217037200928 6.0 +624.7606892855401 5246.64111328125 4.920110702514648 6.0 +624.8015549631818 5240.859375 4.9193830490112305 6.0 +624.8219879514145 5246.01171875 4.920570373535156 6.0 +624.9037195022684 5253.43408203125 4.921002388000488 6.0 +624.9241522893426 5243.34033203125 4.919512748718262 6.0 +624.9445852761783 5240.8408203125 4.919896125793457 6.0 +625.02631682028 5244.6083984375 4.920042514801025 6.0 +625.0467496057245 5243.52783203125 4.91910457611084 6.0 +625.0671825909303 5250.59521484375 4.922058582305908 6.0 +625.1080482601901 5243.404296875 4.920827388763428 6.0 +625.1489140285121 5251.51806640625 4.921250343322754 6.0 +625.1693470123282 5247.4482421875 4.921440601348877 6.0 +625.1897798959035 5247.0537109375 4.920395851135254 6.0 +625.2102126790196 5249.15771484375 4.920379161834717 6.0 +625.2510785445484 5245.35791015625 4.92115592956543 6.0 +625.2715114269668 5241.6279296875 4.920389652252197 6.0 +625.2919443091523 5242.748046875 4.920068264007568 6.0 +625.3123771910978 5251.57666015625 4.921206474304199 6.0 +625.3328100725848 5241.18408203125 4.920280933380127 6.0 +625.3532429540719 5233.46044921875 4.919386863708496 6.0 +625.373675835086 5236.373046875 4.92022180557251 6.0 +625.3941087158746 5246.8076171875 4.9206156730651855 6.0 +625.4145416961983 5232.88623046875 4.919661998748779 6.0 +625.4349744765132 5237.14453125 4.919268608093262 6.0 +625.4554073566032 5242.64501953125 4.92037296295166 6.0 +625.4758403362284 5234.64111328125 4.920139789581299 6.0 +625.496273115612 5228.26220703125 4.919309139251709 6.0 +625.5167059947707 5238.68310546875 4.920067310333252 6.0 +625.5371389736974 5239.37060546875 4.919676303863525 6.0 +625.5575717523825 5232.6435546875 4.919449329376221 6.0 +625.5780047306107 5233.29248046875 4.919424533843994 6.0 +625.5984376086053 5243.30517578125 4.920043468475342 6.0 +625.6188703865919 5234.64697265625 4.919707298278809 6.0 +625.6393033641216 5239.509765625 4.919938087463379 6.0 +625.6597362414177 5234.32275390625 4.919351100921631 6.0 +625.6801691182409 5238.32080078125 4.9198150634765625 6.0 +625.7006019950713 5235.697265625 4.9191670417785645 6.0 +625.7210348714361 5236.0791015625 4.919826507568359 6.0 +625.7414677477936 5231.09619140625 4.91842794418335 6.0 +625.7619006236928 5234.86669921875 4.919270992279053 6.0 +625.7823334993591 5236.6435546875 4.91959810256958 6.0 +625.8027662745517 5230.51904296875 4.919090747833252 6.0 +625.8231992497531 5244.01708984375 4.919442176818848 6.0 +625.8436321247209 5242.3173828125 4.919617652893066 6.0 +625.864064899215 5236.6220703125 4.918234825134277 6.0 +625.8844978734851 5246.1845703125 4.9204607009887695 6.0 +625.9049307475216 5232.22607421875 4.918220520019531 6.0 +625.9253635213172 5236.89794921875 4.918303966522217 6.0 +625.966229367994 5236.4013671875 4.919672012329102 6.0 +625.9866623410926 5233.4326171875 4.917829513549805 6.0 +626.0070951137313 5229.2958984375 4.91828727722168 6.0 +626.027527986138 5229.8544921875 4.918708324432373 6.0 +626.0479609583053 5238.154296875 4.919547080993652 6.0 +626.0683937302456 5232.2333984375 4.920022010803223 6.0 +626.0888266019538 5230.56982421875 4.918989658355713 6.0 +626.1092595731898 5233.7431640625 4.9193925857543945 6.0 +626.1296923441987 5231.01025390625 4.919315814971924 6.0 +626.1501252152084 5225.13525390625 4.918105602264404 6.0 +626.1705581857459 5230.4208984375 4.919240474700928 6.0 +626.1909909560563 5236.61767578125 4.9194488525390625 6.0 +626.2114238259019 5232.39599609375 4.919336795806885 6.0 +626.2318567957409 5225.0048828125 4.918471336364746 6.0 +626.2522896651208 5239.62353515625 4.920657634735107 6.0 +626.2727224344999 5218.53759765625 4.917987823486328 6.0 +626.2931554034076 5221.58154296875 4.918267250061035 6.0 +626.313588272089 5211.01416015625 4.915308475494385 6.0 +626.334021240531 5218.56640625 4.918454647064209 6.0 +626.354454008746 5222.83935546875 4.9188737869262695 6.0 +626.374886876496 5223.3359375 4.918654918670654 6.0 +626.3953198442396 5229.81396484375 4.919576644897461 6.0 +626.4157526115232 5229.9755859375 4.918922424316406 6.0 +626.4361854785748 5219.34814453125 4.918427467346191 6.0 +626.4566183453862 5219.5146484375 4.9188127517700195 6.0 +626.4770512119721 5223.17578125 4.918973922729492 6.0 +626.4974840783252 5225.29296875 4.919216632843018 6.0 +626.5179169442126 5216.43896484375 4.915577411651611 6.0 +626.5587825755138 5220.4189453125 4.918193340301514 6.0 +626.5792155406962 5225.63818359375 4.918186187744141 6.0 +626.5996484056523 5220.794921875 4.919628620147705 6.0 +626.6200812703755 5223.431640625 4.917861461639404 6.0 +626.640514134866 5215.21728515625 4.91532039642334 6.0 +626.6609469988834 5222.73486328125 4.917845249176025 6.0 +626.6813798629082 5218.71875 4.914791107177734 6.0 +626.70181272646 5227.85595703125 4.918229103088379 6.0 +626.7222455897863 5226.671875 4.9175944328308105 6.0 +626.7426785528805 5216.1015625 4.914854526519775 6.0 +626.7631114157339 5217.89453125 4.916730880737305 6.0 +626.7835441783609 5221.92626953125 4.916642665863037 6.0 +626.8039771405238 5209.0693359375 4.913925647735596 6.0 +626.8244100026786 5214.67626953125 4.914050102233887 6.0 +626.8448427643743 5218.376953125 4.917287349700928 6.0 +626.8652757258387 5219.255859375 4.916130542755127 6.0 +626.8857085870623 5213.04638671875 4.9156646728515625 6.0 +626.9061413480595 5212.140625 4.914844036102295 6.0 +626.9265743088254 5216.2763671875 4.914501190185547 6.0 +626.9470071691176 5214.63232421875 4.914368152618408 6.0 +626.9674399294163 5221.791015625 4.915301322937012 6.0 +626.9878728892509 5215.00634765625 4.91585636138916 6.0 +627.0083057490774 5220.5146484375 4.918044090270996 6.0 +627.0287385084448 5212.37158203125 4.914567470550537 6.0 +627.0491714675809 5219.01171875 4.914727210998535 6.0 +627.0696043262433 5208.21044921875 4.913974761962891 6.0 +627.090037184913 5221.23583984375 4.914218902587891 6.0 +627.1104700433498 5209.55419921875 4.913125991821289 6.0 +627.1309029013137 5219.259765625 4.916008472442627 6.0 +627.151335759052 5213.84228515625 4.9137372970581055 6.0 +627.1717686165575 5208.2431640625 4.912623882293701 6.0 +627.1922014738229 5218.57080078125 4.916414260864258 6.0 +627.2126343308628 5209.7490234375 4.911994457244873 6.0 +627.2330671876698 5204.3662109375 4.912815570831299 6.0 +627.2535000442367 5210.06640625 4.913687705993652 6.0 +627.273933000346 5209.11669921875 4.913122177124023 6.0 +627.2943657562209 5207.8681640625 4.912302017211914 6.0 +627.3147986120894 5207.84326171875 4.9133453369140625 6.0 +627.3352315675002 5209.52294921875 4.912014007568359 6.0 +627.3556643226766 5200.88134765625 4.9115824699401855 6.0 +627.3760971776137 5213.60498046875 4.91383695602417 6.0 +627.3965301320932 5207.0849609375 4.913258075714111 6.0 +627.4169628865711 5206.7470703125 4.913852214813232 6.0 +627.4373957405769 5203.30078125 4.912902355194092 6.0 +627.4578286945907 5212.69921875 4.913695335388184 6.0 +627.4782614481373 5204.10986328125 4.912726402282715 6.0 +627.4986943014446 5207.4912109375 4.912935256958008 6.0 +627.5191272545271 5196.498046875 4.912430763244629 6.0 +627.559992959752 5203.8623046875 4.913029670715332 6.0 +627.5804258121352 5207.2138671875 4.912400722503662 6.0 +627.6008586640528 5204.54833984375 4.912923812866211 6.0 +627.6212915157303 5197.43798828125 4.912053108215332 6.0 +627.641724367415 5197.34619140625 4.911177635192871 6.0 +627.6621572186268 5198.0927734375 4.911634922027588 6.0 +627.6825900696131 5207.91943359375 4.912691593170166 6.0 +627.7030229201337 5196.525390625 4.911050319671631 6.0 +627.7234557706543 5199.12548828125 4.9113922119140625 6.0 +627.7438887209355 5197.978515625 4.911498546600342 6.0 +627.7643214707568 5199.6455078125 4.911416053771973 6.0 +627.7847543203388 5200.068359375 4.9114484786987305 6.0 +627.805187269696 5200.94189453125 4.912078380584717 6.0 +627.8256200190517 5189.771484375 4.9103617668151855 6.0 +627.8460527677089 5200.69677734375 4.9124755859375 6.0 +627.8664857163603 5197.310546875 4.911741256713867 6.0 +627.8869185647854 5192.4482421875 4.91157865524292 6.0 +627.9073515127384 5201.609375 4.912533283233643 6.0 +627.9482171081909 5189.62060546875 4.911407947540283 6.0 +627.9686500554453 5195.9208984375 4.911284923553467 6.0 +627.9890828027055 5198.87255859375 4.912317752838135 6.0 +628.0095156495008 5193.447265625 4.910732746124268 6.0 +628.029948595824 5186.771484375 4.909989356994629 6.0 +628.0503813421528 5189.17919921875 4.911195755004883 6.0 +628.0912471338743 5196.30908203125 4.911153793334961 6.0 +628.1116799795054 5190.291015625 4.910330295562744 6.0 +628.1321127246702 5193.396484375 4.91061544418335 6.0 +628.1525456695963 5187.82568359375 4.9097208976745605 6.0 +628.1729785142961 5187.83740234375 4.910569667816162 6.0 +628.1934112587624 5177.70751953125 4.909684181213379 6.0 +628.21384420299 5186.82177734375 4.909937858581543 6.0 +628.2342770467585 5196.24560546875 4.912168502807617 6.0 +628.2547097905262 5198.83251953125 4.911905765533447 6.0 +628.2751427338226 5185.45654296875 4.911166667938232 6.0 +628.2955755771254 5184.18701171875 4.91109037399292 6.0 +628.3160085199634 5180.93359375 4.9101409912109375 6.0 +628.3364412625597 5187.53857421875 4.910863876342773 6.0 +628.3568741049312 5187.5478515625 4.91048526763916 6.0 +628.3773070470706 5184.71533203125 4.910183906555176 6.0 +628.3977397889685 5191.08544921875 4.909797191619873 6.0 +628.4386055718496 5177.8994140625 4.907728672027588 6.0 +628.4590383128161 5194.4619140625 4.908415794372559 6.0 +628.4794711535578 5175.46728515625 4.9064435958862305 6.0 +628.4999039942995 5181.80908203125 4.907881259918213 6.0 +628.5203368345683 5176.765625 4.908647537231445 6.0 +628.5612025144219 5181.908203125 4.908186435699463 6.0 +628.5816353537593 5180.24609375 4.908829212188721 6.0 +628.6225011319839 5175.8486328125 4.9094014167785645 6.0 +628.6429338708549 5179.5068359375 4.908552646636963 6.0 +628.6633667092683 5169.65478515625 4.907641887664795 6.0 +628.7042323856222 5180.22509765625 4.90854024887085 6.0 +628.7246653233378 5166.73291015625 4.907082557678223 6.0 +628.7450981605871 5188.103515625 4.908902168273926 6.0 +628.7655308978283 5183.18310546875 4.909400939941406 6.0 +628.7859638348455 5172.46484375 4.906759738922119 6.0 +628.8063966713962 5170.98486328125 4.907043933868408 6.0 +628.8268294079389 5175.3271484375 4.907647609710693 6.0 +628.8472623440248 5182.29150390625 4.908058166503906 6.0 +628.867695179877 5172.91162109375 4.9071364402771 6.0 +628.8881279157213 5179.552734375 4.9090471267700195 6.0 +628.9085608511086 5176.56005859375 4.908873558044434 6.0 +628.9289936862624 5172.1923828125 4.908535957336426 6.0 +628.9494265209432 5177.05224609375 4.9096574783325195 6.0 +628.9698593556313 5172.89404296875 4.908668518066406 6.0 +628.9902921900866 5168.248046875 4.908308506011963 6.0 +629.010725024069 5176.50439453125 4.909207820892334 6.0 +629.0311578580586 5171.0830078125 4.908290386199951 6.0 +629.0515906915825 5173.3828125 4.908905029296875 6.0 +629.0720236248671 5170.32177734375 4.907486915588379 6.0 +629.0924564579254 5167.42578125 4.908341407775879 6.0 +629.1128891907429 5169.11328125 4.907751560211182 6.0 +629.1333221233363 5167.9765625 4.907177925109863 6.0 +629.1946206194771 5157.6240234375 4.906308174133301 6.0 +629.2150534511384 5163.57421875 4.907501220703125 6.0 +629.2559191135224 5161.240234375 4.906490802764893 6.0 +629.2967846747488 5153.28515625 4.906576156616211 6.0 +630.1958363732629 5573.96435546875 4.65647554397583 7.0 +630.2367021112004 5578.306640625 4.656500339508057 7.0 +630.2571348298225 5572.84716796875 4.656740665435791 7.0 +630.2775676482051 5578.77783203125 4.657589912414551 7.0 +630.298000566363 5572.41015625 4.656551361083984 7.0 +630.3184332840538 5576.94091796875 4.657535076141357 7.0 +630.338866101738 5572.22509765625 4.657388687133789 7.0 +630.3592990189645 5574.49658203125 4.6587042808532715 7.0 +630.3797317361896 5575.9306640625 4.6588544845581055 7.0 +630.4001645529424 5564.19482421875 4.65656042098999 7.0 +630.4410302859906 5576.58154296875 4.658434867858887 7.0 +630.4614630020515 5566.75537109375 4.65666389465332 7.0 +630.481895917881 5564.47021484375 4.657548427581787 7.0 +630.502328733477 5574.62060546875 4.659341812133789 7.0 +630.5227614488322 5570.26416015625 4.65922737121582 7.0 +630.5431943637304 5568.4560546875 4.658351898193359 7.0 +630.5636270786272 5569.99658203125 4.659220218658447 7.0 +630.5840599932853 5577.5947265625 4.659731388092041 7.0 +630.6453584354094 5566.8994140625 4.6589436531066895 7.0 +630.7066568754381 5565.65283203125 4.659491062164307 7.0 +630.7475224008085 5573.01806640625 4.660191059112549 7.0 +630.7679553131384 5568.60302734375 4.658969879150391 7.0 +630.7883881252419 5560.2099609375 4.657076358795166 7.0 +630.8088208371119 5559.82275390625 4.659036636352539 7.0 +630.8292537487432 5564.92578125 4.658740997314453 7.0 +630.8496865601483 5565.650390625 4.6587042808532715 7.0 +630.8701193710876 5563.44580078125 4.658841133117676 7.0 +630.8905521820197 5567.89990234375 4.659759998321533 7.0 +630.9109849924935 5562.31591796875 4.659201145172119 7.0 +630.9314179029607 5563.28125 4.660384654998779 7.0 +630.951850612968 5565.03076171875 4.660117149353027 7.0 +630.9722834227432 5562.77783203125 4.65935754776001 7.0 +630.9927163325119 5565.77392578125 4.660609245300293 7.0 +631.0131491418215 5577.4677734375 4.661233901977539 7.0 +631.0335818508975 5570.19384765625 4.660531044006348 7.0 +631.0540147597349 5568.50390625 4.659490585327148 7.0 +631.0744475683459 5568.04296875 4.660060405731201 7.0 +631.0948802767234 5564.91650390625 4.660022735595703 7.0 +631.1153131846295 5568.0390625 4.659451961517334 7.0 +631.1357459925421 5568.28759765625 4.660649299621582 7.0 +631.1561787002211 5567.93603515625 4.659369468688965 7.0 +631.1766116076615 5562.98876953125 4.660036563873291 7.0 +631.197044314642 5568.73486328125 4.659521102905273 7.0 +631.217477221624 5552.51904296875 4.658641815185547 7.0 +631.2379100281323 5578.474609375 4.661341190338135 7.0 +631.2583427344143 5565.13427734375 4.659973621368408 7.0 +631.2787756406979 5562.43701171875 4.6603193283081055 7.0 +631.2992084465077 5557.54638671875 4.659095287322998 7.0 +631.3196411520912 5563.3583984375 4.660190582275391 7.0 +631.3400740574434 5561.1435546875 4.660484790802002 7.0 +631.3605068625548 5569.4638671875 4.661622524261475 7.0 +631.4013724720935 5563.44580078125 4.660643100738525 7.0 +631.4218052765063 5573.0556640625 4.660923480987549 7.0 +631.4422380806936 5564.21142578125 4.660468578338623 7.0 +631.4626708844153 5564.42236328125 4.661258697509766 7.0 +631.4831036881296 5564.83251953125 4.660834789276123 7.0 +631.5035365916192 5573.36181640625 4.661183834075928 7.0 +631.5239693946351 5567.55224609375 4.661925792694092 7.0 +631.5444020976574 5559.42138671875 4.661144733428955 7.0 +631.5648350002157 5562.57470703125 4.661193370819092 7.0 +631.5852678027732 5558.1455078125 4.659648895263672 7.0 +631.6057005048569 5563.9296875 4.66059684753418 7.0 +631.6261334067167 5564.53076171875 4.660550594329834 7.0 +631.6465662085684 5570.34912109375 4.660414218902588 7.0 +631.666998909961 5563.31494140625 4.660553932189941 7.0 +631.6874318111222 5560.56494140625 4.658687114715576 7.0 +631.7078646120499 5562.978515625 4.660525321960449 7.0 +631.7282973127367 5570.18896484375 4.6614670753479 7.0 +631.7487302131995 5566.11669921875 4.660750389099121 7.0 +631.7691630134213 5567.1484375 4.661531925201416 7.0 +631.7895959131856 5570.8515625 4.66121768951416 7.0 +631.8100286129484 5568.037109375 4.661107540130615 7.0 +631.830461412479 5570.70654296875 4.661609649658203 7.0 +631.8508942117696 5575.54931640625 4.66167688369751 7.0 +631.8713270106018 5571.07470703125 4.661780834197998 7.0 +631.8917598094267 5569.96875 4.661304950714111 7.0 +631.9121926077933 5566.71240234375 4.660565376281738 7.0 +631.9326254061598 5563.44580078125 4.6610918045043945 7.0 +631.9530582040607 5572.92578125 4.662031173706055 7.0 +631.9734910019542 5571.80615234375 4.66137170791626 7.0 +632.0143565965845 5566.48291015625 4.661431312561035 7.0 +632.0347894935549 5567.94287109375 4.661104202270508 7.0 +632.0552221902908 5576.5390625 4.6627278327941895 7.0 +632.0756549870275 5572.0234375 4.661719799041748 7.0 +632.0960878832921 5569.01904296875 4.662008285522461 7.0 +632.1165205793295 5571.7783203125 4.662069320678711 7.0 +632.1369534751284 5570.236328125 4.661940574645996 7.0 +632.1573862704681 5575.72900390625 4.662014484405518 7.0 +632.1778189658071 5572.65771484375 4.661716461181641 7.0 +632.1982518609075 5573.78173828125 4.663200378417969 7.0 +632.2186846557815 5579.0732421875 4.662534236907959 7.0 +632.2595502445911 5582.484375 4.663049697875977 7.0 +632.2799830387667 5572.2626953125 4.661998271942139 7.0 +632.3004157327086 5573.947265625 4.6626362800598145 7.0 +632.3208486261792 5576.0224609375 4.662725448608398 7.0 +632.3412814196563 5580.08203125 4.662939071655273 7.0 +632.3617142126677 5582.9892578125 4.663417816162109 7.0 +632.382147005439 5582.9970703125 4.663804531097412 7.0 +632.4025797982176 5587.68505859375 4.663294792175293 7.0 +632.4434453826034 5580.7099609375 4.662692070007324 7.0 +632.4638781746835 5578.3916015625 4.6635966300964355 7.0 +632.4843110662987 5586.06494140625 4.664582252502441 7.0 +632.504743857673 5594.0712890625 4.664064884185791 7.0 +632.525176548821 5584.8720703125 4.663178443908691 7.0 +632.5456094397377 5582.92529296875 4.6634907722473145 7.0 +632.5660422304136 5591.00244140625 4.664361000061035 7.0 +632.7090717584288 5579.59326171875 4.664056777954102 7.0 +634.5888876243262 5664.10986328125 4.675057888031006 7.0 +634.609320491254 5661.60693359375 4.675250053405762 7.0 +634.6297531579548 5652.8974609375 4.674657821655273 7.0 +634.6501859244236 5660.23388671875 4.6754608154296875 7.0 +634.670618790653 5666.22021484375 4.676168918609619 7.0 +634.6910514566553 5663.095703125 4.675368309020996 7.0 +635.2427362501985 5676.81787109375 4.677574157714844 7.0 +635.2631689096816 5671.265625 4.6768879890441895 7.0 +635.283601768926 5676.40478515625 4.677951812744141 7.0 +635.3244671867287 5673.1005859375 4.676819324493408 7.0 +635.3449000452747 5667.41064453125 4.676942825317383 7.0 +635.3653328038272 5675.31494140625 4.677783489227295 7.0 +635.3857654619133 5670.005859375 4.6771440505981445 7.0 +635.4061983197607 5677.666015625 4.678004741668701 7.0 +635.4266310773819 5670.9228515625 4.677389144897461 7.0 +635.4470638347702 5673.3232421875 4.677551746368408 7.0 +635.4674965919185 5671.068359375 4.676856517791748 7.0 +635.4879293488411 5683.42236328125 4.677984714508057 7.0 +635.5083621057638 5676.3056640625 4.677082061767578 7.0 +635.5492276184377 5684.76171875 4.678255081176758 7.0 +635.5696604744298 5689.7763671875 4.6788787841796875 7.0 +635.5900932304139 5666.2763671875 4.676692008972168 7.0 +635.6105258859388 5688.1884765625 4.678811550140381 7.0 +635.6309587412252 5672.234375 4.678027629852295 7.0 +635.6513914962852 5675.6865234375 4.677852153778076 7.0 +635.6718241513445 5675.95263671875 4.677852630615234 7.0 +635.6922570059396 5678.50634765625 4.678191184997559 7.0 +635.7126897602939 5685.56396484375 4.678920269012451 7.0 +635.7331224146546 5674.1533203125 4.677793979644775 7.0 +635.753555268544 5680.00146484375 4.67827033996582 7.0 +635.7739880224399 5686.85302734375 4.679656982421875 7.0 +635.7944206758693 5681.72119140625 4.678718566894531 7.0 +635.8148535293003 5686.1083984375 4.678741455078125 7.0 +635.8352862822576 5688.94921875 4.678884506225586 7.0 +635.8557190349893 5683.51806640625 4.678046703338623 7.0 +635.8761517877138 5685.6123046875 4.678872108459473 7.0 +635.8965845402126 5687.01171875 4.678990364074707 7.0 +635.9170172922459 5681.6015625 4.678830623626709 7.0 +635.9374500442791 5676.08154296875 4.678776264190674 7.0 +635.9578827958394 5673.75732421875 4.678201675415039 7.0 +635.978315547407 5687.8974609375 4.6795477867126465 7.0 +635.9987482987344 5672.427734375 4.678503036499023 7.0 +636.0191810496035 5676.77001953125 4.678640365600586 7.0 +636.0396138004726 5678.54638671875 4.678857803344727 7.0 +636.0600465511015 5683.6201171875 4.678850173950195 7.0 +636.1213448013732 5681.6767578125 4.679162502288818 7.0 +636.1417776510789 5682.25244140625 4.678859233856201 7.0 +636.162210400551 5681.73583984375 4.6795477867126465 7.0 +636.1826430497822 5671.3515625 4.678653240203857 7.0 +636.2030758987894 5682.6708984375 4.6793131828308105 7.0 +636.223508647563 5681.6298828125 4.679473876953125 7.0 +636.2439412960957 5694.41455078125 4.680748462677002 7.0 +636.2643741444044 5682.07666015625 4.679803848266602 7.0 +636.2848068924795 5678.31298828125 4.678788185119629 7.0 +636.3052395403138 5687.63037109375 4.679561614990234 7.0 +636.325672387924 5678.13427734375 4.678953647613525 7.0 +636.3461051353006 5696.0107421875 4.680755615234375 7.0 +636.407403376259 5691.61572265625 4.680548191070557 7.0 +636.4482688689095 5688.70654296875 4.679401397705078 7.0 +636.468701615122 5683.61376953125 4.680057048797607 7.0 +636.5095671063755 5686.84375 4.679922580718994 7.0 +636.5504325969305 5668.5625 4.678230285644531 7.0 +636.5708653419788 5692.109375 4.679083347320557 7.0 +636.5912980865614 5682.15185546875 4.679012298583984 7.0 +636.6117309311376 5679.32080078125 4.678931713104248 7.0 +636.6321635752538 5688.92578125 4.680709362030029 7.0 +636.6525963193708 5676.74658203125 4.679195404052734 7.0 +636.6730291632484 5685.5791015625 4.679723262786865 7.0 +636.693461806899 5678.79541015625 4.679821968078613 7.0 +636.7138946500781 5680.4521484375 4.679943561553955 7.0 +636.7343273932638 5688.89501953125 4.6805739402771 7.0 +636.7547600362159 5693.54541015625 4.680882930755615 7.0 +636.7751928789367 5688.32080078125 4.680540561676025 7.0 +636.7956256214165 5681.23193359375 4.679588317871094 7.0 +636.8160582636701 5678.7421875 4.679544448852539 7.0 +636.8364911056851 5679.16015625 4.679253101348877 7.0 +636.8569238474738 5689.62255859375 4.680281639099121 7.0 +636.8773564890289 5682.015625 4.679766654968262 7.0 +636.8977893303527 5674.7666015625 4.67921257019043 7.0 +636.9182220714356 5674.1953125 4.679284572601318 7.0 +636.938654812293 5688.4560546875 4.680559158325195 7.0 +636.959087553143 5679.2841796875 4.680112361907959 7.0 +636.9795202935347 5687.59375 4.681145668029785 7.0 +636.9999531336944 5676.150390625 4.679500579833984 7.0 +637.0408185135384 5680.47021484375 4.680332660675049 7.0 +637.0612513529995 5681.6943359375 4.680178642272949 7.0 +637.0816840924526 5681.37109375 4.680685520172119 7.0 +637.1021167316794 5677.58447265625 4.6797404289245605 7.0 +637.1225495704421 5678.4853515625 4.680183410644531 7.0 +637.1429823091967 5692.5791015625 4.681390285491943 7.0 +637.163414947725 5686.64111328125 4.680682182312012 7.0 +637.1838477857891 5686.9130859375 4.681210041046143 7.0 +637.2042805238452 5680.47802734375 4.6805877685546875 7.0 +637.224713161675 5679.5859375 4.680415630340576 7.0 +637.2451459992735 5675.35546875 4.680069446563721 7.0 +637.2655786366377 5672.15625 4.679541110992432 7.0 +637.2860114737632 5686.91455078125 4.680757999420166 7.0 +637.3064442106624 5683.16259765625 4.680731296539307 7.0 +637.3268768473208 5685.71142578125 4.680929183959961 7.0 +637.3473096837552 5684.89892578125 4.680294036865234 7.0 +637.3677424199559 5681.63037109375 4.680147171020508 7.0 +637.388175055923 5687.794921875 4.680769443511963 7.0 +637.4086078918845 5677.23193359375 4.679834365844727 7.0 +637.4290406273867 5687.8212890625 4.680454730987549 7.0 +637.4494733628817 5683.3115234375 4.68031644821167 7.0 +637.4699060979183 5681.3544921875 4.679508209228516 7.0 +637.5107715675185 5694.658203125 4.681427001953125 7.0 +637.5312043020895 5682.96875 4.680570125579834 7.0 +637.5516370361947 5685.5625 4.681025505065918 7.0 +637.5720698702935 5680.04345703125 4.680747985839844 7.0 +637.5925025041652 5685.88818359375 4.681271553039551 7.0 +637.6129352378048 5680.48193359375 4.681074142456055 7.0 +637.653800804379 5680.1640625 4.681033611297607 7.0 +637.6742334373193 5692.09765625 4.682168006896973 7.0 +637.6946662700211 5682.65673828125 4.681654453277588 7.0 +637.7150990024966 5683.99267578125 4.680870056152344 7.0 +637.7355316347384 5693.4091796875 4.681728839874268 7.0 +637.7559644667417 5684.169921875 4.681441307067871 7.0 +637.7763971987515 5680.39697265625 4.680871486663818 7.0 +637.7968298302949 5690.37939453125 4.681853294372559 7.0 +637.8172626615997 5679.7509765625 4.680689811706543 7.0 +637.837695392911 5680.4970703125 4.681230068206787 7.0 +637.8581281237566 5678.21484375 4.680248737335205 7.0 +637.878560854595 5671.43701171875 4.680387496948242 7.0 +637.8989935852078 5689.7197265625 4.681849956512451 7.0 +637.9194263153549 5676.1474609375 4.680856227874756 7.0 +637.9398590454948 5681.37158203125 4.681834697723389 7.0 +637.9602916754084 5684.78515625 4.6817145347595215 7.0 +637.9807245050906 5677.58154296875 4.681097030639648 7.0 +638.001157234532 5680.38525390625 4.680907249450684 7.0 +638.0215899637478 5680.45654296875 4.681576728820801 7.0 +638.0420226927308 5684.91650390625 4.681687355041504 7.0 +638.0624554214737 5688.90087890625 4.681465148925781 7.0 +638.0828881502239 5678.4638671875 4.680562496185303 7.0 +638.1033209785091 5685.5673828125 4.681540012359619 7.0 +638.1237536065528 5679.0361328125 4.681416988372803 7.0 +638.1441864346052 5669.32373046875 4.679812431335449 7.0 +638.164619162184 5682.85009765625 4.681086540222168 7.0 +638.1850517897692 5673.7822265625 4.681046962738037 7.0 +638.2259173440107 5671.65869140625 4.680744647979736 7.0 +638.2463499708902 5686.24609375 4.6816487312316895 7.0 +638.2667827975456 5677.53466796875 4.681284427642822 7.0 +638.3076481501485 5670.38671875 4.68030309677124 7.0 +638.3280809761054 5681.0537109375 4.681180477142334 7.0 +638.3485137018288 5672.36669921875 4.680521011352539 7.0 +638.3689463273113 5682.8701171875 4.681500434875488 7.0 +638.3893791525697 5678.3408203125 4.6809163093566895 7.0 +638.4098118778202 5675.2529296875 4.68104362487793 7.0 +638.430244702613 5683.81982421875 4.681394577026367 7.0 +638.4506773274043 5681.11376953125 4.681670665740967 7.0 +638.4711100517234 5666.7431640625 4.680373191833496 7.0 +638.5528409473918 5674.73974609375 4.680961608886719 7.0 +638.5732736707869 5691.07666015625 4.682568550109863 7.0 +638.5937063939418 5675.41015625 4.6812357902526855 7.0 +638.6141391168712 5681.849609375 4.681112289428711 7.0 +638.6345718395678 5683.50146484375 4.681980609893799 7.0 +638.6550045622571 5677.07763671875 4.680919170379639 7.0 +638.6754373844888 5680.95361328125 4.681682586669922 7.0 +638.6958700064861 5678.5341796875 4.681411266326904 7.0 +638.7163028284776 5681.10693359375 4.681426048278809 7.0 +638.73673555001 5675.75146484375 4.680793285369873 7.0 +638.7571681715417 5678.02587890625 4.68087911605835 7.0 +638.7776009928348 5669.4833984375 4.680092811584473 7.0 +638.7980337136687 5676.2060546875 4.681350231170654 7.0 +638.8184663345019 5677.1025390625 4.681142330169678 7.0 +638.8388991550964 5683.87158203125 4.682003021240234 7.0 +638.8593318754647 5677.40185546875 4.681286334991455 7.0 +638.9206300353981 5671.6962890625 4.679714679718018 7.0 +638.941062754835 5679.12353515625 4.681057453155518 7.0 +638.9614954742647 5675.5703125 4.680274486541748 7.0 +638.981928193236 5676.4296875 4.681323528289795 7.0 +639.0023610122007 5676.294921875 4.680303573608398 7.0 +639.0227936309384 5674.00634765625 4.680111408233643 7.0 +639.0432263492112 5671.6162109375 4.679999828338623 7.0 +639.0636591674847 5671.40771484375 4.680874824523926 7.0 +639.0840918855174 5670.94189453125 4.680863857269287 7.0 +639.1045245033238 5677.2998046875 4.680947303771973 7.0 +639.1249573208916 5679.88525390625 4.682109355926514 7.0 +639.1453900384658 5676.8369140625 4.681131839752197 7.0 +639.1658226555737 5670.35009765625 4.680915832519531 7.0 +639.1862554724503 5665.31884765625 4.680142879486084 7.0 +639.206688089318 5671.12451171875 4.681190490722656 7.0 +639.2271208057282 5674.69775390625 4.6814703941345215 7.0 +639.2475536221318 5659.16455078125 4.679729461669922 7.0 +639.2679862383084 5668.3583984375 4.68002462387085 7.0 +639.2884190542536 5670.12451171875 4.680912494659424 7.0 +639.3292843852032 5672.48486328125 4.680750370025635 7.0 +639.3497172006828 5674.6171875 4.6808881759643555 7.0 +639.3701499156887 5673.017578125 4.680951118469238 7.0 +639.3905825304682 5673.40087890625 4.680449485778809 7.0 +639.431448059564 5677.32861328125 4.680389881134033 7.0 +639.4518806738706 5678.2744140625 4.681650638580322 7.0 +639.4723134877204 5676.3955078125 4.680840492248535 7.0 +639.4927462015621 5672.65087890625 4.681144714355469 7.0 +639.5131789151783 5668.50244140625 4.680324077606201 7.0 +639.5336116285616 5667.16162109375 4.680673599243164 7.0 +639.5540443417121 5678.5 4.681513786315918 7.0 +639.5744771546233 5673.23583984375 4.680234909057617 7.0 +639.5949097673074 5670.677734375 4.68075704574585 7.0 +639.6153424797521 5682.0927734375 4.681005954742432 7.0 +639.6357752922049 5675.34765625 4.681375503540039 7.0 +639.6562080041913 5656.61328125 4.679413795471191 7.0 +639.6766406161769 5657.52392578125 4.679971694946289 7.0 +639.6970734279239 5668.974609375 4.6796770095825195 7.0 +639.7175061394446 5666.22900390625 4.680408954620361 7.0 +639.7583715617802 5670.7119140625 4.68009090423584 7.0 +639.7788042726024 5673.1015625 4.681140899658203 7.0 +639.799236883191 5664.31982421875 4.679345607757568 7.0 +639.8196696935411 5656.9150390625 4.678934574127197 7.0 +639.8401024038976 5671.61474609375 4.679024696350098 7.0 +639.8605351137812 5667.1474609375 4.680489540100098 7.0 +639.8809678236721 5664.16064453125 4.6798014640808105 7.0 +639.9014004333294 5671.51806640625 4.680368900299072 7.0 +639.9218332425153 5668.84619140625 4.68004035949707 7.0 +639.9422659517077 5667.3935546875 4.679864883422852 7.0 +639.9626985606665 5658.76611328125 4.679474830627441 7.0 +639.9831313693867 5660.4462890625 4.67976188659668 7.0 +640.0035640781134 5666.57861328125 4.680477619171143 7.0 +640.0239967863745 5666.177734375 4.6805925369262695 7.0 +640.0444294946283 5653.90625 4.6786723136901855 7.0 +640.0852949102191 5656.46533203125 4.679013252258301 7.0 +640.1057276177744 5662.19775390625 4.6796793937683105 7.0 +640.1261603248713 5675.27685546875 4.6805739402771 7.0 +640.146593131969 5666.744140625 4.679134845733643 7.0 +640.1670258388258 5658.82080078125 4.679138660430908 7.0 +640.1874584456891 5659.24072265625 4.679004669189453 7.0 +640.2078912520883 5657.24560546875 4.678900718688965 7.0 +640.2283239582466 5656.2802734375 4.679215908050537 7.0 +640.2487565644115 5664.32470703125 4.678947448730469 7.0 +640.2896220758048 5654.66845703125 4.67857027053833 7.0 +640.3100546812711 5648.74853515625 4.678329944610596 7.0 +640.3304874865062 5650.1435546875 4.677909851074219 7.0 +640.3509201915003 5657.45556640625 4.679372787475586 7.0 +640.371352796501 5651.3154296875 4.677885055541992 7.0 +640.3917856010376 5653.62353515625 4.678852558135986 7.0 +640.4122183053332 5660.19287109375 4.6777167320251465 7.0 +640.4326511096369 5654.00341796875 4.678937911987305 7.0 +640.4530837137063 5649.986328125 4.6777753829956055 7.0 +640.4735164173035 5664.54541015625 4.679895401000977 7.0 +640.4939491209079 5658.05419921875 4.679102897644043 7.0 +640.5143818242796 5654.38720703125 4.67840051651001 7.0 +640.5348145274111 5650.083984375 4.679104804992676 7.0 +640.5552472305499 5652.91552734375 4.677507400512695 7.0 +640.575679933223 5648.779296875 4.678152084350586 7.0 +640.596112635656 5650.6767578125 4.678433418273926 7.0 +640.6165453380963 5650.79736328125 4.679071426391602 7.0 +640.6369780403038 5653.82177734375 4.678807258605957 7.0 +640.6778434437801 5662.17822265625 4.679266452789307 7.0 +640.698276145522 5646.8564453125 4.676931858062744 7.0 +640.7187089467916 5653.82666015625 4.677855491638184 7.0 +640.7391416478349 5652.01953125 4.677278518676758 7.0 +640.7800070494486 5649.8603515625 4.677145004272461 7.0 +640.8004397500263 5652.62744140625 4.677098751068115 7.0 +640.8208723501375 5649.265625 4.676826000213623 7.0 +640.841305150243 5651.78564453125 4.677111625671387 7.0 +640.8617378501222 5648.59716796875 4.678184509277344 7.0 +640.8821704500006 5645.11181640625 4.676293849945068 7.0 +640.9230359485882 5645.400390625 4.677638530731201 7.0 +640.9434685477609 5644.41015625 4.677514553070068 7.0 +640.9639013464766 5648.84228515625 4.676850318908691 7.0 +640.9843340451916 5634.08154296875 4.67696475982666 7.0 +641.0047668436673 5648.794921875 4.676839351654053 7.0 +641.0251994419159 5638.671875 4.675180912017822 7.0 +641.0456321399324 5648.09423828125 4.6777849197387695 7.0 +641.0660649379424 5644.41162109375 4.676730155944824 7.0 +641.0864975354925 5645.69140625 4.6776275634765625 7.0 +641.1069302328106 5635.6962890625 4.676895618438721 7.0 +641.1273630301221 5642.63818359375 4.676771640777588 7.0 +641.1477956272065 5637.84619140625 4.676840782165527 7.0 +641.1682283240589 5635.87158203125 4.675234794616699 7.0 +641.2090938170586 5633.8037109375 4.675059795379639 7.0 +641.2295264132117 5635.29443359375 4.675644874572754 7.0 +641.2499592093591 5644.705078125 4.676210880279541 7.0 +641.2703918050465 5639.0341796875 4.675797939300537 7.0 +641.2908246007355 5641.22802734375 4.677358627319336 7.0 +641.3112572961836 5638.32763671875 4.674753189086914 7.0 +641.3316898914054 5636.16943359375 4.676192283630371 7.0 +641.3521226863959 5631.19091796875 4.675663471221924 7.0 +641.3725553811455 5634.564453125 4.676951885223389 7.0 +641.3929879759016 5636.50244140625 4.677011966705322 7.0 +641.4134207701936 5629.26953125 4.6760172843933105 7.0 +641.4338534644776 5638.94384765625 4.677260398864746 7.0 +641.4542860585352 5625.75634765625 4.6747589111328125 7.0 +641.4747188521287 5631.64599609375 4.676576614379883 7.0 +641.4951515457142 5633.4716796875 4.67665958404541 7.0 +641.5155841393062 5632.6416015625 4.676263332366943 7.0 +641.536016932434 5632.33544921875 4.675870418548584 7.0 +641.576882418216 5629.59375 4.675805568695068 7.0 +641.5973150108766 5633.7587890625 4.675901412963867 7.0 +641.6381804954945 5632.5947265625 4.676222801208496 7.0 +641.6586131874501 5623.5185546875 4.675345420837402 7.0 +641.6790457791794 5629.48046875 4.674807548522949 7.0 +641.6994785709103 5629.09765625 4.675302982330322 7.0 +641.7199112621747 5617.4794921875 4.674199104309082 7.0 +641.7403438534311 5632.74169921875 4.674959659576416 7.0 +641.7607766444635 5624.83642578125 4.674015522003174 7.0 +641.781209335255 5620.697265625 4.673870086669922 7.0 +641.8016419258201 5617.64306640625 4.674053192138672 7.0 +641.822074716154 5632.02099609375 4.674196243286133 7.0 +641.8425074064871 5622.1640625 4.673927307128906 7.0 +641.8629399963465 5629.30029296875 4.67408561706543 7.0 +641.8833727862147 5628.18408203125 4.6740217208862305 7.0 +641.9038053758486 5630.2177734375 4.674685955047607 7.0 +641.9242381652439 5619.9248046875 4.673442363739014 7.0 +641.9651034433482 5615.9013671875 4.671929836273193 7.0 +641.9855362322778 5618.55029296875 4.672898769378662 7.0 +642.0264016092115 5616.64794921875 4.67223596572876 7.0 +642.0468342974491 5634.0546875 4.673948287963867 7.0 +642.0672669854539 5622.7470703125 4.672805309295654 7.0 +642.0876996732259 5617.0947265625 4.672328948974609 7.0 +642.1081323609906 5617.79248046875 4.674035549163818 7.0 +642.1285650482969 5619.98779296875 4.673933029174805 7.0 +642.1489977355959 5629.98388671875 4.674072742462158 7.0 +642.1694305224373 5616.71630859375 4.671695232391357 7.0 +642.1898631092772 5627.07421875 4.6730241775512695 7.0 +642.2102958961113 5615.6865234375 4.672534942626953 7.0 +642.2307285824863 5621.1455078125 4.673590183258057 7.0 +642.2511611686277 5619.2451171875 4.673337936401367 7.0 +642.2715939547634 5618.00830078125 4.673763751983643 7.0 +642.2920266404399 5609.90966796875 4.671537399291992 7.0 +642.3124592261156 5612.26806640625 4.673518657684326 7.0 +642.3328920115528 5610.67724609375 4.67234468460083 7.0 +642.3737572819737 5612.83935546875 4.672162055969238 7.0 +642.3941900667123 5620.58642578125 4.671985626220703 7.0 +642.4146227514575 5614.74658203125 4.671176910400391 7.0 +642.4350553359691 5615.80908203125 4.67242431640625 7.0 +642.4554881202421 5614.490234375 4.671450138092041 7.0 +642.4759208042888 5601.34814453125 4.671304702758789 7.0 +642.4963534881026 5607.46240234375 4.67274808883667 7.0 +642.5167861716764 5612.00244140625 4.673684597015381 7.0 +642.5372188552574 5613.21240234375 4.673367023468018 7.0 +642.5780842217137 5612.244140625 4.673030853271484 7.0 +642.5985169045962 5611.38916015625 4.673104763031006 7.0 +642.6189495872459 5611.6806640625 4.67293119430542 7.0 +642.6393822696555 5618.06298828125 4.674245834350586 7.0 +642.6598149520723 5618.60595703125 4.6740922927856445 7.0 +642.6802476340235 5615.43896484375 4.673397541046143 7.0 +642.7006803159675 5616.00439453125 4.673757076263428 7.0 +642.7211129976859 5613.953125 4.673564434051514 7.0 +642.7619783606497 5605.9931640625 4.6715312004089355 7.0 +642.7824111416703 5611.810546875 4.672631740570068 7.0 +642.8028438226902 5608.4033203125 4.670597076416016 7.0 +642.8232764034692 5609.44482421875 4.671822547912598 7.0 +642.8437091840242 5600.6904296875 4.671337127685547 7.0 +642.8641418643456 5607.2841796875 4.672208786010742 7.0 +642.8845744444261 5597.642578125 4.669741630554199 7.0 +642.9050072245154 5604.16650390625 4.670659065246582 7.0 +642.9254399043712 5612.69873046875 4.672179698944092 7.0 +642.9458724837532 5601.9013671875 4.670074462890625 7.0 +642.966305263144 5602.205078125 4.6717095375061035 7.0 +643.0071706214512 5607.59326171875 4.672358512878418 7.0 +643.0276033003756 5593.6806640625 4.672194480895996 7.0 +643.0480359788344 5599.35498046875 4.672336101531982 7.0 +643.0684687572866 5598.79345703125 4.671154499053955 7.0 +643.0889013355118 5595.58349609375 4.671812057495117 7.0 +643.1093340135048 5609.22265625 4.673269748687744 7.0 +643.1297667914914 5614.3232421875 4.673173904418945 7.0 +643.1501993690181 5601.69091796875 4.672157287597656 7.0 +643.1706320465455 5605.59130859375 4.671044826507568 7.0 +643.1910648238336 5598.38720703125 4.671689510345459 7.0 +643.2114974008946 5598.37255859375 4.672248363494873 7.0 +643.2319300777235 5602.1396484375 4.671783447265625 7.0 +643.2727954309084 5604.5458984375 4.67262077331543 7.0 +643.2932281072717 5587.94921875 4.671714782714844 7.0 +643.3136608833956 5604.94677734375 4.671835422515869 7.0 +643.3340934592925 5595.65771484375 4.672987937927246 7.0 +643.3545262349508 5589.40771484375 4.671885013580322 7.0 +643.3749589103827 5602.6259765625 4.67395544052124 7.0 +643.3953914858139 5605.08740234375 4.673635482788086 7.0 +643.4158242610065 5590.7734375 4.671674728393555 7.0 +643.4362569359728 5598.4814453125 4.6735029220581055 7.0 +643.4566895107055 5592.92578125 4.6715264320373535 7.0 +643.4771222851996 5596.42236328125 4.67366886138916 7.0 +643.4975549597002 5597.791015625 4.672106742858887 7.0 +643.5179875339672 5592.75 4.672677516937256 7.0 +643.5384203079957 5594.24853515625 4.671261310577393 7.0 +643.5588529817978 5597.71875 4.672308921813965 7.0 +643.5792856553671 5593.68212890625 4.670791149139404 7.0 +643.5997183286963 5585.14599609375 4.669984340667725 7.0 +643.6405836751364 5598.44482421875 4.670599937438965 7.0 +643.661016348 5595.6962890625 4.672550201416016 7.0 +643.681449020638 5589.54248046875 4.670078277587891 7.0 +643.7018817930439 5592.703125 4.671954154968262 7.0 +643.7223144654417 5591.49365234375 4.67025899887085 7.0 +643.7427470373805 5593.322265625 4.670218467712402 7.0 +643.7631798093207 5591.30224609375 4.67173957824707 7.0 +643.7836124810201 5596.86669921875 4.671393871307373 7.0 +643.804045052726 5595.6923828125 4.672728538513184 7.0 +643.8244778239678 5589.873046875 4.67063570022583 7.0 +643.8449103952007 5593.66552734375 4.672350883483887 7.0 +643.8653430662089 5590.23388671875 4.6697587966918945 7.0 +643.885775836985 5590.7529296875 4.671205520629883 7.0 +643.9062084075194 5591.326171875 4.671530246734619 7.0 +643.9266410778291 5592.16064453125 4.670910835266113 7.0 +643.9470738481396 5603.20361328125 4.673049449920654 7.0 +643.9675064182084 5590.23388671875 4.671346187591553 7.0 +643.9879391880531 5596.74462890625 4.671595096588135 7.0 +644.0083718576643 5598.82568359375 4.672144889831543 7.0 +644.0288044270346 5590.58544921875 4.672369003295898 7.0 +644.0492371964137 5592.353515625 4.671395301818848 7.0 +644.0696698653264 5588.47265625 4.67102575302124 7.0 +644.0901025342318 5591.00146484375 4.672270774841309 7.0 +644.1105352029117 5595.63232421875 4.672360897064209 7.0 +644.1309678715916 5585.88916015625 4.672797203063965 7.0 +644.1514005397985 5581.7626953125 4.6701507568359375 7.0 +644.4578906422539 5594.24169921875 4.673463821411133 7.0 +644.4783233076741 5582.71484375 4.670710563659668 7.0 +644.4987558728608 5601.1044921875 4.672403812408447 7.0 +644.5191886378088 5586.90625 4.671457290649414 7.0 +644.5396212025298 5594.466796875 4.672998428344727 7.0 +644.560053967245 5582.54296875 4.671455383300781 7.0 +644.5804866315011 5596.259765625 4.672975063323975 7.0 +644.6009191957564 5588.2646484375 4.671729564666748 7.0 +644.6213519597804 5592.1708984375 4.671602725982666 7.0 +644.6417846235636 5586.9140625 4.672274112701416 7.0 +644.662217287354 5594.65771484375 4.672494888305664 7.0 +644.6826499509043 5588.62158203125 4.6719560623168945 7.0 +644.7030826142291 5591.703125 4.672299385070801 7.0 +644.723515277321 5590.19140625 4.672463417053223 7.0 +644.7643806030319 5594.640625 4.672070503234863 7.0 +644.7848132654253 5583.72119140625 4.6717023849487305 7.0 +644.8052460278122 5591.453125 4.672554016113281 7.0 +644.8256785899721 5595.8955078125 4.673933029174805 7.0 +644.8461113521334 5591.48779296875 4.672410011291504 7.0 +644.8869765755153 5587.580078125 4.671992778778076 7.0 +644.9074093369782 5598.20263671875 4.6737751960754395 7.0 +644.9278419982002 5600.0908203125 4.673477649688721 7.0 +644.9482745594287 5590.59765625 4.672223091125488 7.0 +644.9687073201931 5590.65185546875 4.672366619110107 7.0 +645.0095725414794 5593.763671875 4.672894477844238 7.0 +645.0300053017781 5594.54345703125 4.67267370223999 7.0 +645.0504379620688 5592.22705078125 4.672616481781006 7.0 +645.070870622134 5579.5673828125 4.67106819152832 7.0 +645.0913032817334 5594.2783203125 4.672679424285889 7.0 +645.1117359415584 5586.45703125 4.672727108001709 7.0 +645.1526012600589 5596.875 4.67348051071167 7.0 +645.1730339191854 5596.9833984375 4.6720476150512695 7.0 +645.1934665780864 5599.65966796875 4.673038959503174 7.0 +645.2138992367545 5606.82080078125 4.673880577087402 7.0 +645.2343318954154 5591.125 4.6732659339904785 7.0 +645.2547646536186 5601.779296875 4.673762321472168 7.0 +645.2751972118203 5605.1962890625 4.674500465393066 7.0 +645.2956298697827 5591.06640625 4.673019886016846 7.0 +645.3160626277531 5598.810546875 4.673300266265869 7.0 +645.3364951852564 5604.2607421875 4.674253463745117 7.0 +645.3569278427531 5595.58203125 4.6733479499816895 7.0 +645.377360600025 5604.63525390625 4.674806594848633 7.0 +645.3977931570626 5607.0859375 4.674710750579834 7.0 +645.4182258140936 5596.62353515625 4.67425012588501 7.0 +645.438658570667 5586.5146484375 4.673418045043945 7.0 +645.4590911272389 5608.36572265625 4.675780773162842 7.0 +645.4795238835723 5602.98388671875 4.674985408782959 7.0 +645.4999565396793 5615.5595703125 4.675975799560547 7.0 +645.5203890957855 5610.90234375 4.675786018371582 7.0 +645.5408218516532 5614.2294921875 4.674548149108887 7.0 +645.5612545072945 5613.1572265625 4.676426410675049 7.0 +645.581687162703 5608.02001953125 4.675336837768555 7.0 +645.6021198178714 5607.78173828125 4.67555046081543 7.0 +645.6225524730471 5612.4609375 4.675159931182861 7.0 +645.64298512799 5608.23828125 4.676159381866455 7.0 +645.6634177826927 5603.66552734375 4.674626350402832 7.0 +645.6838504371699 5611.48486328125 4.676165580749512 7.0 +645.7042830916471 5610.296875 4.6762566566467285 7.0 +645.7247158458849 5601.40625 4.674752712249756 7.0 +645.7451483998957 5607.349609375 4.6767473220825195 7.0 +645.786013707213 5615.78076171875 4.6769585609436035 7.0 +645.8064463607589 5609.18310546875 4.675335884094238 7.0 +645.8268791140654 5619.81591796875 4.677218914031982 7.0 +645.8473117671456 5611.8916015625 4.6758341789245605 7.0 +645.8677443199922 5614.59326171875 4.677055835723877 7.0 +645.8881770728331 5615.908203125 4.6769914627075195 7.0 +645.9086096254468 5613.04638671875 4.675933361053467 7.0 +645.9290422778286 5621.59130859375 4.67811393737793 7.0 +645.9494750299709 5620.50146484375 4.6771135330200195 7.0 +645.969907582119 5621.9326171875 4.678152084350586 7.0 +645.9903402340351 5615.158203125 4.676331043243408 7.0 +646.0312055371614 5620.83935546875 4.677568435668945 7.0 +646.0516382886126 5620.53466796875 4.677234649658203 7.0 +646.07207093959 5621.73681640625 4.678150177001953 7.0 +646.0925035905748 5624.35595703125 4.677922248840332 7.0 +646.1129362415595 5627.7431640625 4.678563117980957 7.0 +646.1333688920713 5620.380859375 4.677109718322754 7.0 +646.1538015425904 5617.47119140625 4.67793607711792 7.0 +646.1742341928766 5625.05859375 4.677321910858154 7.0 +646.1946668429227 5619.13330078125 4.679754257202148 7.0 +646.2150994927433 5620.98583984375 4.678028106689453 7.0 +646.2355321425639 5625.34033203125 4.678459167480469 7.0 +646.2559647921444 5622.224609375 4.6776041984558105 7.0 +646.2763974414993 5628.26611328125 4.678333282470703 7.0 +646.2968301906221 5625.47216796875 4.678877353668213 7.0 +646.3172627397362 5635.5234375 4.67938232421875 7.0 +646.3376954886262 5637.6171875 4.680505752563477 7.0 +646.3989934341225 5653.58056640625 4.68142032623291 7.0 +646.4398586302632 5650.6923828125 4.681808948516846 7.0 +646.460291377989 5649.7783203125 4.680704116821289 7.0 +646.4807240257142 5633.375 4.680310249328613 7.0 +646.5011565731984 5650.9853515625 4.681215763092041 7.0 +646.5215893204586 5643.1259765625 4.680661201477051 7.0 +646.5420219674852 5639.60498046875 4.679961681365967 7.0 +646.5624545145038 5635.349609375 4.680639266967773 7.0 +646.5828872612983 5638.8828125 4.680784225463867 7.0 +646.6033198078585 5645.76953125 4.680760860443115 7.0 +646.6237525541801 5656.4443359375 4.681651592254639 7.0 +646.6441852005082 5635.98681640625 4.679571151733398 7.0 +646.6646178463707 5638.123046875 4.680194854736328 7.0 +646.6850504922259 5645.81591796875 4.680615425109863 7.0 +646.7054831380883 5640.033203125 4.680825233459473 7.0 +646.7259157834851 5651.447265625 4.680376052856445 7.0 +646.7463484288746 5648.900390625 4.681137561798096 7.0 +646.7667810740386 5648.74169921875 4.680328369140625 7.0 +646.7872137192026 5649.61181640625 4.681842803955078 7.0 +646.8280790085919 5650.04296875 4.68143367767334 7.0 +646.8485116530574 5646.45263671875 4.680767059326172 7.0 +646.9098095855152 5665.67236328125 4.683217525482178 7.0 +646.9302423292756 5653.412109375 4.681197166442871 7.0 +646.950674872809 5642.8154296875 4.68117094039917 7.0 +646.9711076163367 5647.92041015625 4.682329177856445 7.0 +646.991540259638 5657.6953125 4.68328857421875 7.0 +647.0119728027057 5657.5947265625 4.683511257171631 7.0 +647.0324055455421 5653.01953125 4.683181285858154 7.0 +647.0528381883705 5658.40869140625 4.6839447021484375 7.0 +647.0732707309726 5658.55615234375 4.683496952056885 7.0 +647.0937034733361 5663.60107421875 4.6844563484191895 7.0 +647.1141361157061 5655.1376953125 4.683572769165039 7.0 +647.1345687576104 5667.2802734375 4.68450403213501 7.0 +647.1958665828497 5658.521484375 4.683910846710205 7.0 +647.2162993242819 5661.5048828125 4.68369722366333 7.0 +647.2367319654877 5662.5 4.684971332550049 7.0 +647.2775972474337 5654.90771484375 4.684327125549316 7.0 +647.2980298881666 5666.33544921875 4.6862616539001465 7.0 +647.3184626286748 5671.0693359375 4.686367511749268 7.0 +647.3593278092158 5658.47802734375 4.685194969177246 7.0 +647.3797605490254 5665.42529296875 4.685708999633789 7.0 +647.4001930890663 5655.8466796875 4.683806419372559 7.0 +647.4206257286351 5670.7041015625 4.686258792877197 7.0 +647.4410584682118 5656.87255859375 4.684209823608398 7.0 +647.461491007547 5678.025390625 4.686603546142578 7.0 +647.4819236466574 5671.2158203125 4.685302257537842 7.0 +647.5023563855357 5673.990234375 4.685126781463623 7.0 +647.5227889244125 5659.1123046875 4.683622360229492 7.0 +647.5432216630506 5670.0673828125 4.685126781463623 7.0 +647.5636543016954 5665.6904296875 4.68577766418457 7.0 +647.5840868398664 5675.2392578125 4.686188220977783 7.0 +647.6249522159924 5678.728515625 4.686280727386475 7.0 +647.6453848536985 5670.68017578125 4.686036109924316 7.0 +647.6658174914119 5679.0712890625 4.686351299285889 7.0 +647.6862501288924 5669.7353515625 4.685483932495117 7.0 +647.7066827661329 5673.45556640625 4.686673641204834 7.0 +647.7475480403955 5674.78173828125 4.68522834777832 7.0 +647.7679806771703 5677.6005859375 4.685115337371826 7.0 +647.7884134137203 5681.96875 4.687219619750977 7.0 +647.8088459500359 5671.19873046875 4.685423851013184 7.0 +647.8292786863458 5685.95703125 4.686526298522949 7.0 +647.8497112226614 5673.7939453125 4.684652328491211 7.0 +647.8701438585122 5680.6279296875 4.687080383300781 7.0 +647.8905765943564 5682.07861328125 4.685821056365967 7.0 +647.9110091299735 5692.35400390625 4.688449382781982 7.0 +647.9314417653586 5684.06982421875 4.686354637145996 7.0 +647.9518745005043 5684.9580078125 4.6868367195129395 7.0 +647.9723070356558 5683.16015625 4.68669319152832 7.0 +647.9927396705752 5681.00244140625 4.686451435089111 7.0 +648.0131724054881 5682.74951171875 4.687234878540039 7.0 +648.0336049399411 5684.455078125 4.685626983642578 7.0 +648.0540375743949 5679.39794921875 4.685791492462158 7.0 +648.0744703088421 5685.83642578125 4.686526298522949 7.0 +648.0949028428295 5676.26513671875 4.686160087585449 7.0 +648.1153355768183 5687.32177734375 4.686464309692383 7.0 +648.1357682105663 5686.91845703125 4.687643527984619 7.0 +648.1562008440887 5675.2333984375 4.68656063079834 7.0 +648.1766334776039 5677.056640625 4.686359405517578 7.0 +648.1970661108935 5681.6572265625 4.6865715980529785 7.0 +648.2174987439503 5687.09716796875 4.6873321533203125 7.0 +648.237931377007 5683.45458984375 4.687570095062256 7.0 +648.2583640098237 5682.94287109375 4.687897205352783 7.0 +648.3196619071241 5687.986328125 4.688094615936279 7.0 +648.4013925344552 5688.00830078125 4.688204288482666 7.0 +648.4218251658749 5688.9365234375 4.687617301940918 7.0 +648.4626904282632 5695.04052734375 4.687851905822754 7.0 +648.4831230592172 5689.326171875 4.688390254974365 7.0 +648.5035555901777 5693.09912109375 4.686985492706299 7.0 +648.5239883206741 5695.658203125 4.688393592834473 7.0 +648.5444208511617 5688.01220703125 4.688002586364746 7.0 +648.5648534814245 5699.65869140625 4.688178062438965 7.0 +648.5852862116881 5693.494140625 4.688882350921631 7.0 +648.6057187417173 5694.18310546875 4.68869686126709 7.0 +648.6261513715071 5693.9423828125 4.687675476074219 7.0 +648.6670167306293 5691.3515625 4.688835144042969 7.0 +648.6874493599607 5694.53076171875 4.68831205368042 7.0 +648.7078819890594 5695.89111328125 4.689517498016357 7.0 +648.7487472467838 5693.9560546875 4.68953275680542 7.0 +648.7896125040425 5692.94091796875 4.6880717277526855 7.0 +648.8100452324434 5688.56005859375 4.688210487365723 7.0 +648.8304777606099 5694.78369140625 4.688774585723877 7.0 +648.8509103885372 5697.875 4.688516139984131 7.0 +648.8713431164724 5702.72216796875 4.690309047698975 7.0 +648.8917756441733 5694.2998046875 4.689785003662109 7.0 +648.9122082716349 5695.43017578125 4.6893463134765625 7.0 +648.9326409988716 5691.65234375 4.68950891494751 7.0 +648.9530735261069 5705.84814453125 4.689925670623779 7.0 +648.9735061531028 5696.70556640625 4.690270900726318 7.0 +648.9939388801067 5700.05615234375 4.6898088455200195 7.0 +649.0143714068763 5698.68798828125 4.6890716552734375 7.0 +649.0348041334073 5691.49365234375 4.68927526473999 7.0 +649.055236759712 5700.82666015625 4.690389156341553 7.0 +649.0756692860159 5696.62109375 4.690568447113037 7.0 +649.0961020120812 5691.69189453125 4.688350677490234 7.0 +649.1165346379203 5697.08740234375 4.6896514892578125 7.0 +649.1369672637593 5695.5810546875 4.688613414764404 7.0 +649.1573998893582 5692.18505859375 4.689727783203125 7.0 +649.1982651398721 5702.1552734375 4.690243244171143 7.0 +649.2186977650053 5703.611328125 4.690133094787598 7.0 +649.239130389913 5700.74951171875 4.689872741699219 7.0 +649.25956291482 5701.953125 4.689687728881836 7.0 +649.2799956394883 5703.861328125 4.690232753753662 7.0 +649.3208608881396 5699.26123046875 4.689781188964844 7.0 +649.3412935123415 5689.40185546875 4.689053058624268 7.0 +649.3617261363179 5693.94287109375 4.689016342163086 7.0 +649.3821588600549 5696.6044921875 4.689161777496338 7.0 +649.4025913837977 5701.81103515625 4.689599990844727 7.0 +649.4230240073084 5703.61279296875 4.690962791442871 7.0 +649.4434567305871 5697.61376953125 4.689221382141113 7.0 +649.4638892538569 5697.1201171875 4.690134525299072 7.0 +649.484321876902 5694.982421875 4.689302921295166 7.0 +649.5047545997077 5707.92041015625 4.690883159637451 7.0 +649.5251871222863 5692.46044921875 4.689051628112793 7.0 +649.5456197448657 5704.65771484375 4.691441059112549 7.0 +649.566052467213 5693.96044921875 4.689429759979248 7.0 +649.5864849895515 5702.79541015625 4.690763473510742 7.0 +649.606917711666 5702.9228515625 4.6903510093688965 7.0 +649.6273503335397 5698.501953125 4.689530372619629 7.0 +649.6477829551877 5699.3515625 4.690440654754639 7.0 +649.6682155768358 5700.4140625 4.691093921661377 7.0 +649.688648198251 5705.24755859375 4.691232681274414 7.0 +649.709080819659 5701.57763671875 4.690796375274658 7.0 +649.7295134408414 5700.6435546875 4.691291332244873 7.0 +649.7499460617837 5697.7470703125 4.690670967102051 7.0 +649.7703786825004 5702.46875 4.691450595855713 7.0 +649.7908113032172 5703.10595703125 4.691164016723633 7.0 +649.8112439237011 5693.447265625 4.6905317306518555 7.0 +649.8316765439449 5709.0849609375 4.6919965744018555 7.0 +649.852109164196 5693.73193359375 4.689713001251221 7.0 +649.872541784207 5698.427734375 4.690476417541504 7.0 +649.8929745039932 5712.92626953125 4.692496299743652 7.0 +649.9134070237778 5692.98388671875 4.690706729888916 7.0 +649.9338396433304 5700.65380859375 4.690763473510742 7.0 +649.9542723626437 5701.77587890625 4.6912007331848145 7.0 +649.9747048819627 5695.5087890625 4.690381050109863 7.0 +649.9951375010423 5694.96044921875 4.690543174743652 7.0 +650.0360027387505 5697.30517578125 4.691205978393555 7.0 +650.0564353573718 5699.79345703125 4.691671848297119 7.0 +650.0768680757537 5701.939453125 4.692057132720947 7.0 +650.0973005941414 5702.84130859375 4.69133996963501 7.0 +650.1177332122897 5705.9853515625 4.6923933029174805 7.0 +650.1585984481353 5700.77978515625 4.691521167755127 7.0 +650.1790311658187 5692.25341796875 4.692046642303467 7.0 +650.1994637832759 5693.3642578125 4.691680431365967 7.0 +650.2198964005001 5705.9111328125 4.692172527313232 7.0 +650.2403290177172 5700.32373046875 4.691457748413086 7.0 +650.2607616349414 5703.02099609375 4.6915082931518555 7.0 +650.2811942517001 5703.11328125 4.691099166870117 7.0 +650.3016268684514 5699.89990234375 4.691943645477295 7.0 +650.32205948521 5697.978515625 4.691224098205566 7.0 +650.3629248177895 5700.22705078125 4.691592693328857 7.0 +650.3833573338488 5699.98095703125 4.691564559936523 7.0 +650.403789949909 5709.73681640625 4.692220687866211 7.0 +650.4242226657298 5692.93408203125 4.690943241119385 7.0 +650.4446551813235 5696.13134765625 4.691385269165039 7.0 +650.4650878969187 5694.248046875 4.6914448738098145 7.0 +650.4855204122723 5689.87744140625 4.6901535987854 7.0 +650.5059530274011 5703.9501953125 4.691981792449951 7.0 +650.5263857425307 5700.96142578125 4.691797733306885 7.0 +650.5468182574186 5701.640625 4.691320419311523 7.0 +650.5672508723146 5701.255859375 4.691634654998779 7.0 +650.5876835867384 5703.326171875 4.691484451293945 7.0 +650.608116101168 5694.89306640625 4.691071033477783 7.0 +650.6285487155983 5706.8251953125 4.692157745361328 7.0 +650.6489814295637 5705.98779296875 4.693002700805664 7.0 +650.6694139437532 5706.80908203125 4.692506313323975 7.0 +650.689846557485 5701.7373046875 4.692157745361328 7.0 +650.7102792712103 5691.28466796875 4.691495895385742 7.0 +650.7307118847093 5708.373046875 4.69171142578125 7.0 +650.7511444979755 5702.81201171875 4.691771507263184 7.0 +650.7715771112416 5706.4111328125 4.692274570465088 7.0 +650.7920097242677 5703.87646484375 4.6918768882751465 7.0 +650.812442337301 5701.33642578125 4.691263675689697 7.0 +650.8328749500943 5705.33251953125 4.692190170288086 7.0 +650.8533075626619 5705.32763671875 4.692676067352295 7.0 +650.8737402752304 5702.75537109375 4.692131996154785 7.0 +650.8941727873316 5702.7861328125 4.692090034484863 7.0 +650.9146053996592 5690.7734375 4.690907955169678 7.0 +650.9350381115291 5697.81689453125 4.6912522315979 7.0 +650.9554706233903 5703.12646484375 4.69232177734375 7.0 +650.9759032352595 5696.9404296875 4.691534042358398 7.0 +650.9963359466637 5697.5615234375 4.691940784454346 7.0 +651.0167684580665 5697.138671875 4.691295146942139 7.0 +651.0576337804014 5691.3134765625 4.690959453582764 7.0 +651.078066291564 5697.3154296875 4.691984176635742 7.0 +651.0984990022698 5697.4765625 4.691425800323486 7.0 +651.1189316129748 5697.85009765625 4.692281723022461 7.0 +651.1597968336791 5699.58447265625 4.691952228546143 7.0 +651.1802294439185 5701.7705078125 4.6922831535339355 7.0 +651.2006619541498 5696.93310546875 4.691929340362549 7.0 +651.2210946639243 5697.58642578125 4.691674709320068 7.0 +651.241527273698 5695.34814453125 4.69113826751709 7.0 +651.2619597832381 5705.53759765625 4.690911293029785 7.0 +651.2823924927725 5693.27197265625 4.691401481628418 7.0 +651.3232576111477 5695.24365234375 4.691964626312256 7.0 +651.3436903202237 5712.44140625 4.693676471710205 7.0 +651.3641229290661 5693.37744140625 4.691012382507324 7.0 +651.3845556379019 5703.6220703125 4.691871166229248 7.0 +651.4049881462779 5701.60498046875 4.691815376281738 7.0 +651.466285971168 5692.4912109375 4.690226078033447 7.0 +651.486718579079 5698.81884765625 4.69088077545166 7.0 +651.527583794661 5690.67333984375 4.691538333892822 7.0 +651.5480164021064 5690.240234375 4.691715240478516 7.0 +651.5684491095453 5701.62158203125 4.692529201507568 7.0 +651.5888816167571 5698.53515625 4.692088603973389 7.0 +651.6297469309429 5698.62158203125 4.690420627593994 7.0 +651.6706121442039 5696.16796875 4.692558288574219 7.0 +651.6910447507107 5694.23046875 4.692669868469238 7.0 +651.7114773572248 5696.3017578125 4.69076681137085 7.0 +651.7319099633896 5691.7373046875 4.691529273986816 7.0 +651.7523425694308 5703.92431640625 4.692873001098633 7.0 +651.7727751753628 5694.3798828125 4.6912431716918945 7.0 +651.8340729922202 5691.3564453125 4.691705226898193 7.0 +651.8749382026799 5696.310546875 4.692391872406006 7.0 +651.8953707076798 5696.5146484375 4.693423271179199 7.0 +651.9158034126813 5691.11962890625 4.692224502563477 7.0 +651.9566687219776 5692.2236328125 4.692804336547852 7.0 +651.9975338306904 5695.96826171875 4.6933488845825195 7.0 +652.0179665348769 5688.86865234375 4.692267894744873 7.0 +652.0383990389455 5697.5322265625 4.692706108093262 7.0 +652.0792643464956 5691.7294921875 4.69203519821167 7.0 +652.0996968500986 5681.48095703125 4.69053316116333 7.0 +652.1201294535786 5695.2548828125 4.692094326019287 7.0 +652.1405621568338 5688.47119140625 4.691669940948486 7.0 +652.160994659971 5683.4912109375 4.6916046142578125 7.0 +652.1814272629854 5680.55126953125 4.691664218902588 7.0 +652.2018599658913 5691.73779296875 4.6932525634765625 7.0 +652.2222925685637 5693.11474609375 4.692583084106445 7.0 +652.2427251712288 5691.34619140625 4.692763328552246 7.0 +652.2631577736684 5690.66259765625 4.6929707527160645 7.0 +652.2835903758678 5692.7236328125 4.692959308624268 7.0 +652.3040229780745 5686.9892578125 4.6914849281311035 7.0 +652.3244555800484 5682.673828125 4.6914896965026855 7.0 +652.3448881819058 5693.0947265625 4.692327976226807 7.0 +652.3653208836404 5685.23828125 4.691674709320068 7.0 +652.3857533852643 5691.248046875 4.691808700561523 7.0 +652.4061859866488 5696.20703125 4.6923112869262695 7.0 +652.4266186879249 5692.15771484375 4.692223072052002 7.0 +652.4470511890831 5688.89794921875 4.691930294036865 7.0 +652.4674837901257 5693.12890625 4.692345142364502 7.0 +652.4879164909289 5684.1962890625 4.69071102142334 7.0 +652.5083489917379 5684.35205078125 4.691111087799072 7.0 +652.5287816923083 5691.01611328125 4.690961837768555 7.0 +652.5492141926516 5686.7119140625 4.691685199737549 7.0 +652.5696467929956 5681.87548828125 4.691264629364014 7.0 +652.5900794931003 5693.845703125 4.692769527435303 7.0 +652.6105119932108 5690.8642578125 4.692297458648682 7.0 +652.6513772927283 5684.43017578125 4.691895961761475 7.0 +652.6718097923731 5674.4873046875 4.691121578216553 7.0 +652.6922423917858 5675.19921875 4.690652370452881 7.0 +652.7126750910757 5680.34521484375 4.69113302230835 7.0 +652.7331076902556 5686.77392578125 4.692692279815674 7.0 +652.7535401893183 5686.09619140625 4.692454814910889 7.0 +652.7739728881425 5682.28515625 4.691459655761719 7.0 +652.7944054869731 5676.0 4.691229343414307 7.0 +652.814838085571 5685.958984375 4.691677093505859 7.0 +652.8352706839287 5683.0068359375 4.6913275718688965 7.0 +652.8557032822937 5684.05078125 4.691250324249268 7.0 +652.8761359804266 5679.462890625 4.690842628479004 7.0 +652.8965684785508 5687.95458984375 4.69105863571167 7.0 +652.9170010764501 5678.75244140625 4.690342426300049 7.0 +652.9374337742338 5680.2119140625 4.690699577331543 7.0 +652.9578662717759 5674.47998046875 4.690236568450928 7.0 +652.978298869326 5677.53125 4.6908416748046875 7.0 +653.0191640638368 5675.029296875 4.689856052398682 7.0 +653.0395966609212 5678.1875 4.691268444061279 7.0 +653.0600293577736 5674.056640625 4.690434455871582 7.0 +653.0804618546172 5678.86767578125 4.691732883453369 7.0 +653.100894451236 5674.65380859375 4.690837383270264 7.0 +653.141759644117 5669.125 4.690010070800781 7.0 +653.1621923403873 5677.68310546875 4.690876483917236 7.0 +653.1826248364232 5671.3564453125 4.690130233764648 7.0 +653.2030574324526 5678.283203125 4.690560817718506 7.0 +653.2234901282573 5669.72412109375 4.689673900604248 7.0 +653.243922623944 5673.55517578125 4.690047740936279 7.0 +653.2643552195077 5674.9013671875 4.690421104431152 7.0 +653.2847879148467 5666.17626953125 4.6902337074279785 7.0 +653.3052205101849 5674.451171875 4.69069242477417 7.0 +653.3256530052822 5672.4853515625 4.691005706787109 7.0 +653.3460857002719 5677.0458984375 4.691788196563721 7.0 +653.3665182951372 5670.974609375 4.690814971923828 7.0 +653.3869507898926 5666.85595703125 4.69082498550415 7.0 +653.4073834844166 5666.626953125 4.690098285675049 7.0 +653.4278160788235 5670.84326171875 4.689996242523193 7.0 +653.4482487731075 5669.15625 4.6904778480529785 7.0 +653.4686812672808 5669.693359375 4.6909918785095215 7.0 +653.4891138613311 5665.5146484375 4.689820289611816 7.0 +653.5095465552731 5664.7646484375 4.690985679626465 7.0 +653.5299790489807 5657.05078125 4.688695430755615 7.0 +653.5504116426891 5663.12060546875 4.689940929412842 7.0 +653.5708443361582 5670.22021484375 4.6912312507629395 7.0 +653.5912768295166 5667.4091796875 4.691502094268799 7.0 +653.611709422752 5661.185546875 4.690406322479248 7.0 +653.6321421157627 5661.033203125 4.690603733062744 7.0 +653.6525746087718 5687.9462890625 4.692520618438721 7.0 +653.6730072015489 5657.87158203125 4.688790798187256 7.0 +653.693439894203 5666.2548828125 4.689681053161621 7.0 +653.7138724867473 5666.72802734375 4.690516948699951 7.0 +653.7343050791678 5659.384765625 4.690442085266113 7.0 +653.7547376714792 5666.74169921875 4.690952301025391 7.0 +653.7751702635578 5663.0537109375 4.689863204956055 7.0 +653.7956028555127 5664.22607421875 4.688783645629883 7.0 +653.8160354474749 5664.130859375 4.690442085266113 7.0 +653.8364680392042 5662.7568359375 4.689559459686279 7.0 +653.8569006306934 5657.78173828125 4.689903736114502 7.0 +653.8773332221899 5660.5146484375 4.689381122589111 7.0 +653.89776581357 5653.0498046875 4.688672065734863 7.0 +653.91819840471 5662.3603515625 4.690206527709961 7.0 +653.9386309957408 5662.087890625 4.689814567565918 7.0 +653.9794961775624 5667.951171875 4.690577507019043 7.0 +653.9999287681276 5656.5263671875 4.688365936279297 7.0 +654.0203614586935 5650.263671875 4.688613414764404 7.0 +654.0407939491342 5654.3974609375 4.689871311187744 7.0 +654.0612265393502 5657.20947265625 4.689388751983643 7.0 +654.0816592294505 5664.16796875 4.689759254455566 7.0 +654.1020917194255 5656.673828125 4.68971061706543 7.0 +654.1225243092922 5654.24267578125 4.689229965209961 7.0 +654.1429569990432 5648.76416015625 4.689706325531006 7.0 +654.163389488669 5652.48291015625 4.689269065856934 7.0 +654.1838220780701 5653.341796875 4.689940929412842 7.0 +654.2042547674719 5654.8447265625 4.689992904663086 7.0 +654.224687256632 5656.509765625 4.689342498779297 7.0 +654.2451198456838 5655.1826171875 4.689690113067627 7.0 +654.2655525346199 5653.75244140625 4.689107894897461 7.0 +654.2859851234316 5641.78369140625 4.687200546264648 7.0 +654.3268503006038 5651.0771484375 4.688573837280273 7.0 +654.3472828890663 5653.83544921875 4.688623428344727 7.0 +654.3881480654236 5645.35791015625 4.686217784881592 7.0 +654.4085806535368 5651.3564453125 4.687497138977051 7.0 +654.4290133413087 5649.1220703125 4.687633514404297 7.0 +654.4494458290792 5642.38232421875 4.687219619750977 7.0 +654.4698784167267 5640.37109375 4.689629077911377 7.0 +654.4903110042651 5642.9765625 4.688407897949219 7.0 +654.5107435915706 5642.1552734375 4.6876702308654785 7.0 +654.5311761788689 5647.921875 4.688353061676025 7.0 +654.5516087659416 5651.84375 4.6883673667907715 7.0 +654.5720413528979 5644.1171875 4.6873250007629395 7.0 +654.5924740397313 5640.72607421875 4.687431335449219 7.0 +654.612906526454 5641.345703125 4.688080787658691 7.0 +654.6333391129447 5636.50830078125 4.686429500579834 7.0 +654.6537717994288 5640.564453125 4.687375068664551 7.0 +654.6742042858023 5638.5048828125 4.686577320098877 7.0 +654.6946368719437 5628.94287109375 4.686646938323975 7.0 +654.7355020439863 5635.34130859375 4.6882171630859375 7.0 +654.7559346297785 5633.8671875 4.686065196990967 7.0 +654.7763673154477 5630.3466796875 4.686997890472412 7.0 +654.7967999008906 5638.4150390625 4.686389446258545 7.0 +654.8172323863328 5632.1279296875 4.686605930328369 7.0 +654.8376650716527 5644.3876953125 4.688143730163574 7.0 +654.8580976567464 5629.86572265625 4.685906410217285 7.0 +654.8989628266936 5635.10009765625 4.686140060424805 7.0 +654.9193954115544 5632.8515625 4.6859941482543945 7.0 +654.9398280961759 5626.5400390625 4.685877323150635 7.0 +654.9602605806867 5631.8232421875 4.685676574707031 7.0 +654.9806931650819 5627.32275390625 4.685942649841309 7.0 +655.0215583333993 5622.74609375 4.684792995452881 7.0 +655.0419909174452 5628.302734375 4.685582637786865 7.0 +655.0624236012518 5624.771484375 4.685385227203369 7.0 +655.0828560850641 5622.802734375 4.684780120849609 7.0 +655.1032886686444 5627.6328125 4.685972690582275 7.0 +655.1237212522174 5624.89013671875 4.685630798339844 7.0 +655.1441538355648 5627.6630859375 4.686707019805908 7.0 +655.1645865187966 5628.35107421875 4.685420989990234 7.0 +655.1850190019031 5622.32080078125 4.685604572296143 7.0 +655.2054515849013 5615.87841796875 4.68583345413208 7.0 +655.2463167505412 5626.4794921875 4.687348365783691 7.0 +655.2667493330737 5618.896484375 4.683797836303711 7.0 +655.3076145978994 5621.177734375 4.6844658851623535 7.0 +655.3280470801983 5625.421875 4.68401575088501 7.0 +655.3484797622659 5626.9443359375 4.685974597930908 7.0 +655.3689123443255 5621.2919921875 4.683845520019531 7.0 +655.3893448261588 5617.73828125 4.685445785522461 7.0 +655.4097775078772 5620.04638671875 4.685561180114746 7.0 +655.4302100894711 5617.5009765625 4.685481548309326 7.0 +655.4506427709566 5613.62548828125 4.685226917266846 7.0 +655.4710752523242 5624.07666015625 4.687375068664551 7.0 +655.4915078335689 5622.82958984375 4.686885833740234 7.0 +655.5119405145888 5614.615234375 4.686443328857422 7.0 +655.5323729956071 5612.26025390625 4.685306549072266 7.0 +655.5528055765026 5623.31884765625 4.686861038208008 7.0 +655.5732382571732 5622.51416015625 4.688569068908691 7.0 +655.5936707378423 5621.6220703125 4.687355041503906 7.0 +655.6141033182721 5615.66748046875 4.68665075302124 7.0 +655.6345359987099 5611.47021484375 4.686486721038818 7.0 +655.6549684789134 5614.85595703125 4.686123371124268 7.0 +655.6754010589939 5610.185546875 4.684502601623535 7.0 +655.695833738966 5605.08251953125 4.684660911560059 7.0 +655.7162662189367 5620.59521484375 4.685344696044922 7.0 +655.7366988986687 5613.60595703125 4.684793472290039 7.0 +655.7571314781744 5600.86328125 4.682888031005859 7.0 +655.7775640576729 5608.9853515625 4.684269428253174 7.0 +655.8184292163351 5608.6650390625 4.683663845062256 7.0 +655.8388617954915 5611.2998046875 4.684027671813965 7.0 +655.8592943745243 5610.23583984375 4.683916091918945 7.0 +655.8797269533316 5605.44482421875 4.68374490737915 7.0 +655.900159432138 5596.1474609375 4.683765888214111 7.0 +655.9205921107059 5605.28515625 4.684142589569092 7.0 +655.9410246892803 5607.08349609375 4.684203624725342 7.0 +655.9614571676211 5611.87890625 4.685640335083008 7.0 +655.9818898459562 5600.0185546875 4.684901237487793 7.0 +656.0023224240649 5595.29248046875 4.685063362121582 7.0 +656.0227549021729 5610.5927734375 4.686252117156982 7.0 +656.0431875800423 5601.228515625 4.684751033782959 7.0 +656.0636201578018 5601.37744140625 4.685078144073486 7.0 +656.0840528354383 5604.44580078125 4.685340404510498 7.0 +656.1453505677782 5607.41943359375 4.685126304626465 7.0 +656.1657830449549 5595.638671875 4.683927536010742 7.0 +656.1862156220159 5593.9619140625 4.681532382965088 7.0 +656.206648298954 5597.40185546875 4.682066440582275 7.0 +656.2270807757814 5592.36328125 4.68278694152832 7.0 +656.2475133523767 5588.48681640625 4.681812763214111 7.0 +656.2679460289655 5599.5791015625 4.682658672332764 7.0 +656.2883786054444 5598.43408203125 4.683145523071289 7.0 +656.3088110818062 5596.37109375 4.683490753173828 7.0 +656.3292437580458 5605.5615234375 4.684707164764404 7.0 +656.3701089100723 5597.42431640625 4.682835578918457 7.0 +656.3905414859619 5585.85888671875 4.6818413734436035 7.0 +656.4109740616259 5586.66943359375 4.682436943054199 7.0 +656.4314067372907 5590.94970703125 4.6845245361328125 7.0 +656.4518392128302 5583.76513671875 4.683971405029297 7.0 +656.472271788145 5599.62451171875 4.685821056365967 7.0 +656.4927043634598 5590.31201171875 4.6838765144348145 7.0 +656.5131369385344 5584.5048828125 4.683104515075684 7.0 +656.5335694136156 5594.4658203125 4.684842586517334 7.0 +656.5540020884655 5591.083984375 4.684763431549072 7.0 +656.5744346633073 5590.7822265625 4.6827826499938965 7.0 +656.5948671379228 5587.83251953125 4.684670925140381 7.0 +656.6152998125399 5582.56640625 4.683492660522461 7.0 +656.6357323869161 5589.599609375 4.683945655822754 7.0 +656.6561650613003 5582.96875 4.683464527130127 7.0 +656.6765975354501 5587.4072265625 4.685670852661133 7.0 +656.6970301095935 5579.353515625 4.68358039855957 7.0 +656.717462783512 5590.94482421875 4.684702396392822 7.0 +656.7378952573126 5584.29443359375 4.684330463409424 7.0 +656.7583278311067 5578.3330078125 4.683474540710449 7.0 +656.778760504676 5596.83154296875 4.685303211212158 7.0 +656.7991930782446 5585.166015625 4.683938503265381 7.0 +656.8196255515722 5573.44873046875 4.682255744934082 7.0 +656.8400582247923 5581.82470703125 4.683987617492676 7.0 +656.8604907980116 5581.06103515625 4.683079242706299 7.0 +656.88092327099 5579.9248046875 4.683206558227539 7.0 +656.9217885167309 5572.05224609375 4.683244228363037 7.0 +656.9422210893608 5588.736328125 4.684791564941406 7.0 +656.962653661998 5570.931640625 4.682321548461914 7.0 +656.9830862344024 5570.533203125 4.683387279510498 7.0 +657.0035189066839 5580.76611328125 4.683873176574707 7.0 +657.0239513789711 5582.8603515625 4.683656215667725 7.0 +657.0443839510262 5581.94580078125 4.682690620422363 7.0 +657.0648166230749 5577.59619140625 4.683409214019775 7.0 +657.0852490948964 5572.61181640625 4.6827006340026855 7.0 +657.1056816666023 5583.97412109375 4.6827006340026855 7.0 +657.1261143383017 5570.68896484375 4.682604789733887 7.0 +657.146546809774 5584.8837890625 4.683912754058838 7.0 +657.1669793812471 5576.3154296875 4.681969165802002 7.0 +657.18741195248 5575.98486328125 4.682212829589844 7.0 +657.2078445237203 5587.890625 4.683414459228516 7.0 +657.2282771947212 5572.89990234375 4.683109760284424 7.0 +657.2487096657278 5573.6259765625 4.683452606201172 7.0 +657.2691422365024 5564.90673828125 4.682778835296631 7.0 +657.3100073778114 5577.67041015625 4.683720588684082 7.0 +657.350872618772 5572.87548828125 4.6827898025512695 7.0 +657.3917376591562 5570.53076171875 4.683897018432617 7.0 +657.432602899069 5577.38330078125 4.6848320960998535 7.0 +657.4530353689115 5573.41162109375 4.6842875480651855 7.0 +657.4734680386318 5578.13720703125 4.684707164764404 7.0 +657.4939006082423 5569.25146484375 4.68371057510376 7.0 +657.514333277737 5569.38134765625 4.68346643447876 7.0 +657.5347657469974 5562.29345703125 4.682655334472656 7.0 +657.5551983162513 5564.708984375 4.681995391845703 7.0 +657.5756309853969 5566.837890625 4.682956218719482 7.0 +657.5960634544172 5566.70556640625 4.68248987197876 7.0 +657.6164960233291 5580.93505859375 4.684910297393799 7.0 +657.6573611609128 5578.306640625 4.684287071228027 7.0 +657.6777937294755 5567.73876953125 4.6846795082092285 7.0 +657.6982263979226 5566.7197265625 4.68324089050293 7.0 +657.7186588662444 5577.71923828125 4.685641288757324 7.0 +657.7390914344578 5578.02978515625 4.684648036956787 7.0 +657.759524102672 5566.06201171875 4.683571815490723 7.0 +657.7799565706446 5573.80029296875 4.683326244354248 7.0 +657.8003892385095 5566.8330078125 4.683377742767334 7.0 +657.8208218063737 5579.1455078125 4.6842474937438965 7.0 +657.841254273997 5562.955078125 4.683665752410889 7.0 +657.8616869416292 5573.70849609375 4.685317516326904 7.0 +657.8821195091441 5571.4140625 4.684559345245361 7.0 +657.9025519764182 5573.0615234375 4.684765338897705 7.0 +657.922984643701 5573.28125 4.684983730316162 7.0 +657.9434172108668 5585.65234375 4.686168193817139 7.0 +657.963849677908 5573.88720703125 4.6847310066223145 7.0 +657.9842823447252 5576.998046875 4.6852216720581055 7.0 +658.0047149115417 5572.83203125 4.685207366943359 7.0 +658.0251473782337 5591.4453125 4.686027526855469 7.0 +658.045580044818 5577.2529296875 4.684753894805908 7.0 +658.0660126114017 5571.40283203125 4.685390949249268 7.0 +658.086445277746 5571.66064453125 4.68649435043335 7.0 +658.1068777439796 5572.16455078125 4.685576438903809 7.0 +658.1273103100975 5575.7294921875 4.6853718757629395 7.0 +658.147742976209 5570.751953125 4.684487819671631 7.0 +658.1681754420933 5566.447265625 4.684586048126221 7.0 +658.1886080078621 5575.8603515625 4.685922145843506 7.0 +658.2090406736243 5573.53369140625 4.686175346374512 7.0 +658.2294731392758 5579.8740234375 4.685917377471924 7.0 +658.2499057046953 5580.8876953125 4.6864776611328125 7.0 +658.2703383701082 5576.0126953125 4.686763763427734 7.0 +658.3112034005972 5574.80029296875 4.68553352355957 7.0 +658.3316360656609 5571.646484375 4.686407566070557 7.0 +658.3520686306147 5581.46630859375 4.686409950256348 7.0 +658.3725011954521 5581.7958984375 4.68584680557251 7.0 +658.4133663247703 5568.84228515625 4.685557842254639 7.0 +658.4337988893676 5573.583984375 4.686107635498047 7.0 +658.4542314537393 5583.12353515625 4.687233924865723 7.0 +658.49509658225 5577.6201171875 4.686956405639648 7.0 +658.5155291463816 5580.0732421875 4.68721866607666 7.0 +658.5359616104033 5569.92822265625 4.685595989227295 7.0 +658.5563942743029 5578.11181640625 4.686687469482422 7.0 +658.5768268380925 5579.0498046875 4.686404228210449 7.0 +658.597259301765 5574.03076171875 4.685751914978027 7.0 +658.6176919653226 5576.919921875 4.686521053314209 7.0 +658.6585571920805 5576.8134765625 4.685986042022705 7.0 +658.6789896553964 5582.98779296875 4.6860857009887695 7.0 +658.6994222184876 5580.0146484375 4.687110900878906 7.0 +658.7198548815795 5582.439453125 4.686468601226807 7.0 +658.7402873445535 5584.76611328125 4.687646389007568 7.0 +658.7607199074046 5591.29541015625 4.687986850738525 7.0 +658.7811525700308 5586.68408203125 4.688269138336182 7.0 +658.8015850326483 5584.53076171875 4.687510967254639 7.0 +658.8220175951574 5574.54150390625 4.686619281768799 7.0 +658.8424502576672 5591.796875 4.688384532928467 7.0 +658.8628828199362 5584.89990234375 4.6884846687316895 7.0 +658.8833152820953 5576.84814453125 4.6869425773620605 7.0 +658.9037479442559 5585.97021484375 4.688094615936279 7.0 +658.9241805061756 5577.85107421875 4.686901092529297 7.0 +658.9446130681026 5577.35009765625 4.686403274536133 7.0 +658.9650456299132 5585.177734375 4.687299728393555 7.0 +658.9854781916001 5587.1416015625 4.688168048858643 7.0 +659.0059108531786 5588.095703125 4.688033103942871 7.0 +659.0263433146392 5591.31689453125 4.688027858734131 7.0 +659.0467758759769 5587.31494140625 4.6885881423950195 7.0 +659.0672085373226 5595.302734375 4.688582897186279 7.0 +659.1693712420529 5594.0546875 4.68839168548584 7.0 +659.1898038026993 5595.13232421875 4.687756538391113 7.0 +659.2102363632293 5592.35693359375 4.688056468963623 7.0 +659.2306690237529 5601.87353515625 4.689517974853516 7.0 +659.2511014840493 5599.88916015625 4.688435077667236 7.0 +659.2715340443465 5598.7998046875 4.68714714050293 7.0 +659.2919667044043 5603.2099609375 4.689634799957275 7.0 +659.3123991644679 5596.572265625 4.689475059509277 7.0 +659.3328317244159 5600.53271484375 4.689143657684326 7.0 +659.3532643842409 5606.05517578125 4.6897807121276855 7.0 +659.373696943956 5602.31005859375 4.689435958862305 7.0 +659.3941294036704 5602.0625 4.689263343811035 7.0 +659.4145620631461 5614.71337890625 4.691613674163818 7.0 +659.4349946226284 5606.8291015625 4.689732551574707 7.0 +659.4554270818771 5610.703125 4.690507888793945 7.0 +659.4758597411201 5612.78173828125 4.690188884735107 7.0 +659.4962923002531 5610.1591796875 4.690611362457275 7.0 +659.5167249592632 5604.21875 4.690726280212402 7.0 +659.5371574181627 5608.36181640625 4.690601348876953 7.0 +659.5984550943904 5612.90625 4.690808296203613 7.0 +659.6188876529413 5610.09033203125 4.690244197845459 7.0 +659.6393203113694 5606.94140625 4.690608501434326 7.0 +659.6597527696867 5613.36279296875 4.691613674163818 7.0 +659.6801853278885 5610.6494140625 4.691478252410889 7.0 +659.7006179859745 5614.50390625 4.690688133239746 7.0 +659.7210504440518 5610.3994140625 4.6908955574035645 7.0 +659.7414830020207 5615.970703125 4.69114875793457 7.0 +659.7619156597502 5618.4033203125 4.690992832183838 7.0 +659.7823481174855 5615.15478515625 4.6918864250183105 7.0 +659.8027807751059 5620.0302734375 4.691346168518066 7.0 +659.8232132327248 5621.36474609375 4.692258834838867 7.0 +659.8436457901043 5626.6025390625 4.6934733390808105 7.0 +659.8640784474919 5619.13916015625 4.691792011260986 7.0 +659.9049434617918 5620.29296875 4.6926422119140625 7.0 +659.9253761188302 5618.9375 4.691771030426025 7.0 +659.9458086758677 5616.6904296875 4.691669464111328 7.0 +659.9662411326644 5619.8173828125 4.692389011383057 7.0 +660.0071063460346 5628.83984375 4.693863868713379 7.0 +660.0275388026057 5623.26708984375 4.693859100341797 7.0 +660.047971459062 5623.23681640625 4.693102836608887 7.0 +660.0684040153938 5620.46044921875 4.692781925201416 7.0 +660.0888366717336 5636.76611328125 4.694457530975342 7.0 +660.1092691278391 5634.103515625 4.694808006286621 7.0 +660.129701683938 5631.52783203125 4.694546699523926 7.0 +660.1501343399286 5632.99560546875 4.694820880889893 7.0 +660.1705667958013 5635.00048828125 4.694798469543457 7.0 +660.190999351551 5628.39892578125 4.693933963775635 7.0 +660.2114320071923 5637.17529296875 4.695075035095215 7.0 +660.2318644628322 5634.84619140625 4.694975852966309 7.0 +660.2727296737576 5636.53564453125 4.6948370933532715 7.0 +661.0695994606431 5656.97900390625 4.698225021362305 7.0 +661.0900319122011 5650.3857421875 4.700620174407959 7.0 +661.1104644637671 5657.50537109375 4.702655792236328 7.0 +661.1308971153339 5664.140625 4.701752662658691 7.0 +661.1513295666664 5665.630859375 4.703035831451416 7.0 +661.1717622179931 5662.0302734375 4.701712608337402 7.0 +661.1921946692091 5665.03662109375 4.702928066253662 7.0 +661.2534923222702 5670.24755859375 4.7031779289245605 7.0 +661.2739248731377 5672.44677734375 4.703486442565918 7.0 +661.2943575238824 5674.05859375 4.704304218292236 7.0 +661.3147899745163 5666.26708984375 4.701611042022705 7.0 +661.3352225251438 5666.22412109375 4.702404499053955 7.0 +661.3556551756628 5664.173828125 4.702708721160889 7.0 +661.3760877260647 5669.8681640625 4.703047275543213 7.0 +661.416952826512 5672.3193359375 4.703056812286377 7.0 +661.437385376681 5664.01171875 4.703289985656738 7.0 +661.4578179267264 5668.451171875 4.703428745269775 7.0 +661.4782504766627 5664.89501953125 4.7010908126831055 7.0 +661.4986830265989 5668.97607421875 4.702353000640869 7.0 +661.5191156764122 5673.130859375 4.703907012939453 7.0 +661.5395481261148 5662.29833984375 4.7025017738342285 7.0 +661.5599806757018 5670.55908203125 4.703474521636963 7.0 +661.5804133251659 5665.244140625 4.702600002288818 7.0 +661.6212783239898 5669.490234375 4.702519416809082 7.0 +661.641710973221 5672.818359375 4.702723979949951 7.0 +661.6621434223416 5667.69189453125 4.702744960784912 7.0 +661.6825759714629 5668.6689453125 4.703564643859863 7.0 +661.7030086204613 5682.8408203125 4.704972267150879 7.0 +661.7234410693491 5672.0947265625 4.703076362609863 7.0 +661.7438737182383 5675.05615234375 4.703094959259033 7.0 +661.7643062668867 5684.9892578125 4.704662322998047 7.0 +661.7847387155416 5670.10400390625 4.703083515167236 7.0 +661.8051713640816 5668.0859375 4.702306747436523 7.0 +661.8256038126128 5673.35595703125 4.703322410583496 7.0 +661.8460363610357 5670.79296875 4.702410697937012 7.0 +661.8664690093428 5684.1650390625 4.704708576202393 7.0 +661.8869014575248 5688.51904296875 4.703273296356201 7.0 +661.9073340055984 5677.419921875 4.7036662101745605 7.0 +661.9277666536727 5684.10009765625 4.70485258102417 7.0 +661.9481992016226 5675.4072265625 4.701884746551514 7.0 +661.9686317495798 5679.69189453125 4.70358943939209 7.0 +662.0094968450212 5677.1513671875 4.703186511993408 7.0 +662.0299293926291 5684.7353515625 4.703029632568359 7.0 +662.050361940237 5683.26904296875 4.705327987670898 7.0 +662.0707944876049 5694.79248046875 4.705027103424072 7.0 +662.0912271349807 5677.2255859375 4.703444957733154 7.0 +662.1116595822386 5679.83935546875 4.704068660736084 7.0 +662.13209212949 5678.8466796875 4.704147815704346 7.0 +662.1525247766331 5686.998046875 4.704545497894287 7.0 +662.1729572236582 5682.19970703125 4.702938079833984 7.0 +662.1933897705603 5683.5625 4.704452037811279 7.0 +662.2138224173541 5676.734375 4.704381465911865 7.0 +662.2342548641464 5683.76220703125 4.70369291305542 7.0 +662.275120057493 5683.912109375 4.705376148223877 7.0 +662.2955525040525 5679.07421875 4.705729007720947 7.0 +662.3159851504897 5674.99462890625 4.703449249267578 7.0 +662.3364176968171 5684.86376953125 4.7046074867248535 7.0 +662.3568502431444 5686.47216796875 4.70522403717041 7.0 +662.3772827893481 5697.3095703125 4.706003189086914 7.0 +662.3977153354426 5697.14990234375 4.705649375915527 7.0 +662.4181478814135 5703.16259765625 4.706379413604736 7.0 +662.4385804273916 5697.19482421875 4.705949306488037 7.0 +662.4590129732533 5697.23291015625 4.705023765563965 7.0 +662.4794454189978 5682.74462890625 4.705068588256836 7.0 +662.4998780647365 5693.45703125 4.706303596496582 7.0 +662.5203106103654 5691.22607421875 4.705003261566162 7.0 +662.5407431558706 5686.099609375 4.705164432525635 7.0 +662.561175701383 5686.787109375 4.704395771026611 7.0 +662.5816082466627 5691.28369140625 4.705577373504639 7.0 +662.6020408920522 5687.65771484375 4.7043776512146 7.0 +662.6224733372146 5684.0400390625 4.705755233764648 7.0 +662.6429058823778 5686.896484375 4.70568323135376 7.0 +662.6633385274181 5687.18212890625 4.705772876739502 7.0 +662.6837709723477 5682.59765625 4.705050468444824 7.0 +662.7042035172781 5688.92626953125 4.704976558685303 7.0 +662.7246361620855 5694.39208984375 4.706272602081299 7.0 +662.7450686067823 5683.31884765625 4.7052083015441895 7.0 +662.7655012514806 5698.70751953125 4.706107139587402 7.0 +662.785933795938 5688.83349609375 4.7054057121276855 7.0 +662.8267988848675 5694.0771484375 4.7052106857299805 7.0 +662.8472314292085 5681.6962890625 4.704870700836182 7.0 +662.8676638734396 5683.38330078125 4.704558372497559 7.0 +662.8880965176722 5688.74365234375 4.705508708953857 7.0 +662.908529061664 5690.18994140625 4.706324100494385 7.0 +662.9289616056631 5689.04296875 4.706653118133545 7.0 +662.9493941496621 5697.498046875 4.706870079040527 7.0 +662.9698266935375 5686.43408203125 4.7067694664001465 7.0 +662.9902592373037 5694.6298828125 4.707239151000977 7.0 +663.0106917809535 5701.1865234375 4.7069268226623535 7.0 +663.031124324596 5692.21826171875 4.706612586975098 7.0 +663.0515569681302 5690.81884765625 4.70543909072876 7.0 +663.0719895115471 5696.23681640625 4.706920623779297 7.0 +663.0924219549561 5701.7578125 4.707812786102295 7.0 +663.1128545982574 5694.421875 4.707076549530029 7.0 +663.1332870414408 5696.201171875 4.707379341125488 7.0 +663.1537195846176 5690.91162109375 4.707016944885254 7.0 +663.1945846706367 5689.11328125 4.706418514251709 7.0 +663.3376125694122 5684.80419921875 4.705840587615967 7.0 +663.3580451117814 5704.2099609375 4.70863151550293 7.0 +663.3784775540335 5691.43359375 4.706214904785156 7.0 +663.3989101962798 5692.4091796875 4.70613956451416 7.0 +663.4193427384162 5698.5673828125 4.707143306732178 7.0 +663.4397752804362 5680.4140625 4.706049919128418 7.0 +663.4602078224489 5686.50048828125 4.706223011016846 7.0 +663.4806403643524 5703.18798828125 4.708326816558838 7.0 +663.5010729062487 5688.2802734375 4.7060346603393555 7.0 +663.5215054480359 5700.1025390625 4.70758056640625 7.0 +663.5419379897066 5696.1044921875 4.7061591148376465 7.0 +663.562370531261 5679.814453125 4.7057695388793945 7.0 +663.5828031728088 5691.36474609375 4.706788063049316 7.0 +663.6032356142459 5704.02880859375 4.7080230712890625 7.0 +663.6441007969988 5702.89697265625 4.706853866577148 7.0 +663.6645332382031 5689.1796875 4.707278251647949 7.0 +663.6849658794017 5686.73828125 4.706669330596924 7.0 +663.7053984204904 5695.84765625 4.707467555999756 7.0 +663.7258308614619 5688.0576171875 4.705015659332275 7.0 +663.7462635024276 5696.5244140625 4.708433151245117 7.0 +663.7666959432827 5693.892578125 4.7052812576293945 7.0 +663.807561124755 5702.83056640625 4.707563400268555 7.0 +663.8279935654937 5696.33935546875 4.707259654998779 7.0 +663.848426206001 5687.65966796875 4.706094741821289 7.0 +663.8688587465003 5688.93310546875 4.706430912017822 7.0 +663.8892911868897 5699.21435546875 4.7074103355407715 7.0 +663.9301563675472 5689.48388671875 4.707510948181152 7.0 +663.9505888078202 5697.869140625 4.709062576293945 7.0 +663.9710214478619 5693.90673828125 4.707794666290283 7.0 +663.9914539880119 5696.50244140625 4.708065509796143 7.0 +664.0118865279364 5694.462890625 4.707632064819336 7.0 +664.032319067861 5690.861328125 4.706835746765137 7.0 +664.0527516076618 5692.2509765625 4.707550525665283 7.0 +664.0731841474699 5697.56640625 4.707604885101318 7.0 +664.0936167871623 5685.919921875 4.706293106079102 7.0 +664.114049226846 5697.23974609375 4.7090678215026855 7.0 +664.1344818663056 5696.07421875 4.7085700035095215 7.0 +664.1549144058808 5690.56884765625 4.708637714385986 