Update README.md

Author: Sonny Li

Diff for: yelp/README.md

@@ -1,44 +1,11 @@
-# Codecademy + Twitch
+# Codecademy + Yelp
 
-https://www.codecademy.com/courses/dspath-twitch/articles/twitch-project
+[Yelp](www.yelp.com) was founded in 2004 to help people find great local businesses.
 
-[Twitch.tv](www.twitch.tv) is the world's leading video platform and community where millions of people and thousands of interests collide in a beautiful explosion of video games, pop culture, and conversation.
+We have partnered with Yelp Data Science team for the Linear Regression Cumulative Project and you will be working with real data from Yelp to predict the Yelp rating of a restaurant.
 
-In the Data Science Path Cumulative Project, we have partnered with the [Twitch Science Team](https://science.twitch.tv/) and we were given a scrubbed dataset (800,000 rows) that describe user engagmeent with Twitch stream and Twitch chat on January 1st, 2015:
+Thank you Yelp for this partnership and especially:
 
-- [x] [`stream.csv`](stream.csv)  
-- [x] [`chat.csv`](chat.csv)  
-
-The `stream.csv` has the following fields:
-
-Headers | Description |
---- | --- |
-`time` | date and time (YYYY-MM-DD HH:MM:SS)
-`device_id` | device ID
-`login` | login ID
-`channel` | streamer name
-`country` | country name abbreviation
-`player` | streamed device
-`game` | game name
-`stream_format` | stream quality
-`subscriber` | is the viewer a subscriber? (true/false)
-
-The `chat.csv` has the following fields:
-
-Headers | Description |
---- | --- |
-`time` | date and time (YYYY-MM-DD HH:MM:SS)
-`device_id` | device ID
-`login` | login ID
-`channel` | streamer name
-`country` | country name abbreviation
-`player` | chat device
-`game` | game name
-
----
-
-Thank you Twitch Science Team for this partnership and especially:
-
-- [June Dershewitz](https://twitter.com/jdersh), Head of Data Governance & Analytics, Twitch
-- [Sharmeen Browarek](https://www.linkedin.com/in/sharmeenbrowarek/), Product Manager, Twitch
-- [Carson Forter](https://twitter.com/carsonforter), Data Scientist, Twitch
+- Sebastian Couvidat, Sr. Data Scientist, Yelp
+- Jenny Lin, Data Scientist, Yelp
+- Jessica Hart, Corporate Counsel, Yelp