Wrangle and Analyse Data

We Rate Dogs

Overview

The twitter handle @dog_rates also known as WeRateDogs have over 7 million followers and has received international media coverage. WeRateDogs rate's the dog with a hilarious comment. These ratings almost always have a denominator of 10. The numerators, though? Almost always greater than 10.

More information

The twitter-archive-enhanced.csv twitter archive data of WeRateDogs(@dog_rates) and the prediction_clean.csv was provided by Udacity for wrangling and analyzing it.

Connection to twitter

For getting more information from twitter using tweet_id one can signup for twitter developers account and add there details instead of the word "HIDDEN".

consumer_key = 'HIDDEN'
consumer_secret = 'HIDDEN'
access_token = 'HIDDEN'
access_secret = 'HIDDEN'

Commit message style

• Docs: For document change/update
• Gather: For Wrangling process - Reading/Gathering
• Assess: For Wrangling process - Assess
• Clean: For wrangling process - Cleaning quality and tidiness issues, may include test codes too
• Viz: For visualization
• Refactor: Refactoring existing code
• Chore: Package manager