7.0 +664.1753468452152 5696.43115234375 4.708642482757568 7.0 +664.1957794845584 5697.6904296875 4.708442211151123 7.0 +664.2162120239009 5689.73388671875 4.708897590637207 7.0 +664.2366444631189 5690.28662109375 4.708062648773193 7.0 +664.2570771022292 5694.1962890625 4.709347248077393 7.0 +664.2775096412224 5698.78564453125 4.709300518035889 7.0 +664.2979420802076 5691.9423828125 4.708490371704102 7.0 +664.3183747192015 5700.8193359375 4.7086687088012695 7.0 +664.3388072579619 5701.74609375 4.709554672241211 7.0 +664.3592396968306 5684.9482421875 4.7079339027404785 7.0 +664.3796723354753 5699.3466796875 4.70958137512207 7.0 +664.4001048741193 5691.29052734375 4.708904266357422 7.0 +664.4205374126395 5698.38037109375 4.709220886230469 7.0 +664.4409699511671 5687.4111328125 4.707319259643555 7.0 +664.4614024895782 5693.8798828125 4.7082672119140625 7.0 +664.481835027982 5700.4501953125 4.709394931793213 7.0 +664.5022675662767 5696.0810546875 4.7090678215026855 7.0 +664.522700104455 5698.3515625 4.709322452545166 7.0 +664.543132642626 5698.97705078125 4.707683563232422 7.0 +664.5635651806879 5691.86474609375 4.708504676818848 7.0 +664.5839977187497 5689.1435546875 4.708620071411133 7.0 +664.6044303566887 5688.689453125 4.70857048034668 7.0 +664.624862794517 5705.39111328125 4.710263729095459 7.0 +664.6452954323468 5684.76904296875 4.706994533538818 7.0 +664.6657279700521 5691.08251953125 4.708285331726074 7.0 +664.686160407764 5691.33935546875 4.70918083190918 7.0 +664.7065930453537 5691.13525390625 4.708388805389404 7.0 +664.7270255828334 5690.31201171875 4.707521438598633 7.0 +664.7883231950327 5690.10986328125 4.706892967224121 7.0 +664.8087556322789 5691.146484375 4.707045555114746 7.0 +664.8291882695194 5690.2236328125 4.706878185272217 7.0 +664.8496208066499 5687.6552734375 4.706532001495361 7.0 +664.8700532436633 5683.0205078125 4.7060065269470215 7.0 +664.8904858806709 5689.96435546875 4.707852363586426 7.0 +664.9109184175686 5695.5087890625 4.7081685066223145 7.0 +664.9313510544671 5689.9833984375 4.7071213722229 7.0 +664.9517834912403 5685.7529296875 4.707714557647705 7.0 +665.0130811012277 5694.03515625 4.708532333374023 7.0 +665.0335136377762 5689.6455078125 4.707178115844727 7.0 +665.053946274209 5690.4072265625 4.708466053009033 7.0 +665.074378710633 5700.41162109375 4.710421085357666 7.0 +665.0948112469487 5702.22412109375 4.710458278656006 7.0 +665.1152437832643 5691.34619140625 4.7100605964660645 7.0 +665.1356763194563 5683.8369140625 4.708338737487793 7.0 +665.1561088556555 5686.83642578125 4.708205699920654 7.0 +665.1765414916226 5687.4833984375 4.709590911865234 7.0 +665.1969739276974 5696.95849609375 4.710142135620117 7.0 +665.2174065636646 5694.29541015625 4.710341453552246 7.0 +665.2378390995145 5690.0888671875 4.708461284637451 7.0 +665.2582715353565 5686.81640625 4.707060813903809 7.0 +665.2787041710908 5685.90283203125 4.707956314086914 7.0 +665.2991367067079 5688.8125 4.708355903625488 7.0 +665.319569142317 5698.380859375 4.707827568054199 7.0 +665.340001777935 5682.08203125 4.706819534301758 7.0 +665.3604343134357 5698.10595703125 4.708203315734863 7.0 +665.401299384197 5690.4765625 4.709108829498291 7.0 +665.421731919465 5690.51220703125 4.709044933319092 7.0 +665.4421645547263 5692.36181640625 4.7085652351379395 7.0 +665.462596989877 5687.98486328125 4.709071159362793 7.0 +665.4830295250285 5677.75244140625 4.707749843597412 7.0 +665.5034621600571 5688.6005859375 4.7082929611206055 7.0 +665.5238945950914 5683.2646484375 4.707789421081543 7.0 +665.5443271300101 5691.7578125 4.709303379058838 7.0 +665.5647597648058 5690.29931640625 4.709222793579102 7.0 +665.5851921996073 5678.6171875 4.706721782684326 7.0 +665.6056247344095 5677.28125 4.707786560058594 7.0 +665.6260573690888 5690.28369140625 4.709317207336426 7.0 +665.6464899036582 5688.6923828125 4.708873271942139 7.0 +665.6669223382269 5684.14404296875 4.706873416900635 7.0 +665.6873549726733 5687.02587890625 4.7077250480651855 7.0 +665.7077874071256 5671.86572265625 4.706362724304199 7.0 +665.7282200414629 5679.79345703125 4.7060394287109375 7.0 +665.7486525757922 5687.63623046875 4.708655834197998 7.0 +665.7895176442253 5681.064453125 4.706115245819092 7.0 +665.809950178329 5686.990234375 4.708812713623047 7.0 +665.8508152464201 5687.9228515625 4.707799434661865 7.0 +665.8712477802837 5686.26904296875 4.708125114440918 7.0 +665.8916802142703 5671.23291015625 4.7062249183654785 7.0 +665.9325453817728 5680.92529296875 4.707521438598633 7.0 +665.9529778155265 5681.7353515625 4.7073655128479 7.0 +665.9734104491654 5678.1796875 4.7087531089782715 7.0 +665.9938429826798 5674.71533203125 4.7073588371276855 7.0 +666.0142756162022 5690.98779296875 4.709184169769287 7.0 +666.0347080497158 5681.42626953125 4.70873498916626 7.0 +666.0551405831211 5678.34375 4.706786632537842 7.0 +666.0755732164107 5687.85693359375 4.710419178009033 7.0 +666.0960056496988 5683.16015625 4.709113597869873 7.0 +666.1164381828639 5680.998046875 4.708573818206787 7.0 +666.1368708160371 5681.6396484375 4.708032608032227 7.0 +666.1573033492023 5686.46728515625 4.709292888641357 7.0 +666.1777357822575 5676.91357421875 4.708078384399414 7.0 +666.2594660137765 5673.71826171875 4.7081828117370605 7.0 +666.2798985465924 5678.90771484375 4.707819938659668 7.0 +666.3003311793 5669.8662109375 4.708077430725098 7.0 +666.3207636118896 5667.78515625 4.7084641456604 7.0 +666.3411961444726 5681.97021484375 4.709543228149414 7.0 +666.3820612094205 5677.603515625 4.709024906158447 7.0 +666.4024937418872 5669.3671875 4.708905220031738 7.0 +666.4229262742447 5676.05322265625 4.709550380706787 7.0 +666.4433588064858 5676.58544921875 4.7097578048706055 7.0 +666.4637913387196 5676.78857421875 4.709991931915283 7.0 +666.4842238709607 5673.2666015625 4.709097385406494 7.0 +666.5250890350871 5665.65673828125 4.708131313323975 7.0 +666.5455214670947 5675.119140625 4.70853853225708 7.0 +666.5659539991029 5675.13427734375 4.709177494049072 7.0 +666.6272515946548 5678.70751953125 4.708889007568359 7.0 +666.6476842264237 5669.5234375 4.708205699920654 7.0 +666.6681167580828 5665.259765625 4.7088446617126465 7.0 +666.688549189741 5684.98291015625 4.708775043487549 7.0 +666.7089818212771 5670.1123046875 4.710241317749023 7.0 +666.7294143528197 5669.94580078125 4.709222316741943 7.0 +666.7498468842459 5676.4833984375 4.7096028327941895 7.0 +666.7702794156648 5672.416015625 4.709483623504639 7.0 +666.7907119469746 5674.81005859375 4.709400653839111 7.0 +666.8111445782852 5669.68603515625 4.709575653076172 7.0 +666.8315770094705 5670.5712890625 4.70925235748291 7.0 +666.8520095406639 5667.3720703125 4.709748268127441 7.0 +666.8724421718507 5668.22705078125 4.708718776702881 7.0 +666.8928746029269 5672.85546875 4.710122108459473 7.0 +666.9133071338874 5659.47607421875 4.709590435028076 7.0 +666.9337397648487 5660.69970703125 4.7092413902282715 7.0 +666.9541721958012 5666.4521484375 4.7097930908203125 7.0 +666.9746047266453 5675.18701171875 4.711120128631592 7.0 +666.9950373574829 5678.919921875 4.711147308349609 7.0 +667.0154697882099 5667.958984375 4.709897518157959 7.0 +667.0563348495489 5666.6103515625 4.709956645965576 7.0 +667.0767673801529 5661.92333984375 4.709662914276123 7.0 +667.0972000107649 5658.29638671875 4.709798812866211 7.0 +667.117632441259 5660.91796875 4.709466934204102 7.0 +667.1380649716302 5665.7373046875 4.710607528686523 7.0 +667.1584976020094 5653.7294921875 4.709558963775635 7.0 +667.1789301323879 5668.46923828125 4.710262298583984 7.0 +667.1993625626419 5656.0380859375 4.709595203399658 7.0 +667.2197951929047 5657.69287109375 4.709207534790039 7.0 +667.2402277230431 5664.10205078125 4.710948467254639 7.0 +667.2606601531879 5655.83837890625 4.709590911865234 7.0 +667.2810927832179 5662.85546875 4.710779190063477 7.0 +667.3015253132398 5655.5732421875 4.709381580352783 7.0 +667.3219579432698 5657.27001953125 4.709577560424805 7.0 +667.3423903731818 5661.890625 4.710500240325928 7.0 +667.3628229030874 5662.13134765625 4.710712909698486 7.0 +667.4036879626801 5665.6357421875 4.71108341217041 7.0 +667.4445531220335 5650.412109375 4.7102131843566895 7.0 +667.4649855517127 5670.45654296875 4.711045742034912 7.0 +667.485418081269 5654.0498046875 4.709906101226807 7.0 +667.5058507107169 5660.32177734375 4.709532260894775 7.0 +667.5262831401633 5653.47802734375 4.710188865661621 7.0 +667.5671482989346 5649.66455078125 4.708301067352295 7.0 +667.587580728381 5657.732421875 4.709347248077393 7.0 +667.6080133575888 5650.46875 4.709060192108154 7.0 +667.6284458868031 5644.35400390625 4.708907127380371 7.0 +667.6488784160174 5645.7021484375 4.708849906921387 7.0 +667.669310945108 5657.99755859375 4.710607528686523 7.0 +667.6897434742059 5647.146484375 4.710306167602539 7.0 +667.7101760031874 5652.89208984375 4.709027290344238 7.0 +667.7306085321616 5658.20068359375 4.709691524505615 7.0 +667.751041061143 5644.4921875 4.708524703979492 7.0 +667.7714734900073 5642.490234375 4.7087178230285645 7.0 +667.7919061188659 5643.62744140625 4.7089643478393555 7.0 +667.8123386476145 5649.12353515625 4.70967435836792 7.0 +667.8327711763632 5643.9736328125 4.7100605964660645 7.0 +667.8532037049881 5643.76611328125 4.7092671394348145 7.0 +667.8940688622533 5648.8837890625 4.7100749015808105 7.0 +667.9145012907611 5646.16064453125 4.710002899169922 7.0 +667.9349338192769 5643.8056640625 4.710047245025635 7.0 +667.9553664477862 5643.7431640625 4.709258079528809 7.0 +667.9757988761849 5642.34033203125 4.709848880767822 7.0 +667.9962314044678 5640.806640625 4.709855556488037 7.0 +668.016664032868 5645.01513671875 4.70916223526001 7.0 +668.0575289893095 5640.91796875 4.709691047668457 7.0 +668.0779616174696 5632.380859375 4.7084527015686035 7.0 +668.0983940456354 5641.42822265625 4.709932804107666 7.0 +668.1188266736863 5648.60986328125 4.710339546203613 7.0 +668.1392592017364 5643.58349609375 4.71104097366333 7.0 +668.1596917297793 5632.6943359375 4.709153652191162 7.0 +668.180124257713 5632.43994140625 4.708586692810059 7.0 +668.2005567855231 5635.71484375 4.709814071655273 7.0 +668.2209893134568 5636.1455078125 4.709277629852295 7.0 +668.2414218412741 5630.35888671875 4.7082085609436035 7.0 +668.261854368975 5638.16064453125 4.709681034088135 7.0 +668.2822868966687 5636.916015625 4.70932149887085 7.0 +668.3027194243696 5635.78857421875 4.709498882293701 7.0 +668.3231519519468 5632.4072265625 4.708795547485352 7.0 +668.3435844795313 5631.326171875 4.709871768951416 7.0 +668.3640170071158 5628.66650390625 4.7083868980407715 7.0 +668.3844495345838 5638.35986328125 4.709586143493652 7.0 +668.4048821620454 5629.1416015625 4.709517955780029 7.0 +668.4253145895127 5624.11474609375 4.70932149887085 7.0 +668.4457471168571 5641.3515625 4.709837913513184 7.0 +668.4661797440931 5619.82763671875 4.708466529846191 7.0 +668.486612171444 5629.90869140625 4.709237098693848 7.0 +668.5070446986792 5625.88671875 4.709455490112305 7.0 +668.5274773257916 5628.9228515625 4.709423542022705 7.0 +668.547909753026 5627.6806640625 4.708613872528076 7.0 +668.5683422801376 5632.00927734375 4.708866119384766 7.0 +668.5887749071408 5618.5595703125 4.70665979385376 7.0 +668.6092073341424 5628.78173828125 4.708956718444824 7.0 +668.6296399611383 5622.65283203125 4.708731174468994 7.0 +668.6705049149095 5624.12841796875 4.70939302444458 7.0 +668.690937541789 5632.11376953125 4.709970951080322 7.0 +668.7113700685586 5627.1123046875 4.709734916687012 7.0 +668.7318025953282 5624.16943359375 4.708576679229736 7.0 +668.7726676487437 5614.60693359375 4.7080206871032715 7.0 +668.7931001753968 5619.583984375 4.708968162536621 7.0 +668.8135327019263 5621.76708984375 4.708867073059082 7.0 +668.8339652285795 5616.00390625 4.708757400512695 7.0 +668.8543978550006 5630.36962890625 4.709767818450928 7.0 +668.87483038153 5626.166015625 4.70966911315918 7.0 +668.8952628079496 5621.9755859375 4.70891809463501 7.0 +668.9156954343707 5617.89892578125 4.70922327041626 7.0 +668.9361279606674 5611.91796875 4.708318710327148 7.0 +668.9565603869705 5623.884765625 4.709108829498291 7.0 +668.9769930132752 5614.39013671875 4.709170341491699 7.0 +668.9974255394554 5609.123046875 4.7086615562438965 7.0 +669.0178579656422 5621.3486328125 4.709519863128662 7.0 +669.0587230178935 5613.03515625 4.708912372589111 7.0 +669.0791555439646 5617.732421875 4.709939956665039 7.0 +669.0995881700364 5605.24853515625 4.708085536956787 7.0 +669.1200205959831 5608.85986328125 4.708206653594971 7.0 +669.1404532208908 5605.38037109375 4.708481311798096 7.0 +669.1608857468455 5602.298828125 4.708326816558838 7.0 +669.2426158500675 5612.201171875 4.707796573638916 7.0 +669.2630483757894 5609.65087890625 4.708618640899658 7.0 +669.2834809015112 5604.53271484375 4.706658840179443 7.0 +669.3039134271094 5612.74267578125 4.7083539962768555 7.0 +669.3243459527148 5605.81396484375 4.707586288452148 7.0 +669.3447784783202 5596.154296875 4.706813335418701 7.0 +669.4265086801461 5607.98291015625 4.708195209503174 7.0 +669.4673736308905 5604.30078125 4.708047389984131 7.0 +669.4878062561402 5609.375 4.708248138427734 7.0 +669.5082387815128 5599.560546875 4.7076215744018555 7.0 +669.5286712066518 5597.111328125 4.706460475921631 7.0 +669.5695363570412 5606.85693359375 4.707609176635742 7.0 +669.5899687821802 5598.36767578125 4.707273483276367 7.0 +669.6104014071971 5590.00830078125 4.706110954284668 7.0 +669.6308339323368 5596.10595703125 4.708215713500977 7.0 +669.6512664572365 5601.42138671875 4.707777976989746 7.0 +669.6716989822598 5599.36572265625 4.707359790802002 7.0 +669.6921315071668 5592.68505859375 4.706989288330078 7.0 +669.7125640320664 5586.00439453125 4.706048965454102 7.0 +669.7329965569734 5589.603515625 4.706698417663574 7.0 +669.7534290817639 5596.82275390625 4.707586288452148 7.0 +669.7738616065471 5593.80322265625 4.7066802978515625 7.0 +669.7942941313377 5590.46337890625 4.7066731452941895 7.0 +669.8147266561282 5589.4306640625 4.706608772277832 7.0 +669.835159180795 5590.53271484375 4.707365989685059 7.0 +669.8555917054691 5584.93408203125 4.706051826477051 7.0 +669.8760243300276 5597.6142578125 4.7080464363098145 7.0 +669.8964568546944 5589.2353515625 4.706528186798096 7.0 +669.9168892792513 5599.478515625 4.707897186279297 7.0 +669.9373219036934 5591.2177734375 4.70780611038208 7.0 +669.9577544282438 5578.04052734375 4.706891059875488 7.0 +669.9781868526843 5585.27685546875 4.707289218902588 7.0 +669.9986194771263 5589.00732421875 4.707644462585449 7.0 +670.0190520014439 5585.796875 4.706885814666748 7.0 +670.0803495744112 5588.72314453125 4.708192825317383 7.0 +670.1007819987353 5593.3115234375 4.708585739135742 7.0 +670.1212146229445 5587.47607421875 4.707508563995361 7.0 +670.1416471471457 5582.1279296875 4.707603454589844 7.0 +670.1620797712385 5579.228515625 4.707051753997803 7.0 +670.1825121953298 5588.83544921875 4.708226680755615 7.0 +670.2029447194145 5580.58544921875 4.708044052124023 7.0 +670.2233773435073 5585.59033203125 4.708616733551025 7.0 +670.2438097675986 5588.69775390625 4.708580017089844 7.0 +670.2642422915669 5580.78857421875 4.707592010498047 7.0 +670.2846748155425 5577.80029296875 4.707128047943115 7.0 +670.3051073394017 5592.09228515625 4.709040641784668 7.0 +670.3255398633701 5586.73681640625 4.708332538604736 7.0 +670.34597248723 5587.642578125 4.708171844482422 7.0 +670.4072700585675 5591.337890625 4.708797931671143 7.0 +670.4277024823095 5573.20751953125 4.707304000854492 7.0 +670.4481351060458 5593.32861328125 4.709009170532227 7.0 +670.4685676297886 5585.85791015625 4.707947731018066 7.0 +670.509432677034 5577.7880859375 4.707698822021484 7.0 +670.5298652006604 5592.314453125 4.708728790283203 7.0 +670.5502976241696 5577.33837890625 4.706338882446289 7.0 +670.570730247673 5588.6484375 4.708402633666992 7.0 +670.591162771183 5577.10400390625 4.707088470458984 7.0 +670.6115951946922 5573.36328125 4.706582546234131 7.0 +670.6320278180792 5580.21044921875 4.708067417144775 7.0 +670.6728929648598 5589.39013671875 4.708205699920654 7.0 +670.6933253882526 5585.87255859375 4.708405494689941 7.0 +670.7137579116461 5574.6630859375 4.706633567810059 7.0 +670.7341905349167 5584.60498046875 4.708211898803711 7.0 +670.7546229581931 5576.33447265625 4.70665979385376 7.0 +670.7750554813538 5576.97314453125 4.708131790161133 7.0 +670.7954881046244 5574.2265625 4.707589149475098 7.0 +670.8159205277843 5582.8837890625 4.708629131317139 7.0 +670.836353050945 5584.34228515625 4.709016799926758 7.0 +670.856785674041 5579.76123046875 4.708667755126953 7.0 +670.8772181971435 5587.4013671875 4.7096147537231445 7.0 +670.897650720246 5599.29443359375 4.710840702056885 7.0 +670.918083243283 5585.60302734375 4.709588050842285 7.0 +670.9385157662691 5596.013671875 4.709867000579834 7.0 +670.9589482892552 5585.80419921875 4.709697246551514 7.0 +670.979380812234 5584.38134765625 4.708658218383789 7.0 +670.9998133351619 5577.1513671875 4.707984924316406 7.0 +671.0202458580898 5578.240234375 4.707895755767822 7.0 +671.0406783809522 5579.958984375 4.708739280700684 7.0 +671.0611108038211 5574.14404296875 4.7083740234375 7.0 +671.0815434266333 5573.6435546875 4.708540916442871 7.0 +671.1224085721915 5575.09228515625 4.708428382873535 7.0 +671.142840994944 5575.24169921875 4.708404064178467 7.0 +671.1837061403276 5584.20947265625 4.709527492523193 7.0 +671.2245710856514 5583.89453125 4.7086710929870605 7.0 +671.245003708289 5574.18359375 4.707880973815918 7.0 +671.2654361308669 5587.09765625 4.708658695220947 7.0 +671.2858686534382 5582.46826171875 4.708850383758545 7.0 +671.3063012760176 5590.1025390625 4.709150791168213 7.0 +671.3267336985373 5580.83935546875 4.708275318145752 7.0 +671.3471662209922 5585.138671875 4.709024906158447 7.0 +671.3675988434552 5579.6396484375 4.7081618309021 7.0 +671.3880313659174 5581.29052734375 4.709247589111328 7.0 +671.4084638883141 5584.9072265625 4.708874702453613 7.0 +671.4288964107182 5587.74462890625 4.709740161895752 7.0 +671.4493289331222 5587.4013671875 4.70957088470459 7.0 +671.4697614554607 5581.275390625 4.708755016326904 7.0 +671.4901939777483 5583.73388671875 4.70857572555542 7.0 +671.5106265000941 5580.8076171875 4.708346366882324 7.0 +671.5310590223744 5598.904296875 4.709914684295654 7.0 +671.5514915446038 5586.85595703125 4.709120750427246 7.0 +671.5719240668332 5591.52685546875 4.709150314331055 7.0 +671.592356689056 5594.1552734375 4.709527015686035 7.0 +671.6127891112264 5586.3974609375 4.708766937255859 7.0 +671.6332217333984 5585.73291015625 4.709207534790039 7.0 +671.6536541555033 5590.2421875 4.7094573974609375 7.0 +671.6740866776163 5590.84521484375 4.709470272064209 7.0 +671.6945192997227 5588.6494140625 4.709719181060791 7.0 +671.7149517217767 5596.6298828125 4.71061897277832 7.0 +671.755816865887 5596.71630859375 4.710251331329346 7.0 +671.7762492878755 5593.97216796875 4.710812091827393 7.0 +671.7966818098721 5591.380859375 4.709041118621826 7.0 +671.8171144318039 5595.6767578125 4.710140228271484 7.0 +671.8375468537415 5600.07373046875 4.710427761077881 7.0 +671.8579794756806 5596.14501953125 4.710229873657227 7.0 +671.8784119975608 5596.08837890625 4.71044921875 7.0 +671.8988444194329 5595.330078125 4.709249973297119 7.0 +671.9192770413138 5597.83837890625 4.71005916595459 7.0 +671.9397095631284 5601.40771484375 4.7110915184021 7.0 +671.9601420849503 5598.57373046875 4.710052967071533 7.0 +671.9805746067141 5602.8525390625 4.7100138664245605 7.0 +672.0214396502342 5603.7333984375 4.71129035949707 7.0 +672.0418722719987 5594.56494140625 4.710458755493164 7.0 +672.0623046936962 5594.880859375 4.711002826690674 7.0 +672.0827372154017 5598.59130859375 4.710979461669922 7.0 +672.1031698370498 5592.33447265625 4.710351467132568 7.0 +672.1236022586891 5592.05224609375 4.709844589233398 7.0 +672.1440348803371 5601.60009765625 4.710362434387207 7.0 +672.1848998235073 5589.68359375 4.709474563598633 7.0 +672.2053324450972 5597.49853515625 4.711023330688477 7.0 +672.2257649666863 5600.65478515625 4.710175514221191 7.0 +672.2461973882091 5593.00537109375 4.707564830780029 7.0 +672.2666300097408 5598.4716796875 4.709671497344971 7.0 +672.2870625312135 5596.02978515625 4.709991455078125 7.0 +672.3074949526781 5613.5556640625 4.711367607116699 7.0 +672.3483599956235 5605.3984375 4.710841655731201 7.0 +672.3892251384459 5656.11767578125 4.715235710144043 7.0 +672.4096575598596 5648.68994140625 4.715626239776611 7.0 +672.4300901812094 5627.1806640625 4.712738037109375 7.0 +672.4505227025656 5616.07958984375 4.711790561676025 7.0 +672.4709552238637 5621.71826171875 4.713036060333252 7.0 +672.4913877452127 5629.31005859375 4.713183879852295 7.0 +672.5322527878088 5623.40234375 4.712996482849121 7.0 +672.5526853090414 5624.46923828125 4.712157726287842 7.0 +672.5731178303395 5615.47119140625 4.712465763092041 7.0 +672.5935503515793 5620.7578125 4.71172571182251 7.0 +672.6139829727545 5610.57763671875 4.711238861083984 7.0 +672.6344153939935 5604.27587890625 4.711309909820557 7.0 +672.6548480151687 5615.25927734375 4.711968421936035 7.0 +672.6752805363503 5614.22705078125 4.711379528045654 7.0 +672.695712957473 5617.36181640625 4.711822032928467 7.0 +672.7161455786554 5624.56298828125 4.713024139404297 7.0 +672.7365780997716 5619.75048828125 4.712989330291748 7.0 +672.7570105208943 5619.1689453125 4.712539196014404 7.0 +672.777443141953 5622.1533203125 4.71334171295166 7.0 +672.7978756630182 5623.19921875 4.712602138519287 7.0 +672.8183080840827 5614.25732421875 4.711686134338379 7.0 +672.8387407051487 5616.2333984375 4.711574077606201 7.0 +672.8591732262066 5628.326171875 4.71342658996582 7.0 +672.8796057472136 5625.2744140625 4.712881088256836 7.0 +672.9000382682134 5623.2109375 4.712411880493164 7.0 +672.9204707892204 5622.93994140625 4.7136688232421875 7.0 +672.9409033101692 5636.630859375 4.713809967041016 7.0 +672.961335831118 5622.05078125 4.713529109954834 7.0 +672.9817683520596 5631.3046875 4.713857173919678 7.0 +673.0022008730084 5625.0576171875 4.713226318359375 7.0 +673.02263339395 5641.21875 4.7150468826293945 7.0 +673.0430659148406 5631.2197265625 4.713482856750488 7.0 +673.1043634775051 5640.13037109375 4.715993404388428 7.0 +673.1247960983383 5633.74560546875 4.714629173278809 7.0 +673.1452285191626 5633.39208984375 4.715829849243164 7.0 +673.1656611399958 5633.12255859375 4.715941429138184 7.0 +673.2065260816598 5644.8544921875 4.7171430587768555 7.0 +673.2269587024275 5637.59765625 4.716917514801025 7.0 +673.2473912232017 5630.69189453125 4.716066360473633 7.0 +673.2678236439679 5643.0517578125 4.716313362121582 7.0 +673.2882562647428 5639.82861328125 4.715692520141602 7.0 +673.3086887854588 5648.14599609375 4.716950416564941 7.0 +673.3291212062322 5623.5078125 4.715600490570068 7.0 +673.3495538269417 5635.40771484375 4.716580867767334 7.0 +673.3699863476577 5643.04931640625 4.716233730316162 7.0 +673.390418968309 5643.603515625 4.716557502746582 7.0 +673.4108513890242 5647.32080078125 4.718164920806885 7.0 +673.4312839097402 5643.0810546875 4.717138290405273 7.0 +673.4517165303332 5629.908203125 4.716440200805664 7.0 +673.4721489510484 5642.2568359375 4.717789649963379 7.0 +673.492581471648 5641.1083984375 4.71750020980835 7.0 +673.5130140922993 5649.68408203125 4.718496799468994 7.0 +673.5334465129563 5660.32373046875 4.718823432922363 7.0 +673.5538790335559 5650.17041015625 4.718980312347412 7.0 +673.5743116541489 5647.4267578125 4.717426300048828 7.0 +673.5947440747477 5651.96875 4.718692302703857 7.0 +673.615176695348 5649.16357421875 4.7185235023498535 7.0 +673.6356092158821 5657.18017578125 4.721433639526367 7.0 +673.656041636481 5652.64111328125 4.718967437744141 7.0 +673.6764742570231 5647.4619140625 4.717772006988525 7.0 +673.6969067775572 5653.76806640625 4.7187323570251465 7.0 +673.7173391980978 5652.646484375 4.719048976898193 7.0 +673.7377718186399 5665.46826171875 4.720567226409912 7.0 +673.758204339174 5656.24755859375 4.718928813934326 7.0 +673.7786367596564 5653.7109375 4.71925687789917 7.0 +673.7990693801403 5658.2509765625 4.7193403244018555 7.0 +673.8195019006744 5659.25927734375 4.720653057098389 7.0 +673.8399343211568 5653.2099609375 4.719119548797607 7.0 +673.8603669416407 5663.45947265625 4.72067403793335 7.0 +673.8807994621166 5667.4130859375 4.720698833465576 7.0 +673.9012320825423 5664.78857421875 4.7205681800842285 7.0 +673.9216645030247 5657.90869140625 4.720096111297607 7.0 +673.9420970234423 5666.2041015625 4.720391750335693 7.0 +673.962529643868 5670.80712890625 4.721743583679199 7.0 +673.9829620643504 5661.6103515625 4.720672130584717 7.0 +674.0033945847681 5666.453125 4.720663070678711 7.0 +674.0238272051938 5666.6669921875 4.7207794189453125 7.0 +674.044259625618 5656.67236328125 4.7189555168151855 7.0 +674.0646921459775 5670.6708984375 4.721842288970947 7.0 +674.0851247664032 5670.5771484375 4.721959114074707 7.0 +674.1055572867626 5664.7958984375 4.7216973304748535 7.0 +674.1464223275543 5668.22216796875 4.721762180328369 7.0 +674.1668548479211 5664.52490234375 4.7215046882629395 7.0 +674.1872873682805 5675.70654296875 4.722870349884033 7.0 +674.2077198886473 5683.5625 4.723556995391846 7.0 +674.2281524090067 5675.36962890625 4.722811698913574 7.0 +674.2485849293735 5669.40966796875 4.722301959991455 7.0 +674.2690174497402 5666.15283203125 4.721896648406982 7.0 +674.289449870048 5674.552734375 4.722962856292725 7.0 +674.3303150107167 5674.75244140625 4.722838401794434 7.0 +674.3507476310187 5665.23876953125 4.722282886505127 7.0 +674.3711800513847 5682.99267578125 4.723870754241943 7.0 +674.3916125716933 5669.50048828125 4.722443103790283 7.0 +674.4120451919953 5671.85986328125 4.721706390380859 7.0 +674.432477612303 5678.7900390625 4.722206115722656 7.0 +674.4529101326116 5681.4326171875 4.723806858062744 7.0 +674.4733427529136 5670.39794921875 4.722952365875244 7.0 +674.4937751732214 5680.607421875 4.721767902374268 7.0 +674.5142076934717 5667.31005859375 4.721929550170898 7.0 +674.5346403137737 5670.31591796875 4.722214698791504 7.0 +674.5550727340815 5672.46826171875 4.721418380737305 7.0 +674.5755052543318 5684.994140625 4.723209857940674 7.0 +674.5959378746338 5686.64697265625 4.722979545593262 7.0 +674.6163702949416 5694.154296875 4.725346565246582 7.0 +674.6368029151927 5679.8212890625 4.723189353942871 7.0 +674.6572354354357 5678.89501953125 4.723545074462891 7.0 +674.6776679557443 5689.5458984375 4.72400426864624 7.0 +674.6981004759946 5684.86376953125 4.723620414733887 7.0 +674.7185329962376 5696.74365234375 4.725621700286865 7.0 +674.738965516488 5684.93896484375 4.723698139190674 7.0 +674.7593981367972 5686.9296875 4.724437236785889 7.0 +674.7798305570395 5686.0634765625 4.72440767288208 7.0 +674.8002630772899 5686.3857421875 4.724543571472168 7.0 +674.8411281177832 5687.3193359375 4.724407196044922 7.0 +674.8615607380343 5694.77294921875 4.725000381469727 7.0 +674.8819932582846 5687.19287109375 4.723725318908691 7.0 +674.9024256785269 5692.07958984375 4.724954605102539 7.0 +674.922858298778 5686.47119140625 4.725039958953857 7.0 +674.9432907190276 5684.302734375 4.7247443199157715 7.0 +674.9637232392706 5686.14794921875 4.725407600402832 7.0 +674.9841558595217 5691.38232421875 4.725512981414795 7.0 +675.0045882797713 5696.07861328125 4.725648880004883 7.0 +675.0250208000143 5693.47802734375 4.726249694824219 7.0 +675.0454534202654 5695.51416015625 4.725954532623291 7.0 +675.065885840515 5673.54443359375 4.7238030433654785 7.0 +675.1067509810091 5691.65673828125 4.725186347961426 7.0 +675.1271835012594 5686.1572265625 4.725964546203613 7.0 +675.2089135822462 5699.89697265625 4.726132869720459 7.0 +675.2293461024965 5694.3720703125 4.725991725921631 7.0 +675.2497786227468 5708.92578125 4.7274017333984375 7.0 +675.2702112429906 5695.3193359375 4.726096153259277 7.0 +675.2906436632402 5706.62158203125 4.727389812469482 7.0 +675.311076283484 5694.1875 4.726354122161865 7.0 +675.3315088037343 5698.7626953125 4.726830959320068 7.0 +675.3519412239839 5697.45556640625 4.726140022277832 7.0 +675.3723738442859 5700.662109375 4.727168560028076 7.0 +675.3928063645362 5704.224609375 4.726134300231934 7.0 +675.413238784844 5697.68115234375 4.726217746734619 7.0 +675.4336714050878 5708.384765625 4.727536678314209 7.0 +675.4541039253381 5700.3115234375 4.726268291473389 7.0 +675.4745363456459 5702.92822265625 4.726236820220947 7.0 +675.4949689658897 5692.84765625 4.726253986358643 7.0 +675.5154014861982 5699.5048828125 4.726860046386719 7.0 +675.5358339064478 5699.1884765625 4.726573944091797 7.0 +675.5562665267498 5702.099609375 4.725545406341553 7.0 +675.5766989470576 5703.06494140625 4.7275309562683105 7.0 +675.6175640876099 5702.42822265625 4.726373195648193 7.0 +675.6379965079177 5694.74462890625 4.726807117462158 7.0 +675.658429128227 5701.47607421875 4.727106094360352 7.0 +675.6788616485283 5706.5498046875 4.727444171905518 7.0 +675.7197266891453 5703.24951171875 4.727038860321045 7.0 +675.7401592095048 5694.96044921875 4.726945877075195 7.0 +675.7605917298133 5700.0087890625 4.725925445556641 7.0 +675.8014567704813 5703.509765625 4.727603435516357 7.0 +675.8218893908488 5710.37109375 4.727880954742432 7.0 +675.8423219111573 5694.5009765625 4.726734161376953 7.0 +675.862754331516 5701.30322265625 4.727115154266357 7.0 +675.8831869518835 5704.7177734375 4.727313995361328 7.0 +675.9036194722503 5710.14892578125 4.728035926818848 7.0 +675.924051892609 5697.9541015625 4.726351737976074 7.0 +675.9444845129765 5712.35205078125 4.7282562255859375 7.0 +675.9649170334014 5707.67529296875 4.728560924530029 7.0 +675.9853494537601 5702.142578125 4.726120471954346 7.0 +676.0057820741858 5705.12451171875 4.72676944732666 7.0 +676.046647214971 5710.61083984375 4.729020595550537 7.0 +676.0670796353952 5705.8955078125 4.728896141052246 7.0 +676.0875121558201 5703.13330078125 4.7267231941223145 7.0 +676.1079447762386 5702.15625 4.7276411056518555 7.0 +676.1283771966628 5700.453125 4.727534770965576 7.0 +676.1488097171459 5705.1123046875 4.728067398071289 7.0 +676.1692423375644 5706.5908203125 4.727982044219971 7.0 +676.1896747579885 5711.87255859375 4.728755950927734 7.0 +676.2101072784717 5711.97900390625 4.728742599487305 7.0 +676.2305397989476 5703.59130859375 4.727353096008301 7.0 +676.2509723194307 5708.24560546875 4.728020668029785 7.0 +676.2714049399074 5696.5810546875 4.726758003234863 7.0 +676.291837360448 5710.923828125 4.728383541107178 7.0 +676.3122698809311 5713.20703125 4.729696273803711 7.0 +676.3531350219491 5710.38623046875 4.728869915008545 7.0 +676.3735674424897 5720.01611328125 4.729071140289307 7.0 +676.3940000630246 5716.8466796875 4.728986740112305 7.0 +676.4144325835659 5718.576171875 4.729247570037842 7.0 +676.4348650041647 5721.60986328125 4.728980541229248 7.0 +676.4552976247069 5711.7041015625 4.729005813598633 7.0 +676.4757301452992 5710.75830078125 4.728214740753174 7.0 +676.496162565898 5711.60693359375 4.727767467498779 7.0 +676.516595186491 5714.90673828125 4.7299275398254395 7.0 +676.5370277070906 5708.994140625 4.728438377380371 7.0 +676.5574603276909 5700.60888671875 4.728061199188232 7.0 +676.577892748348 5711.20654296875 4.7289137840271 7.0 +676.5983252689985 5721.2578125 4.730068206787109 7.0 +676.6187578895988 5716.28662109375 4.729055404663086 7.0 +676.6391903103067 5714.92431640625 4.729763031005859 7.0 +676.6596228309645 5708.7412109375 4.728546619415283 7.0 +676.680055451623 5711.98779296875 4.729432582855225 7.0 +676.7004878723383 5707.4638671875 4.729300022125244 7.0 +676.720920393047 5720.8173828125 4.729518413543701 7.0 +676.7413530137637 5709.9482421875 4.729145050048828 7.0 +676.7617854344717 5716.4140625 4.729226589202881 7.0 +676.7822180551884 5710.931640625 4.72870397567749 7.0 +676.8026505759626 5711.67626953125 4.728324890136719 7.0 +676.8230830967295 5721.48779296875 4.729681015014648 7.0 +676.8435156175037 5702.27001953125 4.729200839996338 7.0 +676.8639481382779 5706.9462890625 4.729634761810303 7.0 +676.9048131798772 5712.9033203125 4.729470729827881 7.0 +676.9252457007096 5715.69970703125 4.730162620544434 7.0 +676.9456781215413 5717.8642578125 4.7305521965026855 7.0 +676.9661107423672 5714.4482421875 4.730442047119141 7.0 +676.9865432632578 5711.19921875 4.728386878967285 7.0 +677.0069758840837 5707.72900390625 4.729519367218018 7.0 +677.0274083050317 5719.31689453125 4.730783939361572 7.0 +677.0478408259223 5707.15087890625 4.729014873504639 7.0 +677.0682734468064 5712.7119140625 4.728686809539795 7.0 +677.0887058677545 5713.35107421875 4.7298359870910645 7.0 +677.1091383887033 5705.822265625 4.728612899780273 7.0 +677.1295710096456 5712.4072265625 4.730495452880859 7.0 +677.1500034305936 5718.384765625 4.731011390686035 7.0 +677.1704359516007 5726.67041015625 4.7318620681762695 7.0 +677.1908685726012 5713.18115234375 4.7300825119018555 7.0 +677.2113009936074 5713.5 4.731276035308838 7.0 +677.2317336146152 5724.59423828125 4.731729507446289 7.0 +677.2725985567376 5721.9365234375 4.732292175292969 7.0 +677.2930311778036 5713.8740234375 4.73124885559082 7.0 +677.3134636988616 5715.09619140625 4.731887340545654 7.0 +677.333896219985 5717.830078125 4.731306076049805 7.0 +677.3543287411012 5710.94140625 4.730001926422119 7.0 +677.3747612622828 5705.62744140625 4.729588985443115 7.0 +677.3951937834063 5713.57861328125 4.7309417724609375 7.0 +677.4156263045879 5721.5302734375 4.73065185546875 7.0 +677.4769239681773 5718.97412109375 4.732163429260254 7.0 +677.4973563893582 5717.7724609375 4.731611251831055 7.0 +677.517789010657 5707.8681640625 4.7313337326049805 7.0 +677.5382214318961 5713.6171875 4.731405735015869 7.0 +677.5586539531869 5713.634765625 4.73198127746582 7.0 +677.5790865744857 5706.64990234375 4.731263160705566 7.0 +677.5995189957757 5722.39306640625 4.732449054718018 7.0 +677.619951517132 5725.7880859375 4.732117176055908 7.0 +677.640384138489 5707.46240234375 4.730510711669922 7.0 +677.6608165598445 5716.72607421875 4.732036590576172 7.0 +677.6812490811935 5716.43408203125 4.7319560050964355 7.0 +677.7016817026088 5716.7978515625 4.7323737144470215 7.0 +677.7221141240152 5711.09814453125 4.731489658355713 7.0 +677.7425467454887 5707.0830078125 4.730594635009766 7.0 +677.7629792669031 5714.453125 4.731410026550293 7.0 +677.7834116884333 5716.455078125 4.731576442718506 7.0 +677.8038443098994 5712.5458984375 4.73057746887207 7.0 +677.8242768314303 5715.384765625 4.731518745422363 7.0 +677.8447093529539 5703.0615234375 4.7300639152526855 7.0 +677.8651418744848 5722.7841796875 4.732302665710449 7.0 +677.8855743960739 5708.830078125 4.731266975402832 7.0 +677.9060069176558 5715.037109375 4.731388568878174 7.0 +677.9264394392449 5709.18798828125 4.730654716491699 7.0 +677.967304582533 5720.00537109375 4.732250690460205 7.0 +678.008169525885 5708.275390625 4.729877471923828 7.0 +678.028602147584 5718.072265625 4.7309088706970215 7.0 +678.0490346692895 5709.05712890625 4.731103420257568 7.0 +678.0694670910525 5715.23876953125 4.731479644775391 7.0 +678.0898997128097 5715.51708984375 4.731428623199463 7.0 +678.1103322345734 5711.1923828125 4.730840682983398 7.0 +678.15119727821 5718.15087890625 4.731442928314209 7.0 +678.1716297000894 5720.232421875 4.73256778717041 7.0 +678.1920623219703 5706.8203125 4.73061466217041 7.0 +678.2124948438432 5711.5830078125 4.730740070343018 7.0 +678.2329272657807 5715.2294921875 4.731879711151123 7.0 +678.2533598876616 5714.58984375 4.732034206390381 7.0 +678.2737924096509 5724.58154296875 4.732046127319336 7.0 +678.314657453644 5710.08740234375 4.731117248535156 7.0 +678.3350899756333 5713.62353515625 4.731620788574219 7.0 +678.3555224976881 5712.3095703125 4.731026649475098 7.0 +678.3963875418485 5715.14453125 4.732426643371582 7.0 +678.4168201639623 5714.61572265625 4.731233596801758 7.0 +678.4372525860745 5715.83642578125 4.733090877532959 7.0 +678.4781177304103 5715.234375 4.732674598693848 7.0 +678.4985501526389 5715.45947265625 4.73210334777832 7.0 +678.518982674861 5721.7001953125 4.731122016906738 7.0 +678.5394152970912 5714.431640625 4.730449199676514 7.0 +678.5598478193715 5720.43896484375 4.731611251831055 7.0 +678.5802802416583 5707.58984375 4.729896068572998 7.0 +678.6007128640049 5699.1796875 4.729772567749023 7.0 +678.6211453863507 5716.6591796875 4.732562065124512 7.0 +678.6415779086892 5711.5029296875 4.731677532196045 7.0 +678.6620104310932 5707.60302734375 4.731290340423584 7.0 +678.68244295349 5713.50146484375 4.730264663696289 7.0 +678.7028755759529 5698.7529296875 4.730099678039551 7.0 +678.7437405209348 5707.427734375 4.730822563171387 7.0 +678.7641731434487 5710.546875 4.7323760986328125 7.0 +678.7846055659684 5704.95849609375 4.730387210845947 7.0 +678.8459031337552 5714.3017578125 4.732595443725586 7.0 +678.8663357563855 5704.599609375 4.732641696929932 7.0 +678.8867681790798 5704.111328125 4.731942176818848 7.0 +678.9072007017749 5708.86279296875 4.733127117156982 7.0 +678.9276333244634 5703.6650390625 4.732227325439453 7.0 +678.9480657472159 5703.240234375 4.731542110443115 7.0 +678.9889308927741 5703.3994140625 4.731667995452881 7.0 +679.009363315643 5703.408203125 4.73237419128418 7.0 +679.0297958384544 5708.8876953125 4.732470989227295 7.0 +679.0502284613758 5695.38720703125 4.731931209564209 7.0 +679.0706609842455 5706.5908203125 4.733225345611572 7.0 +679.0910934072308 5711.69677734375 4.733847141265869 7.0 +679.1115260301522 5705.70068359375 4.732876300811768 7.0 +679.1523910761825 5706.57666015625 4.7323317527771 7.0 +679.1728235992196 5712.14794921875 4.733314037322998 7.0 +679.193256122322 5709.66943359375 4.733245849609375 7.0 +679.2136887453671 5697.689453125 4.73047399520874 7.0 +679.2341211685198 5708.2890625 4.732124328613281 7.0 +679.2545536916805 5702.328125 4.7322163581848145 7.0 +679.274986314842 5707.66357421875 4.7328619956970215 7.0 +679.295418738111 5702.65576171875 4.731900215148926 7.0 +679.31585126133 5707.984375 4.732684135437012 7.0 +679.3362838846078 5698.96728515625 4.732274055480957 7.0 +679.3567163079351 5701.92041015625 4.732516288757324 7.0 +679.377148931213 5706.2001953125 4.731534957885742 7.0 +679.3975814546066 5698.2041015625 4.731019973754883 7.0 +679.418013877992 5694.53076171875 4.730787754058838 7.0 +679.4384465013864 5688.99169921875 4.731564044952393 7.0 +679.47931144834 5691.19775390625 4.730960845947266 7.0 +679.4997440718507 5696.50048828125 4.73104190826416 7.0 +679.5201764954181 5691.2373046875 4.731151580810547 7.0 +679.5406090189208 5700.708984375 4.731913089752197 7.0 +679.5610416425479 5705.2236328125 4.732463359832764 7.0 +679.5814741661743 5700.17919921875 4.732928276062012 7.0 +679.6019066898516 5705.2490234375 4.73258638381958 7.0 +679.6223392135362 5703.17431640625 4.732419013977051 7.0 +679.642771737279 5700.04736328125 4.731189727783203 7.0 +679.6632042610145 5703.5029296875 4.732979774475098 7.0 +679.6836367848155 5711.140625 4.733315467834473 7.0 +679.7040693086165 5694.0693359375 4.731705188751221 7.0 +679.7245019324691 5691.35205078125 4.73206090927124 7.0 +679.7449343563276 5699.18603515625 4.731800556182861 7.0 +679.7653668802377 5688.34228515625 4.730415344238281 7.0 +679.7857995041559 5697.8154296875 4.7318115234375 7.0 +679.8062319281889 5685.54248046875 4.730289936065674 7.0 +679.8470970761919 5693.1513671875 4.730531215667725 7.0 +679.8675295002831 5692.5927734375 4.7314863204956055 7.0 +679.8879621243686 5692.94189453125 4.731736183166504 7.0 +679.9083946485189 5695.17236328125 4.732147216796875 7.0 +679.9288270726684 5692.8818359375 4.731358528137207 7.0 +679.9492596968703 5698.7177734375 4.73209285736084 7.0 +679.9696922211369 5694.40771484375 4.732675552368164 7.0 +679.9901246454028 5692.4462890625 4.732150077819824 7.0 +680.0105572697212 5690.77978515625 4.731986999511719 7.0 +680.030989794046 5698.16943359375 4.732309341430664 7.0 +680.0718548428049 5682.15673828125 4.730288505554199 7.0 +680.0922873672462 5682.13037109375 4.731260299682617 7.0 +680.1127198917457 5692.7646484375 4.732180118560791 7.0 +680.1331524162379 5687.49267578125 4.731821537017822 7.0 +680.1535849407956 5694.5458984375 4.731413841247559 7.0 +680.1740174653532 5682.30810546875 4.730105876922607 7.0 +680.1944499899619 5682.78955078125 4.730216979980469 7.0 +680.2148825146069 5694.61962890625 4.7325897216796875 7.0 +680.2353151393108 5683.0205078125 4.730524063110352 7.0 +680.255747564006 5686.8466796875 4.732748985290527 7.0 +680.2761801887682 5676.20947265625 4.7298431396484375 7.0 +680.2966127135587 5687.03271484375 4.73180627822876 7.0 +680.3170451383703 5687.490234375 4.731625080108643 7.0 +680.3374777632198 5688.35595703125 4.73038911819458 7.0 +680.3579102881267 5688.30126953125 4.7316694259643555 7.0 +680.3783427130547 5689.7451171875 4.73069953918457 7.0 +680.3987753380206 5685.06884765625 4.730990886688232 7.0 +680.4396402880593 5689.00048828125 4.730586051940918 7.0 +680.4600729131125 5680.51025390625 4.729992866516113 7.0 +680.4805054382232 5679.02197265625 4.730374336242676 7.0 +680.5009380633564 5676.33056640625 4.729608535766602 7.0 +680.5213704885537 5691.52880859375 4.731616973876953 7.0 +680.5418030137807 5690.4697265625 4.731660842895508 7.0 +680.5622356390595 5684.142578125 4.730617046356201 7.0 +680.582668064344 5672.58740234375 4.73054313659668 7.0 +680.6439656404546 5684.12646484375 4.7309889793396 7.0 +680.6643981659145 5672.0634765625 4.730020999908447 7.0 +680.7052633169151 5671.4892578125 4.72825288772583 7.0 +680.7256958424841 5681.27001953125 4.7296295166015625 7.0 +680.7461283680605 5679.12841796875 4.730683326721191 7.0 +680.7869934193877 5673.45458984375 4.729247570037842 7.0 +680.8074259451023 5674.9248046875 4.729640007019043 7.0 +680.8278583708525 5666.82763671875 4.7300496101379395 7.0 +680.8482909966551 5667.408203125 4.7288289070129395 7.0 +680.8687235224934 5674.9091796875 4.729552268981934 7.0 +680.88915594836 5674.47412109375 4.730235576629639 7.0 +680.9095885742863 5669.6630859375 4.729680061340332 7.0 +680.9300211002337 5672.3642578125 4.729944705963135 7.0 +680.9708861522522 5664.109375 4.72807502746582 7.0 +680.9913186783233 5660.1826171875 4.727484703063965 7.0 +681.0117513044243 5670.859375 4.729710102081299 7.0 +681.0321837305819 5668.11083984375 4.72849702835083 7.0 +681.0526162567912 5672.06103515625 4.730039119720459 7.0 +681.0934813092754 5666.08740234375 4.729485034942627 7.0 +681.1343464619422 5649.9775390625 4.728943347930908 7.0 +681.1547788883618 5662.28515625 4.730221748352051 7.0 +681.1752115147756 5665.34814453125 4.729780673980713 7.0 +681.1956440412541 5670.7705078125 4.7315592765808105 7.0 +681.2160765677836 5662.70166015625 4.730600833892822 7.0 +681.2365090943495 5665.8701171875 4.731306076049805 7.0 +681.2569416209735 5665.26171875 4.729809284210205 7.0 +681.2773741476194 5661.37255859375 4.729508876800537 7.0 +681.2978066743017 5662.1494140625 4.7301764488220215 7.0 +681.3182392010422 5654.3359375 4.728525161743164 7.0 +681.3386717278045 5655.21533203125 4.7289934158325195 7.0 +681.3591042546323 5656.357421875 4.729307651519775 7.0 +681.3795367814892 5653.83056640625 4.7275261878967285 7.0 +681.399969308397 5658.8212890625 4.728264808654785 7.0 +681.4204018353412 5646.91015625 4.7282562255859375 7.0 +681.4408343623145 5655.8662109375 4.7285003662109375 7.0 +681.4612669893395 5645.32958984375 4.728214263916016 7.0 +681.4816994164285 5654.70263671875 4.728550434112549 7.0 +681.5021319435473 5645.3896484375 4.728780746459961 7.0 +681.5225645707178 5661.4501953125 4.728987216949463 7.0 +681.5429969979232 5661.28662109375 4.72987174987793 7.0 +681.5634295251584 5651.146484375 4.728879928588867 7.0 +681.6042945797963 5654.67431640625 4.72978401184082 7.0 +681.6247272072069 5666.8671875 4.732093334197998 7.0 +681.6451597346095 5642.439453125 4.728956699371338 7.0 +681.6655921620768 5655.533203125 4.731337547302246 7.0 +681.6860247896038 5643.25927734375 4.729201316833496 7.0 +681.706457317181 5638.203125 4.729123592376709 7.0 +681.7268897447648 5651.1416015625 4.729727268218994 7.0 +681.7473223724373 5640.294921875 4.727255821228027 7.0 +681.767754900131 5652.7919921875 4.729590892791748 7.0 +681.788187427861 5643.45849609375 4.728921890258789 7.0 +681.8086199556783 5652.31494140625 4.729598045349121 7.0 +681.8290524834883 5641.23291015625 4.729185581207275 7.0 +681.8494851113646 5643.1943359375 4.7292890548706055 7.0 +681.8699176392984 5641.69775390625 4.728630542755127 7.0 +681.8903500672823 5635.13427734375 4.728428363800049 7.0 +681.9107826953041 5646.189453125 4.7296142578125 7.0 +681.931215223347 5642.728515625 4.729374408721924 7.0 +681.9516476514837 5639.17431640625 4.728531360626221 7.0 +681.972080279651 5643.23828125 4.728089332580566 7.0 +681.9925128078467 5641.43115234375 4.7298150062561035 7.0 +682.0129452360925 5640.63623046875 4.7286376953125 7.0 +682.0333778643762 5632.99365234375 4.728708744049072 7.0 +682.0538102927458 5626.01806640625 4.727753162384033 7.0 +682.0742429211386 5626.53759765625 4.728346347808838 7.0 +682.0946754495671 5629.181640625 4.728403568267822 7.0 +682.1151078780822 5633.2021484375 4.729307651519775 7.0 +682.1355405066206 5630.376953125 4.729119777679443 7.0 +682.1559730351946 5638.98193359375 4.7299041748046875 7.0 +682.1764054638479 5620.91796875 4.728332996368408 7.0 +682.19683809251 5626.01708984375 4.72965669631958 7.0 +682.2172706212586 5624.669921875 4.729234218597412 7.0 +682.2377030500356 5624.0361328125 4.728336334228516 7.0 +682.2581356788651 5622.77978515625 4.728128910064697 7.0 +682.2785682077592 5629.2392578125 4.728938102722168 7.0 +682.299000836676 5624.99609375 4.728616714477539 7.0 +682.3194332656567 5632.8583984375 4.729280471801758 7.0 +682.3398657946673 5625.4951171875 4.728216171264648 7.0 +682.3602984237295 5638.24609375 4.731046676635742 7.0 +682.3807308528849 5627.2236328125 4.7288641929626465 7.0 +682.401163382041 5610.56103515625 4.72818660736084 7.0 +682.4215960112779 5618.5595703125 4.728418350219727 7.0 +682.4420285405504 5619.79248046875 4.728955268859863 7.0 +682.4624609698803 5617.99609375 4.728312015533447 7.0 +682.4828935992336 5607.63916015625 4.728646755218506 7.0 +682.5033261286808 5620.78466796875 4.728321075439453 7.0 +682.523758658157 5612.35107421875 4.728896141052246 7.0 +682.5441911876551 5616.9501953125 4.729091167449951 7.0 +682.5646237172477 5611.2919921875 4.728185176849365 7.0 +682.5850562468695 5613.83837890625 4.728440284729004 7.0 +682.6054887765422 5611.1962890625 4.7280449867248535 7.0 +682.6259213062804 5610.8203125 4.728687286376953 7.0 +682.666786365895 5610.2275390625 4.727687835693359 7.0 +682.6872189957794 5611.095703125 4.728250980377197 7.0 +682.7076514257205 5612.4873046875 4.7278923988342285 7.0 +682.7280839557134 5595.15234375 4.726438999176025 7.0 +682.7485165857433 5607.94189453125 4.727774620056152 7.0 +682.76894901583 5608.52392578125 4.728587627410889 7.0 +682.7893815459975 5603.26318359375 4.728312969207764 7.0 +682.809814176173 5599.2001953125 4.727295398712158 7.0 +682.8302466064342 5596.98876953125 4.726820468902588 7.0 +682.8506791367472 5600.38818359375 4.72761869430542 7.0 +682.8711117670973 5602.38818359375 4.727972030639648 7.0 +682.8915441975041 5594.76171875 4.726597785949707 7.0 +682.9119768279634 5598.8642578125 4.727592468261719 7.0 +682.9528418890404 5599.78271484375 4.727987766265869 7.0 +682.993706950343 5596.06689453125 4.7278151512146 7.0 +683.0141394810635 5595.052734375 4.727485179901123 7.0 +683.0345720118785 5601.40771484375 4.727831840515137 7.0 +683.0550045427226 5599.4658203125 4.727639675140381 7.0 +683.0958697045207 5589.31787109375 4.727173805236816 7.0 +683.1163021355387 5591.0517578125 4.727282524108887 7.0 +683.1367347666092 5586.8623046875 4.726779937744141 7.0 +683.1775997288787 5587.2705078125 4.726024150848389 7.0 +683.1980323600947 5594.24072265625 4.728641033172607 7.0 +683.2184648913753 5592.88037109375 4.727389812469482 7.0 +683.2388973227135 5586.91650390625 4.726822853088379 7.0 +683.259329954104 5580.47119140625 4.72700309753418 7.0 +683.3206275485791 5596.60888671875 4.727760314941406 7.0 +683.341060080209 5594.486328125 4.728499412536621 7.0 +683.361492611868 5584.9765625 4.727069854736328 7.0 +683.381925143578 5584.96435546875 4.727680683135986 7.0 +683.4023575753818 5592.3251953125 4.728399276733398 7.0 +683.4227902072162 5591.16796875 4.727498531341553 7.0 +683.4432227391007 5585.90087890625 4.72756814956665 7.0 +683.4636552710508 5583.826171875 4.727281093597412 7.0 +683.4840878030591 5586.34765625 4.726711750030518 7.0 +683.5045203351183 5578.36376953125 4.726433753967285 7.0 +683.524952867243 5589.87060546875 4.726791858673096 7.0 +683.5658179316597 5572.8505859375 4.7262420654296875 7.0 +683.5862505639598 5582.49169921875 4.727516174316406 7.0 +683.6066829963165 5588.775390625 4.727371692657471 7.0 +683.627115528725 5574.9482421875 4.726173400878906 7.0 +683.6679806937027 5590.4677734375 4.726934909820557 7.0 +683.6884131263141 5576.45849609375 4.726478099822998 7.0 +683.7088457589343 5574.44677734375 4.726284980773926 7.0 +683.7292782916411 5579.908203125 4.727112770080566 7.0 +683.7497107244271 5572.92626953125 4.725625991821289 7.0 +683.770143357222 5577.75390625 4.7269978523254395 7.0 +683.7905758901034 5577.6318359375 4.726367473602295 7.0 +683.8110085230364 5575.666015625 4.725834846496582 7.0 +683.8314409560626 5580.6748046875 4.726611614227295 7.0 +683.8518734891186 5585.0234375 4.72676944732666 7.0 +683.8723061222263 5574.515625 4.72572660446167 7.0 +683.8927385554271 5578.1044921875 4.726466178894043 7.0 +683.9131710886577 5576.1416015625 4.72620964050293 7.0 +683.9336036219393 5569.37646484375 4.725182056427002 7.0 +683.9540361553154 5575.90234375 4.726705074310303 7.0 +683.9744686887207 5578.52294921875 4.727134704589844 7.0 +683.994901222206 5561.5234375 4.725660800933838 7.0 +684.0153337557567 5579.81494140625 4.726809024810791 7.0 +684.0357663893374 5567.4287109375 4.725057601928711 7.0 +684.0561988229965 5565.28662109375 4.725220680236816 7.0 +684.0766313567219 5572.634765625 4.724960803985596 7.0 +684.1174965243699 5564.68310546875 4.725395202636719 7.0 +684.1379289582692 5567.92333984375 4.72597599029541 7.0 +684.1583615922282 5555.8212890625 4.724961757659912 7.0 +684.1787941262664 5565.17529296875 4.725616931915283 7.0 +684.1992266603411 5567.4892578125 4.725560188293457 7.0 +684.2196591944958 5571.154296875 4.726821422576904 7.0 +684.2400917287159 5576.57666015625 4.726928234100342 7.0 +684.260524362995 5567.4326171875 4.7261247634887695 7.0 +684.28095679736 5574.69384765625 4.726484775543213 7.0 +684.3013893317475 5569.85693359375 4.725403308868408 7.0 +684.3218219662012 5574.34619140625 4.726457118988037 7.0 +684.3422544007335 5567.9853515625 4.725406646728516 7.0 +684.362686935332 5568.20068359375 4.725920677185059 7.0 +684.4035520047037 5565.013671875 4.726083755493164 7.0 +684.4239846394994 5559.31494140625 4.725641250610352 7.0 +684.4444171743307 5579.86328125 4.7266926765441895 7.0 +684.4648496092414 5565.8232421875 4.725839614868164 7.0 +684.505714779254 5569.82958984375 4.725712776184082 7.0 +684.5261472143757 5570.65869140625 4.727096080780029 7.0 +684.5465798495206 5567.1357421875 4.726552486419678 7.0 +684.5670122847587 5575.68017578125 4.727420806884766 7.0 +684.5874449200492 5569.4697265625 4.727201461791992 7.0 +684.6078774554044 5568.42529296875 4.72677755355835 7.0 +684.6283099908178 5568.39501953125 4.727048873901367 7.0 +684.6487425263113 5566.46875 4.726710796356201 7.0 +684.6691750618702 5561.9267578125 4.727101802825928 7.0 +684.6896075974873 5567.35400390625 4.726301670074463 7.0 +684.7100401331845 5574.541015625 4.726707458496094 7.0 +684.7304726689472 5572.04296875 4.727510929107666 7.0 +684.7509052047535 5567.63330078125 4.726989269256592 7.0 +684.7713377406399 5566.80419921875 4.726624488830566 7.0 +684.7917702765772 5561.24951171875 4.724429607391357 7.0 +684.8122028126018 5558.4462890625 4.724915504455566 7.0 +684.832635448678 5572.1875 4.726772308349609 7.0 +684.8530678848183 5569.51123046875 4.726869583129883 7.0 +684.8735005210474 5570.60791015625 4.726565837860107 7.0 +684.8939330573266 5572.154296875 4.727093696594238 7.0 +684.9143654936706 5571.29736328125 4.726855278015137 7.0 +684.9347981300816 5565.5322265625 4.725948810577393 7.0 +684.9552306665573 5564.35791015625 4.726691722869873 7.0 +684.975663103105 5578.6318359375 4.727041244506836 7.0 +684.9960957397416 5569.06982421875 4.726682662963867 7.0 +685.0165282763992 5567.412109375 4.727169513702393 7.0 +685.0369607131652 5568.998046875 4.726590156555176 7.0 +685.0573933499836 5577.93408203125 4.7267165184021 7.0 +685.0778258868668 5574.76953125 4.727682113647461 7.0 +685.0982585238235 5571.65478515625 4.726734638214111 7.0 +685.1186909608514 5580.65087890625 4.727930545806885 7.0 +685.1391234979455 5569.91162109375 4.726583480834961 7.0 +685.159556135106 5581.67822265625 4.727695941925049 7.0 +685.1799885723158 5577.3857421875 4.7271857261657715 7.0 +685.200421109621 5583.748046875 4.727827072143555 7.0 +685.2208536469843 5572.396484375 4.727472305297852 7.0 +685.2617188219228 5569.5703125 4.726091384887695 7.0 +685.2821512595037 5572.78076171875 4.726741790771484 7.0 +685.3025837971509 5579.9765625 4.727294445037842 7.0 +685.3230164348643 5575.28759765625 4.727567672729492 7.0 +685.3434489726351 5570.96484375 4.726760387420654 7.0 +685.3638814104925 5581.537109375 4.7285027503967285 7.0 +685.3843140484023 5577.00146484375 4.7269463539123535 7.0 +685.404746586406 5582.541015625 4.72715950012207 7.0 +685.4456116626097 5570.7529296875 4.726384162902832 7.0 +685.4660442008026 5580.47802734375 4.727579116821289 7.0 +685.4864768390762 5579.22802734375 4.728111743927002 7.0 +685.5069092774283 5576.87646484375 4.728250503540039 7.0 +685.5273418158395 5596.92822265625 4.728935241699219 7.0 +685.5477744543168 5582.2763671875 4.728058815002441 7.0 +685.5682068928872 5578.84521484375 4.727198123931885 7.0 +685.6090720702123 5632.62890625 4.733553409576416 7.0 +685.6295045089864 5596.291015625 4.730441093444824 7.0 +685.6499370478341 5591.70947265625 4.729238033294678 7.0 +685.670369686748 5592.70751953125 4.729978561401367 7.0 +685.6908021257259 5591.0517578125 4.730085849761963 7.0 +685.7112347648072 5583.8076171875 4.728503704071045 7.0 +685.7316673039386 5583.70849609375 4.727928161621094 7.0 +685.7520997431347 5584.3251953125 4.728910446166992 7.0 +685.7725323824197 5590.07666015625 4.7299652099609375 7.0 +685.7929649217549 5595.17138671875 4.7291646003723145 7.0 +685.8133974611846 5589.81005859375 4.7296037673950195 7.0 +685.8338300006872 5587.107421875 4.729365825653076 7.0 +685.8542625402551 5590.26806640625 4.728625774383545 7.0 +685.8746950799032 5589.880859375 4.729992866516113 7.0 +685.895127619624 5595.66552734375 4.729958534240723 7.0 +685.9155601594102 5586.7724609375 4.729568958282471 7.0 +685.9359926992765 5591.26171875 4.729878902435303 7.0 +685.9564252392156 5583.60546875 4.729388236999512 7.0 +685.9768577792202 5586.42529296875 4.730279445648193 7.0 +685.9972904193055 5597.74365234375 4.731511116027832 7.0 +686.0177228594766 5590.46337890625 4.7301249504089355 7.0 +686.038155399714 5597.30126953125 4.7300872802734375 7.0 +686.0585880400176 5595.66357421875 4.731040954589844 7.0 +686.079020480407 5604.19921875 4.731268405914307 7.0 +686.0994530208627 5600.95849609375 4.730678558349609 7.0 +686.1198856613846 5601.14599609375 4.731321334838867 7.0 +686.1403181020069 5596.70361328125 4.729959487915039 7.0 +686.1607507426816 5603.80224609375 4.7314772605896 7.0 +686.1811832834501 5601.8720703125 4.7318243980407715 7.0 +686.2016157243052 5591.6416015625 4.729843616485596 7.0 +686.2220483651836 5589.3701171875 4.730106353759766 7.0 +686.2424809061849 5591.95703125 4.730311393737793 7.0 +686.2629133472583 5594.13037109375 4.730106353759766 7.0 +686.2833459883841 5608.91943359375 4.732048511505127 7.0 +686.3037785296037 5604.02783203125 4.732672214508057 7.0 +686.3242111708896 5604.7841796875 4.732048511505127 7.0 +686.344643612254 5603.81201171875 4.7306904792785645 7.0 +686.365076153721 5594.87548828125 4.731409549713135 7.0 +686.4059412368224 5594.72607421875 4.731062889099121 7.0 +686.4468064202447 5592.48828125 4.731719017028809 7.0 +686.46723896209 5601.99169921875 4.732369422912598 7.0 +686.4876714040074 5598.14697265625 4.731612682342529 7.0 +686.5081040459772 5604.24365234375 4.7317304611206055 7.0 +686.5489691301918 5614.64111328125 4.732832908630371 7.0 +686.5694016724083 5602.97900390625 4.732828140258789 7.0 +686.5898341147185 5612.4736328125 4.732084274291992 7.0 +686.6102667570885 5616.54345703125 4.7334065437316895 7.0 +686.6306992995378 5606.40771484375 4.732722759246826 7.0 +686.6511317420809 5617.4990234375 4.734619140625 7.0 +686.6715643846837 5613.64013671875 4.731816291809082 7.0 +686.6919969273658 5621.9658203125 4.733983993530273 7.0 +686.7124293701418 5615.95947265625 4.733251094818115 7.0 +686.7328620130065 5614.41552734375 4.733532428741455 7.0 +686.7532945559215 5620.2666015625 4.732953071594238 7.0 +686.7941596420278 5611.26416015625 4.733945369720459 7.0 +686.8145921851756 5614.18701171875 4.7336225509643555 7.0 +686.8350248284187 5613.1806640625 4.732905387878418 7.0 +686.8758898151573 5619.67041015625 4.7346510887146 7.0 +686.8963224586478 5623.875 4.733817100524902 7.0 +686.916754902224 5621.40087890625 4.733944892883301 7.0 +686.9371874458666 5616.15771484375 4.7341084480285645 7.0 +686.9984851772897 5625.251953125 4.735167026519775 7.0 +687.0189177212742 5623.546875 4.735351085662842 7.0 +687.0393502653169 5625.42919921875 4.7336225509643555 7.0 +687.0597828094542 5621.3369140625 4.735024929046631 7.0 +687.1006478979689 5629.2314453125 4.735007286071777 7.0 +687.1210804423463 5623.30712890625 4.734231472015381 7.0 +687.141512986811 5630.595703125 4.73596715927124 7.0 +687.1619455313485 5628.8203125 4.7364044189453125 7.0 +687.1823780759732 5633.45458984375 4.7356390953063965 7.0 +687.2028106206853 5620.42138671875 4.734914302825928 7.0 +687.2232432654637 5628.7158203125 4.734682559967041 7.0 +687.2436757103424 5629.9921875 4.735739231109619 7.0 +687.2641082553018 5624.8046875 4.735814571380615 7.0 +687.2845409003348 5630.70068359375 4.736114978790283 7.0 +687.3049733454609 5627.8359375 4.73629903793335 7.0 +687.3254058906678 5628.296875 4.735565185546875 7.0 +687.3458385359409 5630.361328125 4.735881328582764 7.0 +687.3662709813216 5641.8388671875 4.736922264099121 7.0 +687.3867036267766 5631.84228515625 4.737309455871582 7.0 +687.4071361723109 5632.79443359375 4.736522197723389 7.0 +687.427568617939 5631.2177734375 4.736215591430664 7.0 +687.4480012636486 5635.087890625 4.736739635467529 7.0 +687.488866255313 5625.2255859375 4.736449718475342 7.0 +687.5092989012774 5639.17431640625 4.737039089202881 7.0 +687.5297314473064 5640.41455078125 4.737833023071289 7.0 +687.5501639934446 5635.21826171875 4.735330581665039 7.0 +687.5705965396628 5640.15966796875 4.736917018890381 7.0 +687.5910290859465 5640.15576171875 4.737247943878174 7.0 +687.6318941788122 5639.0859375 4.737289905548096 7.0 +687.6523267253579 5637.37890625 4.737614631652832 7.0 +687.6727593719988 5628.68798828125 4.736654281616211 7.0 +687.6931919187264 5641.80322265625 4.736459255218506 7.0 +687.7136243655332 5639.5517578125 4.737520694732666 7.0 +687.7340570124288 5636.5576171875 4.736101150512695 7.0 +687.7544895594183 5648.42236328125 4.738260269165039 7.0 +687.774922006487 5638.37890625 4.737680912017822 7.0 +687.7953546536446 5639.58056640625 4.735687732696533 7.0 +687.8157871008952 5646.1484375 4.737998008728027 7.0 +687.8362197482056 5644.80029296875 4.737191200256348 7.0 +687.8566522956316 5646.248046875 4.73755407333374 7.0 +687.8770847431442 5648.53369140625 4.738231182098389 7.0 +687.8975173907165 5645.87353515625 4.738430500030518 7.0 +687.9179499383972 5641.2294921875 4.737516403198242 7.0 +687.9383823861717 5648.6708984375 4.737321376800537 7.0 +687.9588150340132 5645.158203125 4.737185478210449 7.0 +687.9792475819559 5643.91455078125 4.7372026443481445 7.0 +687.9996800299923 5648.8369140625 4.735522270202637 7.0 +688.0201126780958 5648.07177734375 4.737393379211426 7.0 +688.0405452263003 5637.68359375 4.737008094787598 7.0 +688.0609778745857 5645.69873046875 4.737658500671387 7.0 +688.0814103229714 5658.80029296875 4.738831996917725 7.0 +688.1018428714451 5651.50634765625 4.737726211547852 7.0 +688.1222755199997 5646.89453125 4.737813472747803 7.0 +688.14270796864 5641.99951171875 4.736897945404053 7.0 +688.1631405173757 5656.67236328125 4.738839149475098 7.0 +688.1835731661995 5648.3203125 4.738405227661133 7.0 +688.224438164114 5644.27490234375 4.738414287567139 7.0 +688.244870813207 5655.19580078125 4.739226341247559 7.0 +688.2857359116533 5658.517578125 4.737944602966309 7.0 +688.3061684610147 5648.16552734375 4.738164901733398 7.0 +688.3266010104635 5649.21044921875 4.737451076507568 7.0 +688.3470336600003 5648.23876953125 4.737794399261475 7.0 +688.3674661096447 5657.1767578125 4.739712715148926 7.0 +688.3878986593554 5652.66650390625 4.737288475036621 7.0 +688.4083313091687 5666.3681640625 4.740532398223877 7.0 +688.4287637590678 5664.12060546875 4.74032735824585 7.0 +688.4491964090557 5665.6220703125 4.740767002105713 7.0 +688.4900614093276 5659.51416015625 4.738577365875244 7.0 +688.510494059592 5663.31640625 4.739128112792969 7.0 +688.5309265099495 5661.73681640625 4.739790916442871 7.0 +688.551359060395 5654.40673828125 4.738466262817383 7.0 +688.5717917109359 5668.244140625 4.7401533126831055 7.0 +688.5922241615699 5649.7431640625 4.739336967468262 7.0 +688.6126567122992 5661.9658203125 4.739445209503174 7.0 +688.6330893631093 5655.8017578125 4.738733291625977 7.0 +688.6535218140198 5660.17724609375 4.73810338973999 7.0 +688.6739544650118 5657.4482421875 4.7396769523620605 7.0 +688.6943870161122 5662.84375 4.738733768463135 7.0 +688.7148195672999 5668.37548828125 4.7410888671875 7.0 +688.7352521185749 5664.13818359375 4.7389397621154785 7.0 +688.7556846699517 5652.36865234375 4.7384934425354 7.0 +688.7761172214086 5654.60009765625 4.7376885414123535 7.0 +688.7965497729674 5660.3857421875 4.739020347595215 7.0 +688.8169823246208 5672.82470703125 4.741446018218994 7.0 +688.8578475281975 5673.27587890625 4.739900588989258 7.0 +688.8782799801338 5660.8896484375 4.73965311050415 7.0 +688.898712632159 5669.6142578125 4.7402191162109375 7.0 +688.9191451842707 5664.21728515625 4.740139961242676 7.0 +688.9395776364981 5668.71044921875 4.741291522979736 7.0 +688.9600102887998 5661.29541015625 4.739792346954346 7.0 +688.9804428411953 5667.52490234375 4.740599155426025 7.0 +689.0008752937065 5671.20068359375 4.739178657531738 7.0 +689.0213079462847 5669.3447265625 4.740771293640137 7.0 +689.0621729517661 5666.53662109375 4.7408223152160645 7.0 +689.0826056046426 5664.5634765625 4.741100788116455 7.0 +689.1030380576049 5667.64208984375 4.741208076477051 7.0 +689.1234707106705 5675.0576171875 4.7414164543151855 7.0 +689.1439032638373 5667.59228515625 4.740085601806641 7.0 +689.1643357170906 5673.43310546875 4.739922046661377 7.0 +689.1847683704473 5664.873046875 4.740360260009766 7.0 +689.2052009239051 5674.23388671875 4.7412190437316895 7.0 +689.2256334774356 5664.3037109375 4.740377902984619 7.0 +689.2460660310826 5669.7529296875 4.74117374420166 7.0 +689.2664985848314 5672.4560546875 4.741992473602295 7.0 +689.2869312386465 5675.82763671875 4.741070747375488 7.0 +689.307363692591 5664.392578125 4.739129066467285 7.0 +689.3277962466236 5674.56396484375 4.741584777832031 7.0 +689.348228900737 5674.2685546875 4.740688800811768 7.0 +689.3686614549588 5671.93603515625 4.741973400115967 7.0 +689.3890939092889 5667.44384765625 4.74181604385376 7.0 +689.4095265636934 5673.41552734375 4.7421488761901855 7.0 +689.4299591182134 5673.81640625 4.743964195251465 7.0 +689.4708242275374 5662.00537109375 4.74178409576416 7.0 +689.4912567823412 5670.33740234375 4.7422661781311035 7.0 +689.5116893372397 5675.7099609375 4.742544174194336 7.0 +689.5321218922472 5676.10498046875 4.742659091949463 7.0 +689.5525544473494 5676.62060546875 4.742720127105713 7.0 +689.5729871025396 5680.59375 4.743010520935059 7.0 +689.593419557852 5673.111328125 4.7411322593688965 7.0 +689.6138521132452 5672.7568359375 4.741450786590576 7.0 +689.6342847687338 5672.40869140625 4.7425761222839355 7.0 +689.6547172243372 5674.98095703125 4.743142127990723 7.0 +689.6751497800287 5674.64208984375 4.741171360015869 7.0 +689.6955824358156 5678.19482421875 4.743969917297363 7.0 +689.7160148917174 5680.19091796875 4.7426629066467285 7.0 +689.7364475477007 5678.68359375 4.742183208465576 7.0 +689.7568800037989 5678.357421875 4.743064880371094 7.0 +689.7773125599924 5680.70458984375 4.740716457366943 7.0 +689.7977452162886 5690.6767578125 4.742414474487305 7.0 +689.8181776726706 5683.54833984375 4.742143154144287 7.0 +689.8386102291697 5675.55322265625 4.742361545562744 7.0 +689.8590428857569 5679.70751953125 4.742850303649902 7.0 +689.8794753424445 5678.49951171875 4.74277925491333 7.0 +689.899907899242 5679.08056640625 4.743095874786377 7.0 +689.920340556142 5687.38427734375 4.7432475090026855 7.0 +689.9407731131214 5683.22119140625 4.743495941162109 7.0 +689.9612056702244 5676.6103515625 4.74310302734375 7.0 +689.9816382274294 5680.20263671875 4.742557525634766 7.0 +690.0020707847143 5677.056640625 4.743310451507568 7.0 +690.0225034421164 5675.17333984375 4.744433403015137 7.0 +690.0838011149244 5681.8115234375 4.743773460388184 7.0 +690.1042335727398 5689.20751953125 4.745716094970703 7.0 +690.1246662306439 5679.94775390625 4.742471694946289 7.0 +690.1450987886492 5676.86669921875 4.74457311630249 7.0 +690.1655312467701 5686.322265625 4.743856430053711 7.0 +690.206396463298 5676.58056640625 4.74324893951416 7.0 +690.2268289217245 5679.5048828125 4.739909648895264 7.0 +691.1462944593222 5683.33935546875 4.74290657043457 7.0 +691.1871595860357 5698.42626953125 4.745860576629639 7.0 +691.2075921495489 5698.61669921875 4.745819568634033 7.0 +691.2280247131712 5687.22705078125 4.7448835372924805 7.0 +691.2484573769107 5689.7099609375 4.745813369750977 7.0 +691.268889840765 5684.29345703125 4.7450995445251465 7.0 +691.289322404722 5693.59521484375 4.745555877685547 7.0 +691.3097550687744 5695.0830078125 4.746274471282959 7.0 +691.3301875329635 5693.681640625 4.7454071044921875 7.0 +691.3506200972552 5690.2919921875 4.746049404144287 7.0 +691.3710527616495 5697.890625 4.7461748123168945 7.0 +691.3914852261587 5691.5380859375 4.746406078338623 7.0 +691.4119178907786 5694.14306640625 4.745905876159668 7.0 +691.4323504555068 5689.5673828125 4.745222091674805 7.0 +691.4527829203507 5683.96630859375 4.7453293800354 7.0 +691.4732155853053 5688.826171875 4.745538234710693 7.0 +691.4936481503755 5692.81982421875 4.7465033531188965 7.0 +691.5140806155468 5693.38232421875 4.74647331237793 7.0 +691.5345132808361 5690.62255859375 4.745883464813232 7.0 +691.5549458462265 5686.060546875 4.746091842651367 7.0 +691.5753784117405 5695.48779296875 4.747177600860596 7.0 +691.5958109773637 5689.6708984375 4.747458457946777 7.0 +691.6162435431106 5694.91064453125 4.747033596038818 7.0 +691.6366761089521 5687.58056640625 4.747226238250732 7.0 +691.65710867491 5695.07861328125 4.7472710609436035 7.0 +691.677541240977 5714.388671875 4.749143123626709 7.0 +691.6979738071677 5693.8232421875 4.746700763702393 7.0 +691.7184063734676 5696.07568359375 4.747331619262695 7.0 +691.7388389398839 5692.6025390625 4.747848987579346 7.0 +691.759271506402 5690.7568359375 4.747993469238281 7.0 +691.7797040730438 5692.14599609375 4.747558116912842 7.0 +691.8001366397875 5701.1318359375 4.747835159301758 7.0 +691.8205693066557 5695.0830078125 4.74856424331665 7.0 +691.8410017736387 5684.55615234375 4.747232913970947 7.0 +691.8614344407179 5700.560546875 4.748591899871826 7.0 +691.8818670079272 5704.09228515625 4.74896764755249 7.0 +691.9022994752522 5703.921875 4.749813079833984 7.0 +691.9227321426879 5697.75537109375 4.749453544616699 7.0 +691.9431647102319 5695.4453125 4.748641490936279 7.0 +691.9635971779062 5694.45556640625 4.748658180236816 7.0 +691.9840298456766 5703.22607421875 4.749636173248291 7.0 +692.0044624135699 5693.658203125 4.748398780822754 7.0 +692.0248948815788 5699.4755859375 4.749300479888916 7.0 +692.0453275496984 5695.001953125 4.748960494995117 7.0 +692.065760117941 5691.11279296875 4.748512268066406 7.0 +692.0861927862861 5698.03955078125 4.748865127563477 7.0 +692.1066252547535 5692.48486328125 4.748713970184326 7.0 +692.1270578233452 5695.80615234375 4.748874187469482 7.0 +692.1474904920397 5699.1474609375 4.7497758865356445 7.0 +692.1679229608562 5690.3740234375 4.748653411865234 7.0 +692.1883555297973 5699.5 4.749332427978516 7.0 +692.2087881988409 5700.23388671875 4.749976634979248 7.0 +692.229220767993 5698.62255859375 4.749323844909668 7.0 +692.2496532372825 5697.31640625 4.749545097351074 7.0 +692.2700859066899 5694.19775390625 4.749082565307617 7.0 +692.2905184761767 5698.8935546875 4.750004768371582 7.0 +692.3109510458162 5691.4892578125 4.7498345375061035 7.0 +692.3313836155721 5698.525390625 4.749685764312744 7.0 +692.3518160854364 5689.58349609375 4.748847007751465 7.0 +692.372248755426 5702.01318359375 4.750082969665527 7.0 +692.3926813255166 5694.490234375 4.749161720275879 7.0 +692.4131137957447 5693.5595703125 4.749507904052734 7.0 +692.433546466069 5695.9931640625 4.749807357788086 7.0 +692.4539790365234 5691.193359375 4.749587535858154 7.0 +692.4744117070877 5691.21240234375 4.748889446258545 7.0 +692.5152767485852 5701.07373046875 4.750020980834961 7.0 +692.535709419506 5689.57421875 4.749652862548828 7.0 +692.5561418905563 5694.31884765625 4.750236511230469 7.0 +692.5765744617238 5689.02734375 4.74912691116333 7.0 +692.5970071329866 5690.2890625 4.7496466636657715 7.0 +692.6174396044007 5691.53564453125 4.749093532562256 7.0 +692.6378721759247 5689.5576171875 4.749753952026367 7.0 +692.6583048475441 5703.66650390625 4.750805854797363 7.0 +692.6787373193074 5685.92626953125 4.749413967132568 7.0 +692.6991699911814 5692.99658203125 4.750478267669678 7.0 +692.7196025631783 5692.60302734375 4.750096797943115 7.0 +692.7400351352917 5694.80810546875 4.7508745193481445 7.0 +692.7604677075287 5682.90087890625 4.7496232986450195 7.0 +692.7809002798895 5701.08203125 4.751394748687744 7.0 +692.8013328523521 5692.49658203125 4.750283241271973 7.0 +692.8217654249529 5693.150390625 4.751392364501953 7.0 +692.8421979976774 5692.7734375 4.751051902770996 7.0 +692.8626305705184 5690.9375 4.750885963439941 7.0 +692.8830631434685 5692.14111328125 4.7505340576171875 7.0 +692.9034957165422 5689.43408203125 4.7503132820129395 7.0 +692.923928289747 5688.07470703125 4.750647068023682 7.0 +692.9443608630609 5695.6982421875 4.751742362976074 7.0 +692.964793436513 5688.431640625 4.750617027282715 7.0 +692.9852261100677 5695.11181640625 4.7510504722595215 7.0 +693.0056585837592 5682.62890625 4.749519348144531 7.0 +693.0465238314791 5687.4111328125 4.750787734985352 7.0 +693.0669563055344 5688.48876953125 4.751057147979736 7.0 +693.0873888797141 5693.22998046875 4.75153112411499 7.0 +693.1078215539965 5686.58251953125 4.750819206237793 7.0 +693.1282540284155 5680.8515625 4.750277519226074 7.0 +693.1486867029453 5685.51611328125 4.750837802886963 7.0 +693.1691192776198 5691.54833984375 4.751490592956543 7.0 +693.1895517524026 5680.63037109375 4.750301837921143 7.0 +693.2099844273107 5686.50146484375 4.750879764556885 7.0 +693.2304170023344 5694.39501953125 4.751357555389404 7.0 +693.2508495774673 5689.4072265625 4.750710487365723 7.0 +693.271282152753 5690.56591796875 4.750744342803955 7.0 +693.2917147281551 5687.23486328125 4.750489711761475 7.0 +693.3121473036808 5688.79541015625 4.7509026527404785 7.0 +693.3325798793303 5693.76904296875 4.7514214515686035 7.0 +693.3530124550962 5691.45263671875 4.750393867492676 7.0 +693.3734451309865 5686.4970703125 4.7501397132873535 7.0 +693.3938776070136 5685.9501953125 4.750170707702637 7.0 +693.4143101831432 5684.1357421875 4.750219821929932 7.0 +693.4347428594119 5683.8046875 4.750349044799805 7.0 +693.4756079123254 5683.32421875 4.750407695770264 7.0 +693.4960405889578 5679.3720703125 4.750476837158203 7.0 +693.516473065727 5680.66162109375 4.749527454376221 7.0 +693.536905642628 5681.041015625 4.749144554138184 7.0 +693.5573383196243 5686.1884765625 4.750692367553711 7.0 +693.5777707967864 5682.1318359375 4.750133037567139 7.0 +693.5982034740446 5679.6494140625 4.7491912841796875 7.0 +693.6186360514257 5679.705078125 4.749243259429932 7.0 +693.6390685289516 5684.47998046875 4.749913692474365 7.0 +693.6595012065955 5685.890625 4.750010013580322 7.0 +693.7003662622665 5683.1572265625 4.750167369842529 7.0 +693.7412315184338 5675.16357421875 4.748961448669434 7.0 +693.7616639967164 5678.35009765625 4.749326705932617 7.0 +693.7820966751024 5684.28369140625 4.749868392944336 7.0 +693.8025292536258 5684.2158203125 4.750020980834961 7.0 +693.8229619322883 5676.39306640625 4.749720573425293 7.0 +693.8433944110584 5671.30126953125 4.748815536499023 7.0 +693.8638269899675 5682.38623046875 4.749516010284424 7.0 +693.8842596690083 5670.810546875 4.747890472412109 7.0 +693.9046921481786 5663.158203125 4.748414993286133 7.0 +693.9251247274733 5672.27685546875 4.749299049377441 7.0 +693.9455574068779 5678.03173828125 4.7498250007629395 7.0 +693.96598998642 5674.01953125 4.749438762664795 7.0 +693.9864224660996 5668.03515625 4.748826026916504 7.0 +694.0272877258321 5666.26513671875 4.748428821563721 7.0 +694.0477203058908 5669.00732421875 4.748493671417236 7.0 +694.068152886095 5667.3759765625 4.748341083526611 7.0 +694.0885854663939 5667.1376953125 4.749117374420166 7.0 +694.1090181468462 5673.1005859375 4.749103546142578 7.0 +694.129450627428 5657.3427734375 4.74774169921875 7.0 +694.1498832081197 5669.88916015625 4.748974323272705 7.0 +694.1703157889642 5663.9853515625 4.747847557067871 7.0 +694.1907483699251 5666.5810546875 4.749181270599365 7.0 +694.2111809510243 5667.48828125 4.7483954429626465 7.0 +694.2316135322471 5667.23046875 4.748699188232422 7.0 +694.2520461135864 5665.40185546875 4.747981548309326 7.0 +694.2724787950647 5662.318359375 4.748358249664307 7.0 +694.2929112766942 5669.62451171875 4.748749732971191 7.0 +694.3133438584409 5663.3095703125 4.74906587600708 7.0 +694.3337765402975 5664.60888671875 4.748409271240234 7.0 +694.3542090223054 5654.4638671875 4.747836112976074 7.0 +694.3746416044305 5665.84814453125 4.7494282722473145 7.0 +694.3950742866946 5659.2734375 4.747856616973877 7.0 +694.4155067690808 5654.06591796875 4.748010635375977 7.0 +694.4359394516141 5668.373046875 4.749250411987305 7.0 +694.4563720342558 5666.00732421875 4.749112129211426 7.0 +694.4972371999611 5656.7705078125 4.74843168258667 7.0 +694.5176697830102 5661.5634765625 4.7488250732421875 7.0 +694.5381023662121 5658.033203125 4.747604846954346 7.0 +694.5585349495304 5661.9990234375 4.748164653778076 7.0 +694.578967532987 5657.67138671875 4.748424530029297 7.0 +694.5994001165673 5662.4560546875 4.7492594718933105 7.0 +694.6198328002647 5659.08935546875 4.748917579650879 7.0 +694.6402652840989 5652.052734375 4.747372150421143 7.0 +694.6606979680582 5648.7919921875 4.747796535491943 7.0 +694.6811305521842 5649.4140625 4.748519420623779 7.0 +694.7015630364331 5650.7626953125 4.7490644454956055 7.0 +694.7219957207999 5648.6708984375 4.7482452392578125 7.0 +694.7424283053115 5652.17822265625 4.748671531677246 7.0 +694.7832934747348 5642.6513671875 4.747446060180664 7.0 +694.8037260596175 5645.779296875 4.747822284698486 7.0 +694.8241585446813 5645.84130859375 4.748280048370361 7.0 +694.844591229863 5667.30078125 4.750046253204346 7.0 +694.885456400596 5648.384765625 4.748132705688477 7.0 +694.9058889861844 5644.154296875 4.748111724853516 7.0 +694.9263214718812 5638.74365234375 4.747623920440674 7.0 +694.9467541577324 5641.8857421875 4.748161792755127 7.0 +694.9671867436991 5646.3046875 4.747992992401123 7.0 +694.9876193298041 5650.3203125 4.748779296875 7.0 +695.008051916062 5635.39990234375 4.747554302215576 7.0 +695.0284845024653 5661.09814453125 4.7497758865356445 7.0 +695.0489170889778 5636.08544921875 4.747677326202393 7.0 +695.0693496756139 5642.99267578125 4.747843265533447 7.0 +695.0897822624247 5647.0166015625 4.748217582702637 7.0 +695.1102149493163 5634.9150390625 4.745860576629639 7.0 +695.130647536389 5632.22265625 4.746342658996582 7.0 +695.1510800236065 5636.75048828125 4.747081279754639 7.0 +695.1715127109346 5626.650390625 4.745949745178223 7.0 +695.1919452983857 5628.1201171875 4.746084690093994 7.0 +695.2123777860106 5638.3076171875 4.74744987487793 7.0 +695.2328104737171 5635.11328125 4.747074127197266 7.0 +695.2532430616047 5629.2421875 4.746312618255615 7.0 +695.2736755496371 5634.921875 4.74599027633667 7.0 +695.2941082377802 5633.33984375 4.745304584503174 7.0 +695.3349735144875 5638.986328125 4.74791955947876 7.0 +695.3554060030656 5628.443359375 4.746364116668701 7.0 +695.375838591739 5623.0302734375 4.745988845825195 7.0 +695.3962712805805 5638.2490234375 4.746698379516602 7.0 +695.4167037695443 5627.65576171875 4.745934963226318 7.0 +695.4371363586833 5624.75048828125 4.746517181396484 7.0 +695.4575690479105 5625.40771484375 4.745572090148926 7.0 +695.4780015373035 5624.23876953125 4.74517822265625 7.0 +695.4984341268209 5622.58984375 4.74533748626709 7.0 +695.5392993062851 5620.80126953125 4.745188236236572 7.0 +695.5597319962399 5612.73779296875 4.744370460510254 7.0 +695.5801644863095 5626.2138671875 4.74545431137085 7.0 +695.6005970765182 5622.908203125 4.745504856109619 7.0 +695.6210297668804 5617.19873046875 4.745604991912842 7.0 +695.6414622573866 5622.68310546875 4.746120929718018 7.0 +695.6618948480027 5623.63330078125 4.745265483856201 7.0 +695.6823275387724 5613.43115234375 4.745230197906494 7.0 +695.7027601296868 5615.7509765625 4.745462417602539 7.0 +695.7231927207395 5607.95703125 4.744265079498291 7.0 +695.7436253119449 5616.2919921875 4.745562553405762 7.0 +695.7640579032595 5613.740234375 4.744936466217041 7.0 +695.7844904947269 5612.4833984375 4.745039463043213 7.0 +695.8049230863398 5609.35498046875 4.743732452392578 7.0 +695.8253556780983 5616.3583984375 4.745101451873779 7.0 +695.8457883699957 5614.59619140625 4.745328426361084 7.0 +695.8662208620153 5614.509765625 4.745326995849609 7.0 +695.886653454203 5613.1201171875 4.7451372146606445 7.0 +695.9070861465152 5611.7548828125 4.745628356933594 7.0 +695.9275186389714 5611.66943359375 4.745584487915039 7.0 +695.9479513315382 5607.87939453125 4.744416236877441 7.0 +695.9683839242862 5608.65869140625 4.744449615478516 7.0 +695.9888164171789 5608.44189453125 4.744839668273926 7.0 +696.0296817033377 5607.25634765625 4.745167255401611 7.0 +696.0501141966379 5603.2080078125 4.744812965393066 7.0 +696.0705468901069 5599.3828125 4.7438273429870605 7.0 +696.0909794836989 5605.49072265625 4.743722438812256 7.0 +696.1114119774065 5599.58837890625 4.743307590484619 7.0 +696.131844671283 5606.30029296875 4.743963241577148 7.0 +696.1522771652817 5603.37890625 4.744794845581055 7.0 +696.1931424537397 5592.97265625 4.742676734924316 7.0 +696.2135750481757 5600.55615234375 4.744760990142822 7.0 +696.2340076427863 5608.5380859375 4.74456787109375 7.0 +696.2544402375061 5601.7392578125 4.7444682121276855 7.0 +696.2748728323495 5603.22216796875 4.744993686676025 7.0 +696.2953054273967 5598.353515625 4.744893550872803 7.0 +696.315738022553 5596.73291015625 4.743709087371826 7.0 +696.336170617833 5601.55908203125 4.745013236999512 7.0 +696.3566033132884 5592.56787109375 4.743948459625244 7.0 +696.3770358088514 5592.68017578125 4.74405574798584 7.0 +696.3974685045978 5592.7578125 4.74312162399292 7.0 +696.4179011004599 5594.2978515625 4.743536949157715 7.0 +696.4587662926424 5595.306640625 4.74437141418457 7.0 +696.4791988889701 5595.578125 4.744078636169434 7.0 +696.4996313854062 5585.07763671875 4.742608547210693 7.0 +696.5200640820258 5592.7060546875 4.743943214416504 7.0 +696.540496678761 5588.173828125 4.743841171264648 7.0 +696.5609291756627 5601.99169921875 4.745625972747803 7.0 +696.5813618726897 5595.82080078125 4.743929862976074 7.0 +696.6017944698615 5589.72509765625 4.7444329261779785 7.0 +696.6222271671722 5596.26904296875 4.745639324188232 7.0 +696.6630922622717 5593.97412109375 4.7451581954956055 7.0 +696.683524960019 5581.2109375 4.743758678436279 7.0 +696.7039574579467 5584.4287109375 4.743645191192627 7.0 +696.7243900559915 5584.55224609375 4.743804454803467 7.0 +696.7448227541754 5579.9150390625 4.7437424659729 7.0 +696.7652552525396 5579.01904296875 4.743039608001709 7.0 +696.7856878510211 5582.72314453125 4.742615222930908 7.0 +696.8061204496698 5574.525390625 4.742734432220459 7.0 +696.8265530484423 5581.00048828125 4.743292331695557 7.0 +696.8469857473829 5584.15478515625 4.743649482727051 7.0 +696.8674183464755 5574.3037109375 4.743152141571045 7.0 +696.9082835450681 5579.48681640625 4.7429680824279785 7.0 +696.92871614459 5582.60302734375 4.743050575256348 7.0 +696.9491486442639 5587.1220703125 4.744223594665527 7.0 +696.9695813440776 5572.2490234375 4.742253303527832 7.0 +696.9900139440433 5571.80517578125 4.742292881011963 7.0 +697.0104466441553 5573.0126953125 4.742005825042725 7.0 +697.0308791444113 5580.45849609375 4.743282318115234 7.0 +697.071744445384 5565.849609375 4.741652011871338 7.0 +697.0921769460983 5574.89453125 4.742850303649902 7.0 +697.1126095469372 5583.3583984375 4.7435197830200195 7.0 +697.1330422479514 5577.640625 4.743056774139404 7.0 +697.1534747491096 5572.41748046875 4.742861270904541 7.0 +697.1739073504068 5569.05078125 4.742941379547119 7.0 +697.1943400518576 5564.818359375 4.742311000823975 7.0 +697.2147725534742 5578.19189453125 4.7432966232299805 7.0 +697.235205255216 5570.19580078125 4.741603851318359 7.0 +697.2556378571026 5573.49560546875 4.742823600769043 7.0 +697.276070359163 5572.39111328125 4.742530822753906 7.0 +697.2965030613632 5566.68896484375 4.742053031921387 7.0 +697.3169356636863 5574.0263671875 4.742650985717773 7.0 +697.3373682661768 5580.2490234375 4.742693901062012 7.0 +697.3578008688492 5579.62548828125 4.743688106536865 7.0 +697.3782334716379 5573.77490234375 4.743523120880127 7.0 +697.3986660745941 5580.0908203125 4.743119239807129 7.0 +697.419098677703 5573.791015625 4.742800235748291 7.0 +697.4395312809575 5573.2578125 4.742366790771484 7.0 +697.4599638843501 5574.7373046875 4.742915630340576 7.0 +697.4803964878956 5574.50537109375 4.743121147155762 7.0 +697.5008290916157 5572.28466796875 4.742751598358154 7.0 +697.5212617954458 5565.16943359375 4.742122173309326 7.0 +697.5416942994852 5570.55712890625 4.74275541305542 7.0 +697.5621269036419 5566.01025390625 4.741769790649414 7.0 +697.5825596079376 5564.4296875 4.741583824157715 7.0 +697.6029921124136 5562.65087890625 4.7422285079956055 7.0 +697.623424717036 5574.26025390625 4.743393898010254 7.0 +697.6438574217973 5574.57568359375 4.744882583618164 7.0 +697.6642899267099 5569.556640625 4.74350118637085 7.0 +697.6847226317623 5572.32666015625 4.7435503005981445 7.0 +697.7051552369958 5574.6474609375 4.7436418533325195 7.0 +697.7255877424031 5563.0634765625 4.742265701293945 7.0 +697.7460204479285 5571.64306640625 4.743316173553467 7.0 +697.7664530535912 5566.3037109375 4.742179870605469 7.0 +697.7868855594352 5570.3466796875 4.742494106292725 7.0 +697.8073182654189 5571.83447265625 4.742891788482666 7.0 +697.8277508715546 5573.98388671875 4.7431817054748535 7.0 +697.848183477865 5571.69140625 4.74283504486084 7.0 +697.8686160843208 5573.76513671875 4.743518352508545 7.0 +697.8890486909149 5569.61962890625 4.743048667907715 7.0 +697.9094813976626 5564.8818359375 4.742249488830566 7.0 +697.9503465116431 5563.5048828125 4.743449687957764 7.0 +697.9707792188565 5567.9873046875 4.743279933929443 7.0 +697.9912118262364 5573.51416015625 4.74357271194458 7.0 +698.0116443337683 5571.56005859375 4.743958950042725 7.0 +698.0320769414466 5576.6279296875 4.7439117431640625 7.0 +698.0933748654352 5570.9765625 4.743518352508545 7.0 +698.1342400821813 5564.36767578125 4.742637634277344 7.0 +698.1546726907909 5575.49609375 4.7444167137146 7.0 +698.175105199567 5572.8271484375 4.744471549987793 7.0 +698.1955379084975 5577.6240234375 4.7444915771484375 7.0 +698.2159705175727 5568.47509765625 4.743572235107422 7.0 +698.2364030268218 5568.3828125 4.74341344833374 7.0 +698.2568357362106 5563.35107421875 4.743037223815918 7.0 +698.2772683457515 5564.060546875 4.744068622589111 7.0 +698.297700855459 5563.3740234375 4.743973731994629 7.0 +698.3181335653207 5574.283203125 4.74461555480957 7.0 +698.3385661753564 5567.46044921875 4.744145393371582 7.0 +698.358998885531 5573.63720703125 4.744277000427246 7.0 +698.3998640063583 5580.0634765625 4.74501371383667 7.0 +698.4202967169986 5572.0693359375 4.743407726287842 7.0 +698.4407292277901 5581.38720703125 4.745357990264893 7.0 +698.4611618387571 5569.70068359375 4.744601249694824 7.0 +698.4815945498631 5571.97314453125 4.743614196777344 7.0 +698.5020270611494 5573.02783203125 4.744161128997803 7.0 +698.5224596726111 5580.9814453125 4.74636697769165 7.0 +698.5428923841828 5582.69287109375 4.746989727020264 7.0 +698.5633249959355 5574.1474609375 4.744890213012695 7.0 +698.5837576078338 5587.1689453125 4.744961261749268 7.0 +698.6041902198995 5574.953125 4.744338035583496 7.0 +698.624622832147 5574.37646484375 4.744937896728516 7.0 +698.6450555445044 5584.09130859375 4.746004104614258 7.0 +698.6654880570713 5581.05322265625 4.745555400848389 7.0 +698.6859206697554 5568.71142578125 4.744828224182129 7.0 +698.7063532826432 5572.58056640625 4.7443952560424805 7.0 +698.7267858956402 5578.59326171875 4.744985580444336 7.0 +698.7472184088474 5583.71435546875 4.745725631713867 7.0 +698.7676511221725 5573.98388671875 4.7452311515808105 7.0 +698.7880837356643 5572.8876953125 4.7463154792785645 7.0 +698.8085164493386 5579.3154296875 4.7446699142456055 7.0 +698.828948963157 5582.095703125 4.746831893920898 7.0 +698.8493815771435 5580.86865234375 4.74802827835083 7.0 +698.8698142912544 5592.13330078125 4.746277332305908 7.0 +698.8902468055676 5587.14306640625 4.74583625793457 7.0 +698.9106794200197 5580.92431640625 4.745754718780518 7.0 +698.9311121346545 5587.1171875 4.748512268066406 7.0 +698.9515446494333 5583.24169921875 4.745949745178223 7.0 +698.9719773643519 5593.7353515625 4.748548984527588 7.0 +699.0128425947187 5583.11865234375 4.745630741119385 7.0 +699.0332752101676 5586.05419921875 4.746277809143066 7.0 +699.053707825733 5582.798828125 4.747616767883301 7.0 +699.0741404415021 5570.23291015625 4.7454962730407715 7.0 +699.1150056734696 5586.08154296875 4.749141693115234 7.0 +699.135438289697 5576.98291015625 4.747361183166504 7.0 +699.1558710060781 5582.35498046875 4.750291347503662 7.0 +699.1763035226613 5580.89404296875 4.748711585998535 7.0 +699.1967362393552 5582.93359375 4.748074054718018 7.0 +699.2171688562594 5592.548828125 4.74880838394165 7.0 +699.2376013733083 5587.0224609375 4.74982213973999 7.0 +699.258034090497 5597.94482421875 4.750123023986816 7.0 +699.2784667078959 5584.17822265625 4.747948169708252 7.0 +699.2988992254104 5589.318359375 4.749503135681152 7.0 +699.3193319430939 5586.50244140625 4.748839855194092 7.0 +699.3397645609584 5588.7900390625 4.74894380569458 7.0 +699.3601970789969 5596.67041015625 4.749818801879883 7.0 +699.380629797146 5584.697265625 4.748319625854492 7.0 +699.4010623155336 5592.45556640625 4.749509811401367 7.0 +699.4214950340393 5590.83642578125 4.749197006225586 7.0 +699.4419276527115 5593.75341796875 4.74892520904541 7.0 +699.4623601715648 5591.23388671875 4.749420166015625 7.0 +699.4827928905361 5588.67578125 4.749449253082275 7.0 +699.5032255097321 5612.79541015625 4.7512030601501465 7.0 +699.5236580290511 5598.1357421875 4.749037742614746 7.0 +699.5440907485463 5593.07666015625 4.748763084411621 7.0 +699.564523368208 