cdleong · cdleong · Jan 21, 2019 · Jan 21, 2019 · Jan 21, 2019 · Jan 21, 2019
diff --git a/README.md b/README.md
@@ -1,27 +1,47 @@
-# pyfantasy
-
-Using Python to have fun with fantasy sports!
-
-
-## Getting Started
-(TODO, Still in development!)
-
-### Prerequisites
-* Uses [YahooSports](https://github.com/thorrr/YahooSports) to connect to Yahoo Fantasy Sports API. 
-
-### Setup 
-(Still in development!)
-
-## Authors
-
-* **[Colin Leong]((https://github.com/cdleong))**  
-
-## Acknowledgments
-* [Jason Bell](https://github.com/thorrr) the author of [YahooSports](https://github.com/thorrr/YahooSports), which I'm using to pull data down.
-
-
-## License
-
-This project is licensed under the GPLv3 License - see the [LICENSE.md](LICENSE.md) file for details
-
-
+# pyfantasy
+
+Using Python to have fun with fantasy sports!
+
+![](images/player_box.png)
+
+## Getting Started
+(TODO, Still in development!)
+
+### Prerequisites
+* Uses [YahooSports](https://github.com/thorrr/YahooSports) to connect to Yahoo Fantasy Sports API. 
+
+### Setup 
+(Still in development!)
+
+```
+# setup conda environment.
+conda env create -n pyfantasy -f requirements.yml
+```
+
+
+
+
+## YahoSports Data scraping: 
+
+Query documentation can be found here: https://developer.yahoo.com/fantasysports/guide/
+
+Basically, the query goes "game/nfl/something"
+
+Player resource: https://developer.yahoo.com/fantasysports/guide/#player-resource  or https://developer.yahoo.com/fantasysports/guide/player-resource.html
+Game resource: https://developer.yahoo.com/fantasysports/guide/game-resource.html
+
+You need to generate an auth file using your Yahoo developer credentials: https://developer.yahoo.com/apps/ and [YahooSports](https://github.com/thorrr/YahooSports)
+
+## Authors
+
+* **[Colin Leong]((https://github.com/cdleong))**  
+
+## Acknowledgments
+* [Jason Bell](https://github.com/thorrr) the author of [YahooSports](https://github.com/thorrr/YahooSports), which I'm using to pull data down.
+
+
+## License
+
+This project is licensed under the GPLv3 License - see the [LICENSE.md](LICENSE.md) file for details
+
+
diff --git a/data/all_players.txt → ...adp_draft_analysis_before_2018_season.txt b/data/all_players.txt → ...adp_draft_analysis_before_2018_season.txt
diff --git a/data/all_players_after_2018_season_with_stats.txt b/data/all_players_after_2018_season_with_stats.txt