python-vis-landscape

Code for my talk at PyCon 2017

Basic Requirements

Set up with conda:

$ conda create -n vis-talk python=3.5 jupyter notebook numpy
$ source activate vis-talk

Individual Packages

Install matplotlib:

$ conda install matplotlib

Install pandas:

$ conda install pandas

Install seaborn:

$ conda install seaborn

Install ggpy:

$ pip install ggplot

Install bokeh:

$ conda install bokeh

Install bqplot:

$ conda install --channel conda-forge bqplot

Install plotly

$ pip install plotly

Install holoviews

$ conda install --channel conda-forge holoviews

Install altair:

$ conda install --channel conda-forge altair

Others

• Other matplotlib constellation packages: yellowbrick, scikit-plot

• Leaning toward domain-specific: Mayavi, GlueViz, YT

• JS in the Jupyter notebook: ipyvolume, pythreejs, ipyleaflet

• Large-scale viz: VisPy, Datashader, Vaex, glumpy