5600.83251953125 4.749087333679199 7.0 +699.6053886080117 5602.373046875 4.74989128112793 7.0 +699.6258212281973 5604.29736328125 4.749479293823242 7.0 +699.6462539485074 5595.3505859375 4.748761177062988 7.0 +699.6666864689905 5613.38037109375 4.7503228187561035 7.0 +699.6871190896418 5600.07763671875 4.749411106109619 7.0 +699.7075518104757 5589.87744140625 4.748707294464111 7.0 +699.7279844314253 5599.5400390625 4.74965763092041 7.0 +699.7484169525997 5594.279296875 4.748126983642578 7.0 +699.7688496738992 5587.9638671875 4.748177528381348 7.0 +699.7892822953727 5603.05419921875 4.748978614807129 7.0 +699.8097148170127 5595.4619140625 4.7498345375061035 7.0 +699.8301475388362 5601.89794921875 4.749499797821045 7.0 +699.8914454052865 5601.08154296875 4.749410152435303 7.0 +699.9118780277495 5597.283203125 4.750401973724365 7.0 +699.9323106503798 5608.1396484375 4.750889778137207 7.0 +699.9527432732502 5602.24365234375 4.750754356384277 7.0 +699.9731758962371 5609.51416015625 4.751209259033203 7.0 +699.9936085193913 5604.7626953125 4.7505574226379395 7.0 +700.0140411426692 5606.8310546875 4.750893592834473 7.0 +700.0344736661791 5615.111328125 4.751840591430664 7.0 +700.0753390136597 5610.34716796875 4.750588893890381 7.0 +700.0957717376295 5594.14892578125 4.750368595123291 7.0 +700.1162042617798 5601.95947265625 4.7503485679626465 7.0 +700.1366368861054 5615.97119140625 4.752671241760254 7.0 +700.1979347600645 5616.28515625 4.7525177001953125 7.0 +700.2183674850821 5613.1162109375 4.751540184020996 7.0 +700.2388001102227 5612.22265625 4.752297878265381 7.0 +700.2592326355953 5613.28271484375 4.7527995109558105 7.0 +700.2796653610785 5617.6171875 4.752561092376709 7.0 +700.3000979867429 5612.50048828125 4.7526469230651855 7.0 +700.3205306126401 5616.5830078125 4.75312614440918 7.0 +700.3409632385883 5609.25634765625 4.751349449157715 7.0 +700.3613958647766 5617.04443359375 4.752685546875 7.0 +700.3818285911402 5612.99951171875 4.751979351043701 7.0 +700.4022611176697 5608.6943359375 4.751534461975098 7.0 +700.4226937443818 5613.80029296875 4.753167629241943 7.0 +700.4431264712694 5616.90771484375 4.752864360809326 7.0 +700.4635589982645 5615.7529296875 4.752387046813965 7.0 +700.4839916255005 5621.01708984375 4.752780914306641 7.0 +700.5044243528537 5626.28466796875 4.754029750823975 7.0 +700.5248568804309 5623.6669921875 4.753629684448242 7.0 +700.5452896081333 5617.88134765625 4.753837585449219 7.0 +700.5657221360088 5617.94384765625 4.753641605377197 7.0 +700.5861547640525 5625.578125 4.754435062408447 7.0 +700.6065874922788 5615.15478515625 4.752834320068359 7.0 +700.6270201206789 5625.822265625 4.753722190856934 7.0 +700.6474526493039 5629.81396484375 4.754630088806152 7.0 +700.667885378054 5621.32275390625 4.754047870635986 7.0 +700.6883179069191 5619.03173828125 4.753360748291016 7.0 +700.7087505360105 5617.34130859375 4.752935886383057 7.0 +700.7291832652845 5623.75048828125 4.754520893096924 7.0 +700.7496157947317 5627.66748046875 4.754705429077148 7.0 +700.7700485243477 5626.27392578125 4.754712104797363 7.0 +700.7904811541448 5633.666015625 4.754699230194092 7.0 +700.8109137840584 5630.095703125 4.755550861358643 7.0 +700.8517790444603 5634.29736328125 4.754806995391846 7.0 +700.8722116749559 5626.35986328125 4.754850387573242 7.0 +700.8926444055614 5636.90478515625 4.755389213562012 7.0 +700.9130769364056 5624.4453125 4.7544755935668945 7.0 +700.9335095674251 5640.25 4.756019115447998 7.0 +700.9539422985545 5637.27685546875 4.756793022155762 7.0 +700.9743748299225 5631.44921875 4.755701065063477 7.0 +701.0152401931191 5637.9052734375 4.7554426193237305 7.0 +701.0356727249527 5627.150390625 4.755011558532715 7.0 +701.0561054569553 5625.12158203125 4.755092144012451 7.0 +701.0765380891971 5637.62255859375 4.755901336669922 7.0 +701.096970613522 5637.703125 4.755359649658203 7.0 +701.1174033460557 5631.32666015625 4.75559139251709 7.0 +701.1378359788141 5631.953125 4.754887104034424 7.0 +701.1582685117537 5643.41650390625 4.756547927856445 7.0 +701.178701244804 5630.5419921875 4.7555108070373535 7.0 +701.1991338780936 5632.73046875 4.756377220153809 7.0 +701.2399991451384 5637.77392578125 4.756495952606201 7.0 +701.2604317788864 5640.1787109375 4.756270885467529 7.0 +701.2808644128745 5627.318359375 4.755934715270996 7.0 +701.30129704703 5634.2197265625 4.755980491638184 7.0 +701.3217296813091 5632.685546875 4.755825042724609 7.0 +701.342162315821 5642.5078125 4.756550312042236 7.0 +701.3625949505076 5639.49365234375 4.756635665893555 7.0 +701.3830275853616 5640.013671875 4.756714344024658 7.0 +701.40346032034 5640.27978515625 4.756465911865234 7.0 +701.4238928555424 5653.86669921875 4.757667541503906 7.0 +701.4443255909282 5645.751953125 4.7570061683654785 7.0 +701.4647582264879 5641.201171875 4.7567267417907715 7.0 +701.4851907622215 5647.12158203125 4.756591320037842 7.0 +701.5056234981239 5637.96044921875 4.756703853607178 7.0 +701.5260561342075 5644.18798828125 4.757395267486572 7.0 +701.5464886704576 5649.18701171875 4.758101940155029 7.0 +701.5669214068912 5641.3251953125 4.757678031921387 7.0 +701.5873540434986 5644.75537109375 4.757818698883057 7.0 +701.6282193172883 5644.41650390625 4.757504940032959 7.0 +701.6486519544196 5638.48486328125 4.758254528045654 7.0 +701.669084691719 5638.9775390625 4.7579450607299805 7.0 +701.689517229257 5650.345703125 4.758969306945801 7.0 +701.7099498669704 5644.3017578125 4.759050369262695 7.0 +701.7303826047937 5643.09130859375 4.758291721343994 7.0 +701.7508151428556 5651.9931640625 4.759517669677734 7.0 +701.7712477810346 5636.3154296875 4.758950233459473 7.0 +701.8121130580257 5652.8134765625 4.759430885314941 7.0 +701.8325457967876 5648.2568359375 4.7594523429870605 7.0 +701.8529784357161 5644.880859375 4.758957862854004 7.0 +701.8938437141114 5657.84228515625 4.760678768157959 7.0 +701.9142762536212 5662.42919921875 4.761242866516113 7.0 +701.9347088932554 5668.01123046875 4.761510372161865 7.0 +701.9551416331233 5649.60400390625 4.760415077209473 7.0 +701.996006813315 5661.97216796875 4.761160373687744 7.0 +702.0164395536485 5652.861328125 4.760879039764404 7.0 +702.0368721942068 5653.216796875 4.760469913482666 7.0 +702.057304834947 5650.02880859375 4.760245323181152 7.0 +702.0777374758618 5649.58837890625 4.760903835296631 7.0 +702.098170116944 5661.7509765625 4.762989044189453 7.0 +702.118602858267 5656.048828125 4.761013031005859 7.0 +702.1390353997049 5659.427734375 4.761964321136475 7.0 +702.1594680413691 5663.939453125 4.76211404800415 7.0 +702.1799007831578 5658.646484375 4.761966228485107 7.0 +702.2003333251778 5658.2578125 4.762085914611816 7.0 +702.2411987097366 5666.90576171875 4.761905193328857 7.0 +702.2616312522805 5664.05029296875 4.76126766204834 7.0 +702.2820639949932 5661.65869140625 4.761484146118164 7.0 +702.3024966378871 5654.7392578125 4.76108455657959 7.0 +702.322929181013 5664.880859375 4.762698650360107 7.0 +702.3433619242496 5667.6181640625 4.76244592666626 7.0 +702.3842271113754 5668.93212890625 4.762561321258545 7.0 +702.404659855194 5656.95751953125 4.760847568511963 7.0 +702.4250924991939 5667.11083984375 4.762082099914551 7.0 +702.4455251433683 5671.9794921875 4.7622504234313965 7.0 +702.4659577877683 5664.08837890625 4.761805057525635 7.0 +702.486390432292 5668.3388671875 4.761382102966309 7.0 +702.5068230770412 5666.41357421875 4.761186122894287 7.0 +702.5272557219723 5671.43017578125 4.762233257293701 7.0 +702.5476883670781 5659.28564453125 4.7605061531066895 7.0 +702.5681210123512 5671.37939453125 4.761564254760742 7.0 +702.5885536578644 5674.05859375 4.762511730194092 7.0 +702.608986303494 5673.4755859375 4.761163711547852 7.0 +702.62941904935 5670.64501953125 4.7616753578186035 7.0 +702.6498515953863 5662.68408203125 4.761213779449463 7.0 +702.670284241598 5676.24609375 4.762375831604004 7.0 +702.6907169879778 5667.75146484375 4.761868000030518 7.0 +702.711149534538 5669.6591796875 4.762667179107666 7.0 +702.7315822813325 5673.6962890625 4.762993335723877 7.0 +702.7520149282936 5667.2373046875 4.762231349945068 7.0 +702.7724474754359 5677.76904296875 4.763759613037109 7.0 +702.7928802226961 5681.357421875 4.76283597946167 7.0 +702.8133128702393 5669.15673828125 4.763197898864746 7.0 +702.8337454179054 5670.85693359375 4.76275110244751 7.0 +702.8541781658059 5669.09765625 4.762393951416016 7.0 +702.874610813873 5672.9423828125 4.762599468231201 7.0 +702.9154761105456 5671.947265625 4.761167526245117 7.0 +702.9359087591365 5674.48583984375 4.764960289001465 7.0 +702.9563415079683 5671.05908203125 4.762353420257568 7.0 +702.9767740569732 5677.27294921875 4.762970924377441 7.0 +702.9972067061462 5673.6552734375 4.762208461761475 7.0 +703.0176394555019 5680.8271484375 4.765285491943359 7.0 +703.0380720050307 5675.2333984375 4.762179374694824 7.0 +703.0585046547858 5687.22021484375 4.763795375823975 7.0 +703.0993700548279 5673.98291015625 4.764065265655518 7.0 +703.1198026051134 5686.841796875 4.766415119171143 7.0 +703.1402353556332 5681.09326171875 4.7652974128723145 7.0 +703.1606679063261 5685.24951171875 4.765169143676758 7.0 +703.1811006571297 5677.7744140625 4.765042304992676 7.0 +703.2015333082309 5680.08740234375 4.763592720031738 7.0 +703.2219658594477 5687.7998046875 4.76427698135376 7.0 +703.2628312625166 5681.02587890625 4.76582145690918 7.0 +703.2832638143154 5681.99658203125 4.763125419616699 7.0 +703.3036965662832 5680.18310546875 4.764760971069336 7.0 +703.3241292184321 5683.71142578125 4.766021251678467 7.0 +703.344561770813 5683.24462890625 4.763462066650391 7.0 +703.364994523421 5679.64697265625 4.763987064361572 7.0 +703.385427176152 5679.7919921875 4.763057708740234 7.0 +703.4058599290511 5681.6162109375 4.763033866882324 7.0 +703.4467251355018 5688.3115234375 4.76588249206543 7.0 +703.4671578889829 5688.064453125 4.7652082443237305 7.0 +703.4875904427026 5686.990234375 4.765031814575195 7.0 +703.5080230965978 5688.41552734375 4.76641321182251 7.0 +703.528455850661 5689.28173828125 4.766260147094727 7.0 +703.5488884049046 5687.994140625 4.765905380249023 7.0 +703.5693210593818 5689.86279296875 4.7670722007751465 7.0 +703.5897538140271 5687.81640625 4.766669750213623 7.0 +703.6101864688535 5688.42041015625 4.7655816078186035 7.0 +703.6306191238546 5687.22900390625 4.766104698181152 7.0 +703.6510517790812 5694.095703125 4.765878200531006 7.0 +703.6919170900728 5684.3701171875 4.76447868347168 7.0 +703.7123497458815 5678.35546875 4.764097690582275 7.0 +703.7327824018721 5692.98486328125 4.765525817871094 7.0 +703.7532151580381 5694.43896484375 4.7665815353393555 7.0 +703.7736477143699 5694.94091796875 4.76559591293335 7.0 +703.7940803709425 5687.28759765625 4.764174938201904 7.0 +703.8145130276898 5682.80029296875 4.765068531036377 7.0 +703.8349456846045 5688.1484375 4.7646803855896 7.0 +703.85537844176 5697.2587890625 4.765573501586914 7.0 +703.8758109990304 5696.095703125 4.765760898590088 7.0 +703.8962436565271 5698.93359375 4.765506267547607 7.0 +703.9166764142647 5687.658203125 4.7646918296813965 7.0 +703.9371089721753 5689.40625 4.765597343444824 7.0 +703.9575416302541 5685.03125 4.7656941413879395 7.0 +703.9779743885156 5687.43505859375 4.764794826507568 7.0 +703.9984069470083 5685.017578125 4.764795303344727 7.0 +704.0188396056692 5690.4404296875 4.766331195831299 7.0 +704.0392723645127 5696.80029296875 4.766320705413818 7.0 +704.0597049235876 5695.14697265625 4.766497611999512 7.0 +704.0801376828313 5686.23095703125 4.764401435852051 7.0 +704.1005703422561 5690.02490234375 4.765252113342285 7.0 +704.1210030019138 5691.416015625 4.7650604248046875 7.0 +704.1414356616806 5688.11181640625 4.763780117034912 7.0 +704.1618683217457 5700.52734375 4.766007423400879 7.0 +704.1823009819273 5679.10009765625 4.7639288902282715 7.0 +704.2027336423344 5695.55029296875 4.766340732574463 7.0 +704.2231663029816 5693.50537109375 4.767089366912842 7.0 +704.2435989637452 5696.08642578125 4.76595401763916 7.0 +704.2640317247351 5697.900390625 4.76746940612793 7.0 +704.2844642859054 5691.1591796875 4.766879558563232 7.0 +704.3048970473028 5692.35205078125 4.766180992126465 7.0 +704.3253297088813 5701.2041015625 4.767305850982666 7.0 +704.3457622706337 5702.33935546875 4.7683515548706055 7.0 +704.3866276947738 5694.4365234375 4.767371654510498 7.0 +704.4070602571082 5696.26611328125 4.767672061920166 7.0 +704.4274930196698 5700.00830078125 4.768101692199707 7.0 +704.4479256824125 5692.658203125 4.767471790313721 7.0 +704.4683582453872 5701.662109375 4.767757892608643 7.0 +704.4887910084799 5696.42333984375 4.767730712890625 7.0 +704.5092235717966 5694.025390625 4.768661975860596 7.0 +704.529656335355 5701.54833984375 4.7694411277771 7.0 +704.5500889990799 5701.41845703125 4.768805027008057 7.0 +704.5909543271264 5687.95068359375 4.767345905303955 7.0 +704.6113869914407 5700.2578125 4.768998622894287 7.0 +704.6318195559215 5698.96337890625 4.76854133605957 7.0 +704.652252320644 5691.87744140625 4.767565727233887 7.0 +704.6726849855331 5702.1494140625 4.767578601837158 7.0 +704.6931176506623 5702.35546875 4.768163681030273 7.0 +704.7135503159661 5710.1943359375 4.768910884857178 7.0 +704.7339829814446 5694.9453125 4.768400192260742 7.0 +704.7544157471493 5700.201171875 4.768617630004883 7.0 +704.7748483130345 5706.921875 4.769206523895264 7.0 +704.7952809791459 5697.5546875 4.7687578201293945 7.0 +704.8157137453818 5696.7314453125 4.7679667472839355 7.0 +704.836146411908 5701.77294921875 4.768617630004883 7.0 +704.8565789785498 5693.16455078125 4.768291473388672 7.0 +704.8770117454769 5700.71630859375 4.768457889556885 7.0 +704.897444412527 5705.54248046875 4.768037796020508 7.0 +704.9178769798018 5697.50244140625 4.768009662628174 7.0 +704.9383097473183 5701.78173828125 4.768771648406982 7.0 +704.9791751828088 5689.46484375 4.767594337463379 7.0 +704.9996077509059 5704.0966796875 4.768468379974365 7.0 +705.0200404191783 5699.6044921875 4.769009590148926 7.0 +705.0404731876188 5710.0146484375 4.769929885864258 7.0 +705.0609057562979 5701.47509765625 4.7694525718688965 7.0 +705.1017710942324 5705.62158203125 4.769097805023193 7.0 +705.1222037635525 5700.19970703125 4.769291877746582 7.0 +705.1426363329883 5711.77490234375 4.770636558532715 7.0 +705.1630691026512 5700.2001953125 4.768088340759277 7.0 +705.1835017725534 5696.9228515625 4.768232345581055 7.0 +705.2243671128745 5708.97412109375 4.768220901489258 7.0 +705.2447997833588 5698.4833984375 4.766972064971924 7.0 +705.285665124844 5698.861328125 4.768107891082764 7.0 +705.3060977959685 5699.65234375 4.769443511962891 7.0 +705.3265305672103 5700.31689453125 4.76948881149292 7.0 +705.3673958103827 5701.99072265625 4.768095970153809 7.0 +705.3878285822575 5702.45947265625 4.769853115081787 7.0 +705.4082612543134 5708.98486328125 4.770167827606201 7.0 +705.4286939266021 5695.591796875 4.768054962158203 7.0 +705.4491265990655 5703.23681640625 4.769323348999023 7.0 +705.4695592717544 5702.8388671875 4.770364284515381 7.0 +705.489992044626 5703.66650390625 4.769407272338867 7.0 +705.5104246177216 5698.14599609375 4.769240856170654 7.0 +705.5308572909998 5697.66162109375 4.769394397735596 7.0 +705.5512900645117 5697.0751953125 4.767991065979004 7.0 +705.5717226381967 5704.98681640625 4.77024507522583 7.0 +705.5921553121079 5717.9970703125 4.771180152893066 7.0 +705.6330206605198 5703.595703125 4.7697434425354 7.0 +705.6534534350212 5703.201171875 4.769163608551025 7.0 +705.6738861096965 5708.373046875 4.768951416015625 7.0 +705.694318684662 5705.888671875 4.770042896270752 7.0 +705.7147514597382 5695.24755859375 4.7685933113098145 7.0 +705.7351841350537 5694.76416015625 4.7679877281188965 7.0 +705.755616710594 5709.88427734375 4.769728660583496 7.0 +705.7760494863178 5702.36083984375 4.769417762756348 7.0 +705.7964820622146 5707.6103515625 4.769748687744141 7.0 +705.8169147384033 5693.974609375 4.767838001251221 7.0 +705.8373475147018 5698.302734375 4.77011775970459 7.0 +705.8577801912397 5701.283203125 4.770041465759277 7.0 +705.8986455449485 5706.3427734375 4.769036293029785 7.0 +705.9190782220685 5703.25537109375 4.769801616668701 7.0 +705.9395108994722 5709.78564453125 4.7707200050354 7.0 +705.9599435769996 5703.39013671875 4.76896333694458 7.0 +705.9803762548181 5698.89892578125 4.769251823425293 7.0 +706.0212416109716 5702.80615234375 4.769323348999023 7.0 +706.041674289314 5695.4619140625 4.7704033851623535 7.0 +706.0621070678826 5703.7666015625 4.770546913146973 7.0 +706.0825396466898 5692.62255859375 4.769749164581299 7.0 +706.1029724257314 5689.1875 4.768130779266357 7.0 +706.1234051049396 5697.51318359375 4.770394802093506 7.0 +706.1438376843289 5699.0009765625 4.770505428314209 7.0 +706.1642704639526 5703.9853515625 4.771953582763672 7.0 +706.2051357238306 5711.501953125 4.7709150314331055 7.0 +706.2255685040363 5700.119140625 4.769379615783691 7.0 +706.2460011844669 5712.17919921875 4.770228385925293 7.0 +706.2664337651368 5694.5673828125 4.769032955169678 7.0 +706.2868665459828 5698.68408203125 4.769863605499268 7.0 +706.3072992270536 5698.423828125 4.770659446716309 7.0 +706.3481645898501 5705.5908203125 4.770374774932861 7.0 +706.3890300533967 5711.70458984375 4.771382808685303 7.0 +706.4094626355218 5701.79248046875 4.770907878875732 7.0 +706.429895317815 5701.50927734375 4.770927906036377 7.0 +706.4503280003482 5696.279296875 4.770251750946045 7.0 +706.4707606830561 5702.90966796875 4.7710490226745605 7.0 +706.4911933659896 5706.6884765625 4.7714433670043945 7.0 +706.5116261491057 5693.4873046875 4.7703375816345215 7.0 +706.5320587325114 5698.67578125 4.771064281463623 7.0 +706.5524915160277 5703.6259765625 4.771100997924805 7.0 +706.5729241998415 5693.0390625 4.770862102508545 7.0 +706.593356783771 5697.43408203125 4.770754337310791 7.0 +706.6137895679858 5702.67529296875 4.770325183868408 7.0 +706.6342222523817 5693.93994140625 4.768951416015625 7.0 +706.6546548369515 5703.00244140625 4.771113872528076 7.0 +706.6955203067846 5694.99658203125 4.768095970153809 7.0 +706.7159528920529 5702.47802734375 4.770450592041016 7.0 +706.73638567749 5699.7255859375 4.769489765167236 7.0 +706.7568183631083 5695.4345703125 4.768474578857422 7.0 +706.7772511489529 5698.16748046875 4.7702741622924805 7.0 +706.7976837350361 5694.40380859375 4.769843578338623 7.0 +706.8181164213529 5695.1181640625 4.770573616027832 7.0 +706.8385492078378 5696.72265625 4.770295143127441 7.0 +706.858981794503 5705.099609375 4.7721028327941895 7.0 +706.8794144814601 5685.16845703125 4.770038604736328 7.0 +706.8998472685271 5696.23681640625 4.770080089569092 7.0 +706.9202798558908 5703.12890625 4.7697978019714355 7.0 +706.9611453311954 5714.30908203125 4.771512508392334 7.0 +706.981578019142 5698.5 4.768700122833252 7.0 +707.0020107073215 5699.03369140625 4.76873254776001 7.0 +707.0224433957264 5701.8564453125 4.7706074714660645 7.0 +707.0428759843126 5684.31787109375 4.768874645233154 7.0 +707.063308773133 5686.80078125 4.76901388168335 7.0 +707.0837414621201 5685.431640625 4.769242286682129 7.0 +707.1041740514047 5687.4052734375 4.769346237182617 7.0 +707.1246068408072 5684.9921875 4.767375469207764 7.0 +707.1654721203595 5677.8388671875 4.768916606903076 7.0 +707.1859049104605 5684.29052734375 4.768456935882568 7.0 +707.2267703912366 5688.7041015625 4.767828941345215 7.0 +707.2472029819764 5686.7275390625 4.769266128540039 7.0 +707.2676356728844 5680.5380859375 4.767991065979004 7.0 +707.2880684640331 5692.0595703125 4.768846035003662 7.0 +707.3085010554132 5693.34521484375 4.769371509552002 7.0 +707.3289337469614 5694.85009765625 4.76918888092041 7.0 +707.3493665387505 5689.46533203125 4.7698893547058105 7.0 +707.3697991307708 5678.931640625 4.768566608428955 7.0 +707.3902318229593 5680.263671875 4.7690300941467285 7.0 +707.4106646153887 5681.1015625 4.769537925720215 7.0 +707.4310972080493 5673.9169921875 4.768862724304199 7.0 +707.4515300008788 5676.95263671875 4.7692084312438965 7.0 +707.4719626939477 5689.84130859375 4.769054889678955 7.0 +707.4923952872487 5675.578125 4.767342567443848 7.0 +707.5128280807185 5676.13525390625 4.76801061630249 7.0 +707.5332607744276 5678.517578125 4.768784999847412 7.0 +707.5536934683696 5674.755859375 4.767617702484131 7.0 +707.5741261624789 5680.861328125 4.768150329589844 7.0 +707.5945588568284 5677.9150390625 4.767305850982666 7.0 +707.6149915514106 5681.322265625 4.768399238586426 7.0 +707.635424346161 5678.4052734375 4.767997741699219 7.0 +707.6558569412082 5661.87646484375 4.7674760818481445 7.0 +707.6762897364242 5675.3427734375 4.768123149871826 7.0 +707.6967223318206 5672.63720703125 4.769274711608887 7.0 +707.7171550275089 5666.22705078125 4.767799377441406 7.0 +707.737587823307 5677.41015625 4.76959228515625 7.0 +707.7580204194019 5672.50634765625 4.769039154052734 7.0 +707.7784531157304 5667.548828125 4.769227981567383 7.0 +707.798885912227 5662.66162109375 4.768038749694824 7.0 +707.8193185089622 5671.45263671875 4.768120288848877 7.0 +707.8601840030096 5665.01806640625 4.766955375671387 7.0 +707.8806166004433 5670.86572265625 4.770440101623535 7.0 +707.9010493979949 5669.05859375 4.769463062286377 7.0 +707.9214820957714 5664.99462890625 4.768099784851074 7.0 +707.9623474920954 5659.8740234375 4.767013072967529 7.0 +707.9827801905121 5667.4755859375 4.768776893615723 7.0 +708.0032128892271 5665.66064453125 4.768721103668213 7.0 +708.0236455881168 5664.99267578125 4.769130706787109 7.0 +708.0440782871738 5655.41845703125 4.7681565284729 7.0 +708.0645109865291 5663.1728515625 4.768454074859619 7.0 +708.084943686059 5659.955078125 4.768832683563232 7.0 +708.1053763858145 5660.0732421875 4.768767356872559 7.0 +708.1258091858108 5657.18603515625 4.768504619598389 7.0 +708.1462418860392 5666.0087890625 4.769716262817383 7.0 +708.1666744864342 5647.41455078125 4.767295837402344 7.0 +708.2075399879395 5653.91357421875 4.768754005432129 7.0 +708.2279725889748 5654.97412109375 4.767911434173584 7.0 +708.2484053903099 5661.06689453125 4.768503189086914 7.0 +708.2688380918189 5656.09521484375 4.769275665283203 7.0 +708.3097034954699 5656.87109375 4.768880367279053 7.0 +708.3301361976191 5646.57470703125 4.7674241065979 7.0 +708.350568899994 5653.91796875 4.767708778381348 7.0 +708.3914342054559 5645.6474609375 4.7684431076049805 7.0 +708.4118670084717 5643.2744140625 4.764819145202637 7.0 +708.4322997117852 5643.97412109375 4.76633882522583 7.0 +708.4527323152142 5656.13037109375 4.768590927124023 7.0 +708.4731651189286 5645.419921875 4.766998291015625 7.0 +708.4935978228823 5642.95068359375 4.767836570739746 7.0 +708.5140304270099 5635.7529296875 4.767193794250488 7.0 +708.5344632313645 5640.78515625 4.766547203063965 7.0 +708.5548959359585 5640.2314453125 4.766886234283447 7.0 +708.5753287407861 5639.650390625 4.767223834991455 7.0 +708.5957613457795 5646.89208984375 4.76837158203125 7.0 +708.6161940510137 5636.75830078125 4.767027378082275 7.0 +708.6366268564743 5643.68994140625 4.766945838928223 7.0 +708.6570594621735 5632.689453125 4.766595363616943 7.0 +708.6774921681063 5638.2724609375 4.766768455505371 7.0 +708.6979249742144 5634.8515625 4.767115116119385 7.0 +708.7183576806055 5636.52197265625 4.767004489898682 7.0 +708.7387902871778 5643.1435546875 4.76643705368042 7.0 +708.7592230939772 5637.66845703125 4.766305923461914 7.0 +708.7796558009577 5622.1982421875 4.765575885772705 7.0 +708.8000885082292 5639.2431640625 4.766363143920898 7.0 +708.8205212156754 5641.1875 4.767358303070068 7.0 +708.8409539233471 5629.076171875 4.765265941619873 7.0 +708.8613867312597 5634.58154296875 4.764506816864014 7.0 +708.8818193393963 5640.6640625 4.766685485839844 7.0 +708.9022520477156 5626.708984375 4.766101360321045 7.0 +708.9226848563267 5626.64404296875 4.766444206237793 7.0 +708.9431174651108 5636.84375 4.767077445983887 7.0 +708.9635502741221 5626.96142578125 4.7666144371032715 7.0 +708.9839828833719 5627.96142578125 4.766032695770264 7.0 +709.0044155928481 5621.73974609375 4.766072750091553 7.0 +709.0248484025069 5626.0263671875 4.767160415649414 7.0 +709.0452810124552 5625.96728515625 4.765946865081787 7.0 +709.086146532929 5621.6181640625 4.765824317932129 7.0 +709.1065791435176 5626.7919921875 4.766887664794922 7.0 +709.1270118543325 5619.36279296875 4.766127109527588 7.0 +709.1474446653883 5621.80078125 4.765422821044922 7.0 +709.1678772766172 5619.09375 4.765542984008789 7.0 +709.1883100881314 5613.54443359375 4.765997409820557 7.0 +709.2087427997685 5615.6630859375 4.764845371246338 7.0 +709.2291755117549 5609.89990234375 4.7648606300354 7.0 +709.2700409362442 5616.52001953125 4.764572620391846 7.0 +709.2904736488708 5613.73681640625 4.7657151222229 7.0 +709.3109063616648 5615.4306640625 4.765837669372559 7.0 +709.3313390747571 5605.33837890625 4.764376163482666 7.0 +709.351771788024 5605.95556640625 4.763923168182373 7.0 +709.3722046015173 5604.84130859375 4.766080379486084 7.0 +709.3926372152491 5614.84521484375 4.765558242797852 7.0 +709.4130700292153 5609.77197265625 4.766166687011719 7.0 +709.4335027434063 5607.47216796875 4.7655768394470215 7.0 +709.4539353577784 5617.45556640625 4.766211032867432 7.0 +709.4743681724431 5611.08642578125 4.766040325164795 7.0 +709.4948008872743 5606.41162109375 4.765370845794678 7.0 +709.5152335023449 5605.22802734375 4.764888286590576 7.0 +709.5356663177081 5602.4580078125 4.764636039733887 7.0 +709.5560990331796 5599.4365234375 4.764125347137451 7.0 +709.5969644649522 5611.76611328125 4.765480995178223 7.0 +709.6173971811804 5603.7958984375 4.764541149139404 7.0 +709.6378298976488 5598.58935546875 4.764747142791748 7.0 +709.6582626142917 5605.03271484375 4.76567268371582 7.0 +709.6786952312177 5602.09423828125 4.764787673950195 7.0 +709.6991280483271 5595.40966796875 4.764191627502441 7.0 +709.7195607656686 5604.26025390625 4.764998435974121 7.0 +709.7399933832348 5596.7333984375 4.765347003936768 7.0 +709.7604262010427 5586.55322265625 4.764105796813965 7.0 +709.7808589190827 5595.109375 4.764090538024902 7.0 +709.8012916373482 5595.814453125 4.764606952667236 7.0 +709.8217243558538 5589.45458984375 4.764624118804932 7.0 +709.8421570745923 5599.90625 4.765660762786865 7.0 +709.8625898934988 5591.8837890625 4.764753341674805 7.0 +709.8830226127029 5594.6416015625 4.765223979949951 7.0 +709.9034552320809 5591.51708984375 4.764794826507568 7.0 +709.9238880517441 5587.57177734375 4.76576042175293 7.0 +709.9443207715885 5586.02099609375 4.763719081878662 7.0 +709.9647533917232 5580.59228515625 4.764723777770996 7.0 +709.9851862119685 5588.765625 4.7647624015808105 7.0 +710.0056189325696 5585.24462890625 4.763362407684326 7.0 +710.0260515532864 5588.40087890625 4.762964725494385 7.0 +710.0464843743466 5582.1884765625 4.764720439910889 7.0 +710.0669170955298 5582.66259765625 4.763621807098389 7.0 +710.0873499170557 5583.96337890625 4.762588024139404 7.0 +710.1077825387038 5589.05419921875 4.764994144439697 7.0 +710.1282152607018 5585.9580078125 4.763655185699463 7.0 +710.1486480828098 5581.31005859375 4.763782024383545 7.0 +710.1690807051564 5586.4599609375 4.763000011444092 7.0 +710.189513427853 5581.55029296875 4.762820243835449 7.0 +710.2099461506587 5585.24267578125 4.764056205749512 7.0 +710.2508115969831 5585.89404296875 4.764007568359375 7.0 +710.2712444206045 5581.021484375 4.762748718261719 7.0 +710.291677044348 5576.61669921875 4.76385498046875 7.0 +710.3121098683259 5582.60498046875 4.7642011642456055 7.0 +710.3529752169707 5586.63671875 4.763365745544434 7.0 +710.373408041647 5584.9365234375 4.763556003570557 7.0 +710.3938407666647 5590.69140625 4.763985633850098 7.0 +710.4142733918052 5582.60205078125 4.763777256011963 7.0 +710.4347062171801 5576.99365234375 4.763750076293945 7.0 +710.4551389427797 5579.11669921875 4.76410436630249 7.0 +710.4755715686188 5578.173828125 4.762352466583252 7.0 +710.4960043946921 5571.85546875 4.764300346374512 7.0 +710.5164371209903 5571.10302734375 4.763141632080078 7.0 +710.5368698475286 5573.43017578125 4.763776779174805 7.0 +710.5573025742997 5576.4462890625 4.7636518478393555 7.0 +710.5777353012963 5564.3603515625 4.761077880859375 7.0 +710.5981681285339 5568.23681640625 4.7610697746276855 7.0 +710.6186007561191 5569.5087890625 4.761144638061523 7.0 +710.6390334838143 5577.22412109375 4.762585639953613 7.0 +710.6594663117503 5564.96142578125 4.761647701263428 7.0 +710.6798989399176 5561.958984375 4.762167453765869 7.0 +710.7003316683113 5577.48974609375 4.763446807861328 7.0 +710.7207644969458 5574.6904296875 4.763679027557373 7.0 +710.7411971258116 5573.85546875 4.76342248916626 7.0 +710.7616299549045 5573.58642578125 4.763619899749756 7.0 +710.7820626842367 5569.0234375 4.763026714324951 7.0 +710.802495313801 5566.95654296875 4.760918617248535 7.0 +710.8229281435924 5565.94189453125 4.7632012367248535 7.0 +710.8433608736232 5570.29931640625 4.763707637786865 7.0 +710.8637936038867 5570.2822265625 4.764648914337158 7.0 +710.9046590652215 5564.14697265625 4.762025356292725 7.0 +711.4359103471215 5551.921875 4.763237953186035 7.0 +711.4563429842528 5571.3515625 4.765112400054932 7.0 +711.4767757216105 5566.123046875 4.763988971710205 7.0 +711.4972084592082 5566.95556640625 4.764150142669678 7.0 +711.5176411970388 5566.71826171875 4.7646260261535645 7.0 +711.5380739350949 5568.2548828125 4.765106201171875 7.0 +711.5585066733911 5558.6318359375 4.764740943908691 7.0 +711.5789394119201 5562.7353515625 4.764881134033203 7.0 +711.5993722506755 5563.77099609375 4.76546573638916 7.0 +711.6198049896702 5562.0986328125 4.765855312347412 7.0 +711.640237628897 5565.94677734375 4.764540672302246 7.0 +711.6606704684673 5576.74609375 4.766265869140625 7.0 +711.7015358480858 5560.029296875 4.765499114990234 7.0 +711.7219686883545 5562.255859375 4.764829158782959 7.0 +711.7424014287462 5558.54052734375 4.764401912689209 7.0 +711.7628340694864 5564.73974609375 4.765832424163818 7.0 +711.7832669104537 5576.126953125 4.766161918640137 7.0 +711.8036996515439 5560.8662109375 4.765364170074463 7.0 +711.8241324929841 5564.630859375 4.7653632164001465 7.0 +711.8445651346483 5554.73876953125 4.764101505279541 7.0 +711.8649978765534 5562.5625 4.764453887939453 7.0 +711.8854307186848 5565.14306640625 4.765176296234131 7.0 +711.9058633609384 5567.19921875 4.76576566696167 7.0 +711.9262961036584 5559.2021484375 4.765617370605469 7.0 +711.9467289464956 5561.18798828125 4.76470422744751 7.0 +711.9671615895568 5565.923828125 4.766036510467529 7.0 +711.9875943328589 5561.412109375 4.766068935394287 7.0 +712.0080271763873 5561.85546875 4.764744758605957 7.0 +712.0284598202707 5562.482421875 4.7661356925964355 7.0 +712.048892664272 5568.17529296875 4.765702247619629 7.0 +712.0693254086218 5564.556640625 4.766594409942627 7.0 +712.0897581530808 5562.02490234375 4.765692234039307 7.0 +712.1101908978962 5563.81201171875 4.765766143798828 7.0 +712.1306236429373 5567.2607421875 4.7656474113464355 7.0 +712.151056388102 5571.7001953125 4.76605224609375 7.0 +712.171489133616 5570.92431640625 4.7663397789001465 7.0 +712.1919218793628 5579.38037109375 4.766891002655029 7.0 +712.2123546253351 5569.2138671875 4.766299724578857 7.0 +712.2327873715476 5561.50537109375 4.766140460968018 7.0 +712.2532201179856 5566.765625 4.766683101654053 7.0 +712.2940856116911 5569.89990234375 4.767569065093994 7.0 +712.3145183588349 5570.2685546875 4.766904354095459 7.0 +712.3349512063214 5564.08544921875 4.7667341232299805 7.0 +712.3553838539301 5559.2119140625 4.7659196853637695 7.0 +712.3758166018815 5568.17724609375 4.766576766967773 7.0 +712.3962494500738 5571.5908203125 4.766981601715088 7.0 +712.4166820984974 5560.34326171875 4.765584945678711 7.0 +712.4371148471546 5574.73583984375 4.767816543579102 7.0 +712.4575476960381 5570.95166015625 4.76739501953125 7.0 +712.4779803451602 5570.68310546875 4.766479969024658 7.0 +712.4984131945093 5571.90771484375 4.765698432922363 7.0 +712.5188459440978 5575.3369140625 4.767823219299316 7.0 +712.5392785940348 5573.53076171875 4.765878200531006 7.0 +712.5597114440825 5569.0595703125 4.767606258392334 7.0 +712.5801441944859 5582.783203125 4.768505573272705 7.0 +712.6005769450057 5572.37890625 4.7669477462768555 7.0 +712.6210096958675 5571.61181640625 4.767945766448975 7.0 +712.6414424469694 5575.09619140625 4.768333911895752 7.0 +712.6618751983042 5573.7919921875 4.767642021179199 7.0 +712.6823079498645 5578.61865234375 4.7689971923828125 7.0 +712.7436063060741 5571.7783203125 4.768068313598633 7.0 +712.7640389585722 5574.91552734375 4.767959117889404 7.0 +712.7844718114211 5581.595703125 4.769335746765137 7.0 +712.8049044643776 5574.63134765625 4.769155025482178 7.0 +712.8253372176914 5571.853515625 4.768115043640137 7.0 +712.8457700712315 5570.72119140625 4.768206596374512 7.0 +712.8866354790225 5573.5595703125 4.767838478088379 7.0 +712.9070683332684 5574.2431640625 4.767923831939697 7.0 +712.9275009878547 5576.86669921875 4.767987251281738 7.0 +712.9479338425663 5582.25439453125 4.768520355224609 7.0 +712.968366597619 5579.92138671875 4.769008159637451 7.0 +712.9887992527947 5585.61474609375 4.7695393562316895 7.0 +713.0092321083212 5583.31689453125 4.769391059875488 7.0 +713.0296648640797 5581.81005859375 4.769709587097168 7.0 +713.050097520063 5575.18359375 4.768608093261719 7.0 +713.0705303762879 5568.99609375 4.768363952636719 7.0 +713.0909631327377 5576.958984375 4.769696235656738 7.0 +713.1113959895447 5570.59912109375 4.768300533294678 7.0 +713.1318286464666 5583.1767578125 4.769324779510498 7.0 +713.1522614037385 5572.18701171875 4.7690348625183105 7.0 +713.1726942611203 5584.33447265625 4.770003318786621 7.0 +713.1931269188572 5563.40576171875 4.767933368682861 7.0 +713.2135596768203 5573.474609375 4.769356727600098 7.0 +713.2339925350243 5580.47607421875 4.769067764282227 7.0 +713.2544252935768 5587.4794921875 4.7705230712890625 7.0 +713.2748579522449 5579.27880859375 4.768861293792725 7.0 +713.2952908112566 5577.08447265625 4.770114898681641 7.0 +713.3157235703911 5573.46923828125 4.770257949829102 7.0 +713.3361563298677 5583.99853515625 4.770202159881592 7.0 +713.3565890895843 5575.17578125 4.7688751220703125 7.0 +713.3770218495338 5585.900390625 4.770812034606934 7.0 +713.3974546097088 5587.34033203125 4.771158695220947 7.0 +713.4178873701239 5587.876953125 4.770748615264893 7.0 +713.4587528917618 5578.54345703125 4.770285129547119 7.0 +713.4791856529919 5587.6376953125 4.770869731903076 7.0 +713.4996184144547 5594.244140625 4.77116584777832 7.0 +713.5200511761432 5579.36279296875 4.769245624542236 7.0 +713.5404839380717 5592.890625 4.7706427574157715 7.0 +713.5609168002338 5587.41015625 4.770447254180908 7.0 +713.58134946262 5585.15771484375 4.77023458480835 7.0 +713.6017822253634 5591.42578125 4.771231174468994 7.0 +713.6222150883405 5587.7890625 4.77101993560791 7.0 +713.6426477515415 5580.4599609375 4.769996643066406 7.0 +713.6630805149834 5587.9248046875 4.770996570587158 7.0 +713.683513378659 5583.06103515625 4.770256996154785 7.0 +713.7039460425585 5583.6162109375 4.77032470703125 7.0 +713.724378806699 5590.56201171875 4.771337032318115 7.0 +713.7448116711894 5580.751953125 4.770765781402588 7.0 +713.7856772007435 5584.4775390625 4.771332740783691 7.0 +713.8061099659317 5581.63232421875 4.771157741546631 7.0 +713.8469754971156 5597.3115234375 4.771705627441406 7.0 +713.8674082631187 5587.9638671875 4.770936012268066 7.0 +713.8878410292309 5594.51123046875 4.770960330963135 7.0 +713.9082738957004 5594.55126953125 4.771245002746582 7.0 +713.9287065624012 5591.486328125 4.77178430557251 7.0 +713.9491393293283 5595.86328125 4.772381782531738 7.0 +713.9695721964963 5591.27978515625 4.771579742431641 7.0 +713.990004864012 5597.359375 4.772077560424805 7.0 +714.0104377316384 5596.3349609375 4.771971225738525 7.0 +714.0308704996205 5589.5703125 4.771246433258057 7.0 +714.0513031678347 5592.7392578125 4.772238731384277 7.0 +714.071736036276 5601.09130859375 4.77286434173584 7.0 +714.0921687050723 5593.3310546875 4.771699905395508 7.0 +714.1126014739857 5600.69775390625 4.7731781005859375 7.0 +714.1943326524197 5598.28857421875 4.773458957672119 7.0 +714.214765322613 5599.35693359375 4.773316383361816 7.0 +714.2351981930406 5604.57373046875 4.773777961730957 7.0 +714.2556309638094 5601.28515625 4.772797107696533 7.0 +714.2964965060528 5597.4892578125 4.772919654846191 7.0 +714.3169292775274 5601.076171875 4.773519039154053 7.0 +714.3373620492348 5603.0615234375 4.774888515472412 7.0 +714.3577948212915 5605.44140625 4.774521827697754 7.0 +714.3782275934573 5607.8525390625 4.773608207702637 7.0 +714.3986604659804 5607.65087890625 4.774890422821045 7.0 +714.4190931387275 5607.228515625 4.774721622467041 7.0 +714.4395259118319 5602.67529296875 4.774178981781006 7.0 +714.4599587850535 5602.09423828125 4.774402618408203 7.0 +714.4803915586162 5616.33740234375 4.775862216949463 7.0 +714.5008242324184 5600.9599609375 4.7745041847229 7.0 +714.5212571064549 5604.283203125 4.77495002746582 7.0 +714.5416898807161 5604.34130859375 4.774831295013428 7.0 +714.5621225552168 5611.875 4.775930404663086 7.0 +714.5825554300682 5608.939453125 4.775282382965088 7.0 +714.6234210804614 5617.3994140625 4.776206016540527 7.0 +714.6438537560098 5611.06396484375 4.774972438812256 7.0 +714.6642865317845 5613.7177734375 4.775940895080566 7.0 +714.6847194079164 5607.048828125 4.774927616119385 7.0 +714.7051520841633 5617.16357421875 4.776010036468506 7.0 +714.7255848607529 5624.87646484375 4.776036262512207 7.0 +714.7460176375826 5611.1171875 4.775362014770508 7.0 +714.7664504147615 5616.67822265625 4.775692462921143 7.0 +714.7868830920488 5604.615234375 4.773964881896973 7.0 +714.8073159696942 5613.4296875 4.77558708190918 7.0 +714.8277487475716 5619.3798828125 4.77605676651001 7.0 +714.8481816256754 5609.87255859375 4.775022029876709 7.0 +714.8686143040177 5609.345703125 4.774999141693115 7.0 +714.88904708271 5618.65087890625 4.776254653930664 7.0 +714.9094799616287 5620.65771484375 4.7763519287109375 7.0 +714.9299126407859 5623.47705078125 4.7767815589904785 7.0 +714.9503454201767 5610.47265625 4.775712013244629 7.0 +714.9707782997939 5623.009765625 4.7767133712768555 7.0 +714.9912110797668 5621.07568359375 4.7763872146606445 7.0 +715.0116437599718 5616.18017578125 4.7767157554626465 7.0 +715.0320766404038 5620.91748046875 4.776028633117676 7.0 +715.0729422019795 5620.92333984375 4.776004791259766 7.0 +715.0933749832257 5615.98388671875 4.775486469268799 7.0 +715.113807764712 5622.97412109375 4.775999546051025 7.0 +715.1342406464246 5620.01220703125 4.775723934173584 7.0 +715.1546733283758 5620.49755859375 4.775362014770508 7.0 +715.175106110677 5621.09765625 4.775931358337402 7.0 +715.1955389930954 5625.0703125 4.776142597198486 7.0 +715.2568373421964 5629.53515625 4.776386260986328 7.0 +715.277270025661 5627.98681640625 4.776846408843994 7.0 +715.2977029094764 5635.7568359375 4.777354717254639 7.0 +715.3181356935165 5626.60986328125 4.776188850402832 7.0 +715.3385683779125 5628.5322265625 4.7770094871521 7.0 +715.3590012624263 5627.1767578125 4.776542663574219 7.0 +715.3794340472814 5637.091796875 4.777196407318115 7.0 +715.3998667323758 5628.68310546875 4.7767252922058105 7.0 +715.4202996177046 5630.38330078125 4.777275085449219 7.0 +715.4407323032647 5633.13623046875 4.7773284912109375 7.0 +715.4611651891682 5627.185546875 4.776853084564209 7.0 +715.4815979753112 5624.0673828125 4.7772417068481445 7.0 +715.5020307616796 5640.20556640625 4.777881622314453 7.0 +715.5224635482882 5633.455078125 4.7771477699279785 7.0 +715.542896335246 5634.4794921875 4.777698040008545 7.0 +715.5633291224294 5622.5244140625 4.7751030921936035 7.0 +715.5837619098529 5643.74462890625 4.777833938598633 7.0 +715.6041946975092 5634.1953125 4.775967121124268 7.0 +715.6246274855075 5634.6162109375 4.776895046234131 7.0 +715.6450602737459 5635.109375 4.776993274688721 7.0 +715.6654930622171 5629.4677734375 4.776891231536865 7.0 +715.6859259509147 5635.880859375 4.77679967880249 7.0 +715.7063587398516 5636.65380859375 4.7772536277771 7.0 +715.7267914291369 5634.23193359375 4.777414798736572 7.0 +715.7472243186494 5640.61279296875 4.777909755706787 7.0 +715.7676571084012 5630.0986328125 4.777133941650391 7.0 +715.7880897985015 5634.6904296875 4.776978015899658 7.0 +715.8085226887124 5639.25732421875 4.777563571929932 7.0 +715.8289554793955 5638.67529296875 4.778000354766846 7.0 +715.8493881701943 5634.07666015625 4.777547359466553 7.0 +715.8698210612201 5643.4404296875 4.778399467468262 7.0 +715.8902538526017 5630.76904296875 4.77730655670166 7.0 +715.9311194360562 5636.654296875 4.776859760284424 7.0 +715.9515522282527 5661.3134765625 4.778800964355469 7.0 +715.9719851205591 5644.35546875 4.77810001373291 7.0 +715.9924178132205 5642.31201171875 4.777697563171387 7.0 +716.012850606232 5657.759765625 4.77897834777832 7.0 +716.0332833993598 5645.1982421875 4.7772345542907715 7.0 +716.0537161928296 5652.078125 4.778347969055176 7.0 +716.0741489865395 5645.78662109375 4.777928352355957 7.0 +716.0945817804823 5647.4208984375 4.778086185455322 7.0 +716.115014574767 5644.9052734375 4.777881622314453 7.0 +716.1354474692926 5645.89013671875 4.778249740600586 7.0 +716.1558802640502 5648.2041015625 4.779321670532227 7.0 +716.1763129590327 5654.14306640625 4.779885768890381 7.0 +716.1967458543731 5672.96044921875 4.780430316925049 7.0 +716.2376113457431 5653.52587890625 4.779059886932373 7.0 +716.258044241782 5659.40576171875 4.779483318328857 7.0 +716.2784770381695 5651.6162109375 4.7791547775268555 7.0 +716.2989097347818 5653.60400390625 4.778900146484375 7.0 +716.3193426316357 5662.373046875 4.780656337738037 7.0 +716.3397754288308 5648.00927734375 4.7793169021606445 7.0 +716.3602083261503 5658.892578125 4.780131816864014 7.0 +716.3806410238176 5644.27978515625 4.778749465942383 7.0 +716.4010738218349 5661.1162109375 4.780300617218018 7.0 +716.421506719962 5659.45068359375 4.779501438140869 7.0 +716.4419394184442 5654.8017578125 4.778976917266846 7.0 +716.4623722171527 5649.154296875 4.779192924499512 7.0 +716.5032378153992 5653.85791015625 4.778905868530273 7.0 +716.5236706149299 5662.45263671875 4.78096866607666 7.0 +716.5441035148033 5662.49365234375 4.780313014984131 7.0 +716.5645362147989 5650.83984375 4.779574394226074 7.0 +716.5849691151379 5656.5966796875 4.779703617095947 7.0 +716.6054019157164 5674.44189453125 4.782130241394043 7.0 +716.6258347165276 5663.12451171875 4.780797481536865 7.0 +716.6462675176808 5651.65478515625 4.779113292694092 7.0 +716.6667003190742 5653.755859375 4.77964448928833 7.0 +716.6871330206995 5675.064453125 4.781795024871826 7.0 +716.7075659226684 5656.29052734375 4.779690742492676 7.0 +716.7279987248767 5666.4072265625 4.7807512283325195 7.0 +716.748431427317 5658.4990234375 4.779637336730957 7.0 +716.7688643299844 5656.40283203125 4.779047012329102 7.0 +716.7892971330075 5667.17529296875 4.778616428375244 7.0 +716.8097299362635 5662.1376953125 4.77927827835083 7.0 +716.830162739745 5663.43212890625 4.779426097869873 7.0 +716.850595543583 5661.17138671875 4.7792277336120605 7.0 +716.8710284476547 5665.31640625 4.779996871948242 7.0 +716.8914611519504 5667.00537109375 4.780270099639893 7.0 +716.9118939564869 5660.27001953125 4.779216766357422 7.0 +716.9323268613734 5662.142578125 4.7805094718933105 7.0 +716.952759566484 5660.33349609375 4.7806196212768555 7.0 +716.9731924719526 5667.17724609375 4.780786037445068 7.0 +716.9936252775369 5660.908203125 4.780292987823486 7.0 +717.0140579834624 5665.65966796875 4.780641555786133 7.0 +717.0344908897459 5661.33642578125 4.779755115509033 7.0 +717.0549236961451 5668.4951171875 4.780012607574463 7.0 +717.0753564028855 5663.5419921875 4.780117034912109 7.0 +717.0957893098675 5663.12744140625 4.779037952423096 7.0 +717.116222117198 5668.59228515625 4.779760837554932 7.0 +717.1366549247541 5660.2236328125 4.779736518859863 7.0 +717.1570877325503 5673.1474609375 4.780452728271484 7.0 +717.1775205405793 5668.515625 4.780432224273682 7.0 +717.197953448951 5667.22802734375 4.7805962562561035 7.0 +717.2183861575613 5673.25927734375 4.78032112121582 7.0 +717.2592518755919 5680.3193359375 4.780788898468018 7.0 +717.2796845850171 5665.9169921875 4.780793190002441 7.0 +717.3001173946759 5670.880859375 4.780643463134766 7.0 +717.3205503046775 5670.27685546875 4.779026031494141 7.0 +717.3409830149176 5671.5205078125 4.780165195465088 7.0 +717.3614158253913 5670.52197265625 4.77924919128418 7.0 +717.3818487362078 5664.19482421875 4.778459072113037 7.0 +717.4022814472628 5663.59521484375 4.7798027992248535 7.0 +717.4227143585449 5663.6142578125 4.77857780456543 7.0 +717.4431471701828 5665.22802734375 4.779720783233643 7.0 +717.4635798819363 5672.24755859375 4.78018856048584 7.0 +717.484012794157 5675.9599609375 4.777706623077393 7.0 +717.5044456064861 5669.53955078125 4.779458999633789 7.0 +717.524878319171 5674.2197265625 4.781059741973877 7.0 +717.5453112320829 5672.45166015625 4.780521392822266 7.0 +717.5657440453506 5675.53076171875 4.779953956604004 7.0 +717.5861767587339 5674.7626953125 4.780996322631836 7.0 +717.6066096725845 5673.14892578125 4.779678821563721 7.0 +717.6270424865434 5676.4580078125 4.781135559082031 7.0 +717.6474754008595 5680.03759765625 4.780516624450684 7.0 +717.6679081153998 5675.29638671875 4.7808308601379395 7.0 +717.6883409301809 5673.42041015625 4.780478477478027 7.0 +717.708773845312 5679.52099609375 4.780645370483398 7.0 +717.7292065606744 5677.740234375 4.779818534851074 7.0 +717.7496393763795 5669.5322265625 4.779116153717041 7.0 +717.7700722923255 5680.517578125 4.780524253845215 7.0 +717.8109378249064 5674.69482421875 4.778182029724121 7.0 +717.8313707416673 5672.5234375 4.779138565063477 7.0 +717.851803558653 5675.82666015625 4.779829025268555 7.0 +717.8722363759953 5664.603515625 4.77775239944458 7.0 +717.8926691935703 5674.15234375 4.7787322998046875 7.0 +717.9131020113709 5678.099609375 4.779090881347656 7.0 +717.9335348295281 5688.98583984375 4.780852317810059 7.0 +717.9539676478016 5675.87744140625 4.779597759246826 7.0 +717.9744003665328 5683.86279296875 4.780267715454102 7.0 +717.9948332853892 5682.9052734375 4.77921724319458 7.0 +718.015266104594 5684.33447265625 4.780141830444336 7.0 +718.0356990240252 5676.83447265625 4.779798984527588 7.0 +718.0561317438114 5683.16796875 4.777112007141113 7.0 +718.0765645638312 5673.5185546875 4.7781805992126465 7.0 +718.0969974840773 5687.04345703125 4.7815446853637695 7.0 +718.1174302046784 5683.12255859375 4.779595375061035 7.0 +718.1378630255131 5684.25830078125 4.780335426330566 7.0 +718.1582959465741 5679.08349609375 4.779200553894043 7.0 +718.1991614896397 5689.59033203125 4.781091213226318 7.0 +718.219594411632 5677.537109375 4.779362678527832 7.0 +718.2400271338629 5680.7041015625 4.779971122741699 7.0 +718.2604600563209 5682.509765625 4.778659820556641 7.0 +718.301325602064 5679.28515625 4.779795169830322 7.0 +718.3217585253442 5683.42626953125 4.781123638153076 7.0 +718.362624172827 5676.5361328125 4.7808098793029785 7.0 +718.3830569969141 5682.36279296875 4.780694961547852 7.0 +718.4034898213577 5687.99853515625 4.7828049659729 7.0 +718.423922646034 5679.8271484375 4.780150890350342 7.0 +718.4443554710597 5680.70703125 4.780551910400391 7.0 +718.4647882961945 5679.9267578125 4.78201961517334 7.0 +718.4852212216865 5680.80078125 4.781923294067383 7.0 +718.5056540475198 5677.1005859375 4.781024932861328 7.0 +718.5260867735924 5690.77197265625 4.78199577331543 7.0 +718.5465196998994 5682.62255859375 4.781263828277588 7.0 +718.5669525265475 5679.220703125 4.780848979949951 7.0 +718.5873852534351 5691.70361328125 4.781933307647705 7.0 +718.6078181805569 5679.90966796875 4.7810235023498535 7.0 +718.6282509080193 5693.99755859375 4.783286094665527 7.0 +718.6486837357224 5692.82080078125 4.7822747230529785 7.0 +718.6691166637756 5677.42431640625 4.78060245513916 7.0 +718.6895493920601 5685.904296875 4.781016826629639 7.0 +718.7099823205717 5690.4990234375 4.782655715942383 7.0 +718.7304151494391 5680.65771484375 4.7798075675964355 7.0 +718.771280807865 5677.2568359375 4.780425548553467 7.0 +718.7917136375472 5688.59716796875 4.781543731689453 7.0 +718.8530121282165 5687.826171875 4.781041622161865 7.0 +718.87344505894 5677.9228515625 4.780122756958008 7.0 +718.8938777900185 5686.10693359375 4.781486988067627 7.0 +718.9143106213305 5690.36572265625 4.7820587158203125 7.0 +718.9347435528689 5679.3154296875 4.782064914703369 7.0 +718.9551762847623 5682.27734375 4.781162261962891 7.0 +718.9756091168892 5678.43603515625 4.781020164489746 7.0 +718.996042049359 5678.97216796875 4.780666828155518 7.0 +719.016474882068 5680.3212890625 4.782186985015869 7.0 +719.0369076151255 5685.47607421875 4.780477523803711 7.0 +719.0573405482937 5693.087890625 4.781771183013916 7.0 +719.0777733819341 5685.82373046875 4.781714916229248 7.0 +719.0982062156909 5684.33203125 4.778876304626465 7.0 +719.1186390497896 5679.32275390625 4.780594825744629 7.0 +719.1390718842449 5680.0126953125 4.780403137207031 7.0 +719.159504718933 5684.82861328125 4.781664848327637 7.0 +719.1799375538467 5680.5029296875 4.780650615692139 7.0 +719.2003703890005 5674.23583984375 4.780669212341309 7.0 +719.2208032245035 5681.7763671875 4.780867576599121 7.0 +719.2412360603485 5693.14990234375 4.782212257385254 7.0 +719.2616688964335 5687.37939453125 4.78183126449585 7.0 +719.2821017327515 5680.78076171875 4.781593322753906 7.0 +719.3229675063121 5688.83935546875 4.7812700271606445 7.0 +719.3434002434442 5682.92578125 4.781556606292725 7.0 +719.363833080919 5684.46435546875 4.781233787536621 7.0 +719.3842660186347 5686.80224609375 4.781341552734375 7.0 +719.404698756698 5691.23974609375 4.781602382659912 7.0 +719.4251315949878 5679.85888671875 4.780484676361084 7.0 +719.4455645335183 5689.3466796875 4.780875205993652 7.0 +719.4864301116177 5684.0048828125 4.781527996063232 7.0 +719.5068630509631 5683.02587890625 4.780481815338135 7.0 +719.547728730693 5683.42626953125 4.781980514526367 7.0 +735.40366757843 5917.59375 4.424470901489258 8.0 +735.424100664568 5914.3876953125 4.4310221672058105 8.0 +735.444533750946 5923.1396484375 4.437106609344482 8.0 +735.4649668377897 5923.33447265625 4.433094501495361 8.0 +735.4853999249754 5903.52294921875 4.436556816101074 8.0 +735.5058330124011 5917.66650390625 4.439695358276367 8.0 +735.5671323770002 5915.33642578125 4.4418840408325195 8.0 +735.5875653658222 5916.29150390625 4.4457926750183105 8.0 +735.6079985551041 5912.92041015625 4.446610927581787 8.0 +735.6284316446254 5899.13916015625 4.4472761154174805 8.0 +735.6488646346115 5911.375 4.449671268463135 8.0 +735.6692978248248 5890.6220703125 4.449256896972656 8.0 +735.6897309155102 5908.8447265625 4.450470447540283 8.0 +735.7101639064276 5908.2236328125 4.4542741775512695 8.0 +735.730597097805 5920.2001953125 4.450678825378418 8.0 +735.7510301894217 5902.91064453125 4.467539310455322 8.0 +735.7714631815033 5914.61767578125 4.473100662231445 8.0 +735.791896373812 5902.4248046875 4.473530292510986 8.0 +735.8123294665929 5908.51806640625 4.472215175628662 8.0 +735.8327625596066 5904.87109375 4.476147651672363 8.0 +735.8531956529623 5902.951171875 4.47433614730835 8.0 +735.8940618408524 5909.0166015625 4.47693395614624 8.0 +735.9757942208089 5890.67626953125 4.475922584533691 8.0 +736.0370935095052 5899.642578125 4.478322505950928 8.0 +736.0983928012283 5894.3681640625 4.478068828582764 8.0 +736.1188259991322 5898.38623046875 4.480104446411133 8.0 +736.1596920960947 5896.80810546875 4.481062412261963 8.0 +736.1801252951627 5891.98681640625 4.480895042419434 8.0 +736.2414245943364 5888.94287109375 4.480790615081787 8.0 +736.2618576946843 5888.36328125 4.4805216789245605 8.0 +736.3027238965369 5887.51220703125 4.482002258300781 8.0 +736.3231569980417 5891.6572265625 4.481860160827637 8.0 +736.3435901997873 5891.22021484375 4.482570648193359 8.0 +736.364023201997 5882.49609375 4.483020305633545 8.0 +736.4253225106004 5889.203125 4.484504699707031 8.0 +736.4457556140842 5881.8408203125 4.483486652374268 8.0 +736.4661887180409 5890.48486328125 4.4835734367370605 8.0 +736.4866218223469 5883.46923828125 4.483558654785156 8.0 +736.5070550268792 5884.681640625 4.483764171600342 8.0 +736.5479211372367 5885.2197265625 4.484284400939941 8.0 +736.5683543429332 5881.37646484375 4.484197616577148 8.0 +736.6092204552697 5881.52783203125 4.484219551086426 8.0 +736.6296536620139 5877.9189453125 4.483841896057129 8.0 +736.6500867691138 5875.89501953125 4.484627723693848 8.0 +736.6909529842378 5871.63134765625 4.484632968902588 8.0 +736.7113860923855 5869.0927734375 4.4836225509643555 8.0 +736.7318193008832 5872.32177734375 4.484282970428467 8.0 +736.7522523097214 5874.384765625 4.484969615936279 8.0 +736.7931186284623 5877.78125 4.485285758972168 8.0 +736.8135516383481 5873.12939453125 4.485458850860596 8.0 +736.8339847485913 5872.0224609375 4.484941482543945 8.0 +736.8544179591845 5876.06591796875 4.485362529754639 8.0 +736.8748509701181 5868.46337890625 4.485096454620361 8.0 +736.8952841814098 5868.892578125 4.485487937927246 8.0 +736.91571729305 5878.44775390625 4.486001491546631 8.0 +736.9361503050313 5861.6748046875 4.484527111053467 8.0 +736.9770166301751 5865.80419921875 4.485828876495361 8.0 +736.9974497432049 5859.30322265625 4.4850544929504395 8.0 +737.0178828565913 5864.7255859375 4.485058307647705 8.0 +737.0383159704434 5866.12646484375 4.48588752746582 8.0 +737.058749084521 5861.25048828125 4.484619140625 8.0 +737.0791821989551 5872.033203125 4.486110687255859 8.0 +737.0996153138549 5865.26904296875 4.484823703765869 8.0 +737.5082776845593 5860.33447265625 4.4870381355285645 8.0 +737.5491440293699 5861.81201171875 4.487929344177246 8.0 +737.5695772523031 5860.4091796875 4.487166881561279 8.0 +737.5900102757005 5848.6015625 4.485606670379639 8.0 +737.671742772538 5858.5146484375 4.487729072570801 8.0 +737.7330421487786 5844.12255859375 4.485971927642822 8.0 +737.7534753749715 5859.90283203125 4.487807750701904 8.0 +737.7943416282797 5854.0048828125 4.48779296875 8.0 +737.8147747555195 5849.3623046875 4.486870765686035 8.0 +737.8556410110396 5850.38671875 4.490117073059082 8.0 +737.8760741393271 5854.46337890625 4.488053798675537 8.0 +737.9169403969427 5847.30419921875 4.4883551597595215 8.0 +737.937373526278 5848.2607421875 4.487538814544678 8.0 +737.957806755956 5853.78759765625 4.4880828857421875 8.0 +737.9782397861054 5847.3583984375 4.487208366394043 8.0 +737.9986729164884 5856.744140625 4.488708972930908 8.0 +738.0191061472142 5850.69970703125 4.488503456115723 8.0 +738.0395391784114 5852.72314453125 4.488868713378906 8.0 +738.0599723098421 5852.99609375 4.488267421722412 8.0 +738.080405541732 5853.11328125 4.488240718841553 8.0 +738.1008385738605 5849.197265625 4.4881696701049805 8.0 +738.1212717064554 5853.181640625 4.490755558013916 8.0 +738.1417049393931 5857.17724609375 4.489171504974365 8.0 +738.1621379725693 5849.62939453125 4.488028526306152 8.0 +738.2030043401974 5858.484375 4.489049434661865 8.0 +738.2234374745385 5858.998046875 4.489193916320801 8.0 +738.2438706092216 5862.04443359375 4.4922261238098145 8.0 +738.2643037442613 5849.15185546875 4.490423202514648 8.0 +738.2847368796502 5852.634765625 4.488876819610596 8.0 +738.3051700155047 5852.92626953125 4.492015361785889 8.0 +738.3256031515848 5854.44775390625 4.489878177642822 8.0 +738.3460362880214 5850.81005859375 4.4918622970581055 8.0 +738.3664695248008 5857.66455078125 4.491948127746582 8.0 +738.386902562168 5847.53466796875 4.490772247314453 8.0 +738.4073357995367 5846.79052734375 4.49105167388916 8.0 +738.4277688376023 5846.83349609375 4.4903388023376465 8.0 +738.4482019756615 5844.455078125 4.489284038543701 8.0 +738.4686352144272 5850.5712890625 4.489589214324951 8.0 +738.4890682534169 5851.5615234375 4.491595268249512 8.0 +738.5095013926475 5842.9697265625 4.488973617553711 8.0 +738.5299346323445 5847.87158203125 4.49081563949585 8.0 +738.5503676722728 5857.845703125 4.492508888244629 8.0 +738.5708008126603 5845.6259765625 4.489173412322998 8.0 +738.5912340535215 5845.3154296875 4.490100860595703 8.0 +738.6116670946067 5839.55615234375 4.489380359649658 8.0 +738.6321003361663 5838.130859375 4.488315582275391 8.0 +738.6525334779581 5848.66552734375 4.489254474639893 8.0 +738.6729665202147 5840.9609375 4.490649700164795 8.0 +738.6933997626984 5852.81005859375 4.4924139976501465 8.0 +738.7138329056543 5854.62744140625 4.492311000823975 8.0 +738.7342660488357 5846.23681640625 4.491433143615723 8.0 +738.7546991924901 5841.02783203125 4.4916181564331055 8.0 +738.7751323363773 5851.0380859375 4.492648601531982 8.0 +738.7955654807229 5847.71435546875 4.49237060546875 8.0 +738.8159986255414 5843.52783203125 4.492263317108154 8.0 +738.8364317705928 5842.73876953125 4.4914374351501465 8.0 +738.8568650158704 5840.6962890625 4.491511344909668 8.0 +738.8772981616203 5839.4541015625 4.491158962249756 8.0 +738.897731207835 5843.16162109375 4.491620063781738 8.0 +738.9181644542768 5846.18798828125 4.492398738861084 8.0 +738.9385976011908 5837.591796875 4.49138069152832 8.0 +738.9590306483369 5838.64990234375 4.491220474243164 8.0 +738.9794638959429 5838.96630859375 4.4916157722473145 8.0 +738.9998970437882 5849.07666015625 4.491949081420898 8.0 +739.0611963896445 5848.20849609375 4.493623733520508 8.0 +739.0816296391204 5840.6494140625 4.4916791915893555 8.0 +739.1020627888211 5841.91015625 4.491549968719482 8.0 +739.1429290891683 5844.3779296875 4.493515491485596 8.0 +739.1633622400332 5844.66552734375 4.492923259735107 8.0 +739.1837952911374 5835.34130859375 4.490609169006348 8.0 +739.2042285427087 5832.79296875 4.492391109466553 8.0 +739.2450949467748 5843.7275390625 4.492863178253174 8.0 +739.265527999276 5844.3701171875 4.492467880249023 8.0 +739.3063944056703 5839.95947265625 4.4927778244018555 8.0 +739.3268274593356 5838.64990234375 4.493232727050781 8.0 +739.3472606132273 5846.8330078125 4.493280410766602 8.0 +739.3676938675926 5836.0986328125 4.492119312286377 8.0 +739.3881269224221 5840.638671875 4.493349552154541 8.0 +739.4085600774779 5841.31591796875 4.493964672088623 8.0 +739.4289933330074 5845.85693359375 4.493758201599121 8.0 +739.4494264887617 5850.1513671875 4.493852138519287 8.0 +739.6537580666118 5837.71240234375 4.491002559661865 8.0 +739.6741912265643 5840.4033203125 4.494053363800049 8.0 +739.6946244867431 5850.5888671875 4.494643211364746 8.0 +739.7150575471605 5849.62109375 4.494430065155029 8.0 +739.7354907080444 5843.87646484375 4.491905689239502 8.0 +739.7559239691545 5842.705078125 4.493246555328369 8.0 +739.7763570307361 5843.85205078125 4.493255138397217 8.0 +739.7967901927841 5849.6162109375 4.4941792488098145 8.0 +739.9193892720432 5840.09912109375 4.492503643035889 8.0 +739.9398224364122 5842.75927734375 4.493565082550049 8.0 +739.9602556012542 5846.9677734375 4.494317531585693 8.0 +740.001121932095 5848.3486328125 4.495566368103027 8.0 +740.0215550978683 5842.55615234375 4.494697570800781 8.0 +740.0419882641072 5843.4384765625 4.494293689727783 8.0 +740.0624214308045 5844.982421875 4.4949164390563965 8.0 +740.0828546977427 5828.6884765625 4.493764400482178 8.0 +740.1032878651458 5840.2734375 4.49482536315918 8.0 +740.1237209330066 5845.349609375 4.495267868041992 8.0 +740.1441542011089 5848.43798828125 4.495162010192871 8.0 +740.1645873694433 5845.16845703125 4.494006633758545 8.0 +740.1850204382354 5849.6357421875 4.495471954345703 8.0 +740.2054537075019 5853.40478515625 4.49516487121582 8.0 +740.2258868770004 5845.5068359375 4.493713855743408 8.0 +740.2463199469566 5846.81787109375 4.494719982147217 8.0 +740.2667532171545 5850.09423828125 4.496112823486328 8.0 +740.3076195587055 5849.03173828125 4.496478080749512 8.0 +740.3280527300667 5850.642578125 4.495885372161865 8.0 +740.593684090556 5851.04052734375 4.49780797958374 8.0 +740.6141172668067 5846.35107421875 4.496615409851074 8.0 +740.6345503437551 5851.78564453125 4.497060298919678 8.0 +740.6549836206977 5849.6279296875 4.4978203773498535 8.0 +740.6754167983454 5859.19873046875 4.497493267059326 8.0 +740.6958499762259 5854.22021484375 4.497256755828857 8.0 +740.7162831543319 5852.396484375 4.497441291809082 8.0 +740.7367163329109 5851.58203125 4.495874881744385 8.0 +740.7571496119563 5851.853515625 4.497961521148682 8.0 +740.7775826912257 5857.5712890625 4.498745918273926 8.0 +740.7980158709688 5853.044921875 4.497949600219727 8.0 +740.8388822313791 5857.19873046875 4.497656345367432 8.0 +740.9001817747921 5862.31005859375 4.4989824295043945 8.0 +740.9206150566315 5859.2548828125 4.498249530792236 8.0 +740.941048138935 5854.82373046875 4.497361183166504 8.0 +740.9614813214648 5856.67578125 4.496817588806152 8.0 +740.9819146044683 5853.79736328125 4.498110294342041 8.0 +741.002347687936 5854.38134765625 4.498513221740723 8.0 +741.0432141555648 5851.40869140625 4.498678684234619 8.0 +741.0636472399638 5853.02099609375 4.497865676879883 8.0 +741.1658132675366 5860.400390625 4.498176574707031 8.0 +741.1862464540318 5855.4296875 4.497462749481201 8.0 +741.2066796409854 5860.99658203125 4.498293399810791 8.0 +741.2271128284119 5863.44140625 4.499316215515137 8.0 +741.2679793041898 5854.13671875 4.4983978271484375 8.0 +741.2884123925469 5861.66357421875 4.499263763427734 8.0 +741.3292788704202 5865.43115234375 4.498560905456543 8.0 +741.3497119599415 5858.68310546875 4.498958587646484 8.0 +741.3701452499226 5874.068359375 4.501194000244141 8.0 +741.3905784401431 5866.9794921875 4.499348163604736 8.0 +741.4110115308285 5870.3525390625 4.5001091957092285 8.0 +741.4314448217483 5860.203125 4.498900890350342 8.0 +741.4518780131257 5866.76220703125 4.499719142913818 8.0 +741.4723111047424 5864.083984375 4.498871803283691 8.0 +741.492744396819 5874.98974609375 4.501540184020996 8.0 +741.5131775893678 5871.47265625 4.499811172485352 8.0 +741.5336107821495 5873.4560546875 4.501506805419922 8.0 +741.5744770688689 5864.744140625 4.499892234802246 8.0 +741.5949103628154 5873.51171875 4.500748157501221 8.0 +741.6153435569868 5867.97119140625 4.500256538391113 8.0 +741.6357766516303 5869.8349609375 4.500153064727783 8.0 +741.6562099465082 5867.31298828125 4.500556945800781 8.0 +741.7175095336934 5867.5478515625 4.500816345214844 8.0 +741.7583760271664 5869.4873046875 4.500743389129639 8.0 +741.7788091241382 5894.1708984375 4.503551959991455 8.0 +741.8196756197067 5868.05810546875 4.5016584396362305 8.0 +741.8401088180763 5868.47802734375 4.500802516937256 8.0 +741.8605419166706 5875.1826171875 4.5022149085998535 8.0 +741.8809752157395 5879.4130859375 4.502540588378906 8.0 +741.9014084150404 5884.37109375 4.5031561851501465 8.0 +741.9218417148004 5875.4765625 4.5019707679748535 8.0 +741.9627080154969 5874.33447265625 4.501662731170654 8.0 +741.9831413161883 5876.869140625 4.501231670379639 8.0 +742.0240076189802 5887.49853515625 4.501476764678955 8.0 +742.0444409210686 5872.267578125 4.50147819519043 8.0 +742.0648740233955 5887.1455078125 4.503571033477783 8.0 +742.0853072259561 5875.9091796875 4.502131462097168 8.0 +742.1057405289757 5873.55126953125 4.502254009246826 8.0 +742.1261736324668 5878.541015625 4.502513408660889 8.0 +742.1466069361923 5884.8486328125 4.501531600952148 8.0 +742.1670401403753 5875.5986328125 4.5023322105407715 8.0 +742.1874732450306 5887.6845703125 4.502723217010498 8.0 +742.2079065499202 5874.81787109375 4.501569747924805 8.0 +742.2487728606211 5886.95849609375 4.502970218658447 8.0 +742.2692061666748 5885.3515625 4.504051685333252 8.0 +742.2896392729526 5881.416015625 4.504302024841309 8.0 +742.3100725797049 5880.13330078125 4.503049373626709 8.0 +742.330505786922 5878.41064453125 4.5025177001953125 8.0 +742.3509389943647 5887.11328125 4.503488540649414 8.0 +742.4122386188028 5884.26123046875 4.503784656524658 8.0 +742.4735382467334 5881.4111328125 4.5037126541137695 8.0 +742.4939715567452 5886.40576171875 4.503790855407715 8.0 +742.5144046672212 5893.64306640625 4.505814075469971 8.0 +742.5348379779243 5891.16064453125 4.503139972686768 8.0 +742.5552711890996 5893.572265625 4.504521369934082 8.0 +742.5757043005069 5898.27685546875 4.505195617675781 8.0 +742.5961376123742 5891.0087890625 4.505232334136963 8.0 +742.6165708247136 5883.8125 4.504856109619141 8.0 +742.637003937285 5887.724609375 4.505129814147949 8.0 +742.6574372503164 5896.92138671875 4.505871772766113 8.0 +742.6778704635872 5892.61328125 4.505527496337891 8.0 +742.698303777317 5893.68017578125 4.5042643547058105 8.0 +742.7187368912855 5895.54248046875 4.505208492279053 8.0 +742.7391701057204 5896.30517578125 4.505393981933594 8.0 +742.7596034206144 5897.5185546875 4.5055131912231445 8.0 +742.7800365357471 5895.33154296875 4.505392074584961 8.0 +742.8004697513461 5900.03955078125 4.505985260009766 8.0 +742.8209030671715 5900.08203125 4.506864070892334 8.0 +742.8617694002314 5896.7158203125 4.505852699279785 8.0 +742.9026358346819 5901.98486328125 4.506183624267578 8.0 +742.9230691523771 5899.95458984375 4.506549835205078 8.0 +742.9435022705293 5899.373046875 4.505911827087402 8.0 +742.9639354889223 5891.71484375 4.505621433258057 8.0 +742.9843688077817 5901.921875 4.507139682769775 8.0 +743.0048020270988 5897.1533203125 4.507183074951172 8.0 +743.0252351466552 5900.48583984375 4.506479263305664 8.0 +743.0456684666788 5902.36376953125 4.507293701171875 8.0 +743.0661016869271 5911.07861328125 4.508116245269775 8.0 +743.0865348076477 5902.615234375 4.507778167724609 8.0 +743.1069681288354 5914.7138671875 4.509239196777344 8.0 +743.1478346719014 5902.86328125 4.506684303283691 8.0 +743.1682677942517 5914.75634765625 4.510426998138428 8.0 +743.1887010168284 5906.54052734375 4.5094075202941895 8.0 +743.209134339646 5914.765625 4.51025390625 8.0 +743.2500006866685 5917.18017578125 4.5088348388671875 8.0 +743.3317336849141 5913.32568359375 4.50931453704834 8.0 +743.4338998162129 5922.10302734375 4.510532379150391 8.0 +743.4543330434535 5917.29541015625 4.509721279144287 8.0 +743.4951994993244 5921.6884765625 4.511023998260498 8.0 +743.5156327277291 5913.07666015625 4.509587287902832 8.0 +743.5360659565922 5925.10009765625 4.510271072387695 8.0 +743.5564991859283 5921.791015625 4.511303424835205 8.0 +743.5769324154971 5920.97998046875 4.5101470947265625 8.0 +743.5973656452989 5920.01611328125 4.510551929473877 8.0 +743.638232106292 5916.3154296875 4.5089640617370605 8.0 +743.6586653374834 5923.85205078125 4.50994348526001 8.0 +743.6790985689149 5912.00244140625 4.509130477905273 8.0 +743.69953190058 5918.61572265625 4.5099196434021 8.0 +743.7199651329356 5921.74658203125 4.510127544403076 8.0 +743.8221312991664 5925.35595703125 4.5109453201293945 8.0 +743.8425645336174 5925.39501953125 4.5099196434021 8.0 +743.8629976683078 5920.63134765625 4.511137962341309 8.0 +743.8834310034654 5928.81787109375 4.511499881744385 8.0 +743.9038642390806 5919.26611328125 4.510862350463867 8.0 +743.9242975749366 5924.556640625 4.511067867279053 8.0 +743.9447307112569 5934.9697265625 4.5124897956848145 8.0 +743.9651639478034 5927.88427734375 4.512086868286133 8.0 +744.0060304220751 5932.34814453125 4.511514663696289 8.0 +744.0264636597858 5925.810546875 4.512226581573486 8.0 +744.0468968979694 5930.7197265625 4.51243782043457 8.0 +744.0673301363859 5936.82763671875 4.512729644775391 8.0 +744.0877633752607 5933.154296875 4.5128173828125 8.0 +744.1081967146092 5939.919921875 4.513115406036377 8.0 +744.1286298541891 5926.736328125 4.512327194213867 8.0 +744.149063193996 5936.61328125 4.512506008148193 8.0 +744.1694964342751 5936.20849609375 4.512816905975342 8.0 +744.189929575019 5936.1943359375 4.511905193328857 8.0 +744.2307961576662 5925.21923828125 4.512121677398682 8.0 +744.2512292993415 5949.04931640625 4.5144147872924805 8.0 +744.2920958840841 5934.1484375 4.512521743774414 8.0 +744.3125292271579 5939.79833984375 4.513381004333496 8.0 +744.3533956139945 5937.33154296875 4.513155937194824 8.0 +744.3738289579924 5937.64501953125 4.513333320617676 8.0 +744.3942621024617 5941.76806640625 4.513090133666992 8.0 +744.4146953473974 5934.10546875 4.5133795738220215 8.0 +744.4351286925666 5941.3359375 4.514318943023682 8.0 +744.475995083827 5933.5556640625 4.51344633102417 8.0 +744.4964284301532 5938.7392578125 4.513688087463379 8.0 +744.5168615767179 5935.4521484375 4.513858795166016 8.0 +744.5372949237499 5937.005859375 4.514135360717773 8.0 +744.5577281712467 5945.7109375 4.515085220336914 8.0 +744.5781613189683 5948.716796875 4.514779090881348 8.0 +744.7211941637725 5947.00341796875 4.515803337097168 8.0 +744.7416274145216 5939.53173828125 4.514858245849609 8.0 +744.7824939171987 5948.90771484375 4.515561103820801 8.0 +744.8029271688865 5946.27001953125 4.5164690017700195 8.0 +744.8233604212655 5952.53466796875 4.516363143920898 8.0 +744.8437936738846 5940.79931640625 4.5146918296813965 8.0 +744.8846602802805 5946.66455078125 4.515130996704102 8.0 +744.9255267880726 5945.259765625 4.515812873840332 8.0 +744.9459600425544 5951.41162109375 4.515621185302734 8.0 +744.9663931972682 5946.4970703125 4.514830589294434 8.0 +744.9868265524419 5939.33935546875 4.514777660369873 8.0 +745.0072598080878 5949.45947265625 4.516541957855225 8.0 +745.0481263205365 5949.82373046875 4.515732765197754 8.0 +745.0685595771138 5953.53564453125 4.515921115875244 8.0 +745.0889927341559 5942.03759765625 4.515381336212158 8.0 +745.109426091658 5957.47509765625 4.51632833480835 8.0 +745.1298593496322 5943.283203125 4.515934467315674 8.0 +745.1707258662718 5958.548828125 4.5178446769714355 8.0 +745.1911591251774 5947.06640625 4.515909671783447 8.0 +745.2115924845493 5952.93896484375 4.517176151275635 8.0 +745.2320256443782 5952.5380859375 4.517014026641846 8.0 +745.2524589044478 5958.56884765625 4.517453193664551 8.0 +745.2933254257441 5952.818359375 4.517056941986084 8.0 +745.3137587867459 5958.29541015625 4.516922950744629 8.0 +745.3341920484454 5947.5849609375 4.516617774963379 8.0 +745.3546253103705 5949.12255859375 4.516485691070557 8.0 +745.3750585727685 5963.97900390625 4.518158435821533 8.0 +745.4159249984878 5948.97119140625 4.517833709716797 8.0 +745.4363583618178 5954.4755859375 4.517360210418701 8.0 +745.4567916256128 5948.3642578125 4.516408920288086 8.0 +745.4772247898654 5958.82373046875 4.517847061157227 8.0 +745.4976581543597 5949.544921875 4.516976356506348 8.0 +745.558957950394 5964.4033203125 4.518091678619385 8.0 +745.6202577496879 5957.1748046875 4.518322467803955 8.0 +745.6406910167425 5960.45361328125 4.518293380737305 8.0 +745.6611243842563 5964.0771484375 4.519130706787109 8.0 +745.6815575522414 5958.388671875 4.518410682678223 8.0 +745.7019908206858 5961.85205078125 4.51780891418457 8.0 +745.7224241893709 5959.2841796875 4.518228054046631 8.0 +745.7428573582874 5954.5322265625 4.516942977905273 8.0 +745.8041571678259 5964.2236328125 4.519122123718262 8.0 +745.8245905383665 5939.31201171875 4.516733169555664 8.0 +745.8858903520959 5959.02978515625 4.517801761627197 8.0 +745.9063236242728 5958.0390625 4.518438339233398 8.0 +745.9676234426588 5959.22314453125 4.518953800201416 8.0 +745.9880567162327 5958.2880859375 4.518344879150391 8.0 +746.0084899900321 5962.0986328125 4.519657611846924 8.0 +746.0902230896754 5956.453125 4.519563674926758 8.0 +746.1106564653455 5959.6787109375 4.519443511962891 8.0 +746.1310896414725 5960.59130859375 4.520016670227051 8.0 +746.1515230180739 5961.72216796875 4.5187482833862305 8.0 +746.1719562951403 5965.552734375 4.519366264343262 8.0 +746.1923894724314 5955.23388671875 4.519168853759766 8.0 +746.2128228499641 5963.265625 4.519322872161865 8.0 +746.2332561279618 5977.2548828125 4.520878791809082 8.0 +746.3149893441296 5960.29052734375 4.520609378814697 8.0 +746.3354225239891 5955.37939453125 4.519025802612305 8.0 +746.3558558043151 5960.41064453125 4.52005672454834 8.0 +746.3762891848673 5968.20751953125 4.519736289978027 8.0 +746.3967223661239 5955.76171875 4.5191826820373535 8.0 +746.4171556473812 5964.568359375 4.519288539886475 8.0 +746.4375890293304 5964.1015625 4.520193099975586 8.0 +746.4580222115183 5958.181640625 4.519253253936768 8.0 +746.5397554439842 5956.12841796875 4.519969940185547 8.0 +746.6010552973021 5959.5908203125 4.519382953643799 8.0 +746.6214885825102 5965.39404296875 4.51936149597168 8.0 +746.6419217681905 5958.24951171875 4.520270824432373 8.0 +746.6623551540979 5962.46044921875 4.519228458404541 8.0 +746.6827884402446 5969.578125 4.5215744972229 8.0 +746.7032216270891 5969.88525390625 4.521459579467773 8.0 +746.7236550141679 5964.912109375 4.521022796630859 8.0 +746.7440883014715 5961.388671875 4.520778656005859 8.0 +746.7645216894816 5965.39208984375 4.52036714553833 8.0 +746.7849548777158 5970.849609375 4.521888256072998 8.0 +746.8053881661908 5972.46875 4.521667957305908 8.0 +746.8258215551323 5955.89990234375 4.520339012145996 8.0 +746.8462547445379 5968.17822265625 4.520328998565674 8.0 +746.8666880341698 5958.99169921875 4.519819259643555 8.0 +746.8871214242754 5959.7861328125 4.520853042602539 8.0 +746.9075546148379 5953.76953125 4.519845008850098 8.0 +746.927988005642 5962.265625 4.519210338592529 8.0 +747.0097211728062 5966.30517578125 4.521909236907959 8.0 +747.0301544654649 5962.8154296875 4.521052837371826 8.0 +747.0505877585965 5961.28662109375 4.520322799682617 8.0 +747.0914543460167 5960.78125 4.520598888397217 8.0 +747.1323209348411 5961.78515625 4.520961761474609 8.0 +747.1527543298289 5973.31787109375 4.520731449127197 8.0 +747.173187625056 5962.2421875 4.521653175354004 8.0 +747.1936208209809 5963.908203125 4.521793365478516 8.0 +747.2140542171328 5953.74169921875 4.519941329956055 8.0 +747.2344875135241 5965.67724609375 4.5214385986328125 8.0 +747.2549207103802 5970.2822265625 4.521850109100342 8.0 +747.2753541076963 5965.33349609375 4.521274566650391 8.0 +747.295787305251 5962.2119140625 4.520028591156006 8.0 +747.3162207032728 5962.076171875 4.521465301513672 8.0 +747.3366540017523 5955.8515625 4.520778179168701 8.0 +747.3570872004711 5957.083984375 4.520978927612305 8.0 +747.3775205996571 5954.89111328125 4.521349906921387 8.0 +747.3979538990679 5965.38427734375 4.521524429321289 8.0 +747.4388204993011 5955.89892578125 4.520792484283447 8.0 +747.459253799876 5962.61474609375 4.521395683288574 8.0 +747.4796870009231 5960.00048828125 4.521315574645996 8.0 +747.5001204024375 5967.19775390625 4.520908832550049 8.0 +747.5205537041766 5961.92626953125 4.521023750305176 8.0 +747.5409871063894 5952.25537109375 4.519914150238037 8.0 +747.5614203088335 5963.52587890625 4.521827697753906 8.0 +747.5818536117367 5956.11376953125 4.520934581756592 8.0 +747.6022870151137 5950.115234375 4.5204081535339355 8.0 +747.622720218722 5961.18212890625 4.521932125091553 8.0 +747.6431535227894 5952.6083984375 4.519628524780273 8.0 +747.6635869273305 5952.9091796875 4.519012451171875 8.0 +747.6840201321029 5957.2802734375 4.518768310546875 8.0 +747.7453201487369 5956.5634765625 4.520987033843994 8.0 +747.7657534551399 5953.64013671875 4.52029275894165 8.0 +747.7861867617758 5950.9345703125 4.520450115203857 8.0 +747.8474866842371 5956.44580078125 4.520415306091309 8.0 +747.8679199924954 5957.46240234375 4.520808219909668 8.0 +747.8883534009947 5947.72900390625 4.520236492156982 8.0 +747.908786609958 5957.4072265625 4.521176338195801 8.0 +747.9292200193813 5955.51513671875 4.521301746368408 8.0 +747.9496532290432 5951.1630859375 4.5217742919921875 8.0 +747.9905199497589 5955.0224609375 4.521642684936523 8.0 +748.0518198833961 5963.9267578125 4.523434638977051 8.0 +748.0722530953863 5945.77685546875 4.520475387573242 8.0 +748.1131198205258 5946.41015625 4.521123886108398 8.0 +748.1335530336801 5955.2353515625 4.521311283111572 8.0 +748.1539864473016 5947.28955078125 4.521354675292969 8.0 +748.1948529754663 5948.3759765625 4.520320892333984 8.0 +748.2152863900192 5952.26123046875 4.520998001098633 8.0 +748.2357197050296 5946.97705078125 4.520483016967773 8.0 +748.256153020513 5950.5849609375 4.5219035148620605 8.0 +748.2765863362292 5950.48974609375 4.5214715003967285 8.0 +748.2970196524038 5947.93505859375 4.52177619934082 8.0 +748.3174530690521 5942.8408203125 4.521548748016357 8.0 +748.3378862859317 5938.67919921875 4.5205559730529785 8.0 +748.3583196032705 5950.57373046875 4.521713733673096 8.0 +748.3787530208501 5944.7509765625 4.521448135375977 8.0 +748.3991863388947 5942.66650390625 4.52065372467041 8.0 +748.4196195573968 5935.34814453125 4.5204620361328125 8.0 +748.4400529761406 5944.9892578125 4.521271228790283 8.0 +748.460486295342 5935.314453125 4.521372318267822 8.0 +748.4809195150156 5940.40185546875 4.519526958465576 8.0 +748.5013529349235 5939.736328125 4.520248889923096 8.0 +748.5217862552963 5946.65478515625 4.52181339263916 8.0 +748.5422195761275 5934.84716796875 4.519710063934326 8.0 +748.5626528971989 5945.71923828125 4.52047061920166 8.0 +748.5830861187351 5934.380859375 4.520324230194092 8.0 +748.6035195404984 5937.27978515625 4.520592212677002 8.0 +748.6239528627339 5928.49609375 4.518580913543701 8.0 +748.6443860854342 5944.57177734375 4.521862983703613 8.0 +748.6648195083617 5932.06201171875 4.519639015197754 8.0 +748.6852528317613 5941.5869140625 4.520801067352295 8.0 +748.705686055393 5936.703125 4.519798278808594 8.0 +748.7261194797175 5930.609375 4.518966197967529 8.0 +748.7465528040484 5931.43212890625 4.519058704376221 8.0 +748.7874194543328 5934.0234375 4.519903659820557 8.0 +748.8078527800608 5934.64501953125 4.520479679107666 8.0 +748.828286206015 5933.1904296875 4.519194602966309 8.0 +748.8691527593328 5916.9638671875 4.517226696014404 8.0 +748.8895861864512 5919.7412109375 4.517814636230469 8.0 +748.9100195140418 5920.22900390625 4.517426013946533 8.0 +748.950886170147 5927.44775390625 4.519308090209961 8.0 +748.9917528278893 5929.54248046875 4.520052909851074 8.0 +749.0121861575681 5924.97509765625 4.517914772033691 8.0 +749.0326194872541 5933.07421875 4.519383430480957 8.0 +749.0530529174066 5928.3857421875 4.51952600479126 8.0 +749.073486148016 5931.236328125 4.518718719482422 8.0 +749.093919479099 5917.63818359375 4.518253803253174 8.0 +749.1143528104149 5919.06982421875 4.519007205963135 8.0 +749.1347861421891 5920.390625 4.518404006958008 8.0 +749.1756529069171 5921.83203125 4.519933700561523 8.0 +749.1960861396219 5931.25 4.520491600036621 8.0 +749.216519573034 5919.126953125 4.519481658935547 8.0 +749.2573861405472 5926.79736328125 4.520205020904541 8.0 +749.2778195751234 5921.310546875 4.519139766693115 8.0 +749.298252809931 5922.810546875 4.519082069396973 8.0 +749.3186862449656 5921.2509765625 4.518444061279297 8.0 +749.3391195804725 5916.283203125 4.518360137939453 8.0 +749.3595528164442 5920.34326171875 4.518923759460449 8.0 +749.3799862528758 5919.7158203125 4.517943382263184 8.0 +749.4004195895468 5914.91064453125 4.518441200256348 8.0 +749.4208529264506 5912.84228515625 4.519076347351074 8.0 +749.4412862640456 5914.1318359375 4.518173694610596 8.0 +749.4617196018808 5918.6494140625 4.519437789916992 8.0 +749.4821529399487 5917.3076171875 4.518935203552246 8.0 +749.5025862787079 5916.5234375 4.519188404083252 8.0 +749.5230196177072 5922.6064453125 4.520496845245361 8.0 +749.5434530569328 5916.365234375 4.518106937408447 8.0 +749.6047530771903 5899.98095703125 4.516500949859619 8.0 +749.6251864182777 5910.52001953125 4.518278121948242 8.0 +749.6660531011585 5916.9814453125 4.519400596618652 8.0 +749.7069196854427 5914.98583984375 4.5203447341918945 8.0 +749.7273531284009 5910.9697265625 4.518367767333984 8.0 +749.747786471351 5915.486328125 4.519220352172852 8.0 +749.7682198150069 5904.72802734375 4.517551898956299 8.0 +749.7886531588883 5908.33154296875 4.517820835113525 8.0 +749.8090865032427 5904.4599609375 4.517529010772705 8.0 +749.8499531931157 5903.83349609375 4.517623424530029 8.0 +749.911253230588 5906.2646484375 4.518612861633301 8.0 +749.9316866770387 5905.81591796875 4.518002510070801 8.0 +749.9521199241863 5907.49462890625 4.518671035766602 8.0 +749.9725532715674 5914.47119140625 4.519235610961914 8.0 +749.992986719175 5903.67529296875 4.51802396774292 8.0 +750.0134199672539 5895.85205078125 4.518250942230225 8.0 +750.0338533157919 5901.7412109375 4.518632888793945 8.0 +750.0542867648037 5902.86083984375 4.518084526062012 8.0 +750.0747201140475 5894.318359375 4.5180745124816895 8.0 +750.0951533637563 5902.482421875 4.517765045166016 8.0 +750.1360201641 5901.7509765625 4.51774787902832 8.0 +750.1564535149664 5895.55126953125 4.51786994934082 8.0 +750.1768868660729 5896.7333984375 4.517714977264404 8.0 +750.2586202746825 5900.79931640625 4.5173468589782715 8.0 +750.2790537276451 5903.3330078125 4.518187999725342 8.0 +750.3199204349803 5897.2275390625 4.5179009437561035 8.0 +750.3403537893391 5896.615234375 4.5182204246521 8.0 +750.3607870439373 5886.58984375 4.516433238983154 8.0 +750.4016538542928 5883.65185546875 4.516519069671631 8.0 +750.4220871100551 5899.541015625 4.518476963043213 8.0 +750.4425205660518 5898.3681640625 4.518229961395264 8.0 +750.4629538227382 5890.07080078125 4.518559455871582 8.0 +750.4833871796654 5897.5791015625 4.518147945404053 8.0 +750.5038206368263 5894.27978515625 4.517673015594482 8.0 +750.524253894444 5899.1552734375 4.5173492431640625 8.0 +750.5446873525361 5892.10302734375 4.517197132110596 8.0 +750.5651207110932 5886.20068359375 4.517121315002441 8.0 +750.585553969875 5898.93017578125 4.518378734588623 8.0 +750.6059874291313 5886.95068359375 4.516646862030029 8.0 +750.6264207886197 5887.39404296875 4.51809024810791 8.0 +750.6468541485665 5885.4345703125 4.516878604888916 8.0 +750.6877208696387 5885.89404296875 4.517596244812012 8.0 +750.7081542307496 5891.5234375 4.517154216766357 8.0 +750.7490209541429 5888.62255859375 4.517475128173828 8.0 +750.769454416426 5890.529296875 4.51713228225708 8.0 +750.789887779174 5888.9453125 4.517149925231934 8.0 +750.8103210421541 5887.0078125 4.517782688140869 8.0 +750.8307545055941 5889.86865234375 4.5176568031311035 8.0 +750.8511878695062 5885.79541015625 4.517382621765137 8.0 +750.8716211336432 5890.69482421875 4.517580509185791 8.0 +750.9124879630981 5903.12939453125 4.519862174987793 8.0 +750.9329214284007 5883.796875 4.517850399017334 8.0 +750.9737880601824 5885.5078125 4.5181450843811035 8.0 +751.0146547935874 5874.23388671875 4.516632556915283 8.0 +751.0350881607592 5882.46044921875 4.517409801483154 8.0 +751.0963881648277 5880.5087890625 4.516961574554443 8.0 +751.1168216336227 5883.96484375 4.517186641693115 8.0 +751.1372550026572 5883.23291015625 4.516913890838623 8.0 +751.1576884723909 5879.11376953125 4.517336368560791 8.0 +751.1781217421158 5883.091796875 4.517748832702637 8.0 +751.1985551125472 5882.40966796875 4.517905235290527 8.0 +751.2189885832122 5881.48828125 4.517449855804443 8.0 +751.2394218543341 5877.466796875 4.516854286193848 8.0 +751.280288697526 5873.7392578125 4.51615047454834 8.0 +751.3415888153322 5871.08984375 4.516963005065918 8.0 +751.3620221887832 5877.7978515625 4.516792297363281 8.0 +751.3824555624742 5881.0341796875 4.517922401428223 8.0 +751.4028889366309 5875.630859375 4.515775680541992 8.0 +751.5254891894729 5871.86328125 4.518065452575684 8.0 +751.545922666417 5874.4140625 4.517150402069092 8.0 +751.5663560436005 5877.88330078125 4.517984390258789 8.0 +751.586789321249 5870.85107421875 4.517306327819824 8.0 +751.6072227991244 5880.3984375 4.516977787017822 8.0 +751.6276561774721 5880.45458984375 4.517375946044922 8.0 +751.6889563148361 5864.310546875 4.516770362854004 8.0 +751.7298230750166 5878.15673828125 4.517969131469727 8.0 +751.7706898368342 5874.98046875 4.516982078552246 8.0 +751.8728567476501 5867.04833984375 4.5178914070129395 8.0 +751.89329013112 5874.82958984375 4.518773078918457 8.0 +751.9137235148155 5867.509765625 4.517644882202148 8.0 +751.9341569989847 5871.0283203125 4.51745080947876 8.0 +751.9545903833787 5865.10107421875 4.5170512199401855 8.0 +751.9750236682448 5867.18603515625 4.517322540283203 8.0 +751.9954571535782 5871.12255859375 4.516949653625488 8.0 +752.0158905391363 5870.203125 4.518006801605225 8.0 +752.0363238253994 5864.92138671875 4.517194747924805 8.0 +752.0567573116641 5864.2705078125 4.517485618591309 8.0 +752.0771906986192 5866.85400390625 4.517873287200928 8.0 +752.0976239858137 5870.06494140625 4.51863431930542 8.0 +752.1180574732425 5867.25439453125 4.518497467041016 8.0 +752.138490861129 5870.34619140625 4.518293380737305 8.0 +752.1589243494891 5861.61669921875 4.518120765686035 8.0 +752.199791027364 5863.63134765625 4.517651557922363 8.0 +752.3632581542479 5859.97216796875 4.517812728881836 8.0 +752.4245583330558 5863.0185546875 4.518223762512207 8.0 +752.4449918267637 5857.48681640625 4.517498016357422 8.0 +752.4654252209439 5872.65869140625 4.518273830413818 8.0 +752.5062920102282 5857.0810546875 4.517858028411865 8.0 +752.5267254055725 5853.51123046875 4.517457008361816 8.0 +752.5471588011496 5865.44775390625 4.518364906311035 8.0 +752.5675921971851 5860.65283203125 4.517837047576904 8.0 +752.6901925813436 5862.31640625 4.518343925476074 8.0 +752.7106260801811 5853.31103515625 4.517658233642578 8.0 +752.7310594792507 5861.96630859375 4.519614219665527 8.0 +752.7514927787779 5859.67822265625 4.51850700378418 8.0 +752.7719262785467 5861.56103515625 4.519339084625244 8.0 +752.7923596787732 5857.55419921875 4.518278121948242 8.0 +752.8127929794719 5860.40771484375 4.51983642578125 8.0 +752.8536598820356 5862.27685546875 4.5193681716918945 8.0 +752.8740931838911 5866.5869140625 4.520187854766846 8.0 +752.8945266859882 5860.41259765625 4.518881797790527 8.0 +752.914960088543 5854.42529296875 4.5178914070129395 8.0 +752.9353934915707 5856.37646484375 4.518668174743652 8.0 +752.9558268948313 5859.78515625 4.519293785095215 8.0 +753.0171271071667 5855.76513671875 4.518594264984131 8.0 +753.0375605120498 5856.03466796875 4.519057273864746 8.0 +753.2214612735042 5854.98681640625 4.51829195022583 8.0 +753.2418946821199 5850.0439453125 4.517683506011963 8.0 +753.3031949107535 5859.31103515625 4.519627571105957 8.0 +753.3236284209997 5857.20703125 4.5186052322387695 8.0 +753.3440617317028 5858.732421875 4.518743515014648 8.0 +753.3644951426468 5854.6201171875 4.518128395080566 8.0 +753.446228890607 5856.77734375 4.5187668800354 8.0 +753.4666622036384 5852.173828125 4.518424034118652 8.0 +753.4870956171435 5852.82470703125 4.518004417419434 8.0 +753.5892626895438 5858.833984375 4.519612789154053 8.0 +753.6301296214369 5849.6279296875 4.518579959869385 8.0 +753.6505629377352 5852.51416015625 4.518843650817871 8.0 +753.6709964547335 5857.4970703125 4.519145488739014 8.0 +753.7118632894199 5852.89990234375 4.518410682678223 8.0 +753.7322967075816 5855.681640625 4.519267559051514 8.0 +753.7731635445962 5846.06005859375 4.518816947937012 8.0 +753.7935969636892 5850.1201171875 4.518787384033203 8.0 +753.8140303832479 5857.263671875 4.519851207733154 8.0 +753.8344639032657 5861.9736328125 4.5197930335998535 8.0 +753.8548972235221 5857.771484375 4.5191650390625 8.0 +753.8753306442377 5854.1923828125 4.518441200256348 8.0 +753.895764165427 5854.2744140625 4.518959045410156 8.0 +753.9161974868475 5864.23828125 4.519918918609619 8.0 +753.936631008728 5856.7099609375 4.518399238586426 8.0 +753.9570644308478 5862.40380859375 4.519618034362793 8.0 +753.9774977534325 5859.173828125 4.519530296325684 8.0 +753.9979312764772 5858.51513671875 4.51983642578125 8.0 +754.018364699994 5854.48828125 4.5186238288879395 8.0 +754.0387980237429 5849.423828125 4.518158912658691 8.0 +754.0592315479516 5853.79931640625 4.518701076507568 8.0 +754.0796649723998 5859.138671875 4.519341945648193 8.0 +754.1205318226857 5863.70361328125 4.520352840423584 8.0 +754.140965248298 5859.619140625 4.51936149597168 8.0 +754.1613987743767 5861.2431640625 4.518564701080322 8.0 +754.2022655279216 5863.09033203125 4.519307613372803 8.0 +754.2226989551637 5854.173828125 4.517741680145264 8.0 +754.2431323826313 5849.9189453125 4.518475532531738 8.0 +754.2635658108047 5868.06689453125 4.520575523376465 8.0 +754.283999239211 5859.48974609375 4.519208908081055 8.0 +754.3044326680756 5861.60205078125 4.51936674118042 8.0 +754.3248661971811 5859.57666015625 4.5191874504089355 8.0 +754.3452996267515 5854.09912109375 4.518531322479248 8.0 +754.3657329567795 5853.259765625 4.518813610076904 8.0 +754.4065999177838 5857.51220703125 4.519145965576172 8.0 +754.4270332489759 5859.0390625 4.519085884094238 8.0 +754.4474667804097 5861.76708984375 4.5191216468811035 8.0 +754.4679002123085 5860.85400390625 4.519246578216553 8.0 +754.5087670772627 5857.9189453125 4.519073009490967 8.0 +754.5292005103256 5858.22802734375 4.5196099281311035 8.0 +754.5700673776082 5870.794921875 4.520522117614746 8.0 +754.6109343462886 5856.625 4.5187296867370605 8.0 +754.6313676814461 5857.232421875 4.518795967102051 8.0 +754.6518011166045 5859.72802734375 4.518791675567627 8.0 +754.6722346524548 5859.9951171875 4.519289493560791 8.0 +754.6926679885437 5862.02783203125 4.519452095031738 8.0 +754.7131015250925 5860.13232421875 4.519781112670898 8.0 +754.7335349621135 5862.5751953125 4.51877498626709 8.0 +754.7539682993665 5863.30517578125 4.520321369171143 8.0 +754.7948352750318 5865.0810546875 4.519557952880859 8.0 +754.8357021523261 5871.166015625 4.520837783813477 8.0 +754.8561355916754 5859.04296875 4.518833637237549 8.0 +754.8765690312575 5869.97998046875 4.520756244659424 8.0 +754.9378693525578 5864.09912109375 4.52021598815918 8.0 +754.9787362352072 5863.333984375 4.519808769226074 8.0 +754.9991696771176 5869.19384765625 4.519336223602295 8.0 +755.0196031194937 5869.91552734375 4.520505905151367 8.0 +755.0400365620953 5867.64892578125 4.5195746421813965 8.0 +755.0604701051707 5863.24169921875 4.5191216468811035 8.0 +755.0809034487029 5873.35791015625 4.520788192749023 8.0 +755.1013369927095 5871.7294921875 4.520442962646484 8.0 +755.1217704369483 5879.6142578125 4.522078990936279 8.0 +755.1422037816519 5872.24755859375 4.520611763000488 8.0 +755.1626373265826 5864.97314453125 4.519654273986816 8.0 +755.2239376639482 5868.04248046875 4.519207954406738 8.0 +755.2443711105152 5877.29443359375 4.519743919372559 8.0 +755.2648044575471 5867.5556640625 4.52018928527832 8.0 +755.285238005039 5876.06396484375 4.5217671394348145 8.0 +755.3056714527702 5867.08740234375 4.519968509674072 8.0 +755.3261050007277 5869.59619140625 4.521183490753174 8.0 +755.3465383493894 5871.18994140625 4.520306587219238 8.0 +755.3669717982848 5879.63037109375 4.521308898925781 8.0 +755.4078386972324 5874.74365234375 4.522036552429199 8.0 +755.4282721472919 5869.81201171875 4.521839618682861 8.0 +755.5100060514742 5880.78564453125 4.521199703216553 8.0 +755.5713064086303 5875.9970703125 4.521939277648926 8.0 +755.5917397617159 5878.6796875 4.521780490875244 8.0 +755.6121733152686 5874.3544921875 4.522241592407227 8.0 +755.6326067692789 5879.5029296875 4.5219221115112305 8.0 +755.69390713342 5882.05322265625 4.5228095054626465 8.0 +755.7143406888354 5879.6123046875 4.521636486053467 8.0 +755.7347740447149 5875.939453125 4.5219645500183105 8.0 +755.7552075010535 5880.77587890625 4.523029804229736 8.0 +755.775641057633 5875.7783203125 4.522398471832275 8.0 +755.7960744146767 5876.62939453125 4.522080421447754 8.0 +755.8165078721795 5881.72802734375 4.521953105926514 8.0 +755.8369414299232 5880.0849609375 4.522442817687988 8.0 +755.857374788131 5879.666015625 4.522754669189453 8.0 +755.8778083467987 5888.15673828125 4.523285388946533 8.0 +755.8982418057058 5890.83935546875 4.523880958557129 8.0 +755.9186751650705 5884.45703125 4.5235395431518555 8.0 +755.9799756455104 5879.00927734375 4.522387504577637 8.0 +756.0208425677483 5890.27197265625 4.523828983306885 8.0 +756.1230098799642 5896.330078125 4.5243821144104 8.0 +756.16387680755 5891.60107421875 4.523591041564941 8.0 +756.184310272045 5894.423828125 4.523239612579346 8.0 +756.2047437367728 5900.7099609375 4.524693965911865 8.0 +756.2251773019598 5888.828125 4.523301124572754 8.0 +756.2456106676182 5903.0849609375 4.52426815032959 8.0 +756.2660441335101 5884.6796875 4.521420478820801 8.0 +756.2864776998613 5890.67333984375 4.523112773895264 8.0 +756.306911066451 5895.02490234375 4.5225934982299805 8.0 +756.3273446337407 5901.384765625 4.524099826812744 8.0 +756.3477781012552 5901.54052734375 4.5245866775512695 8.0 +756.3682114690091 5891.7412109375 4.5223612785339355 8.0 +756.3886450372302 5899.701171875 4.523929119110107 8.0 +756.4090785059088 5894.861328125 4.523462772369385 8.0 +756.4295118750597 5894.73046875 4.523203372955322 8.0 +756.4499454444449 5899.45556640625 4.524388313293457 8.0 +756.4703789142877 5901.78662109375 4.523794174194336 8.0 +756.4908124843714 5900.619140625 4.524727821350098 8.0 +756.5112458551521 5891.50634765625 4.522884845733643 8.0 +756.5316793261591 5900.9931640625 4.524036884307861 8.0 +756.5521128974069 5904.53955078125 4.524940013885498 8.0 +756.5725462691189 5904.99560546875 4.524064540863037 8.0 +756.59297974129 5904.0498046875 4.523890018463135 8.0 +756.6134133139349 5904.7705078125 4.524148941040039 8.0 +756.633846686811 5892.57373046875 4.523985385894775 8.0 +756.6542801601463 5912.48388671875 4.526671409606934 8.0 +756.6747137337225 5907.130859375 4.525329113006592 8.0 +756.6951472079963 5907.8876953125 4.52553129196167 8.0 +756.7155806824958 5903.533203125 4.524555206298828 8.0 +756.7360141572353 5908.4892578125 4.525832653045654 8.0 +756.7564476324333 5908.64013671875 4.524920463562012 8.0 +756.7768811081041 5906.46484375 4.524697780609131 8.0 +756.7973145842407 5908.126953125 4.526421546936035 8.0 +756.8177479606093 5905.7607421875 4.523547649383545 8.0 +756.8381815374378 5913.4404296875 4.525979042053223 8.0 +756.8586150145056 5910.63818359375 4.526292324066162 8.0 +756.8790484922647 5910.82470703125 4.526777744293213 8.0 +756.899481970031 5912.509765625 4.527383327484131 8.0 +756.9199154484959 5918.67919921875 4.5275797843933105 8.0 +757.0220828461606 5915.935546875 4.527101039886475 8.0 +757.0425163267209 5917.4873046875 4.525887489318848 8.0 +757.0629499077404 5916.41455078125 4.526442050933838 8.0 +757.1038168711893 5911.38330078125 4.526722431182861 8.0 +757.1651173189166 5918.47119140625 4.526859760284424 8.0 +757.2672847398644 5915.98486328125 4.526573657989502 8.0 +757.3285852969057 5935.63134765625 4.5292067527771 8.0 +757.3490187835196 5933.92431640625 4.530228137969971 8.0 +757.3694521703583 5925.1533203125 4.530170917510986 8.0 +757.3898857576714 5927.87890625 4.528676509857178 8.0 +757.4103192454495 5931.38525390625 4.529081344604492 8.0 +757.4307526334524 5930.65869140625 4.529511451721191 8.0 +757.4511862219297 5929.2099609375 4.529201507568359 8.0 +757.4716196106383 5928.27294921875 4.529955863952637 8.0 +757.4920531998068 5922.1806640625 4.529094696044922 8.0 +757.5124866894475 5928.98681640625 4.5296101570129395 8.0 +757.5329200795532 5928.12060546875 4.529328346252441 8.0 +757.5533536698858 5932.22900390625 4.530350208282471 8.0 +757.5737871606907 5926.40185546875 4.529635429382324 8.0 +757.5942205517276 5934.7314453125 4.527865409851074 8.0 +757.6555210276274 5933.7236328125 4.529994010925293 8.0 +757.6759546202884 5933.56884765625 4.530176639556885 8.0 +757.6963881134216 5938.74560546875 4.531439304351807 8.0 +757.7372551008448 5952.19482421875 4.532110214233398 8.0 +757.7576885949093 5941.6845703125 4.53090238571167 8.0 +757.8394226760429 5940.12939453125 4.530722141265869 8.0 +757.8598561722029 5938.06591796875 4.530889511108398 8.0 +757.9007231656869 5938.7080078125 4.530608654022217 8.0 +757.9415901607936 5937.34423828125 4.531613349914551 8.0 +757.9620236590417 5942.251953125 4.5321807861328125 8.0 +757.98245715753 5942.7060546875 4.532984256744385 8.0 +758.0028907564847 5942.068359375 4.531132221221924 8.0 +758.0233241556707 5951.52880859375 4.53239107131958 8.0 +758.064191155434 5945.49169921875 4.5323805809021 8.0 +758.0846246560104 5946.4521484375 4.532310962677002 8.0 +758.1050582568278 5941.603515625 4.531938552856445 8.0 +758.186792164277 5943.42724609375 4.532888889312744 8.0 +758.2276592700946 5941.52197265625 4.532336711883545 8.0 +758.2685262777741 5958.1123046875 4.534050464630127 8.0 +758.2889597820831 5957.18603515625 4.533540725708008 8.0 +758.309393186857 5950.97265625 4.53297233581543 8.0 +758.3298267920909 5949.9111328125 4.533463478088379 8.0 +758.370693803503 5949.0009765625 4.5331854820251465 8.0 +758.3911273096674 5951.65478515625 4.534478664398193 8.0 +758.4524278309691 5954.92626953125 4.53375768661499 8.0 +758.4728613387706 5958.10595703125 4.534506320953369 8.0 +758.5137283557633 5959.20263671875 4.534815311431885 8.0 +758.534161864729 5955.08154296875 4.5337958335876465 8.0 +758.554595474161 5947.86376953125 4.532816410064697 8.0 +758.5750289838179 5959.9326171875 4.535190105438232 8.0 +758.595462393947 5956.44677734375 4.535017013549805 8.0 +758.6158960045432 5962.3505859375 4.535655498504639 8.0 +758.636329515597 5960.79052734375 4.534970760345459 8.0 +758.6771965386433 5956.4619140625 4.533638954162598 8.0 +758.6976300508686 5965.91064453125 4.535203456878662 8.0 +758.7384970762505 5960.36865234375 4.535627841949463 8.0 +758.7589304893991 5970.74755859375 4.535287380218506 8.0 +758.7997976173356 5960.9150390625 4.535309314727783 8.0 +758.8202310316556 5956.69580078125 4.535221576690674 8.0 +758.8406646464427 5964.5302734375 4.535425662994385 8.0 +758.8610981616948 5959.76025390625 4.535677909851074 8.0 +758.881531777406 5962.2119140625 4.535080432891846 8.0 +758.9019651933559 5968.04833984375 4.536070823669434 8.0 +758.9223987097648 5965.5029296875 4.535459995269775 8.0 +758.9428323266475 5962.3330078125 4.535379886627197 8.0 +758.9632657437614 5970.99609375 4.535540580749512 8.0 +758.9836992613418 5962.162109375 4.53588342666626 8.0 +759.0041328793814 5966.1865234375 4.535654067993164 8.0 +759.0245662976595 5969.43994140625 4.536947727203369 8.0 +759.0449998163967 5970.4189453125 4.536279678344727 8.0 +759.0654334353749 5972.5439453125 4.536830425262451 8.0 +759.0858669550507 5973.1328125 4.535678386688232 8.0 +759.1063004749521 5962.90966796875 4.535789489746094 8.0 +759.1471675157009 5969.0732421875 4.5364298820495605 8.0 +759.1676010367664 5961.01953125 4.535958290100098 8.0 +759.1880345583049 5971.0 4.536376953125 8.0 +759.2084680800763 5972.88330078125 4.536729335784912 8.0 +759.2289017023068 5971.82666015625 4.536253452301025 8.0 +759.2697687479449 5965.81494140625 4.536706447601318 8.0 +759.290202171338 5973.03125 4.537252902984619 8.0 +759.3106356952048 5961.61376953125 4.535331726074219 8.0 +759.3719362688935 5973.0078125 4.537006378173828 8.0 +759.392369894158 5979.6748046875 4.540032386779785 8.0 +759.4128033198795 5973.8818359375 4.537400245666504 8.0 +759.4332368460746 5973.5908203125 4.538455963134766 8.0 +759.4536704725033 5977.74462890625 4.538706302642822 8.0 +759.4945375265161 5976.1103515625 4.537389278411865 8.0 +759.5558381106821 5980.75634765625 4.53995418548584 8.0 +759.5762716396712 5972.41357421875 4.537715911865234 8.0 +759.5967051688858 5979.13671875 4.540768623352051 8.0 +759.6171386983406 5978.06884765625 4.539397716522217 8.0 +759.6375722284938 5974.712890625 4.537838459014893 8.0 +759.6784392894915 5970.67822265625 4.538628101348877 8.0 +759.6988728208089 5976.28662109375 4.540720462799072 8.0 +759.7193064523526 5983.8720703125 4.5414886474609375 8.0 +759.7397399841357 5977.63818359375 4.541486740112305 8.0 +759.7601734166165 5981.76025390625 4.540912628173828 8.0 +759.7806070493243 5980.7568359375 4.5417160987854 8.0 +759.8010405822715 5990.87158203125 4.542171478271484 8.0 +759.8214740159165 5977.86572265625 4.540974140167236 8.0 +759.8419076497885 5970.02587890625 4.5393829345703125 8.0 +759.8623411838998 5975.9150390625 4.540731906890869 8.0 +759.8827748187032 5975.04345703125 4.539704322814941 8.0 +759.9032082537451 5976.5947265625 4.541378021240234 8.0 +759.9440753249946 5989.384765625 4.541861057281494 8.0 +759.9645088611942 5974.76025390625 4.541895389556885 8.0 +759.9849422978659 5976.86865234375 4.542145252227783 8.0 +760.0053759347647 5976.92041015625 4.541206359863281 8.0 +760.0258094721357 5979.28564453125 4.542211532592773 8.0 +760.0666765480419 5974.75927734375 4.54136848449707 8.0 +760.0871100865697 5980.93798828125 4.541335582733154 8.0 +760.1279771647969 5981.06884765625 4.5416083335876465 8.0 +760.1484107044962 5981.80078125 4.5415754318237305 8.0 +760.1688443446619 5979.2099609375 4.539433479309082 8.0 +760.189277785059 5974.18798828125 4.541244983673096 8.0 +760.2097113259151 5989.02490234375 4.542868614196777 8.0 +760.230144967245 5992.87353515625 4.541590690612793 8.0 +760.2505785087997 5985.45849609375 4.541398525238037 8.0 +760.2710120510601 5981.6865234375 4.541052341461182 8.0 +760.2914455933205 5985.888671875 4.542353630065918 8.0 +760.3118791362722 5987.97216796875 4.54204797744751 8.0 +760.3323126794639 5986.26025390625 4.540647506713867 8.0 +760.3527462228885 5984.9482421875 4.541279315948486 8.0 +760.3731797670043 5976.10009765625 4.539939880371094 8.0 +760.393613411361 5986.33056640625 4.540488243103027 8.0 +760.4140468561818 5984.32861328125 4.5402631759643555 8.0 +760.4344805012297 5986.4287109375 4.540262222290039 8.0 +760.4549140467498 5993.1611328125 4.541843891143799 8.0 +760.4753474927347 5975.0009765625 4.540085792541504 8.0 +760.4957811389468 5974.8173828125 4.53996467590332 8.0 +760.516214685631 5988.23046875 4.540811538696289 8.0 +760.5366481327801 5983.02587890625 4.540579319000244 8.0 +760.5570817803891 5988.970703125 4.54086971282959 8.0 +760.5775153282375 5984.5146484375 4.539817810058594 8.0 +760.6183824250911 5990.44091796875 4.541340351104736 8.0 +760.6388158741029 5986.9462890625 4.541680335998535 8.0 +760.6592495235818 5984.89013671875 4.539024829864502 8.0 +760.6796830732856 5987.591796875 4.539961338043213 8.0 +760.7001165234615 5985.98974609375 4.540250778198242 8.0 +760.7409837249725 5998.1689453125 4.542257308959961 8.0 +760.7614171765454 5988.70068359375 4.540841579437256 8.0 +760.7818508281198 5990.24365234375 4.540871620178223 8.0 +760.8022843803847 5978.578125 4.540225028991699 8.0 +760.8227180328904 5986.14208984375 4.5407209396362305 8.0 +760.8431514858603 5985.015625 4.540908336639404 8.0 +760.8635850390565 5986.3798828125 4.541651725769043 8.0 +760.8840186927264 5984.1015625 4.540882110595703 8.0 +760.9044521468604 5991.77490234375 4.541292667388916 8.0 +760.9248857012208 5979.9150390625 4.540402889251709 8.0 +760.9453193562877 5988.8671875 4.540502071380615 8.0 +760.9657529113465 5974.6923828125 4.540407657623291 8.0 +760.9861863671103 5986.47021484375 4.540285110473633 8.0 +761.0066200231086 5986.8046875 4.540682315826416 8.0 +761.0270535795717 5984.00830078125 4.54025936126709 8.0 +761.0474872362611 5985.4931640625 4.537117004394531 8.0 +763.7651379547533 5954.291015625 4.485696315765381 8.0 +763.7855715636033 5955.0087890625 4.493117809295654 8.0 +763.8060051726789 5961.6650390625 4.495923042297363 8.0 +763.8264387822273 5963.3896484375 4.499939441680908 8.0 +763.8468723922415 5959.03662109375 4.505034446716309 8.0 +763.8673061027148 5952.3935546875 4.5073957443237305 8.0 +763.8877396134267 5966.9287109375 4.5089802742004395 8.0 +763.9081733246057 5962.94140625 4.511685848236084 8.0 +763.9490404481185 5963.63134765625 4.517755508422852 8.0 +763.9694741604617 5954.59716796875 4.5176568031311035 8.0 +763.9899077730297 5954.7587890625 4.520427227020264 8.0 +764.0103412860699 5958.783203125 4.521641254425049 8.0 +764.0307749995773 5959.65380859375 4.5231146812438965 8.0 +764.0716421277466 5948.21728515625 4.524913787841797 8.0 +764.0920758424181 5952.09521484375 4.52604866027832 8.0 +764.1533766887515 5946.39794921875 4.528848648071289 8.0 +764.1738103048119 5947.29736328125 4.528857231140137 8.0 +764.1942439213453 5945.32177734375 4.5292463302612305 8.0 +764.2146775383444 5947.39306640625 4.530683517456055 8.0 +764.2351111558019 5947.5126953125 4.532188892364502 8.0 +764.2555447734994 5940.09228515625 4.531162738800049 8.0 +764.2759783916626 5950.54296875 4.533548831939697 8.0 +764.2964121100522 5939.27392578125 4.5328497886657715 8.0 +764.3168456289131 5944.20849609375 4.534059047698975 8.0 +764.3781465880529 5946.78466796875 4.534672260284424 8.0 +764.3985801085437 5935.31982421875 4.534665584564209 8.0 +764.4190138292615 5935.61083984375 4.535109996795654 8.0 +764.4394474506844 5937.67138671875 4.535164833068848 8.0 +764.4598809721065 5949.90673828125 4.536876678466797 8.0 +764.4803146942213 5931.056640625 4.534246444702148 8.0 +764.5007483165755 5943.61083984375 4.536951541900635 8.0 +764.521181939388 5939.7080078125 4.5369672775268555 8.0 +764.5620491861919 5935.64794921875 4.536448001861572 8.0 +764.5824829099365 5940.57080078125 4.5370683670043945 8.0 +764.6029164343854 5937.744140625 4.5367255210876465 8.0 +764.6233500590679 5936.3115234375 4.535006999969482 8.0 +764.6437837842095 5932.98193359375 4.5350661277771 8.0 +764.6642173095897 5928.93408203125 4.532557487487793 8.0 +764.6846510354371 5938.93017578125 4.535345077514648 8.0 +764.7050846617421 5946.06689453125 4.537728309631348 8.0 +764.7255181885193 5925.23681640625 4.5318284034729 8.0 +764.7459519155309 5925.43408203125 4.532752990722656 8.0 +764.7663855427672 5925.7900390625 4.532583713531494 8.0 +764.7868190707086 5927.82373046875 4.531461238861084 8.0 +764.8072527988843 5932.30224609375 4.532557487487793 8.0 +764.8276864275176 5929.5537109375 4.533589839935303 8.0 +764.848120056391 5925.37158203125 4.5323872566223145 8.0 +764.8685536857301 5934.23388671875 4.5336480140686035 8.0 +764.8889872155269 5930.46728515625 4.533012390136719 8.0 +764.9094209455652 5923.80859375 4.532045364379883 8.0 +764.9298545763013 5921.5244140625 4.532219886779785 8.0 +764.9502882070301 5929.6103515625 4.53233003616333 8.0 +764.9707218384647 5924.6083984375 4.5322041511535645 8.0 +764.9911554701321 5919.04248046875 4.531604766845703 8.0 +765.011589102025 5930.63720703125 4.532406806945801 8.0 +765.0320228346245 5930.5400390625 4.532421112060547 8.0 +765.072890100746 5919.9404296875 4.531414031982422 8.0 +765.093323734276 5926.84423828125 4.532052516937256 8.0 +765.113757268271 5919.134765625 4.531098365783691 8.0 +765.1341910027259 5926.63916015625 4.532680988311768 8.0 +765.15462463742 5915.9326171875 4.530821323394775 8.0 +765.1750581725792 5927.990234375 4.531316757202148 8.0 +765.1954919081982 5921.56396484375 4.5322465896606445 8.0 +765.2159255440565 5915.173828125 4.530777454376221 8.0 +765.2363590803798 5920.8662109375 4.531925678253174 8.0 +765.2567928171629 5921.58349609375 4.531005382537842 8.0 +765.2976601916671 5918.431640625 4.531412124633789 8.0 +765.3180937296202 5923.66015625 4.530716896057129 8.0 +765.3589611064526 5922.3544921875 4.530470371246338 8.0 +765.3793946455698 5917.45361328125 4.531671047210693 8.0 +765.3998282849207 5909.43505859375 4.530274868011475 8.0 +765.4202620247306 5916.869140625 4.530027389526367 8.0 +765.440695565012 5910.4736328125 4.530215740203857 8.0 +765.4611293055277 5912.05419921875 4.529746055603027 8.0 +765.4815628465003 5907.66748046875 4.530610084533691 8.0 +765.5019964877138 5908.81787109375 4.530090808868408 8.0 +765.5224302296265 5913.9873046875 4.530169486999512 8.0 +765.5428637717705 5913.4501953125 4.529829502105713 8.0 +765.5632974141408 5904.56103515625 4.529781818389893 8.0 +765.5837311569849 5916.33251953125 4.530694961547852 8.0 +765.6041648002865 5911.419921875 4.530324935913086 8.0 +765.6245983440604 5904.232421875 4.5282511711120605 8.0 +765.6654657325344 5901.68994140625 4.529394149780273 8.0 +765.6858993772403 5903.36865234375 4.528492450714111 8.0 +765.7063330226447 5899.833984375 4.529667854309082 8.0 +765.7267666682746 5910.08349609375 4.531232833862305 8.0 +765.7472004141455 5899.193359375 4.528796672821045 8.0 +765.7880676072746 5900.79296875 4.530050754547119 8.0 +765.8085013545424 5906.42431640625 4.529701232910156 8.0 +765.8289349020415 5903.99609375 4.52880334854126 8.0 +765.8493686500005 5902.67138671875 4.528839588165283 8.0 +765.8698022981989 5903.4892578125 4.528133392333984 8.0 +765.8902358468622 5904.9228515625 4.529089450836182 8.0 +765.9106695959854 5906.71923828125 4.5301713943481445 8.0 +765.9719705454627 5905.85546875 4.528653621673584 8.0 +765.9924041962222 5900.22021484375 4.528797149658203 8.0 +766.0128378472145 5892.8662109375 4.52753210067749 8.0 +766.0332714986653 5897.45849609375 4.5287885665893555 8.0 +766.0537051503561 5897.33447265625 4.52810525894165 8.0 +766.0945724551275 5915.244140625 4.53048038482666 8.0 +766.1150061079825 5908.654296875 4.530308246612549 8.0 +766.1558734150822 5910.6748046875 4.530548095703125 8.0 +766.1763070691013 5901.16845703125 4.528488636016846 8.0 +766.1967407235861 5894.57568359375 4.528258323669434 8.0 +766.2171743785293 5898.58984375 4.529663562774658 8.0 +766.2376081337134 5900.75634765625 4.528318881988525 8.0 +766.2580417893623 5903.3837890625 4.530370235443115 8.0 +766.2784753454689 5898.20849609375 4.5283660888671875 8.0 +766.2989091018171 5892.00244140625 4.528030872344971 8.0 +766.339776315901 5889.92041015625 4.528195381164551 8.0 +766.3602100734133 5892.13623046875 4.527735233306885 8.0 +766.3806437313906 5893.91552734375 4.529120445251465 8.0 +766.401077489827 5888.41845703125 4.528077125549316 8.0 +766.421511048502 5888.66943359375 4.528316020965576 8.0 +766.4419447076361 5892.8349609375 4.528181076049805 8.0 +766.4623784670111 5885.51611328125 4.5278496742248535 8.0 +766.4828120270831 5889.45654296875 4.527064323425293 8.0 +766.5032456873887 5900.70751953125 4.529585838317871 8.0 +766.5236794479206 5891.0966796875 4.528151988983154 8.0 +766.5441130089239 5890.080078125 4.52827262878418 8.0 +766.5645466703863 5877.8876953125 4.525820255279541 8.0 +766.5849804323225 5889.69873046875 4.526838302612305 8.0 +766.6054139944899 5890.7021484375 4.528782367706299 8.0 +766.6258477571173 5891.0048828125 4.528472423553467 8.0 +766.646281419984 5878.2119140625 4.52606725692749 8.0 +766.6667149833156 5885.58544921875 4.526721954345703 8.0 +766.6871487471071 5884.6064453125 4.5277886390686035 8.0 +766.7075824113708 5895.443359375 4.528190612792969 8.0 +766.7280160758673 5884.533203125 4.527490615844727 8.0 +766.7484497405894 5887.65576171875 4.527585029602051 8.0 +766.7688834060173 5884.13427734375 4.526828289031982 8.0 +766.7893170716779 5888.24755859375 4.527569770812988 8.0 +766.809750737797 5879.13671875 4.5262250900268555 8.0 +766.8301844041562 5886.6962890625 4.527288436889648 8.0 +766.850618070981 5879.939453125 4.527372360229492 8.0 +766.8710517382642 5894.46044921875 4.529061794281006 8.0 +766.8914854057875 5877.93798828125 4.526113986968994 8.0 +766.9119191737773 5887.8369140625 4.527464866638184 8.0 +766.9323527422239 5879.47705078125 4.526288986206055 8.0 +766.9527864109114 5888.0439453125 4.527185916900635 8.0 +766.9732201800653 5884.216796875 4.528141021728516 8.0 +766.993653749676 5876.33203125 4.527087211608887 8.0 +767.0140875195284 5896.73046875 4.527763843536377 8.0 +767.0345211898457 5879.7060546875 4.527054309844971 8.0 +767.0549547606206 5883.9375 4.5255351066589355 8.0 +767.1162557748248 5877.091796875 4.526963710784912 8.0 +767.1571232198839 5886.880859375 4.527116298675537 8.0 +767.1775569927559 5880.42431640625 4.526586532592773 8.0 +767.2184242399089 5888.330078125 4.527190685272217 8.0 +767.2388580141778 5887.42529296875 4.5274529457092285 8.0 +767.2592915886853 5879.83642578125 4.5274152755737305 8.0 +767.2797252636592 5880.77197265625 4.527310848236084 8.0 +767.3001590388594 5881.54833984375 4.527376174926758 8.0 +767.320592614531 5880.478515625 4.527854919433594 8.0 +767.3410262906691 5879.16748046875 4.527332305908203 8.0 +767.3614599670327 5882.19775390625 4.527100086212158 8.0 +767.38189374387 5884.443359375 4.526462078094482 8.0 +767.402327421165 5866.515625 4.525883674621582 8.0 +767.4227610989328 5885.072265625 4.526927947998047 8.0 +767.4431946769328 5888.27001953125 4.526629447937012 8.0 +767.463628455167 5880.86328125 4.526645660400391 8.0 +767.4840621340918 5876.03076171875 4.526019096374512 8.0 +767.5044957132559 5880.74560546875 4.526413440704346 8.0 +767.5249294926471 5873.9453125 4.525875091552734 8.0 +767.5862305336341 5875.85205078125 4.526724815368652 8.0 +767.6270979961482 5878.8671875 4.526815891265869 8.0 +767.647531578099 5883.7431640625 4.526915073394775 8.0 +767.6679652602907 5876.2900390625 4.52744197845459 8.0 +767.6883990429487 5871.2294921875 4.525145053863525 8.0 +767.7088326260637 5878.53369140625 4.526559829711914 8.0 +767.7292664094202 5870.10595703125 4.5267839431762695 8.0 +767.7497000932417 5876.83642578125 4.526556968688965 8.0 +767.770133677288 5881.541015625 4.526845932006836 8.0 +767.8110011467943 5866.64501953125 4.5249810218811035 8.0 +767.8314347320047 5885.4921875 4.526278495788574 8.0 +767.8518685179224 5875.67822265625 4.526208400726318 8.0 +767.8723022038394 5871.84765625 4.525818824768066 8.0 +767.8927358904475 5875.57080078125 4.526582717895508 8.0 +767.9131695772958 5876.27587890625 4.526889801025391 8.0 +767.9336032646097 5869.4248046875 4.526844024658203 8.0 +767.9540369521492 5866.365234375 4.52620792388916 8.0 +767.9744706401616 5868.66015625 4.527505397796631 8.0 +767.9949043286397 5875.607421875 4.527440547943115 8.0 +768.0153380173433 5876.56982421875 4.526972770690918 8.0 +768.0357717065199 5883.01171875 4.527947425842285 8.0 +768.0562053959293 5880.29833984375 4.527897357940674 8.0 +768.0766390860299 5878.50732421875 4.527590274810791 8.0 +768.0970727763706 5872.630859375 4.525619983673096 8.0 +768.1175065669377 5878.8720703125 4.527750015258789 8.0 +768.1379402579769 5877.033203125 4.527360916137695 8.0 +768.158373849481 5877.80419921875 4.527477741241455 8.0 +768.1788076414523 5879.921875 4.5279765129089355 8.0 +768.1992413336484 5879.18212890625 4.527531623840332 8.0 +768.2196749263167 5864.65576171875 4.526113510131836 8.0 +768.240108719212 5876.341796875 4.527061939239502 8.0 +768.2605424125795 5880.6083984375 4.527406215667725 8.0 +768.280976006412 5873.51904296875 4.527035236358643 8.0 +768.3014098007116 5877.4921875 4.526828765869141 8.0 +768.321843495236 5879.2470703125 4.527301788330078 8.0 +768.3422772900012 5880.85400390625 4.527815818786621 8.0 +768.3627108854562 5878.44140625 4.527250289916992 8.0 +768.383144581152 5880.71875 4.527721405029297 8.0 +768.4035783770814 5875.9736328125 4.52791166305542 8.0 +768.4240119737078 5874.61572265625 4.527090549468994 8.0 +768.4444456705605 5880.6103515625 4.527795314788818 8.0 +768.4648794676541 5878.19677734375 4.527474403381348 8.0 +768.4853130654374 5875.24267578125 4.5264716148376465 8.0 +768.5057468632294 5882.865234375 4.527927875518799 8.0 +768.5261805617192 5873.57861328125 4.52809476852417 8.0 +768.5466141604411 5877.03515625 4.526891231536865 8.0 +768.5670479596229 5880.53173828125 4.527562141418457 8.0 +768.5874816592768 5870.33056640625 4.526224136352539 8.0 +768.6079153591563 5879.330078125 4.5278239250183105 8.0 +768.6283490595088 5883.740234375 4.528692245483398 8.0 +768.648782760094 5880.08447265625 4.5273542404174805 8.0 +768.6692164611377 5890.51220703125 4.528503894805908 8.0 +768.6896501626543 5881.91650390625 4.527631759643555 8.0 +768.7100838644037 5883.4326171875 4.527626037597656 8.0 +768.7305175666115 5886.47998046875 4.528359413146973 8.0 +768.7509512692923 5885.1435546875 4.528783321380615 8.0 +768.7713849722059 5880.92578125 4.5281147956848145 8.0 +768.7918187755786 5877.982421875 4.5282206535339355 8.0 +768.8326860835004 5873.12255859375 4.5267333984375 8.0 +768.8531198880373 5879.61669921875 4.527287483215332 8.0 +768.9348546099282 5879.68310546875 4.5283684730529785 8.0 +768.9552884165678 5885.6240234375 4.52919864654541 8.0 +768.9757221231994 5880.77392578125 4.52802038192749 8.0 +769.0165895381069 5876.689453125 4.5274434089660645 8.0 +769.0370232461355 5884.7890625 4.528116226196289 8.0 +769.057457054405 5878.43359375 4.527837753295898 8.0 +769.0778906631385 5882.64794921875 4.528112411499023 8.0 +769.0983243723313 5888.03759765625 4.528004169464111 8.0 +769.1187581817649 5883.56103515625 4.528268814086914 8.0 +769.1391917916626 5887.85107421875 4.52728271484375 8.0 +769.1596255020195 5886.36181640625 4.528282642364502 8.0 +769.1800593126172 5879.49365234375 4.528967380523682 8.0 +769.2004929236791 5890.37060546875 4.529069900512695 8.0 +769.2209266352002 5891.98583984375 4.5292558670043945 8.0 +769.2413604469621 5893.3203125 4.52987813949585 8.0 +769.2617940591881 5883.40869140625 4.527495861053467 8.0 +769.2822278716412 5888.06640625 4.528717517852783 8.0 +769.3435290118068 5883.74267578125 4.528501033782959 8.0 +769.404830155232 5875.08447265625 4.528507709503174 8.0 +769.4252638704857 5897.580078125 4.5307207107543945 8.0 +769.4456976859656 5895.244140625 4.529710292816162 8.0 +769.4661313021497 5887.85009765625 4.529285907745361 8.0 +769.4865650185675 5894.2158203125 4.529232501983643 8.0 +769.5274324525599 5890.04931640625 4.529943943023682 8.0 +769.547866169909 5892.84619140625 4.530102729797363 8.0 +769.56829998795 5892.77978515625 4.530458450317383 8.0 +769.5887336062297 5891.841796875 4.529507160186768 8.0 +769.6091673249757 5885.359375 4.528800964355469 8.0 +769.6296011439481 5894.11865234375 4.52970552444458 8.0 +769.6704685833029 5893.21484375 4.530004501342773 8.0 +769.6909023036715 5895.0244140625 4.531078815460205 8.0 +769.7317697451217 5890.8818359375 4.529016494750977 8.0 +769.7522034666545 5885.9267578125 4.5292534828186035 8.0 +769.7726371884273 5905.4443359375 4.531765937805176 8.0 +769.793070910433 5898.0 4.530998706817627 8.0 +769.874805802865 5886.6328125 4.5301899909973145 8.0 +769.8952396269669 5901.5478515625 4.5314860343933105 8.0 +769.9156732513002 5901.70166015625 4.531660556793213 8.0 +769.9361069760926 5903.9326171875 4.531946182250977 8.0 +769.9565407013579 5898.4970703125 4.5316877365112305 8.0 +769.976974426856 5901.31640625 4.531134128570557 8.0 +770.0178419792428 5894.6787109375 4.5312418937683105 8.0 +770.0382756059043 5901.357421875 4.531522274017334 8.0 +770.0587094330258 5902.06591796875 4.532271862030029 8.0 +770.0791431606194 5894.541015625 4.530950546264648 8.0 +770.0995767884451 5911.00244140625 4.5327582359313965 8.0 +770.1404443454885 5896.79248046875 4.531035423278809 8.0 +770.1813118039281 5908.23681640625 4.532167434692383 8.0 +770.2017455336172 5904.9951171875 4.531239986419678 8.0 +770.2221793637727 5893.85595703125 4.530373573303223 8.0 +770.2426129943851 5904.98193359375 4.532280445098877 8.0 +770.2630467252384 5911.798828125 4.532329559326172 8.0 +770.3039141883346 5910.07177734375 4.531291484832764 8.0 +770.324347920352 5909.69384765625 4.532479763031006 8.0 +770.3447817528358 5900.04736328125 4.531477928161621 8.0 +770.3652153855437 5896.8896484375 4.5315985679626465 8.0 +770.3856491189581 5906.35693359375 4.531411647796631 8.0 +770.406082952366 5903.4267578125 4.531796932220459 8.0 +770.4265165864781 5902.68701171875 4.53139066696167 8.0 +770.4469504208246 5899.4140625 4.531445026397705 8.0 +770.4673841556287 5904.7275390625 4.532223701477051 8.0 +770.4878178906729 5899.951171875 4.5313615798950195 8.0 +770.5082516261828 5897.81640625 4.531909942626953 8.0 +770.528685362151 5911.19580078125 4.533090114593506 8.0 +770.5491189983586 5917.80908203125 4.533727645874023 8.0 +770.5695528350334 5913.1982421875 4.532968521118164 8.0 +770.5899865721658 5900.4013671875 4.531642436981201 8.0 +770.6104203095383 5907.9541015625 4.531636714935303 8.0 +770.6308540473765 5902.587890625 4.532601833343506 8.0 +770.6512877854402 5903.82666015625 4.532520294189453 8.0 +770.6717216239776 5921.26123046875 4.534145832061768 8.0 +770.6921552629792 5910.93115234375 4.533300876617432 8.0 +770.7125890022071 5904.37548828125 4.532293796539307 8.0 +770.7330228419087 5911.8896484375 4.5334858894348145 8.0 +770.7534564820744 5916.650390625 4.533036231994629 8.0 +770.7738903224672 5905.62158203125 4.532093048095703 8.0 +770.7943240633322 5916.5859375 4.533300876617432 8.0 +770.814757704662 5912.67431640625 4.533444881439209 8.0 +770.835191546219 5904.07470703125 4.532562255859375 8.0 +770.8760589307421 5915.11328125 4.534379005432129 8.0 +770.8964927734633 5929.51416015625 4.53452730178833 8.0 +770.9169265164237 5915.78857421875 4.533947944641113 8.0 +770.9373602600826 5922.68798828125 4.5347580909729 8.0 +770.9577940039671 5920.1494140625 4.53310489654541 8.0 +770.9782277483246 5914.64306640625 4.53401517868042 8.0 +770.9986615929083 5915.9091796875 4.534046649932861 8.0 +771.0190952379635 5912.603515625 4.534335136413574 8.0 +771.0395289832522 5921.10302734375 4.534563064575195 8.0 +771.0599628292402 5917.09912109375 4.534905910491943 8.0 +771.080396575453 5923.71484375 4.534931659698486 8.0 +771.1008302219052 5916.80126953125 4.5344438552856445 8.0 +771.1212639688238 5914.18896484375 4.534357070922852 8.0 +771.1416978162015 5916.833984375 4.534499645233154 8.0 +771.1621315638185 5914.20947265625 4.534712314605713 8.0 +771.1825653119013 5921.623046875 4.534679889678955 8.0 +771.2029989604416 5918.873046875 4.5339035987854 8.0 +771.2234328092236 5922.5224609375 4.535284519195557 8.0 +771.2438665584632 5924.8193359375 4.5357513427734375 8.0 +771.264300208175 5924.0693359375 4.536111831665039 8.0 +771.2847340581211 5919.37451171875 4.53497838973999 8.0 +771.325601459168 5921.0400390625 4.535499572753906 8.0 +771.3460353102782 5930.11962890625 4.536374092102051 8.0 +771.4277703186672 5924.3779296875 4.535653591156006 8.0 +771.4482041716328 5923.57080078125 4.535419940948486 8.0 +771.4686378250699 5924.07568359375 4.535547256469727 8.0 +771.5095054331032 5932.15625 4.53602409362793 8.0 +771.5299390877044 5926.9521484375 4.5361409187316895 8.0 +771.5503729425327 5927.54541015625 4.536353588104248 8.0 +771.5708066978332 5926.2177734375 4.536099433898926 8.0 +771.5912403535986 5926.60888671875 4.535982608795166 8.0 +771.6525417229859 5926.81689453125 4.5357136726379395 8.0 +771.6934092377705 5932.033203125 4.536694526672363 8.0 +771.7138429956321 5945.8310546875 4.538001537322998 8.0 +771.7547105127451 5932.9580078125 4.537458896636963 8.0 +771.7751442717708 5933.623046875 4.536652565002441 8.0 +771.7955780314878 5937.78125 4.537224769592285 8.0 +771.8160117912121 5944.09130859375 4.53806209564209 8.0 +771.836445551402 5944.7548828125 4.5384202003479 8.0 +771.8568793120503 5931.43017578125 4.536550521850586 8.0 +771.8773130731715 5936.57080078125 4.537141799926758 8.0 +771.9181805963381 5937.70166015625 4.5370635986328125 8.0 +771.9386144583914 5934.111328125 4.536891460418701 8.0 +771.9590482209096 5934.7216796875 4.536221981048584 8.0 +771.9794818838855 5948.20458984375 4.538549900054932 8.0 +771.9999157471029 5943.6875 4.53816032409668 8.0 +772.0203495107853 5941.9833984375 4.537301063537598 8.0 +772.0407831749253 5940.8896484375 4.537198543548584 8.0 +772.0612170393069 5940.72119140625 4.537486553192139 8.0 +772.0816508041535 5944.60693359375 4.5382561683654785 8.0 +772.1020844692248 5944.91650390625 4.537168979644775 8.0 +772.1225183347706 5943.326171875 4.538540363311768 8.0 +772.1429521007813 5941.30615234375 4.537997245788574 8.0 +772.1633859670183 5942.779296875 4.537551403045654 8.0 +772.1838196337267 5945.03759765625 4.538039207458496 8.0 +772.2042534009015 5947.6279296875 4.5380539894104 8.0 +772.2451209361752 5942.5234375 4.538052558898926 8.0 +772.3064223418842 5944.11181640625 4.537692546844482 8.0 +772.32685611138 5949.27734375 4.539349555969238 8.0 +772.347289881116 5951.1103515625 4.538382530212402 8.0 +772.3677236510848 5964.4150390625 4.540230751037598 8.0 +772.4085911924121 5958.2890625 4.539488792419434 8.0 +772.4290249637779 5951.2802734375 4.538658142089844 8.0 +772.4494587353693 5954.36181640625 4.538889408111572 8.0 +772.4698925074335 5953.0625 4.540185928344727 8.0 +772.4903263797314 5947.228515625 4.539437294006348 8.0 +772.5107600524934 5950.576171875 4.5389204025268555 8.0 +772.5311938257146 5941.4697265625 4.538021564483643 8.0 +772.5516276991766 5950.5546875 4.539008617401123 8.0 +772.5720613730955 5961.9814453125 4.539927959442139 8.0 +772.6129290218814 5950.18798828125 4.539374351501465 8.0 +772.6333626969717 5951.19140625 4.540040016174316 8.0 +772.6537964722884 5953.40087890625 4.540257930755615 8.0 +772.6742303480787 5955.1748046875 4.54062557220459 8.0 +772.6946640243259 5949.64306640625 4.539113521575928 8.0 +772.7150979008147 5959.0107421875 4.539437770843506 8.0 +772.7355316777684 5964.16552734375 4.540796279907227 8.0 +772.7559653551871 5955.08984375 4.539126396179199 8.0 +772.7763992328328 5953.234375 4.539790153503418 8.0 +772.7968330109506 5959.8193359375 4.5400848388671875 8.0 +772.8172667892941 5962.1376953125 4.540248870849609 8.0 +772.8377005681104 5956.48095703125 4.539248943328857 8.0 +772.8785682269008 5954.62548828125 4.540318489074707 8.0 +772.9194356870939 5959.01513671875 4.539401531219482 8.0 +772.9398695677664 5963.591796875 4.54008150100708 8.0 +772.9603033489111 5967.626953125 4.540832996368408 8.0 +772.9807370302879 5953.26904296875 4.53923225402832 8.0 +773.0011709121245 5955.9677734375 4.539493560791016 8.0 +773.0216045944326 5958.208984375 4.53928804397583 8.0 +773.0420383769742 5966.86572265625 4.541022300720215 8.0 +773.062472259975 5955.95556640625 4.539459705352783 8.0 +773.1237736110852 5967.85302734375 4.5394287109375 8.0 +773.1442072954887 5958.431640625 4.539985656738281 8.0 +773.1850749656878 5973.19482421875 4.540593147277832 8.0 +773.2055086512555 5956.06005859375 4.539360523223877 8.0 +773.2259425372904 5962.20751953125 4.540071487426758 8.0 +773.2463763235501 5959.29833984375 4.540302276611328 8.0 +773.2668102102834 5963.4912109375 4.539967060089111 8.0 +773.2872438974737 5966.875 4.540862560272217 8.0 +773.3076776851376 5962.04296875 4.540339946746826 8.0 +773.3281115728023 5956.3720703125 4.539360523223877 8.0 +773.348545261164 5972.4111328125 4.542306900024414 8.0 +773.3689790497519 5955.32373046875 4.539751052856445 8.0 +773.3894129388136 5968.30615234375 4.541338920593262 8.0 +773.4098466280993 5964.44482421875 4.540692329406738 8.0 +773.4302804178587 5965.3330078125 4.5400261878967285 8.0 +773.4507143080846 5964.78076171875 4.540980339050293 8.0 +773.4711479985417 5958.3916015625 4.5397772789001465 8.0 +773.4915818894588 5964.8974609375 4.540205001831055 8.0 +773.512015680848 5960.8427734375 4.539942741394043 8.0 +773.5324494724628 5964.9677734375 4.540564060211182 8.0 +773.5528832643176 5976.107421875 4.541295051574707 8.0 +773.573317056871 5977.7666015625 4.542613983154297 8.0 +773.59375084965 5961.6767578125 4.53998327255249 8.0 +773.614184642669 5964.423828125 4.540609836578369 8.0 +773.6346184361537 5962.08837890625 4.540456295013428 8.0 +773.6550523300975 5966.35693359375 4.540609359741211 8.0 +773.6754860245128 5970.4013671875 4.541255474090576 8.0 +773.6959198191616 5967.9794921875 4.54146146774292 8.0 +773.7163537140368 5969.61279296875 4.540533542633057 8.0 +773.7367874096162 5970.78857421875 4.541186332702637 8.0 +773.7572212054292 5966.2041015625 4.541443824768066 8.0 +773.7776551014686 5968.1298828125 4.541101932525635 8.0 +773.7980887979793 5968.65478515625 4.541849136352539 8.0 +773.8185225949564 5969.79248046875 4.541820049285889 8.0 +773.8389564921599 5969.4794921875 4.540868759155273 8.0 +773.8593901898348 5972.380859375 4.540523052215576 8.0 +773.8798240879769 5966.18408203125 4.540102005004883 8.0 +773.9002578863438 5967.021484375 4.541049480438232 8.0 +773.9206915851828 5964.4052734375 4.541182994842529 8.0 +773.941125484489 5976.3564453125 4.542794227600098 8.0 +773.96155928402 5964.46337890625 4.5407304763793945 8.0 +773.9819929837904 5975.74951171875 4.542481422424316 8.0 +774.0024268842608 5969.3837890625 4.541667461395264 8.0 +774.022860684956 5974.64111328125 4.54153299331665 8.0 +774.043294585892 5977.05615234375 4.5430426597595215 8.0 +774.0637282872922 5973.80224609375 4.5419182777404785 8.0 +774.0841620891515 5972.8759765625 4.542287826538086 8.0 +774.1045959912517 5972.24560546875 4.541889667510986 8.0 +774.125029693816 5969.12841796875 4.541470527648926 8.0 +774.1454634968395 5965.08447265625 4.541008472442627 8.0 +774.1658974001039 5965.076171875 4.541816234588623 8.0 +774.1863312038331 5958.75830078125 4.541324615478516 8.0 +774.2067649077871 5971.3544921875 4.540863037109375 8.0 +774.2271988122156 5968.689453125 4.542586326599121 8.0 +774.2476326171018 5962.74462890625 4.540843486785889 8.0 +774.268066422228 5964.65673828125 4.541529178619385 8.0 +774.2885002278199 5961.919921875 4.540894508361816 8.0 +774.3089340338774 5968.94384765625 4.540481090545654 8.0 +774.3293678401606 5971.7568359375 4.542009353637695 8.0 +774.3498016469166 5965.17724609375 4.540868759155273 8.0 +774.3702353539047 5977.28369140625 4.542069911956787 8.0 +774.3906692613527 5970.154296875 4.540529251098633 8.0 +774.4111030692729 5971.6015625 4.541562080383301 8.0 +774.4315369774195 5974.52001953125 4.5419487953186035 8.0 +774.4519706860374 5965.42333984375 4.540834426879883 8.0 +774.4724044948889 5964.86474609375 4.541098594665527 8.0 +774.4928384041996 5967.2509765625 4.541823863983154 8.0 +774.5132721139817 5974.7958984375 4.541958808898926 8.0 +774.5337059239973 5977.74072265625 4.541952133178711 8.0 +774.5541398344722 5978.96826171875 4.542461395263672 8.0 +774.5745735451856 5963.35009765625 4.540111064910889 8.0 +774.5950074563661 5968.28271484375 4.541690826416016 8.0 +774.6154412680044 5960.6650390625 4.540000915527344 8.0 +774.6358749798819 5968.8359375 4.541321277618408 8.0 +774.6563088922267 5972.0 4.540036201477051 8.0 +774.6971765180715 5968.83203125 4.541251182556152 8.0 +774.7176103313468 5972.80224609375 4.5417938232421875 8.0 +774.7380441453133 5968.21923828125 4.541183948516846 8.0 +774.7789117739594 5969.267578125 4.541860103607178 8.0 +774.7993455888572 5961.17041015625 4.539781093597412 8.0 +774.8197795042288 5970.98095703125 4.541857719421387 8.0 +774.8402133200652 5963.5234375 4.540571689605713 8.0 +774.8606470361265 5967.048828125 4.54196310043335 8.0 +774.9015147691971 5970.39306640625 4.541980743408203 8.0 +774.9219484864225 5969.1943359375 4.541883945465088 8.0 +774.9423824041223 5970.43798828125 4.541747570037842 8.0 +775.003683859075 5961.8046875 4.540294170379639 8.0 +775.0241175781703 5969.66015625 4.540695667266846 8.0 +775.0649853172872 5972.35791015625 4.54202938079834 8.0 +775.0854190375467 5978.1201171875 4.541802883148193 8.0 +775.1262867789919 5968.8359375 4.541584491729736 8.0 +775.1467205001827 5966.00927734375 4.540097236633301 8.0 +775.1671544218334 5971.466796875 4.5419464111328125 8.0 +775.1875882439563 5964.4404296875 4.540448188781738 8.0 +775.2080221665383 5974.0625 4.542184352874756 8.0 +775.228455889126 5966.2646484375 4.541281700134277 8.0 +775.2488897124131 5965.80126953125 4.541193008422852 8.0 +775.2693236359337 5973.2119140625 4.540826797485352 8.0 +775.2897573599112 5973.990234375 4.542534828186035 8.0 +775.3101911841295 5963.25048828125 4.541086673736572 8.0 +775.330625108807 5976.267578125 4.54266881942749 8.0 +775.3510589339567 5960.04638671875 4.539735317230225 8.0 +775.3714927593392 5968.9365234375 4.541644096374512 8.0 +775.3919265851873 5972.37158203125 4.5420122146606445 8.0 +775.412360411261 5965.68115234375 4.54100227355957 8.0 +775.4327942378077 5967.25537109375 4.541055202484131 8.0 +775.4532280645799 5963.66064453125 4.540778636932373 8.0 +775.4736618920579 5976.96923828125 4.542158603668213 8.0 +775.4940957195358 5960.04541015625 4.540780544281006 8.0 +775.5145295477123 5968.18115234375 4.541645050048828 8.0 +775.5349633761143 5970.76806640625 4.541648864746094 8.0 +775.5553972047564 5963.7607421875 4.541100978851318 8.0 +775.5758310340898 5966.447265625 4.540528297424316 8.0 +775.5962649634312 5964.71533203125 4.5406904220581055 8.0 +775.6166986934695 5963.86083984375 4.5413384437561035 8.0 +775.6371325237342 5957.02392578125 4.54025936126709 8.0 +775.6575664542397 5967.93115234375 4.541543960571289 8.0 +775.6780001854422 5955.86181640625 4.539460182189941 8.0 +775.6984340166382 5972.01123046875 4.541945457458496 8.0 +775.7188679485407 5964.60302734375 4.540182590484619 8.0 +775.7393016806745 5962.220703125 4.541158676147461 8.0 +775.7597356130354 5966.2236328125 4.541214466094971 8.0 +775.8414709469216 5966.36376953125 4.541955471038818 8.0 +775.8619046811509 5966.1318359375 4.541525840759277 8.0 +775.882338616073 5966.7373046875 4.541804313659668 8.0 +775.9027724510015 5961.7998046875 4.540816307067871 8.0 +775.9232062866286 5960.984375 4.540864944458008 8.0 +775.9436401224812 5966.7138671875 4.5423736572265625 8.0 +775.9845078953658 5958.41650390625 4.54141902923584 8.0 +776.0458094073547 5960.97607421875 4.5414886474609375 8.0 +776.06624324531 5957.716796875 4.540371894836426 8.0 +776.0866769839631 5968.97216796875 4.5420684814453125 8.0 +776.1071109226177 5957.1611328125 4.540913105010986 8.0 +776.1275447619628 5961.2197265625 4.541508197784424 8.0 +776.147978601548 5960.37744140625 4.541586875915527 8.0 +776.2092801223916 5958.80078125 4.541191577911377 8.0 +776.2297139636066 5957.55224609375 4.540982246398926 8.0 +776.2501478050472 5963.0478515625 4.541329860687256 8.0 +776.2705816467278 5957.994140625 4.540339469909668 8.0 +776.311449231478 5961.6630859375 4.540314674377441 8.0 +776.3318831745564 5957.51953125 4.540332794189453 8.0 +776.3523170178669 5966.58447265625 4.540919303894043 8.0 +776.3727509614037 5957.3134765625 4.540325164794922 8.0 +776.4340524945874 5963.64404296875 4.540858268737793 8.0 +776.4544862397597 5961.48291015625 4.540367603302002 8.0 +776.4749200853985 5963.26953125 4.540868282318115 8.0 +776.4953540312636 5957.62890625 4.5402512550354 8.0 +776.5157877776 5957.34033203125 4.540173530578613 8.0 +776.5362217241636 5953.5185546875 4.539679527282715 8.0 +776.5566555711994 5954.05126953125 4.5401082038879395 8.0 +776.577089418468 5952.38037109375 4.539946556091309 8.0 +776.5975232661949 5956.44189453125 4.540430545806885 8.0 +776.6179571143948 5952.48974609375 4.540052890777588 8.0 +776.6383909628275 5948.99267578125 4.539757251739502 8.0 +776.6588248117187 5953.1640625 4.539367198944092 8.0 +776.6996925106796 5948.33251953125 4.539312839508057 8.0 +776.7201264605028 5954.18359375 4.539708614349365 8.0 +776.7405602110302 5959.65234375 4.539588451385498 8.0 +776.760994161792 5948.4716796875 4.539633750915527 8.0 +776.7814280127786 5947.06005859375 4.539164066314697 8.0 +776.8018617642374 5954.0 4.53947639465332 8.0 +776.8222957161634 5953.349609375 4.539961338043213 8.0 +776.8427294683133 5961.15576171875 4.539819717407227 8.0 +776.863163320937 5952.2158203125 4.539715766906738 8.0 +776.8835972737943 5943.748046875 4.538504123687744 8.0 +776.9040310271084 5947.2294921875 4.538754463195801 8.0 +776.924464980897 5950.671875 4.539724826812744 8.0 +776.9448988349177 5949.0908203125 4.539702415466309 8.0 +777.0062003993007 5943.1259765625 4.538392066955566 8.0 +777.0266341547103 5943.591796875 4.538462162017822 8.0 +777.1288035380785 5948.1552734375 4.538961887359619 8.0 +777.1492374958179 5948.6240234375 4.539269924163818 8.0 +777.169671253796 5948.2626953125 4.538890838623047 8.0 +777.2105390713768 5942.91748046875 4.537498950958252 8.0 +777.2309729305198 5943.89599609375 4.539093971252441 8.0 +777.2718406499625 5946.93408203125 4.5389862060546875 8.0 +777.2922745105025 5945.9375 4.539068222045898 8.0 +777.3127083710424 5953.2119140625 4.5400190353393555 8.0 +777.3331422322735 5946.8193359375 4.539297103881836 8.0 +777.3535760937448 5942.62109375 4.539188385009766 8.0 +777.3740100554423 5932.26953125 4.538754463195801 8.0 +777.3944438176113 5937.43017578125 4.5391435623168945 8.0 +777.4148776802467 5949.40869140625 4.53994083404541 8.0 +777.4353116431084 5949.455078125 4.540013313293457 8.0 +777.4557454064416 5954.49169921875 4.541135311126709 8.0 +777.4761792702411 5946.62841796875 4.539679050445557 8.0 +777.4966131342662 5951.677734375 4.540312767028809 8.0 +777.5170469985314 5940.12744140625 4.539350986480713 8.0 +777.5374809634959 5928.0126953125 4.538370609283447 8.0 +777.5579147284589 5937.5107421875 4.540132522583008 8.0 +777.5783485941138 5943.24072265625 4.539602279663086 8.0 +777.5987825600096 5947.73828125 4.540770530700684 8.0 +777.6396501927229 5933.47412109375 4.539350509643555 8.0 +777.6600841597829 5935.17822265625 4.538613796234131 8.0 +777.6805179270741 5935.23974609375 4.5393781661987305 8.0 +777.7009518948253 5932.197265625 4.5390305519104 8.0 +777.7213857630486 5935.11376953125 4.539449691772461 8.0 +777.7418195314967 5934.44384765625 4.5390472412109375 8.0 +777.7622535001865 5933.67822265625 4.5389485359191895 8.0 +777.782687369574 5929.80859375 4.538268566131592 8.0 +777.843988979359 5934.77099609375 4.539258003234863 8.0 +777.8848568209214 5937.7470703125 4.539350509643555 8.0 +777.9052905924036 5928.93115234375 4.537868022918701 8.0 +777.9257245641129 5926.67626953125 4.537505626678467 8.0 +777.9461584362944 5926.56591796875 4.537247657775879 8.0 +777.9665922089407 5926.984375 4.536557197570801 8.0 +777.9870261818141 5931.20751953125 4.53711462020874 8.0 +778.0074600549269 5927.4697265625 4.537822723388672 8.0 +778.0278938287374 5929.9443359375 4.536670207977295 8.0 +778.0483278025422 5924.51513671875 4.536973476409912 8.0 +778.068761677052 5924.4140625 4.535747051239014 8.0 +778.0891955517945 5924.5126953125 4.536585807800293 8.0 +778.1096294267627 5931.251953125 4.537652969360352 8.0 +778.130063202203 5922.2734375 4.535984039306641 8.0 +778.1504971781105 5923.28466796875 4.535212516784668 8.0 +778.1709310542428 5919.5322265625 4.536246299743652 8.0 +778.1913648308473 5917.4111328125 4.536111831665039 8.0 +778.2322326849826 5925.05615234375 4.536270618438721 8.0 +778.2526666627527 5923.51904296875 4.536596775054932 8.0 +778.3344020770746 5928.58544921875 4.536606788635254 8.0 +778.3548359564738 5920.4287109375 4.535258769989014 8.0 +778.3957038166627 5919.9736328125 4.534571170806885 8.0 +778.4161375972253 5920.41552734375 4.535510063171387 8.0 +778.4570054595097 5912.064453125 4.533833026885986 8.0 +778.4774393412372 5915.13134765625 4.53432559967041 8.0 +778.4978732234304 5909.49169921875 4.532802104949951 8.0 +778.5183071058491 5919.63037109375 4.53334903717041 8.0 +778.5387409885079 5910.73876953125 4.53366756439209 8.0 +778.5591748718653 5915.7841796875 4.532339096069336 8.0 +778.5796087552153 5910.0810546875 4.532841682434082 8.0 +778.6000427392719 5907.01220703125 4.5331196784973145 8.0 +778.6204765235598 5907.72705078125 4.532641410827637 8.0 +778.6613443930619 5904.54931640625 4.532130241394043 8.0 +778.6817781785139 5903.15185546875 4.532121658325195 8.0 +778.7226460503443 5905.85791015625 4.53285551071167 8.0 +778.7430798367277 5910.60302734375 4.533352375030518 8.0 +778.8043814984339 5899.130859375 4.531263828277588 8.0 +778.8248154864414 5893.3466796875 4.530456066131592 8.0 +778.8452492746874 5904.43798828125 4.531062126159668 8.0 +778.8656832634006 5903.828125 4.531879425048828 8.0 +778.8861171523386 5900.794921875 4.531683444976807 8.0 +778.9065509417487 5909.44189453125 4.531793117523193 8.0 +778.9269849316261 5896.6181640625 4.531031608581543 8.0 +778.9474188217282 5895.20458984375 4.531260967254639 8.0 +778.9678527123033 5894.58251953125 4.530542850494385 8.0 +778.9882866031112 5896.65771484375 4.530769348144531 8.0 +779.0087204943775 5894.18994140625 4.5311713218688965 8.0 +779.0291544858846 5898.3291015625 4.530214786529541 8.0 +779.049588277856 5889.67333984375 4.53018045425415 8.0 +779.0700221700536 5891.81689453125 4.529804229736328 8.0 +779.0904561629577 5894.7255859375 4.530845642089844 8.0 +779.1108900558611 5885.75439453125 4.529567241668701 8.0 +779.1313238492221 5894.92919921875 4.529445648193359 8.0 +779.1517578430576 5893.12646484375 4.5298848152160645 8.0 +779.1721917373507 5891.56103515625 4.530328273773193 8.0 +779.1926255318831 5886.97998046875 4.5295891761779785 8.0 +779.2130595266499 5888.986328125 4.529693126678467 8.0 +779.2334934218816 5893.029296875 4.529447078704834 8.0 +779.2539274175724 5897.54150390625 4.530397891998291 8.0 +779.2743612135018 5881.95361328125 4.5278425216674805 8.0 +779.3152290065191 5886.1279296875 4.529082298278809 8.0 +779.3356629036134 5887.4736328125 4.528853893280029 8.0 +779.3560968011734 5879.66357421875 4.52808141708374 8.0 +779.376530698959 5879.26416015625 4.527231216430664 8.0 +779.3969645969846 5882.8271484375 4.528233051300049 8.0 +779.4173985957023 5880.1640625 4.528419494628906 8.0 +779.4378323944256 5879.04248046875 4.529135704040527 8.0 +779.4582662938483 5877.89501953125 4.527956008911133 8.0 +779.4787002934972 5876.2744140625 4.527846813201904 8.0 +779.5195679937387 5883.27978515625 4.5274810791015625 8.0 +779.5400019945519 5876.34326171875 4.527973651885986 8.0 +779.5604357956036 5872.876953125 4.527417182922363 8.0 +779.5808696971217 5869.1708984375 4.525659561157227 8.0 +779.6013036988661 5878.361328125 4.527317047119141 8.0 +779.6217376010827 5882.12548828125 4.527979850769043 8.0 +779.6421715035322 5874.1015625 4.527632236480713 8.0 +779.7034732134343 5864.6181640625 4.526444911956787 8.0 +779.7239071172735 5877.91748046875 4.5274529457092285 8.0 +779.7443410218184 5879.64013671875 4.5271830558776855 8.0 +779.7647750263641 5872.66015625 4.527284622192383 8.0 +779.7852088315994 5867.9296875 4.526784420013428 8.0 +779.8260767427855 5864.93408203125 4.52546501159668 8.0 +779.9282462773699 5860.50341796875 4.523759841918945 8.0 +779.9486801854073 5857.861328125 4.524850845336914 8.0 +779.9691139936695 5861.125 4.525305271148682 8.0 +780.0099818116068 5852.8740234375 4.524725437164307 8.0 +780.0917175516588 5857.748046875 4.525388717651367 8.0 +780.1121514624901 5868.00048828125 4.52642822265625 8.0 +780.1734531973052 5860.32421875 4.524509429931641 8.0 +780.2143210224531 5868.13720703125 4.526133060455322 8.0 +780.2347549356127 5845.12939453125 4.5244221687316895 8.0 +780.2551889489987 5841.46923828125 4.52376651763916 8.0 +780.2756228628568 5856.46728515625 4.525443077087402 8.0 +780.296056676947 5853.29345703125 4.525618076324463 8.0 +780.3164906915044 5850.84326171875 4.52488374710083 8.0 +780.3369246062866 5851.36181640625 4.523226261138916 8.0 +780.357358421541 5854.96826171875 4.52492094039917 8.0 +780.3777924372553 5859.26171875 4.5254974365234375 8.0 +780.3982263532089 5856.9775390625 4.524421691894531 8.0 +780.4186603696289 5860.39013671875 4.525775909423828 8.0 +780.4390941862803 5855.78173828125 4.525944232940674 8.0 +780.4595281033908 5856.55224609375 4.5246052742004395 8.0 +780.4799621207421 5860.3134765625 4.527246475219727 8.0 +780.5003959385504 5845.73828125 4.523369312286377 8.0 +780.5208298568323 5856.263671875 4.524995803833008 8.0 +780.5412638753478 5845.634765625 4.523681640625 8.0 +780.5616976940946 5849.15625 4.523879051208496 8.0 +780.622999452884 5847.97119140625 4.523975372314453 8.0 +780.6638672941044 5847.25732421875 4.524432182312012 8.0 +780.6843012149475 5841.953125 4.523244857788086 8.0 +780.7047352364825 5845.068359375 4.522977828979492 8.0 +780.7251690582561 5850.80078125 4.524349689483643 8.0 +780.7456029804889 5852.33642578125 4.525550842285156 8.0 +780.7660370029625 5849.20263671875 4.5238871574401855 8.0 +780.7864708256675 5845.52294921875 4.524848937988281 8.0 +780.8069048490652 5856.94873046875 4.524925708770752 8.0 +780.8273387724694 5855.70068359375 4.5256500244140625 8.0 +780.8682066206675 5844.1240234375 4.523396015167236 8.0 +780.9090744705027 5842.03759765625 4.523148536682129 8.0 +780.9295083957622 5849.10791015625 4.524561882019043 8.0 +780.9499423214947 5836.82568359375 4.52224063873291 8.0 +780.9703763476937 5846.0791015625 4.524275779724121 8.0 +781.0112441010133 5835.59814453125 4.522721290588379 8.0 +781.0316781281435 5840.22802734375 4.524501323699951 8.0 +781.0521120557314 5836.6904296875 4.523496627807617 8.0 +781.0725458837915 5838.70654296875 4.523623943328857 8.0 +781.0929799118458 5844.10595703125 4.5241618156433105 8.0 +781.1134138406051 5842.5888671875 4.522994518280029 8.0 +781.1338476695964 5832.005859375 4.522953987121582 8.0 +781.1542816988222 5836.22412109375 4.521914958953857 8.0 +781.1747156287383 5842.5986328125 4.523769378662109 8.0 +781.2155834892765 5842.7578125 4.523280620574951 8.0 +781.2768852825393 5838.99462890625 4.523595809936523 8.0 +781.3177531468027 5841.2236328125 4.524369239807129 8.0 +781.33818707928 5835.498046875 4.522721767425537 8.0 +781.358621112231 5843.7099609375 4.524577617645264 8.0 +781.4199229134028 5840.2646484375 4.522636890411377 8.0 +781.4403567477493 5830.74951171875 4.523096561431885 8.0 +781.4812247176014 5837.68408203125 4.5226359367370605 8.0 +781.5016586531128 5844.82958984375 4.524260997772217 8.0 +781.5220924888563 5833.87744140625 4.523898124694824 8.0 +781.5629604617352 5828.5302734375 4.522930145263672 8.0 +781.5833943986363 5831.48974609375 4.522900581359863 8.0 +781.6038283357775 5843.634765625 4.524757385253906 8.0 +781.6242622733844 5837.654296875 4.524012088775635 8.0 +781.685564088526 5842.240234375 4.523963451385498 8.0 +781.7059981275233 5842.392578125 4.524285316467285 8.0 +781.7264319669921 5831.9013671875 4.523029804229736 8.0 +781.7468660066952 5836.3447265625 4.522986888885498 8.0 +781.7672999468559 5840.89404296875 4.525003910064697 8.0 +781.7877337874888 5833.9296875 4.523102760314941 8.0 +781.8081678283561 5843.587890625 4.523749828338623 8.0 +781.8286017694481 5836.44873046875 4.523319721221924 8.0 +781.8490356110124 5838.36474609375 4.523117542266846 8.0 +781.8694696530438 5834.47412109375 4.523760795593262 8.0 +781.8899035953 5838.57177734375 4.523554801940918 8.0 +781.9103375380291 5840.9970703125 4.523979187011719 8.0 +781.9307714809911 5831.43115234375 4.522906303405762 8.0 +781.992073312198 5844.87158203125 4.523806095123291 8.0 +782.0125072565497 5835.5361328125 4.522556304931641 8.0 +782.0329412013743 5832.609375 4.522521495819092 8.0 +782.0533751466646 5846.19189453125 4.52518892288208 8.0 +782.0738090921805 5851.73095703125 4.525228023529053 8.0 +782.114676984158 5843.052734375 4.524002552032471 8.0 +782.1555449777588 5841.63525390625 4.523069381713867 8.0 +782.1759788251438 5840.765625 4.524095058441162 8.0 +782.2781486669483 5841.15673828125 4.524909496307373 8.0 +782.298582716423 5830.28564453125 4.52194356918335 8.0 +782.3190165661363 5838.08935546875 4.523261547088623 8.0 +782.339450516316 5834.91552734375 4.5244035720825195 8.0 +782.3598845669549 5842.03515625 4.524270534515381 8.0 +782.3803184178323 5850.92626953125 4.524786949157715 8.0 +782.4007523689434 5841.17236328125 4.524630546569824 8.0 +782.4211864205135 5836.021484375 4.522907257080078 8.0 +782.4416202725552 5835.126953125 4.523428440093994 8.0 +782.4620542248304 5843.17822265625 4.524526119232178 8.0 +782.4824882775647 5846.630859375 4.52509880065918 8.0 +782.5029221305376 5834.07080078125 4.523177623748779 8.0 +782.5233561839777 5836.78271484375 4.523793697357178 8.0 +782.5437901376426 5840.30126953125 4.524219036102295 8.0 +782.5846580461512 5847.41748046875 4.5246477127075195 8.0 +782.6255258562815 5841.2978515625 4.524838924407959 8.0 +782.645959911817 5846.0322265625 4.524486541748047 8.0 +782.6868278238107 5844.8955078125 4.525073528289795 8.0 +782.7072617805097 5843.7861328125 4.524729251861572 8.0 +782.7276957374343 5851.51318359375 4.525082588195801 8.0 +782.7481296945989 5845.77587890625 4.52484655380249 8.0 +782.7685636522292 5848.5703125 4.524996757507324 8.0 +782.7889976103179 5848.20166015625 4.524817943572998 8.0 +782.8094315686467 5840.07421875 4.524911880493164 8.0 +782.8298655274411 5847.02978515625 4.525372505187988 8.0 +782.8502994864612 5849.78125 4.52480411529541 8.0 +782.8707335459549 5842.2314453125 4.524490833282471 8.0 +782.8911674056799 5837.10888671875 4.52464485168457 8.0 +782.9116014658648 5840.8642578125 4.524393081665039 8.0 +782.9320354262891 5842.47021484375 4.524613380432129 8.0 +782.9524692871782 5850.71630859375 4.525974273681641 8.0 +782.9729033485273 5847.8974609375 4.524750709533691 8.0 +782.9933373101157 5848.501953125 4.526151657104492 8.0 +783.0137711719362 5845.49658203125 4.525341510772705 8.0 +783.0342052342166 5848.44287109375 4.5257415771484375 8.0 +783.0750732599554 5846.9951171875 4.525000095367432 8.0 +783.0955071231656 5848.12451171875 4.525364398956299 8.0 +783.1772429802222 5849.6826171875 4.525821208953857 8.0 +783.1976769453031 5847.1240234375 4.525802135467529 8.0 +783.2181109108424 5857.5087890625 4.526518821716309 8.0 +783.2385448766217 5844.296875 4.525019645690918 8.0 +783.2589788428668 5851.62158203125 4.526532173156738 8.0 +783.2794128093374 5854.54833984375 4.527099609375 8.0 +783.2998468762817 5847.62109375 4.526017665863037 8.0 +783.320280843458 5849.58740234375 4.525997638702393 8.0 +783.340714711092 5848.2880859375 4.5258941650390625 8.0 +783.3611487789676 5849.13720703125 4.5262274742126465 8.0 +783.3815827473009 5852.6533203125 4.526354789733887 8.0 +783.4020166161063 5853.666015625 4.526474952697754 8.0 +783.4428846544179 5847.46240234375 4.525693893432617 8.0 +783.4633187241488 5855.1904296875 4.5269775390625 8.0 +783.4837525941184 5840.447265625 4.524831295013428 8.0 +783.5246206354495 5857.248046875 4.527241230010986 8.0 +783.5450545065833 5857.064453125 4.526845455169678 8.0 +783.5654884781761 5858.466796875 4.527168273925781 8.0 +783.5859225500099 5861.14599609375 4.527113437652588 8.0 +783.6063564220749 5855.97021484375 4.527347564697266 8.0 +783.6267903948319 5846.29345703125 4.525583267211914 8.0 +783.647224467597 5849.41796875 4.525962829589844 8.0 +783.6676583408262 5858.74658203125 4.526979923248291 8.0 +783.6880924145153 5858.11767578125 4.527040958404541 8.0 +783.7289602628371 5854.54443359375 4.526962757110596 8.0 +783.7902622878755 5862.33251953125 4.527916431427002 8.0 +783.8311302396833 5853.375 4.52764368057251 8.0 +783.8515642161728 5853.23779296875 4.527045249938965 8.0 +783.9128661477298 5861.4404296875 4.528006553649902 8.0 +783.9537341037285 5858.81689453125 4.526999473571777 8.0 +783.9741680823136 5858.8212890625 4.527013301849365 8.0 +784.0354701201577 5862.54296875 4.527451992034912 8.0 +784.0559040001317 5861.97216796875 4.527361869812012 8.0 +784.0763380803473 5855.85498046875 4.526840686798096 8.0 +784.117205942166 5858.216796875 4.527382850646973 8.0 +784.1580740053905 5864.9296875 4.5280022621154785 8.0 +784.17850788746 5860.71923828125 4.527370452880859 8.0 +784.1989419697711 5874.91357421875 4.52915096282959 8.0 +784.2193759525398 5860.41845703125 4.52738094329834 8.0 +784.2398100357823 5866.58251953125 4.527949810028076 8.0 +784.260243919256 5869.564453125 4.527642726898193 8.0 +784.2806779031962 5865.26708984375 4.527810096740723 8.0 +784.3011119873627 5863.3037109375 4.527102470397949 8.0 +784.3215458717677 5857.34130859375 4.526544570922852 8.0 +784.341979856632 5870.4013671875 4.528264045715332 8.0 +784.3624139419699 5865.14208984375 4.527979373931885 8.0 +784.3828478275391 5865.28759765625 4.527059078216553 8.0 +784.4032818135747 5862.810546875 4.527615547180176 8.0 +784.4237157998359 5871.5615234375 4.528545379638672 8.0 +784.44414978657 5864.025390625 4.527942180633545 8.0 +784.4645838735305 5867.4560546875 4.527716636657715 8.0 +784.4850177609624 5868.72802734375 4.527911186218262 8.0 +784.5054517486278 5869.37255859375 4.528528690338135 8.0 +784.5463198251164 5874.291015625 4.529260635375977 8.0 +784.5667537139452 5874.94970703125 4.529458522796631 8.0 +784.5871878030011 5867.712890625 4.527893543243408 8.0 +784.6076217925292 5874.57958984375 4.5292253494262695 8.0 +784.6280557822902 5875.0087890625 4.528679847717285 8.0 +784.6484897725095 5877.1240234375 4.529479026794434 8.0 +784.6689237629689 5867.8310546875 4.528162479400635 8.0 +784.6893578538948 5875.58984375 4.52921199798584 8.0 +784.7097917450446 5880.7861328125 4.529684066772461 8.0 +784.7302257366682 5880.2138671875 4.52975606918335 8.0 +784.7506598285254 5877.72607421875 4.529075622558594 8.0 +784.7710937208394 5890.1826171875 4.530725002288818 8.0 +784.7915277133943 5872.0009765625 4.528750896453857 8.0 +784.8119618064156 5882.56982421875 4.529659748077393 8.0 +784.832395699661 5873.91748046875 4.5284576416015625 8.0 +784.8528297933808 5880.72900390625 4.529706001281738 8.0 +784.8732637875655 5866.7265625 4.527246475219727 8.0 +784.9141317766262 5874.64892578125 4.529170989990234 8.0 +784.9345657717422 5875.77734375 4.529222011566162 8.0 +784.954999667083 5884.33447265625 4.529840469360352 8.0 +784.9754337628983 5880.42333984375 4.529225826263428 8.0 +784.9958677589457 5870.71435546875 4.528265476226807 8.0 +785.0163018554522 5878.44580078125 4.529016494750977 8.0 +785.0367357521973 5883.341796875 4.529550552368164 8.0 +785.0571697494088 5876.03759765625 4.529215335845947 8.0 +785.0776037468459 5883.05712890625 4.53030252456665 8.0 +785.0980377447559 5888.64501953125 4.530539035797119 8.0 +785.1184717431315 5879.919921875 4.528942584991455 8.0 +785.1593397405741 5888.45947265625 4.529664516448975 8.0 +785.179773739881 5880.7080078125 4.528849124908447 8.0 +785.2002078394144 5887.623046875 4.529633522033691 8.0 +785.2206417394191 5876.712890625 4.528717517852783 8.0 +785.2410758396582 5887.10546875 4.529488563537598 8.0 +785.2615098403548 5891.44873046875 4.5300116539001465 8.0 +785.2819437412909 5885.6474609375 4.529653072357178 8.0 +785.3023778426868 5880.7236328125 4.529017448425293 8.0 +785.3228118443221 5894.56103515625 4.530500888824463 8.0 +785.3432457464223 5896.48681640625 4.530472755432129 8.0 +785.3636798489897 5891.9541015625 4.530253887176514 8.0 +785.384113851549 5887.1689453125 4.5297651290893555 8.0 +785.4045479548149 5894.62744140625 4.530601501464844 8.0 +785.4249818583048 5885.271484375 4.529686450958252 8.0 +785.4454158620356 5890.69384765625 4.530162334442139 8.0 +785.4658499662328 5900.88916015625 4.5310845375061035 8.0 +785.4862838706613 5900.728515625 4.5313029289245605 8.0 +785.5067178755489 5894.02197265625 4.53003454208374 8.0 +785.5271519806774 5899.96923828125 4.530814170837402 8.0 +785.5475858862628 5902.1884765625 4.531411170959473 8.0 +785.5680198920891 5893.70263671875 4.529787540435791 8.0 +785.5884539983817 5904.765625 4.53139066696167 8.0 +785.6088879049057 5912.52490234375 4.532556533813477 8.0 +785.6293220118896 5910.4560546875 4.532200336456299 8.0 +785.6497560191128 5909.6630859375 4.530660629272461 8.0 +785.6701900267944 5900.17236328125 4.530914306640625 8.0 +785.6906240347162 5906.5419921875 4.531614303588867 8.0 +785.7110580431035 5903.20068359375 4.5306782722473145 8.0 +785.731491951723 5899.99853515625 4.530574321746826 8.0 +785.7519260608024 5899.35693359375 4.530795097351074 8.0 +785.7723600701211 5895.30078125 4.530467510223389 8.0 +785.8336621003982 5908.6005859375 4.531505107879639 8.0 +785.8540961111066 5905.19287109375 4.531933307647705 8.0 +785.8949641337022 5905.58837890625 4.531362533569336 8.0 +785.9153982453427 5905.47265625 4.530680179595947 8.0 +785.9562661700329 5909.30517578125 4.531679630279541 8.0 +785.9767002828376 5901.8876953125 4.531009197235107 8.0 +785.9971341961136 5907.7490234375 4.531424522399902 8.0 +786.017568309624 5904.888671875 4.531436443328857 8.0 +786.0584362375666 5905.42919921875 4.530914783477783 8.0 +786.0788703522412 5910.98291015625 4.53175687789917 8.0 +786.1401723978852 5906.2763671875 4.531190395355225 8.0 +786.1606064139487 5921.4423828125 4.5330305099487305 8.0 +786.2219084637836 5912.7861328125 4.532087326049805 8.0 +786.2423425812522 5924.43701171875 4.532878875732422 8.0 +786.2627764989447 5911.0439453125 4.531619548797607 8.0 +786.3445125729995 5916.646484375 4.532567501068115 8.0 +786.3649465925628 5923.17041015625 4.533204555511475 8.0 +786.3853806121188 5910.25634765625 4.532033443450928 8.0 +786.4058147323813 5914.2158203125 4.53267765045166 8.0 +786.467116794789 5915.78564453125 4.532707214355469 8.0 +786.4875508162149 5913.92578125 4.532305717468262 8.0 +786.5079847380985 5919.6845703125 4.53237771987915 8.0 +786.5284188602236 5919.42333984375 4.533060550689697 8.0 +786.5488528825808 5922.62109375 4.533230781555176 8.0 +786.5692868056358 5921.564453125 4.533007621765137 8.0 +786.589720928685 5934.3740234375 4.534206390380859 8.0 +786.6101549522064 5931.21728515625 4.533908367156982 8.0 +786.6305890761869 5920.9892578125 4.533182621002197 8.0 +786.651023000406 5923.84375 4.533255100250244 8.0 +786.6714570250915 5917.16552734375 4.532878398895264 8.0 +786.6918911500034 5928.7568359375 4.5339436531066895 8.0 +786.7123250751538 5924.97509765625 4.533556938171387 8.0 +786.7327591007706 5922.3095703125 4.533002853393555 8.0 +786.7531932268466 5929.49755859375 4.533858776092529 8.0 +786.7736271531612 5936.29931640625 4.534937858581543 8.0 +786.8144953067167 5935.8017578125 4.534088134765625 8.0 +786.8553633616757 5928.6826171875 4.5335774421691895 8.0 +786.8757973898464 5924.76904296875 4.533483982086182 8.0 +786.8962314180244 5923.1484375 4.533530235290527 8.0 +786.9166654469009 5928.68994140625 4.534284591674805 8.0 +786.9370994760029 5931.2802734375 4.533870220184326 8.0 +786.957533505345 5934.8388671875 4.535281658172607 8.0 +786.9779675351529 5929.56787109375 4.533807754516602 8.0 +787.0392696264316 5924.87939453125 4.534276485443115 8.0 +787.0597036573963 5926.95166015625 4.533583641052246 8.0 +787.0801377888347 5927.8994140625 4.534307479858398 8.0 +787.1005717207372 5937.0966796875 4.534847259521484 8.0 +787.121005752866 5930.3388671875 4.533670902252197 8.0 +787.1414398852357 5929.2431640625 4.533340930938721 8.0 +787.1618738180696 5935.9873046875 4.533669471740723 8.0 +787.1823079513633 5935.58935546875 4.534455299377441 8.0 +787.2027419848964 5931.7431640625 4.533590316772461 8.0 +787.2640440875839 5933.8974609375 4.533506393432617 8.0 +787.2844780222804 5930.26123046875 4.533378601074219 8.0 +787.3253461930653 5936.05859375 4.533609390258789 8.0 +787.3457801291588 5933.48095703125 4.533213138580322 8.0 +787.3866483020392 5948.1484375 4.534701347351074 8.0 +787.4070824388255 5938.890625 4.532832145690918 8.0 +787.4683845517575 5933.677734375 4.533050537109375 8.0 +787.4888184899464 5945.353515625 4.533645153045654 8.0 +787.5092525286018 5939.9033203125 4.5334272384643555 8.0 +787.5296866677163 5933.4052734375 4.532626628875732 8.0 +787.5501207070702 5933.47216796875 4.533390522003174 8.0 +787.5705547466569 5938.86376953125 4.533497333526611 8.0 +787.5909887867019 5946.26171875 4.5340352058410645 8.0 +787.631856867738 5945.529296875 4.53462028503418 8.0 +787.6522909087143 5942.4013671875 4.53330135345459 8.0 +787.6727248501629 5947.7841796875 4.5345964431762695 8.0 +787.6931589918458 5941.7548828125 4.53306770324707 8.0 +787.7135930339864 5939.90576171875 4.5334014892578125 8.0 +787.7544611192134 5947.93505859375 4.533785343170166 8.0 +787.795329305598 5938.6962890625 4.532750606536865 8.0 +787.8157632493749 5943.4013671875 4.532253265380859 8.0 +787.8361972936109 5942.31103515625 4.532991886138916 8.0 +787.8566314380878 5940.39697265625 4.533155918121338 8.0 +787.877065382796 5946.74072265625 4.532514572143555 8.0 +787.8974994279633 5941.30419921875 4.532153129577637 8.0 +787.9179335733716 5941.92041015625 4.532012939453125 8.0 +787.9383675192439 5936.66650390625 4.531875133514404 8.0 +787.9588016653433 5949.57958984375 4.533494472503662 8.0 +787.979235711915 5940.12841796875 4.531476974487305 8.0 +787.9996696587186 5944.92822265625 4.532474517822266 8.0 +788.0201038057494 5944.20849609375 4.532797813415527 8.0 +788.0609719012209 5948.6953125 4.531910419464111 8.0 +788.0814059494151 5936.16650390625 4.5317840576171875 8.0 +788.1018399978493 5958.427734375 4.5344343185424805 8.0 +788.1222740467492 5953.486328125 4.532610893249512 8.0 +788.1427080961075 5942.23583984375 4.53162956237793 8.0 +788.1631421457059 5946.8037109375 4.532431602478027 8.0 +788.1835762955307 5947.1279296875 4.532140254974365 8.0 +788.2040102458268 5944.6474609375 4.5330729484558105 8.0 +788.2244442963565 5949.59423828125 4.531771183013916 8.0 +788.2448783471191 5942.4775390625 4.532698154449463 8.0 +788.26531239834 5948.0947265625 4.531942367553711 8.0 +788.2857464500339 5947.5712890625 4.532420635223389 8.0 +788.3061806019541 5941.68212890625 4.531861782073975 8.0 +788.3470487067389 5941.2783203125 4.531719207763672 8.0 +788.3674827598297 5955.60888671875 4.533157825469971 8.0 +788.3879167131454 5946.955078125 4.531797885894775 8.0 +788.4083508667027 5954.6708984375 4.532203197479248 8.0 +788.4287849207176 5949.15673828125 4.531437873840332 8.0 +788.4492188749718 5953.486328125 4.532527923583984 8.0 +788.4696530295769 5957.77587890625 4.532445907592773 8.0 +788.4900870845304 5955.40478515625 4.533242225646973 8.0 +788.5105210398251 5945.7119140625 4.530975818634033 8.0 +788.5309551954779 5947.3134765625 4.531131267547607 8.0 +788.5513892514718 5945.576171875 4.531360149383545 8.0 +788.5922573645221 5953.63427734375 4.5319905281066895 8.0 +788.6126914215711 5944.27001953125 4.531684398651123 8.0 +788.6331255788464 5950.474609375 4.532432556152344 8.0 +788.6535595365931 5955.505859375 4.532192707061768 8.0 +788.6739935945661 5951.37158203125 4.531826972961426 8.0 +788.6944277528964 5950.1396484375 4.531773090362549 8.0 +788.7148617116909 5951.283203125 4.533298969268799 8.0 +788.7352958707124 5947.12158203125 4.531539440155029 8.0 +788.7557299300897 5950.5478515625 4.531723499298096 8.0 +788.7761639898163 5948.921875 4.531942844390869 8.0 +788.7965980497684 5958.330078125 4.532145977020264 8.0 +788.8170321101934 5953.85693359375 4.532036304473877 8.0 +788.8374661709677 5959.33056640625 4.533027648925781 8.0 +788.8579002319675 5958.07666015625 4.5330424308776855 8.0 +788.8783342933239 5953.66162109375 4.531393527984619 8.0 +788.8987683551459 5948.41796875 4.53175163269043 8.0 +788.9192024171934 5957.244140625 4.531641960144043 8.0 +788.9396364795975 5953.3466796875 4.531689167022705 8.0 +788.9600706423516 5953.75830078125 4.531130313873291 8.0 +788.9805046054462 5951.60693359375 4.531724452972412 8.0 +789.0009386687816 5957.62255859375 4.5324249267578125 8.0 +789.0213728325762 5949.61572265625 4.5315728187561035 8.0 +789.0418067967257 5952.859375 4.532190799713135 8.0 +789.0622408611089 5963.87353515625 4.533846378326416 8.0 +789.1031089910321 5958.7470703125 4.531805038452148 8.0 +789.1235431564637 5962.95458984375 4.532870292663574 8.0 +789.1439772222366 5958.3251953125 4.531320095062256 8.0 +789.1644111882488 5959.837890625 4.532700538635254 8.0 +789.1848453547282 5958.107421875 4.532466888427734 8.0 +789.205279421556 5968.64453125 4.533573150634766 8.0 +789.2257134886095 5963.46435546875 4.533266067504883 8.0 +789.2461475561358 5958.97802734375 4.533565044403076 8.0 +789.2665816238878 5961.8994140625 4.533047199249268 8.0 +789.3074497604539 5963.79541015625 4.533392429351807 8.0 +789.3278838292608 5958.1630859375 4.532379150390625 8.0 +789.3483179984105 5958.5205078125 4.533412456512451 8.0 +789.3891860376461 5951.919921875 4.531731605529785 8.0 +789.4096202078508 5957.98828125 4.532930374145508 8.0 +789.4300542782876 5962.4736328125 4.533501148223877 8.0 +789.4504882491892 5954.611328125 4.532738208770752 8.0 +789.470922420318 5956.27294921875 4.531983375549316 8.0 +789.4913563918017 5961.82373046875 4.533140659332275 8.0 +789.5117904635117 5955.671875 4.531589984893799 8.0 +789.5322246356955 5958.2373046875 4.532899379730225 8.0 +789.5526586082269 5954.29296875 4.533236503601074 8.0 +789.6343950014852 5957.27099609375 4.532805442810059 8.0 +789.6548290756473 5964.822265625 4.533020496368408 8.0 +789.7161313001052 5957.36083984375 4.53291130065918 8.0 +789.7569994514488 5971.12158203125 4.5365729331970215 8.0 +789.7978677041974 5966.34130859375 4.535371780395508 8.0 +789.818301681029 5955.00732421875 4.532647609710693 8.0 +789.8591699356402 5963.00048828125 4.53420352935791 8.0 +789.8796039135195 5961.51806640625 4.535223960876465 8.0 +789.9409062490377 5958.64892578125 4.534111976623535 8.0 +789.9613403282056 5960.392578125 4.535404682159424 8.0 +789.9817744077227 5963.21728515625 4.533703327178955 8.0 +790.0022084874654 5955.73046875 4.532660484313965 8.0 +790.022642567681 5955.15625 4.5329909324646 8.0 +790.0430766481295 5954.349609375 4.533112525939941 8.0 +790.0635107290364 5962.3671875 4.536245346069336 8.0 +790.0839449101841 5965.21435546875 4.533270835876465 8.0 +790.1043788916795 5954.32861328125 4.53250789642334 8.0 +790.1656811382563 5965.07763671875 4.534536361694336 8.0 +790.1861153210266 5956.421875 4.5333380699157715 8.0 +790.2065493042683 5967.99609375 4.536141872406006 8.0 +790.2269833877435 5955.9345703125 4.532113552093506 8.0 +790.2474175715615 5964.07177734375 4.536084175109863 8.0 +790.2678515557345 5965.99462890625 4.536288261413574 8.0 +790.2882856402575 5968.3330078125 4.535460948944092 8.0 +790.3087198250068 5957.728515625 4.532460689544678 8.0 +790.3291538102276 5973.2890625 4.536169052124023 8.0 +790.370022081479 5960.5673828125 4.535473346710205 8.0 +790.390456067631 5962.748046875 4.535190105438232 8.0 +790.4313243409779 5960.28515625 4.535540580749512 8.0 +790.4517584281784 5957.81982421875 4.5346999168396 8.0 +790.4721925156045 5968.8583984375 4.536413669586182 8.0 +790.4926266033872 5960.4521484375 4.535278797149658 8.0 +790.5130607916362 5958.7333984375 4.534224510192871 8.0 +790.5334947801166 5957.1728515625 4.533915996551514 8.0 +790.5539288688233 5956.98583984375 4.5347394943237305 8.0 +790.5743630580037 5954.5771484375 4.535111427307129 8.0 +790.5947971475252 5963.71435546875 4.533705711364746 8.0 +790.6152311372862 5955.5087890625 4.534706115722656 8.0 +790.6356653273979 5955.89697265625 4.534235954284668 8.0 +790.6560994178508 5963.25732421875 4.534167289733887 8.0 +790.6765334086595 5962.1220703125 4.535533905029297 8.0 +790.6969675998189 5961.68115234375 4.5355939865112305 8.0 +790.7174016913195 5957.25244140625 4.535574913024902 8.0 +790.737835883061 5950.46728515625 4.533353805541992 8.0 +790.7582698752667 5961.5830078125 4.535399913787842 8.0 +790.7787038677052 5966.640625 4.536134719848633 8.0 +790.7991380604872 5956.154296875 4.533128261566162 8.0 +790.8195721535085 5955.34326171875 4.534689903259277 8.0 +790.8400061469874 5962.63330078125 4.536156177520752 8.0 +790.860440340708 5959.56494140625 4.534893035888672 8.0 +790.8808744348935 5958.6416015625 4.535638332366943 8.0 +790.9013086293053 5958.7734375 4.535789489746094 8.0 +790.962610914532 5957.62109375 4.535024166107178 8.0 +791.0034790063946 5960.6416015625 4.5345940589904785 8.0 +791.0239132027855 5961.81201171875 4.5345458984375 8.0 +791.0443471995313 5954.587890625 4.534562587738037 8.0 +791.0647812966272 5954.359375 4.5346360206604 8.0 +791.0852154940658 5945.84765625 4.533395767211914 8.0 +791.1056495917437 5951.80615234375 4.534147262573242 8.0 +791.1260836898873 5955.69189453125 4.534463405609131 8.0 +791.1465177882565 5946.021484375 4.534124851226807 8.0 +791.1669518869821 5942.30908203125 4.534045696258545 8.0 +791.187385986057 5958.60888671875 4.534358501434326 8.0 +791.2078200853575 5950.83154296875 4.533102989196777 8.0 +791.2282541851309 5950.31005859375 4.534028053283691 8.0 +791.2486883851379 5954.98583984375 4.533547878265381 8.0 +791.2691223854854 5954.98876953125 4.533631324768066 8.0 +791.3099906872376 5962.40869140625 4.535445690155029 8.0 +791.3304246885236 5958.38427734375 4.534483432769775 8.0 +791.3508588902769 5954.75390625 4.534316539764404 8.0 +791.3917269945887 5953.267578125 4.533698558807373 8.0 +791.4121611972732 5946.9755859375 4.533270359039307 8.0 +791.4325952002982 5947.92431640625 4.5340118408203125 8.0 +791.4530293035641 5947.19970703125 4.532523155212402 8.0 +791.47346350718 5939.53173828125 4.534368991851807 8.0 +791.5143317155671 5944.57080078125 4.532322883605957 8.0 +791.5347658201135 5956.7265625 4.535167217254639 8.0 +791.5960681359575 5949.29296875 4.533993721008301 8.0 +791.6165022418936 5954.47314453125 4.5350518226623535 8.0 +791.6369363481863 5943.27001953125 4.5339860916137695 8.0 +791.6573704548282 5937.5390625 4.53314208984375 8.0 +791.6778046618128 5946.16259765625 4.532689094543457 8.0 +791.6982386690361 5941.90185546875 4.533147811889648 8.0 +791.7186727766093 5938.24658203125 4.532907009124756 8.0 +791.8004093101481 5937.7490234375 4.532215595245361 8.0 +791.8208434194676 5939.564453125 4.532392978668213 8.0 +791.9025798595321 5940.87939453125 4.532468318939209 8.0 +791.9434480815398 5932.12353515625 4.532244682312012 8.0 +791.9638821930712 5936.3349609375 4.532094955444336 8.0 +791.9843163049445 5934.82275390625 4.532269477844238 8.0 +792.0251845295206 5936.08349609375 4.531913757324219 8.0 +792.0456186423253 5938.01513671875 4.532787322998047 8.0 +792.0864868688805 5927.0390625 4.530269145965576 8.0 +792.1069209827328 5926.64453125 4.530464172363281 8.0 +792.1273551968261 5933.701171875 4.531761169433594 8.0 +792.1477892112671 5932.705078125 4.530689239501953 8.0 +792.1682233260508 5928.88232421875 4.531348705291748 8.0 +792.1886575410754 5938.16845703125 4.531911373138428 8.0 +792.2090915565641 5921.7314453125 4.530905246734619 8.0 +792.2295256722791 5929.71044921875 4.531688690185547 8.0 +792.2499598883514 5925.74609375 4.5320210456848145 8.0 +792.2703939046551 5925.095703125 4.529947757720947 8.0 +792.2908281214186 5937.251953125 4.532715320587158 8.0 +792.3112622384215 5915.81591796875 4.529138088226318 8.0 +792.3316963557736 5919.68359375 4.530311107635498 8.0 +792.3521304734677 5916.7802734375 4.529500484466553 8.0 +792.3725645915183 5923.2060546875 4.530295372009277 8.0 +792.3929987097945 5931.7333984375 4.531667709350586 8.0 +792.4134328285436 5924.65185546875 4.530821323394775 8.0 +792.4338669475255 5914.0283203125 4.529691219329834 8.0 +792.4543011668502 5916.15966796875 4.529255390167236 8.0 +792.4747352864142 5915.54150390625 4.5301079750061035 8.0 +792.4951693064431 5912.515625 4.528247833251953 8.0 +792.5156035266991 5923.60009765625 4.530498504638672 8.0 +792.5360376473109 5915.97607421875 4.5293989181518555 8.0 +792.5564716682711 5919.56640625 4.5295796394348145 8.0 +792.5769058894584 5915.5107421875 4.5295281410217285 8.0 +792.5973400111179 5914.15771484375 4.529099464416504 8.0 +792.6177740330095 5919.3203125 4.529658794403076 8.0 +792.679076500659 5910.3505859375 4.52967643737793 8.0 +792.6995106238246 5905.82568359375 4.528361797332764 8.0 +792.719944647346 5921.5849609375 4.530019283294678 8.0 +792.7403788712181 5903.03173828125 4.527565956115723 8.0 +792.7812470198842 5901.08203125 4.52792501449585 8.0 +792.8016812446876 5908.72998046875 4.527528762817383 8.0 +792.8221153698323 5913.51513671875 4.529063701629639 8.0 +792.8425495953343 5913.728515625 4.52888298034668 8.0 +792.9038519735768 5906.9462890625 4.527922630310059 8.0 +792.9242860003578 5905.96240234375 4.528194427490234 8.0 +792.9447201274816 5902.73193359375 4.527914524078369 8.0 +792.9651543548462 5895.35546875 4.52576208114624 8.0 +792.9855884825593 5902.9677734375 4.526968955993652 8.0 +793.0060225106135 5902.619140625 4.527434825897217 8.0 +793.0264567390259 5897.68115234375 4.525761127471924 8.0 +793.0468908676703 5899.16015625 4.526798248291016 8.0 +793.0673249966567 5895.09814453125 4.527349472045898 8.0 +793.0877591259996 5897.9873046875 4.526834487915039 8.0 +793.1081932556917 5892.904296875 4.526681423187256 8.0 +793.1286274856102 5896.1083984375 4.527012825012207 8.0 +793.1490615160001 5901.2275390625 4.52706241607666 8.0 +793.1694956466235 5896.7734375 4.526722431182861 8.0 +793.1899298774733 5893.6220703125 4.526909351348877 8.0 +793.2103639087945 5886.123046875 4.525817394256592 8.0 +793.2307981403428 5889.296875 4.526391506195068 8.0 +793.2512322722469 5894.10546875 4.525888919830322 8.0 +793.2716663044994 5885.296875 4.525789737701416 8.0 +793.2921005371027 5883.18994140625 4.525831699371338 8.0 +793.31253456993 5892.6611328125 4.527180194854736 8.0 +793.3329687031146 5892.0439453125 4.52629280090332 8.0 +793.3534029366419 5896.09130859375 4.527284145355225 8.0 +793.3738369704079 5879.33056640625 4.524935722351074 8.0 +793.3942711046402 5888.26953125 4.5259928703308105 8.0 +793.4147053391061 5896.19775390625 4.526728630065918 8.0 +793.4351393739125 5890.48388671875 4.525815010070801 8.0 +793.455573609077 5887.11279296875 4.525925159454346 8.0 +793.4760077444662 5889.11376953125 4.52588415145874 8.0 +793.5168760163069 5884.86669921875 4.52646541595459 8.0 +793.5373101527512 5881.67626953125 4.525314807891846 8.0 +793.557744289421 5881.517578125 4.525361061096191 8.0 +793.5781784264473 5879.93310546875 4.525379657745361 8.0 +793.5986125638155 5883.5556640625 4.525861740112305 8.0 +793.6190467015404 5887.4150390625 4.525245666503906 8.0 +793.6394809394988 5887.1787109375 4.526165008544922 8.0 +793.6599149778049 5885.06640625 4.525924205780029 8.0 +793.6803492164545 5889.1142578125 4.525693893432617 8.0 +793.7007833554599 5875.685546875 4.523865699768066 8.0 +793.72121739469 5879.8486328125 4.525816917419434 8.0 +793.7416516342782 5892.65771484375 4.5257182121276855 8.0 +793.7620857742149 5877.04296875 4.524733066558838 8.0 +793.7825198145001 5884.751953125 4.526108264923096 8.0 +793.8029540550124 5879.3466796875 4.524890422821045 8.0 +793.8233881958804 5875.2724609375 4.525306701660156 8.0 +793.8438224370911 5879.86767578125 4.525027275085449 8.0 +793.8642564786569 5885.88916015625 4.525528430938721 8.0 +793.8846906204562 5880.3388671875 4.524833679199219 8.0 +793.9051247625976 5873.16455078125 4.524464130401611 8.0 +793.9459929478253 5864.15576171875 4.523034572601318 8.0 +793.9664271910151 5870.349609375 4.523844242095947 8.0 +793.9868613344443 5872.435546875 4.52335786819458 8.0 +794.0072954782227 5865.982421875 4.522955894470215 8.0 +794.0277296222266 5872.40283203125 4.523967266082764 8.0 +794.0481637665871 5862.63671875 4.523184299468994 8.0 +794.0685980112976 5871.49169921875 4.523033142089844 8.0 +794.0890320563485 5866.41015625 4.52399206161499 8.0 +794.1299004473985 5865.54443359375 4.523160934448242 8.0 +794.1707686396039 5866.43896484375 4.523121356964111 8.0 +794.1912028862862 5857.84814453125 4.522671699523926 8.0 +794.2116370332078 5857.337890625 4.522324562072754 8.0 +794.2320711803623 5863.802734375 4.522498607635498 8.0 +794.2525053279824 5859.037109375 4.521728038787842 8.0 +794.272939475828 5861.50537109375 4.5225372314453125 8.0 +794.293373724031 5869.1806640625 4.523599624633789 8.0 +794.3138077725744 5861.92822265625 4.522811412811279 8.0 +794.3342419213586 5876.8583984375 4.523678302764893 8.0 +794.3751102200913 5882.32568359375 4.524596214294434 8.0 +794.3955444698004 5871.39794921875 4.523963928222656 8.0 +794.4159786199816 5882.28759765625 4.524258136749268 8.0 +794.4364126703877 5866.69189453125 4.523632526397705 8.0 +794.4772810721479 5858.15673828125 4.522712707519531 8.0 +794.4977151234925 5856.75927734375 4.521290302276611 8.0 +794.5385835272245 5860.2890625 4.522316932678223 8.0 +794.5590175794932 5858.3701171875 4.521592617034912 8.0 +794.57945183212 5854.2431640625 4.521013259887695 8.0 +794.5998858850944 5856.349609375 4.521698951721191 8.0 +794.6203201384124 5860.38623046875 4.522031307220459 8.0 +794.6407542919696 5858.748046875 4.522366046905518 8.0 +794.6611883458754 5855.37158203125 4.521595001220703 8.0 +794.6816226001247 5861.07763671875 4.522136211395264 8.0 +794.7020567546133 5855.345703125 4.521781921386719 8.0 +794.7224909094512 5854.82080078125 4.5219526290893555 8.0 +794.742925064631 5852.42138671875 4.520810604095459 8.0 +794.7633592201673 5856.0947265625 4.521992206573486 8.0 +794.7837933759365 5843.79541015625 4.520555019378662 8.0 +794.8042275320477 5849.34375 4.520829200744629 8.0 +794.8246616885153 5853.451171875 4.521204471588135 8.0 +794.8450959452166 5848.958984375 4.519047737121582 8.0 +794.8655301022591 5860.0234375 4.5217742919921875 8.0 +794.8859641596573 5852.31640625 4.5176215171813965 8.0 +794.9063984172899 5856.2646484375 4.521951198577881 8.0 +794.9268325753801 5850.4052734375 4.517340183258057 8.0 +794.9472666337097 5850.791015625 4.51957893371582 8.0 +794.9677008922736 5856.9853515625 4.519435882568359 8.0 +794.9881350512951 5854.2646484375 4.519864082336426 8.0 +795.0290033700512 5846.50634765625 4.517706394195557 8.0 +795.0494375300041 5853.3740234375 4.5193867683410645 8.0 +795.0698717901978 5852.98779296875 4.518322467803955 8.0 +795.0903058507392 5851.53759765625 4.518104076385498 8.0 +795.110740011507 5848.6787109375 4.517728805541992 8.0 +795.1311742727485 5851.79736328125 4.517742156982422 8.0 +795.1516083342212 5850.13671875 4.5181050300598145 8.0 +795.1924767580931 5848.67431640625 4.517440319061279 8.0 +795.2129108204972 5845.07763671875 4.51725435256958 8.0 +795.2333450831284 5856.31689453125 4.51837682723999 8.0 +795.253779146231 5855.421875 4.518424034118652 8.0 +795.294647573246 5855.2822265625 4.517902374267578 8.0 +795.3150816371635 5845.3388671875 4.51624059677124 8.0 +795.3559500660413 5843.6484375 4.516133785247803 8.0 +795.3763842310073 5847.58984375 4.517730236053467 8.0 +795.3968183961988 5836.021484375 4.516228675842285 8.0 +795.4172525617469 5851.06689453125 4.517727851867676 8.0 +795.4376867276442 5846.79248046875 4.5170464515686035 8.0 +795.4581208937743 5838.29248046875 4.516138076782227 8.0 +795.4785550602464 5859.431640625 4.518218517303467 8.0 +795.4989892270751 5843.857421875 4.517461776733398 8.0 +795.51942349413 5839.736328125 4.517196178436279 8.0 +795.53985756154 5839.0419921875 4.516402244567871 8.0 +795.5602917292999 5846.029296875 4.517110347747803 8.0 +795.5807259972862 5846.83203125 4.517047882080078 8.0 +795.6011600657439 5847.7998046875 4.5171098709106445 8.0 +795.6215943343195 5843.86474609375 4.51666784286499 8.0 +795.6420285033528 5838.6572265625 4.516460418701172 8.0 +795.6624625726254 5842.98095703125 4.517060279846191 8.0 +795.6828968422487 5841.00927734375 4.516653537750244 8.0 +795.7033310120969 5843.1494140625 4.51668119430542 8.0 +795.7237650824172 5835.12744140625 4.5161452293396 8.0 +795.7850676948874 5855.86767578125 4.5177764892578125 8.0 +795.8259360381999 5844.60791015625 4.516404628753662 8.0 +795.8463702102672 5836.52734375 4.516343116760254 8.0 +795.8668043826838 5842.95947265625 4.516946792602539 8.0 +795.907672728441 5837.23046875 4.515549659729004 8.0 +795.9281069017889 5832.6845703125 4.515405178070068 8.0 +795.9689752494087 5831.56103515625 4.514847755432129 8.0 +795.9894094236879 5842.15380859375 4.516607284545898 8.0 +796.0098436983099 5840.62255859375 4.515653610229492 8.0 +796.0302777731704 5847.63037109375 4.517238140106201 8.0 +796.0711462239342 5844.376953125 4.516971588134766 8.0 +796.0915803997268 5841.87744140625 4.516682147979736 8.0 +796.1120144758679 5839.13134765625 4.515781402587891 8.0 +796.1324487523525 5840.4326171875 4.516200065612793 8.0 +796.1528829290764 5841.88330078125 4.515997409820557 8.0 +796.1733172061504 5833.81396484375 4.515374660491943 8.0 +796.21418546122 5832.703125 4.515073299407959 8.0 +796.234619739218 5842.5146484375 4.515648365020752 8.0 +796.2550538174546 5829.34619140625 4.514814853668213 8.0 +796.2754879961576 5833.39208984375 4.5150346755981445 8.0 +796.2959222750942 5842.17919921875 4.515716075897217 8.0 +796.3163563542548 5835.60400390625 4.515285015106201 8.0 +796.3367905337727 5839.5634765625 4.5160417556762695 8.0 +796.3572248136334 5842.11767578125 4.516299247741699 8.0 +796.377658893849 5835.53759765625 4.5156025886535645 8.0 +796.4185273550975 5839.53369140625 4.515846252441406 8.0 +796.4389614361207 5848.60986328125 4.516979694366455 8.0 +796.4593957176185 5845.95751953125 4.516012191772461 8.0 +796.479829899341 5839.9658203125 4.515968322753906 8.0 +796.5002639813029 5841.48828125 4.515450954437256 8.0 +796.5615666291633 5831.2939453125 4.5152812004089355 8.0 +796.5820008125229 5843.66796875 4.516265869140625 8.0 +796.6024349959916 5841.36572265625 4.51577091217041 8.0 +796.6228691799333 5846.77294921875 4.516394138336182 8.0 +796.6433033641079 5838.998046875 4.515849590301514 8.0 +796.6637375485079 5841.853515625 4.515522480010986 8.0 +796.7046059184868 5839.716796875 4.515609264373779 8.0 +796.7250401038182 5845.4091796875 4.516397953033447 8.0 +796.7454743896233 5849.3955078125 4.516590118408203 8.0 +796.7659084755433 5851.611328125 4.51640510559082 8.0 +796.7863427619232 5847.48095703125 4.516472339630127 8.0 +796.8067769485424 5839.001953125 4.515310764312744 8.0 +796.8272110355101 5849.5185546875 4.516724109649658 8.0 +796.8476453227049 5838.11279296875 4.514915466308594 8.0 +796.8680795102555 5843.37255859375 4.515684604644775 8.0 +796.8885135981545 5848.4873046875 4.51615047454834 8.0 +796.9089478863971 5840.90673828125 4.515685081481934 8.0 +796.929382074879 5843.509765625 4.5157623291015625 8.0 +796.9498163635872 5840.72705078125 4.515507698059082 8.0 +796.9702504527668 5847.8154296875 4.515973091125488 8.0 +796.99068464218 5843.333984375 4.5159525871276855 8.0 +797.0111189318268 5848.9033203125 4.516487121582031 8.0 +797.031553021814 5846.6943359375 4.516439437866211 8.0 +797.0519872121586 5848.8154296875 4.516658306121826 8.0 +797.0724214027359 5841.48486328125 4.5158538818359375 8.0 +797.0928555937717 5841.47265625 4.515538692474365 8.0 +797.1132897849311 5850.40869140625 4.516672134399414 8.0 +797.1337239765562 5845.51318359375 4.515753746032715 8.0 +797.1541581684069 5843.72265625 4.515915870666504 8.0 +797.1745924604984 5852.24072265625 4.516945838928223 8.0 +797.1950265529376 5849.591796875 4.516574859619141 8.0 +797.2154607457196 5847.35498046875 4.516287803649902 8.0 +797.2358950388589 5848.73876953125 4.516414642333984 8.0 +797.2563292322302 5838.38525390625 4.515125274658203 8.0 +797.2767633259427 5848.97021484375 4.516498565673828 8.0 +797.2971976198969 5852.39111328125 4.516760349273682 8.0 +797.3176318141923 5840.70751953125 4.51584529876709 8.0 +797.3380660088442 5839.11572265625 4.515424728393555 8.0 +797.3585002037289 5845.4228515625 4.515805721282959 8.0 +797.3789343989629 5840.64794921875 4.515091896057129 8.0 +797.3993686944232 5844.453125 4.51589298248291 8.0 +797.4198027902385 5850.06787109375 4.516303539276123 8.0 +797.4402369863965 5849.63427734375 4.516035079956055 8.0 +797.4606712827954 5848.37890625 4.51578950881958 8.0 +797.5015395766386 5849.18701171875 4.5159454345703125 8.0 +797.5219738739615 5847.09619140625 4.515224933624268 8.0 +797.5424079716395 5859.91064453125 4.51711368560791 8.0 +797.5628422695445 5848.328125 4.515842914581299 8.0 +797.5832764678053 5843.833984375 4.515042304992676 8.0 +797.6037105664145 5847.56298828125 4.515344619750977 8.0 +797.6241448652509 5857.859375 4.516572952270508 8.0 +797.644579064443 5851.09326171875 4.515674114227295 8.0 +797.6650131638671 5854.12744140625 4.515707492828369 8.0 +797.7058816637582 5853.60498046875 4.515697002410889 8.0 +797.7263158641144 5860.34130859375 4.516136169433594 8.0 +797.7467500648127 5848.9091796875 4.51485013961792 8.0 +797.7671842658674 5856.0869140625 4.515771389007568 8.0 +797.787618467155 5855.923828125 4.514861583709717 8.0 +797.8080526687845 5855.5849609375 4.516158580780029 8.0 +797.8284868706542 5856.8544921875 4.515737056732178 8.0 +797.848921072873 5857.8212890625 4.51627254486084 8.0 +797.8693552753175 5860.5986328125 4.515814304351807 8.0 +797.8897894781185 5854.43798828125 4.515182971954346 8.0 +797.9102237812695 5859.060546875 4.516191482543945 8.0 +797.9306578846445 5857.94921875 4.5161309242248535 8.0 +797.9510921883775 5859.89111328125 4.515869617462158 8.0 +797.971526392459 5859.5810546875 4.51578426361084 8.0 +798.0123948014298 5859.77783203125 4.515838623046875 8.0 +798.0328290063262 5855.4248046875 4.515705108642578 8.0 +798.0532631115639 5853.3740234375 4.514920234680176 8.0 +798.0736974171596 5860.86376953125 4.515862464904785 8.0 +798.0941316229873 5862.06201171875 4.515559673309326 8.0 +798.1145659290414 5860.0791015625 4.516059398651123 8.0 +798.1350000355669 5856.0322265625 4.515070915222168 8.0 +798.155434242326 5854.81591796875 4.515286922454834 8.0 +798.1758685493114 5853.5498046875 4.514796257019043 8.0 +798.1963026566518 5866.99267578125 4.516486167907715 8.0 +798.2167368643422 5863.59228515625 4.516322135925293 8.0 +798.237171172259 5871.875 4.516813278198242 8.0 +798.2576052805307 5856.4306640625 4.515263557434082 8.0 +798.278039489036 5860.92236328125 4.5151753425598145 8.0 +798.2984737978841 5860.84814453125 4.515832424163818 8.0 +798.3189079070871 5853.55322265625 4.515131950378418 8.0 +798.3393422165245 5853.60546875 4.5146613121032715 8.0 +798.3597763263024 5869.15869140625 4.516311168670654 8.0 +798.3802106363219 5856.7783203125 4.515548229217529 8.0 +798.4006448466826 5866.97509765625 4.516247272491455 8.0 +798.4210790573998 5862.2568359375 4.515490531921387 8.0 +798.441513168349 5861.96630859375 4.514766693115234 8.0 +798.4619474796491 5862.953125 4.515775680541992 8.0 +798.4823816911739 5863.35009765625 4.515430450439453 8.0 +798.5028159030553 5861.29150390625 4.515446662902832 8.0 +798.5232501151622 5861.173828125 4.515518665313721 8.0 +798.5436843276257 5864.71337890625 4.515444278717041 8.0 +798.5641186404391 5861.3046875 4.515137672424316 8.0 +798.5845527534839 5868.0693359375 4.5153703689575195 8.0 +798.6254212804997 5873.634765625 4.515881061553955 8.0 +798.6458553944685 5863.5234375 4.514812469482422 8.0 +798.6662896087946 5871.41943359375 4.516027450561523 8.0 +798.6867239233543 5874.4599609375 4.5157952308654785 8.0 +798.7071580381453 5864.65380859375 4.514908790588379 8.0 +798.74802656877 5885.6953125 4.517536163330078 8.0 +798.7684606846015 5870.43115234375 4.5146260261535645 8.0 +798.7888950006745 5873.00244140625 4.51527738571167 8.0 +798.8093292169797 5870.9033203125 4.515244483947754 8.0 +798.8501976506304 5866.2236328125 4.5142741203308105 8.0 +798.8706318678669 5862.94384765625 4.514674663543701 8.0 +798.8910661854461 5879.576171875 4.515492916107178 8.0 +798.9115003032639 5868.974609375 4.514221668243408 8.0 +798.9319345214317 5873.201171875 4.514918327331543 8.0 +798.9523688398258 5870.49755859375 4.515361309051514 8.0 +798.993237177674 5861.9716796875 4.513057708740234 8.0 +799.0136713969987 5881.89306640625 4.516106605529785 8.0 +799.0545398365939 5874.7177734375 4.515344619750977 8.0 +799.0749740568499 5877.4287109375 4.515315532684326 8.0 +799.1158425981921 5882.38427734375 4.51583194732666 8.0 +799.1362768193794 5879.125 4.515476703643799 8.0 +799.1567109408061 5876.59521484375 4.5150370597839355 8.0 +799.1771452624671 5877.7294921875 4.514989376068115 8.0 +799.1975794844693 5877.193359375 4.5146565437316895 8.0 +799.2180136068273 5879.19140625 4.515588283538818 8.0 +799.2384479294196 5881.07861328125 4.515610694885254 8.0 +799.2588821523532 5877.61279296875 4.514225006103516 8.0 +799.279316475644 5877.73779296875 4.5160112380981445 8.0 +799.2997505991661 5886.3203125 4.516315460205078 8.0 +799.3201848229146 5882.95556640625 4.5149455070495605 8.0 +799.3406191470203 5885.20361328125 4.51557731628418 8.0 +799.3814874961536 5887.40087890625 4.515310287475586 8.0 +799.4019218210742 5883.1123046875 4.515203952789307 8.0 +799.422355946459 5879.72314453125 4.5140380859375 8.0 +799.4427901720701 5881.71044921875 4.513967514038086 8.0 +799.463224497922 5892.0107421875 4.514987945556641 8.0 +799.4836586241145 5887.49365234375 4.51549768447876 8.0 +799.5040929505485 5884.17529296875 4.514566898345947 8.0 +799.524527177331 5884.83349609375 4.515275955200195 8.0 +799.5449614043391 5885.341796875 4.514036178588867 8.0 +799.5653956318201 5889.84033203125 4.51588773727417 8.0 +799.5858298594176 5890.28955078125 4.51482629776001 8.0 +799.606264087357 5886.29541015625 4.51505708694458 8.0 +799.6266983156529 5890.59228515625 4.515331268310547 8.0 +799.6471325441817 5886.77880859375 4.514451026916504 8.0 +799.6675667730524 5887.01025390625 4.514340400695801 8.0 +799.6880010021632 5894.48046875 4.515270709991455 8.0 +799.7084352316233 5889.15380859375 4.514556884765625 8.0 +799.7288694613089 5890.46044921875 4.514717102050781 8.0 +799.7493036913511 5887.248046875 4.514222621917725 8.0 +799.7697379216261 5888.306640625 4.513648986816406 8.0 +799.7901722522438 5894.052734375 4.514516353607178 8.0 +799.8514749458554 5884.43212890625 4.514193058013916 8.0 +799.8719090776431 5896.7626953125 4.514434337615967 8.0 +799.9127776421446 5893.06982421875 4.512894630432129 8.0 +799.9332117748636 5892.0595703125 4.514753341674805 8.0 +799.9536461078169 5891.11572265625 4.513457298278809 8.0 +799.974080340995 5893.49609375 4.514256477355957 8.0 +799.9945144746453 5893.1298828125 4.513619422912598 8.0 +800.0149488084135 5898.525390625 4.514898300170898 8.0 +800.0353830426393 5896.16259765625 4.514451026916504 8.0 +800.0558173769896 5894.7734375 4.514277935028076 8.0 +800.076251511804 5897.8134765625 4.514580726623535 8.0 +800.0966857468447 5894.45458984375 4.514522552490234 8.0 +800.1171200821263 5903.646484375 4.515717029571533 8.0 +800.1375542177557 5901.42236328125 4.514827251434326 8.0 +800.1579884536113 5898.3525390625 4.514486312866211 8.0 +800.1784227898243 5898.23583984375 4.5145344734191895 8.0 +800.1988570263784 5895.2451171875 4.513444423675537 8.0 +800.2192911631719 5893.4345703125 4.513748645782471 8.0 +800.2397255001997 5892.1005859375 4.512844562530518 8.0 +800.260159737576 5909.4755859375 4.514325141906738 8.0 +800.3010282132527 5902.83984375 4.514027118682861 8.0 +800.3214623514432 5902.38720703125 4.513606548309326 8.0 +800.3418966899771 5906.26318359375 4.514317035675049 8.0 +800.3623309288669 5895.38623046875 4.512811660766602 8.0 +800.3827650679887 5897.05615234375 4.512994766235352 8.0 +800.4031994073375 5904.09619140625 4.514671802520752 8.0 +800.4236336470422 5908.53173828125 4.5147271156311035 8.0 +800.4440679870895 5917.14111328125 4.515202522277832 8.0 +800.4645021273755 5906.302734375 4.514177322387695 8.0 +800.4849363680114 5896.4443359375 4.513986587524414 8.0 +800.5053707088737 5901.87109375 4.513570785522461 8.0 +800.5258048499745 5910.6513671875 4.514655590057373 8.0 +800.5462390914254 5903.41845703125 4.51314115524292 8.0 +800.566673433219 5907.9140625 4.513727188110352 8.0 +800.5871075752511 5908.16748046875 4.514323711395264 8.0 +800.6075418176333 5906.92041015625 4.514201641082764 8.0 +800.6279761602418 5898.9052734375 4.513571262359619 8.0 +800.6484103032053 5897.1044921875 4.512558460235596 8.0 +800.6688446464032 5910.8408203125 4.514358043670654 8.0 +800.6892788898258 5906.13720703125 4.513652324676514 8.0 +800.7097130337206 5911.78125 4.514460563659668 8.0 +800.7301473777334 5916.01708984375 4.515120983123779 8.0 +800.7505816220873 5911.48779296875 4.5153350830078125 8.0 +800.7710158667978 5914.65283203125 4.514797687530518 8.0 +800.8118843570264 5917.94580078125 4.515388488769531 8.0 +800.8323187025526 5915.87548828125 4.515324115753174 8.0 +800.85275284831 5912.78857421875 4.514908790588379 8.0 +800.8731870944102 5917.8369140625 4.515147686004639 8.0 +800.893621340867 5904.076171875 4.513199806213379 8.0 +800.9140555875565 5912.06494140625 4.514374732971191 8.0 +800.934489834588 5913.83203125 4.5145583152771 8.0 +800.9549241818604 5915.28857421875 4.5136919021606445 8.0 +800.9753583293641 5919.38330078125 4.513847351074219 8.0 +800.9957925772105 5911.171875 4.513971328735352 8.0 +801.0162269254142 5924.27783203125 4.514452934265137 8.0 +801.0570954225113 5917.6015625 4.514280319213867 8.0 +801.0775296715292 5909.505859375 4.513333797454834 8.0 +801.118398170489 5917.771484375 4.514599323272705 8.0 +801.1388324203217 5925.7060546875 4.516041278839111 8.0 +801.1797009209113 5921.59619140625 4.515211582183838 8.0 +801.2001351716754 5906.3671875 4.512062072753906 8.0 +801.2205695227894 5917.27685546875 4.51453971862793 8.0 +801.2410036740112 5923.04052734375 4.516125679016113 8.0 +801.2614379257066 5924.06787109375 4.514822959899902 8.0 +801.2818722775119 5922.01806640625 4.5149760246276855 8.0 +801.3023064297886 5914.05126953125 4.513942241668701 8.0 +801.3227406821825 5924.74560546875 4.51474666595459 8.0 +801.3431750350428 5922.87255859375 4.513576507568359 8.0 +801.3636091880107 5919.466796875 4.514492034912109 8.0 +801.384043441336 5936.4169921875 4.5147013664245605 8.0 +801.4044777950039 5924.185546875 4.51440954208374 8.0 +801.4249120489112 5925.1796875 4.514174938201904 8.0 +801.4453463031678 5923.166015625 4.51520299911499 8.0 +801.4657805576571 5919.40869140625 4.514082431793213 8.0 +801.486214812372 5930.52001953125 4.514999866485596 8.0 +801.5066490674435 5923.78466796875 4.513011455535889 8.0 +801.5270833228569 5924.4033203125 4.513880729675293 8.0 +801.5679518343968 5923.5625 4.5137619972229 8.0 +801.5883860906324 5929.6123046875 4.515387058258057 8.0 +801.6088204470943 5927.09765625 4.51407527923584 8.0 +801.6496888609545 5931.1953125 4.514507293701172 8.0 +801.670123218355 5935.208984375 4.5152387619018555 8.0 +801.7518601506235 5927.3681640625 4.514464855194092 8.0 +801.772294409413 5930.65185546875 4.515010356903076 8.0 +801.833597287543 5940.47216796875 4.515346527099609 8.0 +801.8949000682333 5946.79052734375 4.515263080596924 8.0 +801.915334329009 5939.193359375 4.5159525871276855 8.0 +801.9357684900169 5936.64892578125 4.515455722808838 8.0 +801.9562028514847 5940.9267578125 4.5151753425598145 8.0 +801.9766371130754 5942.7373046875 4.515054225921631 8.0 +801.9970714750161 5931.45556640625 4.5154242515563965 8.0 +802.0175056372973 5943.08935546875 4.515300750732422 8.0 +802.0379398997029 5940.55615234375 4.514162063598633 8.0 +802.058374262575 5946.16796875 4.515467643737793 8.0 +802.0788085256718 5936.79638671875 4.513945579528809 8.0 +802.099242689008 5934.67138671875 4.514798641204834 8.0 +802.1196770525712 5941.923828125 4.514822959899902 8.0 +802.1401112164895 5944.36083984375 4.515153408050537 8.0 +802.1605454807577 5946.89208984375 4.515824317932129 8.0 +802.1809798452596 5941.60546875 4.5143303871154785 8.0 +802.2014141099862 5941.48291015625 4.514283180236816 8.0 +802.2627168060426 5943.0546875 4.515605926513672 8.0 +802.2831511720578 5945.576171875 4.514975070953369 8.0 +802.3035854381887 5946.435546875 4.51496696472168 8.0 +802.3240196046609 5945.5927734375 4.515145778656006 8.0 +802.344453971491 5942.21923828125 4.5146164894104 8.0 +808.5360293126505 5878.150390625 4.18988561630249 9.0 +808.5564636612035 5878.22607421875 4.190356254577637 9.0 +808.5768980100984 5869.6220703125 4.1905598640441895 9.0 +808.597332359117 5867.1455078125 4.191582202911377 9.0 +808.6177668084856 5870.71337890625 4.192350387573242 9.0 +808.638201158079 5875.72509765625 4.194557189941406 9.0 +808.6586354079118 5878.35791015625 4.193853378295898 9.0 +808.6790698579789 5859.74951171875 4.190784931182861 9.0 +808.6995042083872 5872.16357421875 4.194784164428711 9.0 +808.7199384589185 5873.0234375 4.193302631378174 9.0 +808.7403729098005 5862.78466796875 4.194070339202881 9.0 +808.7608072609073 5873.46142578125 4.194459915161133 9.0 +808.7812415122535 5871.90576171875 4.195645809173584 9.0 +808.8016759638267 5868.14013671875 4.194239616394043 9.0 +808.8221103157557 5866.48388671875 4.193990230560303 9.0 +808.8425447678019 5868.03759765625 4.195401191711426 9.0 +808.8629790201958 5859.24853515625 4.194483757019043 9.0 +808.883413372816 5873.12744140625 4.195385456085205 9.0 +808.9038477256763 5862.0302734375 4.1959967613220215 9.0 +808.9242820788786 5862.40380859375 4.196444511413574 9.0 +808.9447164322046 5864.1806640625 4.196732997894287 9.0 +808.9855851397879 5874.603515625 4.196315765380859 9.0 +809.0060195939222 5861.7138671875 4.19594669342041 9.0 +809.0264538482952 5857.23681640625 4.195746898651123 9.0 +809.0468882028945 5859.755859375 4.197417736053467 9.0 +809.067322657851 5866.30810546875 4.197045803070068 9.0 +809.0877569129225 5848.568359375 4.194228172302246 9.0 +809.108191268344 5854.693359375 4.196370601654053 9.0 +809.1490599798781 5862.2734375 4.19736385345459 9.0 +809.1694943359907 5854.892578125 4.198400497436523 9.0 +809.1899287924607 5854.4306640625 4.196774005889893 9.0 +809.2103631490463 5854.66259765625 4.197619915008545 9.0 +809.2307975059739 5857.7685546875 4.196883678436279 9.0 +809.2512318631416 5853.17138671875 4.197812557220459 9.0 +809.2716662205421 5850.19970703125 4.197066307067871 9.0 +809.2921005781682 5851.9794921875 4.197948932647705 9.0 +809.3125349360344 5843.04150390625 4.1971116065979 9.0 +809.3329692942498 5851.58251953125 4.198109149932861 9.0 +809.3534037526915 5842.10107421875 4.197724342346191 9.0 +809.3738380112554 5841.8486328125 4.197178363800049 9.0 +809.3942724701701 5848.10107421875 4.197871208190918 9.0 +809.4147068293096 5853.21435546875 4.197324275970459 9.0 +809.4351410888048 5853.50390625 4.197314739227295 9.0 +809.455575548418 5852.21875 4.197445392608643 9.0 +809.4760099083724 5851.01171875 4.198370933532715 9.0 +809.4964441684497 5844.06591796875 4.196786880493164 9.0 +809.5168786288777 5846.556640625 4.197869300842285 9.0 +809.5373129895306 5849.857421875 4.198431491851807 9.0 +809.5577472504228 5837.17724609375 4.196990489959717 9.0 +809.5781817115494 5853.70947265625 4.199442386627197 9.0 +809.6190504346087 5835.640625 4.197254180908203 9.0 +809.6394847965494 5850.3115234375 4.199155330657959 9.0 +809.6599190587149 5836.177734375 4.197238922119141 9.0 +809.680353521122 5831.83154296875 4.196950435638428 9.0 +809.7007878837612 5838.048828125 4.1977033615112305 9.0 +809.721222246626 5834.84765625 4.198521614074707 9.0 +809.7416566097309 5827.37353515625 4.19692850112915 9.0 +809.762090973185 5840.3466796875 4.198158264160156 9.0 +809.802959700668 5841.533203125 4.200068473815918 9.0 +809.8233940648206 5834.35205078125 4.197094917297363 9.0 +809.8438285291995 5838.32763671875 4.19927978515625 9.0 +809.8642628938178 5837.56591796875 4.197707176208496 9.0 +809.8846971586681 5835.8544921875 4.1987104415893555 9.0 +809.905131623862 5831.97265625 4.1978960037231445 9.0 +809.9255659891787 5838.92138671875 4.199213981628418 9.0 +809.946000254844 5838.4228515625 4.198364734649658 9.0 +809.9664347207363 5843.30078125 4.19933557510376 9.0 +809.986869086868 5833.34228515625 4.1979217529296875 9.0 +810.0073035532259 5842.49267578125 4.1982808113098145 9.0 +810.0481721866527 5837.5556640625 4.198246955871582 9.0 +810.0890409211206 5828.32373046875 4.198487758636475 9.0 +810.1094752886493 5833.40185546875 4.19897985458374 9.0 +810.1299097565206 5830.8779296875 4.198792457580566 9.0 +810.1503440246306 5818.9833984375 4.198174476623535 9.0 +810.1707783929742 5831.09423828125 4.1982622146606445 9.0 +810.191212861544 5835.30419921875 4.1999335289001465 9.0 +810.2116471303525 5820.85498046875 4.198736667633057 9.0 +810.2320815993953 5821.52587890625 4.19779634475708 9.0 +810.2525158687786 5829.130859375 4.198576927185059 9.0 +810.2729502382863 5832.4677734375 4.199749946594238 9.0 +810.293384708144 5825.73876953125 4.197961330413818 9.0 +810.313818978233 5830.81005859375 4.1981940269470215 9.0 +810.334253348432 5827.7890625 4.198668479919434 9.0 +810.3546878189882 5825.16015625 4.1987199783325195 9.0 +810.3751221897692 5833.7568359375 4.198904037475586 9.0 +810.4159909321606 5826.23046875 4.198894023895264 9.0 +810.4568596754762 5827.47900390625 4.19856071472168 9.0 +810.4772940474286 5823.69189453125 4.198659420013428 9.0 +810.497728419723 5823.23095703125 4.198270320892334 9.0 +810.5181628922583 5828.06640625 4.199008464813232 9.0 +810.5385971649084 5817.61572265625 4.19783353805542 9.0 +810.5590315379013 5817.67529296875 4.198619842529297 9.0 +810.5794660112515 5828.9892578125 4.198329925537109 9.0 +810.5999002847166 5832.2998046875 4.19900369644165 9.0 +810.7429410058248 5825.71875 4.197593688964844 9.0 +810.7633753812697 5833.6328125 4.198881149291992 9.0 +810.7838098569482 5825.35791015625 4.198031425476074 9.0 +810.8042441328507 5817.681640625 4.197581768035889 9.0 +810.8246785089941 5818.8603515625 4.198102951049805 9.0 +810.8451129854802 5812.158203125 4.196974754333496 9.0 +810.8655472620885 5822.1650390625 4.198695182800293 9.0 +810.8859816390468 5822.58740234375 4.198876857757568 9.0 +810.9064160161215 5819.1630859375 4.198773384094238 9.0 +810.9268503935382 5826.63818359375 4.199243068695068 9.0 +810.9472847710786 5825.7578125 4.199477195739746 9.0 +810.9677191489682 5823.380859375 4.199160099029541 9.0 +810.9881535270833 5822.359375 4.199288368225098 9.0 +811.0085880054394 5822.1298828125 4.199112415313721 9.0 +811.0290222840267 5815.7509765625 4.198599338531494 9.0 +811.0494566628404 5825.82958984375 4.199188709259033 9.0 +811.0698911418949 5822.75048828125 4.199628829956055 9.0 +811.0903255211742 5827.65771484375 4.199985027313232 9.0 +811.1107598006929 5822.65380859375 4.199122428894043 9.0 +811.1311942805623 5817.0693359375 4.199195861816406 9.0 +811.1516286605474 5814.146484375 4.198453903198242 9.0 +811.1720629408737 5822.36376953125 4.198901176452637 9.0 +811.1924974213252 5817.85693359375 4.198594093322754 9.0 +811.212931802118 5823.0283203125 4.199352264404297 9.0 +811.2333662831516 5825.1494140625 4.199185371398926 9.0 +811.2538005643 5831.84228515625 4.199982166290283 9.0 +811.2742349457912 5828.087890625 4.19952917098999 9.0 +811.2946694275233 5818.00537109375 4.19984245300293 9.0 +811.3151037094867 5820.6474609375 4.200194835662842 9.0 +811.3355380916764 5818.85791015625 4.199718952178955 9.0 +811.355972574107 5821.001953125 4.1995978355407715 9.0 +811.3764068568853 5821.50048828125 4.198849678039551 9.0 +811.3968413397743 5815.4443359375 4.199495792388916 9.0 +811.4172757229026 5817.37646484375 4.199427604675293 9.0 +811.4377100062629 5818.83447265625 4.20016622543335 9.0 +811.4581444899668 5813.0107421875 4.199388027191162 9.0 +811.4785788737936 5815.94580078125 4.200191020965576 9.0 +811.4990131579689 5813.59423828125 4.200098991394043 9.0 +811.5194476423712 5824.4580078125 4.200949668884277 9.0 +811.5398819268958 5815.7802734375 4.19989538192749 9.0 +811.5603163117703 5819.6708984375 4.200394630432129 9.0 +811.5807507968711 5818.10302734375 4.200116157531738 9.0 +811.6011851820949 5815.8857421875 4.2003254890441895 9.0 +811.621619567668 5820.76318359375 4.20067834854126 9.0 +811.6420539534665 5809.92919921875 4.1991963386535645 9.0 +811.6624883395052 5818.56640625 4.200273513793945 9.0 +811.6829227257767 5819.2041015625 4.200456142425537 9.0 +811.7033571122738 5811.38671875 4.199562072753906 9.0 +811.723791499011 5822.2294921875 4.200833797454834 9.0 +811.7442259859818 5813.08203125 4.200016021728516 9.0 +811.764660273293 5814.13330078125 4.200326442718506 9.0 +811.7850947607294 5819.724609375 4.200336933135986 9.0 +811.8055291483906 5814.9013671875 4.200385570526123 9.0 +811.8259634364076 5816.15380859375 4.200456142425537 9.0 +811.8463979245425 5824.77587890625 4.201164245605469 9.0 +811.8668323129095 5821.87451171875 4.199360370635986 9.0 +811.8872666016177 5816.91748046875 4.199928283691406 9.0 +811.9077010904512 5814.85888671875 4.1996588706970215 9.0 +811.9281354796258 5819.84619140625 4.200521469116211 9.0 +811.9485697689233 5826.646484375 4.201380729675293 9.0 +811.9690042585717 5814.65283203125 4.199944972991943 9.0 +811.989438648452 5821.142578125 4.19999885559082 9.0 +812.0098731384423 5818.74462890625 4.198000907897949 9.0 +812.0303074287876 5815.34228515625 4.199219703674316 9.0 +812.0507418193592 5827.96240234375 4.201582431793213 9.0 +812.071176210171 5823.19873046875 4.2010602951049805 9.0 +812.0916106010991 5816.8017578125 4.200497627258301 9.0 +812.1120449923765 5812.009765625 4.198970794677734 9.0 +812.1324794838802 5811.2578125 4.200240612030029 9.0 +812.1529137756224 5813.9150390625 4.20073127746582 9.0 +812.1733482675918 5807.6337890625 4.197317123413086 9.0 +812.1937825597997 5806.9150390625 4.1973724365234375 9.0 +812.2142169522413 5821.52490234375 4.201080322265625 9.0 +812.2346514449091 5816.90771484375 4.1993608474731445 9.0 +812.2550858378163 5818.38037109375 4.200782775878906 9.0 +812.2755201309556 5815.31982421875 4.20055627822876 9.0 +812.2959546243219 5819.4091796875 4.200923442840576 9.0 +812.3163890179276 5820.130859375 4.201082706451416 9.0 +812.3368233117653 5818.27978515625 4.201015949249268 9.0 +812.3572578058302 5815.60400390625 4.198176383972168 9.0 +812.3776922002507 5820.08544921875 4.201402187347412 9.0 +812.3981266947885 5812.85693359375 4.197789669036865 9.0 +812.4185609895503 5819.294921875 4.198655128479004 9.0 +812.438995384553 5812.5595703125 4.199634075164795 9.0 +812.4594298797892 5828.92333984375 4.200368881225586 9.0 +812.479864175366 5820.51806640625 4.1982622146606445 9.0 +812.5002985710671 5820.0556640625 4.197998523712158 9.0 +812.5207330670019 5822.111328125 4.198214054107666 9.0 +812.541167363277 5831.357421875 4.200393199920654 9.0 +812.5616018596775 5820.95703125 4.198943614959717 9.0 +812.58203625631 5815.79345703125 4.198225021362305 9.0 +812.6024705531672 5824.677734375 4.199971675872803 9.0 +812.6229050503825 5819.73583984375 4.198983669281006 9.0 +812.6433394477135 5824.78564453125 4.202299118041992 9.0 +812.6637737452693 5817.0126953125 4.198163986206055 9.0 +812.6842082431831 5817.24755859375 4.198448181152344 9.0 +812.7046426412126 5816.94921875 4.19858980178833 9.0 +812.7250770394676 5817.58447265625 4.198647499084473 9.0 +812.7659458368071 5818.21484375 4.201889991760254 9.0 +812.786380235877 5816.9111328125 4.198425769805908 9.0 +812.8068146350706 5824.4638671875 4.1992034912109375 9.0 +812.8272490344971 5831.48291015625 4.1997199058532715 9.0 +812.8476834342655 5827.8857421875 4.199383735656738 9.0 +812.8681178341576 5835.3212890625 4.200311183929443 9.0 +812.8885522342825 5834.21630859375 4.200061798095703 9.0 +812.9089867347502 5815.66943359375 4.198270797729492 9.0 +812.92942103534 5825.423828125 4.199374198913574 9.0 +812.9498555361643 5823.24462890625 4.199335098266602 9.0 +812.9702899373297 5826.75634765625 4.199634552001953 9.0 +812.990724238618 5825.12255859375 4.199493408203125 9.0 +813.0111587401334 5821.05078125 4.19918966293335 9.0 +813.0315931420046 5825.92431640625 4.199748516082764 9.0 +813.0520274439914 5826.95166015625 4.199743747711182 9.0 +813.0724619462126 5821.19091796875 4.198685646057129 9.0 +813.0928963486585 5823.017578125 4.199431896209717 9.0 +813.1337651543727 5822.345703125 4.1993584632873535 9.0 +813.1541995575244 5824.00634765625 4.1993794441223145 9.0 +813.1746340609097 5819.953125 4.199560642242432 9.0 +813.1950683646428 5817.74169921875 4.19941520690918 9.0 +813.2155027684857 5823.07861328125 4.199575901031494 9.0 +813.2359372725696 5826.501953125 4.199978828430176 9.0 +813.2563715768774 5830.7119140625 4.20039176940918 9.0 +813.2768059814262 5824.1337890625 4.199573516845703 9.0 +813.2972404862085 5826.8955078125 4.200139045715332 9.0 +813.3176747912221 5832.583984375 4.200470924377441 9.0 +813.3381092964628 5830.98681640625 4.200314044952393 9.0 +813.3585437019428 5825.74609375 4.19982385635376 9.0 +813.3789781076484 5830.072265625 4.200404644012451 9.0 +813.3994125135941 5827.7880859375 4.199977874755859 9.0 +813.4198468197719 5827.6787109375 4.199622631072998 9.0 +813.4402812261833 5836.5634765625 4.2007951736450195 9.0 +813.460715732821 5825.5966796875 4.199716567993164 9.0 +813.481150139698 5823.61376953125 4.199845790863037 9.0 +813.5015844467998 5827.912109375 4.2001566886901855 9.0 +813.5220189541433 5826.40380859375 4.200259208679199 9.0 +813.5424533616024 5829.623046875 4.200323581695557 9.0 +813.5628878694042 5829.39892578125 4.200295925140381 9.0 +813.5833221774446 5830.62841796875 4.2006144523620605 9.0 +813.6446254028415 5835.0869140625 4.201022148132324 9.0 +813.6650598116976 5827.0771484375 4.199758052825928 9.0 +813.6854943208964 5830.69482421875 4.199864387512207 9.0 +813.7263631398891 5838.53515625 4.200839519500732 9.0 +813.7467975496693 5829.9091796875 4.19975471496582 9.0 +813.7672318596888 5835.39892578125 4.200448989868164 9.0 +813.787666370059 5837.0751953125 4.2008442878723145 9.0 +813.8081007805376 5827.90869140625 4.200203895568848 9.0 +813.8285350912556 5832.40625 4.200713634490967 9.0 +813.848969602208 5840.46240234375 4.201344013214111 9.0 +813.8694040133851 5843.05224609375 4.201569557189941 9.0 +813.8898383248015 5838.4501953125 4.201792240142822 9.0 +813.9102728364524 5838.2138671875 4.200562477111816 9.0 +813.930707248328 5834.849609375 4.200335502624512 9.0 +813.9511417604444 5841.0185546875 4.200848579406738 9.0 +813.971576072785 5836.0048828125 4.200920581817627 9.0 +813.9920104853663 5837.94677734375 4.201022148132324 9.0 +814.0124448981805 5830.90869140625 4.200031280517578 9.0 +814.0328793111112 5838.1025390625 4.200866222381592 9.0 +814.0533137243838 5832.072265625 4.200118541717529 9.0 +814.0737481378965 5843.42138671875 4.2011799812316895 9.0 +814.0941825515183 5833.94873046875 4.199915885925293 9.0 +814.1146170654974 5844.3583984375 4.201442241668701 9.0 +814.1350514795922 5843.798828125 4.201050758361816 9.0 +814.1554857940355 5848.46875 4.201410293579102 9.0 +814.1759203085894 5843.96630859375 4.200674057006836 9.0 +814.1963547233827 5845.78564453125 4.201435089111328 9.0 +814.2167890384007 5840.330078125 4.200554370880127 9.0 +814.2372235536604 5848.63671875 4.201583385467529 9.0 +814.278092284876 5846.02880859375 4.2013373374938965 9.0 +814.298526800827 5856.71240234375 4.202188968658447 9.0 +814.3189612170172 5845.5078125 4.201261520385742 9.0 +814.3393957334338 5857.61474609375 4.202611923217773 9.0 +814.3598300500889 5851.67041015625 4.201925277709961 9.0 +814.3802644668613 5858.19775390625 4.202241897583008 9.0 +814.4006989839763 5854.60400390625 4.2023725509643555 9.0 +814.4211333012136 5846.9619140625 4.201244831085205 9.0 +814.4415677188008 5853.50146484375 4.202240467071533 9.0 +814.4620022364979 5853.13427734375 4.2021565437316895 9.0 +814.4824365544337 5851.4970703125 4.202087879180908 9.0 +814.5028710727202 5848.6103515625 4.202383518218994 9.0 +814.54373990975 5849.08837890625 4.20236349105835 9.0 +814.5641743286178 5852.39306640625 4.2020745277404785 9.0 +814.5846087477112 5849.85546875 4.2025322914123535 9.0 +814.6050431670446 5857.67529296875 4.202836036682129 9.0 +814.6254775864945 5854.62890625 4.202310085296631 9.0 +814.6459120062864 5857.314453125 4.203351974487305 9.0 +814.6663464263183 5852.66357421875 4.202118396759033 9.0 +814.6867808464667 5856.51220703125 4.203237533569336 9.0 +814.7072152668406 5853.95947265625 4.203044891357422 9.0 +814.7276496875711 5855.43212890625 4.202729225158691 9.0 +814.748084108418 5857.30029296875 4.203377723693848 9.0 +814.7685185294904 5864.126953125 4.203779697418213 9.0 +814.7889530508037 5860.001953125 4.203256130218506 9.0 +814.8093873723483 5857.2822265625 4.2031450271606445 9.0 +814.8298217941192 5852.64892578125 4.204319953918457 9.0 +814.850256316131 5859.46142578125 4.203564167022705 9.0 +814.8706906382577 5856.0732421875 4.2030134201049805 9.0 +814.8911250607271 5862.39697265625 4.203034400939941 9.0 +814.9115595834373 5863.28369140625 4.203348636627197 9.0 +814.9319939062625 5863.634765625 4.203555107116699 9.0 +814.9524284293148 5866.09228515625 4.204103946685791 9.0 +814.9728628527228 5872.8193359375 4.204150676727295 9.0 +814.9932971762464 5873.08740234375 4.204427242279053 9.0 +815.0137316999972 5870.734375 4.203890800476074 9.0 +815.0341661239872 5865.8779296875 4.2033562660217285 9.0 +815.054600448093 5866.2421875 4.204596519470215 9.0 +815.0750349725422 5868.21337890625 4.204083442687988 9.0 +815.0954693972308 5863.25390625 4.20376443862915 9.0 +815.1159039220292 5873.9306640625 4.205119609832764 9.0 +815.1363382471827 5871.1298828125 4.204729080200195 9.0 +815.1567726724534 5876.9306640625 4.2052507400512695 9.0 +815.1772071979503 5874.45361328125 4.204858303070068 9.0 +815.1976415236859 5873.8603515625 4.204677104949951 9.0 +815.218075949655 5875.9755859375 4.205360412597656 9.0 +815.2385104758505 5876.9619140625 4.205183029174805 9.0 +815.2589449022853 5874.57763671875 4.204409599304199 9.0 +815.2793792289522 5884.52490234375 4.205473899841309 9.0 +815.2998137557297 5879.95703125 4.205056190490723 9.0 +815.3202480828622 5880.322265625 4.205484867095947 9.0 +815.3406826101127 5875.025390625 4.205275535583496 9.0 +815.361117037588 5879.55859375 4.205350875854492 9.0 +815.4019858932515 5877.75537109375 4.205967426300049 9.0 +815.4224203214253 5874.5078125 4.205482482910156 9.0 +815.4428546498384 5878.08056640625 4.205999851226807 9.0 +815.4632891783695 5882.09619140625 4.206176280975342 9.0 +815.4837236072417 5886.82861328125 4.2067060470581055 9.0 +815.5041581362384 5883.4609375 4.20612096786499 9.0 +815.5245924655828 5883.79736328125 4.206597805023193 9.0 +815.5450268950372 5872.525390625 4.205172538757324 9.0 +815.5654614247323 5887.88623046875 4.206625461578369 9.0 +815.5858957546588 5880.02099609375 4.205914497375488 9.0 +815.6267647150889 5882.55322265625 4.205968856811523 9.0 +815.6471990457139 5879.283203125 4.205711364746094 9.0 +815.6676334764488 5889.3994140625 4.20679235458374 9.0 +815.6880680074246 5891.2939453125 4.206648349761963 9.0 +815.7085023386317 5885.08447265625 4.206075668334961 9.0 +815.7289368700658 5887.77685546875 4.206284046173096 9.0 +815.7493713017393 5887.33203125 4.20601749420166 9.0 +815.7698057336456 5886.2421875 4.2059245109558105 9.0 +815.7902401657775 5892.0810546875 4.206568241119385 9.0 +815.8106745980331 5899.60400390625 4.20710563659668 9.0 +815.8311090305215 5894.76318359375 4.206570625305176 9.0 +815.8515434633518 5890.56689453125 4.2062554359436035 9.0 +815.8719778963059 5893.7939453125 4.206428050994873 9.0 +815.8924124294863 5891.3193359375 4.206411361694336 9.0 +815.9128468627896 5893.50390625 4.2061285972595215 9.0 +815.9332811964414 5901.16162109375 4.206978797912598 9.0 +815.9537157303275 5892.23095703125 4.206206798553467 9.0 +815.9741500643213 5894.14892578125 4.205552101135254 9.0 +815.9945844985559 5901.00146484375 4.2066144943237305 9.0 +816.0150190330169 5899.4013671875 4.206456184387207 9.0 +816.0354533677164 5907.61181640625 4.2078776359558105 9.0 +816.0558878026495 5896.70703125 4.206575393676758 9.0 +816.0763223378162 5899.0400390625 4.206892967224121 9.0 +816.0967566730906 5894.24267578125 4.206621170043945 9.0 +816.1171912086065 5895.240234375 4.206533908843994 9.0 +816.1376256444637 5896.30224609375 4.207045555114746 9.0 +816.1580599804438 5889.94384765625 4.206424236297607 9.0 +816.1989289529884 5900.716796875 4.206971645355225 9.0 +816.2193632896597 5906.92822265625 4.207413196563721 9.0 +816.2397978264562 5907.97412109375 4.207063674926758 9.0 +816.2602322635939 5901.8486328125 4.206574440002441 9.0 +816.2806668008561 5907.18310546875 4.207056522369385 9.0 +816.3011011383496 5908.30322265625 4.207701683044434 9.0 +816.3215355759603 5905.630859375 4.207174777984619 9.0 +816.3419701139137 5904.46875 4.207486152648926 9.0 +816.3624044521057 5899.4296875 4.207048416137695 9.0 +816.4032734289503 5908.19287109375 4.207753658294678 9.0 +816.4237078677252 5894.4296875 4.2067742347717285 9.0 +816.4441422067248 5902.48291015625 4.206850528717041 9.0 +816.485011185323 5910.45361328125 4.207457065582275 9.0 +816.5054456249054 5909.99462890625 4.207398891448975 9.0 +816.5258800648444 5900.39990234375 4.2064900398254395 9.0 +816.5463145048998 5915.57861328125 4.208020210266113 9.0 +816.5667489450643 5906.64599609375 4.207082748413086 9.0 +816.5871833855854 5903.5302734375 4.20702600479126 9.0 +816.6689212496422 5910.361328125 4.207838535308838 9.0 +816.6893555912029 5910.541015625 4.207571029663086 9.0 +816.7097900328881 5914.927734375 4.208273410797119 9.0 +816.7302245749161 5907.115234375 4.207395553588867 9.0 +816.7506589170662 5901.212890625 4.207190990447998 9.0 +816.7710933594499 5904.1875 4.207101821899414 9.0 +816.7915279020672 5914.33154296875 4.208243370056152 9.0 +816.8119622449085 5914.2177734375 4.208423137664795 9.0 +816.8528312311828 5903.5224609375 4.207839012145996 9.0 +816.8732655746135 5910.91162109375 4.207704067230225 9.0 +816.8937001182785 5912.92529296875 4.2088446617126465 9.0 +816.9345689062975 5923.25830078125 4.2095627784729 9.0 +816.9550034505446 5928.95849609375 4.2095465660095215 9.0 +816.9754378950165 5914.7685546875 4.207569599151611 9.0 +816.9958723397285 5922.80859375 4.20917272567749 9.0 +817.0163067846734 5919.62841796875 4.2089104652404785 9.0 +817.036741229851 5923.3564453125 4.209002494812012 9.0 +817.057175775255 5919.72216796875 4.2078752517700195 9.0 +817.0980445665336 5927.328125 4.208731174468994 9.0 +817.118479112527 5921.8828125 4.2082600593566895 9.0 +817.1389135587524 5914.51025390625 4.207682132720947 9.0 +817.1593479050935 5917.2275390625 4.208093643188477 9.0 +817.1797824516616 5916.62451171875 4.207765579223633 9.0 +817.2002168985855 5915.7685546875 4.207518100738525 9.0 +817.2206512456178 5924.8544921875 4.207677364349365 9.0 +817.2410857927753 5922.43603515625 4.20803165435791 9.0 +817.2615201402805 5925.98828125 4.208034515380859 9.0 +817.2819546878964 5923.08935546875 4.208065032958984 9.0 +817.3228234838389 5932.3212890625 4.208664417266846 9.0 +817.3432580321532 5917.2744140625 4.207465171813965 9.0 +817.3636924805905 5920.28662109375 4.207472801208496 9.0 +817.3841268293763 5926.107421875 4.208227634429932 9.0 +817.4045613782728 5914.69091796875 4.207481384277344 9.0 +817.4249958274086 5917.0732421875 4.207466125488281 9.0 +817.465864726255 5917.17333984375 4.207549095153809 9.0 +817.4862991759728 5915.48779296875 4.207376003265381 9.0 +817.5067337259243 5916.33447265625 4.206603050231934 9.0 +817.5271680760998 5917.7861328125 4.2075676918029785 9.0 +817.5476025265161 5915.3173828125 4.207355976104736 9.0 +817.5680370770497 5920.10546875 4.2078471183776855 9.0 +817.5884714278072 5931.11328125 4.20827579498291 9.0 +817.6089058788057 5933.05615234375 4.208528995513916 9.0 +817.6293404300377 5924.18310546875 4.208150863647461 9.0 +817.670209333075 5923.28466796875 4.2072062492370605 9.0 +817.6906437848884 5928.9765625 4.208118915557861 9.0 +817.7110782369273 5921.70361328125 4.2069220542907715 9.0 +817.7315126892063 5924.00390625 4.207780838012695 9.0 +817.7519471416017 5927.91015625 4.207980155944824 9.0 +817.7723815942227 5923.2216796875 4.207756042480469 9.0 +817.7928160470838 5925.07177734375 4.206902027130127 9.0 +817.8132505001777 5927.97998046875 4.2077860832214355 9.0 +817.8336850534979 5930.6396484375 4.208307266235352 9.0 +817.8541195069411 5916.80322265625 4.206875801086426 9.0 +817.8745538606163 5926.5205078125 4.208249092102051 9.0 +817.8949884145186 5918.69384765625 4.206892967224121 9.0 +817.9154227686595 5919.25537109375 4.207226753234863 9.0 +817.9358572229175 5928.42333984375 4.207979679107666 9.0 +817.9562917774019 5916.7158203125 4.206435680389404 9.0 +817.9767261321249 5929.18212890625 4.207569122314453 9.0 +818.0175951421479 5921.7333984375 4.206938743591309 9.0 +818.038029497453 5925.365234375 4.20706033706665 9.0 +818.0584640529851 5921.21533203125 4.206481456756592 9.0 +818.0788985087565 5920.2841796875 4.206076622009277 9.0 +818.0993328647601 5932.61962890625 4.207773208618164 9.0 +818.1197674208815 5913.30419921875 4.205938816070557 9.0 +818.1402018772278 5919.90966796875 4.2071380615234375 9.0 +818.1606363338142 5918.21923828125 4.207176685333252 9.0 +818.1810707905097 5910.40869140625 4.206702709197998 9.0 +818.2015052475617 5912.05712890625 4.2067484855651855 9.0 +818.2219397047302 5904.63427734375 4.205896377563477 9.0 +818.242374162015 5916.06005859375 4.206615447998047 9.0 +818.2628086196419 5915.72900390625 4.206807613372803 9.0 +818.2832431773932 5909.4560546875 4.205554485321045 9.0 +818.3036776353692 5914.5068359375 4.206084251403809 9.0 +818.3241119935847 5920.765625 4.206493377685547 9.0 +818.3445465519762 5917.5224609375 4.206550121307373 9.0 +818.3649810105926 5925.171875 4.206643581390381 9.0 +818.3854153693901 5915.10400390625 4.2066240310668945 9.0 +818.405849928422 5911.59375 4.206538200378418 9.0 +818.4262843876204 5911.904296875 4.206657409667969 9.0 +818.4467188470007 5919.724609375 4.2072858810424805 9.0 +818.4671533066139 5915.5732421875 4.206785678863525 9.0 +818.4875877664526 5911.3544921875 4.206075668334961 9.0 +818.5080222264733 5912.17724609375 4.206562042236328 9.0 +818.5284566867267 5920.96484375 4.2068772315979 9.0 +818.5693256077502 5920.59228515625 4.20643424987793 9.0 +818.5897600685857 5911.7099609375 4.205639362335205 9.0 +818.6101944295951 5911.38330078125 4.205773830413818 9.0 +818.6306289908316 5910.31591796875 4.205489635467529 9.0 +818.6510634523074 5906.4033203125 4.204902172088623 9.0 +818.6714980139514 5909.1806640625 4.205631732940674 9.0 +818.6919323757757 5907.62744140625 4.205628395080566 9.0 +818.7123668378335 5911.671875 4.205661296844482 9.0 +818.7328014000595 5902.05810546875 4.204983234405518 9.0 +818.7736702251641 5905.7041015625 4.20512056350708 9.0 +818.7941047879722 5898.3837890625 4.204742431640625 9.0 +818.8145392510196 5904.7890625 4.205502986907959 9.0 +818.8349737142998 5899.70166015625 4.204714298248291 9.0 +818.8554081777474 5903.38623046875 4.204362869262695 9.0 +818.875842641377 5905.8115234375 4.205091953277588 9.0 +818.8962771052393 5903.25341796875 4.204522609710693 9.0 +818.9167115693272 5913.3134765625 4.205860137939453 9.0 +818.9371460335387 5910.7822265625 4.205732345581055 9.0 +818.9575804979831 5901.79150390625 4.203985214233398 9.0 +818.9780149626531 5903.2705078125 4.204803466796875 9.0 +818.998449427505 5901.17529296875 4.204357624053955 9.0 +819.0188839925831 5911.1171875 4.204751491546631 9.0 +819.0393183578417 5898.431640625 4.203908920288086 9.0 +819.0597529232764 5891.5859375 4.203675746917725 9.0 +819.0801872889424 5894.79052734375 4.203366279602051 9.0 +819.1006217547765 5907.06787109375 4.2045464515686035 9.0 +819.1414906870923 5898.35009765625 4.204409122467041 9.0 +819.1619251535158 5892.13525390625 4.203098773956299 9.0 +819.1823597201728 5892.53076171875 4.203550815582275 9.0 +819.202794087003 5895.08837890625 4.203525543212891 9.0 +819.2232286540602 5887.7392578125 4.202676296234131 9.0 +819.2845320564084 5905.52490234375 4.204451560974121 9.0 +819.304966524287 5901.39404296875 4.203793048858643 9.0 +819.3254008922813 5895.55908203125 4.203653812408447 9.0 +819.3458354605609 5896.486328125 4.203641414642334 9.0 +819.3662699289634 5896.88330078125 4.203493118286133 9.0 +819.3867043975915 5888.56005859375 4.202682018280029 9.0 +819.4071388664597 5892.2802734375 4.203306198120117 9.0 +819.4275733355025 5892.6318359375 4.203027248382568 9.0 +819.4480079047134 5891.22265625 4.202897071838379 9.0 +819.4684423741055 5894.97021484375 4.203092098236084 9.0 +819.4888767437296 5885.21533203125 4.203132629394531 9.0 +819.5093113135808 5892.05078125 4.203567028045654 9.0 +819.5297457836132 5882.47265625 4.202737331390381 9.0 +819.5501801538194 5889.8427734375 4.203306198120117 9.0 +819.5706147242527 5882.27197265625 4.20251989364624 9.0 +819.6114837656496 5889.009765625 4.202951431274414 9.0 +819.6319181366125 5888.6318359375 4.20220947265625 9.0 +819.6523526078672 5895.01708984375 4.20310115814209 9.0 +819.6727871792391 5891.0595703125 4.202917575836182 9.0 +819.693221550835 5877.9814453125 4.201935768127441 9.0 +819.7136560226136 5884.62060546875 4.20188045501709 9.0 +819.734090494625 5887.77294921875 4.203013896942139 9.0 +819.7749594391644 5886.255859375 4.20240592956543 9.0 +819.7953939116996 5890.43212890625 4.203112602233887 9.0 +819.8158283844605 5879.9228515625 4.2014384269714355 9.0 +819.8362629574622 5884.3662109375 4.201594829559326 9.0 +819.856697330637 5888.05029296875 4.201785564422607 9.0 +819.8771318039799 5880.1982421875 4.201166152954102 9.0 +819.8975663775054 5890.013671875 4.20202112197876 9.0 +819.9180007512623 5884.17578125 4.2016072273254395 9.0 +819.9384352251873 5880.58447265625 4.20173978805542 9.0 +820.0201732228888 5879.75439453125 4.201100826263428 9.0 +820.0406076978106 5874.6142578125 4.200484752655029 9.0 +820.0610421728998 5864.595703125 4.199792861938477 9.0 +820.081476648229 5879.61767578125 4.200883388519287 9.0 +820.1019111237256 5863.744140625 4.199663162231445 9.0 +820.1223455994041 5882.513671875 4.201373100280762 9.0 +820.1427800753154 5867.22314453125 4.199718952178955 9.0 +820.1632145513431 5870.74755859375 4.20002555847168 9.0 +820.1836491276554 5876.119140625 4.200801372528076 9.0 +820.2245180807513 5887.8984375 4.201362609863281 9.0 +820.2449525575939 5870.94775390625 4.19944953918457 9.0 +820.2653869346686 5872.7626953125 4.200085163116455 9.0 +820.2858215119122 5876.1220703125 4.199772834777832 9.0 +820.3062559893369 5877.10888671875 4.200448036193848 9.0 +820.3266903669355 5870.37353515625 4.199692726135254 9.0 +820.3471249447612 5864.80517578125 4.199090480804443 9.0 +820.367559422768 5867.10595703125 4.199462413787842 9.0 +820.3879938009486 5867.7587890625 4.199357032775879 9.0 +820.4084283793563 5867.70166015625 4.1988420486450195 9.0 +820.4288627579444 5873.02734375 4.1995625495910645 9.0 +820.4492973367087 5875.02978515625 4.199707984924316 9.0 +820.4697318156977 5866.7060546875 4.198995590209961 9.0 +820.4901661948679 5866.85791015625 4.199062347412109 9.0 +820.5106007742143 5866.92529296875 4.1989898681640625 9.0 +820.5310352537854 5863.1240234375 4.19869327545166 9.0 +820.5514697335384 5862.609375 4.198511600494385 9.0 +820.5719042134078 5852.67041015625 4.1976704597473145 9.0 +820.592338693561 5857.47412109375 4.197900295257568 9.0 +820.6127732738969 5859.83984375 4.198210716247559 9.0 +820.6332076544059 5855.48828125 4.198070526123047 9.0 +820.6536421350829 5851.94580078125 4.197505950927734 9.0 +820.6740767159426 5856.66455078125 4.197391033172607 9.0 +820.6945111970344 5857.4541015625 4.198160648345947 9.0 +820.7149455782928 5855.0703125 4.196734428405762 9.0 +820.7353801597346 5861.85205078125 4.197961807250977 9.0 +820.7558146414085 5860.23876953125 4.197803974151611 9.0 +820.776249023249 5863.400390625 4.198071002960205 9.0 +820.7966836052728 5851.2421875 4.19681978225708 9.0 +820.8171180874706 5860.1904296875 4.197125434875488 9.0 +820.8375526698946 5862.7373046875 4.196891784667969 9.0 +820.8579870524991 5851.1318359375 4.196467876434326 9.0 +820.898856118285 5849.1123046875 4.195799827575684 9.0 +820.9192905014133 5858.51416015625 4.197340965270996 9.0 +820.9601595683635 5854.22412109375 4.196533203125 9.0 +820.9805939520738 5850.19140625 4.196463108062744 9.0 +821.0010285360186 5843.990234375 4.19558572769165 9.0 +821.0214629201291 5850.921875 4.196986675262451 9.0 +821.0418974044223 5841.8291015625 4.1955366134643555 9.0 +821.0623319888837 5849.7333984375 4.195465087890625 9.0 +821.0827663735836 5846.2841796875 4.195619106292725 9.0 +821.1032008584589 5856.86767578125 4.196795463562012 9.0 +821.1236354435096 5852.53369140625 4.196603298187256 9.0 +821.1440698287843 5846.0380859375 4.195870876312256 9.0 +821.1645043141834 5847.6435546875 4.195459365844727 9.0 +821.1849388998089 5847.62451171875 4.195163726806641 9.0 +821.2053732856148 5840.94482421875 4.194954872131348 9.0 +821.246242357869 5844.50048828125 4.195384502410889 9.0 +821.2666768441923 5848.72802734375 4.1959123611450195 9.0 +821.2871113307556 5857.501953125 4.197223663330078 9.0 +821.3075458175445 5846.47705078125 4.195528507232666 9.0 +821.327980304457 5841.578125 4.195021629333496 9.0 +821.3484148916032 5848.12060546875 4.195767402648926 9.0 +821.3688492789224 5844.08203125 4.195042133331299 9.0 +821.3892838664106 5843.61669921875 4.194821357727051 9.0 +821.4097183540798 5844.55126953125 4.195107936859131 9.0 +821.4301527419739 5840.423828125 4.19436502456665 9.0 +821.4505873299931 5843.974609375 4.1942138671875 9.0 +821.4914562067279 5845.99853515625 4.195231914520264 9.0 +821.511890795322 5845.75048828125 4.19495153427124 9.0 +821.5323252841554 5837.13818359375 4.194308280944824 9.0 +821.5527596730972 5841.43701171875 4.194460391998291 9.0 +821.5731942622806 5847.17724609375 4.194727420806885 9.0 +821.5936287516961 5835.37255859375 4.19365119934082 9.0 +821.6140633412215 5834.03759765625 4.193138599395752 9.0 +821.6344977309273 5829.87548828125 4.193868160247803 9.0 +821.6549322208666 5824.4560546875 4.193727016448975 9.0 +821.6958012012619 5827.6044921875 4.193556308746338 9.0 +821.7162356917252 5839.265625 4.19413423538208 9.0 +821.736670182414 5841.236328125 4.194697856903076 9.0 +821.7571046732846 5849.22705078125 4.194758415222168 9.0 +821.7775392642725 5833.77099609375 4.193356513977051 9.0 +821.7979736554844 5834.96240234375 4.19324254989624 9.0 +821.8184081468789 5838.55712890625 4.193163871765137 9.0 +821.8388427385071 5831.14990234375 4.193454742431641 9.0 +821.8592772302436 5829.90673828125 4.192664623260498 9.0 +821.8797116222195 5826.3955078125 4.192737102508545 9.0 +821.9001462143642 5831.00439453125 4.192502975463867 9.0 +821.9205807066901 5825.53662109375 4.192794322967529 9.0 +821.9410150991898 5836.8056640625 4.193408966064453 9.0 +821.9818841847664 5829.6982421875 4.193274021148682 9.0 +822.0023186777908 5831.38671875 4.192997932434082 9.0 +822.0227531710407 5825.3173828125 4.192387580871582 9.0 +822.0431876644725 5833.80078125 4.193861484527588 9.0 +822.0636222580797 5819.62353515625 4.192410469055176 9.0 +822.0840566519182 5831.34814453125 4.193184852600098 9.0 +822.1044911458666 5836.05322265625 4.193484306335449 9.0 +822.1453601343528 5829.3203125 4.192069053649902 9.0 +822.1657946288906 5827.61767578125 4.191871166229248 9.0 +822.1862292236037 5824.7958984375 4.191997528076172 9.0 +822.20666361849 5829.71875 4.191873550415039 9.0 +822.2270982135451 5827.77294921875 4.191925525665283 9.0 +822.2475327088396 5827.8154296875 4.192060470581055 9.0 +822.2679671042424 5828.9365234375 4.192143440246582 9.0 +822.2884016998869 5835.2490234375 4.1927618980407715 9.0 +822.3088361957052 5832.18798828125 4.191243648529053 9.0 +822.3292705916392 5816.98876953125 4.190657615661621 9.0 +822.3497051878003 5820.5595703125 4.190568923950195 9.0 +822.3701395841999 5820.99462890625 4.190825462341309 9.0 +822.3905741807102 5814.5751953125 4.190657138824463 9.0 +822.4110086774017 5818.2939453125 4.1911234855651855 9.0 +822.431443174326 5812.5576171875 4.190647602081299 9.0 +822.4518776713594 5816.220703125 4.190670013427734 9.0 +822.4723121686329 5818.90966796875 4.190853595733643 9.0 +822.4927466660811 5816.87939453125 4.190745830535889 9.0 +822.5131811636384 5821.47509765625 4.191072940826416 9.0 +822.533615661494 5822.3291015625 4.1905903816223145 9.0 +822.5949191559266 5822.49951171875 4.190432548522949 9.0 +822.6357882531447 5814.78125 4.190749645233154 9.0 +822.6562226520473 5817.31787109375 4.190701007843018 9.0 +822.676657251126 5821.98046875 4.190941333770752 9.0 +822.6970917503131 5819.54638671875 4.190368175506592 9.0 +822.7175261497396 5818.00830078125 4.1908464431762695 9.0 +822.7379607493422 5822.84765625 4.191665172576904 9.0 +822.7583952491113 5823.79638671875 4.19141149520874 9.0 +822.7788298490632 5817.2412109375 4.190598964691162 9.0 +822.7992642491881 5811.32666015625 4.1901774406433105 9.0 +822.8196987495394 5815.0771484375 4.1907830238342285 9.0 +822.8401333500151 5809.87255859375 4.190173625946045 9.0 +822.8605677507221 5821.0693359375 4.191228866577148 9.0 +822.881002251539 5812.4384765625 4.189806938171387 9.0 +822.901436752596 5806.65185546875 4.190676689147949 9.0 +822.9218712537695 5813.07763671875 4.191105365753174 9.0 +822.9423057551685 5810.3994140625 4.18977165222168 9.0 +822.9627402567494 5815.2998046875 4.190005302429199 9.0 +822.9831747584467 5810.1123046875 4.189824104309082 9.0 +823.0036093604285 5812.64453125 4.1901750564575195 9.0 +823.0240437624743 5808.908203125 4.189360618591309 9.0 +823.0649128672012 5817.55615234375 4.190042495727539 9.0 +823.085347369888 5808.7001953125 4.190163612365723 9.0 +823.1057817726905 5811.0859375 4.190671920776367 9.0 +823.1262163756619 5805.7734375 4.190030097961426 9.0 +823.1466508788144 5808.88720703125 4.1902875900268555 9.0 +823.1670853821997 5807.818359375 4.190341472625732 9.0 +823.1875198856942 5807.259765625 4.18961238861084 9.0 +823.2079543893706 5809.83837890625 4.190429210662842 9.0 +823.2283889932733 5810.25732421875 4.190651893615723 9.0 +823.2488233972981 5794.986328125 4.188786506652832 9.0 +823.2692579015566 5809.162109375 4.190176010131836 9.0 +823.2896925059249 5803.6845703125 4.189865589141846 9.0 +823.3305614152559 5803.43408203125 4.189742565155029 9.0 +823.3714304253372 5807.98095703125 4.189205646514893 9.0 +823.3918650306441 5806.76318359375 4.188992977142334 9.0 +823.4122995360594 5808.3408203125 4.189517974853516 9.0 +823.4327339417141 5802.8916015625 4.189053535461426 9.0 +823.4736030534841 5815.6123046875 4.189554691314697 9.0 +823.4940374596626 5805.9013671875 4.188643455505371 9.0 +823.5144720660173 5813.984375 4.18971061706543 9.0 +823.5349065725386 5811.26806640625 4.188663959503174 9.0 +823.5553410792418 5811.43408203125 4.189019203186035 9.0 +823.5757755860614 5814.45166015625 4.189975738525391 9.0 +823.5962100931065 5815.90966796875 4.190080642700195 9.0 +823.6166446003335 5816.849609375 4.189845561981201 9.0 +823.6370791077352 5800.25146484375 4.1886186599731445 9.0 +823.657513615246 5806.92333984375 4.189001083374023 9.0 +823.6779481229969 5804.21044921875 4.18876314163208 9.0 +823.6983826309224 5807.95458984375 4.190237522125244 9.0 +823.7188171390153 5804.5146484375 4.190262317657471 9.0 +823.7392517472908 5801.1171875 4.188877582550049 9.0 +823.7801207642988 5797.8603515625 4.188804626464844 9.0 +823.8209896820699 5805.2470703125 4.189028739929199 9.0 +823.8414242911531 5809.0361328125 4.18772029876709 9.0 +823.8618588004756 5803.1923828125 4.188161373138428 9.0 +823.882293209972 5800.71533203125 4.187731742858887 9.0 +823.902727819579 5803.56005859375 4.188612937927246 9.0 +823.9435969394399 5803.68994140625 4.188591480255127 9.0 +823.9640313495765 5798.228515625 4.188473224639893 9.0 +823.9844658599468 5792.298828125 4.187788963317871 9.0 +824.0049004704342 5800.208984375 4.188824653625488 9.0 +824.0253348811457 5796.69091796875 4.188148498535156 9.0 +824.0457693919816 5800.94921875 4.189293384552002 9.0 +824.0662040029856 5801.15625 4.188913345336914 9.0 +824.0866384142282 5799.63330078125 4.188701152801514 9.0 +824.107072925588 5801.861328125 4.188840866088867 9.0 +824.1275075371232 5813.97998046875 4.189520359039307 9.0 +824.1479419488242 5803.5830078125 4.188630104064941 9.0 +824.1683765607086 5805.91357421875 4.188082695007324 9.0 +824.1888109727661 5801.35400390625 4.189033508300781 9.0 +824.2092455849925 5800.19873046875 4.18823766708374 9.0 +824.2296800974 5796.138671875 4.1876301765441895 9.0 +824.2501145099814 5796.77197265625 4.187524795532227 9.0 +824.2705490227308 5802.56982421875 4.187962532043457 9.0 +824.290983635663 5803.81005859375 4.188786506652832 9.0 +824.3114181487617 5798.3720703125 4.188554286956787 9.0 +824.3318526619842 5802.5634765625 4.18898344039917 9.0 +824.3522871754394 5808.556640625 4.1892595291137695 9.0 +824.3727216890038 5797.85009765625 4.188558578491211 9.0 +824.3931562028083 5794.318359375 4.188005447387695 9.0 +824.4135907167292 5804.83447265625 4.189512252807617 9.0 +824.4544598451466 5813.00146484375 4.189889907836914 9.0 +824.4748942595907 5804.81298828125 4.189090728759766 9.0 +824.4953287742028 5805.47607421875 4.188742637634277 9.0 +824.5157633889976 5800.578125 4.188182353973389 9.0 +824.5975013498537 5795.6396484375 4.187432289123535 9.0 +824.6179359654561 5784.34228515625 4.1867852210998535 9.0 +824.6588048972553 5787.12353515625 4.1871418952941895 9.0 +824.6792395133816 5788.43603515625 4.187955856323242 9.0 +824.699674029689 5793.0546875 4.187045574188232 9.0 +824.7201086461719 5803.6513671875 4.188272476196289 9.0 +824.7405430628205 5797.52880859375 4.187605857849121 9.0 +824.7609775796518 5793.66064453125 4.18686056137085 9.0 +824.7814121966512 5802.85888671875 4.187601089477539 9.0 +824.8018466137728 5809.74609375 4.188663959503174 9.0 +824.822281131128 5809.2353515625 4.189213752746582 9.0 +824.8427156485996 5800.3955078125 4.187992572784424 9.0 +824.8631501662385 5794.77392578125 4.187600612640381 9.0 +824.8835846840593 5789.97607421875 4.187307834625244 9.0 +824.9040192020548 5789.349609375 4.1873674392700195 9.0 +824.9244537202176 5792.8125 4.187231540679932 9.0 +824.944888338563 5796.458984375 4.188028812408447 9.0 +824.9653228570241 5804.44384765625 4.188328742980957 9.0 +824.9857572757101 5799.44970703125 4.188246726989746 9.0 +825.0061918945212 5799.392578125 4.188106060028076 9.0 +825.0266264134989 5792.87646484375 4.187137603759766 9.0 +825.0470608327159 5803.3662109375 4.1870245933532715 9.0 +825.0674954520509 5792.90771484375 4.186924934387207 9.0 +825.0879299715016 5790.87451171875 4.186911106109619 9.0 +825.1083645911785 5797.1845703125 4.187137603759766 9.0 +825.1287990109777 5799.71435546875 4.18697452545166 9.0 +825.1492335310031 5795.8232421875 4.1869964599609375 9.0 +825.169668151153 5793.07080078125 4.187051296234131 9.0 +825.190102571476 5796.8544921875 4.1871137619018555 9.0 +825.2105370919744 5799.00390625 4.187219142913818 9.0 +825.2514061334878 5796.92724609375 4.187583923339844 9.0 +825.2718406544445 5794.2626953125 4.186880111694336 9.0 +825.292275275584 5791.01171875 4.186348915100098 9.0 +825.3127096968965 5797.3125 4.187426567077637 9.0 +825.3331443183779 5797.56640625 4.187270641326904 9.0 +825.3740133618776 5799.294921875 4.187785625457764 9.0 +825.3944478838239 5789.19677734375 4.1867547035217285 9.0 +825.4148824060103 5791.97998046875 4.186825752258301 9.0 +825.4353169283131 5794.27587890625 4.1867852210998535 9.0 +825.4557514507833 5799.16015625 4.187472343444824 9.0 +825.4761859733771 5794.455078125 4.18705940246582 9.0 +825.5170550191397 5795.2783203125 4.185929298400879 9.0 +825.5374895423156 5790.64013671875 4.186097145080566 9.0 +825.598793112651 5798.306640625 4.187886714935303 9.0 +825.6396621603926 5793.9794921875 4.1872076988220215 9.0 +825.6600966844999 5786.23779296875 4.186254024505615 9.0 +825.6805313087825 5790.54833984375 4.187047004699707 9.0 +825.700965733231 5797.7255859375 4.187446117401123 9.0 +825.7214003578047 5800.0712890625 4.1879472732543945 9.0 +825.7418348826104 5798.8935546875 4.187515735626221 9.0 +825.7622693075245 5795.61474609375 4.1872477531433105 9.0 +825.7827039326221 5788.73193359375 4.18610954284668 9.0 +825.8235728832733 5790.89013671875 4.187219142913818 9.0 +825.8440075088365 5795.7890625 4.186973571777344 9.0 +825.8644420345736 5795.83447265625 4.186452865600586 9.0 +825.8848764604772 5801.427734375 4.187790393829346 9.0 +825.9053110865643 5799.65380859375 4.187028408050537 9.0 +825.9257456127671 5801.6669921875 4.186971187591553 9.0 +825.9461802391379 5793.19873046875 4.186557769775391 9.0 +825.9666146656891 5803.26611328125 4.187612533569336 9.0 +825.9870491924157 5787.9013671875 4.186559677124023 9.0 +826.0074838192522 5798.955078125 4.187868118286133 9.0 +826.0279182463273 5797.17529296875 4.18699312210083 9.0 +826.0483527734614 5796.7294921875 4.189024448394775 9.0 +826.0687874008217 5800.5693359375 4.187554836273193 9.0 +826.0892218283625 5809.33154296875 4.188414573669434 9.0 +826.1096564560139 5802.568359375 4.1874189376831055 9.0 +826.1300909838465 5801.1171875 4.187446117401123 9.0 +826.1505254118529 5800.12646484375 4.18719482421875 9.0 +826.1709600400354 5790.39208984375 4.18626594543457 9.0 +826.1913945683264 5802.9755859375 4.188045978546143 9.0 +826.2118289967984 5798.34033203125 4.187586307525635 9.0 +826.2322636254394 5794.25927734375 4.187195777893066 9.0 +826.2526981542032 5794.6064453125 4.187263488769531 9.0 +826.2731325831992 5802.05224609375 4.187920093536377 9.0 +826.2935672123131 5804.01123046875 4.188116550445557 9.0 +826.3140017415935 5794.1943359375 4.186524868011475 9.0 +826.3344363709984 5806.81884765625 4.1878180503845215 9.0 +826.3548708006274 5808.04052734375 4.188163757324219 9.0 +826.3753053303808 5805.54833984375 4.1877241134643555 9.0 +826.3957399603096 5806.94482421875 4.18739652633667 9.0 +826.4161743903533 5806.26513671875 4.1879754066467285 9.0 +826.436608920565 5805.767578125 4.1879706382751465 9.0 +826.4570435509595 5807.6337890625 4.1875224113464355 9.0 +826.4774779815198 5803.5634765625 4.18731689453125 9.0 +826.4979126122635 5809.826171875 4.188113689422607 9.0 +826.5183471431228 5801.18359375 4.187272071838379 9.0 +826.5387815740978 5811.3720703125 4.1882500648498535 9.0 +826.5592162052999 5808.66796875 4.187880516052246 9.0 +826.5796507366249 5816.38525390625 4.188624858856201 9.0 +826.6000852681173 5806.66796875 4.187066078186035 9.0 +826.6205197997915 5803.4013671875 4.186903476715088 9.0 +826.6409543315822 5804.86083984375 4.187460422515869 9.0 +826.6613888635402 5801.45751953125 4.187326908111572 9.0 +826.6818233956801 5807.26171875 4.187889575958252 9.0 +826.7022579279947 5796.83203125 4.186172962188721 9.0 +826.7226925604191 5811.50732421875 4.186465263366699 9.0 +826.7431269930239 5810.77880859375 4.1876540184021 9.0 +826.7635615258041 5812.8974609375 4.187349319458008 9.0 +826.7839961586942 5802.66552734375 4.186678886413574 9.0 +826.8044305917647 5800.27490234375 4.186167240142822 9.0 +826.8248651250105 5806.546875 4.1875104904174805 9.0 +826.8452997583663 5810.705078125 4.1878252029418945 9.0 +826.8657341919607 5815.30712890625 4.1876444816589355 9.0 +826.886168725614 5808.92822265625 4.187467098236084 9.0 +826.9066033594936 5810.17626953125 4.186865329742432 9.0 +826.9270377934954 5812.81494140625 4.18746280670166 9.0 +826.9474724276733 5809.00732421875 4.18695068359375 9.0 +826.9679069619597 5799.44970703125 4.186604976654053 9.0 +826.9883413964853 5815.69140625 4.188326835632324 9.0 +827.0087760310707 5810.5302734375 4.1879563331604 9.0 +827.0292105658809 5813.11962890625 4.188506603240967 9.0 +827.049645000814 5811.8974609375 4.187675952911377 9.0 +827.070079635916 5812.494140625 4.188493251800537 9.0 +827.0905141711992 5820.212890625 4.1889519691467285 9.0 +827.1109488065995 5820.2607421875 4.188454627990723 9.0 +827.1313832421729 5820.4619140625 4.187784671783447 9.0 +827.1518177779144 5819.5283203125 4.188096046447754 9.0 +827.1722524137804 5832.64453125 4.189742088317871 9.0 +827.192686849754 5821.3232421875 4.188065052032471 9.0 +827.2131213859684 5816.57958984375 4.187535285949707 9.0 +827.2335560223 5838.4326171875 4.190635681152344 9.0 +827.2744249954194 5833.19580078125 4.190040111541748 9.0 +827.2948596322749 5832.029296875 4.190031051635742 9.0 +827.3152941691806 5821.6806640625 4.188854694366455 9.0 +827.3357287063263 5827.62353515625 4.189413547515869 9.0 +827.3561632435885 5822.080078125 4.1886420249938965 9.0 +827.3765977810181 5819.44189453125 4.188953876495361 9.0 +827.3970323185713 5823.36572265625 4.188763618469238 9.0 +827.4174668562991 5823.087890625 4.188390254974365 9.0 +827.4379012941354 5818.60009765625 4.188203811645508 9.0 +827.4583359322132 5824.4365234375 4.1889495849609375 9.0 +827.4787704704067 5819.92236328125 4.188733100891113 9.0 +827.4992051087102 5828.85205078125 4.189196586608887 9.0 +827.519639547194 5826.6484375 4.189361095428467 9.0 +827.5400740858531 5839.265625 4.190064430236816 9.0 +827.5605087246222 5839.68603515625 4.19234037399292 9.0 +827.5809431635716 5838.265625 4.189638137817383 9.0 +827.6013777026965 5826.3896484375 4.188530445098877 9.0 +827.6218123419312 5826.16796875 4.189148426055908 9.0 +827.6422467813463 5834.8583984375 4.189281940460205 9.0 +827.6626813208786 5824.71923828125 4.188631534576416 9.0 +827.683115960579 5840.9140625 4.1902289390563965 9.0 +827.7035504004598 5837.21533203125 4.1904730796813965 9.0 +827.7239850404585 5830.8447265625 4.1896443367004395 9.0 +827.7648541209128 5830.99951171875 4.189931869506836 9.0 +827.7852886613764 5831.19970703125 4.189908027648926 9.0 +827.826157742762 5830.1748046875 4.190082550048828 9.0 +827.8670268247879 5832.96484375 4.190523147583008 9.0 +827.8874613660082 5843.158203125 4.191195487976074 9.0 +827.9487650905357 5840.78857421875 4.1912102699279785 9.0 +827.9691996323963 5838.64501953125 4.190685749053955 9.0 +827.9896340743653 5842.27880859375 4.191089630126953 9.0 +828.0100687164595 5838.74658203125 4.190768718719482 9.0 +828.0305031587268 5849.58203125 4.191496849060059 9.0 +828.0509377011622 5852.82373046875 4.192039966583252 9.0 +828.071372343722 5845.8564453125 4.191163063049316 9.0 +828.091806786455 5849.31396484375 4.191497325897217 9.0 +828.1122414292986 5855.26123046875 4.191752910614014 9.0 +828.1326759723233 5844.68701171875 4.190703868865967 9.0 +828.153110415522 5851.951171875 4.191694259643555 9.0 +828.1735450588312 5846.98095703125 4.191884994506836 9.0 +828.1939796022634 5841.1533203125 4.1913323402404785 9.0 +828.2144140459277 5845.45458984375 4.191676616668701 9.0 +828.2348486896444 5853.3076171875 4.192817687988281 9.0 +828.2552832336005 5843.794921875 4.191559314727783 9.0 +828.275717677614 5848.697265625 4.1917266845703125 9.0 +828.2961523218546 5847.4365234375 4.191178798675537 9.0 +828.3370215106916 5859.53662109375 4.192936420440674 9.0 +828.3574559553454 5848.5107421875 4.191554069519043 9.0 +828.3778905001745 5849.1103515625 4.191825866699219 9.0 +828.3983251451136 5850.01171875 4.192152976989746 9.0 +828.4187595902331 5844.2763671875 4.191717147827148 9.0 +828.4391941354697 5851.5966796875 4.192228317260742 9.0 +828.4596287808163 5853.29443359375 4.1924333572387695 9.0 +828.480063326344 5858.73681640625 4.19301700592041 9.0 +828.5004978720463 5858.927734375 4.192718982696533 9.0 +828.5209324179159 5856.7890625 4.192708969116211 9.0 +828.5822360562961 5849.80224609375 4.192663192749023 9.0 +828.6026706026969 5853.8935546875 4.193154335021973 9.0 +828.6231052492731 5852.90673828125 4.192818641662598 9.0 +828.6639742428233 5855.939453125 4.192886829376221 9.0 +828.6844087898644 5856.3466796875 4.192801475524902 9.0 +828.7048433370146 5858.2880859375 4.193164825439453 9.0 +828.7252779842893 5857.6943359375 4.19188928604126 9.0 +828.745712431737 5858.97509765625 4.19267463684082 9.0 +828.7661469792947 5862.46337890625 4.193217754364014 9.0 +828.7865816270933 5863.5 4.193398952484131 9.0 +828.8070160749485 5869.48046875 4.194037437438965 9.0 +828.8274506229718 5860.3037109375 4.192549228668213 9.0 +828.8478852711778 5861.341796875 4.192766189575195 9.0 +828.8683197194405 5868.91796875 4.193367958068848 9.0 +828.8887542679295 5875.89208984375 4.194111347198486 9.0 +828.9091889165429 5874.09033203125 4.193750858306885 9.0 +828.9296233652713 5868.83203125 4.193230628967285 9.0 +828.9500580141685 5875.71240234375 4.193430423736572 9.0 +828.9704925631886 5877.85400390625 4.1942644119262695 9.0 +828.9909271123834 5869.71044921875 4.193544864654541 9.0 +829.0113616617455 5880.166015625 4.19471549987793 9.0 +829.0317962111731 5886.52001953125 4.195332050323486 9.0 +829.0522307608335 5879.955078125 4.194403648376465 9.0 +829.072665310603 5880.19873046875 4.194665431976318 9.0 +829.0930998604963 5873.50390625 4.193869590759277 9.0 +829.1135345104994 5879.25048828125 4.1949849128723145 9.0 +829.133969060742 5877.265625 4.194250106811523 9.0 +829.1544035110419 5885.80859375 4.19473934173584 9.0 +829.174838161518 5883.59228515625 4.19486665725708 9.0 +829.1952727121607 5889.7197265625 4.195164203643799 9.0 +829.2157071629263 5882.97265625 4.194515705108643 9.0 +829.2565763649181 5882.96728515625 4.194411277770996 9.0 +829.2770108160912 5885.11474609375 4.194908142089844 9.0 +829.2974454674404 5883.93798828125 4.194625377655029 9.0 +829.317880018898 5881.2021484375 4.194173336029053 9.0 +829.3383145705375 5885.419921875 4.195018291473389 9.0 +829.3587491222861 5887.9072265625 4.195732116699219 9.0 +829.3791835741868 5884.9423828125 4.1955180168151855 9.0 +829.3996182262636 5885.61865234375 4.195456027984619 9.0 +829.4200527784269 5890.54931640625 4.195275783538818 9.0 +829.4404872307568 5888.3466796875 4.195436477661133 9.0 +829.4609218832411 5887.74267578125 4.1951494216918945 9.0 +829.4813564358628 5886.1748046875 4.194665431976318 9.0 +829.501791088609 5893.54052734375 4.195821762084961 9.0 +829.5426600945575 5887.30712890625 4.195629119873047 9.0 +829.5630947477403 5883.052734375 4.195618629455566 9.0 +829.6039637545036 5890.92138671875 4.196756362915039 9.0 +829.6243984081229 5886.30322265625 4.195721626281738 9.0 +829.644832961887 5890.25927734375 4.1955718994140625 9.0 +829.6652674157594 5895.81787109375 4.1964497566223145 9.0 +829.6857020697862 5883.6748046875 4.194994926452637 9.0 +829.7061366239577 5894.77392578125 4.195890426635742 9.0 +829.7470057327009 5881.03955078125 4.194504737854004 9.0 +829.7674402872799 5888.4443359375 4.195655822753906 9.0 +829.787874942027 5903.15185546875 4.197310924530029 9.0 +829.8083093968962 5903.79736328125 4.197083950042725 9.0 +829.8287439519117 5902.7041015625 4.1969757080078125 9.0 +829.8491786070372 5904.431640625 4.197134017944336 9.0 +829.8696130623139 5905.37841796875 4.1972222328186035 9.0 +829.8900477177667 5901.20947265625 4.196283340454102 9.0 +829.9104821732981 5899.30126953125 4.196114540100098 9.0 +829.9309167290121 5905.84814453125 4.197345733642578 9.0 +829.9513513848651 5901.025390625 4.197109222412109 9.0 +829.9717858408403 5904.673828125 4.197269916534424 9.0 +829.9922203969618 5904.22509765625 4.196741104125977 9.0 +830.0126550532295 5905.3125 4.19696044921875 9.0 +830.0330895096049 5906.54150390625 4.196630001068115 9.0 +830.0535240661338 5906.3251953125 4.196998596191406 9.0 +830.0739587228309 5908.546875 4.197494029998779 9.0 +830.094393179621 5905.83642578125 4.19768762588501 9.0 +830.1148278365872 5900.05029296875 4.196570873260498 9.0 +830.1352623936691 5909.1259765625 4.1976189613342285 9.0 +830.1556968508885 5897.126953125 4.196625709533691 9.0 +830.1761315082622 5904.88525390625 4.197351455688477 9.0 +830.1965660657443 5902.95361328125 4.197115421295166 9.0 +830.2170006233791 5906.203125 4.197124004364014 9.0 +830.2374351811595 5908.09033203125 4.197482109069824 9.0 +830.2578697390854 5898.447265625 4.196432113647461 9.0 +830.2783042971205 5897.05419921875 4.196389198303223 9.0 +830.2987388553083 5902.0283203125 4.196781635284424 9.0 +830.3191734136344 5902.44970703125 4.19685173034668 9.0 +830.3396080721141 5906.5224609375 4.197193145751953 9.0 +830.3600426306803 5903.650390625 4.197319507598877 9.0 +830.3804770894203 5899.66943359375 4.197093963623047 9.0 +830.400911748271 5906.17919921875 4.197160243988037 9.0 +830.4213463073029 5908.53662109375 4.197067737579346 9.0 +830.4417807664431 5911.26611328125 4.197062015533447 9.0 +830.4622154257086 5909.90478515625 4.196883201599121 9.0 +830.4826499851479 5916.1982421875 4.197783946990967 9.0 +830.5030846446971 5914.23779296875 4.1973137855529785 9.0 +830.5235191043685 5908.4609375 4.196908473968506 9.0 +830.5439536641861 5903.79931640625 4.196365833282471 9.0 +830.564388224142 5905.71826171875 4.196830749511719 9.0 +830.6052573444467 5919.0615234375 4.197972774505615 9.0 +830.6256919048101 5911.39697265625 4.197610378265381 9.0 +830.6461264652971 5907.75048828125 4.197171688079834 9.0 +830.666560925958 5910.04638671875 4.197420120239258 9.0 +830.6869955867005 5906.38623046875 4.196962356567383 9.0 +830.707430147595 5910.10205078125 4.197361469268799 9.0 +830.7278648086358 5901.31298828125 4.19642972946167 9.0 +830.7482992698133 5911.9609375 4.197309970855713 9.0 +830.7687338311152 5909.6494140625 4.1968584060668945 9.0 +830.7891684925635 5909.01025390625 4.196988582611084 9.0 +830.8096029541193 5910.06591796875 4.196461200714111 9.0 +830.8300375158287 5917.09423828125 4.197589874267578 9.0 +830.8504721776844 5910.25830078125 4.1966047286987305 9.0 +830.8709067396485 5916.02685546875 4.1970720291137695 9.0 +830.8913413017654 5919.3798828125 4.1976423263549805 9.0 +830.9117758639986 5914.20166015625 4.19736909866333 9.0 +830.9322104263701 5908.57275390625 4.196703910827637 9.0 +830.9526449888654 5915.33349609375 4.197418689727783 9.0 +830.9730795515061 5918.3251953125 4.197075366973877 9.0 +830.9935141142851 5911.9775390625 4.196689605712891 9.0 +831.0139487771885 5911.9384765625 4.1972479820251465 9.0 +831.0343832402359 5912.17138671875 4.19696569442749 9.0 +831.0548178033932 5905.9501953125 4.196442604064941 9.0 +831.0752524667041 5911.90625 4.197479248046875 9.0 +831.0956869301299 5916.7646484375 4.197938919067383 9.0 +831.1161215936954 5920.8427734375 4.197838306427002 9.0 +831.136556157413 5912.08837890625 4.196742534637451 9.0 +831.1569906212462 5910.07763671875 4.196030139923096 9.0 +831.1774252852192 5922.599609375 4.197133541107178 9.0 +831.2182943135267 5914.9326171875 4.196344375610352 9.0 +831.2387289779072 5920.41162109375 4.1973042488098145 9.0 +831.2591634423807 5912.8544921875 4.1968674659729 9.0 +831.2795980070005 5912.46826171875 4.196455001831055 9.0 +831.3000326717593 5919.85498046875 4.19773530960083 9.0 +831.3409018016682 5912.07763671875 4.1963982582092285 9.0 +831.3817709320938 5915.8310546875 4.19698429107666 9.0 +831.4022054974921 5921.630859375 4.196993827819824 9.0 +831.4226400630141 5912.4599609375 4.196199417114258 9.0 +831.4430746287107 5919.1767578125 4.196617126464844 9.0 +831.4635091944947 5912.0830078125 4.196170806884766 9.0 +831.4839437604169 5917.74072265625 4.1966352462768555 9.0 +831.5043784264926 5921.208984375 4.197078704833984 9.0 +831.5452474589838 5919.4873046875 4.197266101837158 9.0 +831.5656821254379 5911.4619140625 4.19648551940918 9.0 +831.5861166920295 5922.01806640625 4.197619438171387 9.0 +831.6269858255764 5904.47705078125 4.1955180168151855 9.0 +831.6474203925463 5914.978515625 4.196488857269287 9.0 +831.6678548596101 5910.43359375 4.196154594421387 9.0 +831.68828952685 5912.0400390625 4.196209907531738 9.0 +831.7087240941983 5905.29296875 4.195791244506836 9.0 +831.7291587617001 5911.396484375 4.195849895477295 9.0 +831.7700277970143 5906.32373046875 4.1955461502075195 9.0 +831.7904624648945 5911.70556640625 4.196536064147949 9.0 +831.8108969328896 5909.6416015625 4.196403980255127 9.0 +831.8313315010237 5912.13623046875 4.1963348388671875 9.0 +831.8517660692814 5907.41455078125 4.195923805236816 9.0 +831.8722006376556 5911.2578125 4.195843696594238 9.0 +831.8926353061688 5913.30908203125 4.195548057556152 9.0 +831.9130697748042 5917.052734375 4.1960530281066895 9.0 +831.9335043435567 5915.2509765625 4.195545673370361 9.0 +831.9539390124482 5920.95263671875 4.196497440338135 9.0 +831.974373481462 5924.3525390625 4.1966352462768555 9.0 +831.9948080506219 5917.01953125 4.195485591888428 9.0 +832.0152427198918 5909.57275390625 4.194706916809082 9.0 +832.0356772893138 5923.6123046875 4.196625232696533 9.0 +832.0765464284705 5919.35595703125 4.195895671844482 9.0 +832.0969809982416 5907.53173828125 4.1952972412109375 9.0 +832.1174155681583 5908.62158203125 4.1949567794799805 9.0 +832.1378501381841 5912.6826171875 4.1953325271606445 9.0 +832.1582847083337 5914.2275390625 4.1954240798950195 9.0 +832.1991538490329 5912.32275390625 4.195658206939697 9.0 +832.2604575610458 5918.90283203125 4.1958231925964355 9.0 +832.2808922319527 5908.90771484375 4.194988250732422 9.0 +832.3013268029972 5906.27294921875 4.194666862487793 9.0 +832.3217612741355 5914.6083984375 4.195352554321289 9.0 +832.3421959454499 5911.42529296875 4.195252418518066 9.0 +832.3626305168436 5902.3779296875 4.194215297698975 9.0 +832.3830649883894 5913.7451171875 4.195680141448975 9.0 +832.4034996600531 5907.22900390625 4.194614410400391 9.0 +832.4239342318542 5900.369140625 4.19407320022583 9.0 +832.4443687037783 5913.228515625 4.195834159851074 9.0 +832.4648033757912 5909.5048828125 4.194936275482178 9.0 +832.4852379479707 5898.0107421875 4.193845748901367 9.0 +832.505672520274 5909.1357421875 4.194984436035156 9.0 +832.5261070926645 5910.451171875 4.195005416870117 9.0 +832.5465415651997 5904.2099609375 4.194470405578613 9.0 +832.5874108106436 5907.6796875 4.194568157196045 9.0 +832.6078453835507 5901.8447265625 4.194255352020264 9.0 +832.6282799565815 5905.6728515625 4.194120407104492 9.0 +832.6487145297579 5910.654296875 4.194944858551025 9.0 +832.6691491030142 5903.28369140625 4.194493293762207 9.0 +832.6895837764241 5896.76611328125 4.19404935836792 9.0 +832.7100182499489 5908.33349609375 4.195234775543213 9.0 +832.7304529235844 5903.53564453125 4.19500207901001 9.0 +832.7508874973719 5902.56640625 4.194326400756836 9.0 +832.7713219712459 5902.5986328125 4.1944475173950195 9.0 +832.7917566452888 5909.68896484375 4.194766521453857 9.0 +832.8121912193965 5907.32958984375 4.194605350494385 9.0 +832.832625693678 5917.94677734375 4.195736408233643 9.0 +832.853060368041 5905.47412109375 4.194235801696777 9.0 +832.8734949425561 5892.4189453125 4.193009853363037 9.0 +832.8939296171884 5906.595703125 4.195024490356445 9.0 +832.9143640919283 5901.7763671875 4.194285869598389 9.0 +832.9347986668217 5910.32958984375 4.195165634155273 9.0 +832.955233341796 5902.99462890625 4.194099426269531 9.0 +832.9756678168924 5906.20703125 4.194022178649902 9.0 +832.9961023921351 5897.04296875 4.193026065826416 9.0 +833.0165370674949 5905.896484375 4.194001197814941 9.0 +833.0369715429915 5903.40625 4.193637371063232 9.0 +833.0574061185835 5899.712890625 4.1935811042785645 9.0 +833.0778407942853 5894.916015625 4.193436622619629 9.0 +833.0982752701384 5895.42431640625 4.193012237548828 9.0 +833.1187099461094 5890.80615234375 4.193027973175049 9.0 +833.1391444221954 5893.50341796875 4.193014621734619 9.0 +833.1595789983912 5900.93505859375 4.1936869621276855 9.0 +833.1800136747115 5893.56689453125 4.192543983459473 9.0 +833.2004481511467 5890.59033203125 4.1930084228515625 9.0 +833.2208827276918 5889.287109375 4.192441940307617 9.0 +833.2413174044195 5899.052734375 4.193578243255615 9.0 +833.2617519812047 5897.9873046875 4.193053722381592 9.0 +833.2821865581282 5899.62841796875 4.193495273590088 9.0 +833.3026211351753 5899.18310546875 4.193780422210693 9.0 +833.3230557123316 5888.98681640625 4.192572116851807 9.0 +833.3434902896115 5889.3388671875 4.19288444519043 9.0 +833.3639248670079 5900.3505859375 4.1937737464904785 9.0 +833.3843594445498 5894.5517578125 4.192790508270264 9.0 +833.4047941221725 5890.7236328125 4.192817687988281 9.0 +833.4252285999464 5892.921875 4.193460941314697 9.0 +833.4456631778303 5885.40576171875 4.192004203796387 9.0 +833.4660978558095 5883.9111328125 4.191778659820557 9.0 +833.4865323339327 5883.19921875 4.192071914672852 9.0 +833.5069670121666 5886.9365234375 4.192203998565674 9.0 +833.5274015905234 5884.12109375 4.191575050354004 9.0 +833.5478360689958 5892.220703125 4.192641735076904 9.0 +833.5682707475789 5885.021484375 4.191364765167236 9.0 +833.588705326285 5887.18359375 4.192010879516602 9.0 +833.6091398051067 5887.79833984375 4.192045211791992 9.0 +833.6500090631234 5890.58984375 4.1918559074401855 9.0 +833.6704436422951 5884.89697265625 4.1918110847473145 9.0 +833.690878221576 5881.208984375 4.191310882568359 9.0 +833.7113128009805 5882.2353515625 4.1917314529418945 9.0 +833.7317474805313 5882.896484375 4.191606521606445 9.0 +833.7521819601607 5882.318359375 4.19196081161499 9.0 +833.7930511198138 5882.4658203125 4.1918816566467285 9.0 +833.8339202799252 5888.7646484375 4.191477298736572 9.0 +833.8543548601447 5883.2509765625 4.190489292144775 9.0 +833.8747894405024 5887.6689453125 4.191340923309326 9.0 +833.8952241209554 5887.23486328125 4.191056251525879 9.0 +833.9156587015532 5886.861328125 4.190762519836426 9.0 +833.9360931822303 5882.74560546875 4.1906023025512695 9.0 +833.9565278630616 5882.87109375 4.190770149230957 9.0 +833.9769624439796 5888.15380859375 4.191408157348633 9.0 +833.9973969250059 5886.375 4.190867900848389 9.0 +834.0178316061865 5877.6611328125 4.189945697784424 9.0 +834.0382661874537 5876.4111328125 4.190314769744873 9.0 +834.0587006688293 5889.8779296875 4.191626071929932 9.0 +834.0791353503591 5873.5947265625 4.189455509185791 9.0 +834.0995699319756 5870.6728515625 4.1898274421691895 9.0 +834.1200046137019 5887.17919921875 4.1919331550598145 9.0 +834.1404390955504 5869.3271484375 4.18976354598999 9.0 +834.1608736775161 5878.3408203125 4.190806865692139 9.0 +834.1813083595916 5867.900390625 4.189764976501465 9.0 +834.2017428417894 5876.48046875 4.189659595489502 9.0 +834.2221774241043 5874.54248046875 4.189759254455566 9.0 +834.2426121065291 5873.11962890625 4.189611434936523 9.0 +834.2834812717047 5872.18017578125 4.189292907714844 9.0 +834.3039158544561 5868.740234375 4.189306259155273 9.0 +834.3243503373524 5861.7060546875 4.188708782196045 9.0 +834.3447850203374 5865.2314453125 4.189042568206787 9.0 +834.3652196034309 5866.18017578125 4.189303874969482 9.0 +834.3856541866771 5859.15869140625 4.188945293426514 9.0 +834.4060887699743 5858.541015625 4.188562393188477 9.0 +834.4265233534243 5850.228515625 4.1879963874816895 9.0 +834.4469578369899 5862.68408203125 4.188414573669434 9.0 +834.4673925206735 5872.13623046875 4.188808441162109 9.0 +834.4878271044363 5870.00146484375 4.188058853149414 9.0 +834.5286962723476 5869.60546875 4.188602924346924 9.0 +834.5695655407035 5861.81787109375 4.188154697418213 9.0 +834.5900000250549 5867.6064453125 4.188182353973389 9.0 +834.6104346095017 5872.29443359375 4.189545154571533 9.0 +834.6308692940875 5859.55615234375 4.188027381896973 9.0 +834.6513037787663 5857.853515625 4.18715763092041 9.0 +834.6717384635558 5864.30859375 4.18898868560791 9.0 +834.692173048461 5870.99267578125 4.18853235244751 9.0 +834.7126075334745 5865.51318359375 4.188663959503174 9.0 +834.7330422186133 5854.34619140625 4.1877312660217285 9.0 +834.7534768038531 5865.1513671875 4.188392162322998 9.0 +834.7739112892014 5854.71533203125 4.187099456787109 9.0 +834.7943459746602 5855.85009765625 4.188076972961426 9.0 +834.8147805602348 5847.8017578125 4.186681747436523 9.0 +834.8352150459177 5849.9404296875 4.187036991119385 9.0 +834.8556497317113 5855.052734375 4.1878862380981445 9.0 +834.8760843176206 5854.52978515625 4.188086032867432 9.0 +834.8965190036397 5849.5986328125 4.1869378089904785 9.0 +834.9169534897665 5865.22900390625 4.188442707061768 9.0 +834.9373880759958 5859.59033203125 4.188436508178711 9.0 +834.9578227623497 5848.80126953125 4.18669319152832 9.0 +834.9782572487966 5859.931640625 4.187604904174805 9.0 +834.9986918353752 5852.99755859375 4.187025547027588 9.0 +835.0191264220339 5859.02490234375 4.188430309295654 9.0 +835.0395611088315 5848.58984375 4.187186241149902 9.0 +835.0599955957296 5852.8037109375 4.187050819396973 9.0 +835.0804302827382 5854.69140625 4.187337875366211 9.0 +835.1212994570815 5855.6728515625 4.1871562004089355 9.0 +835.1417340444023 5852.78662109375 4.187027931213379 9.0 +835.1621685318387 5858.955078125 4.187585830688477 9.0 +835.1826032193931 5857.59423828125 4.1880784034729 9.0 +835.2030378070558 5843.8974609375 4.185595989227295 9.0 +835.2234722948124 5849.7626953125 4.1866655349731445 9.0 +835.2643415706698 5845.24365234375 4.186469078063965 9.0 +835.2847762587771 5847.46728515625 4.18637228012085 9.0 +835.3052107469703 5852.5859375 4.186990261077881 9.0 +835.3256453352878 5848.00390625 4.18574857711792 9.0 +835.3460800237008 5856.40576171875 4.1870341300964355 9.0 +835.3665145122213 5848.7880859375 4.186800003051758 9.0 +835.3869491008518 5851.5830078125 4.186762809753418 9.0 +835.4073837895994 5848.880859375 4.186203479766846 9.0 +835.4278182784474 5847.455078125 4.186346530914307 9.0 +835.4482528673907 5844.6376953125 4.185813903808594 9.0 +835.4686875564585 5844.9130859375 4.186217308044434 9.0 +835.4891220456193 5847.22119140625 4.186040878295898 9.0 +835.5095567349053 5847.9765625 4.186593532562256 9.0 +835.5299913242925 5846.6640625 4.186422824859619 9.0 +835.5504259137742 5850.2587890625 4.186649322509766 9.0 +835.5708605033797 5852.75048828125 4.187023162841797 9.0 +835.5912950930724 5850.73046875 4.186997890472412 9.0 +835.6117296828743 5848.82861328125 4.186978340148926 9.0 +835.6321642727999 5836.48193359375 4.185609340667725 9.0 +835.6525988628127 5835.25146484375 4.185487747192383 9.0 +835.6730334529493 5839.2509765625 4.185999870300293 9.0 +835.6934680431805 5837.7724609375 4.185922622680664 9.0 +835.713902633528 5843.228515625 4.186749458312988 9.0 +835.7343372239557 5842.77783203125 4.186530590057373 9.0 +835.754771814507 5826.072265625 4.184432506561279 9.0 +835.7752064051601 5834.35009765625 4.1854329109191895 9.0 +835.7956410959232 5835.79931640625 4.185357570648193 9.0 +835.8160755867939 5841.947265625 4.185795307159424 9.0 +835.8365101777526 5841.9267578125 4.1852498054504395 9.0 +835.8569448688213 5842.63623046875 4.184858798980713 9.0 +835.8773793600121 5845.5791015625 4.1861653327941895 9.0 +835.8978140513063 5843.2607421875 4.184775352478027 9.0 +835.9182486426798 5837.95361328125 4.184696197509766 9.0 +835.9386831341908 5844.017578125 4.185551643371582 9.0 +835.9591178257906 5837.7744140625 4.183867454528809 9.0 +835.9795524174842 5835.43017578125 4.183945655822754 9.0 +835.9999869092862 5834.9931640625 4.185171604156494 9.0 +836.0204216012062 5831.916015625 4.183799743652344 9.0 +836.04085619322 5839.58935546875 4.185336589813232 9.0 +836.0612908853436 5832.94287109375 4.1844305992126465 9.0 +836.0817253775531 5834.36669921875 4.184208393096924 9.0 +836.1021599698724 5829.27734375 4.183602333068848 9.0 +836.1225946623163 5835.20703125 4.18342399597168 9.0 +836.1634637474708 5839.2607421875 4.184690952301025 9.0 +836.1838984402202 5836.54541015625 4.183394432067871 9.0 +836.2043329330554 5830.6484375 4.182412624359131 9.0 +836.2247675260005 5831.142578125 4.183015823364258 9.0 +836.245202219041 5830.74560546875 4.182544708251953 9.0 +836.265636812197 5830.138671875 4.182338714599609 9.0 +836.2860714054477 5840.38427734375 4.183454990386963 9.0 +836.306505998793 5835.2822265625 4.183132648468018 9.0 +836.3269405922474 5835.81787109375 4.184589385986328 9.0 +836.347375185811 5840.2685546875 4.184351444244385 9.0 +836.3678097794618 5833.84619140625 4.184323310852051 9.0 +836.3882442732429 5828.77685546875 4.183192253112793 9.0 +836.4086789671055 5830.77783203125 4.182700157165527 9.0 +836.429113561062 5829.8935546875 4.183292865753174 9.0 +836.4495480551341 5832.92236328125 4.183574676513672 9.0 +836.4699827492877 5826.6875 4.182335376739502 9.0 +836.4904173435643 5838.5791015625 4.184084415435791 9.0 +836.5108520379363 5832.4013671875 4.1837477684021 9.0 +836.5312865324013 5830.6328125 4.183228969573975 9.0 +836.5517211269689 5830.9453125 4.183771133422852 9.0 +836.5721558216464 5826.0986328125 4.1825995445251465 9.0 +836.592590316417 5825.07666015625 4.182810306549072 9.0 +836.6130249113048 5824.2412109375 4.18239164352417 9.0 +836.6334596062734 5833.6416015625 4.18345308303833 9.0 +836.653894101335 5831.18212890625 4.183330535888672 9.0 +836.6743287965292 5838.0029296875 4.183635711669922 9.0 +836.6947633918026 5827.22265625 4.182196140289307 9.0 +836.7151978871698 5837.48046875 4.183021545410156 9.0 +836.735632582655 5827.6162109375 4.182572364807129 9.0 +836.7560671782339 5834.51611328125 4.1826324462890625 9.0 +836.7765017739075 5833.69970703125 4.183267593383789 9.0 +836.7969363696684 5829.60009765625 4.182868003845215 9.0 +836.8173709655384 5825.35107421875 4.1822404861450195 9.0 +836.8378055615176 5815.6796875 4.182004451751709 9.0 +836.8582401575841 5825.6005859375 4.182887077331543 9.0 +836.8786747537597 5821.986328125 4.182502269744873 9.0 +836.8991094500307 5829.63330078125 4.182568073272705 9.0 +836.919543946402 5827.45556640625 4.181981563568115 9.0 +836.9399785428541 5823.49072265625 4.181761264801025 9.0 +836.9604132394306 5824.33203125 4.181995868682861 9.0 +836.980847736093 5834.03076171875 4.182971954345703 9.0 +837.0012823328507 5829.2734375 4.1821160316467285 9.0 +837.0217170297183 5820.1884765625 4.1807708740234375 9.0 +837.0421515266717 5825.08984375 4.181450366973877 9.0 +837.0625862237357 5820.19140625 4.181207656860352 9.0 +837.0830208208863 5816.8798828125 4.18127965927124 9.0 +837.1034553181307 5824.357421875 4.182104587554932 9.0 +837.1238900154858 5821.42431640625 4.181850433349609 9.0 +837.1443246129347 5810.1455078125 4.1808576583862305 9.0 +837.1647591104775 5812.16357421875 4.180818557739258 9.0 +837.1851938081163 5815.5107421875 4.181629180908203 9.0 +837.22606290369 5821.072265625 4.181407928466797 9.0 +837.2464976016199 5814.31591796875 4.180747985839844 9.0 +837.2669321996509 5823.251953125 4.180809497833252 9.0 +837.2873668977772 5827.0498046875 4.181576728820801 9.0 +837.3078013959966 5826.3388671875 4.182158470153809 9.0 +837.3282359943187 5817.2392578125 4.179596424102783 9.0 +837.3486706927433 5823.7978515625 4.180721759796143 9.0 +837.3691051912392 5814.97802734375 4.180522441864014 9.0 +837.389539789845 5824.59814453125 4.181302070617676 9.0 +837.4099744885534 5824.61669921875 4.181559085845947 9.0 +837.4304090873557 5824.91455078125 4.181245803833008 9.0 +837.4508435862372 5819.05712890625 4.179899215698242 9.0 +837.5325820827711 5817.0712890625 4.1800856590271 9.0 +837.5530166821482 5822.55517578125 4.180253982543945 9.0 +837.5734512816125 5810.23583984375 4.180220127105713 9.0 +837.5938858811714 5810.7001953125 4.180416584014893 9.0 +837.6143204808322 5816.638671875 4.180552959442139 9.0 +837.6347550805804 5806.0986328125 4.179582118988037 9.0 +837.6756243803684 5808.626953125 4.1806321144104 9.0 +837.6960588803995 5802.3974609375 4.1800007820129395 9.0 +837.7164934805187 5812.85009765625 4.18095588684082 9.0 +837.7369281807478 5809.474609375 4.179564476013184 9.0 +837.7573626810627 5814.4921875 4.18093204498291 9.0 +837.7982319819712 5815.02490234375 4.180044174194336 9.0 +837.8186664825625 5810.17041015625 4.179391384124756 9.0 +837.8391010832493 5811.068359375 4.180493354797363 9.0 +837.8595357840459 5804.7255859375 4.1795501708984375 9.0 +837.8799702849137 5804.59033203125 4.179227828979492 9.0 +837.900404985885 5812.552734375 4.180074214935303 9.0 +837.92083958695 5800.09326171875 4.178696155548096 9.0 +837.9412741881097 5802.55615234375 4.1794281005859375 9.0 +837.9617087893494 5803.6640625 4.179080963134766 9.0 +838.002577992127 5806.5546875 4.178572177886963 9.0 +838.0230125936432 5801.03759765625 4.179327964782715 9.0 +838.0638818969819 5796.943359375 4.177967071533203 9.0 +838.0843163987738 5795.8955078125 4.179192066192627 9.0 +838.1047510006683 5802.33203125 4.178773403167725 9.0 +838.1251857026582 5801.89306640625 4.1792473793029785 9.0 +838.1456203047273 5797.3369140625 4.178762912750244 9.0 +838.1660548068976 5798.9091796875 4.178652763366699 9.0 +838.186489509164 5806.3681640625 4.179085731506348 9.0 +838.2069240115088 5809.41845703125 4.179508686065674 9.0 +838.227358613949 5808.2373046875 4.179614543914795 9.0 +838.2477933164846 5812.373046875 4.179201602935791 9.0 +838.268227819106 5809.61181640625 4.179019451141357 9.0 +838.2886625218307 5801.7119140625 4.178218841552734 9.0 +838.3090971246274 5814.2421875 4.179675579071045 9.0 +838.329531627518 5805.8310546875 4.17855167388916 9.0 +838.349966330512 5817.2607421875 4.179899215698242 9.0 +838.3704009335852 5807.63916015625 4.180168151855469 9.0 +838.390835436745 5809.9443359375 4.180410861968994 9.0 +838.4112701400154 5802.3701171875 4.179773807525635 9.0 +838.4317047433651 5805.2626953125 4.179331302642822 9.0 +838.4725739503192 5796.00634765625 4.178342819213867 9.0 +838.4930085539308 5798.12060546875 4.178595066070557 9.0 +838.5134432576524 5793.3623046875 4.178694248199463 9.0 +838.5338777614452 5800.0615234375 4.1790852546691895 9.0 +838.554312365326 5817.71533203125 4.181093692779541 9.0 +838.595181673365 5813.30419921875 4.180188179016113 9.0 +838.615616177507 5805.52734375 4.179162979125977 9.0 +838.6360508817525 5800.75390625 4.1786417961120605 9.0 +838.6564854860844 5807.40576171875 4.179321765899658 9.0 +838.6973546950103 5795.3544921875 4.177947998046875 9.0 +838.7382240042862 5801.80322265625 4.1793365478515625 9.0 +838.7586585090539 5799.27294921875 4.178775787353516 9.0 +838.779093113917 5801.73583984375 4.179899215698242 9.0 +838.799527818861 5794.59716796875 4.178619384765625 9.0 +838.8199623238906 5801.13134765625 4.178959846496582 9.0 +838.8403969290157 5802.982421875 4.1794514656066895 9.0 +838.8608315342208 5793.46435546875 4.178420066833496 9.0 +838.8812661395204 5800.0390625 4.1783976554870605 9.0 +838.9017008449082 5803.56005859375 4.1790313720703125 9.0 +838.9221353503744 5804.14208984375 4.179046630859375 9.0 +838.942569955936 5806.36962890625 4.179430961608887 9.0 +838.9630046615857 5797.578125 4.179012775421143 9.0 +838.9834391673066 5799.72314453125 4.178592681884766 9.0 +839.0038737731302 5797.64892578125 4.178603649139404 9.0 +839.0243084790418 5806.599609375 4.180231094360352 9.0 +839.0447429850174 5802.03466796875 4.179521083831787 9.0 +839.0651776911036 5796.8896484375 4.179228782653809 9.0 +839.0856122972764 5798.1806640625 4.178956508636475 9.0 +839.1060468035139 5795.54736328125 4.1793951988220215 9.0 +839.1264815098548 5794.84521484375 4.17937707901001 9.0 +839.146916116275 5798.03857421875 4.179140090942383 9.0 +839.1673507227824 5797.71826171875 4.178956508636475 9.0 +839.1877853293772 5809.9755859375 4.179948329925537 9.0 +839.208219936052 5804.1611328125 4.178964614868164 9.0 +839.2286545428142 5797.02001953125 4.177809238433838 9.0 +839.2490891496709 5809.25244140625 4.178773403167725 9.0 +839.2695237566077 5806.84326171875 4.178555965423584 9.0 +839.289958463618 5802.220703125 4.178102016448975 9.0 +839.3103930707293 5804.3583984375 4.178514003753662 9.0 +839.3308275779127 5799.37353515625 4.178432941436768 9.0 +839.3512622851922 5801.03466796875 4.178391456604004 9.0 +839.3716968925437 5802.30810546875 4.178819179534912 9.0 +839.392131399989 5791.32080078125 4.177820205688477 9.0 +839.4125661075159 5801.58056640625 4.178877830505371 9.0 +839.4330007151293 5805.96875 4.179643630981445 9.0 +839.4534354228163 5800.74462890625 4.178093910217285 9.0 +839.4738699305963 5798.36181640625 4.178415298461914 9.0 +839.4943045384643 5797.58544921875 4.178523063659668 9.0 +839.5147391464052 5800.46142578125 4.177748680114746 9.0 +839.5351737544333 5803.3916015625 4.178834915161133 9.0 +839.5556082625408 5805.37158203125 4.178935527801514 9.0 +839.5760429707443 5813.173828125 4.179600715637207 9.0 +839.5964775790198 5805.69287109375 4.178977966308594 9.0 +839.6169120873819 5805.9892578125 4.178576946258545 9.0 +839.6373467958329 5799.22216796875 4.178172588348389 9.0 +839.657781404363 5807.22216796875 4.178894996643066 9.0 +839.678216112974 5806.3818359375 4.178738117218018 9.0 +839.6986506216563 5804.234375 4.178429126739502 9.0 +839.7190852304411 5806.8935546875 4.178621768951416 9.0 +839.7395199393068 5807.5087890625 4.178853988647461 9.0 +839.7599544482437 5797.296875 4.177332401275635 9.0 +839.7803890572613 5795.76025390625 4.1775407791137695 9.0 +839.8008237663744 5807.7900390625 4.179476261138916 9.0 +839.8212583755521 5802.9365234375 4.178499698638916 9.0 +839.8416929848245 5813.40625 4.1791300773620605 9.0 +839.8621275941769 5810.296875 4.1789679527282715 9.0 +839.8825622036093 5821.2763671875 4.180190563201904 9.0 +839.9029968131217 5809.95654296875 4.178987979888916 9.0 +839.9234314227215 5813.1396484375 4.179093837738037 9.0 +839.943866032394 5812.87255859375 4.178786754608154 9.0 +839.9643007421546 5806.54248046875 4.178684711456299 9.0 +839.9847352519864 5808.5595703125 4.1785101890563965 9.0 +840.005169861899 5811.142578125 4.1791205406188965 9.0 +840.0256045719143 5803.08447265625 4.17832612991333 9.0 +840.0460390819935 5815.3056640625 4.179631233215332 9.0 +840.066473792147 5808.57763671875 4.178874492645264 9.0 +840.0869084023943 5802.46533203125 4.178355693817139 9.0 +840.1073429127136 5806.759765625 4.179062843322754 9.0 +840.1277776231072 5809.189453125 4.179813385009766 9.0 +840.1482121335866 5798.6943359375 4.178502559661865 9.0 +840.1890814547951 5801.02587890625 4.177515029907227 9.0 +840.2095159655073 5805.76513671875 4.178689956665039 9.0 +840.2299505763149 5809.73486328125 4.179172039031982 9.0 +840.250385287196 5815.15185546875 4.179394245147705 9.0 +840.2708197981483 5810.306640625 4.178636074066162 9.0 +840.2912545091822 5807.2861328125 4.17836332321167 9.0 +840.3116891203026 5808.9482421875 4.179398059844971 9.0 +840.3321236315023 5806.16259765625 4.178941249847412 9.0 +840.3525583427763 5810.84912109375 4.179013729095459 9.0 +840.413862177069 5811.69775390625 4.17889404296875 9.0 +840.434296788655 5814.7861328125 4.17935848236084 9.0 +840.4547315003365 5808.95703125 4.1788153648376465 9.0 +840.4956006239008 5816.73046875 4.180325031280518 9.0 +840.5160353358006 5813.3642578125 4.179980754852295 9.0 +840.5364699477796 5807.369140625 4.179571628570557 9.0 +840.5569044598305 5811.28857421875 4.179957389831543 9.0 +840.5773391719704 5813.88427734375 4.179307460784912 9.0 +840.5977737841749 5809.765625 4.179718494415283 9.0 +840.618208296466 5812.94677734375 4.179739475250244 9.0 +840.6386430088387 5812.6796875 4.179299354553223 9.0 +840.6590776212688 5819.166015625 4.180121898651123 9.0 +840.6795122337935 5809.75732421875 4.178818702697754 9.0 +840.6999468463982 5816.138671875 4.179612159729004 9.0 +840.7203814590612 5820.21435546875 4.180120468139648 9.0 +840.7408161718195 5821.24560546875 4.180132865905762 9.0 +840.7612506846417 5814.0859375 4.179623603820801 9.0 +840.7816852975448 5812.83154296875 4.179286479949951 9.0 +840.8021199105206 5828.21728515625 4.180996417999268 9.0 +840.8225545235764 5812.3720703125 4.17902946472168 9.0 +840.8429892367058 5816.0966796875 4.179689884185791 9.0 +840.8634237499064 5816.87841796875 4.180347919464111 9.0 +840.883858363195 5817.97998046875 4.180190086364746 9.0 +840.9042930765572 5811.81884765625 4.179636478424072 9.0 +840.9247275899834 5815.09814453125 4.179550647735596 9.0 +840.9655969170781 5823.40966796875 4.180580139160156 9.0 +840.9860315307378 5817.49072265625 4.180268287658691 9.0 +841.0064660444623 5819.345703125 4.180715560913086 9.0 +841.0269007582756 5813.5205078125 4.179312229156494 9.0 +841.0473353721682 5827.05322265625 4.180604457855225 9.0 +841.0677699861262 5821.822265625 4.1802978515625 9.0 +841.0882046001498 5822.6533203125 4.179944038391113 9.0 +841.1086392142606 5817.48974609375 4.179382801055908 9.0 +841.1290738284442 5826.9091796875 4.180778503417969 9.0 +841.1495084426933 5832.99658203125 4.181132793426514 9.0 +841.1699430570297 5821.0244140625 4.180001735687256 9.0 +841.1903777714397 5826.9521484375 4.180581569671631 9.0 +841.2108122859063 5818.2529296875 4.179766654968262 9.0 +841.2312470004617 5828.5283203125 4.180765151977539 9.0 +841.2516816150819 5831.85400390625 4.180356979370117 9.0 +841.2925508445551 5826.34716796875 4.180958271026611 9.0 +841.3129854594008 5830.12890625 4.180658340454102 9.0 +841.3334199743113 5825.02197265625 4.180758476257324 9.0 +841.3538546893178 5828.359375 4.180852890014648 9.0 +841.3742893043673 5827.1064453125 4.181214809417725 9.0 +841.3947238195033 5829.88330078125 4.180129051208496 9.0 +841.4151585347208 5840.96337890625 4.182210922241211 9.0 +841.4355931500031 5824.716796875 4.18057918548584 9.0 +841.4560277653509 5828.255859375 4.18057918548584 9.0 +841.4764623807787 5825.693359375 4.180516242980957 9.0 +841.4968968962785 5831.43701171875 4.181490898132324 9.0 +841.5377662274914 5827.888671875 4.1810150146484375 9.0 +841.5582008432102 5826.0048828125 4.18122673034668 9.0 +841.5786354589873 5832.74609375 4.18064022064209 9.0 +841.5990700748443 5831.17919921875 4.180762767791748 9.0 +841.6195047907822 5831.125 4.181114673614502 9.0 +841.6399393067768 5826.10546875 4.1805901527404785 9.0 +841.6603739228449 5837.423828125 4.181453704833984 9.0 +841.6808086389938 5830.13037109375 4.181142807006836 9.0 +841.7012432552074 5828.69091796875 4.180840492248535 9.0 +841.7216777714857 5837.79296875 4.181270599365234 9.0 +841.7421124878456 5839.90625 4.181176662445068 9.0 +841.7625471042702 5837.37939453125 4.181416034698486 9.0 +841.7829816207595 5836.9765625 4.181506156921387 9.0 +841.8034163373304 5840.54541015625 4.181811332702637 9.0 +841.8238509539733 5842.30078125 4.182280540466309 9.0 +841.8442856706897 5841.63037109375 4.1822638511657715 9.0 +841.8647201874483 5841.39599609375 4.182620525360107 9.0 +841.8851548043021 5839.99072265625 4.181955814361572 9.0 +841.9055895212223 5834.30078125 4.181584358215332 9.0 +841.9260240381991 5847.07763671875 4.182754993438721 9.0 +841.9464586552567 5841.20166015625 4.181498050689697 9.0 +841.9668933723951 5851.14697265625 4.182692050933838 9.0 +841.9873278895684 5844.6376953125 4.182685375213623 9.0 +842.0077626068378 5841.90576171875 4.182476043701172 9.0 +842.0281971241639 5842.607421875 4.182572841644287 9.0 +842.0486317415707 5845.71826171875 4.1823577880859375 9.0 +842.0895009765736 5852.623046875 4.183475494384766 9.0 +842.1099355941842 5859.22607421875 4.183575630187988 9.0 +842.130370311861 5863.69189453125 4.183445453643799 9.0 +842.1508048296091 5857.255859375 4.183123588562012 9.0 +842.1712394474234 5864.13525390625 4.184210300445557 9.0 +842.191674165304 5856.3857421875 4.183525085449219 9.0 +842.2121087832566 5850.1201171875 4.182642459869385 9.0 +842.2325434012746 5851.13818359375 4.183068752288818 9.0 +842.2529780193581 5861.08251953125 4.1842780113220215 9.0 +842.2734126374999 5856.84619140625 4.183192253112793 9.0 +842.2938472557216 5860.82373046875 4.183597087860107 9.0 +842.3142818740089 5854.69140625 4.183262825012207 9.0 +842.3347164923689 5862.5087890625 4.184210777282715 9.0 +842.3551512107952 5861.490234375 4.1842360496521 9.0 +842.3755857292708 5870.41552734375 4.185384273529053 9.0 +842.3960203478346 5853.50048828125 4.183193683624268 9.0 +842.41645506645 5867.72802734375 4.1845221519470215 9.0 +842.436889585144 5861.05615234375 4.1843390464782715 9.0 +842.4573243038903 5855.64453125 4.183166027069092 9.0 +842.4777589227306 5860.37109375 4.1838812828063965 9.0 +842.4981934416137 5860.53466796875 4.184204578399658 9.0 +842.5186281605856 5861.87158203125 4.184200763702393 9.0 +842.5390627795932 5872.69921875 4.18523645401001 9.0 +842.5594972986655 5867.93798828125 4.18499231338501 9.0 +842.5799320178194 5865.98095703125 4.184650421142578 9.0 +842.600366637038 5860.244140625 4.184165000915527 9.0 +842.6208013563446 5859.13232421875 4.184010028839111 9.0 +842.6412358756716 5859.1533203125 4.1842265129089355 9.0 +842.6616704950939 5864.341796875 4.184506416320801 9.0 +842.6821051145744 5872.37646484375 4.18520975112915 9.0 +842.7025397341058 5874.71435546875 4.185298442840576 9.0 +842.7229743537318 5868.3955078125 4.1845855712890625 9.0 +842.7434089734015 5870.17578125 4.1851091384887695 9.0 +842.7638435931367 5879.38525390625 4.186081886291504 9.0 +842.7842782129519 5878.39697265625 4.185927391052246 9.0 +842.8047128328108 5867.611328125 4.185050010681152 9.0 +842.8251474527497 5862.78076171875 4.184698104858398 9.0 +842.8455821727548 5866.9677734375 4.1846699714660645 9.0 +842.8660167928174 5871.3935546875 4.185605049133301 9.0 +842.8864513129301 5874.05126953125 4.1850361824035645 9.0 +842.9068860331245 5866.556640625 4.185069561004639 9.0 +842.9273206533762 5861.97802734375 4.184203624725342 9.0 +842.9477551736927 5867.0234375 4.185207366943359 9.0 +842.9681898940762 5864.78466796875 4.1847734451293945 9.0 +842.9886245145171 5865.7197265625 4.184750556945801 9.0 +843.0090592350389 5863.25537109375 4.184459209442139 9.0 +843.0294937555955 5864.25 4.184682369232178 9.0 +843.0703630969365 5868.30419921875 4.184995174407959 9.0 +843.0907976176968 5869.14794921875 4.185385704040527 9.0 +843.1316669594016 5866.23388671875 4.18505859375 9.0 +843.1521014803511 5863.55419921875 4.185273170471191 9.0 +843.1725361013596 5868.705078125 4.186497211456299 9.0 +843.1929708224197 5875.1376953125 4.185958385467529 9.0 +843.2134053435584 5873.93359375 4.185382843017578 9.0 +843.2338400647714 5871.7041015625 4.185283660888672 9.0 +843.2542746860199 5875.06494140625 4.185704708099365 9.0 +843.2747092073478 5876.82470703125 4.185746669769287 9.0 +843.2951439287135 5877.71875 4.185887813568115 9.0 +843.3155784501578 5878.591796875 4.185900688171387 9.0 +843.3360131716763 5868.671875 4.185522079467773 9.0 +843.3564477932377 5885.5673828125 4.186613082885742 9.0 +843.3768823148639 5887.02734375 4.187276363372803 9.0 +843.3973170365571 5887.3251953125 4.186804294586182 9.0 +843.4177516583004 5882.2216796875 4.1864166259765625 9.0 +843.4381862801092 5875.76025390625 4.185201644897461 9.0 +843.4994901459067 5881.17822265625 4.1852335929870605 9.0 +843.5403593900701 5876.73291015625 4.1846771240234375 9.0 +843.5607940122572 5882.0341796875 4.185840129852295 9.0 +843.5812287344888 5882.22412109375 4.185304164886475 9.0 +843.6016632567771 5880.57421875 4.185125350952148 9.0 +843.6220979791324 5888.35205078125 4.186009407043457 9.0 +843.6425326015524 5898.6796875 4.186985015869141 9.0 +843.6629671240225 5880.41357421875 4.185978889465332 9.0 +843.6834018465597 5882.876953125 4.185861110687256 9.0 +843.7038364691543 5892.20849609375 4.1870503425598145 9.0 +843.7242709917919 5876.5146484375 4.18469762802124 9.0 +843.7447057145109 5885.18505859375 4.1862874031066895 9.0 +843.7651403372802 5891.02197265625 4.187088489532471 9.0 +843.7855750601011 5883.0146484375 4.185819149017334 9.0 +843.806009582986 5887.7041015625 4.18678092956543 9.0 +843.8264442059299 5888.234375 4.186408996582031 9.0 +843.8468789289254 5889.63134765625 4.186529159545898 9.0 +843.8673134519995 5885.62353515625 4.186606407165527 9.0 +843.8877480751034 5881.59228515625 4.185791015625 9.0 +843.9081827983027 5887.16015625 4.187258243560791 9.0 +843.9286173215369 5883.70068359375 4.186019420623779 9.0 +843.94905194483 5882.255859375 4.186186790466309 9.0 +843.969486568174 5882.12060546875 4.186000823974609 9.0 +843.9899211915836 5887.05419921875 4.186420440673828 9.0 +844.0103559150521 5885.78271484375 4.18666934967041 9.0 +844.03079043857 5885.654296875 4.186277389526367 9.0 +844.0512250621541 5891.896484375 4.187403678894043 9.0 +844.0920944094905 5893.0234375 4.188174724578857 9.0 +844.1125289332485 5883.86669921875 4.186624050140381 9.0 +844.1329636570517 5890.48779296875 4.186862468719482 9.0 +844.1533982809196 5894.96923828125 4.187886714935303 9.0 +844.1738328048377 5888.93896484375 4.187004089355469 9.0 +844.1942675288301 5892.85791015625 4.187255382537842 9.0 +844.2147021528435 5893.5771484375 4.187498569488525 9.0 +844.2351368769523 5893.744140625 4.187249660491943 9.0 +844.2555714010887 5892.4580078125 4.187475204467773 9.0 +844.2760060253058 5893.50927734375 4.187195301055908 9.0 +844.2964407495601 5895.09765625 4.187529563903809 9.0 +844.3168752738711 5891.3115234375 4.186577320098877 9.0 +844.3373098982338 5895.74267578125 4.186711311340332 9.0 +844.3577446226773 5899.8271484375 4.187707424163818 9.0 +844.3781791471483 5891.0986328125 4.187138557434082 9.0 +844.3986138716864 5898.1875 4.1878461837768555 9.0 +844.4190484962892 5897.03515625 4.187187194824219 9.0 +844.4394830209203 5890.9296875 4.187510013580322 9.0 +844.459917745633 5895.51318359375 4.186842918395996 9.0 +844.4803523703813 5896.07763671875 4.18726110458374 9.0 +844.5007869952096 5892.06982421875 4.186558723449707 9.0 +844.5212216200744 5888.61962890625 4.18635368347168 9.0 +844.5416562449973 5897.48046875 4.188007831573486 9.0 +844.5620908699784 5888.96435546875 4.18705415725708 9.0 +844.5825254949814 5894.189453125 4.188067436218262 9.0 +844.6029601200789 5882.2958984375 4.186875820159912 9.0 +844.6233947452274 5893.95703125 4.187191963195801 9.0 +844.6438293704123 5899.06494140625 4.187862873077393 9.0 +844.6642639956553 5891.1962890625 4.187027931213379 9.0 +844.6846986209566 5901.74853515625 4.187805652618408 9.0 +844.7051332463088 5900.17236328125 4.187561988830566 9.0 +844.7255678717265 5901.517578125 4.188018321990967 9.0 +844.7460025971668 5904.61865234375 4.188571453094482 9.0 +844.7868718482641 5884.56494140625 4.186697483062744 9.0 +844.8073064738783 5896.76416015625 4.187800884246826 9.0 +844.827740999528 5897.95361328125 4.187714576721191 9.0 +844.8481757252666 5898.1259765625 4.187686443328857 9.0 +844.8686103510263 5895.0712890625 4.187573432922363 9.0 +844.8890448768798 5895.453125 4.187695503234863 9.0 +844.9094796027639 5898.26416015625 4.188168048858643 9.0 +845.6246917406097 5878.533203125 4.18691349029541 9.0 +845.6451263682902 5887.86669921875 4.188706398010254 9.0 +845.6655608960355 5874.4267578125 4.186115264892578 9.0 +845.6859956238113 5879.57373046875 4.186595916748047 9.0 +845.7064302516374 5886.5166015625 4.186936855316162 9.0 +845.7268648795289 5877.0205078125 4.186623573303223 9.0 +845.7472995074204 5874.93017578125 4.186117649078369 9.0 +845.767734135421 5868.29638671875 4.185177326202393 9.0 +845.7881688634297 5868.021484375 4.185649871826172 9.0 +845.8086033914951 5876.5361328125 4.186167240142822 9.0 +845.8290380196122 5869.97607421875 4.185413837432861 9.0 +845.8494727477664 5873.91015625 4.186051368713379 9.0 +845.8699072759773 5864.65625 4.184694290161133 9.0 +845.8903419042108 5867.57373046875 4.185293197631836 9.0 +845.9107766325105 5874.4541015625 4.185439586639404 9.0 +845.931211160867 5874.16650390625 4.185126304626465 9.0 +845.951645789246 5875.08837890625 4.185349464416504 9.0 +845.9720805176912 5878.0703125 4.186164855957031 9.0 +845.992515046164 5865.67578125 4.185255527496338 9.0 +846.0129497747184 5870.1318359375 4.186283588409424 9.0 +846.0333844032793 5871.0283203125 4.185570240020752 9.0 +846.0538189318977 5864.81689453125 4.184942722320557 9.0 +846.0742536605685 5862.06396484375 4.185650825500488 9.0 +846.0946882892749 5858.228515625 4.1850666999816895 9.0 +846.1151228180388 5857.1025390625 4.1849236488342285 9.0 +846.1355575468551 5861.1142578125 4.184877872467041 9.0 +846.155992175678 5862.412109375 4.1851325035095215 9.0 +846.1764269045816 5863.0908203125 4.185199737548828 9.0 +846.1968614335201 5858.66552734375 4.185049533843994 9.0 +846.2172960624885 5867.45654296875 4.185791969299316 9.0 +846.2377307915449 5865.900390625 4.185888767242432 9.0 +846.2581653205925 5861.0703125 4.18506383895874 9.0 +846.2785999497064 5855.14697265625 4.185003757476807 9.0 +846.299034678872 5863.61083984375 4.185976505279541 9.0 +846.3194692080724 5867.90234375 4.186039447784424 9.0 +846.3399038373318 5864.82763671875 4.185922145843506 9.0 +846.3603385666211 5873.82275390625 4.186532497406006 9.0 +846.3807731959605 5861.921875 4.185520648956299 9.0 +846.4012078253363 5865.33984375 4.185626029968262 9.0 +846.4216424547631 5858.30810546875 4.185177326202393 9.0 +846.4420770842262 5863.3369140625 4.185626029968262 9.0 +846.4625117137475 5860.365234375 4.184980869293213 9.0 +846.4829463432688 5879.55078125 4.186911582946777 9.0 +846.5033809728702 5865.97265625 4.185451030731201 9.0 +846.5238156025371 5864.98046875 4.184840679168701 9.0 +846.5442502321966 5873.88720703125 4.185519218444824 9.0 +846.5646848619217 5864.779296875 4.1848344802856445 9.0 +846.6055541214882 5870.61181640625 4.18503475189209 9.0 +846.6259888513523 5859.66455078125 4.1847004890441895 9.0 +846.6464233812512 5866.05908203125 4.185603618621826 9.0 +846.6668580111727 5867.9287109375 4.185728073120117 9.0 +846.6872927411605 5874.3408203125 4.186652660369873 9.0 +846.7077272711758 5868.92578125 4.1855363845825195 9.0 +846.7281619012501 5866.5703125 4.185848236083984 9.0 +846.748596631347 5862.36181640625 4.184954643249512 9.0 +846.7690311614788 5872.5146484375 4.186437606811523 9.0 +846.789465891663 5872.32666015625 4.186223030090332 9.0 +846.8099005219119 5863.63232421875 4.1851630210876465 9.0 +846.8303350521601 5870.36181640625 4.185911655426025 9.0 +846.8507697824898 5867.1435546875 4.186103343963623 9.0 +846.871204412826 5859.12890625 4.184379577636719 9.0 +846.8916390432205 5869.10498046875 4.18501091003418 9.0 +846.9120736736368 5874.48583984375 4.185150623321533 9.0 +846.9325083041185 5871.67578125 4.18529748916626 9.0 +846.9733775651912 5875.72021484375 4.185751438140869 9.0 +846.9938121957894 5862.87353515625 4.184238910675049 9.0 +847.0142469264174 5859.4755859375 4.184567928314209 9.0 +847.0346814570948 5867.541015625 4.184475421905518 9.0 +847.0551160878094 5873.28515625 4.185693740844727 9.0 +847.075550818583 5873.20703125 4.184751510620117 9.0 +847.0959854493485 5865.5419921875 4.184412956237793 9.0 +847.1164199801788 5861.45947265625 4.184116840362549 9.0 +847.1368547110687 5876.62158203125 4.185694694519043 9.0 +847.1572892419499 5864.515625 4.184493541717529 9.0 +847.1777239729272 5861.26318359375 4.184030055999756 9.0 +847.1981586039037 5852.72216796875 4.183490753173828 9.0 +847.2185931349304 5866.05810546875 4.185016632080078 9.0 +847.2390278660241 5863.59912109375 4.1850996017456055 9.0 +847.259462497117 5864.02197265625 4.185318470001221 9.0 +847.2798970282602 5860.25634765625 4.184647083282471 9.0 +847.3003317594412 5865.66455078125 4.184874534606934 9.0 +847.3207663906505 5855.63720703125 4.184057712554932 9.0 +847.3412009219101 5854.56298828125 4.183905601501465 9.0 +847.3616356532075 5864.6630859375 4.184803009033203 9.0 +847.3820702845333 5862.30712890625 4.183997631072998 9.0 +847.4025050159107 5864.1318359375 4.184175968170166 9.0 +847.422939547323 5860.30517578125 4.183432579040527 9.0 +847.4433741787943 5861.08251953125 4.18367338180542 9.0 +847.4638089102591 5865.6689453125 4.183233261108398 9.0 +847.4842434417878 5865.73486328125 4.1834397315979 9.0 +847.5251128049567 5866.27734375 4.183506965637207 9.0 +847.5455473365728 5867.39208984375 4.1838178634643555 9.0 +847.5659820682486 5861.52685546875 4.183583736419678 9.0 +847.5864166999745 5860.22998046875 4.182539939880371 9.0 +847.6272859634919 5861.38720703125 4.183005332946777 9.0 +847.6477205953124 5863.09033203125 4.1826629638671875 9.0 +847.6681552271621 5853.06396484375 4.182271480560303 9.0 +847.6885898590408 5858.53125 4.1827802658081055 9.0 +847.7090244909705 5867.1337890625 4.183261871337891 9.0 +847.7294591229656 5861.41552734375 4.1834259033203125 9.0 +847.7498938549543 5864.1240234375 4.182585716247559 9.0 +847.7703283869778 5860.28955078125 4.182049751281738 9.0 +847.790763119061 5860.353515625 4.181702136993408 9.0 +847.8111976511718 5862.93017578125 4.181778430938721 9.0 +847.8725015476666 5849.66552734375 4.180662631988525 9.0 +847.8929361799237 5850.55712890625 4.179832935333252 9.0 +847.9133709122107 5850.966796875 4.181206703186035 9.0 +847.9542400768623 5851.4990234375 4.181998252868652 9.0 +847.9746748092657 5857.4775390625 4.182651042938232 9.0 +847.9951093416894 5849.32958984375 4.1809773445129395 9.0 +848.0155440741219 5850.94140625 4.18080472946167 9.0 +848.0359787066118 5854.427734375 4.180783748626709 9.0 +848.0564132391228 5857.06640625 4.181793689727783 9.0 +848.0768479717008 5856.27392578125 4.180361747741699 9.0 +848.0972826043071 5859.80859375 4.181879997253418 9.0 +848.1177172369062 5856.1728515625 4.1816864013671875 9.0 +848.1381518695707 5856.4658203125 4.181073188781738 9.0 +848.1585865022644 5855.8427734375 4.180431842803955 9.0 +848.1790212349806 5861.763671875 4.181340217590332 9.0 +848.1994557677317 5847.46435546875 4.1796770095825195 9.0 +848.2198904005127 5852.958984375 4.1799845695495605 9.0 +848.2403251333453 5856.38427734375 4.1808037757873535 9.0 +848.2607597662136 5844.32080078125 4.179722785949707 9.0 +848.2811942990811 5853.884765625 4.181205749511719 9.0 +848.3016290320302 5848.337890625 4.180634498596191 9.0 +848.3220636649858 5847.158203125 4.17922830581665 9.0 +848.3424981979697 5843.2587890625 4.179793834686279 9.0 +848.362932930977 5846.0888671875 4.1799798011779785 9.0 +848.3833675640199 5845.4951171875 4.179810047149658 9.0 +848.403802197121 5849.12158203125 4.180520057678223 9.0 +848.4242368302148 5851.8486328125 4.180659294128418 9.0 +848.4446714633741 5848.849609375 4.180539608001709 9.0 +848.4651060965552 5847.36279296875 4.180016994476318 9.0 +848.4855407297728 5844.49169921875 4.179818630218506 9.0 +848.5059752630186 5844.056640625 4.180077075958252 9.0 +848.526409996266 5844.05517578125 4.179321765899658 9.0 +848.5468446295636 5848.98681640625 4.179462432861328 9.0 +848.6081485296745 5843.4267578125 4.17971658706665 9.0 +848.6285832631256 5842.181640625 4.179574012756348 9.0 +848.6490177965752 5841.9580078125 4.179996013641357 9.0 +848.6694524300474 5853.21533203125 4.179663181304932 9.0 +848.6898871635858 5838.2568359375 4.178569316864014 9.0 +848.7103216971154 5845.57080078125 4.178827285766602 9.0 +848.7307563306822 5845.4375 4.179375171661377 9.0 +848.751191064337 5848.38037109375 4.1795125007629395 9.0 +848.7716256979547 5844.54296875 4.179594039916992 9.0 +848.7920603316379 5840.57470703125 4.17832088470459 9.0 +848.8124949653211 5845.00537109375 4.17909049987793 9.0 +848.8329295990552 5849.44091796875 4.179544925689697 9.0 +848.8533642328257 5844.30517578125 4.17881965637207 9.0 +848.8737988665962 5846.802734375 4.179689884185791 9.0 +848.8942335004176 5840.57568359375 4.177671909332275 9.0 +848.9146682342762 5840.62255859375 4.17851448059082 9.0 +848.9351027681332 5845.0078125 4.1786041259765625 9.0 +848.9555375020427 5848.28125 4.178604602813721 9.0 +848.9759721359878 5843.3515625 4.178713798522949 9.0 +849.016841403929 5847.84912109375 4.178021430969238 9.0 +849.0577105719931 5840.2978515625 4.179048538208008 9.0 +849.0781453060772 5845.72802734375 4.179854869842529 9.0 +849.0985798401671 5835.23388671875 4.178206443786621 9.0 +849.1190144743159 5833.68408203125 4.177684307098389 9.0 +849.1394492084582 5839.68505859375 4.17816162109375 9.0 +849.1598837426354 5839.60791015625 4.178163051605225 9.0 +849.1803184768723 5847.2333984375 4.178661346435547 9.0 +849.2007531111012 5849.61376953125 4.178530216217041 9.0 +849.2211876453657 5847.650390625 4.17727518081665 9.0 +849.2416223796608 5851.24609375 4.17808723449707 9.0 +849.2620570140061 5839.71875 4.17788028717041 9.0 +849.2824915483579 5839.5673828125 4.177768230438232 9.0 +849.3029262827113 5841.38427734375 4.178569316864014 9.0 +849.3233609171148 5839.9716796875 4.178918361663818 9.0 +849.3437956515845 5846.2724609375 4.178726673126221 9.0 +849.3846648205144 5843.27099609375 4.178595542907715 9.0 +849.4050995549842 5841.89892578125 4.177210807800293 9.0 +849.4255340895688 5845.470703125 4.178424835205078 9.0 +849.4459687240887 5845.3671875 4.178046226501465 9.0 +849.4664034586749 5837.400390625 4.177021026611328 9.0 +849.4868380933185 5842.97021484375 4.177286624908447 9.0 +849.5072726279541 5839.5771484375 4.177301406860352 9.0 +849.5277073625984 5834.37841796875 4.177112579345703 9.0 +849.548141997293 5838.13623046875 4.176470756530762 9.0 +849.5685767319956 5840.33837890625 4.177790641784668 9.0 +849.5890112667548 5843.314453125 4.1774516105651855 9.0 +849.6094459015148 5843.1474609375 4.1777024269104 9.0 +849.6298806363266 5838.17724609375 4.177367687225342 9.0 +849.650315171144 5848.86669921875 4.178126811981201 9.0 +849.670749805955 5840.25927734375 4.176688194274902 9.0 +849.6911844408314 5844.85302734375 4.1778154373168945 9.0 +849.7116190757079 5838.8603515625 4.176904201507568 9.0 +849.732053810636 5829.25244140625 4.176014423370361 9.0 +849.7524883455699 5838.91015625 4.17549467086792 9.0 +849.7933577154909 5837.11376953125 4.176730632781982 9.0 +849.8137922505412 5836.08203125 4.176208019256592 9.0 +849.834226885534 5831.140625 4.175792694091797 9.0 +849.8546616206368 5843.56103515625 4.176876544952393 9.0 +849.8750961556871 5842.07861328125 4.176682949066162 9.0 +849.8955307907963 5845.5419921875 4.176687240600586 9.0 +849.9159655259573 5840.39013671875 4.175841808319092 9.0 +849.9364000610658 5833.88232421875 4.1753129959106445 9.0 +849.956834796234 5837.98876953125 4.176918029785156 9.0 +849.9772694314524 5831.10986328125 4.176235198974609 9.0 +849.9977040666781 5824.083984375 4.175205230712891 9.0 +850.0181387019038 5834.44580078125 4.1756391525268555 9.0 +850.0385733371804 5825.84716796875 4.173950672149658 9.0 +850.0590079724643 5834.60986328125 4.175822734832764 9.0 +850.0794426078064 5833.9384765625 4.176242351531982 9.0 +850.099877243083 5835.01953125 4.174853801727295 9.0 +850.1203119784841 5824.2822265625 4.1740899085998535 9.0 +850.1407466138262 5820.18798828125 4.17423677444458 9.0 +850.1611811492185 5827.5625 4.176060199737549 9.0 +850.1816158846777 5820.95849609375 4.175398826599121 9.0 +850.2020505201363 5821.77099609375 4.174530506134033 9.0 +850.2224850555867 5828.6396484375 4.175976276397705 9.0 +850.242919791046 5833.5537109375 4.175834655761719 9.0 +850.2633544265627 5822.09521484375 4.174576282501221 9.0 +850.2837889620714 5838.59423828125 4.175932884216309 9.0 +850.3042236976471 5827.5361328125 4.1739678382873535 9.0 +850.3246582332213 5834.84423828125 4.174367427825928 9.0 +850.3450929687897 5828.12939453125 4.175046920776367 9.0 +850.3859621400552 5837.32861328125 4.173829078674316 9.0 +850.4063968756818 5827.62158203125 4.174529075622559 9.0 +850.4268315113732 5832.8037109375 4.174537658691406 9.0 +850.4472660470637 5841.52880859375 4.175776481628418 9.0 +850.4677007827486 5829.552734375 4.173409938812256 9.0 +850.4881354184981 5823.6875 4.1735992431640625 9.0 +850.5085701542412 5829.1318359375 4.1750664710998535 9.0 +850.5290046900482 5829.92822265625 4.174676418304443 9.0 +850.5494393257977 5830.6484375 4.173974514007568 9.0 +850.5698740616644 5828.37451171875 4.174205780029297 9.0 +850.5903085974642 5818.23388671875 4.173631191253662 9.0 +850.6107432333301 5820.7333984375 4.173736095428467 9.0 +850.6311779691896 5820.49560546875 4.173406600952148 9.0 +850.6516126050556 5822.77197265625 4.173985004425049 9.0 +850.672047140979 5828.51416015625 4.173971176147461 9.0 +850.712916512879 5835.091796875 4.174849033355713 9.0 +850.7333511488032 5835.24560546875 4.1741228103637695 9.0 +850.7537857848365 5827.82275390625 4.173835754394531 9.0 +850.7742204208189 5823.0205078125 4.1736531257629395 9.0 +850.7946551568602 5831.8876953125 4.174229621887207 9.0 +850.8150896928346 5819.96337890625 4.173696517944336 9.0 +850.8559590649747 5828.21142578125 4.174360752105713 9.0 +850.8763936010655 5814.869140625 4.172511577606201 9.0 +850.8968283372233 5825.53564453125 4.174657344818115 9.0 +851.019436154209 5811.22265625 4.173135757446289 9.0 +851.0603053266896 5817.3359375 4.173539161682129 9.0 +851.0807400629637 5817.5302734375 4.173305988311768 9.0 +851.1216093355033 5818.87353515625 4.173364639282227 9.0 +851.1420439718349 5824.73974609375 4.173196792602539 9.0 +851.1624786081666 5817.123046875 4.172843933105469 9.0 +851.1829132444909 5821.203125 4.173202991485596 9.0 +851.2237825172706 5823.60400390625 4.173792362213135 9.0 +851.2442171536532 5813.400390625 4.172789573669434 9.0 +851.264651790043 5808.18212890625 4.1713714599609375 9.0 +851.2850865264918 5809.8134765625 4.171969890594482 9.0 +851.3055210629318 5814.603515625 4.172885894775391 9.0 +851.3259556993798 5824.12548828125 4.173355579376221 9.0 +851.3463904358214 5827.203125 4.174107551574707 9.0 +851.3668250723276 5811.94189453125 4.171867847442627 9.0 +851.3872596088331 5813.62158203125 4.171821594238281 9.0 +851.4076943453401 5816.2392578125 4.172931671142578 9.0 +851.4281289818391 5811.14501953125 4.173372745513916 9.0 +851.4485635184028 5808.37109375 4.171497821807861 9.0 +851.4689982549608 5820.27001953125 4.173006057739258 9.0 +851.4894328915252 5811.64794921875 4.172796249389648 9.0 +851.5098676281486 5812.0595703125 4.172669410705566 9.0 +851.5303021647123 5822.66259765625 4.173219203948975 9.0 +851.5507368013277 5818.67333984375 4.172543525695801 9.0 +851.5711715379512 5816.09521484375 4.17167329788208 9.0 +851.5916060745658 5824.17138671875 4.173300743103027 9.0 +851.6120407112467 5810.71630859375 4.171163558959961 9.0 +851.6324753479275 5822.30712890625 4.17302131652832 9.0 +851.6529099846084 5813.537109375 4.17275333404541 9.0 +851.6733447212828 5812.83642578125 4.171481132507324 9.0 +851.6937792580211 5823.552734375 4.172711372375488 9.0 +851.7142138946947 5811.4453125 4.171947479248047 9.0 +851.7346486314345 5818.3779296875 4.172589302062988 9.0 +851.7550831682311 5808.435546875 4.172004699707031 9.0 +851.7755178049701 5810.68603515625 4.172395706176758 9.0 +851.7959525417027 5798.2978515625 4.1716227531433105 9.0 +851.8163871785 5805.2080078125 4.171443462371826 9.0 +851.8368217152893 5804.7138671875 4.1722025871276855 9.0 +851.8776910889428 5813.59521484375 4.171175479888916 9.0 +851.898125725791 5815.10009765625 4.17213773727417 9.0 +851.938994999502 5807.6708984375 4.171176433563232 9.0 +851.959429736351 5806.1201171875 4.170673370361328 9.0 +851.9798642732057 5809.06494140625 4.170903205871582 9.0 +852.0002989101195 5810.78759765625 4.171150207519531 9.0 +852.0207336470266 5819.1533203125 4.171124458312988 9.0 +852.0411681839396 5814.15673828125 4.172125339508057 9.0 +852.061602920854 5812.88818359375 4.171833515167236 9.0 +852.0820375577605 5804.15771484375 4.170751571655273 9.0 +852.1024720947316 5812.060546875 4.171188831329346 9.0 +852.1229068317043 5807.46484375 4.171257019042969 9.0 +852.1637760056401 5812.82763671875 4.171631336212158 9.0 +852.1842107426128 5809.2607421875 4.171685218811035 9.0 +852.2046453795774 5807.64501953125 4.170302867889404 9.0 +852.2250799166068 5806.86865234375 4.1709723472595215 9.0 +852.2455146536377 5808.376953125 4.169694900512695 9.0 +852.2659491906597 5804.52880859375 4.169844627380371 9.0 +852.2863839276906 5814.666015625 4.170618534088135 9.0 +852.3068185647207 5808.11181640625 4.170546054840088 9.0 +852.327253101801 5824.86279296875 4.172562599182129 9.0 +852.3476878388319 5826.40771484375 4.171848297119141 9.0 +852.3681224759202 5820.67822265625 4.171159744262695 9.0 +852.3885571130013 5809.958984375 4.170847415924072 9.0 +852.4089917500896 5817.173828125 4.171617031097412 9.0 +852.4294263872362 5807.7333984375 4.170429229736328 9.0 +852.4498610243172 5813.60107421875 4.17026948928833 9.0 +852.4702956614055 5810.51220703125 4.171267986297607 9.0 +852.4907302985521 5808.41943359375 4.1707658767700195 9.0 +852.5111650356921 5809.69921875 4.170193672180176 9.0 +852.5315996728386 5810.94384765625 4.171017646789551 9.0 +852.5520342099844 5819.333984375 4.171084880828857 9.0 +852.5724689471244 5823.4306640625 4.171604633331299 9.0 +852.5929035843292 5822.03759765625 4.170314788818359 9.0 +852.613338121475 5818.28271484375 4.171529769897461 9.0 +852.6337728586732 5816.1630859375 4.170291423797607 9.0 +852.6542074958779 5826.767578125 4.171814441680908 9.0 +852.6950767702801 5809.97119140625 4.16974401473999 9.0 +852.7155114074849 5824.88623046875 4.170434474945068 9.0 +852.7359461446831 5811.626953125 4.170135974884033 9.0 +852.7563806819453 5814.69921875 4.170894622802734 9.0 +852.77681531915 5819.22021484375 4.171876430511475 9.0 +852.7972500564065 5813.08251953125 4.17104959487915 9.0 +852.8176845936687 5811.5498046875 4.170919895172119 9.0 +852.8381192309316 5807.28125 4.170640468597412 9.0 +852.8585539681881 5808.84521484375 4.170820236206055 9.0 +852.8789885054503 5824.17236328125 4.172229290008545 9.0 +852.899423242714 5825.30615234375 4.170967102050781 9.0 +852.9198577799689 5816.837890625 4.17034387588501 9.0 +852.94029241729 5816.2451171875 4.1705241203308105 9.0 +852.9607271545538 5815.54248046875 4.170876502990723 9.0 +852.9811616918741 5823.29638671875 4.171899318695068 9.0 +853.0220310664517 5815.9169921875 4.17092227935791 9.0 +853.0629003410868 5813.99169921875 4.170393466949463 9.0 +853.083334978408 5816.5966796875 4.170649528503418 9.0 +853.1242042531012 5814.8330078125 4.170506954193115 9.0 +853.1446388904224 5817.9501953125 4.170867919921875 9.0 +853.1650735277362 5819.3232421875 4.171430587768555 9.0 +853.1855082651164 5817.5556640625 4.1706037521362305 9.0 +853.2059428024368 5816.86376953125 4.171097755432129 9.0 +853.2263774398089 5812.72021484375 4.170439720153809 9.0 +853.246812177189 5821.2763671875 4.170759677886963 9.0 +853.2672467145676 5822.91650390625 4.171294689178467 9.0 +853.2876814519404 5820.1552734375 4.171424865722656 9.0 +853.3081160892616 5819.060546875 4.170652866363525 9.0 +853.3285506266402 5820.41552734375 4.170747756958008 9.0 +853.3489853640131 5822.76806640625 4.169524669647217 9.0 +853.3694200014506 5820.38671875 4.170058250427246 9.0 +853.3898545388292 5821.94384765625 4.170638084411621 9.0 +853.4102892762021 5812.96142578125 4.170023441314697 9.0 +853.4307239135815 5824.83837890625 4.170507907867432 9.0 +853.4715931883911 5830.017578125 4.171448707580566 9.0 +853.4920278257705 5822.21533203125 4.171016216278076 9.0 +853.5124624632008 5815.9990234375 4.169891834259033 9.0 +853.5328971005802 5823.99755859375 4.171784400939941 9.0 +853.5533317380177 5819.76904296875 4.172030448913574 9.0 +853.5737663753971 5813.3740234375 4.170332908630371 9.0 +853.5942010128274 5825.55224609375 4.171800136566162 9.0 +853.6146356502068 5823.52880859375 4.171710968017578 9.0 +853.6350702876371 5824.763671875 4.171884059906006 9.0 +853.6555049250746 5826.4150390625 4.172338962554932 9.0 +853.675939662513 5813.5673828125 4.170721054077148 9.0 +853.6963742999433 5817.21435546875 4.171006202697754 9.0 +853.7168088373219 5815.82080078125 4.17080020904541 9.0 +853.7372435747602 5811.4970703125 4.17077112197876 9.0 +853.7576782121905 5827.86279296875 4.1721086502075195 9.0 +853.7781127496273 5824.72412109375 4.172240734100342 9.0 +853.7985474870657 5826.2333984375 4.171960830688477 9.0 +853.818982124496 5821.95068359375 4.171053886413574 9.0 +853.8394168619343 5822.68896484375 4.171720504760742 9.0 +853.8598513993711 5825.615234375 4.171423435211182 9.0 +853.8802860368014 5826.31982421875 4.172171115875244 9.0 +853.9211553116766 5834.53759765625 4.172544956207275 9.0 +853.9415899491069 5826.2119140625 4.172651767730713 9.0 +853.9824592239238 5830.41357421875 4.172609329223633 9.0 +854.0028938614123 5818.2021484375 4.172149658203125 9.0 +854.0233285987924 5827.3330078125 4.173000812530518 9.0 +854.0437631362875 5824.73583984375 4.17221736907959 9.0 +854.0641978736603 5826.69970703125 4.172281265258789 9.0 +854.0846325110979 5820.92431640625 4.171339988708496 9.0 +854.1050670485347 5828.51513671875 4.172300815582275 9.0 +854.1255017859658 5831.11328125 4.173233985900879 9.0 +854.1459363234026 5830.05908203125 4.171910285949707 9.0 +854.1663710608409 5826.6279296875 4.172937393188477 9.0 +854.1868056982712 5829.51025390625 4.172842979431152 9.0 +854.2072403357088 5826.11376953125 4.172794818878174 9.0 +854.2276748730874 5827.5029296875 4.173375129699707 9.0 +854.2481096105184 5827.06396484375 4.1729736328125 9.0 +854.268544247956 5834.21533203125 4.173694133758545 9.0 +854.2889788853936 5830.560546875 4.172920227050781 9.0 +854.3094135228239 5836.87890625 4.173764228820801 9.0 +854.3298481602033 5841.49609375 4.174306869506836 9.0 +854.3502827976408 5835.8623046875 4.173841953277588 9.0 +854.3707174350129 5850.46728515625 4.174940586090088 9.0 +854.3911520724505 5839.42333984375 4.173653602600098 9.0 +854.4115868098888 5837.87841796875 4.1736674308776855 9.0 +854.4320213472602 5835.94921875 4.173461437225342 9.0 +854.4524560846403 5830.76318359375 4.172549724578857 9.0 +854.4728907220706 5826.0546875 4.172386169433594 9.0 +854.5137599968875 5830.8017578125 4.173190593719482 9.0 +854.5341946342669 5835.0869140625 4.17332124710083 9.0 +854.5546291716382 5842.70654296875 4.173844337463379 9.0 +854.5750639090184 5842.85791015625 4.173942565917969 9.0 +854.5954985463904 5839.294921875 4.1728835105896 9.0 +854.615933083769 5839.0810546875 4.173288822174072 9.0 +854.6363678211492 5839.072265625 4.173638343811035 9.0 +854.6568024585285 5838.505859375 4.173270225524902 9.0 +854.6772371959014 5848.56005859375 4.174139022827148 9.0 +854.6976717332218 5841.5810546875 4.174257755279541 9.0 +854.7181063705939 5843.7841796875 4.173428058624268 9.0 +854.738541007915 5837.2197265625 4.172973155975342 9.0 +854.7589756452944 5845.23681640625 4.173282623291016 9.0 +854.7794102826156 5843.26318359375 4.17356538772583 9.0 +854.7998449199877 5847.35791015625 4.1742377281188965 9.0 +854.8202795573088 5847.5927734375 4.172973155975342 9.0 +854.8407142946235 5836.6357421875 4.173392295837402 9.0 +854.881583469265 5846.90380859375 4.1740946769714355 9.0 +854.9224528439008 5854.357421875 4.174128532409668 9.0 +854.9428873812212 5850.34765625 4.174384593963623 9.0 +854.9633221184777 5845.4287109375 4.174349784851074 9.0 +854.9837567557988 5845.47314453125 4.17401647567749 9.0 +855.004191293061 5846.0830078125 4.174618721008301 9.0 +855.0246260303757 5852.724609375 4.174980640411377 9.0 +855.0450606676386 5852.3388671875 4.174731254577637 9.0 +855.0654954049023 5848.21826171875 4.174654960632324 9.0 +855.0859299421572 5850.18603515625 4.174591541290283 9.0 +855.1063645794202 5859.396484375 4.1756792068481445 9.0 +855.1267993166839 5855.93701171875 4.174767017364502 9.0 +855.1472338538806 5855.94677734375 4.1749043464660645 9.0 +855.1676684911436 5865.99658203125 4.175967216491699 9.0 +855.1881032283491 5858.97607421875 4.174755573272705 9.0 +855.2085377655458 5852.9921875 4.174754619598389 9.0 +855.2289725028095 5862.8427734375 4.175416469573975 9.0 +855.2494071400142 5858.93115234375 4.175461769104004 9.0 +855.2698416772109 5858.94677734375 4.175365924835205 9.0 +855.2902764144164 5855.1201171875 4.174032211303711 9.0 +855.310711051563 5861.27587890625 4.175894737243652 9.0 +855.3311455887597 5862.36328125 4.17526912689209 9.0 +855.351580325907 5861.89013671875 4.175764083862305 9.0 +855.3720149631117 5867.96728515625 4.176011562347412 9.0 +855.392449600251 5870.16650390625 4.175600051879883 9.0 +855.4128842373975 5862.91796875 4.174800872802734 9.0 +855.433318874544 5862.35400390625 4.1752471923828125 9.0 +855.4537535116251 5864.6787109375 4.174686431884766 9.0 +855.49462278586 5863.70947265625 4.174310684204102 9.0 +855.515057422941 5856.96044921875 4.174529552459717 9.0 +855.5354920600876 5861.177734375 4.1752777099609375 9.0 +855.5559266971759 5869.0048828125 4.1757121086120605 9.0 +855.5763614341995 5867.388671875 4.175388813018799 9.0 +855.5967959712871 5870.236328125 4.176090717315674 9.0 +855.6172307083762 5871.36181640625 4.1757025718688965 9.0 +855.637665345399 5868.64990234375 4.175295829772949 9.0 +855.678534619452 5869.85986328125 4.175378322601318 9.0 +855.6989692564821 5866.15673828125 4.174954891204834 9.0 +855.7194037935114 5873.37548828125 4.176112174987793 9.0 +855.7398385304841 5861.62109375 4.1751885414123535 9.0 +855.7602731674488 5876.06494140625 4.176661968231201 9.0 +855.7807077044781 5866.26318359375 4.175313949584961 9.0 +855.8011424413853 5872.822265625 4.176269054412842 9.0 +855.8215770783572 5868.3291015625 4.175767421722412 9.0 +855.8420118153299 5872.6640625 4.176210403442383 9.0 +855.8624463522356 5874.267578125 4.1759209632873535 9.0 +855.8828809891493 5873.55908203125 4.175690174102783 9.0 +855.9237502629694 5872.50390625 4.1757354736328125 9.0 +855.9441848998831 5882.8603515625 4.177340507507324 9.0 +855.9646196367976 5873.65478515625 4.1759748458862305 9.0 +855.985054173645 5866.43115234375 4.175037384033203 9.0 +856.0054888105005 5884.00390625 4.177068710327148 9.0 +856.0259235473568 5881.1220703125 4.176778316497803 9.0 +856.046358084146 5880.4501953125 4.176881313323975 9.0 +856.0667928210023 5879.865234375 4.177331924438477 9.0 +856.0872274577996 5879.96533203125 4.176860332489014 9.0 +856.1076620945896 5880.90087890625 4.1765336990356445 9.0 +856.1280967313869 5883.9375 4.177458763122559 9.0 +856.1485313681842 5873.21875 4.17706298828125 9.0 +856.1689659049152 5866.859375 4.17588996887207 9.0 +856.1894006416551 5878.41259765625 4.177085876464844 9.0 +856.2098352783942 5880.19384765625 4.177020072937012 9.0 +856.2302700151267 5877.09765625 4.1768035888671875 9.0 +856.250704551865 5891.70703125 4.178389549255371 9.0 +856.2711391885459 5871.91259765625 4.175631046295166 9.0 +856.2915739252203 5883.8798828125 4.176827907562256 9.0 +856.3120084619004 5895.26318359375 4.1778564453125 9.0 +856.3324430985813 5888.0654296875 4.176835060119629 9.0 +856.3528778351974 5882.42578125 4.176769256591797 9.0 +856.393747008442 5887.92578125 4.1772847175598145 9.0 +856.4141817450582 5889.12890625 4.177340984344482 9.0 +856.4346162816801 5885.83251953125 4.176898002624512 9.0 +856.4550510182453 5893.07666015625 4.178109169006348 9.0 +856.4754856548025 5889.90234375 4.17694091796875 9.0 +856.495920191308 5891.84912109375 4.177857398986816 9.0 +856.5163549278659 5881.24267578125 4.176549911499023 9.0 +856.5367895643722 5888.56103515625 4.176696300506592 9.0 +856.5572242008784 5905.95068359375 4.178682327270508 9.0 +856.5776588373847 5887.3828125 4.177318096160889 9.0 +856.5980934738254 5891.21826171875 4.177677154541016 9.0 +856.6185282103324 5892.39794921875 4.177579879760742 9.0 +856.6389627467724 5894.48974609375 4.177880764007568 9.0 +856.6593973831623 5895.1328125 4.17756986618042 9.0 +856.7002666560002 5900.7265625 4.178677558898926 9.0 +856.7207012923827 5902.60205078125 4.178269386291504 9.0 +856.7411359287144 5902.70703125 4.178671836853027 9.0 +856.7615705650969 5896.16064453125 4.1774749755859375 9.0 +856.7820052014285 5899.64501953125 4.1780571937561035 9.0 +856.8024399377609 5895.44091796875 4.178075790405273 9.0 +856.8228744740336 5894.61767578125 4.178014755249023 9.0 +856.8433092103587 5903.23583984375 4.179028034210205 9.0 +856.8637438465739 5900.244140625 4.178606986999512 9.0 +856.9046131191135 5903.1142578125 4.178563594818115 9.0 +856.9250477553287 5892.0546875 4.177840232849121 9.0 +856.9454822915432 5898.1435546875 4.178013324737549 9.0 +856.9659170276936 5896.365234375 4.1782917976379395 9.0 +856.9863516638507 5899.88818359375 4.1787495613098145 9.0 +857.0067864000594 5900.8974609375 4.178709506988525 9.0 +857.0272209361574 5903.794921875 4.178990840911865 9.0 +857.0476555722562 5908.24755859375 4.179466724395752 9.0 +857.0680903084067 5890.8369140625 4.177404403686523 9.0 +857.0885248444465 5897.794921875 4.17884635925293 9.0 +857.1089594805453 5906.6083984375 4.179424285888672 9.0 +857.1293942165794 5907.87841796875 4.179553508758545 9.0 +857.1498287526192 5906.40673828125 4.17919921875 9.0 +857.1702633886016 5902.001953125 4.178493499755859 9.0 +857.1906981245775 5903.3330078125 4.178859233856201 9.0 +857.2111326605591 5901.68212890625 4.178840160369873 9.0 +857.2315673965422 5903.9755859375 4.17872428894043 9.0 +857.2520020324591 5915.25341796875 4.17938232421875 9.0 +857.2724366683833 5907.19970703125 4.178345680236816 9.0 +857.2928713043075 5905.63037109375 4.17889928817749 9.0 +857.3133059401662 5908.55859375 4.180013179779053 9.0 +857.3337404760314 5904.099609375 4.1784539222717285 9.0 +857.3541752118981 5907.90576171875 4.178933143615723 9.0 +857.3746098476986 5910.36083984375 4.179557800292969 9.0 +857.3950444835064 5913.86181640625 4.179017543792725 9.0 +857.4154791193141 5913.92333984375 4.179030895233154 9.0 +857.4359137550564 5913.0556640625 4.178645133972168 9.0 +857.4563484908067 5913.0859375 4.17832612991333 9.0 +857.4767830265555 5913.81591796875 4.179429054260254 9.0 +857.4972176622396 5909.77197265625 4.178732872009277 9.0 +857.5176523979317 5919.404296875 4.179283618927002 9.0 +857.538086933564 5903.66357421875 4.178305149078369 9.0 +857.5585215692481 5906.63720703125 4.178565502166748 9.0 +857.5789563048238 5914.921875 4.179458141326904 9.0 +857.5993908404562 5910.44189453125 4.178555011749268 9.0 +857.6198255760246 5921.27099609375 4.178305149078369 9.0 +857.6402602115995 5923.4990234375 4.17915153503418 9.0 +857.6606947471155 5916.998046875 4.1780595779418945 9.0 +857.6811294826839 5918.36962890625 4.1795549392700195 9.0 +857.7015641181424 5916.0771484375 4.179147720336914 9.0 +857.7219987536519 5907.63671875 4.178455829620361 9.0 +857.7424333891104 5910.9833984375 4.177751064300537 9.0 +857.7628680245689 5909.03271484375 4.178891181945801 9.0 +857.7833027599627 5920.64990234375 4.179621696472168 9.0 +857.8037372953622 5919.40283203125 4.1794281005859375 9.0 +857.8241719307043 5916.1787109375 4.178884506225586 9.0 +857.8446066660399 5910.66357421875 4.17812967300415 9.0 +857.865041301382 5917.92333984375 4.179234504699707 9.0 +857.8854758367233 5915.185546875 4.179210186004639 9.0 +857.9059105720007 5924.78857421875 4.179984092712402 9.0 +857.9263452072264 5918.419921875 4.17957067489624 9.0 +857.9467797424513 5912.85400390625 4.1787919998168945 9.0 +857.9672144777287 5915.9755859375 4.179583549499512 9.0 +857.9876490128954 5909.20458984375 4.178802490234375 9.0 +858.0080837480637 5912.85546875 4.1792426109313965 9.0 +858.0285183832239 5907.2001953125 4.178551197052002 9.0 +858.0489529183324 5914.4873046875 4.1790971755981445 9.0 +858.0693876534424 5919.3916015625 4.179661750793457 9.0 +858.0898222884862 5912.17138671875 4.179300785064697 9.0 +858.1102568235365 5915.33203125 4.179409503936768 9.0 +858.1306915585883 5918.24462890625 4.1793646812438965 9.0 +858.1715609285675 5911.5341796875 4.1790900230407715 9.0 +858.1919954635596 5912.51318359375 4.178591728210449 9.0 +858.2328648333641 5921.34765625 4.178730010986328 9.0 +858.253299368298 5914.1748046875 4.177586078643799 9.0 +858.2941687379862 5932.06640625 4.180440902709961 9.0 +858.3146032728037 5931.10791015625 4.180868148803711 9.0 +858.3350379075564 5923.5 4.179356098175049 9.0 +858.3554726423754 5920.83056640625 4.179435729980469 9.0 +858.3759071770764 5923.69287109375 4.179263591766357 9.0 +858.3963419117717 5919.27099609375 4.179609775543213 9.0 +858.4167765464736 5925.296875 4.180281162261963 9.0 +858.4372111811754 5927.94970703125 4.1805267333984375 9.0 +858.4576458157535 5920.22314453125 4.179010391235352 9.0 +858.4780804503971 5927.38037109375 4.180308818817139 9.0 +858.4985150849825 5927.01904296875 4.179421901702881 9.0 +858.5189497195606 5922.9638671875 4.180204391479492 9.0 +858.5393843540878 5919.77001953125 4.17969274520874 9.0 +858.5598189886077 5920.6796875 4.179860591888428 9.0 +858.5802537230775 5917.1767578125 4.179361820220947 9.0 +858.6006882575457 5922.44140625 4.180062770843506 9.0 +858.62112299195 5919.64892578125 4.179304122924805 9.0 +858.64155752636 5925.560546875 4.180004596710205 9.0 +858.6824268951168 5918.7734375 4.179263114929199 9.0 +858.7028614294104 5923.1923828125 4.179773330688477 9.0 +858.7232960637048 5920.52685546875 4.178804874420166 9.0 +858.7437307979926 5918.37744140625 4.178765773773193 9.0 +858.764165332228 5916.9697265625 4.178874492645264 9.0 +858.7846000664649 5911.82958984375 4.178206443786621 9.0 +858.8459039689333 5914.322265625 4.178743362426758 9.0 +858.8663386031039 5921.54638671875 4.179026126861572 9.0 +858.907207871227 5921.20361328125 4.178802967071533 9.0 +858.927642505223 5920.7451171875 4.179619312286377 9.0 +858.9480771392264 5925.798828125 4.180108070373535 9.0 +858.9685117732297 5920.66748046875 4.179468631744385 9.0 +858.9889464071093 5912.25634765625 4.178726673126221 9.0 +859.009381140997 5914.90771484375 4.178699970245361 9.0 +859.0298156748831 5921.666015625 4.178930282592773 9.0 +859.0502503087628 5915.32275390625 4.178908824920654 9.0 +859.070685042534 5921.27197265625 4.179625988006592 9.0 +859.0911196764209 5917.685546875 4.1791887283325195 9.0 +859.1115542101834 5917.853515625 4.1782732009887695 9.0 +859.1319889438382 5910.77197265625 4.179357528686523 9.0 +859.1524235776087 5918.19482421875 4.179433345794678 9.0 +859.1728582112555 5911.3564453125 4.177899360656738 9.0 +859.1932928449096 5917.11376953125 4.1786346435546875 9.0 +859.2137274785637 5917.8916015625 4.179462432861328 9.0 +859.2341622120948 5930.72314453125 4.179749488830566 9.0 +859.2545967457481 5917.67724609375 4.179284572601318 9.0 +859.275031279285 5917.24609375 4.17849588394165 9.0 +859.3159006462374 5913.77294921875 4.177638053894043 9.0 +859.3363351796579 5920.27197265625 4.178943634033203 9.0 +859.3567699130726 5916.86572265625 4.179227352142334 9.0 +859.3772045463775 5918.10693359375 4.178138256072998 9.0 +859.4180738130963 5910.14111328125 4.1785054206848145 9.0 +859.4385084464011 5908.65576171875 4.177621841430664 9.0 +859.4589431795903 5913.34912109375 4.178654193878174 9.0 +859.4793777128871 5916.392578125 4.178038120269775 9.0 +859.4998123460755 5912.1875 4.177269458770752 9.0 +859.5202470792574 5917.58740234375 4.1783928871154785 9.0 +859.5406816123286 5908.818359375 4.177709102630615 9.0 +859.5611163454014 5912.251953125 4.178280353546143 9.0 +859.6019856115381 5908.30712890625 4.177621841430664 9.0 +859.6224202446101 5911.3212890625 4.178554534912109 9.0 +859.663289510514 5912.416015625 4.179074764251709 9.0 +859.6837241433532 5912.224609375 4.178098678588867 9.0 +859.7041587763088 5906.06884765625 4.177304267883301 9.0 +859.7245934091407 5911.51708984375 4.178318977355957 9.0 +859.7450281418642 5907.05517578125 4.178037166595459 9.0 +859.7654626746953 5912.3701171875 4.17932653427124 9.0 +859.7858974074188 5907.5361328125 4.178889751434326 9.0 +859.8063320401416 5907.6162109375 4.178569793701172 9.0 +859.8267665728636 5902.77392578125 4.178328990936279 9.0 +859.8472013054634 5906.27685546875 4.177450656890869 9.0 +859.888070470668 5909.984375 4.179067611694336 9.0 +859.9085052031587 5906.0703125 4.177366256713867 9.0 +859.9289397357643 5903.0615234375 4.178475379943848 9.0 +859.9698091006212 5904.57421875 4.178311347961426 9.0 +859.990243632994 5903.96337890625 4.177647590637207 9.0 +860.0106783654774 5898.37744140625 4.178102016448975 9.0 +860.0311129977345 5892.65380859375 4.17765998840332 9.0 +860.0515475301072 5901.88134765625 4.178028583526611 9.0 +860.0719822623578 5907.18798828125 4.178837299346924 9.0 +860.0924168946149 5908.0556640625 4.178183078765869 9.0 +860.1128515267555 5907.587890625 4.1776885986328125 9.0 +860.1332861590054 5907.31103515625 4.177933692932129 9.0 +860.153720791146 5902.76416015625 4.177692890167236 9.0 +860.1945900553037 5898.96142578125 4.177072048187256 9.0 +860.215024687328 5895.34765625 4.176205635070801 9.0 +860.235459419353 5898.357421875 4.176896095275879 9.0 +860.2558939512528 5893.33251953125 4.176115036010742 9.0 +860.2763285831606 5898.921875 4.177204608917236 9.0 +860.2967633150693 5893.99658203125 4.177656650543213 9.0 +860.3171979469698 5898.212890625 4.176642417907715 9.0 +860.3376325787613 5893.9072265625 4.175973892211914 9.0 +860.3785018422204 5889.3369140625 4.176614761352539 9.0 +860.3989364740119 5893.9013671875 4.176319122314453 9.0 +860.4398057372382 5898.80908203125 4.176501750946045 9.0 +860.4602403689132 5894.23828125 4.176543712615967 9.0 +860.4806750004718 5898.3525390625 4.176024913787842 9.0 +860.5011096320231 5894.7119140625 4.176214694976807 9.0 +860.5215442634653 5894.92529296875 4.176362991333008 9.0 +860.5419788949075 5894.712890625 4.176799774169922 9.0 +860.5624136263432 5888.0517578125 4.175807952880859 9.0 +860.5828481576682 5892.51953125 4.175921440124512 9.0 +860.603282788994 5888.22509765625 4.175079822540283 9.0 +860.6237175203132 5887.205078125 4.175563335418701 9.0 +860.6441520516382 5893.17431640625 4.1762847900390625 9.0 +860.6645866828476 5886.3427734375 4.174073219299316 9.0 +860.6850214140504 5913.306640625 4.176899433135986 9.0 +860.7054559451426 5898.666015625 4.174551486968994 9.0 +860.746325307322 5881.4130859375 4.17450475692749 9.0 +860.7667598384141 5888.9248046875 4.175013542175293 9.0 +860.7871945693914 5895.15283203125 4.1761651039123535 9.0 +860.8280638313372 5890.59326171875 4.175625324249268 9.0 +860.8689330930501 5891.43896484375 4.175720691680908 9.0 +860.8893677237938 5885.5146484375 4.174712657928467 9.0 +860.9098023545375 5872.33740234375 4.17378044128418 9.0 +860.930236985274 5892.30810546875 4.1768341064453125 9.0 +860.9506717160184 5871.66943359375 4.174126625061035 9.0 +860.9711063466384 5875.51953125 4.1745123863220215 9.0 +860.9915408772649 5885.080078125 4.174953460693359 9.0 +861.0324102383966 5886.0 4.17459774017334 9.0 +861.0528447687902 5883.4990234375 4.174716949462891 9.0 +861.0732794993019 5880.58056640625 4.173915386199951 9.0 +861.093714129689 5879.74072265625 4.174121379852295 9.0 +861.1141487600835 5883.02685546875 4.174377918243408 9.0 +861.1345833903615 5873.70947265625 4.173168182373047 9.0 +861.1754526509103 5876.845703125 4.173831939697266 9.0 +861.2163218113419 5877.33056640625 4.174294948577881 9.0 +861.2367565415043 5880.22412109375 4.1743268966674805 9.0 +861.2776257015867 5877.29541015625 4.17366886138916 9.0 +861.3184950615614 5884.87255859375 4.1741790771484375 9.0 +861.3389297914837 5878.173828125 4.173427104949951 9.0 +861.3593643212953 5879.3349609375 4.173763275146484 9.0 +861.3797989512241 5885.31884765625 4.174047946929932 9.0 +861.4002336809135 5870.869140625 4.172809600830078 9.0 +861.4411028404211 5874.41357421875 4.173373222351074 9.0 +861.4615375701105 5868.60498046875 4.1723432540893555 9.0 +861.4819721996901 5870.9287109375 4.173022270202637 9.0 +861.5024067292688 5874.05224609375 4.173393726348877 9.0 +861.5228414588419 5863.01171875 4.171947956085205 9.0 +861.543276088305 5872.5166015625 4.172883987426758 9.0 +861.5637107177608 5885.52001953125 4.174248695373535 9.0 +861.584145347224 5863.9677734375 4.171396255493164 9.0 +861.6045799765707 5869.09765625 4.171022891998291 9.0 +861.6250147059109 5867.34912109375 4.172262668609619 9.0 +861.6454492352568 5865.45849609375 4.171092510223389 9.0 +861.6863185935945 5867.20947265625 4.172091960906982 9.0 +861.706753122824 5861.9970703125 4.171784400939941 9.0 +861.7271878519387 5866.06005859375 4.171896934509277 9.0 +861.7476224809288 5866.01904296875 4.172530174255371 9.0 +861.768057010042 5859.796875 4.17167329788208 9.0 +861.8089262679132 5855.67578125 4.170230865478516 9.0 +861.8293608967942 5863.99169921875 4.171087741851807 9.0 +861.849795625676 5862.77392578125 4.170996189117432 9.0 +861.8702301544399 5868.71826171875 4.1703996658325195 9.0 +861.8906647831973 5868.01123046875 4.171259880065918 9.0 +861.9110995119627 5865.36376953125 4.169600963592529 9.0 +861.9315340406029 5864.8291015625 4.170030117034912 9.0 +861.9519687692518 5863.23681640625 4.171387672424316 9.0 +861.9724033977836 5860.783203125 4.170909881591797 9.0 +861.9928380263082 5861.02392578125 4.170589923858643 9.0 +862.01327265484 5863.2470703125 4.171126842498779 9.0 +862.0337072832554 5861.1171875 4.171431541442871 9.0 +862.0541419116635 5855.2587890625 4.170111656188965 9.0 +862.0745765400789 5859.419921875 4.170892715454102 9.0 +862.0950111683778 5860.92626953125 4.1707000732421875 9.0 +862.1154457965531 5861.181640625 4.169999122619629 9.0 +862.1563150530346 5851.82177734375 4.169135093688965 9.0 +862.1767497810943 5858.787109375 4.171347618103027 9.0 +862.1971844091604 5856.8994140625 4.170045852661133 9.0 +862.2176189372258 5858.70361328125 4.171381950378418 9.0 +862.2584882931187 5853.90625 4.1709980964660645 9.0 +862.2789228210677 5850.14501953125 4.170703411102295 9.0 +862.2993575488945 5843.28662109375 4.169164657592773 9.0 +862.3197921767278 5852.0048828125 4.170794486999512 9.0 +862.3402269044454 5858.1025390625 4.170907497406006 9.0 +862.3606614321543 5862.9248046875 4.172149658203125 9.0 +862.3810960597548 5853.76611328125 4.1706318855285645 9.0 +862.4015306873553 5848.08740234375 4.17020845413208 9.0 +862.4219653149485 5844.0458984375 4.169967174530029 9.0 +862.4423999424325 5847.33349609375 4.170304298400879 9.0 +862.4628345699166 5844.919921875 4.170014381408691 9.0 +862.4832691973934 5847.73486328125 4.169464588165283 9.0 +862.503703824761 5857.982421875 4.171169281005859 9.0 +862.5241384520123 5855.35546875 4.170475482940674 9.0 +862.5445730793726 5854.326171875 4.1702189445495605 9.0 +862.5650078065082 5854.9189453125 4.1702423095703125 9.0 +862.5854423337587 5847.05078125 4.1690521240234375 9.0 +862.6058769608862 5845.62939453125 4.170527458190918 9.0 +862.6263116879054 5848.28662109375 4.170748233795166 9.0 +862.646746214923 5850.45751953125 4.170660972595215 9.0 +862.6671808419342 5847.58642578125 4.170679569244385 9.0 +862.6876155688369 5847.630859375 4.170264720916748 9.0 +862.7080501957389 5852.12841796875 4.170024871826172 9.0 +862.7284848226336 5851.36181640625 4.169683456420898 9.0 +862.7489194494192 5844.26708984375 4.170603275299072 9.0 +862.7693540761975 5847.8916015625 4.170981407165527 9.0 +862.7897888028674 5837.91845703125 4.170302391052246 9.0 +862.8306579560885 5833.9072265625 4.170037269592285 9.0 +862.8715272090703 5828.33203125 4.169369697570801 9.0 +862.8919618354994 5837.03125 4.170825481414795 9.0 +862.9123965619365 5842.59619140625 4.169409275054932 9.0 +862.9328310882556 5840.11083984375 4.169146537780762 9.0 +862.953265814569 5838.85791015625 4.169257640838623 9.0 +862.9737004407725 5835.7470703125 4.169040203094482 9.0 +862.9941349669753 5837.81396484375 4.169663429260254 9.0 +863.0145696931722 5838.732421875 4.169412612915039 9.0 +863.0350043191429 5838.17626953125 4.1696014404296875 9.0 +863.0554388452292 5842.78955078125 4.170083999633789 9.0 +863.0758735711934 5844.8232421875 4.169567108154297 9.0 +863.0963080971633 5830.67919921875 4.16836404800415 9.0 +863.1167427230175 5827.76513671875 4.168251991271973 9.0 +863.1371774488653 5827.9296875 4.169084072113037 9.0 +863.1576119746023 5831.4833984375 4.169841289520264 9.0 +863.1780467003409 5838.82373046875 4.170809268951416 9.0 +863.1984813260715 5827.921875 4.168928146362305 9.0 +863.2393505771979 5839.80126953125 4.170022964477539 9.0 +863.259785202812 5835.23583984375 4.168698310852051 9.0 +863.2802198282006 5838.85546875 4.169532299041748 9.0 +863.3006544537056 5840.02587890625 4.169358730316162 9.0 +863.3210890789705 5835.724609375 4.168461322784424 9.0 +863.3415238043599 5832.857421875 4.168541431427002 9.0 +863.3619584296321 5831.896484375 4.168746471405029 9.0 +863.4028276799363 5831.07177734375 4.168356418609619 9.0 +863.4232623050921 5826.90869140625 4.168379306793213 9.0 +863.4436968301234 5832.306640625 4.168868541717529 9.0 +863.4641315550471 5830.31103515625 4.168440818786621 9.0 +863.4845661800864 5833.35888671875 4.168790340423584 9.0 +863.5050007048849 5828.470703125 4.169084548950195 9.0 +863.5458700544987 5839.95166015625 4.169460773468018 9.0 +863.5663047792987 5825.78076171875 4.168442249298096 9.0 +863.5867393038716 5823.419921875 4.16834020614624 9.0 +863.6071739285617 5825.19140625 4.167760372161865 9.0 +863.6276086531288 5825.78515625 4.168509006500244 9.0 +863.6480431775854 5828.662109375 4.169198513031006 9.0 +863.6684778020426 5825.22900390625 4.169492721557617 9.0 +863.6889125264934 5818.10009765625 4.168262481689453 9.0 +863.7093470508335 5819.8349609375 4.167905807495117 9.0 +863.7297816750506 5821.609375 4.1680216789245605 9.0 +863.7502162993915 5822.68798828125 4.167912483215332 9.0 +863.7706509234995 5830.71923828125 4.168975353240967 9.0 +863.791085647601 5824.9697265625 4.1684250831604 9.0 +863.8115201717083 5825.50634765625 4.168909072875977 9.0 +863.8319547956999 5825.5 4.169057369232178 9.0 +863.852389519685 5829.72802734375 4.169226169586182 9.0 +863.8728241435601 5821.3583984375 4.168059825897217 9.0 +863.9136933913032 5831.140625 4.168921947479248 9.0 +863.934128015062 5828.08544921875 4.168229103088379 9.0 +863.9545625387036 5821.35400390625 4.168307304382324 9.0 +863.9749972623395 5827.79443359375 4.168393611907959 9.0 +863.9954318858654 5817.36669921875 4.166718482971191 9.0 +864.0158666093921 5823.5029296875 4.168168067932129 9.0 +864.03630113291 5831.54248046875 4.168680667877197 9.0 +864.0567357562031 5817.01708984375 4.167704105377197 9.0 +864.0771704796134 5824.72509765625 4.167649745941162 9.0 +864.0976050028985 5819.01318359375 4.167344570159912 9.0 +864.1180396260752 5823.57275390625 4.167653560638428 9.0 +864.1384743493691 5817.6220703125 4.167403697967529 9.0 +864.1589088724213 5823.982421875 4.167029857635498 9.0 +864.1793435954824 5825.89697265625 4.168388843536377 9.0 +864.1997782185426 5819.337890625 4.166669845581055 9.0 +864.2202127414785 5818.3544921875 4.167248725891113 9.0 +864.2406474643067 5828.8203125 4.167297840118408 9.0 +864.2610820871341 5821.4609375 4.166660308837891 9.0 +864.2815166099535 5819.6953125 4.167133331298828 9.0 +864.3019513326653 5823.13134765625 4.167311191558838 9.0 +864.32238595526 5827.81103515625 4.168026924133301 9.0 +864.3428204778465 5821.130859375 4.16633939743042 9.0 +864.3836898229201 5824.59765625 4.1671295166015625 9.0 +864.4041244453911 5817.234375 4.165472030639648 9.0 +864.4245590677529 5814.52099609375 4.165813446044922 9.0 +864.4449936899982 5824.28271484375 4.166562080383301 9.0 +864.4654283122363 5825.322265625 4.166863441467285 9.0 +864.4858629344817 5822.9765625 4.167220592498779 9.0 +864.5062975566107 5825.220703125 4.166337013244629 9.0 +864.5267321787323 5815.810546875 4.165441989898682 9.0 +864.5471668007449 5820.38818359375 4.165990829467773 9.0 +864.567601422641 5817.23779296875 4.166013717651367 9.0 +864.5880361445306 5820.005859375 4.166817665100098 9.0 +864.608470666426 5812.9453125 4.166000843048096 9.0 +864.6289053882065 5812.99267578125 4.166648864746094 9.0 +864.6493400098625 5811.54931640625 4.166667461395264 9.0 +864.669774531525 5810.05712890625 4.166074752807617 9.0 +864.6902092531818 5812.89794921875 4.167120456695557 9.0 +864.7106438747287 5815.86572265625 4.165879726409912 9.0 +864.7310783961584 5819.36328125 4.166536808013916 9.0 +864.7515131175896 5815.658203125 4.166149139404297 9.0 +864.7719477388964 5823.31396484375 4.166136264801025 9.0 +864.7923822602097 5820.20654296875 4.166708469390869 9.0 +864.8128169815172 5818.5283203125 4.165921688079834 9.0 +864.8332516025985 5811.8134765625 4.165940761566162 9.0 +864.8536863237969 5813.29736328125 4.16680383682251 9.0 +864.8741208447609 5813.50634765625 4.166293144226074 9.0 +864.8945554658349 5811.06982421875 4.166112899780273 9.0 +864.9149901868004 5809.10546875 4.1656341552734375 9.0 +864.9354247076408 5806.4609375 4.164713382720947 9.0 +864.9558593283728 5797.90966796875 4.164098739624023 9.0 +864.9762940492219 5813.91259765625 4.165874004364014 9.0 +864.9967285698367 5808.77099609375 4.165935039520264 9.0 +865.017163190445 5809.0478515625 4.164992332458496 9.0 +865.0375979110613 5804.00830078125 4.164510726928711 9.0 +865.0580324315524 5811.26025390625 4.1651506423950195 9.0 +865.0784671519359 5814.35546875 4.1660966873168945 9.0 +865.0989017723186 5813.3857421875 4.165846347808838 9.0 +865.1193362927006 5810.83203125 4.1643476486206055 9.0 +865.1397710129604 5813.37548828125 4.165543079376221 9.0 +865.1602056331103 5820.2236328125 4.165853023529053 9.0 +865.1806401532522 5813.2509765625 4.164617538452148 9.0 +865.2010748732864 5815.7626953125 4.1640424728393555 9.0 +865.2215094933199 5815.8876953125 4.164875507354736 9.0 +865.2419442132305 5809.11767578125 4.164099216461182 9.0 +865.2623787331468 5810.4541015625 4.163559913635254 9.0 +865.2828133529474 5817.06640625 4.16547155380249 9.0 +865.3032480727416 5817.52197265625 4.165005683898926 9.0 +865.323682592425 5815.3896484375 4.164255142211914 9.0 +865.3441172119929 5812.46240234375 4.163450241088867 9.0 +865.3645519315542 5815.51708984375 4.163290500640869 9.0 +865.4054210704562 5817.46630859375 4.16409158706665 9.0 +865.4258557899011 5815.587890625 4.164285182952881 9.0 +865.4462903091189 5803.7763671875 4.16375732421875 9.0 +865.4667250284547 5811.33837890625 4.1641106605529785 9.0 +865.4871596475496 5812.87109375 4.164853572845459 9.0 +865.5075942666517 5811.2568359375 4.1642165184021 9.0 +865.5280288857539 5812.68310546875 4.164088726043701 9.0 +865.5484635047324 5810.20458984375 4.163819789886475 9.0 +865.5688981236017 5820.8955078125 4.165451526641846 9.0 +865.589332742471 5804.3408203125 4.1634416580200195 9.0 +865.6097673612167 5806.82958984375 4.164690017700195 9.0 +865.6302019799696 5810.43505859375 4.164812088012695 9.0 +865.6506365987225 5808.79931640625 4.1630167961120605 9.0 +865.6710712172353 5809.2314453125 4.164543628692627 9.0 +865.6915058357554 5811.505859375 4.164356231689453 9.0 +865.7119404542755 5815.806640625 4.165472507476807 9.0 +865.7732443092464 5826.3173828125 4.166114330291748 9.0 +865.7936789274099 5804.9033203125 4.165031433105469 9.0 +865.8141136455815 5812.5166015625 4.164732933044434 9.0 +865.8549827816823 5806.2001953125 4.164652347564697 9.0 +865.8754174996211 5816.15869140625 4.165508270263672 9.0 +865.8958520174419 5812.61181640625 4.165889739990234 9.0 +865.916286735257 5815.51318359375 4.166252136230469 9.0 +865.9367213529622 5811.7412109375 4.165095329284668 9.0 +865.9571558706666 5812.41259765625 4.165202617645264 9.0 +865.9980252057212 5812.94287109375 4.165492534637451 9.0 +866.0184598231863 5807.552734375 4.165065288543701 9.0 +866.0388944406586 5816.58349609375 4.165393352508545 9.0 +866.0593290580146 5809.662109375 4.16455078125 9.0 +866.0797636752541 5804.46728515625 4.163870811462402 9.0 +866.1001982924863 5817.24755859375 4.165201663970947 9.0 +866.1410676266096 5803.53173828125 4.1639084815979 9.0 +866.1615021436155 5800.42138671875 4.163727283477783 9.0 +866.1819367605058 5807.6318359375 4.164653778076172 9.0 +866.2023714773895 5813.99609375 4.165017127990723 9.0 +866.2228060941634 5815.36279296875 4.165175914764404 9.0 +866.2432406109365 5816.49267578125 4.165093898773193 9.0 +866.2841098441277 5803.88427734375 4.163700580596924 9.0 +866.3249791770868 5815.82275390625 4.164254665374756 9.0 +866.3454136935106 5801.04736328125 4.162741661071777 9.0 +866.3658484098196 5805.9814453125 4.163917064666748 9.0 +866.3862830260041 5814.14306640625 4.164956092834473 9.0 +866.4271522582712 5808.8515625 4.164666652679443 9.0 +866.4475868743393 5817.326171875 4.1643242835998535 9.0 +866.4680213902975 5803.26611328125 4.163534641265869 9.0 +866.4884561062572 5804.8916015625 4.163712024688721 9.0 +866.5088907219761 5804.8779296875 4.163496971130371 9.0 +866.5293254378194 5811.00341796875 4.163667678833008 9.0 +866.5497599534283 5803.7392578125 4.163646221160889 9.0 +866.5701945690307 5796.3759765625 4.161813735961914 9.0 +866.5906292846412 5805.4873046875 4.16353178024292 9.0 +866.6110638001337 5817.0400390625 4.165081977844238 9.0 +866.6314984155033 5820.61865234375 4.163829326629639 9.0 +866.6519331308809 5814.36572265625 4.16335391998291 9.0 +866.6928022612774 5811.95849609375 4.162822246551514 9.0 +866.7132369764222 5810.92529296875 4.16395378112793 9.0 +866.7336715914425 5814.06005859375 4.162134647369385 9.0 +866.7541062064702 5811.99951171875 4.163570404052734 9.0 +866.7745408213814 5825.4638671875 4.1662726402282715 9.0 +866.7949754361762 5813.28662109375 4.163333415985107 9.0 +866.8154100509637 5817.677734375 4.164455413818359 9.0 +866.8562792801968 5819.8466796875 4.165240287780762 9.0 +866.8971485093207 5818.3798828125 4.164799213409424 9.0 +866.9380177379717 5812.5888671875 4.163958549499512 9.0 +866.9584523523008 5816.11376953125 4.163650989532471 9.0 +866.978887066507 5821.17724609375 4.164185047149658 9.0 +866.9993215806026 5819.5224609375 4.164309024810791 9.0 +867.0197561945824 5818.171875 4.163957118988037 9.0 +867.0401909085558 5812.25927734375 4.163710117340088 9.0 +867.0606254224185 5820.95703125 4.1648712158203125 9.0 +867.081060036282 5816.216796875 4.164400577545166 9.0 +867.1014947500225 5815.00830078125 4.164437294006348 9.0 +867.1219292637688 5821.23974609375 4.165327548980713 9.0 +867.1423638772831 5819.1044921875 4.164301872253418 9.0 +867.1627985909072 5817.45166015625 4.164200782775879 9.0 +867.1832331043042 5816.85400390625 4.165224552154541 9.0 +867.2036678177028 5814.70947265625 4.164610862731934 9.0 +867.2241024309769 5813.11279296875 4.164409637451172 9.0 +867.2445370442583 5811.5927734375 4.164752960205078 9.0 +867.2649716574233 5817.30419921875 4.165769577026367 9.0 +867.285406270581 5814.73779296875 4.165242671966553 9.0 +867.3058408835132 5816.78125 4.16486930847168 9.0 +867.3262754964453 5815.2490234375 4.165175437927246 9.0 +867.3467101093702 5817.97265625 4.16563606262207 9.0 +867.3671447221859 5816.9296875 4.164913654327393 9.0 +867.387579434886 5812.02783203125 4.165290355682373 9.0 +867.4284486600445 5816.46630859375 4.164630889892578 9.0 +867.4488832726274 5821.54638671875 4.16576623916626 9.0 +867.4693177849695 5821.0556640625 4.165395259857178 9.0 +867.4897524973203 5806.68798828125 4.163937568664551 9.0 +867.5101871096704 5822.302734375 4.164528846740723 9.0 +867.5306216217796 5820.1875 4.165102958679199 9.0 +867.5510563338976 5821.041015625 4.165327072143555 9.0 +867.5714909460148 5828.68408203125 4.166110515594482 9.0 +867.5919254578912 5815.56396484375 4.16499137878418 9.0 +867.6123601697764 5820.54052734375 4.165126800537109 9.0 +867.63279468166 5826.76806640625 4.165333271026611 9.0 +867.6532293934215 5825.13525390625 4.1658220291137695 9.0 +867.6736640050731 5825.0322265625 4.165802955627441 9.0 +867.6940985166075 5821.61181640625 4.164926052093506 9.0 +867.7145332281361 5826.5986328125 4.164910316467285 9.0 +867.7349678395549 5822.4453125 4.165713310241699 9.0 +867.7554024509736 5828.19384765625 4.165738105773926 9.0 +867.7758370622687 5828.3857421875 4.165401935577393 9.0 +867.7962716734546 5829.58349609375 4.16607141494751 9.0 +867.8167062845241 5841.064453125 4.167052268981934 9.0 +867.8371408955863 5827.08837890625 4.165492534637451 9.0 +867.8575755065394 5826.63818359375 4.166014194488525 9.0 +867.8780102174933 5826.10302734375 4.1660895347595215 9.0 +867.8984448283227 5829.32470703125 4.166043281555176 9.0 +867.9188793390422 5823.1220703125 4.165707588195801 9.0 +867.9393140497559 5827.9599609375 4.166125297546387 9.0 +867.9597486603598 5828.13818359375 4.1663384437561035 9.0 +867.9801831708464 5825.43701171875 4.166065692901611 9.0 +868.0006178812182 5829.69140625 4.165658473968506 9.0 +868.0210524915819 5830.46044921875 4.166481018066406 9.0 +868.0414870018358 5825.8564453125 4.165853023529053 9.0 +868.0619217120839 5829.73486328125 4.165660858154297 9.0 +868.082356322222 5826.5419921875 4.165598392486572 9.0 +868.1027910322446 5836.205078125 4.166755676269531 9.0 +868.1232255421492 5842.3115234375 4.166931629180908 9.0 +868.1436601520472 5832.72998046875 4.166039943695068 9.0 +868.1640948619533 5838.4892578125 4.166822910308838 9.0 +868.1845293716178 5822.28076171875 4.165042400360107 9.0 +868.2049639812903 5830.0341796875 4.166162967681885 9.0 +868.2253986908472 5826.45068359375 4.166845321655273 9.0 +868.2458332002861 5834.19384765625 4.167358875274658 9.0 +868.2867024190418 5832.595703125 4.166464328765869 9.0 +868.3071370283578 5840.6328125 4.167386054992676 9.0 +868.327571737449 5835.5341796875 4.166599273681641 9.0 +868.3480062465387 5838.001953125 4.166443347930908 9.0 +868.3684408556292 5841.06689453125 4.167335510253906 9.0 +868.3888755644803 5836.513671875 4.166831970214844 9.0 +868.4093100733371 5844.86669921875 4.167841911315918 9.0 +868.4297446821874 5839.02880859375 4.1669230461120605 9.0 +868.450179390813 5841.92724609375 4.167471885681152 9.0 +868.4706139994378 5835.81494140625 4.167232513427734 9.0 +868.4910486080553 5844.25927734375 4.168389797210693 9.0 +868.5114832164472 5838.36767578125 4.1675214767456055 9.0 +868.5319178248392 5837.81640625 4.16752815246582 9.0 +868.5523524331074 5832.0126953125 4.167055606842041 9.0 +868.572787041383 5834.3193359375 4.167561054229736 9.0 +868.5932216494257 5830.6953125 4.1671929359436035 9.0 +868.6136563574619 5835.44775390625 4.167426109313965 9.0 +868.6340908655038 5825.44189453125 4.166539192199707 9.0 +868.6545254733137 5845.9111328125 4.167938232421875 9.0 +868.6749601811171 5838.57568359375 4.16750955581665 9.0 +868.6953946889262 5839.8271484375 4.167572021484375 9.0 +868.715829396504 5837.81005859375 4.167353630065918 9.0 +868.7566985115336 5841.19921875 4.168435096740723 9.0 +868.777133218995 5829.55029296875 4.166814804077148 9.0 +868.7975678262155 5838.4501953125 4.167965412139893 9.0 +868.8384370406711 5841.2138671875 4.168485641479492 9.0 +868.879306154653 5844.0302734375 4.168288230895996 9.0 +868.8997408616415 5851.99853515625 4.16908073425293 9.0 +868.9406100751658 5864.0419921875 4.170682430267334 9.0 +868.9610446818115 5856.65283203125 4.170116424560547 9.0 +868.9814792884499 5849.462890625 4.168825149536133 9.0 +869.0019138948628 5844.59912109375 4.1685895919799805 9.0 +869.0223485012684 5847.7607421875 4.168379783630371 9.0 +869.0427831075649 5843.1904296875 4.168424606323242 9.0 +869.0632177138614 5842.96484375 4.168365478515625 9.0 +869.0836523200414 5844.74853515625 4.1682963371276855 9.0 +869.1040869260978 5837.30126953125 4.167922496795654 9.0 +869.1245216320458 5843.53369140625 4.168572902679443 9.0 +869.144956137985 5843.9111328125 4.168347358703613 9.0 +869.1653908438166 5846.76953125 4.168845176696777 9.0 +869.185825449531 5845.32861328125 4.1678690910339355 9.0 +869.2062599551282 5849.97607421875 4.167972087860107 9.0 +869.2266946607197 5850.53662109375 4.16841459274292 9.0 +869.2471292662012 5848.99755859375 4.168060779571533 9.0 +869.2675637715583 5860.99169921875 4.169610500335693 9.0 +869.2879984769243 5848.01220703125 4.167999267578125 9.0 +869.308433082173 5843.501953125 4.168374061584473 9.0 +869.3288675873046 5843.48291015625 4.168553829193115 9.0 +869.349302292314 5842.7197265625 4.167968273162842 9.0 +869.3697368973299 5842.91552734375 4.168464660644531 9.0 +869.3901716022228 5841.79443359375 4.168148517608643 9.0 +869.4106061070052 5844.14794921875 4.167909145355225 9.0 +869.4310407116718 5848.76171875 4.168747901916504 9.0 +869.451475416332 5848.83447265625 4.168335437774658 9.0 +869.4719099208814 5842.55810546875 4.16768217086792 9.0 +869.4923445253153 5858.35888671875 4.169453144073486 9.0 +869.5127792297426 5859.8896484375 4.169007778167725 9.0 +869.5332137340592 5858.2490234375 4.169035911560059 9.0 +869.5536483382602 5854.091796875 4.168764114379883 9.0 +869.5740829423376 5859.80615234375 4.168630599975586 9.0 +869.5945175463057 5859.10107421875 4.16923713684082 9.0 +869.6149522502747 5867.013671875 4.170156002044678 9.0 +869.6558213579701 5859.70263671875 4.1690850257873535 9.0 +869.6762560615898 5855.5703125 4.168453693389893 9.0 +869.6966906652015 5860.66064453125 4.168771743774414 9.0 +869.7171251687032 5853.8955078125 4.168674945831299 9.0 +869.7375598720901 5859.48974609375 4.169511795043945 9.0 +869.7579944754689 5861.19482421875 4.169538497924805 9.0 +869.7784289787378 5864.130859375 4.169977188110352 9.0 +869.7988636818918 5857.41015625 4.169071197509766 9.0 +869.8192982849214 5864.17333984375 4.169431686401367 9.0 +869.839732987959 5851.99365234375 4.168091297149658 9.0 +869.8601674908787 5854.8125 4.168918132781982 9.0 +869.8806020936754 5858.38671875 4.169332504272461 9.0 +869.9010367963638 5860.3603515625 4.1695356369018555 9.0 +869.9214712990506 5856.673828125 4.169795989990234 9.0 +869.9419059014981 5859.078125 4.169125556945801 9.0 +869.9623406039536 5853.87744140625 4.168881893157959 9.0 +869.9827751064076 5864.20166015625 4.1700825691223145 9.0 +870.0032097086223 5863.65576171875 4.169678211212158 9.0 +870.023644410845 5866.76416015625 4.169571876525879 9.0 +870.0440789129498 5864.98974609375 4.169631004333496 9.0 +870.0645136149324 5858.09375 4.168633937835693 9.0 +870.0849482169215 5873.77294921875 4.170508861541748 9.0 +870.1053828186705 5873.6611328125 4.170228481292725 9.0 +870.1258174204268 5866.98486328125 4.169398307800293 9.0 +870.146252022183 5869.84521484375 4.169755458831787 9.0 +870.1666866237065 5873.458984375 4.169711589813232 9.0 +870.1871212252227 5877.3330078125 4.170371055603027 9.0 +870.2075558265133 5878.49755859375 4.170663833618164 9.0 +870.2279903278031 5869.93505859375 4.169744968414307 9.0 +870.2484250290872 5875.61669921875 4.169630527496338 9.0 +870.268859630145 5862.61767578125 4.1687331199646 9.0 +870.2892943311963 5870.5205078125 4.1700053215026855 9.0 +870.3097288321369 5865.40185546875 4.169378757476807 9.0 +870.3301634329619 5879.06591796875 4.169830322265625 9.0 +870.3505981337803 5876.2470703125 4.1697869300842285 9.0 +870.3710326344881 5875.70263671875 4.170016288757324 9.0 +870.3914672350802 5878.00341796875 4.1701459884643555 9.0 +870.4119019355494 5876.716796875 4.170329570770264 9.0 +870.4323364359079 5869.8359375 4.170005798339844 9.0 +870.4527710362672 5870.70166015625 4.1705641746521 9.0 +870.4732057363872 5873.02587890625 4.17051362991333 9.0 +870.4936402365129 5864.275390625 4.169480323791504 9.0 +870.5140749366401 5871.40771484375 4.170172691345215 9.0 +870.5345095365265 5867.001953125 4.169990539550781 9.0 +870.5549440364193 5871.62158203125 4.170023441314697 9.0 +870.5753787361973 5873.24755859375 4.169822692871094 9.0 +870.5958133358508 5884.751953125 4.17109489440918 9.0 +870.6162479353952 5869.939453125 4.169407844543457 9.0 +870.6366825348232 5869.3291015625 4.169522762298584 9.0 +870.6775517335554 5879.140625 4.170539855957031 9.0 +870.6979863327506 5872.33251953125 4.17042350769043 9.0 +870.7388556309015 5887.70654296875 4.171106338500977 9.0 +870.7592902298638 5882.103515625 4.170410633087158 9.0 +870.7797247287017 5885.05712890625 4.1704277992248535 9.0 +870.8001594274319 5889.1083984375 4.170997142791748 9.0 +870.8205939260442 5884.33203125 4.169869422912598 9.0 +870.84102852465 5880.8046875 4.169203281402588 9.0 +870.8614632231474 5885.796875 4.171012878417969 9.0 +870.8818977215269 5883.82421875 4.170650959014893 9.0 +870.9023323197835 5883.45458984375 4.170746326446533 9.0 +870.9432015160783 5882.49462890625 4.171136379241943 9.0 +870.9636362141027 5877.7421875 4.169992923736572 9.0 +870.9840708120173 5874.6142578125 4.169816493988037 9.0 +871.0045053098147 5881.576171875 4.170221328735352 9.0 +871.0249400074899 5883.99560546875 4.170496463775635 9.0 +871.0453746051717 5894.0380859375 4.171342849731445 9.0 +871.0658091026198 5879.67919921875 4.169955730438232 9.0 +871.0862438000622 5876.8623046875 4.170014381408691 9.0 +871.1066783973947 5896.26904296875 4.172004699707031 9.0 +871.1271129947272 5888.69775390625 4.170989990234375 9.0 +871.1475475918196 5884.72900390625 4.170879364013672 9.0 +871.1679821889193 5881.353515625 4.169280529022217 9.0 +871.1884167859025 5885.05908203125 4.170102119445801 9.0 +871.2088513827621 5894.46142578125 4.171064376831055 9.0 +871.2292859795125 5897.4873046875 4.170693397521973 9.0 +871.2497206761473 5891.24267578125 4.170534610748291 9.0 +871.2701551727732 5899.18701171875 4.171051502227783 9.0 +871.2905897692908 5891.0654296875 4.170537948608398 9.0 +871.3110244656855 5893.82861328125 4.170975685119629 9.0 +871.3314590619702 5897.18994140625 4.171414852142334 9.0 +871.3518935581378 5880.91796875 4.170097827911377 9.0 +871.3723282542996 5889.70947265625 4.170731067657471 9.0 +871.3927628502352 5896.42041015625 4.170389652252197 9.0 +871.4131973461699 5885.18896484375 4.169907093048096 9.0 +871.4336320419825 5890.93115234375 4.170915603637695 9.0 +871.4540666376852 5893.97900390625 4.170904159545898 9.0 +871.4745012333879 5903.591796875 4.171633243560791 9.0 +871.4949358288504 5893.25439453125 4.170609951019287 9.0 +871.5153703243195 5891.34375 4.170388698577881 9.0 +871.5358050196737 5885.78564453125 4.170061111450195 9.0 +871.5562396149035 5899.9521484375 4.170557975769043 9.0 +871.5971088051447 5889.04931640625 4.169867515563965 9.0 +871.6175434000252 5904.59814453125 4.171225547790527 9.0 +871.6379778949122 5894.84033203125 4.170384883880615 9.0 +871.6584125896843 5905.8388671875 4.172441005706787 9.0 +871.678847184332 5903.96337890625 4.172001361846924 9.0 +871.6992818788713 5895.85400390625 4.170312404632568 9.0 +871.719716373409 5902.37353515625 4.171480178833008 9.0 +871.7401509677075 5898.087890625 4.1700825691223145 9.0 +871.7605856620139 5895.970703125 4.170999526977539 9.0 +871.7810202562032 5897.8662109375 4.171718120574951 9.0 +871.8218894442252 5896.2626953125 4.17066764831543 9.0 +871.8423240380653 5891.14892578125 4.169136047363281 9.0 +871.8627585318973 5894.7734375 4.1700825691223145 9.0 +871.8831932256217 5894.697265625 4.169713497161865 9.0 +871.9036278191124 5898.4482421875 4.170064449310303 9.0 +871.9240625125967 5893.125 4.16888952255249 9.0 +871.9444970060867 5893.05029296875 4.169867515563965 9.0 +871.9649315993447 5902.146484375 4.171493053436279 9.0 +871.9853662924797 5894.0615234375 4.169576168060303 9.0 +872.0058007856205 5891.01220703125 4.170401096343994 9.0 +872.0262353785292 5897.52783203125 4.170281887054443 9.0 +872.0466700714314 5885.53466796875 4.169395446777344 9.0 +872.067104564223 5897.71923828125 4.169137954711914 9.0 +872.0875391570153 5900.71240234375 4.170316696166992 9.0 +872.1079738495682 5899.2197265625 4.169078350067139 9.0 +872.1284083420105 5895.63427734375 4.169271469116211 9.0 +872.148843034447 5889.58642578125 4.168942451477051 9.0 +872.1692775267729 5889.09716796875 4.168262004852295 9.0 +872.1897121188667 5895.15478515625 4.1698689460754395 9.0 +872.2101468110777 5889.46337890625 4.168101787567139 9.0 +872.2305813030471 5894.8447265625 4.170068740844727 9.0 +872.2714505866461 5893.5947265625 4.16908073425293 9.0 +872.2918850783899 5897.00146484375 4.169339656829834 9.0 +872.3327543615305 5888.90771484375 4.168605804443359 9.0 +872.3531889528022 5890.037109375 4.168930530548096 9.0 +872.3940581353527 5900.220703125 4.170028209686279 9.0 +872.4349273174448 5888.06298828125 4.169540882110596 9.0 +872.455361908258 5895.31787109375 4.1700239181518555 9.0 +872.475796499064 5888.80712890625 4.16905403137207 9.0 +872.4962311897616 5895.02880859375 4.169968605041504 9.0 +872.516665680334 5897.33447265625 4.170281410217285 9.0 +872.537100270798 5896.60888671875 4.170965194702148 9.0 +872.5575349611463 5895.4345703125 4.169688701629639 9.0 +872.5779694514931 5901.787109375 4.170866012573242 9.0 +872.5984041416013 5900.626953125 4.169407844543457 9.0 +872.6188387317161 5896.89892578125 4.169015407562256 9.0 +872.6392732217064 5891.62451171875 4.168848991394043 9.0 +872.6597079115891 5896.3349609375 4.1691083908081055 9.0 +872.6801425013546 5896.02099609375 4.17000150680542 9.0 +872.7005769910029 5891.966796875 4.1698455810546875 9.0 +872.721011680529 5894.89208984375 4.170357704162598 9.0 +872.7414462699453 5889.10693359375 4.169193267822266 9.0 +872.7618807593535 5896.4716796875 4.170391082763672 9.0 +872.7823154485377 5890.06103515625 4.169325828552246 9.0 +872.8027499377204 5891.11181640625 4.16842794418335 9.0 +872.8231846267809 5898.845703125 4.169668674468994 9.0 +872.8436192157315 5897.28125 4.169714450836182 9.0 +872.8640538045656 5896.14111328125 4.170175552368164 9.0 +872.8844883932761 5891.28564453125 4.1696929931640625 9.0 +872.9049229818775 5891.85302734375 4.169260025024414 9.0 +872.9253575704788 5890.1220703125 4.168636322021484 9.0 +872.94579215884 5894.18115234375 4.169594764709473 9.0 +872.9662267472086 5890.02783203125 4.169390678405762 9.0 +872.9866613353443 5890.07080078125 4.169623374938965 9.0 +873.0070960234734 5888.34423828125 4.168924331665039 9.0 +873.0275305114919 5896.55517578125 4.169262409210205 9.0 +873.0479651993955 5888.98876953125 4.168364524841309 9.0 +873.0683997871747 5885.67138671875 4.1688127517700195 9.0 +873.088834274844 5886.5771484375 4.169046401977539 9.0 +873.1092689625148 5897.92041015625 4.169797420501709 9.0 +873.1297035499447 5892.53857421875 4.169048309326172 9.0 +873.1501380373811 5886.5068359375 4.168275356292725 9.0 +873.1705727245862 5893.47216796875 4.168978214263916 9.0 +873.1910073117833 5895.90673828125 4.168757438659668 9.0 +873.2114417988705 5891.8271484375 4.168694019317627 9.0 +873.2318764858428 5894.31689453125 4.169517517089844 9.0 +873.2523110726906 5896.27880859375 4.1691575050354 9.0 +873.2727457594301 5891.66455078125 4.169247150421143 9.0 +873.2931802460516 5895.4755859375 4.168581485748291 9.0 +873.3136148325502 5888.1220703125 4.168451309204102 9.0 +873.3340495189404 5887.90234375 4.167721271514893 9.0 +873.3544840053291 5893.5458984375 4.168846130371094 9.0 +873.3749185914785 5898.33203125 4.167436599731445 9.0 +873.3953532776359 5900.71630859375 4.167316913604736 9.0 +873.4157877636753 5894.0068359375 4.167359828948975 9.0 +873.4770915209738 5889.22509765625 4.167105674743652 9.0 +873.4975262065418 5890.6259765625 4.167497634887695 9.0 +873.5383952774573 5889.47314453125 4.167144298553467 9.0 +873.5588299626761 5897.2509765625 4.167341709136963 9.0 +873.579264547785 5893.10546875 4.167346000671387 9.0 +873.6201337177627 5892.39111328125 4.16798210144043 9.0 +873.6405683026387 5892.04345703125 4.166890621185303 9.0 +873.6610027872812 5890.2431640625 4.167956829071045 9.0 +873.6814374719179 5887.9326171875 4.167155742645264 9.0 +873.7018720564447 5883.78271484375 4.168091773986816 9.0 +873.7223065408471 5893.09521484375 4.167934417724609 9.0 +873.7427412251418 5891.27392578125 4.166388034820557 9.0 +873.7631758093194 5892.1826171875 4.166009902954102 9.0 +873.783610493374 5887.9609375 4.167280197143555 9.0 +873.804044977318 5885.31494140625 4.165209770202637 9.0 +873.8244795611463 5886.71435546875 4.16674280166626 9.0 +873.8449142449681 5879.857421875 4.166544437408447 9.0 +873.8653487285628 5888.41650390625 4.166467189788818 9.0 +873.8857833121583 5884.6943359375 4.167642593383789 9.0 +873.9062179955145 5890.3330078125 4.167010307312012 9.0 +873.9266524788763 5883.90625 4.165818214416504 9.0 +873.9470870620062 5885.71435546875 4.167291641235352 9.0 +873.9675217451295 5887.16748046875 4.165999889373779 9.0 +873.9879563281429 5884.3623046875 4.1667680740356445 9.0 +874.0083909110399 5880.22509765625 4.166232109069824 9.0 +874.0288254938132 5873.9365234375 4.16536283493042 9.0 +874.0492600764774 5871.4296875 4.1665940284729 9.0 +874.0696946589087 5878.18505859375 4.166294574737549 9.0 +874.0901292414492 5874.7900390625 4.165213584899902 9.0 +874.1105637237633 5907.0751953125 4.168280601501465 9.0 +874.7849050781442 5870.14111328125 4.1612067222595215 9.0 +874.8053397566109 5868.06689453125 4.16334342956543 9.0 +874.8257742350834 5867.1337890625 4.1621551513671875 9.0 +874.8462088133238 5867.20263671875 4.162241458892822 9.0 +874.8666434915576 5864.50439453125 4.162776947021484 9.0 +874.8870779696808 5868.95849609375 4.164548397064209 9.0 +874.9075126475727 5868.19189453125 4.163074493408203 9.0 +874.9279472254566 5869.46923828125 4.164053440093994 9.0 +874.9688163807732 5868.916015625 4.161727428436279 9.0 +874.9892509583078 5888.47705078125 4.164167404174805 9.0 +875.0096855356169 5864.1171875 4.161930561065674 9.0 +875.0301201129259 5869.96826171875 4.163186073303223 9.0 +875.0505546901113 5869.33203125 4.1639204025268555 9.0 +875.0709892671875 5865.49267578125 4.162303924560547 9.0 +875.0914238440309 5858.9736328125 4.162397384643555 9.0 +875.1118584208671 5862.84716796875 4.162716388702393 9.0 +875.1527275742046 5853.99609375 4.160208225250244 9.0 +875.1731621505751 5850.66015625 4.161142349243164 9.0 +875.1935968269536 5860.486328125 4.16266393661499 9.0 +875.2140314032149 5849.716796875 4.161205291748047 9.0 +875.2344658793518 5856.92724609375 4.161177635192871 9.0 +875.254900555381 5852.3984375 4.160229682922363 9.0 +875.2753351311767 5855.1435546875 4.16102409362793 9.0 +875.2957696069643 5862.11279296875 4.162391662597656 9.0 +875.3366388582072 5857.90478515625 4.158553600311279 9.0 +875.3570734336463 5855.92578125 4.158874034881592 9.0 +875.3775080089763 5852.12158203125 4.1596479415893555 9.0 +875.4183771591634 5853.408203125 4.15775203704834 9.0 +875.5001154582642 5850.46728515625 4.158763408660889 9.0 +875.5205499327785 5851.30126953125 4.15872049331665 9.0 +875.5409846071707 5846.9921875 4.157908916473389 9.0 +875.561419181453 5855.50439453125 4.160825252532959 9.0 +875.5818538556196 5848.34228515625 4.158991813659668 9.0 +875.6022883295445 5847.91064453125 4.158447265625 9.0 +875.6227229034776 5842.6484375 4.157567977905273 9.0 +875.6840266244544 5844.33203125 4.159471035003662 9.0 +875.7044612979225 5836.40869140625 4.158278942108154 9.0 +875.7453303443835 5844.31103515625 4.158748149871826 9.0 +875.7861995904968 5843.564453125 4.158026695251465 9.0 +875.8066341632657 5843.8955078125 4.158181667327881 9.0 +875.8270687360346 5834.80224609375 4.157368183135986 9.0 +875.8475033086797 5833.1552734375 4.157214164733887 9.0 +875.8679379811001 5838.7861328125 4.1583991050720215 9.0 +875.8883724535117 5834.58984375 4.157037258148193 9.0 +875.9088070256985 5838.232421875 4.156881332397461 9.0 +875.929241697886 5843.82080078125 4.15753173828125 9.0 +875.9496761698392 5847.99853515625 4.158195972442627 9.0 +875.9905454135078 5839.28369140625 4.156928539276123 9.0 +876.0109798851045 5835.78173828125 4.157400608062744 9.0 +876.0314144567092 5833.849609375 4.156269550323486 9.0 +876.051849028081 5830.95458984375 4.157104969024658 9.0 +876.0722835993365 5832.84716796875 4.157037258148193 9.0 +876.0927182705855 5835.4697265625 4.15703010559082 9.0 +876.1131527416073 5831.77392578125 4.1562581062316895 9.0 +876.1335873125063 5833.85986328125 4.157415866851807 9.0 +876.1540219832968 5829.81884765625 4.156604290008545 9.0 +876.1744564540859 5837.23779296875 4.157316207885742 9.0 +876.1948910246356 5840.2744140625 4.15775728225708 9.0 +876.2153256950769 5837.4453125 4.156947135925293 9.0 +876.235760265401 5826.34228515625 4.1555352210998535 9.0 +876.2561947356007 5829.72265625 4.156815052032471 9.0 +876.2766294056928 5838.12744140625 4.157098770141602 9.0 +876.2970639756677 5836.19873046875 4.157865524291992 9.0 +876.3174985455189 5825.37109375 4.155760765075684 9.0 +876.3379331151446 5835.42236328125 4.156394958496094 9.0 +876.3583676847702 5830.68310546875 4.156169414520264 9.0 +876.3788023542729 5834.93896484375 4.156002521514893 9.0 +876.399236823665 5840.30322265625 4.15756893157959 9.0 +876.419671392825 5835.29736328125 4.156795501708984 9.0 +876.4401060619784 5827.6162109375 4.154691696166992 9.0 +876.4605405309048 5832.96484375 4.156402111053467 9.0 +876.480975099832 5836.6650390625 4.15500020980835 9.0 +876.5014097685198 5836.23583984375 4.15596342086792 9.0 +876.5218442372134 5825.02099609375 4.154609203338623 9.0 +876.5422789056756 5832.82421875 4.154962062835693 9.0 +876.5627134741299 5836.58447265625 4.155560493469238 9.0 +876.5831479423578 5835.509765625 4.155154705047607 9.0 +876.6035826104635 5836.51123046875 4.154552459716797 9.0 +876.6240171784593 5830.03466796875 4.155231952667236 9.0 +876.644451646338 5826.126953125 4.154040336608887 9.0 +876.6648863141018 5825.927734375 4.154840469360352 9.0 +876.6853207817403 5836.06103515625 4.155823230743408 9.0 +876.7057554492712 5829.51025390625 4.155338764190674 9.0 +876.7261900166777 5829.40234375 4.155806064605713 9.0 +876.7466245839751 5828.3662109375 4.15554666519165 9.0 +876.767059151156 5829.048828125 4.155282974243164 9.0 +876.8079282850449 5828.44189453125 4.154877662658691 9.0 +876.8487974184682 5824.296875 4.154143333435059 9.0 +876.869231985067 5825.47412109375 4.15519905090332 9.0 +876.8896666514338 5817.19775390625 4.154728412628174 9.0 +876.9101011176826 5818.4580078125 4.154175758361816 9.0 +876.930535683925 5821.4462890625 4.153564929962158 9.0 +876.9509703499425 5821.68701171875 4.154353618621826 9.0 +876.9714048158348 5820.7265625 4.15389347076416 9.0 +877.0122740472871 5824.70458984375 4.154250621795654 9.0 +877.0327085128374 5822.63671875 4.154051780700684 9.0 +877.0531431782656 5820.75048828125 4.153075695037842 9.0 +877.0735777434675 5820.18798828125 4.1533403396606445 9.0 +877.0940122086613 5818.6025390625 4.153379440307617 9.0 +877.1144468737475 5817.94287109375 4.154346466064453 9.0 +877.1348814386001 5821.89599609375 4.154332637786865 9.0 +877.1757505680653 5830.6220703125 4.155457973480225 9.0 +877.1961851325686 5832.82958984375 4.1550445556640625 9.0 +877.2166196969483 5825.31005859375 4.154741287231445 9.0 +877.2370542613353 5811.1591796875 4.153367042541504 9.0 +877.2574888254894 5823.74853515625 4.15439510345459 9.0 +877.2779234895206 5816.60546875 4.153770923614502 9.0 +877.2983579533247 5816.83349609375 4.154156684875488 9.0 +877.3187925171296 5812.66357421875 4.153708457946777 9.0 +877.3392270808108 5816.2568359375 4.154022216796875 9.0 +877.3596616443829 5823.1328125 4.154900074005127 9.0 +877.3800962077221 5816.01318359375 4.153103351593018 9.0 +877.400530771054 5820.7109375 4.153866767883301 9.0 +877.4209653341604 5815.73681640625 4.154159069061279 9.0 +877.4413998971504 5818.0478515625 4.154827117919922 9.0 +877.4618345600175 5814.04296875 4.15384578704834 9.0 +877.4822690227738 5811.4931640625 4.153432369232178 9.0 +877.5027036855317 5819.35546875 4.1548590660095215 9.0 +877.5231382479324 5815.0390625 4.153763771057129 9.0 +877.5435727103395 5815.22900390625 4.153929233551025 9.0 +877.5640073726317 5813.1220703125 4.154073715209961 9.0 +877.5844419347995 5814.48095703125 4.153477191925049 9.0 +877.604876396741 5818.35205078125 4.154151439666748 9.0 +877.625311058684 5818.23974609375 4.153842926025391 9.0 +877.6457456203862 5811.4443359375 4.153006553649902 9.0 +877.6661800819784 5808.5205078125 4.152479648590088 9.0 +877.6866147434557 5810.2958984375 4.1531081199646 9.0 +877.7070493048086 5800.02685546875 4.152853488922119 9.0 +877.7274839660531 5812.341796875 4.153604984283447 9.0 +877.7479184271797 5812.49609375 4.1535797119140625 9.0 +877.7683529881833 5811.31103515625 4.152408599853516 9.0 +877.7887876489622 5819.67138671875 4.152730464935303 9.0 +877.8092221097395 5823.81396484375 4.153800964355469 9.0 +877.8296566702775 5830.03466796875 4.153862476348877 9.0 +877.8500913308235 5818.59619140625 4.152764797210693 9.0 +877.8705258911359 5806.83056640625 4.152535915374756 9.0 +877.8909603513239 5811.9306640625 4.15348482131958 9.0 +877.9113950114042 5811.06103515625 4.154191970825195 9.0 +877.9318295713601 5813.3134765625 4.152632713317871 9.0 +877.9522640312061 5805.93994140625 4.153421401977539 9.0 +877.993133150434 5816.6630859375 4.153568744659424 9.0 +878.0135678098086 5815.81103515625 4.153672218322754 9.0 +878.0340023690733 5824.01806640625 4.154147148132324 9.0 +878.0544369283307 5811.6455078125 4.152594566345215 9.0 +878.0748714873625 5813.55419921875 4.153389930725098 9.0 +878.095306046278 5808.35693359375 4.152509689331055 9.0 +878.1157405049598 5809.04150390625 4.153254508972168 9.0 +878.1361751636359 5809.916015625 4.153113842010498 9.0 +878.1566097222021 5812.0458984375 4.1537322998046875 9.0 +878.1770441805347 5817.33642578125 4.154106616973877 9.0 +878.1974788388616 5812.4248046875 4.1532301902771 9.0 +878.2179133969621 5808.42236328125 4.152273654937744 9.0 +878.2383480549397 5802.5791015625 4.1525187492370605 9.0 +878.2587825128066 5807.7275390625 4.153095245361328 9.0 +878.2792170705579 5809.73681640625 4.153434753417969 9.0 +878.2996517281863 5816.42529296875 4.15266752243042 9.0 +878.3200861855876 5812.95556640625 4.152627468109131 9.0 +878.3405207429896 5812.11767578125 4.151967525482178 9.0 +878.3609554001523 5814.7333984375 4.15224027633667 9.0 +878.3813898572043 5821.72998046875 4.153040409088135 9.0 +878.4018244141407 5827.27783203125 4.154111385345459 9.0 +878.4222590709542 5820.12109375 4.151251316070557 9.0 +878.4426936276577 5817.44482421875 4.152834415435791 9.0 +878.4631281842449 5814.28173828125 4.152347564697266 9.0 +878.4835627405919 5811.48974609375 4.152637004852295 9.0 +878.5039972969462 5805.94873046875 4.149674415588379 9.0 +878.5244319530684 5808.33203125 4.152883052825928 9.0 +878.5448664090654 5800.23095703125 4.152104377746582 9.0 +878.5653009649541 5802.359375 4.151792049407959 9.0 +878.5857356207271 5809.64794921875 4.151268005371094 9.0 +878.6266046317978 5808.57275390625 4.152884006500244 9.0 +878.6470391872208 5813.12548828125 4.152768611907959 9.0 +878.6674737424037 5818.0009765625 4.153656959533691 9.0 +878.6879082974774 5810.56298828125 4.152710437774658 9.0 +878.7083428524347 5812.21240234375 4.151639938354492 9.0 +878.7287774072684 5821.35693359375 4.151925563812256 9.0 +878.7492120619936 5809.9521484375 4.152392864227295 9.0 +878.7696465164845 5805.06689453125 4.150300979614258 9.0 +878.7900810708525 5808.62109375 4.152186870574951 9.0 +878.8309501793701 5818.35009765625 4.152350425720215 9.0 +878.8922538410916 5812.49169921875 4.149645805358887 9.0 +878.9331230482057 5813.3564453125 4.151915073394775 9.0 +878.9535576016497 5810.2451171875 4.15060567855835 9.0 +878.9944267078317 5813.794921875 4.15169620513916 9.0 +879.0148612608027 5805.4384765625 4.148536682128906 9.0 +879.0352958135481 5813.43896484375 4.151765823364258 9.0 +879.0557303662936 5818.45947265625 4.1522216796875 9.0 +879.0761649188062 5820.955078125 4.152978897094727 9.0 +879.0965995713123 5807.9150390625 4.150574207305908 9.0 +879.1170340235913 5813.71923828125 4.1519694328308105 9.0 +879.1374685756309 5810.58447265625 4.150979995727539 9.0 +879.1579032276786 5816.001953125 4.151540279388428 9.0 +879.178337679492 5810.9482421875 4.152215003967285 9.0 +879.1987723312996 5806.892578125 4.151729106903076 9.0 +879.2192068828808 5818.81787109375 4.152872085571289 9.0 +879.2396413342285 5813.09521484375 4.149543762207031 9.0 +879.2600759855704 5815.95458984375 4.15254545211792 9.0 +879.2805104369181 5812.5927734375 4.149542331695557 9.0 +879.3009449878009 5814.712890625 4.152513027191162 9.0 +879.32137963891 5809.6689453125 4.150023460388184 9.0 +879.3418140895592 5817.5693359375 4.149991989135742 9.0 +879.3622486402091 5822.25830078125 4.15256404876709 9.0 +879.3826832906198 5814.41650390625 4.148892402648926 9.0 +879.4031177410361 5815.82080078125 4.149188041687012 9.0 +879.4235522912204 5813.6484375 4.1487040519714355 9.0 +879.4439869413982 5817.75439453125 4.151820182800293 9.0 +879.4644214913496 5818.8232421875 4.151603698730469 9.0 +879.4848560413011 5814.5322265625 4.1521077156066895 9.0 +879.5052905907796 5823.2509765625 4.152206897735596 9.0 +879.5257251404983 5810.86376953125 4.149197578430176 9.0 +879.5461596897512 5815.7470703125 4.1520094871521 9.0 +879.5665942392297 5818.98583984375 4.152100563049316 9.0 +879.5870287882499 5814.39306640625 4.1517815589904785 9.0 +879.6074634372708 5822.87255859375 4.151437759399414 9.0 +879.62789788605 5823.29345703125 4.152690887451172 9.0 +879.6483324348374 5818.46728515625 4.149430751800537 9.0 +879.6687670833926 5813.7080078125 4.1491618156433105 9.0 +879.689201531939 5816.3642578125 4.149294376373291 9.0 +879.7096361802614 5815.49755859375 4.151650905609131 9.0 +879.7300707283503 5820.26416015625 4.152420997619629 9.0 +879.750505176431 5830.52197265625 4.153157711029053 9.0 +879.7709398242878 5817.423828125 4.152245044708252 9.0 +879.7913743721438 5817.4462890625 4.1503190994262695 9.0 +879.8118088197589 5813.16455078125 4.1509552001953125 9.0 +879.8731124616897 5816.337890625 4.153193473815918 9.0 +879.893547108848 5814.4306640625 4.151992321014404 9.0 +879.9139816557727 5809.06787109375 4.151080131530762 9.0 +879.9344162024572 5804.40478515625 4.151172161102295 9.0 +879.954850749149 5808.9931640625 4.149945259094238 9.0 +879.9957198420598 5816.64599609375 4.150843620300293 9.0 +880.0161543882859 5823.81494140625 4.155129909515381 9.0 +880.0365889342793 5823.70361328125 4.153581142425537 9.0 +880.0570234802653 5829.31982421875 4.156195163726807 9.0 +880.0774580260259 5817.77978515625 4.150941848754883 9.0 +880.0978925717864 5827.544921875 4.155452251434326 9.0 +880.1183272173075 5825.52587890625 4.150298595428467 9.0 +880.1591962078965 5823.916015625 4.152426242828369 9.0 +880.179630852952 5821.72607421875 4.152191162109375 9.0 +880.2000652980132 5817.73486328125 4.1553497314453125 9.0 +880.2204999428359 5813.595703125 4.154595375061035 9.0 +880.2409344874322 5820.15966796875 4.156028747558594 9.0 +880.2613689320278 5811.74169921875 4.152502059936523 9.0 +880.2818035763921 5819.80419921875 4.155423164367676 9.0 +880.3022381207484 5809.76611328125 4.15162467956543 9.0 +880.3226725648783 5819.94189453125 4.1529130935668945 9.0 +880.3431072087697 5820.603515625 4.152221202850342 9.0 +880.3635417526675 5817.2978515625 4.152196407318115 9.0 +880.3839761963318 5828.767578125 4.1554436683654785 9.0 +880.4248453831897 5822.08984375 4.155185699462891 9.0 +880.4452800266226 5814.822265625 4.152892589569092 9.0 +880.4657144695811 5809.8251953125 4.152509689331055 9.0 +880.4861490127805 5812.35693359375 4.1532087326049805 9.0 +880.506583655515 5814.13037109375 4.15225887298584 9.0 +880.5270180982479 5814.423828125 4.15225076675415 9.0 +880.5474526407415 5817.90234375 4.152832508087158 9.0 +880.5678872832432 5823.22265625 4.152650356292725 9.0 +880.588321825504 5825.03466796875 4.152836322784424 9.0 +880.6087562675384 5824.296875 4.153066158294678 9.0 +880.6291908095736 5825.00244140625 4.152035236358643 9.0 +880.649625351376 5811.3544921875 4.151742935180664 9.0 +880.6700599931719 5817.49267578125 4.152742385864258 9.0 +880.6904945347414 5824.482421875 4.152401924133301 9.0 +880.7109289760701 5819.85009765625 4.1523027420043945 9.0 +880.7313636174076 5825.302734375 4.153806686401367 9.0 +880.7517981585115 5818.52001953125 4.151579856872559 9.0 +880.7722325996147 5825.087890625 4.15228796005249 9.0 +880.7926672404792 5820.84228515625 4.152245044708252 9.0 +880.8131017811174 5826.61083984375 4.154836177825928 9.0 +880.8335362217476 5832.90087890625 4.15570592880249 9.0 +880.8539708621538 5831.75244140625 4.155428886413574 9.0 +880.8744054023264 5823.021484375 4.15238618850708 9.0 +880.8948398424982 5828.19384765625 4.153120040893555 9.0 +880.9152744824314 5830.2763671875 4.153192043304443 9.0 +880.9357090223712 5820.57177734375 4.151127815246582 9.0 +880.9561436620716 5831.72607421875 4.152800559997559 9.0 +880.997012641019 5833.21533203125 4.155993461608887 9.0 +881.0174472802537 5825.376953125 4.154375076293945 9.0 +881.0583162582698 5827.654296875 4.152523040771484 9.0 +881.0991853358137 5833.96728515625 4.15230131149292 9.0 +881.1196198743564 5829.513671875 4.152843952178955 9.0 +881.1400545128927 5840.69677734375 4.154924392700195 9.0 +881.1604890509698 5826.06787109375 4.1532301902771 9.0 +881.1809235892797 5834.21142578125 4.156220436096191 9.0 +881.2013581271167 5819.93115234375 4.151957035064697 9.0 +881.221792664961 5819.8974609375 4.152546405792236 9.0 +881.2422272025724 5821.56884765625 4.152431964874268 9.0 +881.2626617401766 5823.50390625 4.1527419090271 9.0 +881.2830962775552 5835.72705078125 4.156726360321045 9.0 +881.3035308146937 5825.3408203125 4.1528754234313965 9.0 +881.3239653518394 5826.69970703125 4.153071403503418 9.0 +881.3443997887516 5827.91650390625 4.152252197265625 9.0 +881.3648344256653 5829.6396484375 4.152642726898193 9.0 +881.3852689621053 5825.17333984375 4.151678562164307 9.0 +881.4057035987862 5842.78857421875 4.155946731567383 9.0 +881.4261380349926 5837.3271484375 4.155213356018066 9.0 +881.4465725712071 5835.45361328125 4.152596473693848 9.0 +881.4670072074223 5834.14453125 4.153848171234131 9.0 +881.4874416431703 5836.91064453125 4.155353546142578 9.0 +881.5078761789118 5840.8505859375 4.154950141906738 9.0 +881.5283108146614 5848.73583984375 4.156547546386719 9.0 +881.5487452501693 5838.72216796875 4.152919769287109 9.0 +881.5691797854524 5831.033203125 4.1529083251953125 9.0 +881.5896144205035 5831.853515625 4.153223514556885 9.0 +881.6100489555465 5827.21044921875 4.151782512664795 9.0 +881.630483390596 5830.8701171875 4.1535964012146 9.0 +881.6509180251815 5836.87109375 4.155752658843994 9.0 +881.6713525597588 5831.23681640625 4.1528449058532715 9.0 +881.6917870943435 5830.25927734375 4.153716087341309 9.0 +881.7122216286953 5838.4736328125 4.15595006942749 9.0 +881.732656162807 5836.12548828125 4.156246662139893 9.0 +881.7530907966939 5832.1220703125 4.153546333312988 9.0 +881.7735252305793 5840.00830078125 4.155211448669434 9.0 +881.8143943978794 5838.474609375 4.156279563903809 9.0 +881.8348288312991 5837.2158203125 4.152469158172607 9.0 +881.8552633644795 5839.552734375 4.153471946716309 9.0 +881.8756979976679 5838.501953125 4.153214454650879 9.0 +881.896132430622 5841.244140625 4.152627468109131 9.0 +881.9165670633374 5840.7392578125 4.154781818389893 9.0 +881.9370015960594 5842.6298828125 4.155503749847412 9.0 +881.9574360285478 5840.74853515625 4.156379699707031 9.0 +881.9778706607976 5834.27734375 4.151913642883301 9.0 +881.9983050930532 5847.57421875 4.155417442321777 9.0 +882.0187396250767 5847.25 4.153230667114258 9.0 +882.0391742570937 5839.50439453125 4.153594970703125 9.0 +882.0596086888836 5837.95166015625 4.151310443878174 9.0 +882.0800432204414 5843.9794921875 4.153507709503174 9.0 +882.1004778519928 5841.11767578125 4.15241003036499 9.0 +882.120912283317 5845.0751953125 4.155353546142578 9.0 +882.1413468144092 5845.94140625 4.153377056121826 9.0 +882.1617814454949 5847.7578125 4.154012203216553 9.0 +882.1822159763542 5845.0947265625 4.155518531799316 9.0 +882.2026505069807 5856.07568359375 4.154842376708984 9.0 +882.2230850376 5843.83837890625 4.1529364585876465 9.0 +882.2435195679936 5847.21044921875 4.1526288986206055 9.0 +882.2639540983873 5853.14404296875 4.156313419342041 9.0 +882.2843886283081 5843.87158203125 4.152914047241211 9.0 +882.3048231582361 5849.525390625 4.154547691345215 9.0 +882.3252577881649 5852.75146484375 4.153666019439697 9.0 +882.345692217852 5848.07861328125 4.1524481773376465 9.0 +882.3661267473144 5850.49462890625 4.153259754180908 9.0 +882.3865613767703 5850.404296875 4.153980255126953 9.0 +882.406995805999 5857.208984375 4.153753757476807 9.0 +882.4274304349965 5855.10009765625 4.153149604797363 9.0 +882.4478649637604 5858.18603515625 4.154149055480957 9.0 +882.4682993925162 5860.75341796875 4.155655860900879 9.0 +882.4887340212808 5850.083984375 4.152609348297119 9.0 +882.5091685495718 5854.39697265625 4.153141498565674 9.0 +882.5296029778692 5858.84375 4.154117584228516 9.0 +882.5500376061682 5858.0537109375 4.156256675720215 9.0 +882.5704721340007 5854.716796875 4.15396785736084 9.0 +882.6113411896586 5853.93408203125 4.154790878295898 9.0 +882.6317756172575 5849.09326171875 4.153569221496582 9.0 +882.6522102446179 5851.9892578125 4.153943061828613 9.0 +882.672644771752 5860.52978515625 4.153594970703125 9.0 +882.71351382578 5857.38427734375 4.154556751251221 9.0 +882.7339483526812 5857.99658203125 4.1534624099731445 9.0 +882.7543828791095 5862.28369140625 4.154335021972656 9.0 +882.774817405545 5865.236328125 4.156660079956055 9.0 +882.7952519319806 5860.60302734375 4.154112815856934 9.0 +882.8156864581833 5865.33251953125 4.1536784172058105 9.0 +882.8361210841467 5865.79736328125 4.156835556030273 9.0 +882.8565555101159 5862.162109375 4.154272556304932 9.0 +882.8974246613507 5864.9990234375 4.1540985107421875 9.0 +882.9178590866213 5858.28271484375 4.153620719909668 9.0 +882.9382937118862 5861.31201171875 4.15348482131958 9.0 +882.9791626619626 5863.62060546875 4.1574296951293945 9.0 +882.9995972867619 5868.14453125 4.157397747039795 9.0 +883.0200318113348 5858.61474609375 4.155862808227539 9.0 +883.0404662359069 5857.466796875 4.153201580047607 9.0 +883.0609008600077 5855.08056640625 4.152838706970215 9.0 +883.0813353843478 5868.52685546875 4.1571736335754395 9.0 +883.1017698082214 5862.94677734375 4.153578281402588 9.0 +883.1222044320893 5872.4541015625 4.1551923751831055 9.0 +883.142638955731 5867.8818359375 4.154691696166992 9.0 +883.1630734793725 5867.5546875 4.154883861541748 9.0 +883.183508002774 5873.18701171875 4.154384136199951 9.0 +883.20394252595 5861.56103515625 4.154344081878662 9.0 +883.2243771491267 5873.26806640625 4.155040264129639 9.0 +883.2448115720617 5866.1904296875 4.152336120605469 9.0 +883.265246094772 5874.43603515625 4.153919219970703 9.0 +883.2856806174823 5869.41455078125 4.154167652130127 9.0 +883.3061151399525 5863.91796875 4.153379917144775 9.0 +883.3265496621971 5874.01708984375 4.155947208404541 9.0 +883.3469841842088 5870.45849609375 4.153692245483398 9.0 +883.3674187062134 5872.666015625 4.154054164886475 9.0 +883.3878532282251 5870.611328125 4.153753757476807 9.0 +883.408287849772 5867.810546875 4.153607368469238 9.0 +883.4287222713101 5877.951171875 4.153521537780762 9.0 +883.4491568926242 5871.77880859375 4.154036998748779 9.0 +883.4695914139375 5875.0546875 4.155673980712891 9.0 +883.4900258350099 5888.26953125 4.156608581542969 9.0 +883.5104604558583 5878.75634765625 4.153879642486572 9.0 +883.5308949767059 5874.2392578125 4.153260707855225 9.0 +883.5717640176954 5879.79150390625 4.154501914978027 9.0 +883.5921985378445 5874.52587890625 4.154730319976807 9.0 +883.6126329579856 5882.77099609375 4.155655384063721 9.0 +883.6330675779027 5878.95947265625 4.155034065246582 9.0 +883.653502097819 5879.6787109375 4.156369209289551 9.0 +883.673936717496 5882.11279296875 4.15615701675415 9.0 +883.6943711369458 5879.1552734375 4.154263496398926 9.0 +883.7148056561637 5874.455078125 4.153933525085449 9.0 +883.735240275375 5890.943359375 4.1554670333862305 9.0 +883.7556746943592 5883.04296875 4.156911373138428 9.0 +883.7761092133442 5889.255859375 4.155102252960205 9.0 +883.796543831857 5878.2939453125 4.152851581573486 9.0 +883.8169783503763 5883.77587890625 4.1552534103393555 9.0 +883.8374127688876 5887.29541015625 4.155941963195801 9.0 +883.8578473871748 5875.2119140625 4.155096530914307 9.0 +883.8782819052285 5878.25634765625 4.155016899108887 9.0 +883.8987163230486 5881.01123046875 4.155340194702148 9.0 +883.9191509408629 5877.34716796875 4.1553874015808105 9.0 +883.9395853584501 5884.22314453125 4.154947280883789 9.0 +883.9600199757988 5886.26953125 4.154567718505859 9.0 +883.980454493154 5883.94384765625 4.154914855957031 9.0 +884.0008889102755 5894.61962890625 4.157733917236328 9.0 +884.0213235271585 5891.78466796875 4.156443119049072 9.0 +884.041758044048 5888.04638671875 4.153945446014404 9.0 +884.062192460704 5890.3935546875 4.156446933746338 9.0 +884.0826270771213 5896.40185546875 4.155158519744873 9.0 +884.1030615933123 5893.046875 4.158196926116943 9.0 +884.1234960095026 5881.89306640625 4.154683589935303 9.0 +884.1439306254542 5890.5546875 4.155853271484375 9.0 +884.1643651414124 5894.13427734375 4.1560821533203125 9.0 +884.184799557137 5893.2470703125 4.155799388885498 9.0 +884.205234172623 5896.0703125 4.158729553222656 9.0 +884.2256686878827 5893.48583984375 4.155030250549316 9.0 +884.2461033031432 5893.77294921875 4.158443450927734 9.0 +884.266537718162 5887.15966796875 4.156797885894775 9.0 +884.286972232956 5895.40966796875 4.15797233581543 9.0 +884.3074068477508 5883.560546875 4.153801918029785 9.0 +884.3278413623048 5890.27099609375 4.157632827758789 9.0 +884.3482757768652 5890.60791015625 4.157620429992676 9.0 +884.3687103909615 5900.4755859375 4.159599781036377 9.0 +884.3891449050498 5898.603515625 4.156311511993408 9.0 +884.4095793189117 5903.51806640625 4.157923221588135 9.0 +884.4300139327752 5910.68017578125 4.159951210021973 9.0 +884.4504484463978 5903.0751953125 4.158260345458984 9.0 +884.491317472959 5901.376953125 4.157870769500732 9.0 +884.511751986116 5901.8037109375 4.159106731414795 9.0 +884.5526210119788 5892.1279296875 4.157920837402344 9.0 +884.5730554244365 5899.93798828125 4.159340858459473 9.0 +884.593490036903 5899.744140625 4.159234046936035 9.0 +884.6139245493687 5903.353515625 4.1593918800354 9.0 +884.6343589613607 5907.6064453125 4.159092426300049 9.0 +884.6547935733615 5897.5439453125 4.1591925621032715 9.0 +884.6752280851288 5898.5751953125 4.159285545349121 9.0 +884.6956625968887 5901.5498046875 4.159174919128418 9.0 +884.7160971084231 5902.89208984375 4.1606292724609375 9.0 +884.7365316197247 5895.92431640625 4.161189079284668 9.0 +884.7569662307869 5890.96923828125 4.156599044799805 9.0 +884.7774006418549 5898.8662109375 4.160871505737305 9.0 +884.7978351526908 5894.03076171875 4.158956527709961 9.0 +884.8182697635202 5904.80859375 4.160353660583496 9.0 +884.8387042738905 5895.53125 4.159487724304199 9.0 +884.85913868426 5895.791015625 4.158562183380127 9.0 +884.8795732943909 5899.08154296875 4.160131931304932 9.0 +884.9000078045283 5902.10791015625 4.157566070556641 9.0 +884.9204422144321 5899.96240234375 4.158939361572266 9.0 +884.9408768240974 5905.34765625 4.160150527954102 9.0 +884.9613113335363 5896.57421875 4.158806324005127 9.0 +884.9817458429752 5894.81640625 4.156872749328613 9.0 +885.002180352174 5903.59912109375 4.15894079208374 9.0 +885.0226148613801 5897.068359375 4.159463405609131 9.0 +885.043049470114 5908.15771484375 4.160016059875488 9.0 +885.0634838788537 5906.97998046875 4.160345554351807 9.0 +885.0839183873613 5900.16162109375 4.157116413116455 9.0 +885.1043529958624 5901.6826171875 4.1591010093688965 9.0 +885.1247874041364 5904.47607421875 4.1595072746276855 9.0 +885.1452219121784 5905.64501953125 4.159980773925781 9.0 +885.165656519981 5906.82275390625 4.157576084136963 9.0 +885.1860909277893 5918.267578125 4.161378860473633 9.0 +885.2269599427091 5901.5419921875 4.158605098724365 9.0 +885.2473944500452 5894.12451171875 4.156953811645508 9.0 +885.2678290571566 5908.54443359375 4.159102916717529 9.0 +885.2882634640264 5897.546875 4.158858299255371 9.0 +885.3086979706713 5904.94775390625 4.159849643707275 9.0 +885.3291325773171 5906.5234375 4.157310962677002 9.0 +885.3495669837284 5900.353515625 4.157714366912842 9.0 +885.3700014899005 5900.1767578125 4.1584858894348145 9.0 +885.3904360960805 5901.1640625 4.159220218658447 9.0 +885.4108706020197 5895.322265625 4.157063961029053 9.0 +885.4313050077326 5896.44482421875 4.155418395996094 9.0 +885.451739613447 5894.3623046875 4.156947612762451 9.0 +885.4721741186877 5907.81884765625 4.1584577560424805 9.0 +885.4926086239357 5911.48876953125 4.159481048583984 9.0 +885.5130431291836 5900.40380859375 4.155703544616699 9.0 +885.5334776339587 5910.69873046875 4.156126499176025 9.0 +885.5539122387418 5905.7177734375 4.1552815437316895 9.0 +885.5743466435233 5899.36279296875 4.154614448547363 9.0 +885.5947811478327 5908.64599609375 4.157806396484375 9.0 +885.6152157521501 5904.017578125 4.156321048736572 9.0 +885.6356501562332 5903.037109375 4.155966281890869 9.0 +885.6560846600769 5897.62548828125 4.155325412750244 9.0 +885.6765192639286 5913.13330078125 4.157058238983154 9.0 +885.696953667546 5894.03125 4.155673980712891 9.0 +885.7173881709241 5896.00341796875 4.155516147613525 9.0 +885.7378227743102 5899.99755859375 4.155714511871338 9.0 +885.7582571772291 5896.82421875 4.155178546905518 9.0 +885.7786917801423 5902.60205078125 4.156111717224121 9.0 +885.7991262830619 5909.7880859375 4.155876159667969 9.0 +885.8195606855152 5904.72314453125 4.156474590301514 9.0 +885.8399952879627 5908.501953125 4.1565093994140625 9.0 +885.8604297901838 5896.6005859375 4.155576229095459 9.0 +885.880864292405 5911.57275390625 4.15601921081543 9.0 +885.9012987943861 5899.828125 4.1544623374938965 9.0 +885.9217332961416 5897.28857421875 4.155186176300049 9.0 +885.9626022989469 5901.154296875 4.157493591308594 9.0 +885.9830368002367 5893.1640625 4.158352851867676 9.0 +886.0034713012938 5897.671875 4.155887603759766 9.0 +886.0239058023435 5894.58349609375 4.1554341316223145 9.0 +886.0443403031677 5892.19140625 4.155063629150391 9.0 +886.0647749037598 5906.44482421875 4.15751838684082 9.0 +886.0852093041103 5895.80517578125 4.155752182006836 9.0 +886.105643804236 5910.89501953125 4.158481121063232 9.0 +886.1260784043552 5901.9150390625 4.156039237976074 9.0 +886.1465128042473 5899.84716796875 4.155914783477783 9.0 +886.1669473039074 5900.49951171875 4.155267238616943 9.0 +886.1873819035682 5897.841796875 4.15535306930542 9.0 +886.2078163029873 5905.6572265625 4.155657768249512 9.0 +886.2282508021817 5920.03857421875 4.157771110534668 9.0 +886.2486854011368 5906.646484375 4.156946182250977 9.0 +886.289554398827 5894.17822265625 4.154049396514893 9.0 +886.3099888973156 5906.77197265625 4.157898426055908 9.0 +886.3304232958108 5901.8330078125 4.155236721038818 9.0 +886.3508578940746 5897.93701171875 4.154494762420654 9.0 +886.3712923920975 5898.18212890625 4.154817581176758 9.0 +886.3917268898949 5895.28759765625 4.153866767883301 9.0 +886.4121613876923 5894.6220703125 4.154973030090332 9.0 +886.4325958852496 5898.67529296875 4.155328750610352 9.0 +886.4530303825813 5890.8505859375 4.154759883880615 9.0 +886.4734648796803 5896.8408203125 4.155856132507324 9.0 +886.4938993767719 5898.72314453125 4.1554789543151855 9.0 +886.514333873638 5900.3623046875 4.156879901885986 9.0 +886.5347683702712 5896.83935546875 4.157679080963135 9.0 +886.5552028666643 5888.494140625 4.1537933349609375 9.0 +886.5756374630655 5895.185546875 4.155182838439941 9.0 +886.5960718592323 5888.14111328125 4.154144763946533 9.0 +886.6165063551598 5888.70458984375 4.15570592880249 9.0 +886.6369409510953 5869.6201171875 4.152771472930908 9.0 +887.5769276723586 5844.73974609375 4.153528690338135 9.0 +887.597362260145 5853.01123046875 4.1542768478393555 9.0 +887.6382311347843 5866.603515625 4.1524553298950195 9.0 +887.6586657220978 5883.94970703125 4.1531081199646 9.0 +887.6791002089521 5869.1005859375 4.152405261993408 9.0 +887.7404036688094 5872.4912109375 4.152796268463135 9.0 +887.7608380551974 5871.1640625 4.153355121612549 9.0 +887.8017071270369 5871.798828125 4.152441501617432 9.0 +887.8221415129519 5872.92822265625 4.152539253234863 9.0 +887.8425760984101 5876.31396484375 4.153234958648682 9.0 +887.8630105838674 5876.6767578125 4.152950286865234 9.0 +887.8834450690847 5865.181640625 4.151945114135742 9.0 +887.9038795540764 5876.0400390625 4.152757167816162 9.0 +887.9243140388353 5874.6279296875 4.152867317199707 9.0 +887.9447485235869 5865.46826171875 4.151910305023193 9.0 +887.965183008113 5871.47021484375 4.152730464935303 9.0 +887.9856174924062 5854.6328125 4.15037202835083 9.0 +888.0060519764593 5866.69287109375 4.152540683746338 9.0 +888.0264864605197 5860.83642578125 4.1510114669799805 9.0 +888.0469209443472 5860.90625 4.150965690612793 9.0 +888.0673554279347 5860.41455078125 4.150585651397705 9.0 +888.0877899112966 5868.1767578125 4.152575492858887 9.0 +888.1082243946585 5865.48291015625 4.151787757873535 9.0 +888.128658977781 5868.06591796875 4.151646614074707 9.0 +888.1490933606765 5861.90478515625 4.15019416809082 9.0 +888.1695279433407 5868.10595703125 4.151693820953369 9.0 +888.189962425764 5855.62255859375 4.149531364440918 9.0 +888.2103968081938 5857.03271484375 4.150272369384766 9.0 +888.2512658723499 5856.37744140625 4.150789260864258 9.0 +888.271700254314 5864.42431640625 4.150912761688232 9.0 +888.2921348358141 5858.5224609375 4.150636672973633 9.0 +888.312569317306 5860.0576171875 4.15350866317749 9.0 +888.3738727606324 5853.46533203125 4.149666786193848 9.0 +888.3943073414339 5856.27685546875 4.149118423461914 9.0 +888.414741722001 5851.2158203125 4.149033546447754 9.0 +888.4351762025617 5855.29833984375 4.1494059562683105 9.0 +888.455610682664 5851.16259765625 4.149237632751465 9.0 +888.4760451627662 5853.80810546875 4.149078369140625 9.0 +888.4964796426284 5855.1728515625 4.149416446685791 9.0 +888.516914122265 5853.3583984375 4.149753093719482 9.0 +888.5373486016688 5852.70751953125 4.149901866912842 9.0 +888.5577830810653 5850.57958984375 4.149570465087891 9.0 +888.5986520391743 5849.9716796875 4.148496150970459 9.0 +888.6190865178723 5853.07470703125 4.148598670959473 9.0 +888.6395210965784 5849.765625 4.149012088775635 9.0 +888.6599554750428 5858.390625 4.149805068969727 9.0 +888.6803900532832 5853.1806640625 4.1482625007629395 9.0 +888.70082453129 5856.0537109375 4.14900541305542 9.0 +888.7212589090632 5857.4169921875 4.149240493774414 9.0 +888.7621279643718 5849.14697265625 4.148850917816162 9.0 +888.782562341672 5852.73828125 4.148512363433838 9.0 +888.8029969189811 5851.75732421875 4.148605823516846 9.0 +888.8234313958237 5853.1669921875 4.147273540496826 9.0 +888.9051692020148 5848.3876953125 4.148709297180176 9.0 +888.9460382538382 5851.57177734375 4.148838043212891 9.0 +888.9869072051879 5844.7685546875 4.148148059844971 9.0 +889.0073416804007 5844.6669921875 4.147491931915283 9.0 +889.027776255607 5851.5947265625 4.148013591766357 9.0 +889.0482106305863 5845.52978515625 4.147364139556885 9.0 +889.0686451053334 5844.99951171875 4.147916793823242 9.0 +889.0890796800741 5849.99609375 4.150484561920166 9.0 +889.1095141543556 5845.25244140625 4.150344371795654 9.0 +889.1299485286363 5843.8232421875 4.1488800048828125 9.0 +889.1503831026785 5846.50732421875 4.148078441619873 9.0 +889.1708175764943 5840.583984375 4.149445533752441 9.0 +889.1912520503101 5845.84765625 4.150182723999023 9.0 +889.2116865238859 5848.13232421875 4.148034572601318 9.0 +889.2321208972353 5836.1943359375 4.147368431091309 9.0 +889.2525554703534 5846.62109375 4.148773670196533 9.0 +889.2729899432306 5838.23974609375 4.145625591278076 9.0 +889.2934243161144 5852.08642578125 4.150236129760742 9.0 +889.3138588887668 5853.27880859375 4.150493144989014 9.0 +889.3342933611784 5847.71435546875 4.1495585441589355 9.0 +889.3547277333637 5841.43017578125 4.149166107177734 9.0 +889.3751623053176 5845.8095703125 4.146820545196533 9.0 +889.3955967772636 5842.83349609375 4.148049354553223 9.0 +889.4160311489832 5853.32861328125 4.150177001953125 9.0 +889.4364657204715 5844.38525390625 4.148514747619629 9.0 +889.4773347629744 5846.25439453125 4.14931058883667 9.0 +889.4977691337626 5846.67822265625 4.149496078491211 9.0 +889.5182036045444 5849.0546875 4.149506568908691 9.0 +889.5386381751014 5853.57958984375 4.149528503417969 9.0 +889.5590725456568 5845.2119140625 4.148911952972412 9.0 +889.5999415858314 5843.443359375 4.149622440338135 9.0 +889.6203760556818 5850.79248046875 4.1500067710876465 9.0 +889.640810425306 5841.5830078125 4.146144866943359 9.0 +889.6612449946988 5842.1552734375 4.1484880447387695 9.0 +889.7021138330092 5844.248046875 4.149294853210449 9.0 +889.7225484019364 5852.4921875 4.149630546569824 9.0 +889.7429828708555 5849.01904296875 4.148765563964844 9.0 +889.763417439317 5851.8232421875 4.149437427520752 9.0 +889.783851807777 5851.82421875 4.149545192718506 9.0 +889.804286275772 5845.7802734375 4.149227619171143 9.0 +889.8247208437606 5845.18359375 4.148669719696045 9.0 +889.8451552115221 5842.15283203125 4.1488237380981445 9.0 +889.8655895792836 5845.38037109375 4.148670673370361 9.0 +889.9268929809332 5839.86181640625 4.148830890655518 9.0 +889.9677620145885 5839.5849609375 4.148961067199707 9.0 +889.9881965809473 5849.51904296875 4.148375511169434 9.0 +890.0086309473118 5846.234375 4.149153709411621 9.0 +890.0290654134442 5863.26513671875 4.151230812072754 9.0 +890.0494999793373 5850.0009765625 4.149082660675049 9.0 +890.0699343452361 5840.32177734375 4.148231029510498 9.0 +890.09036881067 5835.1875 4.148051738739014 9.0 +890.1108033760975 5843.9423828125 4.148913860321045 9.0 +890.1312378412986 5839.591796875 4.149041175842285 9.0 +890.1516722062661 5834.4404296875 4.148726463317871 9.0 +890.1721067712278 5840.603515625 4.149209022521973 9.0 +890.1925412357305 5837.5185546875 4.148518085479736 9.0 +890.2129756002323 5834.88134765625 4.148122787475586 9.0 +890.2334101644956 5836.10302734375 4.148566722869873 9.0 +890.2742791923374 5833.7802734375 4.14790678024292 9.0 +890.2947135561335 5849.755859375 4.149361610412598 9.0 +890.3151480197048 5839.62109375 4.148102283477783 9.0 +890.335582583044 5832.0087890625 4.147896766662598 9.0 +890.3560169461416 5842.71435546875 4.148740768432617 9.0 +890.3764514090144 5843.60595703125 4.148105621337891 9.0 +890.396885971888 5836.9580078125 4.14815092086792 9.0 +890.4173203342871 5839.29833984375 4.148239612579346 9.0 +890.4377547966942 5840.8525390625 4.147871494293213 9.0 +890.4581893588693 5845.0869140625 4.1486053466796875 9.0 +890.4786237210355 5838.23046875 4.147738933563232 9.0 +890.4990581827442 5840.42919921875 4.148207664489746 9.0 +890.5194926444528 5848.02685546875 4.14926815032959 9.0 +890.5399271059214 5836.18701171875 4.147708415985107 9.0 +890.5603616671651 5838.74169921875 4.148438930511475 9.0 +890.5807960281745 5841.67529296875 4.148175239562988 9.0 +890.6012304889446 5835.8955078125 4.148072719573975 9.0 +890.6216650497227 5838.88232421875 4.148036003112793 9.0 +890.6420995102671 5831.892578125 4.147508144378662 9.0 +890.6625338705708 5839.15673828125 4.148179531097412 9.0 +890.6829684306504 5831.71630859375 4.147398948669434 9.0 +890.7034028904964 5840.8955078125 4.148654460906982 9.0 +890.7238372503343 5835.7705078125 4.148232460021973 9.0 +890.7647062690958 5835.0185546875 4.147237300872803 9.0 +890.7851406282352 5820.96044921875 4.147368907928467 9.0 +890.8055751873835 5828.66064453125 4.146831512451172 9.0 +890.8260096460654 5828.7666015625 4.147842884063721 9.0 +890.8668785629561 5828.21142578125 4.147943019866943 9.0 +890.8873130211723 5847.4677734375 4.14984130859375 9.0 +890.907747579382 5837.14501953125 4.1483893394470215 9.0 +890.9281819371317 5836.19873046875 4.148205280303955 9.0 +890.9486163948823 5839.9482421875 4.1483845710754395 9.0 +890.9690509521606 5842.41943359375 4.148926258087158 9.0 +890.9894853094447 5837.2978515625 4.148221969604492 9.0 +891.0099197664968 5837.3935546875 4.147924423217773 9.0 +891.0303543235423 5837.1171875 4.147445201873779 9.0 +891.0507886801279 5839.0986328125 4.148573875427246 9.0 +891.071223136707 5840.50927734375 4.148216724395752 9.0 +891.0916576928284 5836.75634765625 4.147858142852783 9.0 +891.1120921489492 5834.298828125 4.1480231285095215 9.0 +891.1325266050626 5837.01220703125 4.14838981628418 9.0 +891.1529610607176 5831.3310546875 4.147330284118652 9.0 +891.1938299715548 5829.98291015625 4.147643566131592 9.0 +891.2142644267442 5831.73095703125 4.146713733673096 9.0 +891.2346988817008 5833.0546875 4.147487640380859 9.0 +891.2551333364172 5837.2294921875 4.147756099700928 9.0 +891.2755677911409 5834.4921875 4.147485256195068 9.0 +891.2960021453982 5842.9384765625 4.148721694946289 9.0 +891.3164366996498 5836.1611328125 4.147005558013916 9.0 +891.3573057074682 5839.92041015625 4.147858619689941 9.0 +891.418609067674 5833.47119140625 4.147492408752441 9.0 +891.4390434207598 5825.39697265625 4.146785259246826 9.0 +891.4594778736209 5830.97705078125 4.1473388671875 9.0 +891.4799124262499 5834.65966796875 4.147519111633301 9.0 +891.5003467786373 5831.29443359375 4.147151947021484 9.0 +891.5412157831961 5838.041015625 4.147794723510742 9.0 +891.561650134885 5830.6455078125 4.1469502449035645 9.0 +891.5820845865819 5836.28662109375 4.147224426269531 9.0 +891.6025191382796 5835.0927734375 4.147561073303223 9.0 +891.6229535895036 5831.29150390625 4.146975994110107 9.0 +891.643388040502 5830.533203125 4.146694183349609 9.0 +891.6638224915005 5834.375 4.147458553314209 9.0 +891.6842569422588 5828.78857421875 4.146917819976807 9.0 +891.7046913927916 5827.69873046875 4.1468939781188965 9.0 +891.7251258430915 5839.74658203125 4.147660732269287 9.0 +891.7455602931514 5830.60009765625 4.147083282470703 9.0 +891.7659947432185 5831.95556640625 4.146476745605469 9.0 +891.7864291930528 5825.0 4.145284652709961 9.0 +891.8068636424141 5832.94287109375 4.145776748657227 9.0 +891.8477325411513 5838.92236328125 4.14729642868042 9.0 +891.868166990047 5834.54296875 4.146731853485107 9.0 +891.8886014387172 5831.212890625 4.145798683166504 9.0 +891.9499047840218 5836.41357421875 4.14570951461792 9.0 +891.9703392319934 5831.47900390625 4.144956111907959 9.0 +891.9907737797257 5845.697265625 4.147237777709961 9.0 +892.0112081274638 5826.37939453125 4.145901203155518 9.0 +892.0316425747369 5832.40380859375 4.1454901695251465 9.0 +892.0520771220035 5829.11474609375 4.146401882171631 9.0 +892.0725114690431 5833.5458984375 4.145813941955566 9.0 +892.0929459158506 5843.84619140625 4.147180557250977 9.0 +892.1133804624187 5833.32080078125 4.145109176635742 9.0 +892.1338148089926 5834.505859375 4.1451849937438965 9.0 +892.1542492551016 5841.4775390625 4.145897388458252 9.0 +892.1746838012041 5835.3486328125 4.146102428436279 9.0 +892.1951182470802 5827.24365234375 4.1451921463012695 9.0 +892.2155526927236 5831.58056640625 4.145971298217773 9.0 +892.2359871381268 5830.302734375 4.146235942840576 9.0 +892.2564215835373 5833.447265625 4.1460065841674805 9.0 +892.2768561284756 5829.77734375 4.145723819732666 9.0 +892.2972904734197 5841.857421875 4.146510124206543 9.0 +892.3177249181317 5844.38232421875 4.1464338302612305 9.0 +892.3381594626044 5847.06787109375 4.146704196929932 9.0 +892.35859380685 5841.85693359375 4.146338939666748 9.0 +892.3790282508635 5828.67626953125 4.145015239715576 9.0 +892.3994627948705 5836.3212890625 4.145384788513184 9.0 +892.4198971384176 5827.53857421875 4.145056247711182 9.0 +892.4607660252805 5846.9072265625 4.147000312805176 9.0 +892.4812004683554 5844.4033203125 4.146604537963867 9.0 +892.5016350112055 5841.3701171875 4.146046161651611 9.0 +892.5425037964305 5833.24169921875 4.143514633178711 9.0 +892.562938338815 5847.92138671875 4.146152973175049 9.0 +892.6038071228759 5841.732421875 4.14628267288208 9.0 +892.6242416645619 5848.146484375 4.146373748779297 9.0 +892.6446760060062 5836.5107421875 4.14465856552124 9.0 +892.6651104472257 5843.09765625 4.144896030426025 9.0 +892.685544988446 5849.3515625 4.146833419799805 9.0 +892.7059794294255 5837.1044921875 4.145371437072754 9.0 +892.7264137701786 5840.2353515625 4.146320819854736 9.0 +892.7468483107004 5835.841796875 4.145038604736328 9.0 +892.7672827509814 5839.2490234375 4.145655155181885 9.0 +892.7877171910368 5834.28857421875 4.14458703994751 9.0 +892.8081516310922 5838.26123046875 4.145076274871826 9.0 +892.8285860706746 5840.3095703125 4.145366191864014 9.0 +892.8490206102651 5835.97119140625 4.144466400146484 9.0 +892.8898893887381 5836.78466796875 4.145118713378906 9.0 +892.9103239276301 5836.16796875 4.145816326141357 9.0 +892.9307582662877 5831.60302734375 4.144753456115723 9.0 +892.9511927049389 5838.83203125 4.144649982452393 9.0 +892.9716272433652 5836.87060546875 4.145251274108887 9.0 +892.9920615813244 5838.56982421875 4.1460957527160645 9.0 +893.0124961192778 5839.10205078125 4.1453752517700195 9.0 +893.0329305570049 5834.66552734375 4.1440534591674805 9.0 +893.0533648944984 5829.7578125 4.143625259399414 9.0 +893.0737994319861 5829.14453125 4.144315242767334 9.0 +893.0942338690147 5829.65673828125 4.144151210784912 9.0 +893.1146683060433 5830.87060546875 4.145354747772217 9.0 +893.1351027428318 5830.666015625 4.145186424255371 9.0 +893.1555371793947 5837.412109375 4.14422082901001 9.0 +893.1759716157248 5826.58447265625 4.144333362579346 9.0 +893.1964060518148 5827.3134765625 4.144510746002197 9.0 +893.2168404876793 5834.83984375 4.144079685211182 9.0 +893.237274823543 5839.11083984375 4.146076202392578 9.0 +893.2577093589352 5825.04736328125 4.144228458404541 9.0 +893.278143794334 5837.39599609375 4.145658016204834 9.0 +893.2985782295 5837.94482421875 4.146278381347656 9.0 +893.3394470991261 5829.6142578125 4.1451191902160645 9.0 +893.3598816335871 5832.75634765625 4.1449713706970215 9.0 +893.3803159680538 5836.8984375 4.145013332366943 9.0 +893.4007504020556 5834.18701171875 4.144646167755127 9.0 +893.4211849360581 5834.98974609375 4.145012855529785 9.0 +893.4416192698191 5835.77783203125 4.145426273345947 9.0 +893.4620537033552 5835.91845703125 4.145771026611328 9.0 +893.482488236652 5839.25048828125 4.145303249359131 9.0 +893.5029225697217 5832.0439453125 4.144497871398926 9.0 +893.5233570025594 5835.8388671875 4.145017623901367 9.0 +893.5437915353905 5828.44482421875 4.144115447998047 9.0 +893.5642258679945 5836.82861328125 4.145163059234619 9.0 +893.5846604001345 5833.02490234375 4.143988132476807 9.0 +893.6050948322663 5841.1416015625 4.14484977722168 9.0 +893.6255291641719 5843.0908203125 4.145362854003906 9.0 +893.6868325587202 5831.05712890625 4.144642353057861 9.0 +893.707266989928 5833.509765625 4.144321918487549 9.0 +893.7481358514051 5834.42578125 4.144657611846924 9.0 +893.7685702819144 5841.35595703125 4.145723819732666 9.0 +893.7890047121837 5839.36572265625 4.144714832305908 9.0 +893.8094391422273 5838.12939453125 4.143503665924072 9.0 +893.829873572271 5835.9482421875 4.143662452697754 9.0 +893.8503080018418 5840.84130859375 4.143357753753662 9.0 +893.8707425314205 5831.7470703125 4.143229007720947 9.0 +893.891176860765 5833.185546875 4.143790245056152 9.0 +893.9116112896372 5834.95458984375 4.142934322357178 9.0 +893.9320458185175 5841.80908203125 4.1431355476379395 9.0 +893.9524801471634 5846.9013671875 4.144885063171387 9.0 +893.9729145758029 5840.0126953125 4.143146514892578 9.0 +893.9933491039847 5842.04541015625 4.143561363220215 9.0 +894.0137834319321 5837.37841796875 4.142750263214111 9.0 +894.034217859873 5834.78076171875 4.142909049987793 9.0 +894.0750867150709 5826.77734375 4.141323566436768 9.0 +894.0955211420805 5845.1533203125 4.1434149742126465 9.0 +894.1363899961143 5841.42041015625 4.144376754760742 9.0 +894.156824522659 5830.92138671875 4.143492698669434 9.0 +894.1772589492102 5836.62646484375 4.144237041473389 9.0 +894.1976933752958 5831.259765625 4.143537998199463 9.0 +894.2181278013741 5829.921875 4.144196510314941 9.0 +894.2385622272268 5839.0205078125 4.144250869750977 9.0 +894.2589966528467 5835.5576171875 4.1431474685668945 9.0 +894.2998655033807 5843.041015625 4.142863750457764 9.0 +894.3202999283021 5853.4072265625 4.144448757171631 9.0 +894.3407344529842 5842.6474609375 4.142967224121094 9.0 +894.361168777672 5836.45849609375 4.143123149871826 9.0 +894.3816032021277 5836.70654296875 4.144201755523682 9.0 +894.4020377261113 5840.54736328125 4.145143032073975 9.0 +894.4224720501006 5837.5166015625 4.14456033706665 9.0 +894.4429065738514 5834.017578125 4.143517971038818 9.0 +894.4633409973758 5841.8671875 4.143014430999756 9.0 +894.4837753208994 5842.74462890625 4.144372940063477 9.0 +894.504209843959 5835.80712890625 4.142868995666504 9.0 +894.5246441667769 5846.76513671875 4.145247459411621 9.0 +894.5450785896028 5835.630859375 4.144010543823242 9.0 +894.5655131121894 5844.740234375 4.145850658416748 9.0 +894.5859474345489 5838.73193359375 4.145503044128418 9.0 +894.6063818564435 5833.44873046875 4.14422082901001 9.0 +894.6268163783388 5825.68115234375 4.144113063812256 9.0 +894.6472507002254 5830.48974609375 4.143728256225586 9.0 +894.6676851216544 5839.34814453125 4.144437789916992 9.0 +894.688119642844 5838.236328125 4.143697261810303 9.0 +894.7085540640401 5833.6640625 4.143446445465088 9.0 +894.7289884847705 5851.802734375 4.145835876464844 9.0 +894.749422905501 5834.822265625 4.1443023681640625 9.0 +894.7698573259913 5839.4326171875 4.143557071685791 9.0 +894.7902917462561 5831.8583984375 4.141868591308594 9.0 +894.8311605860799 5834.83154296875 4.143531799316406 9.0 +894.8515950056462 5838.64208984375 4.144060134887695 9.0 +894.8720294252125 5842.50927734375 4.1449360847473145 9.0 +894.9128983634073 5840.4033203125 4.143621921539307 9.0 +894.9333326820342 5842.814453125 4.1448187828063965 9.0 +894.9537671006692 5844.27197265625 4.144735336303711 9.0 +894.9742016190721 5837.1513671875 4.1437883377075195 9.0 +894.9946359372407 5835.4404296875 4.143155097961426 9.0 +895.0150704551706 5842.466796875 4.1443257331848145 9.0 +895.0355048728743 5844.50537109375 4.142711639404297 9.0 +895.0559391905699 5844.67529296875 4.143211841583252 9.0 +895.0968081250467 5842.3330078125 4.139677047729492 9.0 +895.1172424418182 5851.5322265625 4.143091678619385 9.0 +895.137676958584 5844.3095703125 4.1440205574035645 9.0 +895.1581113751236 5840.0888671875 4.13920259475708 9.0 +895.1785456914222 5838.08935546875 4.139013767242432 9.0 +895.1989802074968 5849.45751953125 4.140507221221924 9.0 +895.219414523337 5841.51708984375 4.140437602996826 9.0 +895.2398490389387 5842.83349609375 4.140102863311768 9.0 +895.2602834545469 5836.87060546875 4.14025354385376 9.0 +895.2807178696894 5834.0263671875 4.139698505401611 9.0 +895.3011522848246 5839.1826171875 4.140775680541992 9.0 +895.3215866997343 5845.5078125 4.141420364379883 9.0 +895.3420211141784 5846.3125 4.141809463500977 9.0 +895.3624556286159 5838.70849609375 4.139598846435547 9.0 +895.3828899428263 5844.24951171875 4.1410112380981445 9.0 +895.4033243568047 5838.03125 4.140181541442871 9.0 +895.4237588705437 5846.93505859375 4.141411781311035 9.0 +895.4441931842885 5838.6904296875 4.1401472091674805 9.0 +895.4646275975683 5837.34912109375 4.140743732452393 9.0 +895.4850621106089 5846.46240234375 4.140923500061035 9.0 +895.5054964236551 5848.62255859375 4.141561031341553 9.0 +895.5259309364701 5837.61083984375 4.139892578125 9.0 +895.5463653488114 5852.0 4.1399760246276855 9.0 +895.5667996611592 5853.55322265625 4.1417131423950195 9.0 +895.5872341732756 5848.7138671875 4.1401495933532715 9.0 +895.6076685851513 5843.12548828125 4.139710426330566 9.0 +895.6281028968006 5845.48876953125 4.1404290199279785 9.0 +895.6485374084514 5841.19140625 4.14082670211792 9.0 +895.6689718196285 5848.14990234375 4.141352653503418 9.0 +895.6894061305793 5843.81640625 4.1406569480896 9.0 +895.7098406415316 5847.25439453125 4.141040802001953 9.0 +895.7302750522431 5841.32470703125 4.140416145324707 9.0 +895.7507094624962 5847.1865234375 4.141253471374512 9.0 +895.7711438727492 5842.4189453125 4.141330242156982 9.0 +895.7915782827622 5845.39208984375 4.1408843994140625 9.0 +895.8324471021042 5855.4619140625 4.141839504241943 9.0 +895.8528815114187 5846.60400390625 4.142116546630859 9.0 +895.8733159207404 5847.2373046875 4.140903949737549 9.0 +895.9141847382125 5853.81005859375 4.142171859741211 9.0 +895.9346192468365 5841.16015625 4.140649318695068 9.0 +895.9550535552262 5851.5654296875 4.140607833862305 9.0 +895.9754879631437 5854.22509765625 4.141382217407227 9.0 +896.0367911862122 5840.3955078125 4.140437126159668 9.0 +896.0572256934392 5851.19580078125 4.140408039093018 9.0 +896.0776600004319 5850.19970703125 4.141800880432129 9.0 +896.098094507186 5845.83740234375 4.141526222229004 9.0 +896.1185289139466 5839.56787109375 4.141300678253174 9.0 +896.1389632202336 5851.611328125 4.142520904541016 9.0 +896.1593977265293 5843.43310546875 4.141287803649902 9.0 +896.1798321323586 5850.4716796875 4.141124248504639 9.0 +896.220700943777 5850.2685546875 4.140461444854736 9.0 +896.2411353489078 5853.26220703125 4.140860080718994 9.0 +896.2615697540314 5855.0419921875 4.141617774963379 9.0 +896.2820041589293 5851.8994140625 4.141513824462891 9.0 +896.3024385638273 5851.65869140625 4.140088081359863 9.0 +896.3228730682531 5858.669921875 4.140959739685059 9.0 +896.3433074724526 5853.4345703125 4.140532970428467 9.0 +896.3637417764185 5850.599609375 4.140902519226074 9.0 +896.3841762803786 5856.49365234375 4.1416015625 9.0 +896.4046106838796 5859.43017578125 4.141421318054199 9.0 +896.4250449873798 5864.41748046875 4.1417317390441895 9.0 +896.4454794904086 5856.70751953125 4.140753746032715 9.0 +896.4659137934432 5846.9560546875 4.140763282775879 9.0 +896.4863481962457 5852.51708984375 4.141966819763184 9.0 +896.5272170011449 5845.21484375 4.141695022583008 9.0 +896.5476514032489 5851.99853515625 4.142031192779541 9.0 +896.5680859051135 5852.05712890625 4.142723083496094 9.0 +896.5885202067511 5855.62255859375 4.142776966094971 9.0 +896.6089547083902 5855.181640625 4.142572402954102 9.0 +896.6293891095556 5856.28515625 4.142873764038086 9.0 +896.6498234107275 5857.7744140625 4.1415181159973145 9.0 +896.6702579114353 5861.08544921875 4.1419572830200195 9.0 +896.6906923121351 5850.85498046875 4.140640735626221 9.0 +896.7111266123757 5852.79443359375 4.140960216522217 9.0 +896.7315611126178 5848.5771484375 4.141086101531982 9.0 +896.751995512619 5852.69384765625 4.142585754394531 9.0 +896.7928643119376 5853.99462890625 4.142411231994629 9.0 +896.8132987112403 5854.169921875 4.143224239349365 9.0 +896.8337331103176 5857.67138671875 4.142219066619873 9.0 +896.8541675091619 5860.46875 4.144001007080078 9.0 +896.874601907999 5850.57275390625 4.142210006713867 9.0 +896.8950364063785 5854.63720703125 4.1428656578063965 9.0 +896.9154708045244 5859.658203125 4.142903804779053 9.0 +896.9359051026622 5854.638671875 4.1427483558654785 9.0 +896.956339600576 5849.4931640625 4.141903400421143 9.0 +896.9767739980161 5860.25732421875 4.142922401428223 9.0 +896.9972082954628 5863.40576171875 4.1429924964904785 9.0 +897.0176427926781 5858.6396484375 4.142317771911621 9.0 +897.0380771896598 5872.43701171875 4.144413471221924 9.0 +897.0585114864007 5862.77294921875 4.143404483795166 9.0 +897.0789459829175 5857.39501953125 4.14300537109375 9.0 +897.0993803791935 5858.7470703125 4.142335414886475 9.0 +897.1198146752431 5850.83642578125 4.142216205596924 9.0 +897.1402491710614 5852.9599609375 4.142769813537598 9.0 +897.1606835666462 5862.34716796875 4.143510341644287 9.0 +897.1811179622237 5858.4404296875 4.142455101013184 9.0 +897.2015523573427 5859.50341796875 4.14277982711792 9.0 +897.2219866522282 5867.2099609375 4.1439642906188965 9.0 +897.242421147108 5863.89892578125 4.143571376800537 9.0 +897.2628555417614 5863.470703125 4.142960071563721 9.0 +897.2832899359491 5863.4658203125 4.14337158203125 9.0 +897.3037243301296 5856.990234375 4.143432140350342 9.0 +897.3241587240846 5861.5498046875 4.1422038078308105 9.0 +897.3445931177994 5855.06640625 4.142248630523682 9.0 +897.3650275112886 5862.45849609375 4.143073081970215 9.0 +897.3854619045451 5865.37890625 4.144103050231934 9.0 +897.4058962975687 5866.92529296875 4.143382549285889 9.0 +897.426330790353 5866.6103515625 4.144021987915039 9.0 +897.4467650829101 5852.064453125 4.141395568847656 9.0 +897.4671995752287 5858.89453125 4.14243221282959 9.0 +897.4876339675538 5863.86865234375 4.143528461456299 9.0 +897.5080682594125 5862.7021484375 4.142574310302734 9.0 +897.5489371426593 5859.68408203125 4.142766952514648 9.0 +897.5693714340523 5861.8291015625 4.143033504486084 9.0 +897.5898059249739 5853.2119140625 4.142833709716797 9.0 +897.610240315902 5860.47607421875 4.143007755279541 9.0 +897.6306746065966 5859.13134765625 4.143373012542725 9.0 +897.6511090970525 5865.4677734375 4.143767356872559 9.0 +897.6715434870493 5868.02197265625 4.143606185913086 9.0 +897.6919779770469 5867.43701171875 4.14456033706665 9.0 +897.7124122668029 5869.5712890625 4.1431355476379395 9.0 +897.7328466565668 5861.677734375 4.142986297607422 9.0 +897.7532810458652 5859.60546875 4.142827987670898 9.0 +897.7737154349234 5865.990234375 4.143433570861816 9.0 +897.794149823756 5867.1025390625 4.142816066741943 9.0 +897.8145842123558 5856.8837890625 4.141106128692627 9.0 +897.8350186009484 5879.49365234375 4.144049644470215 9.0 +897.8963217648779 5868.06396484375 4.144102573394775 9.0 +897.9167561525464 5874.57568359375 4.14437198638916 9.0 +897.9371905397493 5862.14892578125 4.1431965827941895 9.0 +897.9576249269448 5864.64794921875 4.143163204193115 9.0 +897.9780594139156 5858.67578125 4.14287805557251 9.0 +897.99849380042 5872.365234375 4.143324851989746 9.0 +898.0189280869163 5871.11279296875 4.142778396606445 9.0 +898.0393625731886 5870.2041015625 4.142793655395508 9.0 +898.0802312450251 5865.39453125 4.1424994468688965 9.0 +898.1006657305988 5860.02783203125 4.142345428466797 9.0 +898.121100115939 5866.2744140625 4.143768787384033 9.0 +898.1415344010384 5865.87939453125 4.1436614990234375 9.0 +898.1619688859137 5868.7373046875 4.143167018890381 9.0 +898.1824032707882 5863.83349609375 4.143138408660889 9.0 +898.202837555189 5869.46875 4.14383602142334 9.0 +898.2845751909554 5868.2978515625 4.143128871917725 9.0 +898.3254440574383 5872.85107421875 4.143800258636475 9.0 +898.3458785404509 5878.9111328125 4.144316673278809 9.0 +898.3663129229899 5874.70361328125 4.143767833709717 9.0 +898.3867474055369 5871.89013671875 4.143893241882324 9.0 +898.4071817878503 5863.75927734375 4.143129348754883 9.0 +898.4684849331534 5869.734375 4.143332004547119 9.0 +898.4889192145274 5877.44482421875 4.144294261932373 9.0 +898.5297880765938 5874.73193359375 4.143891334533691 9.0 +898.5502225575037 5875.5810546875 4.144052982330322 9.0 +898.5706568379537 5868.052734375 4.142999172210693 9.0 +898.5910911181709 5868.20166015625 4.143456935882568 9.0 +898.6319599779017 5873.91455078125 4.144196510314941 9.0 +898.6523942576532 5876.05859375 4.143677711486816 9.0 +898.6728287369333 5876.85791015625 4.143324375152588 9.0 +898.6932631159871 5875.68017578125 4.1426472663879395 9.0 +898.7136973950401 5880.9853515625 4.143889904022217 9.0 +898.7341318736217 5879.025390625 4.143890380859375 9.0 +898.7545662522098 5889.4306640625 4.145377159118652 9.0 +898.7750005303315 5871.32666015625 4.143233776092529 9.0 +898.7954350084474 5871.01806640625 4.143477916717529 9.0 +898.815869386337 5867.373046875 4.1431193351745605 9.0 +898.8363038637544 5870.8720703125 4.14319372177124 9.0 +898.8567381411776 5871.50927734375 4.143701076507568 9.0 +898.8771725183688 5872.43359375 4.143445014953613 9.0 +898.8976069953205 5886.046875 4.144384860992432 9.0 +898.918041372046 5867.712890625 4.142675399780273 9.0 +898.938475648305 5882.89599609375 4.144027233123779 9.0 +898.9589101245583 5881.08544921875 4.143937587738037 9.0 +898.9793445005853 5883.31494140625 4.144157886505127 9.0 +898.9997787763787 5881.1943359375 4.144400596618652 9.0 +899.0202132519335 5876.865234375 4.143033504486084 9.0 +899.0406476272619 5881.0546875 4.143013954162598 9.0 +899.0610819025896 5881.11962890625 4.143413066864014 9.0 +899.081516377446 5887.70361328125 4.143678665161133 9.0 +899.1019507520759 5882.36669921875 4.143367290496826 9.0 +899.1223852264739 5878.26171875 4.14362096786499 9.0 +899.1428195006301 5878.95654296875 4.143551826477051 9.0 +899.1632538747945 5872.07373046875 4.143409252166748 9.0 +899.1836883484939 5869.5048828125 4.143044948577881 9.0 +899.2041226219517 5869.38427734375 4.143601417541504 9.0 +899.2245569954175 5868.505859375 4.143528938293457 9.0 +899.2449913684177 5860.98779296875 4.142651081085205 9.0 +899.2654257411778 5872.33935546875 4.144128322601318 9.0 +899.2858601139451 5866.96533203125 4.143337726593018 9.0 +899.3062944862468 5872.87646484375 4.143405437469482 9.0 +899.3267288585412 5867.48193359375 4.142674922943115 9.0 +899.3471632303772 5868.9814453125 4.1424241065979 9.0 +899.3675976022132 5867.908203125 4.142140865325928 9.0 +899.3880319738091 5878.59326171875 4.143651485443115 9.0 +899.4084664449474 5876.58642578125 4.143581867218018 9.0 +899.4289008160849 5873.4794921875 4.143372058868408 9.0 +899.4493350869816 5866.26806640625 4.142535209655762 9.0 +899.4697695574214 5870.7421875 4.143045425415039 9.0 +899.4902039278604 5871.22509765625 4.14317512512207 9.0 +899.5106381980586 5876.75244140625 4.143459796905518 9.0 +899.5310726680327 5879.42822265625 4.1436991691589355 9.0 +899.5719413072729 5878.126953125 4.142674922943115 9.0 +899.5923757763157 5867.04150390625 4.1425347328186035 9.0 +899.6128101453578 5865.91015625 4.142336368560791 9.0 +899.633244414159 5861.4951171875 4.142213821411133 9.0 +899.6536788827361 5867.755859375 4.1429219245910645 9.0 +899.6741132510797 5863.7685546875 4.142333507537842 9.0 +899.6945477191839 5870.640625 4.142910480499268 9.0 +899.7354163549389 5868.89697265625 4.1422600746154785 9.0 +899.7558508223447 5869.95703125 4.1418070793151855 9.0 +899.7762850895233 5869.3505859375 4.141996383666992 9.0 +899.7967194564699 5872.9453125 4.142588138580322 9.0 +899.8171539231771 5867.93603515625 4.141693592071533 9.0 +899.8375881896573 5868.568359375 4.142228126525879 9.0 +899.8988913879293 5874.8154296875 4.142268180847168 9.0 +899.9601943841044 5866.29150390625 4.141679286956787 9.0 +900.0010632138001 5865.7158203125 4.141128063201904 9.0 +900.0214974781848 5874.8310546875 4.141959190368652 9.0 +900.0419319423381 5867.49658203125 4.141237258911133 9.0 +900.0623663064835 5867.6591796875 4.141209602355957 9.0 +900.0828005701696 5873.14208984375 4.14180850982666 9.0 +900.1032350338501 5871.9140625 4.141715049743652 9.0 +900.1236693970714 5869.73974609375 4.1416707038879395 9.0 +900.1441036602919 5861.4345703125 4.141969680786133 9.0 +900.1645381230483 5867.3251953125 4.141747951507568 9.0 +900.1849724857966 5851.53662109375 4.139998435974121 9.0 +900.2054069480873 5861.1552734375 4.141361713409424 9.0 +900.2258412103693 5855.53564453125 4.14076042175293 9.0 +900.2462755721936 5862.59130859375 4.141111373901367 9.0 +900.2667100340186 5863.17578125 4.141163349151611 9.0 +900.2871442956093 5857.1259765625 4.139953136444092 9.0 +900.3075786567279 5863.79150390625 4.141139507293701 9.0 +900.3280131178544 5862.9052734375 4.14064359664917 9.0 +900.3484473785065 5856.0966796875 4.140515327453613 9.0 +900.3688817391667 5855.2275390625 4.139819145202637 9.0 +900.3893161995948 5859.62841796875 4.140430927276611 9.0 +900.4097504595557 5854.3251953125 4.14024543762207 9.0 +900.43018481951 5856.00341796875 4.1398773193359375 9.0 +900.4710536387283 5848.65478515625 4.139174461364746 9.0 +900.4914879977587 5862.3388671875 4.140275001525879 9.0 +900.511922356789 5865.49658203125 4.14072322845459 9.0 +900.5323567155792 5856.18115234375 4.1393842697143555 9.0 +900.5527910741439 5856.43896484375 4.139803886413574 9.0 +900.5732254322429 5850.357421875 4.139115333557129 9.0 +900.5936597903346 5861.1982421875 4.139692783355713 9.0 +900.6140941482008 5858.04541015625 4.1400628089904785 9.0 +900.6345285058342 5854.078125 4.139474391937256 9.0 +900.6549627632339 5862.20068359375 4.140415191650391 9.0 +900.6753972201623 5857.16064453125 4.1393723487854 9.0 +900.6958315770971 5860.203125 4.139770030975342 9.0 +900.7162658337911 5854.2109375 4.139094352722168 9.0 +900.7367002902611 5853.759765625 4.138854026794434 9.0 +900.7571346464974 5859.84912109375 4.139389514923096 9.0 +900.7775691024945 5860.6953125 4.13962459564209 9.0 +900.7980033582644 5850.3017578125 4.138232707977295 9.0 +900.8184377135694 5854.43994140625 4.138916492462158 9.0 +900.838872168868 5838.3056640625 4.136978626251221 9.0 +900.8797407787788 5851.49169921875 4.138576984405518 9.0 +900.9001752333788 5852.63525390625 4.138041019439697 9.0 +900.9206094877518 5843.224609375 4.1376953125 9.0 +900.9410438418927 5846.66796875 4.137449741363525 9.0 +900.9614782957942 5853.45556640625 4.138037204742432 9.0 +900.9819126494695 5856.87939453125 4.138038158416748 9.0 +901.0023469026783 5846.78125 4.137002944946289 9.0 +901.0227813558813 5851.06103515625 4.136948585510254 9.0 +901.043215708858 5844.77587890625 4.136776924133301 9.0 +901.0636500615947 5848.15673828125 4.136595726013184 9.0 +901.0840844141057 5851.9892578125 4.137278079986572 9.0 +901.1249532184229 5850.25 4.136735439300537 9.0 +901.1453874702347 5853.15625 4.137192726135254 9.0 +901.1658218218145 5840.8505859375 4.136110305786133 9.0 +901.1862562731549 5855.1943359375 4.137054920196533 9.0 +901.2271248751495 5840.9658203125 4.135720729827881 9.0 +901.2475593255585 5843.59228515625 4.136014461517334 9.0 +901.2679935759734 5846.1669921875 4.136568069458008 9.0 +901.2884279261561 5840.22802734375 4.135565280914307 9.0 +901.3088622760988 5846.88720703125 4.135819435119629 9.0 +901.3292966258159 5837.11669921875 4.135595798492432 9.0 +901.349731075301 5841.70849609375 4.135934829711914 9.0 +901.3701653245516 5836.5126953125 4.135750770568848 9.0 +901.390599673563 5845.90380859375 4.136488437652588 9.0 +901.4110341223495 5837.07177734375 4.135521411895752 9.0 +901.4314683708944 5833.416015625 4.13529634475708 9.0 +901.4723371670698 5840.86572265625 4.135777473449707 9.0 +901.492771514917 5831.45263671875 4.134833812713623 9.0 +901.5132057625378 5834.5966796875 4.134805679321289 9.0 +901.5336402099274 5830.62109375 4.134751319885254 9.0 +901.5540745570761 5836.45947265625 4.134525775909424 9.0 +901.5745088039985 5834.3671875 4.134512424468994 9.0 +901.6153775969069 5832.79150390625 4.134612083435059 9.0 +901.6358120431323 5837.72900390625 4.134437561035156 9.0 +901.6562462891234 5840.1181640625 4.134912967681885 9.0 +901.6766806348751 5827.841796875 4.133602142333984 9.0 +901.697115080402 5835.81884765625 4.1341657638549805 9.0 +901.7175493256946 5829.5810546875 4.133618354797363 9.0 +901.737983670515 5831.27392578125 4.134105682373047 9.0 +901.7584181153434 5840.93896484375 4.13450813293457 9.0 +901.7788523599374 5843.60302734375 4.135330677032471 9.0 +901.7992867042922 5836.572265625 4.134348392486572 9.0 +901.8197211481893 5827.9404296875 4.132938385009766 9.0 +901.8401553920849 5838.01025390625 4.134562969207764 9.0 +901.8605897357411 5828.86181640625 4.133481025695801 9.0 +901.8810241791725 5826.97119140625 4.13314151763916 9.0 +901.9014584221368 5835.1953125 4.133544445037842 9.0 +901.9218928650953 5827.29248046875 4.132386207580566 9.0 +901.9423271078267 5834.8115234375 4.133256912231445 9.0 +901.962761550094 5829.67236328125 4.132328033447266 9.0 +901.9831958923533 5834.25732421875 4.133020401000977 9.0 +902.003630234387 5833.1484375 4.133323669433594 9.0 +902.0240644759542 5833.0048828125 4.133149147033691 9.0 +902.0444989175157 5828.19384765625 4.132779598236084 9.0 +902.0649332586181 5831.9130859375 4.1326680183410645 9.0 +902.0853674997197 5836.67431640625 4.133542537689209 9.0 +902.1058019405828 5840.083984375 4.133609771728516 9.0 +902.1262362809866 5821.96728515625 4.131380558013916 9.0 +902.1466705213898 5826.62060546875 4.132577419281006 9.0 +902.1671049613215 5823.4052734375 4.130970001220703 9.0 +902.1875393012597 5830.75341796875 4.132888317108154 9.0 +902.207973740733 5824.8232421875 4.132585525512695 9.0 +902.2284079801975 5832.318359375 4.13292932510376 9.0 +902.2488423192044 5820.34912109375 4.131392478942871 9.0 +902.2692767582048 5832.1650390625 4.132141590118408 9.0 +902.2897109967453 5836.48974609375 4.132340908050537 9.0 +902.3101453350537 5832.52587890625 4.131985664367676 9.0 +902.3305797733628 5825.236328125 4.13065767288208 9.0 +902.3510140111975 5829.41455078125 4.132043838500977 9.0 +902.3714483488075 5829.27734375 4.131627082824707 9.0 +902.4123170235544 5821.09521484375 4.130890846252441 9.0 +902.4327514604665 5824.86279296875 4.131197929382324 9.0 +902.453185797378 5826.10498046875 4.130721569061279 9.0 +902.4940544700294 5829.27294921875 4.130729675292969 9.0 +902.5144888060022 5836.07373046875 4.1316046714782715 9.0 +902.5349231417495 5829.298828125 4.130712032318115 9.0 +902.5553574774967 5827.3037109375 4.1303324699401855 9.0 +902.5757918127783 5815.115234375 4.129177570343018 9.0 +902.5962261478198 5824.4501953125 4.1293439865112305 9.0 +902.6370948172116 5834.30712890625 4.130256652832031 9.0 +902.6575291515619 5819.35498046875 4.12883186340332 9.0 +902.6779634856794 5831.01904296875 4.130338191986084 9.0 +902.698397819564 5821.0849609375 4.129229545593262 9.0 +902.7188322532093 5814.0458984375 4.128427982330322 9.0 +902.7392664866275 5820.3076171875 4.128759384155273 9.0 +902.7597008198063 5826.94677734375 4.1296610832214355 9.0 +902.7801352527604 5827.2236328125 4.129482746124268 9.0 +902.8005694854801 5821.4306640625 4.128877639770508 9.0 +902.8210038177349 5819.970703125 4.128620624542236 9.0 +902.8414382499832 5810.0185546875 4.127939701080322 9.0 +902.8618724820044 5813.95068359375 4.127767086029053 9.0 +902.8823068137863 5826.87451171875 4.129570484161377 9.0 +902.9027412451105 5824.61865234375 4.128230094909668 9.0 +902.9231754764332 5819.037109375 4.128063678741455 9.0 +902.9436098075239 5825.51416015625 4.128258228302002 9.0 +902.9640442381424 5832.44287109375 4.129125595092773 9.0 +902.9844785687674 5819.09228515625 4.128158092498779 9.0 +903.0049128991523 5821.6044921875 4.1282639503479 9.0 +903.0457815590053 5824.26416015625 4.128314971923828 9.0 +903.0662158884588 5820.62939453125 4.127532482147217 9.0 +903.1070845469148 5814.6103515625 4.126554012298584 9.0 +903.1275189756707 5820.62109375 4.127397060394287 9.0 +903.1479532044323 5819.15185546875 4.127563953399658 9.0 +903.168387532729 5815.32958984375 4.126833915710449 9.0 +903.1888219607863 5819.20849609375 4.127621173858643 9.0 +903.2092561888494 5819.3095703125 4.12783145904541 9.0 +903.2296905164476 5817.64697265625 4.128135681152344 9.0 +903.2501249438064 5820.31689453125 4.1278581619262695 9.0 +903.2705591709382 5814.80810546875 4.12692403793335 9.0 +903.2909935978387 5819.50634765625 4.127202987670898 9.0 +903.3114279244983 5820.923828125 4.127127647399902 9.0 +903.3318621509316 5821.34716796875 4.12681770324707 9.0 +903.3522965771335 5822.8359375 4.126453876495361 9.0 +903.3727308030939 5821.251953125 4.126217842102051 9.0 +903.3931651288294 5823.1640625 4.126488208770752 9.0 +903.4135995543329 5815.8193359375 4.12556266784668 9.0 +903.4340337795948 5836.4677734375 4.126929759979248 9.0 +903.4544681046318 5819.90625 4.1261887550354 9.0 +903.4749025294295 5819.38037109375 4.124704837799072 9.0 +903.4953367540002 5819.88623046875 4.125503063201904 9.0 +903.5362055022124 5817.7626953125 4.125767230987549 9.0 +903.556639826078 5825.59228515625 4.126492500305176 9.0 +903.5975084728852 5821.42578125 4.126133441925049 9.0 +903.6179427958268 5823.623046875 4.125039577484131 9.0 +903.6383771187684 5817.9423828125 4.125488758087158 9.0 +903.6588114412443 5818.888671875 4.124790191650391 9.0 +903.679245763713 5821.416015625 4.124969005584717 9.0 +903.699680185724 5816.68896484375 4.124982833862305 9.0 +903.7201144074934 5812.39404296875 4.123860836029053 9.0 +903.7405487292708 5810.97900390625 4.123969554901123 9.0 +903.7609831505833 5821.35009765625 4.124286651611328 9.0 +903.7814173716615 5822.84033203125 4.124403953552246 9.0 +903.8018516925003 5820.24609375 4.125539779663086 9.0 +903.8222861131144 5810.998046875 4.123820781707764 9.0 +903.8631547536352 5811.705078125 4.124183654785156 9.0 +903.88358907355 5822.974609375 4.123399257659912 9.0 +903.9040232932311 5826.73388671875 4.124969482421875 9.0 +903.9244577126738 5829.89111328125 4.124783992767334 9.0 +903.94489203189 5826.8603515625 4.124253749847412 9.0 +903.9653263508662 5827.56982421875 4.124608993530273 9.0 +903.9857606696169 5831.4541015625 4.124679088592529 9.0 +904.0061948879011 5827.7333984375 4.124279499053955 9.0 +904.0266293061795 5832.73876953125 4.125977516174316 9.0 +904.0470636242317 5820.59033203125 4.123894214630127 9.0 +904.0674979418181 5822.73876953125 4.123839378356934 9.0 +904.0879321593966 5823.9755859375 4.124898433685303 9.0 +904.1083665765182 5814.74755859375 4.123273849487305 9.0 +904.128800893639 5820.26953125 4.124179840087891 9.0 +904.1492352102869 5829.6513671875 4.124579906463623 9.0 +904.1696695267092 5824.1904296875 4.123741626739502 9.0 +904.1901038431315 5829.103515625 4.123937129974365 9.0 +904.2105382590817 5831.93017578125 4.124223232269287 9.0 +904.2309724748047 5829.3330078125 4.123320579528809 9.0 +904.2514067902957 5823.72509765625 4.1230974197387695 9.0 +904.2718412055474 5825.28466796875 4.122363567352295 9.0 +904.3127097353645 5830.23193359375 4.123278617858887 9.0 +904.3331441499176 5829.77783203125 4.124034404754639 9.0 +904.3535783642437 5840.35009765625 4.124382019042969 9.0 +904.3740126783377 5832.0263671875 4.123154640197754 9.0 +904.3944470921924 5832.49365234375 4.123984336853027 9.0 +904.41488130582 5827.84619140625 4.121768474578857 9.0 +904.4353157189835 5837.15380859375 4.123989105224609 9.0 +904.4761842448352 5833.462890625 4.123290061950684 9.0 +904.5170529697571 5824.33203125 4.122908115386963 9.0 +904.5374872819884 5830.69677734375 4.122740268707275 9.0 +904.5783559052798 5837.26708984375 4.12284517288208 9.0 +904.5987902168126 5836.587890625 4.122380256652832 9.0 +904.6600931493085 5834.5986328125 4.122237682342529 9.0 +904.6805275596707 5832.6044921875 4.122135639190674 9.0 +904.7009617698059 5831.4384765625 4.12257194519043 9.0 +904.7213961797097 5839.27392578125 4.122175693511963 9.0 +904.7622646988093 5840.47314453125 4.1226630210876465 9.0 +904.7826991077818 5834.2431640625 4.122710704803467 9.0 +904.8031333167528 5839.57373046875 4.123006820678711 9.0 +904.8235676254844 5836.53662109375 4.121890544891357 9.0 +904.8440020337584 5833.38330078125 4.121752738952637 9.0 +904.8644362420309 5849.24169921875 4.1249589920043945 9.0 +904.8848705498312 5842.4990234375 4.123100757598877 9.0 +904.9053049576396 5841.396484375 4.122658729553223 9.0 +904.9257391649808 5847.8056640625 4.1230998039245605 9.0 +904.9461734720826 5833.35498046875 4.121610641479492 9.0 +904.9666078789596 5840.9560546875 4.121856689453125 9.0 +904.9870420858351 5835.57080078125 4.120639801025391 9.0 +905.0074764922392 5845.48876953125 4.121120929718018 9.0 +905.027910798417 5840.8642578125 4.121163368225098 9.0 +905.0483451043547 5844.55322265625 4.121781826019287 9.0 +905.068779409834 5851.30078125 4.1217498779296875 9.0 +905.0892137153132 5840.7685546875 4.121327877044678 9.0 +905.1096480205597 5849.59765625 4.1223835945129395 9.0 +905.130082325566 5848.19091796875 4.122127056121826 9.0 +905.150516630114 5851.51123046875 4.12198543548584 9.0 +905.1913853387377 5847.78662109375 4.121969699859619 9.0 +905.2118195428193 5843.55419921875 4.121702194213867 9.0 +905.2322538464359 5840.7939453125 4.120302677154541 9.0 +905.252688250046 5843.6259765625 4.121304512023926 9.0 +905.2731224531963 5838.318359375 4.120189189910889 9.0 +905.2935568561079 5843.1337890625 4.12172269821167 9.0 +905.3139911587932 5845.712890625 4.12109899520874 9.0 +905.3344253612449 5847.4775390625 4.120069980621338 9.0 +905.3548597634581 5854.23974609375 4.121942520141602 9.0 +905.3752939654441 5854.95166015625 4.12116003036499 9.0 +905.3957282671981 5858.22021484375 4.12227725982666 9.0 +905.4365968697675 5852.455078125 4.121291160583496 9.0 +905.457031170823 5848.07763671875 4.120551586151123 9.0 +905.4774655716392 5854.93017578125 4.121452331542969 9.0 +905.4978997719954 5855.8212890625 4.120553493499756 9.0 +905.5387684722373 5862.615234375 4.121237754821777 9.0 +905.5592027718958 5858.04345703125 4.119906902313232 9.0 +905.5796370713215 5856.4404296875 4.11980676651001 9.0 +905.6000713707399 5860.44287109375 4.11984920501709 9.0 +905.6205056696999 5854.82763671875 4.11994743347168 9.0 +905.6409399684271 5869.318359375 4.121586799621582 9.0 +905.6613742669142 5866.24609375 4.119980335235596 9.0 +905.6818085649429 5862.916015625 4.119813919067383 9.0 +905.7022429629724 5855.408203125 4.119110107421875 9.0 +905.7226771607602 5855.3623046875 4.119117259979248 9.0 +905.7431114583233 5863.63427734375 4.119894027709961 9.0 +905.7635458554214 5867.2041015625 4.1199517250061035 9.0 +905.7839800525107 5867.841796875 4.119955539703369 9.0 +905.8044143491425 5862.43798828125 4.119598388671875 9.0 +905.824848745775 5863.95458984375 4.118742942810059 9.0 +905.845282941933 5870.349609375 4.119640827178955 9.0 +905.865717337867 5867.27099609375 4.119102478027344 9.0 +905.8861516335674 5868.67822265625 4.119019031524658 9.0 +905.9065858290269 5864.173828125 4.119871616363525 9.0 +905.9270202242624 5861.61572265625 4.119407653808594 9.0 diff --git a/homework/JosephWeller/final/Joseph_Weller_final.ipynb b/homework/JosephWeller/final/Joseph_Weller_final.ipynb new file mode 100644 index 0000000..5de9df9 --- /dev/null +++ b/homework/JosephWeller/final/Joseph_Weller_final.ipynb @@ -0,0 +1,2240 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "41a1e6d8", + "metadata": {}, + "source": [ + "# ASTR 596: The Final\n", + "\n", + "#### Three questions, each worth a third of your grade. (I'll make one 34 pts to get to an even 100). Each is designed to test an area where I think the class as a whole is less comfortable. They are sorted by my assesment of difficulty from easiest to hardest. \n", + "#### i.e. the last is probably going to be non-trivial, because well I like Gaussian distributions of grades. \n", + "#### That's OK because the points and grades don't matter!\n", + "\n", + "#### Remember, you can work together, discuss problems and solutions, but you have to write up your own solution. I'd strongly suggest doing that, ideally with some divide and conquer strategy." + ] + }, + { + "cell_type": "markdown", + "id": "79307740", + "metadata": {}, + "source": [ + "### Q1. Using unsupervised learning to work with galaxies\n", + "\n", + "The following query will select 20k likely galaxies from the SDSS database and return the results of that query into an `astropy Table`. (For now, if you are not familiar with the SDSS DB schema, don't worry about this query, just know that it returns a bunch of photometric features.)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "514b12be", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Table length=20000\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
uggrgigzpetroRad_ipetroR50_ideVAB_ifracDev_i
float64float64float64float64float64float64float64float64
1.1217081.396582.1306932.5359364.5191531.8724210.55996361.0
1.7928091.7685182.5241242.9073564.243831.6696960.91442051.0
1.894390.92323881.3392031.6791286.3784492.6134520.9149331.0
1.840790.89074131.2882631.593092.7177061.2175820.57734581.0
1.8234961.0988451.5729851.9218144.580211.8011690.5213511.0
2.2611221.5887932.135222.5427384.8162541.6605660.71400341.0
........................
1.9283831.3638152.0015472.5033233.7727881.6277430.39714931.0
1.5285630.74467371.1273331.4478687.0867163.2898430.68908830.6699128
0.95774460.30139920.40480610.50411036.0257082.1377990.36892740.8930099
1.9672681.8562132.5547313.041553.6310611.5075250.61382281.0
1.9497851.7005542.312092.6407014.7927442.0221570.79037081.0
2.3880391.637352.2031822.652888.8784993.1919830.89177661.0
0.25396920.78594021.0396191.6051274.5419272.2126930.48061790.7055653
" + ], + "text/plain": [ + "\n", + " ug gr gi gz ... petroR50_i deVAB_i fracDev_i\n", + " float64 float64 float64 float64 ... float64 float64 float64 \n", + "--------- --------- --------- --------- ... ---------- --------- ---------\n", + " 1.121708 1.39658 2.130693 2.535936 ... 1.872421 0.5599636 1.0\n", + " 1.792809 1.768518 2.524124 2.907356 ... 1.669696 0.9144205 1.0\n", + " 1.89439 0.9232388 1.339203 1.679128 ... 2.613452 0.914933 1.0\n", + " 1.84079 0.8907413 1.288263 1.59309 ... 1.217582 0.5773458 1.0\n", + " 1.823496 1.098845 1.572985 1.921814 ... 1.801169 0.521351 1.0\n", + " 2.261122 1.588793 2.13522 2.542738 ... 1.660566 0.7140034 1.0\n", + " ... ... ... ... ... ... ... ...\n", + " 1.928383 1.363815 2.001547 2.503323 ... 1.627743 0.3971493 1.0\n", + " 1.528563 0.7446737 1.127333 1.447868 ... 3.289843 0.6890883 0.6699128\n", + "0.9577446 0.3013992 0.4048061 0.5041103 ... 2.137799 0.3689274 0.8930099\n", + " 1.967268 1.856213 2.554731 3.04155 ... 1.507525 0.6138228 1.0\n", + " 1.949785 1.700554 2.31209 2.640701 ... 2.022157 0.7903708 1.0\n", + " 2.388039 1.63735 2.203182 2.65288 ... 3.191983 0.8917766 1.0\n", + "0.2539692 0.7859402 1.039619 1.605127 ... 2.212693 0.4806179 0.7055653" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#%matplotlib notebook\n", + "#%pylab\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from astroquery.sdss import SDSS # enables direct queries to the SDSS database\n", + "import seaborn as sns\n", + "import scipy.stats as st\n", + "import numpy as np\n", + "\n", + "GALquery = \"\"\"SELECT TOP 20000 \n", + " p.dered_u - p.dered_g as ug, p.dered_g - p.dered_r as gr, \n", + " p.dered_g - p.dered_i as gi, p.dered_g - p.dered_z as gz, \n", + " p.petroRad_i, p.petroR50_i, p.deVAB_i, p.fracDev_i\n", + " FROM PhotoObjAll AS p JOIN specObjAll s ON s.bestobjid = p.objid\n", + " WHERE p.mode = 1 AND s.sciencePrimary = 1 AND p.clean = 1 AND p.type = 3\n", + " AND p.deVAB_i > -999 AND p.petroRad_i > -999 AND p.petroR50_i > -999 AND p.dered_r < 20\n", + " \"\"\"\n", + "SDSSgals = SDSS.query_sql(GALquery)\n", + "SDSSgals" + ] + }, + { + "cell_type": "markdown", + "id": "ec24dbbb", + "metadata": {}, + "source": [ + "### 1a - Visualize the dataset in g-i (y) vs u-g (x) and all the features (11 pts). \n", + "\n", + "The bluest galaxies are star-forming galaxies at low redshift 𝑧. The \"tight\" cluster of red galaxies are passive galaxies at low-𝑧. Finally the diffuse cloud at 𝑔−𝑖≈3 are high-𝑧 luminous red galaxies (LRGs) that were targeted for BAO measurements. These sources have a wide range of 𝑢−𝑔 colors because they essentially are not detected in the 𝑢 band as this is blueward of the Lyman break.\n", + "\n", + "Plot and examine each of the features in this data set using seaborn's `PairGrid`. Overlay a histogram and kernel density distribution (KDE) on each 1D and 2D plot. You should be able to roughly see the different groups of galaxies, but how to separate them?" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6b644e8e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "8.200843672408606\n", + "7.477805998584472\n", + "9.446118340786928\n", + "11.02377760053202\n", + "24.758137533069075\n", + "9.785241359236803\n", + "3.2298659829399674\n", + "1.2200911870947813\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "SDSSgals_pd = SDSSgals.to_pandas()\n", + "#print(np.min(SDSSgals_pd['ug']))\n", + "\n", + "label_list = ['ug', 'gr', 'gi', 'gz', 'petroRad_i', 'petroR50_i', 'deVAB_i', 'fracDev_i']\n", + "\n", + "SDSSgals_pd = SDSSgals_pd[SDSSgals_pd[label_list]> -1000]\n", + "SDSSgals_pd = SDSSgals_pd[SDSSgals_pd['petroRad_i']< 30]\n", + "SDSSgals_pd = SDSSgals_pd[SDSSgals_pd['petroR50_i']< 10]\n", + "SDSSgals_pd = SDSSgals_pd[SDSSgals_pd['gr']< 2.5]\n", + "SDSSgals_pd = SDSSgals_pd[SDSSgals_pd['gr']> -0.5]\n", + "SDSSgals_pd = SDSSgals_pd[SDSSgals_pd['gi']< 4.0]\n", + "SDSSgals_pd = SDSSgals_pd[SDSSgals_pd['gz']< 4.0]\n", + "SDSSgals_pd = SDSSgals_pd[SDSSgals_pd['ug']< 8.0]\n", + "#print(SDSSgals_pd)\n", + "for columns in SDSSgals_pd.columns:\n", + " #print(label)\n", + " SDSSgals_pd = SDSSgals_pd[SDSSgals_pd[columns].notna()]\n", + " MAD = 15 *st.median_abs_deviation(SDSSgals_pd[columns], scale='normal', axis=None)\n", + " print(MAD)\n", + " #MAD = 5 * st.median_abs_deviation(Train_clean[label], nan_policy='omit')\n", + " #print(MAD)\n", + " gal_clean = SDSSgals_pd[abs(SDSSgals_pd[columns] - np.mean(SDSSgals_pd[columns]) )< MAD]\n", + "\n", + "#print(gal_clean)\n", + "plt.scatter(gal_clean['ug'], gal_clean['gi'], alpha=0.1)\n", + "plt.xlabel('u-g')\n", + "plt.ylabel('g-i')\n", + "plt.title('g-i vs u-g')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "5543b45b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = sns.PairGrid(gal_clean, diag_sharey=False)\n", + "g.map_diag(sns.histplot)\n", + "g.map_lower(sns.histplot)\n", + "g.map_lower(sns.kdeplot)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a29aa459", + "metadata": {}, + "source": [ + "### 1b - Separating the galaxy types (11 pts) \n", + "\n", + "Using K-means from `sklearn` with n=3, separate the three clusters of galaxies. Initial guesses, hyper-paramter tuning, dimensionality reduction etc are your choices. What's important is to be able to justify them. To the referee, to me, to yourself. We'll do that in the next part. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6454c9f6", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/josephweller/anaconda3/envs/fds/lib/python3.10/site-packages/sklearn/cluster/_kmeans.py:870: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sklearn.cluster import KMeans\n", + "from sklearn import preprocessing\n", + "\n", + "n_clusters = 3\n", + "\n", + "scaler = preprocessing.StandardScaler()\n", + "clf = KMeans(n_clusters)\n", + "gal_scal = scaler.fit_transform(gal_clean)\n", + "\n", + "\n", + "kmeans = KMeans(n_clusters=n_clusters)\n", + "kmeans.fit(gal_scal)\n", + "labels = kmeans.labels_\n", + "#print(max(labels))\n", + "#print(labels)\n", + "gal_clean['label'] = labels\n", + "color = [f'C{i}' for i in labels]\n", + "plt.scatter(gal_scal[:,0], gal_scal[:,2], color=color, alpha=0.25)\n", + "ax = plt.gca()\n", + "\n", + "ax.set_ylim([-4, 5])\n", + "ax.set_xlim([-5, 6])\n", + "ax.set_xlabel('u-g', fontsize='xx-large')\n", + "ax.set_ylabel('g-i', fontsize='xx-large')\n", + "ax.set_title('kmeans', fontsize='xx-large');" + ] + }, + { + "cell_type": "markdown", + "id": "27e13fb7", + "metadata": {}, + "source": [ + "### 1c - Working with the distributions (11 pts)\n", + "Repeat 1a, but using the results of K-means in 1b to create separately colored distributions for your different classes of galaxies. Use the KDE to provide the mean values of each feature and their standard deviation (hint - these are integrals), and compare them to the sample means and standard deviations. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "702bcc1b", + "metadata": {}, + "outputs": [], + "source": [ + "g1 = gal_clean[gal_clean['label']==0]\n", + "g2 = gal_clean[gal_clean['label']==1]\n", + "g3 = gal_clean[gal_clean['label']==2]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "66d56999", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = sns.PairGrid(gal_clean, hue='label', diag_sharey=False)\n", + "g.map_diag(sns.histplot)\n", + "g.map_lower(sns.histplot)\n", + "g.map_lower(sns.kdeplot)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "95ddec48", + "metadata": {}, + "outputs": [], + "source": [ + "#https://stackoverflow.com/questions/63307440/how-to-plot-a-mean-line-on-a-kdeplot-between-0-and-the-y-value-of-the-mean\n", + "g1_means = []\n", + "g2_means = []\n", + "g3_means = []\n", + "g1_std = []\n", + "g2_std = []\n", + "g3_std = []\n", + "sample_means = []\n", + "sample_std = []\n", + "test_mean = []\n", + "for label in label_list:\n", + " '''\n", + " ax = sns.kdeplot(g1[label], shade=False, color='crimson')\n", + " kdeline = ax.lines[0]\n", + " xs = kdeline.get_xdata()\n", + " ys = kdeline.get_ydata()\n", + " mean = np.sum(xs*ys)/len(xs)\n", + " test_mean.append(mean)\n", + " #std \n", + " '''\n", + " g1_means.append(np.mean(g1[label]))\n", + " g1_std.append(np.std(g1[label]))\n", + " g2_means.append(np.mean(g2[label]))\n", + " g2_std.append(np.std(g2[label]))\n", + " g3_means.append(np.mean(g3[label]))\n", + " g3_std.append(np.std(g3[label]))\n", + " sample_means.append(np.mean(gal_clean[label]))\n", + " sample_std.append(np.std(gal_clean[label]))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f315a568", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "table of means:\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
uggrgigzpetroRad_ipetroR50_ideVAB_ifracDev_i
group 12.4625751.6589062.3550862.7559624.1226021.7073250.7107690.901247
group 21.3308780.6204760.9662851.1837446.9595333.0988270.5827530.278587
group 31.7112590.9350171.3660831.682754.3203831.8732270.6603360.865627
total_sample1.8765721.106471.6073451.9292834.8718852.1042590.6592350.740117
\n", + "" + ], + "text/plain": [ + " ug gr gi gz petroRad_i petroR50_i \\\n", + "group 1 2.462575 1.658906 2.355086 2.755962 4.122602 1.707325 \n", + "group 2 1.330878 0.620476 0.966285 1.183744 6.959533 3.098827 \n", + "group 3 1.711259 0.935017 1.366083 1.68275 4.320383 1.873227 \n", + "total_sample 1.876572 1.10647 1.607345 1.929283 4.871885 2.104259 \n", + "\n", + " deVAB_i fracDev_i \n", + "group 1 0.710769 0.901247 \n", + "group 2 0.582753 0.278587 \n", + "group 3 0.660336 0.865627 \n", + "total_sample 0.659235 0.740117 " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame(columns=label_list, index=['group 1','group 2','group 3', 'total_sample'])\n", + "df.loc['group 1'] = g1_means\n", + "df.loc['group 2'] = g2_means\n", + "df.loc['group 3'] = g3_means\n", + "df.loc['total_sample'] = sample_means\n", + "#df.loc['test_mean'] = test_mean\n", + "print('table of means:')\n", + "df\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "12f8a56d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "table of std:\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
uggrgigzpetroRad_ipetroR50_ideVAB_ifracDev_i
group 11.1539970.1743930.2508590.2927131.7978610.5207650.1799410.193804
group 20.3639680.2163190.3049050.4040723.5645251.3636960.2256810.302049
group 30.4429090.2051750.2595760.3204151.5609730.5877380.2076710.215257
total_sample0.8738320.4588060.6183780.7062432.5404880.9915220.2087740.345432
\n", + "
" + ], + "text/plain": [ + " ug gr gi gz petroRad_i petroR50_i \\\n", + "group 1 1.153997 0.174393 0.250859 0.292713 1.797861 0.520765 \n", + "group 2 0.363968 0.216319 0.304905 0.404072 3.564525 1.363696 \n", + "group 3 0.442909 0.205175 0.259576 0.320415 1.560973 0.587738 \n", + "total_sample 0.873832 0.458806 0.618378 0.706243 2.540488 0.991522 \n", + "\n", + " deVAB_i fracDev_i \n", + "group 1 0.179941 0.193804 \n", + "group 2 0.225681 0.302049 \n", + "group 3 0.207671 0.215257 \n", + "total_sample 0.208774 0.345432 " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = pd.DataFrame(columns=label_list, index=['group 1','group 2','group 3', 'total_sample'])\n", + "df2.loc['group 1'] = g1_std\n", + "df2.loc['group 2'] = g2_std\n", + "df2.loc['group 3'] = g3_std\n", + "df2.loc['total_sample'] = sample_std\n", + "print('table of std:')\n", + "df2" + ] + }, + { + "cell_type": "markdown", + "id": "6cbb410b", + "metadata": {}, + "source": [ + "### Q2. Gaussian Processes + Emcee\n", + "\n", + "There are many sources with periodic light curves that are not strictly sinusoidal. Thus, the use of the cosine kernel (on its own) may not be sufficient to model the signal. The quasi-periodic kernel: \n", + "\n", + "$$K_{ij} = k(x_i - x_j) = A \\exp \\left(-\\Gamma \\sin^2\\left[\\frac{\\pi}{P} \\left|x_i - x_j\\right|\\right]\\right)$$\n", + "\n", + "is useful for non-sinusoidal signals. It is implemented in the `george` package. Note that the parameters in the kernel aren't the only parameters you might need... look back on your previous homework assignments and think about what I'm glossing over here. \n", + "\n", + "I've given you an example light curve file with a decidedly non-sinusoidal, periodic signal from the ASAS-SN project from our colleagues at OSU. " + ] + }, + { + "cell_type": "markdown", + "id": "09209dcd", + "metadata": {}, + "source": [ + "### 2a - Implement the model (11 pts)\n", + "\n", + "Examine this data, filter it as you see fit (I've included the file header in full - I'd pick one aperture, and look at the grades and notes about separate datasets). You can make tradeoffs here - more data that is potentially messier, vs less data so weaker constraints, but cleaner. Pick something that you can justify (and if you're struggling at 2c, examine this choice before twiddling with emcee). \n", + "\n", + "Write down a model for it with the likelihood function, an appropriate prior and posterior.\n", + "\n", + "You may wish to look at the `george` documentation again, particularly how some parameters are better log transformed if the expectation is that they are positive real values. \n", + "\n", + "https://george.readthedocs.io/en/latest/tutorials/model/" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "a2652f3f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from astropy.table import Table\n", + "\n", + "# note the first data entry has MAG_0 and MAG_1 switched\n", + "\n", + "data = Table.read('asas_data.dat', comment='#', format='ascii',\n", + " names = ['HJD' , 'MAG_0', 'MAG_1', 'MAG_2', 'MAG_3', 'MAG_4', 'MER_0', 'MER_1', 'MER_2',\n", + " 'MER_3', 'MER_4', 'GRADE', 'FRAME'])\n", + "#data = data[data['GRADE'] == 'A']\n", + "\n", + "# For some very stupid reason if I read in with astropy.table, gp.compute(t_gp) throws and error about the \n", + "# covarnace matrix having a negative value\n", + "# For some equally stupid reason, reading in with pandas solves this issue\n", + "\n", + "#names = ['HJD' , 'MAG_0', 'MAG_1', 'MAG_2', 'MAG_3', 'MAG_4', 'MER_0', 'MER_1', 'MER_2',\n", + "# 'MER_3', 'MER_4', 'GRADE', 'FRAME']\n", + "\n", + "#data = pd.read_csv('asas_data.dat', sep='\\s+', names=names, nrows=227, comment='#')\n", + "data = data.to_pandas()\n", + "data = data[data['GRADE'] == 'A']\n", + "\n", + "#grade A is the best data so I will choose to use these values\n", + "\n", + "plt.scatter(data['HJD'], data['MAG_0'], label='Mag_0')\n", + "plt.scatter(data['HJD'], data['MAG_1'], label='Mag_1')\n", + "plt.scatter(data['HJD'], data['MAG_2'], label='Mag_2')\n", + "plt.scatter(data['HJD'], data['MAG_3'], label='Mag_3')\n", + "plt.scatter(data['HJD'], data['MAG_4'], label='Mag_4')\n", + "plt.xlabel('HJD')\n", + "plt.ylabel('Mag')\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "# need to remove duplicate time values\n", + "#test_array = np.array([0,1, 45])\n", + "#vals, counts = np.unique(test_array, return_counts=True)\n", + "#mode = np.argmax(counts)\n", + "#print(mode)\n", + "#print(vals[mode])\n", + "\n", + "#mode = 10\n", + "#while mode !=0:\n", + "# vals, counts = np.unique(data['HJD'], return_counts=True)\n", + "# mode = np.argmax(counts)\n", + "# print(mode)\n", + "# print(vals[mode])\n", + "\n", + "# data = data[np.where(data['HJD'] != vals[mode])]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "89c73663", + "metadata": {}, + "outputs": [], + "source": [ + "#vals, counts = np.unique(data['HJD'], return_counts=True)\n", + "#mode = np.argmax(counts)\n", + "#print(mode)\n", + "#print(vals[mode])\n", + "\n", + "#data = data[np.where(data['HJD'] != vals[mode])]" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "de7705b3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.scatter(data['HJD'], data['MAG_0'], label='Mag_0')\n", + "plt.scatter(data['HJD'], data['MAG_1'], label='Mag_1')\n", + "plt.scatter(data['HJD'], data['MAG_2'], label='Mag_2')\n", + "plt.scatter(data['HJD'], data['MAG_3'], label='Mag_3')\n", + "plt.scatter(data['HJD'], data['MAG_4'], label='Mag_4')\n", + "plt.xlabel('HJD')\n", + "plt.ylabel('Mag')\n", + "plt.xlim([2500, 3000])\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "58f04887", + "metadata": {}, + "source": [ + "The amplitude appears to be around 0.5, the period appears to be fairly fast but likely less than 50 days" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "d1014a85", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "plt.scatter(data['HJD'], data['MAG_2'], label='Mag_2')\n", + "\n", + "plt.xlabel('HJD')\n", + "plt.ylabel('Mag')\n", + "plt.xlim([2500, 3000])\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c6a54765", + "metadata": {}, + "source": [ + "periods must be fairly short to produce oscillations this fast, correlation and therefore gamma is likely high because of this" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "0c783b11", + "metadata": {}, + "outputs": [], + "source": [ + "from george import kernels\n", + "\n", + "def kernel_q2(A, gamma, period):\n", + " kernel_func = A*kernels.ExpSine2Kernel(gamma=gamma, log_period=period)\n", + " return kernel_func" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "ba9feb22", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11.976506572295246\n", + "0.292933217260868\n" + ] + } + ], + "source": [ + "from george.modeling import Model\n", + "\n", + "#Mag_all = np.array([data['MAG_0'], data['MAG_1'], data['MAG_2'], data['MAG_3'], data['MAG_4']])\n", + "#model_mean = (1/5)*(np.mean(data['MAG_0'])+np.mean(data['MAG_1'])+np.mean(data['MAG_2'])+np.mean(data['MAG_3'])+np.mean(data['MAG_4']))\n", + "\n", + "# Lets fit on MAG_2 since columns aren't shuffled like they are for MAG_0 and MAG_1\n", + "model_mean = np.mean(data['MAG_2'])\n", + "print(model_mean)\n", + "\n", + "model_std = np.std(data['MAG_2'])\n", + "print(model_std)" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "313e51ee", + "metadata": {}, + "outputs": [], + "source": [ + "class mean_Model(Model):\n", + " parameter_names = (\"m\")\n", + "\n", + " def get_value(self, t):\n", + " t.flatten()\n", + " return np.repeat(self.m, len(t))" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "72bf22e7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# need to create a gaussian process model by fitting on the kernel with some of the data\n", + "import george\n", + "\n", + "Mag = data['MAG_2']\n", + "Merr = data['MER_2']\n", + "time = data['HJD']\n", + "Mag_cond = Mag[::10]\n", + "Merr_cond = Merr[::10]\n", + "time_cond = time[::10]\n", + "\n", + "# I messed with the below values until I got something that looked half nice\n", + "Kernel_fit = kernel_q2(0.5, 250, 5)\n", + "gp = george.GP(mean = mean_Model(model_mean), kernel = Kernel_fit)\n", + "\n", + "gp.compute(time_cond, Merr_cond)\n", + "t_predict = np.linspace(np.min(time), np.max(time), 300)\n", + "m_predict, cov = gp.predict(Mag_cond, t_predict, return_cov=True)\n", + "\n", + "#lets plot to see what this looks like\n", + "plt.scatter(time, Mag, label = 'raw data')\n", + "plt.scatter(time_cond, Mag_cond, label = 'data used for gaussian process')\n", + "plt.scatter(t_predict, m_predict, label = 'gaussian process predicted values')\n", + "plt.xlabel('HJD')\n", + "plt.ylabel('Mag')\n", + "plt.xlim([2500, 3000])\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "57f6a2bb", + "metadata": {}, + "outputs": [], + "source": [ + "# now we have to set up likelihood, priors, and a posterior\n", + "\n", + "def log_prior(var_list):\n", + " mean_val, A, gamma, period = var_list\n", + " logp_mean = np.log(st.norm.pdf(mean_val, loc=model_mean, scale=model_std))\n", + " #logp_A = np.log(st.norm.pdf(A, loc=0.5, scale=0.5))\n", + " if A > 0.001 and A < 50:\n", + " logp_A = np.log(1/(50-0.001))\n", + " else:\n", + " logp_A = -1*np.inf\n", + " if gamma > 0.1 and gamma < 500:\n", + " logp_gamma = np.log(1/(500-0.1))\n", + " else:\n", + " logp_gamma = -1*np.inf\n", + " \n", + " if period > np.log(0.001) and period < np.log(50):\n", + " logp_period = np.log(1/(np.log(50)-np.log(0.001)))\n", + " else:\n", + " logp_period = -1*np.inf\n", + " \n", + " logp = logp_mean + logp_A + logp_gamma + logp_period\n", + " return logp\n", + "\n", + "def log_likelihood(var_list):\n", + " #mean_val, A, gamma, period = var_list\n", + " #active_kernel = kernel_q2(A, gamma, period)\n", + " #gp = george.GP(mean=mean_val, kernel=active_kernel)\n", + " # not sure if compute should be on mag or mag_err\n", + " #gp.compute(time[::4], mag_err[::4])\n", + " gp.set_parameter_vector(var_list)\n", + " LogLike = gp.log_likelihood(np.array(Mag_cond), quiet=True)\n", + " return LogLike\n", + " \n", + "def log_posterior(var_list):\n", + " post = log_prior(var_list) + log_likelihood(var_list)\n", + " \n", + " return post" + ] + }, + { + "cell_type": "markdown", + "id": "9570e4b0", + "metadata": {}, + "source": [ + "### 2b - Initial Guesses (11 pts)\n", + "\n", + "Make some initial guess for the parameters. For the period, use Lomb-Scargle to find the top three periods for this light curve. Initialize 1/3rd of the walkers to each of the top three periods\n", + "\n", + "Do the burn in with `emcee` - a 100 walkers and a 1000 steps should be plenty - you should find that the walkers have migrated away from the starting guess. Plot the chains. \n", + "\n", + "Make a plot of the log of the Posterior vs the log of the Period - select the periods with the highest log Posterior and change the initial guess for the Period of all the walkers to be in a small region around the Period with the highest log Posterior. " + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "d38bc132", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.64606215 0.35661224 0.71052585]\n", + "[1.54783871 2.80416626 1.40740833]\n" + ] + } + ], + "source": [ + "from astropy.timeseries import LombScargle\n", + "from scipy.signal import find_peaks\n", + "\n", + "freq, power = LombScargle(data['HJD'], data['MAG_2']).autopower()\n", + "plt.plot(freq, power)\n", + "plt.title(\"Periodogram\")\n", + "plt.xlabel(\"Frequency\")\n", + "plt.ylabel(\"Power\")\n", + "plt.show()\n", + "\n", + "peaks, properties = find_peaks(power, distance = 100)\n", + "f_peaks = freq[peaks]\n", + "p_peaks = power[peaks]\n", + "sort = np.argsort(-1*p_peaks)\n", + "f_sort = f_peaks[sort] \n", + "print(f_sort[0:3])\n", + "period_best = 1/f_sort[0:3]\n", + "print(period_best)" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "id": "e679b6d8", + "metadata": {}, + "outputs": [], + "source": [ + "# mean, A, gamma, log_period\n", + "initial_guesses = [model_mean, 0.5, 250]\n", + "sigma = [0.5, 0.05, 10, 0.1]\n", + "\n", + "ndim = 4\n", + "nwalkers = 100\n", + "nburn = 1000\n", + "nsteps = 3000\n", + "\n", + "\n", + "time = data['HJD']\n", + "mag = data['MAG_2']\n", + "err = data['MER_2']\n", + "\n", + "input_guesses = []\n", + "for i in range(nwalkers):\n", + " input_guesses.append(np.array([initial_guesses[0], initial_guesses[1],initial_guesses[2], np.log(period_best[(i%3)])])+\n", + " sigma*np.random.randn(ndim))\n", + "input_guesses = np.array(input_guesses)\n", + "#print(input_guesses)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 158, + "id": "c8d62256", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/cd/fndjqcy97zn17y2c0b1hzt840000gn/T/ipykernel_1267/2769737084.py:5: RuntimeWarning: divide by zero encountered in log\n", + " logp_mean = np.log(st.norm.pdf(mean_val, loc=model_mean, scale=model_std))\n" + ] + } + ], + "source": [ + "import emcee\n", + "\n", + "sampler = emcee.EnsembleSampler(nwalkers, ndim, log_posterior)\n", + "state = sampler.run_mcmc(input_guesses, nsteps)\n", + "samples = sampler.get_chain(flat=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "id": "29055375", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "hist = plt.hist(samples[:,3], 150)\n", + "plt.title('Posterior histogram of log Period')\n", + "plt.xlabel('log Period')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 160, + "id": "b0e05db3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.7623469651931298\n" + ] + } + ], + "source": [ + "#print(hist)\n", + "max_index = np.argmax(hist[0])\n", + "best_Lperiod = hist[1][max_index]\n", + "print(best_Lperiod)" + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "id": "b4602208", + "metadata": {}, + "outputs": [], + "source": [ + "input_guesses[:,3] = best_Lperiod\n", + "input_guesses = input_guesses + sigma*np.random.randn(nwalkers, ndim)\n", + "\n", + "sampler.reset()\n", + "state = sampler.run_mcmc(input_guesses, nsteps)\n", + "samples = sampler.get_chain(flat=True)" + ] + }, + { + "cell_type": "markdown", + "id": "92c03291", + "metadata": {}, + "source": [ + "### 2c - Infer the model parameters (11 pts)\n", + "\n", + "Plot the chains, the corner plot, the folded lightcurve, the Gaussian process model given the median parameters, 10 other draws from the model and the uncertainty about the model. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "id": "f00d435c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAigAAAGxCAYAAABIjE2TAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAA1AElEQVR4nO3de3RU5aH//8+QywAhGQkxTCIR4wEvEMItXoIeDVcBETS2iHDwxqLHipyygJ8Krv7Afo+GYw+1qC21ShELnvi1gPAVSQ0CUb5AG4JoAEv5KQpoQloMmYTLJITn9weydUgImTDJ7GS/X2vNambvZ/Y8++k2+fBc9nYZY4wAAABspF24KwAAAHA+AgoAALAdAgoAALAdAgoAALAdAgoAALAdAgoAALAdAgoAALAdAgoAALAdAgoAALAdAgoAALAdAgoAALAdAgoAALAdAgqABq1Zs0bp6elyu926+uqrtWjRIs2fP18ul8sq85vf/Ea33XabEhMTFRMToz59+uj5559XTU1NwLGysrKUlpambdu2adCgQerQoYOuuuoqLV26VJK0bt06DRgwQB07dlSfPn2Ul5cX8Plz3/vpp5/qxz/+sTwej+Lj4zVz5kydPn1a+/bt08iRIxUbG6urrrpKzz//fMDnT506pVmzZqlfv37WZzMzM7VmzZpmaj0ATRUZ7goAsK+8vDxlZ2frtttu01tvvaXTp0/rv//7v3XkyJGAcp9//rkmTpyo1NRURUdH65NPPtGzzz6rv/3tb/rDH/4QULa0tFQPP/ywnnjiCXXr1k0vvfSSHnnkER06dEh/+tOfNHfuXHk8Hv3iF7/Q3XffrS+++ELJyckBxxg/frz+7d/+Tf/+7/+u/Px8Kwxt2LBBjz32mGbPnq0333xTTz75pHr06KHs7GxJkt/v17fffqvZs2friiuuUHV1tTZs2KDs7GwtXbpUDzzwQPM2KIDGMwBwATfccINJSUkxfr/f2lZZWWm6dOliLvTro7a21tTU1Jg33njDREREmG+//dbad/vttxtJZseOHda2o0ePmoiICNOhQwfz9ddfW9t37dplJJkXX3zR2jZv3jwjySxcuDDgO/v162ckmVWrVlnbampqzOWXX26ys7MveH6nT582NTU1ZsqUKaZ///6NaBEALYUhHgD1On78uHbs2KG7775b0dHR1vZOnTrprrvuCij78ccfa+zYserSpYsiIiIUFRWlBx54QLW1tfr73/8eUDYpKUkDBw603sfHxysxMVH9+vUL6Cm5/vrrJUlfffVVnbqNGTMm4P31118vl8ulUaNGWdsiIyPVo0ePOp9/++23dcstt6hTp06KjIxUVFSUlixZos8++6yxTQOgBRBQANSrvLxcxhh17dq1zr4fbjt48KD+9V//VV9//bUWLVqkjz76SIWFhfrNb34jSTp58mTAZ+Pj4+scLzo6us72c6Ho1KlTdcrXV7Zjx45q3759ne0//PyqVas0fvx4XXHFFVq+fLm2bdumwsJCPfLII/V+D4DwYQ4KgHp17txZLperznwT6ew8knPeeecdHT9+XKtWrVL37t2t7bt27WqJagZl+fLlSk1N1VtvvRUwydfv94exVgDqQw8KgHrFxMQoIyND77zzjqqrq63tVVVVevfdd6335/7Qu91ua5sxRq+++mrLVbaRXC6XoqOjA8JJaWkpq3gAGyKgALigX/ziF/r66691xx136J133tHKlSs1bNgwderUyfojP3z4cEVHR+v+++/X+vXrtXr1at1xxx0qLy8Pc+3rGjNmjPbt26fHHntMGzdu1LJly3TrrbcqKSkp3FUDcB4CCoALGjlypFauXKmjR4/qvvvu08yZM3XPPfdo3LhxuuyyyyRJ1113nVauXKny8nJlZ2dr+vTp6tevn1588cXwVr4eDz/8sBYsWKD169dr9OjR+q//+i899dRTmjhxYrirBuA8LmOMCXclALQeNTU16tevn6644gq9//774a4OgDaKSbIAGjRlyhQNHz5cSUlJKi0t1e9+9zt99tlnWrRoUbirBqANI6AAaFBlZaVmz56tf/zjH4qKitKAAQP03nvvadiwYeGuGoA2jCEeAABgO0ySBQAAtkNAAQAAtkNAAQAAttMqJ8meOXNG33zzjWJjYwPuCAkAAOzLGKPKykolJyerXbuG+0haZUD55ptvlJKSEu5qAACAJjh06JC6devWYJlWGVBiY2MlnT3BuLi4MNcGAAA0hs/nU0pKivV3vCGtMqCcG9aJi4sjoAAA0Mo0ZnoGk2QBAIDtEFAAAIDtEFAAAIDtEFAAAIDtEFAAAIDtEFAAAIDtEFAAAIDtEFAAAIDtEFAAAIDtXFJAycnJkcvl0owZMyRJNTU1evLJJ9WnTx/FxMQoOTlZDzzwgL755puAz2VlZcnlcgW8JkyYcClVAQAAbUiTA0phYaF+//vfKz093dp24sQJ7dy5Uz//+c+1c+dOrVq1Sn//+981duzYOp+fOnWqSkpKrNcrr7zS1KoAAIA2pknP4qmqqtKkSZP06quv6j//8z+t7R6PR/n5+QFlX3rpJd144406ePCgrrzySmt7x44d5fV6m1htAADQljUpoEybNk133nmnhg0bFhBQ6lNRUSGXy6XLLrssYPuKFSu0fPlyde3aVaNGjdK8efMu+HRDv98vv99vvff5fE2pNgAAjnXo2xNa/pevVH36TKPKJ3Rya9rgHs1cqwsLOqDk5uZq586dKiwsvGjZU6dO6amnntLEiRMDnjo8adIkpaamyuv1avfu3ZozZ44++eSTOr0v5+Tk5OiZZ54JtqoAAOA7L23cr/+943Cjy199eUzrCSiHDh3Sz372M73//vtq3759g2Vramo0YcIEnTlzRr/97W8D9k2dOtX6OS0tTT179lRGRoZ27typAQMG1DnWnDlzNHPmTOu9z+dTSkpKMFUHAMDRjp2okSRlXXu5eifHXaS01LljdHNXqUFBBZSioiKVlZVp4MCB1rba2lp9+OGHevnll+X3+xUREaGamhqNHz9eBw4c0MaNGwN6T+ozYMAARUVFaf/+/fUGFLfbLbfbHUxVAQDAD1TXnh3aGZOerB8N7Bbm2lxcUAFl6NChKi4uDtj28MMP67rrrtOTTz4ZEE7279+vTZs2qUuXLhc97p49e1RTU6OkpKTgag8AABrFX3M2oLgjW8ct0IIKKLGxsUpLSwvYFhMToy5duigtLU2nT5/Wj370I+3cuVPvvvuuamtrVVpaKkmKj49XdHS0Pv/8c61YsUKjR49WQkKC9u7dq1mzZql///665ZZbQndmAAC0gC/+UaV3Pv5ap8+YcFelQQf+eVySFN0WA8rFHD58WGvXrpUk9evXL2Dfpk2blJWVpejoaH3wwQdatGiRqqqqlJKSojvvvFPz5s1TREREKKsDAECze+69v2nDZ0fCXY1Gu6xDVLir0CiXHFA2b95s/XzVVVfJmIYTZEpKigoKCi71awEAsIWKk9WSpKHXJap7l5gw16ZhyZe1V8ZV8eGuRqOEtAcFAACnqak9+w/zCTdeqeG9uoa5Nm1H6xiIAgDApmq+Wx0TGeEKc03aFgIKAACX4PR3PSjREfxJDSVaEwCAS1Bz5rselHb0oIQSc1AAIAyMMfqspFLHq0+Huyq4RMf9Z/8/jKQHJaQIKAAQBm/+9aCeXr073NVACLWWG6C1FgQUAAiDL7+7aZanQ5S6xIT3mSe4dFdf3knXemPDXY02hYACAGE04cYUzRl1fbirAdgO/VEAEAYXuacl4HgEFAAIg3P5xCVWfgD1IaAAQBic60FxkU+AehFQACAMzHd9KOQToH4EFAAIA3pQgIYRUAAgjJiDAtSPgAIAAGyHgAIAYWC+G+NhiAeoHwEFAMLg+2XGAOpDQAGAMLBu1EYXClAvAgoAhAHLjIGGEVAAIAxYZgw0jIACAABsh4ACAGHAs3iAhhFQACAMGOIBGkZAAYCwYJIs0BACCgCEAT0oQMMIKAAQBtZ9UADUi4ACAGHkogsFqBcBBQDCwIguFKAhBBQACAPmoAANI6AAQBhwHxSgYQQUAAgDelCAhhFQACAMmIMCNIyAAgDhcK4HJby1AGyLgAIAYcQQD1A/AgoAhAGTZIGGXVJAycnJkcvl0owZM6xtxhjNnz9fycnJ6tChg7KysrRnz56Az/n9fk2fPl0JCQmKiYnR2LFjdfjw4UupCgC0Kua7WbL0oAD1a3JAKSws1O9//3ulp6cHbH/++ef1q1/9Si+//LIKCwvl9Xo1fPhwVVZWWmVmzJih1atXKzc3V1u2bFFVVZXGjBmj2trapp8JALQiTJEFGtakgFJVVaVJkybp1VdfVefOna3txhj9+te/1tNPP63s7GylpaVp2bJlOnHihN58801JUkVFhZYsWaKFCxdq2LBh6t+/v5YvX67i4mJt2LAhNGcFADbHs3iAhjUpoEybNk133nmnhg0bFrD9wIEDKi0t1YgRI6xtbrdbt99+u7Zu3SpJKioqUk1NTUCZ5ORkpaWlWWXO5/f75fP5Al4A0JpZc1AY4wHqFRnsB3Jzc7Vz504VFhbW2VdaWipJ6tq1a8D2rl276quvvrLKREdHB/S8nCtz7vPny8nJ0TPPPBNsVQHA9ognQP2C6kE5dOiQfvazn2n58uVq3779Bcud/y8CY8xF/5XQUJk5c+aooqLCeh06dCiYagOA7TBJFmhYUAGlqKhIZWVlGjhwoCIjIxUZGamCggK9+OKLioyMtHpOzu8JKSsrs/Z5vV5VV1ervLz8gmXO53a7FRcXF/ACgNbs+2XGAOoTVEAZOnSoiouLtWvXLuuVkZGhSZMmadeuXbr66qvl9XqVn59vfaa6uloFBQUaNGiQJGngwIGKiooKKFNSUqLdu3dbZQCgzbOexUNEAeoT1ByU2NhYpaWlBWyLiYlRly5drO0zZszQc889p549e6pnz5567rnn1LFjR02cOFGS5PF4NGXKFM2aNUtdunRRfHy8Zs+erT59+tSZdAsAbRXP4gEaFvQk2Yt54okndPLkST322GMqLy/XTTfdpPfff1+xsbFWmRdeeEGRkZEaP368Tp48qaFDh+r1119XREREqKsDALbE04yBhrmMaX2r8X0+nzwejyoqKpiPAqBVevSPRcrbU6r/Na63JmdeFe7qAC0imL/fPIsHAMKJLhSgXgQUAAiDc3NQiCdA/QgoABAGrW9wHWhZBBQACIPvb3Uf1moAthXyVTwA0BYZY7Tt86MqqTgVkuN9c+ykJMnFIA9QLwIKADTCJ4crNPG1v4T8uFERBBSgPgQUAGiEMt/ZnpPY9pHqf2Xni5RunISYaA27vv5HfABOR0ABgEY4N2ekZ2InvfHIjWGtC+AETJIFgEYwPDsHaFEEFABoFO5bArQkAgoANALPzgFaFgEFABrBum8JfShAiyCgAEAjmO8TCoAWQEABgEbg2TlAyyKgAEAjMAcFaFkEFABoBOagAC2LgAIAjWC+60KhBwVoGQQUAAgCAQVoGQQUAGgEaw4KQzxAiyCgAEAjWKt4yCdAiyCgAEAjWPdBAdAiCCgA0AgEFKBlEVAAoBGsZcaM8QAtgoACAI1gLTMOcz0ApyCgAEAjfN+DEtZqAI5BQAGAxrCWGQNoCQQUAGiE75cZE1GAlkBAAYBGMPSgAC2KgAIAjcAcFKBlEVAAoBG+vw8KCQVoCQQUAGgEbnUPtCwCCgA0AnNQgJZFQAGARmAOCtCyCCgA0BjWnWRJKEBLIKAAQCPQgwK0rKACyuLFi5Wenq64uDjFxcUpMzNT69evt/a7XK56X7/85S+tMllZWXX2T5gwIXRnBADNwJqDQkABWkRkMIW7deumBQsWqEePHpKkZcuWady4cfr444/Vu3dvlZSUBJRfv369pkyZonvvvTdg+9SpU/WLX/zCet+hQ4em1h8AWoRhiAdoUUEFlLvuuivg/bPPPqvFixdr+/bt6t27t7xeb8D+NWvWaPDgwbr66qsDtnfs2LFOWQCwM26DArSsJs9Bqa2tVW5uro4fP67MzMw6+48cOaJ169ZpypQpdfatWLFCCQkJ6t27t2bPnq3KysoGv8vv98vn8wW8AKAlscwYaFlB9aBIUnFxsTIzM3Xq1Cl16tRJq1evVq9eveqUW7ZsmWJjY5WdnR2wfdKkSUpNTZXX69Xu3bs1Z84cffLJJ8rPz7/gd+bk5OiZZ54JtqoAEDLfT5IlogAtwWXM9zdwbozq6modPHhQx44d08qVK/Xaa6+poKCgTki57rrrNHz4cL300ksNHq+oqEgZGRkqKirSgAED6i3j9/vl9/ut9z6fTykpKaqoqFBcXFww1QeAJnntoy/0n+s+09i+yXrx/v7hrg7QKvl8Pnk8nkb9/Q66ByU6OtqaJJuRkaHCwkItWrRIr7zyilXmo48+0r59+/TWW29d9HgDBgxQVFSU9u/ff8GA4na75Xa7g60qAIQcHShAy7jk+6AYYwJ6NyRpyZIlGjhwoPr27XvRz+/Zs0c1NTVKSkq61KoAQLNhDgrQsoLqQZk7d65GjRqllJQUVVZWKjc3V5s3b1ZeXp5Vxufz6e2339bChQvrfP7zzz/XihUrNHr0aCUkJGjv3r2aNWuW+vfvr1tuueXSzwYAGskYoz9u/0oH/nm8UeV3f10hiTkoQEsJKqAcOXJEkydPVklJiTwej9LT05WXl6fhw4dbZXJzc2WM0f3331/n89HR0frggw+0aNEiVVVVKSUlRXfeeafmzZuniIiISz8bAGikfUcq9f+u2RP052LbBz0yDqAJgp4kawfBTLIBgPoUfVWuexdvVWz7SE2+uXujPtM+KkLjM1Lk9bRv5toBbVOzTpIFgLYkPiZaT4y8LtzVAHAeHhYIwKFaXecx4CgEFAAAYDsEFACOxpocwJ4IKAAcqfUtDwCchYACAABsh4ACwNG48RpgTwQUAI7ECA9gbwQUAABgOwQUAI7GAA9gTwQUAI7EKh7A3ggoAADAdggoAJyNMR7AlggoABypFT7IHXAUAgoAALAdAgoAR2OEB7AnAgoAR2KAB7A3AgoAALAdAgoAR+NZPIA9EVAAOBKLeAB7I6AAAADbIaAAcDQGeAB7IqAAcCTDOh7A1ggoAADAdggoAByNRTyAPRFQADgTIzyArRFQAACA7RBQADiai3U8gC0RUAA4EiM8gL0RUAAAgO0QUAA4Gqt4AHsioABwJJ7FA9gbAQUAANgOAQUAANgOAQWAI/EsHsDeCCgAAMB2ggooixcvVnp6uuLi4hQXF6fMzEytX7/e2v/QQw/J5XIFvG6++eaAY/j9fk2fPl0JCQmKiYnR2LFjdfjw4dCcDQAEycUyHsCWggoo3bp104IFC7Rjxw7t2LFDQ4YM0bhx47Rnzx6rzMiRI1VSUmK93nvvvYBjzJgxQ6tXr1Zubq62bNmiqqoqjRkzRrW1taE5IwBoBFbxAPYWGUzhu+66K+D9s88+q8WLF2v79u3q3bu3JMntdsvr9db7+YqKCi1ZskR//OMfNWzYMEnS8uXLlZKSog0bNuiOO+5oyjkAAIA2pslzUGpra5Wbm6vjx48rMzPT2r5582YlJibqmmuu0dSpU1VWVmbtKyoqUk1NjUaMGGFtS05OVlpamrZu3XrB7/L7/fL5fAEvAAgFBngAewo6oBQXF6tTp05yu9169NFHtXr1avXq1UuSNGrUKK1YsUIbN27UwoULVVhYqCFDhsjv90uSSktLFR0drc6dOwccs2vXriotLb3gd+bk5Mjj8VivlJSUYKsNAAEY4QHsLaghHkm69tprtWvXLh07dkwrV67Ugw8+qIKCAvXq1Uv33XefVS4tLU0ZGRnq3r271q1bp+zs7Ase0xjT4ES1OXPmaObMmdZ7n89HSAEAoA0LOqBER0erR48ekqSMjAwVFhZq0aJFeuWVV+qUTUpKUvfu3bV//35JktfrVXV1tcrLywN6UcrKyjRo0KALfqfb7Zbb7Q62qgBwUSziAezpku+DYoyxhnDOd/ToUR06dEhJSUmSpIEDByoqKkr5+flWmZKSEu3evbvBgAIAoWZYxgPYWlA9KHPnztWoUaOUkpKiyspK5ebmavPmzcrLy1NVVZXmz5+ve++9V0lJSfryyy81d+5cJSQk6J577pEkeTweTZkyRbNmzVKXLl0UHx+v2bNnq0+fPtaqHgAAgKACypEjRzR58mSVlJTI4/EoPT1deXl5Gj58uE6ePKni4mK98cYbOnbsmJKSkjR48GC99dZbio2NtY7xwgsvKDIyUuPHj9fJkyc1dOhQvf7664qIiAj5yQHAxTDEA9iTy7TCfk6fzyePx6OKigrFxcWFuzoAWqFN+8r08NJCpV0Rp3en/2u4qwM4QjB/v3kWDwAAsB0CCgBHc3GrNsCWCCgAnKnVDW4DzkJAAQAAtkNAAeBorOIB7ImAAsCRDGM8gK0RUAAAgO0QUAA4GiM8gD0RUAA4Uuu7RSXgLAQUAABgOwQUAM7GMh7AlggoAByJIR7A3ggoAADAdggoAByNAR7AnggoAByJER7A3ggoAADAdggoAByNRTyAPRFQADiSYRkPYGsEFAAAYDsEFACOdK7/hBEewJ4IKAAAwHYIKAAAwHYIKAAc6dwcWRfLeABbIqAAAADbIaAAAADbIaAAcKizYzwM8AD2REABAAC2Q0AB4GjMkQXsiYACwJG40z1gbwQUAABgOwQUAI7mYposYEsEFACOxAgPYG8EFAAAYDsEFADOxggPYEsEFACOxCoewN6CCiiLFy9Wenq64uLiFBcXp8zMTK1fv16SVFNToyeffFJ9+vRRTEyMkpOT9cADD+ibb74JOEZWVpZcLlfAa8KECaE7IwAA0OoFFVC6deumBQsWaMeOHdqxY4eGDBmicePGac+ePTpx4oR27typn//859q5c6dWrVqlv//97xo7dmyd40ydOlUlJSXW65VXXgnZCQFAMBjhAewpMpjCd911V8D7Z599VosXL9b27ds1ZcoU5efnB+x/6aWXdOONN+rgwYO68sorre0dO3aU1+u9hGoDwKUxrOMBbK3Jc1Bqa2uVm5ur48ePKzMzs94yFRUVcrlcuuyyywK2r1ixQgkJCerdu7dmz56tysrKBr/L7/fL5/MFvAAAQNsVVA+KJBUXFyszM1OnTp1Sp06dtHr1avXq1atOuVOnTumpp57SxIkTFRcXZ22fNGmSUlNT5fV6tXv3bs2ZM0effPJJnd6XH8rJydEzzzwTbFUB4KJ4Fg9gTy5jgpvLXl1drYMHD+rYsWNauXKlXnvtNRUUFASElJqaGv34xz/WwYMHtXnz5oCAcr6ioiJlZGSoqKhIAwYMqLeM3++X3++33vt8PqWkpKiioqLBYwPAhfyfT77R9P/5WDdfHa/cn9TfCwwgtHw+nzweT6P+fgfdgxIdHa0ePXpIkjIyMlRYWKhFixZZE11ramo0fvx4HThwQBs3brxoBQYMGKCoqCjt37//ggHF7XbL7XYHW1UAANBKBR1QzmeMsXo3zoWT/fv3a9OmTerSpctFP79nzx7V1NQoKSnpUqsCAEHjWTyAPQUVUObOnatRo0YpJSVFlZWVys3N1ebNm5WXl6fTp0/rRz/6kXbu3Kl3331XtbW1Ki0tlSTFx8crOjpan3/+uVasWKHRo0crISFBe/fu1axZs9S/f3/dcsstzXKCAFAf1vAA9hZUQDly5IgmT56skpISeTwepaenKy8vT8OHD9eXX36ptWvXSpL69esX8LlNmzYpKytL0dHR+uCDD7Ro0SJVVVUpJSVFd955p+bNm6eIiIiQnRQAAGjdggooS5YsueC+q666Shebb5uSkqKCgoJgvhIAmhWreAB74lk8ABwpyAWMAFoYAQUAANgOAQWAozHEA9gTAQUAANgOAQUAANgOAQWAo3GjNsCeCCgAHIlFPIC9EVAAAIDtEFAAOBqreAB7IqAAcCTD03gAWyOgAAAA2yGgAAAA2yGgAHAkVvEA9kZAAQAAtkNAAeBoLpbxALZEQAHgSAzxAPZGQAEAALZDQAHgaAzwAPYUGe4KAMDFGGO046tyHfGdCtkxdx06FrJjAQg9AgoA2yv8slzjX9nWLMeObEcfCmBHBBQAtlf6Xc9JbPtI9UqKC9lxoyLaacqtqSE7HoDQIaAAaDX6XOHRm1NvDnc1ALQAJskCsD3DmmDAcQgoAADAdggoAFoNbvoKOAcBBQAA2A4BBQAA2A4BBQAA2A4BBUCr4eLG9IBjEFAA2B6rjAHnIaAAAADbIaAAaDVYZgw4BwEFgO0ZMcYDOA0BBQAA2A4BBQAA2E5QAWXx4sVKT09XXFyc4uLilJmZqfXr11v7jTGaP3++kpOT1aFDB2VlZWnPnj0Bx/D7/Zo+fboSEhIUExOjsWPH6vDhw6E5GwBtEqt4AOcJKqB069ZNCxYs0I4dO7Rjxw4NGTJE48aNs0LI888/r1/96ld6+eWXVVhYKK/Xq+HDh6uystI6xowZM7R69Wrl5uZqy5Ytqqqq0pgxY1RbWxvaMwMAAK1WUAHlrrvu0ujRo3XNNdfommuu0bPPPqtOnTpp+/btMsbo17/+tZ5++mllZ2crLS1Ny5Yt04kTJ/Tmm29KkioqKrRkyRItXLhQw4YNU//+/bV8+XIVFxdrw4YNzXKCANoOF8t4AMdo8hyU2tpa5ebm6vjx48rMzNSBAwdUWlqqESNGWGXcbrduv/12bd26VZJUVFSkmpqagDLJyclKS0uzytTH7/fL5/MFvAAAQNsVdEApLi5Wp06d5Ha79eijj2r16tXq1auXSktLJUldu3YNKN+1a1drX2lpqaKjo9W5c+cLlqlPTk6OPB6P9UpJSQm22gBaMeagAM4TdEC59tprtWvXLm3fvl0//elP9eCDD2rv3r3W/vO7YI0xF+2WvViZOXPmqKKiwnodOnQo2GoDAIBWJOiAEh0drR49eigjI0M5OTnq27evFi1aJK/XK0l1ekLKysqsXhWv16vq6mqVl5dfsEx93G63tXLo3AuA8zADBXCOS74PijFGfr9fqamp8nq9ys/Pt/ZVV1eroKBAgwYNkiQNHDhQUVFRAWVKSkq0e/duqwwAnI8RHsB5IoMpPHfuXI0aNUopKSmqrKxUbm6uNm/erLy8PLlcLs2YMUPPPfecevbsqZ49e+q5555Tx44dNXHiREmSx+PRlClTNGvWLHXp0kXx8fGaPXu2+vTpo2HDhjXLCQIAgNYnqIBy5MgRTZ48WSUlJfJ4PEpPT1deXp6GDx8uSXriiSd08uRJPfbYYyovL9dNN92k999/X7GxsdYxXnjhBUVGRmr8+PE6efKkhg4dqtdff10RERGhPTMAbQ6rjAHncBnT+ubH+3w+eTweVVRUMB8FcIC3dxzS//OnT5V17eV6/eEbw10dAE0UzN9vnsUDAABsh4ACoNVghAdwDgIKANtrdePQAC4ZAQUAANgOAQVAq8HDAgHnIKAAsD/GeADHIaAAAADbIaAAaDUY4AGcg4ACAABsh4ACwPYMk1AAxyGgAAAA2yGgAGg1WGUMOAcBBYDttb5HmgK4VAQUAABgOwQUAK0IYzyAUxBQANgeIzyA8xBQAACA7RBQALQarOIBnIOAAsD2WMUDOA8BBQAA2A4BBUCrwQgP4BwEFAC2x7N4AOchoAAAANshoABoNVjFAzgHAQUAANgOAQWA7bHMGHAeAgoAALAdAgqAVsPFQmPAMQgoAGyPER7AeQgoAADAdggoAFoNlhkDzkFAAWB/LOMBHIeAAgAAbIeAAqDVYIgHcA4CCgDbY4AHcJ6gAkpOTo5uuOEGxcbGKjExUXfffbf27dsXUMblctX7+uUvf2mVycrKqrN/woQJoTkjAADQ6gUVUAoKCjRt2jRt375d+fn5On36tEaMGKHjx49bZUpKSgJef/jDH+RyuXTvvfcGHGvq1KkB5V555ZXQnBGANosbtQHOERlM4by8vID3S5cuVWJiooqKinTbbbdJkrxeb0CZNWvWaPDgwbr66qsDtnfs2LFOWQAAAOkS56BUVFRIkuLj4+vdf+TIEa1bt05Tpkyps2/FihVKSEhQ7969NXv2bFVWVl7we/x+v3w+X8ALgHOwyhhwnqB6UH7IGKOZM2fq1ltvVVpaWr1lli1bptjYWGVnZwdsnzRpklJTU+X1erV7927NmTNHn3zyifLz8+s9Tk5Ojp555pmmVhUAALQyTQ4ojz/+uD799FNt2bLlgmX+8Ic/aNKkSWrfvn3A9qlTp1o/p6WlqWfPnsrIyNDOnTs1YMCAOseZM2eOZs6cab33+XxKSUlpatUBtFZMQQEco0kBZfr06Vq7dq0+/PBDdevWrd4yH330kfbt26e33nrroscbMGCAoqKitH///noDitvtltvtbkpVAbQBhjEewHGCCijGGE2fPl2rV6/W5s2blZqaesGyS5Ys0cCBA9W3b9+LHnfPnj2qqalRUlJSMNUBAABtVFABZdq0aXrzzTe1Zs0axcbGqrS0VJLk8XjUoUMHq5zP59Pbb7+thQsX1jnG559/rhUrVmj06NFKSEjQ3r17NWvWLPXv31+33HLLJZ4OgLaMER7AOYJaxbN48WJVVFQoKytLSUlJ1uv8YZzc3FwZY3T//ffXOUZ0dLQ++OAD3XHHHbr22mv1H//xHxoxYoQ2bNigiIiISzsbAG0SAzyA8wQ9xNMYP/nJT/STn/yk3n0pKSkqKCgI5msBAIDD8CweAK2Gi6cFAo5BQAFgeyziAZyHgAIAAGyHgAKg1WCAB3AOAgoA22OEB3AeAgoAALAdAgqAVoNFPIBzEFAAAIDtEFAA2B4PCwSch4ACAABsh4ACoNVgCgrgHEE9iweBnnvvM/15z9knOkdHtNPc0ddr8HWJYa4VAACtHwGlic6cMXr1oy8CbsH9p52HCSgAAIQAQzxN5D99xgonk2/uLomJfEBz42GBgHPQg9IE5cerVVJxynrfI7GTJOnMmXDVCGjbyP6A8xBQgrRm19ea8dYu6xemO7Kd2rU7+686ww25AQAICQJKkHYdOiZjpHYuKTKine7ud4W1soB/5QHNiwEewDkIKEE6c+ZsCpk2uIdmjbhWkrTiL19J4oFmQHOhdxJwHibJBqn2u26Sdj+YrOf67t919KAAABAaBJQg1X43ETai3Q8CivUjCQVoVozxAI5BQAnSuSGegIDy3f/SgwI0D/7bApyHgBKk+oZ4zv3M71AAAEKDgBKk73tQfrDxu6zCjdoAAAgNAkqQ6p8ke9YZ8gnQrFxMQgEcg4ASpNr65qAwxAM0K/7bApyHgBKkM6ahSbL8GgUAIBQIKEE614MSMMRDrzPQIvhvDXAO7iT7AzW1Z7R53z9UfrxaQ65P1P/ecUinqmsDyuw/UiWp/vug0IECNA/+2wKch4DyA//3//unpr6xo1FlO7m/b7rvlxnzWxQAgFAgoPzAv/a8XNd5Y/W30kprW0b3zuqVHBdQLqGTW8Ou71rn8/wrD2hejPAAzkFA+YGIdi69O/1W7S3xaezL/1eSNK5fsiZnXtXg56xVPAQUoFnQOwk4D5NkzxMZ0U7du8RY76MjL95E1ioefokCABASBJR6xLWP1NDrEnXFZR006F8SLlr+3CRZbtQGNC9W8QDOwRBPPVwul5Y8dEPjy1v3um+mCgEOx/Ap4Dz0oISAtcyYhAIAQEgQUEKgHfdBAVoEz+IBnCOogJKTk6MbbrhBsbGxSkxM1N133619+/YFlHnooYfkcrkCXjfffHNAGb/fr+nTpyshIUExMTEaO3asDh8+fOlnEzY8iwcAgFAKKqAUFBRo2rRp2r59u/Lz83X69GmNGDFCx48fDyg3cuRIlZSUWK/33nsvYP+MGTO0evVq5ebmasuWLaqqqtKYMWNUWxt419bW4vs7yRJRAAAIhaAmyebl5QW8X7p0qRITE1VUVKTbbrvN2u52u+X1eus9RkVFhZYsWaI//vGPGjZsmCRp+fLlSklJ0YYNG3THHXcEew5h9/0yYwAAEAqXNAeloqJCkhQfHx+wffPmzUpMTNQ111yjqVOnqqyszNpXVFSkmpoajRgxwtqWnJystLQ0bd26td7v8fv98vl8AS874UZtQMtgmTHgHE0OKMYYzZw5U7feeqvS0tKs7aNGjdKKFSu0ceNGLVy4UIWFhRoyZIj8fr8kqbS0VNHR0ercuXPA8bp27arS0tJ6vysnJ0cej8d6paSkNLXazYIeFKB5MXwKOE+T74Py+OOP69NPP9WWLVsCtt93333Wz2lpacrIyFD37t21bt06ZWdnX/B4xhirJ+J8c+bM0cyZM633Pp/PViGFOSgAAIRWk3pQpk+frrVr12rTpk3q1q1bg2WTkpLUvXt37d+/X5Lk9XpVXV2t8vLygHJlZWXq2rXuA/iks3Na4uLiAl520o4hHqBFMMQDOEdQAcUYo8cff1yrVq3Sxo0blZqaetHPHD16VIcOHVJSUpIkaeDAgYqKilJ+fr5VpqSkRLt379agQYOCrL5NcKM2oFkR/gHnCWqIZ9q0aXrzzTe1Zs0axcbGWnNGPB6POnTooKqqKs2fP1/33nuvkpKS9OWXX2ru3LlKSEjQPffcY5WdMmWKZs2apS5duig+Pl6zZ89Wnz59rFU9rY01B4VfogAAhERQAWXx4sWSpKysrIDtS5cu1UMPPaSIiAgVFxfrjTfe0LFjx5SUlKTBgwfrrbfeUmxsrFX+hRdeUGRkpMaPH6+TJ09q6NChev311xUREXHpZxQG5+bOlFSc0vy1e8Lw/dLI3l7ddHWXFv9uoGUxxgM4RVAB5WKTQDt06KA///nPFz1O+/bt9dJLL+mll14K5uttK6792Wb89ni1Xt/6ZVjqsHnfP7RpdlZYvhtobnROAs7D04xDoF/KZXrunj76+tiJFv/ub4/X6H/+elC+kzUt/t0AADQXAkoIuFwuTbzpyrB894F/Htf//PWgqk+fCcv3Ay2JVTyAcxBQWrmoiLO/satrQxtQas8YVdArA5s4Ud06n9MFoOkIKK1cdMTZleLVtWcavNldMGpqz2j0oo+0v6zqko8FAEBTEFBauejIswHFGOmZ/7M3JF3gJ/y1hBPYTvuodrqtZ0K4qwGghRBQWrn2URGKjmyn6tNnQr6C6JqunfTnGbddvCDQQkLRQwigdSCgtHLtoyL0yuSB2vHltyE9rksujUzz8gcBABAWBJQ2YPC1iRp8bWK4qwEAQMg06WGBAAAAzYmAAgAAbIeAAgAAbIeAAgAAbIeAAgAAbIeAAgAAbIeAAgAAbIeAAgAAbIeAAgAAbIeAAgAAbIeAAgAAbIeAAgAAbIeAAgAAbKdVPs3YGCNJ8vl8Ya4JAABorHN/t8/9HW9IqwwolZWVkqSUlJQw1wQAAASrsrJSHo+nwTIu05gYYzNnzpzRN998o9jYWLlcrpAe2+fzKSUlRYcOHVJcXFxIj93W0FbBob0aj7YKDu3VeLRV4zVHWxljVFlZqeTkZLVr1/Ask1bZg9KuXTt169atWb8jLi6Oi7eRaKvg0F6NR1sFh/ZqPNqq8ULdVhfrOTmHSbIAAMB2CCgAAMB2CCjncbvdmjdvntxud7irYnu0VXBor8ajrYJDezUebdV44W6rVjlJFgAAtG30oAAAANshoAAAANshoAAAANshoAAAANshoAAAANshoPzAb3/7W6Wmpqp9+/YaOHCgPvroo3BXqcXNnz9fLpcr4OX1eq39xhjNnz9fycnJ6tChg7KysrRnz56AY/j9fk2fPl0JCQmKiYnR2LFjdfjw4ZY+lWbx4Ycf6q677lJycrJcLpfeeeedgP2hap/y8nJNnjxZHo9HHo9HkydP1rFjx5r57ELrYm310EMP1bnWbr755oAyTmmrnJwc3XDDDYqNjVViYqLuvvtu7du3L6AM19ZZjWkrrq3vLV68WOnp6dbdYDMzM7V+/Xprv62vKwNjjDG5ubkmKirKvPrqq2bv3r3mZz/7mYmJiTFfffVVuKvWoubNm2d69+5tSkpKrFdZWZm1f8GCBSY2NtasXLnSFBcXm/vuu88kJSUZn89nlXn00UfNFVdcYfLz883OnTvN4MGDTd++fc3p06fDcUoh9d5775mnn37arFy50kgyq1evDtgfqvYZOXKkSUtLM1u3bjVbt241aWlpZsyYMS11miFxsbZ68MEHzciRIwOutaNHjwaUcUpb3XHHHWbp0qVm9+7dZteuXebOO+80V155pamqqrLKcG2d1Zi24tr63tq1a826devMvn37zL59+8zcuXNNVFSU2b17tzHG3tcVAeU7N954o3n00UcDtl133XXmqaeeClONwmPevHmmb9++9e47c+aM8Xq9ZsGCBda2U6dOGY/HY373u98ZY4w5duyYiYqKMrm5uVaZr7/+2rRr187k5eU1a91b2vl/dEPVPnv37jWSzPbt260y27ZtM5LM3/72t2Y+q+ZxoYAybty4C37GqW1ljDFlZWVGkikoKDDGcG015Py2MoZr62I6d+5sXnvtNdtfVwzxSKqurlZRUZFGjBgRsH3EiBHaunVrmGoVPvv371dycrJSU1M1YcIEffHFF5KkAwcOqLS0NKCd3G63br/9dqudioqKVFNTE1AmOTlZaWlpbb4tQ9U+27Ztk8fj0U033WSVufnmm+XxeNpcG27evFmJiYm65pprNHXqVJWVlVn7nNxWFRUVkqT4+HhJXFsNOb+tzuHaqqu2tla5ubk6fvy4MjMzbX9dEVAk/fOf/1Rtba26du0asL1r164qLS0NU63C46abbtIbb7yhP//5z3r11VdVWlqqQYMG6ejRo1ZbNNROpaWlio6OVufOnS9Ypq0KVfuUlpYqMTGxzvETExPbVBuOGjVKK1as0MaNG7Vw4UIVFhZqyJAh8vv9kpzbVsYYzZw5U7feeqvS0tIkcW1dSH1tJXFtna+4uFidOnWS2+3Wo48+qtWrV6tXr162v64im/zJNsjlcgW8N8bU2dbWjRo1yvq5T58+yszM1L/8y79o2bJl1iSzprSTk9oyFO1TX/m21ob33Xef9XNaWpoyMjLUvXt3rVu3TtnZ2Rf8XFtvq8cff1yffvqptmzZUmcf11agC7UV11aga6+9Vrt27dKxY8e0cuVKPfjggyooKLD22/W6ogdFUkJCgiIiIuokvbKysjrJ0mliYmLUp08f7d+/31rN01A7eb1eVVdXq7y8/IJl2qpQtY/X69WRI0fqHP8f//hHm27DpKQkde/eXfv375fkzLaaPn261q5dq02bNqlbt27Wdq6tui7UVvVx+rUVHR2tHj16KCMjQzk5Oerbt68WLVpk++uKgKKz/+cNHDhQ+fn5Advz8/M1aNCgMNXKHvx+vz777DMlJSUpNTVVXq83oJ2qq6tVUFBgtdPAgQMVFRUVUKakpES7d+9u820ZqvbJzMxURUWF/vrXv1pl/vKXv6iioqJNt+HRo0d16NAhJSUlSXJWWxlj9Pjjj2vVqlXauHGjUlNTA/ZzbX3vYm1VHydfW/Uxxsjv99v/umry9No25twy4yVLlpi9e/eaGTNmmJiYGPPll1+Gu2otatasWWbz5s3miy++MNu3bzdjxowxsbGxVjssWLDAeDwes2rVKlNcXGzuv//+epekdevWzWzYsMHs3LnTDBkypM0sM66srDQff/yx+fjjj40k86tf/cp8/PHH1nL0ULXPyJEjTXp6utm2bZvZtm2b6dOnT6tb3thQW1VWVppZs2aZrVu3mgMHDphNmzaZzMxMc8UVVziyrX76058aj8djNm/eHLA09sSJE1YZrq2zLtZWXFuB5syZYz788ENz4MAB8+mnn5q5c+eadu3amffff98YY+/rioDyA7/5zW9M9+7dTXR0tBkwYEDAsjWnOLcGPioqyiQnJ5vs7GyzZ88ea/+ZM2fMvHnzjNfrNW6329x2222muLg44BgnT540jz/+uImPjzcdOnQwY8aMMQcPHmzpU2kWmzZtMpLqvB588EFjTOja5+jRo2bSpEkmNjbWxMbGmkmTJpny8vIWOsvQaKitTpw4YUaMGGEuv/xyExUVZa688krz4IMP1mkHp7RVfe0kySxdutQqw7V11sXaimsr0COPPGL9Xbv88svN0KFDrXBijL2vK5cxxjS9/wUAACD0mIMCAABsh4ACAABsh4ACAABsh4ACAABsh4ACAABsh4ACAABsh4ACAABsh4ACAABsh4ACAABsh4ACAABsh4ACAABs5/8H5miAgrR89QAAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plotting chains\n", + "var_list = ['mean', 'A', 'gamma', 'log_period']\n", + "for i in range(len(var_list)):\n", + " plt.plot(samples[nburn::100,i])\n", + " plt.title(var_list[i])\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 163, + "id": "47f4e329", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import corner\n", + "fig = corner.corner(samples[nburn:,:], plot_contours=True, show_titles=True, smooth=2, labels=var_list)\n", + "fig.savefig('Corner_plot.png')" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "id": "179cf13c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 11.80072331 0.57794493 312.90980373 0.64052523]\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "Mag = data['MAG_2']\n", + "Merr = data['MER_2']\n", + "time = data['HJD']\n", + "Mag_cond = Mag[::10]\n", + "Merr_cond = Merr[::10]\n", + "time_cond = time[::10]\n", + "\n", + "medians = np.median(samples, axis=0)\n", + "print(medians)\n", + "gp.set_parameter_vector(medians)\n", + "\n", + "predicted_vals, covarance = gp.predict(Mag_cond, t_predict, return_cov=True)\n", + "\n", + "# I will take the uncertainty to be 2 sigma\n", + "uncert = 2*np.diag(covarance)**0.5\n", + "lower = predicted_vals - uncert\n", + "higher = predicted_vals + uncert\n", + "\n", + "plt.scatter(time, Mag, label = 'raw data')\n", + "plt.scatter(time_cond, Mag_cond, label = 'data used for gaussian process')\n", + "plt.plot(t_predict, predicted_vals, label = 'gaussian process predicted values')\n", + "plt.fill_between(t_predict, lower, higher, color='blue', alpha=0.15, label = 'uncertainty')\n", + "plt.xlabel('HJD')\n", + "plt.ylabel('Mag')\n", + "plt.title('Data with GP fit')\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "# plot draws\n", + "plt.scatter(time, Mag, label = 'raw data')\n", + "plt.scatter(time_cond, Mag_cond, label = 'data used for gaussian process')\n", + "for i in range(10):\n", + " index = np.random.randint(0, len(samples))\n", + " draw = samples[index]\n", + " gp.set_parameter_vector(draw)\n", + " predicted_vals, covarance = gp.predict(Mag_cond, t_predict, return_cov=True)\n", + " plt.plot(t_predict, predicted_vals, color='blue', alpha=0.1)\n", + " \n", + "plt.xlabel('HJD')\n", + "plt.ylabel('Mag')\n", + "plt.title('Data with 10 draws')\n", + "plt.legend()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 168, + "id": "22a1ac83", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# folded lightcurve\n", + "P = np.exp(medians[-1])\n", + "time_fold = (time-np.min(time))%P\n", + "plt.scatter(time_fold, Mag)\n", + "plt.xlabel('Time (folded days)')\n", + "plt.ylabel('Mag')\n", + "plt.title('Folded lightcurve')\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "fb5eb72a", + "metadata": {}, + "source": [ + "N.B. you should be a bit worried about \"burn in\" and how the walkers were initialized throughout. If you plan to use GPs to search for periods in your own work, I highly recommend you read Angus et al. 2018 on the GP periodogram. Angus et al. provide far more intelligent methods for initializing the MCMC than what is presented here. " + ] + }, + { + "cell_type": "markdown", + "id": "7dfbe936", + "metadata": {}, + "source": [ + "### Q3: PyMC (yes, that thing), hierarchical mixture models, and the mass-radius relation for small exoplanets\n", + "\n", + "The mass-radius relation is a relationship between the radius $R$ of an exoplanet and its mass $M$. We usually call planets smaller than the Neptune size $(R < 4 R_{\\oplus})$ small planets. In the Solar System, we don't have any planets between the Earth and Neptune sizes ($ 1-4 R_{\\oplus}$), whereas in extrasolar systems, plenty of planets with radii in the range are observed. Thus, it's extremely intriguing to study the compositions of these planets and understand why we don't have one in the Solar System.\n", + "\n", + "In this problem, you will work on one of the papers that one of our colloquium speakers brought up (this is why you should go to colloquium btw, because it'd have totally helped with this final exam to know the answer) - the mass-radius relation for small exoplanets around M-dwarfs. \n", + "\n", + "The paper is by [Luque et al., Science 377, 1211 (2022)](https://ui.adsabs.harvard.edu/abs/2022arXiv220903871L/abstract). We will reproduce some of their results using the PyMC." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "63c9097c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
IDID_StarStarAltNameKarmnRA_J2000DE_J2000SpTSpTnumd_pc...eurho_gcm-3edrho_gcm-3Teq_KeuTeq_KedTeq_KTSMESMMethodDiscoveryRefParameterRef
011GJ 3053LHS 1140J00449-15200:44:59.33-15:16:17.5M4.5 V4.514.964...0.840.80378.94.34.28.880.19RVDit17Dit17 Men19 Lil20
121GJ 3053LHS 1140J00449-15200:44:59.33-15:16:17.5M4.5 V4.514.964...0.810.74708.98.07.825.903.45RVDit17Dit17 Men19 Lil20
232TOI-1468LSPM J0106+1913J01066+19201:06:36.98+19:13:33.2M3 V3.024.721...1.050.92682.27.46.99.006.30RVCha22Cha22
342TOI-1468LSPM J0106+1913J01066+19201:06:36.98+19:13:33.2M3 V3.024.721...0.210.19337.53.73.459.00NaNRVCha22Cha22
453GJ 3090TOI-177NaN01:21:45.39-46:42:51.8M2 V2.022.454...0.520.45693.018.018.0221.00NaNRVAlm22aAlm22a
\n", + "

5 rows × 44 columns

\n", + "
" + ], + "text/plain": [ + " ID ID_Star Star AltName Karmn RA_J2000 \\\n", + "0 1 1 GJ 3053 LHS 1140 J00449-152 00:44:59.33 \n", + "1 2 1 GJ 3053 LHS 1140 J00449-152 00:44:59.33 \n", + "2 3 2 TOI-1468 LSPM J0106+1913 J01066+192 01:06:36.98 \n", + "3 4 2 TOI-1468 LSPM J0106+1913 J01066+192 01:06:36.98 \n", + "4 5 3 GJ 3090 TOI-177 NaN 01:21:45.39 \n", + "\n", + " DE_J2000 SpT SpTnum d_pc ... eurho_gcm-3 edrho_gcm-3 Teq_K \\\n", + "0 -15:16:17.5 M4.5 V 4.5 14.964 ... 0.84 0.80 378.9 \n", + "1 -15:16:17.5 M4.5 V 4.5 14.964 ... 0.81 0.74 708.9 \n", + "2 +19:13:33.2 M3 V 3.0 24.721 ... 1.05 0.92 682.2 \n", + "3 +19:13:33.2 M3 V 3.0 24.721 ... 0.21 0.19 337.5 \n", + "4 -46:42:51.8 M2 V 2.0 22.454 ... 0.52 0.45 693.0 \n", + "\n", + " euTeq_K edTeq_K TSM ESM Method DiscoveryRef ParameterRef \n", + "0 4.3 4.2 8.88 0.19 RV Dit17 Dit17 Men19 Lil20 \n", + "1 8.0 7.8 25.90 3.45 RV Dit17 Dit17 Men19 Lil20 \n", + "2 7.4 6.9 9.00 6.30 RV Cha22 Cha22 \n", + "3 3.7 3.4 59.00 NaN RV Cha22 Cha22 \n", + "4 18.0 18.0 221.00 NaN RV Alm22a Alm22a \n", + "\n", + "[5 rows x 44 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## Download the dataset from Luque et al. 2022\n", + "data = pd.read_csv(\"https://carmenes.caha.es/ext/tmp/TMP.csv\")\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d55928b1", + "metadata": {}, + "outputs": [], + "source": [ + "## Lets extract mass and radius and their uncertainties from the data; both M and R are in Earth units \n", + "M = data.M_Mterra\n", + "R = data.R_Rterra\n", + "\n", + "err_M = (data.edM_Mterra+data.euM_Mterra)/2 # Assume the + and - errors on M and R are symmetric because lazy\n", + "err_R = (data.edR_Rterra+data.euR_Rterra)/2\n", + "\n", + "ind = err_R < 1.\n", + "M = M[ind]\n", + "R = R[ind]\n", + "err_M = err_M[ind]\n", + "err_R = err_R[ind]\n", + "\n", + "c=data['rho_gcm-3'][ind]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "5620dc2e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## Plot the mass and radius of small planets around M-dwarfs\n", + "plt.figure(figsize=(5,4))\n", + "plt.errorbar(M, R, xerr=err_M, yerr=err_R,\n", + " linestyle='', fmt='o', markersize=4, elinewidth=1.2, capsize=1.2, c='grey')\n", + "plt.scatter(M, R, c=c, zorder=100, cmap='plasma_r')\n", + "plt.xscale('log')\n", + "plt.xlabel('Mass [Earth mass]')\n", + "plt.ylabel('Radius [Earth radius]')\n", + "plt.colorbar(label=r'Density [g/cm$^3$]')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "095492f6", + "metadata": {}, + "source": [ + "Exoplaneteers made up cute names to describe planets in different compositions.\n", + "- \"Rocky world\" if a planet has a bulk density similar to the Earth.\n", + "- \"Water world\" if a planet has a bulk density consistent with 50% rocky and 50% water ice.\n", + "- \"Puffy world\" if a planet has a bulk density smaller than the \"Water World\" density.\n", + "\n", + "Now, while it's possible that this final is making you wish you were on a \"puff\" of something or the other, we'll restrict our analysis to the rocky and water worlds. It's where the grant dollars are. \n", + "\n", + "\n", + "### 3a - modeling the mass radius relation for rocky worlds (11 pts) \n", + "\n", + "First, select the rocky worlds. \n", + "\n", + "Let's write down the mass-radius relation for rocky worlds as a power law.\n", + "\n", + "$R = aM^b$, where $a$ is proportional to $1/\\rho_{\\oplus}$, and $b$ is unitless. If the relation follows $M = \\frac{4}{3}\\pi R^3 \\rho$, we have $a = 1$ and $b = 1/3$. However, in reality, the interior density of planets is not uniform and depends on the equation of state.\n", + "\n", + "Build a PyMC model to find parameters of interest {a, b}. Plot the traces (`pm` has a `plot_trace` function)and inferred model, along with some draws.\n", + "\n", + "Hints:\n", + "- As a, b have to be positive, I'd suggest Uniform priors on log a, log b, and then using pm.Deterministic to exponentiate them \n", + "- For the masses, since you've selected the rocky worlds, I'd suggest a normal distribution with the sample mean and sample standard deviation of the rocky worlds. \n", + "- Given M, a, b you can use pm.Deterministic to get R_model\n", + "- Assume our favorite normal likelihood for R_model. You have the observed radius and their uncertainties from the file." + ] + }, + { + "cell_type": "markdown", + "id": "27579fec", + "metadata": {}, + "source": [ + "For my priors I will assume a and b are somewhere between 0 to 10, will adjust if neccessary" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "88bab092", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "34\n" + ] + } + ], + "source": [ + "#https://www.pymc.io/projects/docs/en/stable/learn/core_notebooks/pymc_overview.html#pymc-overview\n", + "\n", + "import pymc as pm\n", + "\n", + "#average density of earth is 5.5 g/cm^3\n", + "# will take rocky worlds to have density greater than 4.0\n", + "rocky_ind = c > 4.0\n", + "c_rock = c[rocky_ind]\n", + "print(len(c_rock))\n", + "#print(len(M))\n", + "M_rock = np.array(M[rocky_ind])\n", + "R_rock = np.array(R[rocky_ind])\n", + "err_M_rock = np.array(err_M[rocky_ind])\n", + "err_R_rock = np.array(err_R[rocky_ind])\n", + "#print(len(M_rock))\n", + "#print(M_rock)\n", + "\n", + "\n", + "basic_model = pm.Model()\n", + "\n", + "with basic_model:\n", + " # Priors for unknown model parameters\n", + " #a1 =pm.Deterministic('a1', pm.Uniform(\"a\", lower=0, upper=10000))\n", + " a1 = pm.Uniform(\"a1\", lower=0, upper=10)\n", + " b1 = pm.Uniform(\"b1\", lower=0, upper=10)\n", + " #b1 = pm.Uniform(\"b1\", lower=0, sigma=10, shape=2)\n", + " \n", + " #M_test = pm.Normal('M', mu=np.mean(M_rock), sigma = np.std(M_rock))\n", + " # Expected value of outcome\n", + " #R_test = a1 * M_rock ** b1\n", + " R_test = a1 * M_rock ** b1\n", + "\n", + " # Likelihood (sampling distribution) of observations\n", + " #sigma = pm.HalfNormal(\"sigma\", sigma=1)\n", + " sigma = err_R_rock\n", + " R_fit = pm.Normal(\"R_fit\", mu=R_test, sigma=sigma, observed=R_rock)" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "b55a716d", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [a1, b1]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " 100.00% [8000/8000 00:01<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 17 seconds.\n" + ] + } + ], + "source": [ + "with basic_model:\n", + " # draw 1000 posterior samples\n", + " idata = pm.sample()" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "fdeb27ac", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.019167937784682\n", + "0.2664525537926439\n", + "1.034027971405803\n", + "0.27093273870891943\n", + "1.0234383029560332\n", + "0.2658127450525216\n", + "1.0248385354357856\n", + "0.2657819559474534\n", + "1.0163730992953455\n", + "0.27139031125804325\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import arviz as az\n", + "\n", + "az.plot_trace(idata);\n", + "\n", + "post = idata.posterior\n", + "a1_fit = np.mean(np.array(post['a1']))\n", + "b1_fit = np.mean(np.array(post['b1']))\n", + "\n", + "\n", + "\n", + "M_array = np.linspace(np.min(M_rock),np.max(M_rock))\n", + "R_pymc = a1_fit * M_array ** b1_fit\n", + "\n", + "plt.figure(figsize=(5,4))\n", + "plt.plot(M_array, R_pymc, label='pymc fit', color='blue')\n", + "plt.errorbar(M_rock, R_rock, xerr=err_M_rock, yerr=err_R_rock,\n", + " linestyle='', fmt='o', markersize=4, elinewidth=1.2, capsize=1.2, c='grey')\n", + "plt.scatter(M_rock, R_rock, c=c_rock, zorder=100, cmap='plasma_r')\n", + "plt.legend()\n", + "plt.xscale('log')\n", + "plt.title('Rocky Worlds')\n", + "plt.xlabel('Mass [Earth mass]')\n", + "plt.ylabel('Radius [Earth radius]')\n", + "plt.colorbar(label=r'Density [g/cm$^3$]')\n", + "\n", + "\n", + "#plot draws\n", + "\n", + "for i in range(5):\n", + " ind_1 = np.random.randint(0,3)\n", + " ind_2 = np.random.randint(0,999)\n", + " a_draw = np.array(post['a1'][ind_1, ind_2])\n", + " b_draw = np.array(post['b1'][ind_1, ind_2])\n", + " print(a_draw)\n", + " print(b_draw)\n", + " R_draw = a_draw * M_array ** b_draw\n", + " plt.plot(M_array, R_draw, alpha=0.2, color='blue')\n", + " \n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c3956ef9", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "5e98bf59", + "metadata": {}, + "source": [ + "### 3b - The Mass-Radius Relation for Rocky+Water Worlds (23 pts) \n", + "\n", + "Let's now add water worlds and model the mass-radius relation for both rocky and water worlds. Physically, it will require two models to describe the mass-radius relations for rocky and water worlds. The tricky part is we don't know exactly which kind of worlds a planet is belong to. In this situation, it is helpful to introduce a categorical variable `z` that is either 0 or 1, with the relative posterior probabilities telling us how Rocky/Watery a planet is.\n", + "\n", + "Select the Rocky Water worlds - see the categories above 3a again. \n", + "\n", + "To make this work like magic with PyMC and it's Monte-Carlo sampler, we can choose a special prior for our categorial variable: the Drichlet Prior - https://en.wikipedia.org/wiki/Dirichlet_distribution\n", + "\n", + " # Two categories for water and rocky worlds\n", + " p = pm.Dirichlet(\"p\", a=np.ones(2), shape=2)\n", + " z = pm.Categorical(\"z\", p=p, shape=len(RockyWaterWorlds))\n", + " \n", + "\n", + "The rest of the PyMC model should be the same as 3a except you are fitting two relations - one for rocky worlds and one for water worlds, so you need two different `a` and `b` parameters - `shape=2` as above should take it. You might want to sort the `a` parameter with `transform=pm.distributions.transforms.ordered` when you define the prior to sort things. \n", + "\n", + "Build a PyMC model to find parameters of interest {a, b}. Plot the traces (`pm` has a `plot_trace` function)and inferred model, along with some draws." + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "f00e286f", + "metadata": {}, + "outputs": [], + "source": [ + "# need to remove puffy worlds, R>2.3 R_earth with M>6 M_earth from paper\n", + "c_2=[]\n", + "M_2=[]\n", + "R_2=[]\n", + "err_M_2 = []\n", + "err_R_2 = []\n", + "R=np.array(R)\n", + "M=np.array(M)\n", + "c=np.array(c)\n", + "err_M=np.array(err_M)\n", + "err_R=np.array(err_R)\n", + "for i in range(len(M)):\n", + " if (R[i]>2.3 and M[i]>6):\n", + " pass\n", + " else:\n", + " c_2.append(c[i])\n", + " M_2.append(M[i])\n", + " R_2.append(R[i])\n", + " err_M_2.append(err_M[i])\n", + " err_R_2.append(err_R[i])\n", + "#print(len(M))\n", + "#print(len(M_2))\n", + " \n", + "R_2=np.array(R_2)\n", + "M_2=np.array(M_2)\n", + "c_2=np.array(c_2)\n", + "err_M_2=np.array(err_M_2)\n", + "err_R_2=np.array(err_R_2)" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "ed6c1157", + "metadata": {}, + "outputs": [], + "source": [ + "basic_model_2 = pm.Model()\n", + "\n", + "with basic_model_2:\n", + " # Priors for unknown model parameters\n", + " #a1 =pm.Deterministic('a1', pm.Uniform(\"a\", lower=0, upper=10000))\n", + " p = pm.Dirichlet(\"p\", a=np.ones(2), shape=2)\n", + " z = pm.Categorical(\"z\", p=p, shape=len(M_2))\n", + " a = pm.Uniform(\"a\", lower=0, upper=10, shape=2)\n", + " b = pm.Uniform(\"b\", lower=0, upper=10, shape=2)\n", + " #b1 = pm.Uniform(\"b1\", lower=0, sigma=10, shape=2)\n", + " \n", + " #M_test = pm.Normal('M', mu=np.mean(M_rock), sigma = np.std(M_rock))\n", + " # Expected value of outcome\n", + " #R_test = a1 * M_rock ** b1\n", + " \n", + " #Need to find a way to split on z\n", + " \n", + " #R_2_rock = a1[0] * M_2_rock ** b1[0]\n", + " #R_2_water = a1[1] * M_2_water ** b1[1]\n", + " R_2_test = z * a[0] * M_2 ** b[0] + (1-z) * a[1] * M_2 ** b[1]\n", + "\n", + " # Likelihood (sampling distribution) of observations\n", + " #sigma = pm.HalfNormal(\"sigma\", sigma=1)\n", + " sigma = err_R_2\n", + " R_fit = pm.Normal(\"R_fit\", mu=R_2_test, sigma=sigma, observed=R_2)" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "d8ccd7e9", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Multiprocess sampling (4 chains in 4 jobs)\n", + "CompoundStep\n", + ">NUTS: [p, a, b]\n", + ">BinaryGibbsMetropolis: [z]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " 100.00% [8000/8000 00:17<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 34 seconds.\n", + "/Users/josephweller/anaconda3/envs/fds/lib/python3.10/site-packages/arviz/stats/diagnostics.py:584: RuntimeWarning: invalid value encountered in double_scalars\n", + " (between_chain_variance / within_chain_variance + num_samples - 1) / (num_samples)\n" + ] + } + ], + "source": [ + "with basic_model_2:\n", + " # draw 1000 posterior samples\n", + " idata_2 = pm.sample()" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "4e32965a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "array([[[1.32500295, 1.01599348],\n", + " [1.3182461 , 1.021188 ],\n", + " [1.31915911, 1.0199737 ],\n", + " ...,\n", + " [1.30095001, 1.01841607],\n", + " [1.29347348, 1.01908601],\n", + " [1.29626307, 1.01633335]],\n", + "\n", + " [[1.02171351, 1.29769818],\n", + " [1.02331063, 1.31314472],\n", + " [1.0237937 , 1.32152724],\n", + " ...,\n", + " [1.02102823, 1.31574647],\n", + " [1.02102823, 1.31574647],\n", + " [1.01857796, 1.31324131]],\n", + "\n", + " [[1.02071182, 1.31828314],\n", + " [1.01716795, 1.30475331],\n", + " [1.02402161, 1.30152817],\n", + " ...,\n", + " [1.01952761, 1.30212796],\n", + " [1.01690818, 1.30188667],\n", + " [1.03306659, 1.31289647]],\n", + "\n", + " [[1.30647958, 1.02186323],\n", + " [1.29836303, 1.02471896],\n", + " [1.29516511, 1.02015117],\n", + " ...,\n", + " [1.32211957, 1.01929391],\n", + " [1.31436769, 1.0197264 ],\n", + " [1.30157538, 1.02064577]]])\n", + "Coordinates:\n", + " * chain (chain) int64 0 1 2 3\n", + " * draw (draw) int64 0 1 2 3 4 5 6 7 8 ... 992 993 994 995 996 997 998 999\n", + " * a_dim_0 (a_dim_0) int64 0 1\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import arviz as az\n", + "\n", + "az.plot_trace(idata_2);\n", + "\n", + "post = idata_2.posterior\n", + "print(post['a'])" + ] + }, + { + "cell_type": "markdown", + "id": "899c8333", + "metadata": {}, + "source": [ + "Because of how I implemented the division of rocky and watery worlds in my model, some chains will fit Rocky on a[0] and b[0] while others will fit Rocky on a[1] and b[1]." + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "9f068e52", + "metadata": {}, + "outputs": [], + "source": [ + "# reorganizing chains into groups depending on if they are in Rocky (group 1) or Watery (group 2)\n", + "\n", + "a_chains = np.array(post['a'])\n", + "b_chains = np.array(post['b'])\n", + "\n", + "a_g1 = []\n", + "a_g2 = []\n", + "b_g1 = []\n", + "b_g2 = []\n", + "\n", + "for i in range(len(a_chains)):\n", + "#for i in range(1):\n", + " a_curr = a_chains[i]\n", + " b_curr = b_chains[i]\n", + " a_c1 = a_curr[:,0]\n", + " a_c2 = a_curr[:,1]\n", + " b_c1 = b_curr[:,0]\n", + " b_c2 = b_curr[:,1]\n", + " test_avg = np.mean(a_c1)\n", + " if test_avg <1.15:\n", + " a_g1.append(a_c1)\n", + " a_g2.append(a_c2)\n", + " b_g1.append(b_c1)\n", + " b_g2.append(b_c2)\n", + " else:\n", + " a_g1.append(a_c2)\n", + " a_g2.append(a_c1)\n", + " b_g1.append(b_c2)\n", + " b_g2.append(b_c1)\n", + "\n", + "\n", + "a_g1 = np.array(a_g1)\n", + "a_g2 = np.array(a_g2)\n", + "b_g1 = np.array(b_g1)\n", + "b_g2 = np.array(b_g2)\n", + "fit_a1 = np.mean(a_g1)\n", + "fit_a2 = np.mean(a_g2)\n", + "fit_b1 = np.mean(b_g1)\n", + "fit_b2 = np.mean(b_g2)\n", + "#print(fit_a1)" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "b6d57fd4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "M_array = np.linspace(np.min(M_2),np.max(M_2))\n", + "R_Rocky = fit_a1 * M_array ** fit_b1\n", + "R_Watery = fit_a2 * M_array ** fit_b2\n", + "\n", + "plt.figure(figsize=(5,4))\n", + "plt.plot(M_array, R_Rocky, label='Rocky fit', color='blue')\n", + "plt.plot(M_array, R_Watery, label='Watery fit', color='orange')\n", + "plt.errorbar(M_2, R_2, xerr=err_M_2, yerr=err_R_2,\n", + " linestyle='', fmt='o', markersize=4, elinewidth=1.2, capsize=1.2, c='grey')\n", + "plt.scatter(M_2, R_2, c=c_2, zorder=100, cmap='plasma_r')\n", + "plt.legend()\n", + "plt.xscale('log')\n", + "plt.title('Rocky and Watery Worlds')\n", + "plt.xlabel('Mass [Earth mass]')\n", + "plt.ylabel('Radius [Earth radius]')\n", + "plt.colorbar(label=r'Density [g/cm$^3$]')\n", + "\n", + "#plot draws\n", + "\n", + "for i in range(5):\n", + " ind_1 = np.random.randint(0,3)\n", + " ind_2 = np.random.randint(0,999)\n", + " #print(a_g1)\n", + " a_draw_1 = a_g1[ind_1, ind_2]\n", + " b_draw_1 = b_g1[ind_1, ind_2]\n", + " a_draw_2 = a_g2[ind_1, ind_2]\n", + " b_draw_2 = b_g2[ind_1, ind_2]\n", + " #print(a_draw)\n", + " #print(b_draw)\n", + " R_draw_1 = a_draw_1 * M_array ** b_draw_1\n", + " R_draw_2 = a_draw_2 * M_array ** b_draw_2\n", + " plt.plot(M_array, R_draw_1, alpha=0.2, color='blue')\n", + " plt.plot(M_array, R_draw_2, alpha=0.2, color='orange')\n", + " \n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa0c1e44", + "metadata": {}, + "source": [ + "### Throughout, make sure your plots have things like appropriate axes scales, axes labels, errorsbars, legends, reasonable colors. Remember, these are how you tell the story of what you've done, and ultimately what we're looking at. \n", + "\n", + "\n", + "### Get started. You know how to do all of this. If not, there's something in a class notebook that can help. I'm on Teams, so direct questions there. \n", + "\n", + "# Best of luck. You've got this. " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}