WeRateDogs is a Twitter account that rates people's dogs with a humorous comment about the dog. For this project, I will gather data from a variety of sources and in a variety of formats related to this Twitter account. Then, assess the quality and tidiness, and clean it. Finally, wrangling efforts will be showcased through analyses and visualizations.
- pandas
- NumPy
- Requests
- tweepy
- Matplotlib
- JSON
- csv, tsv
- Create breed and confidence algorithm and remove prediction columns
- Pull dog gender from text column by looping for pronouns of males and females
- Separate or remove instances where two dog stages are listed for one tweet e.g. 'doggo,pupper' and 'doggo,floofer' etc.
- Compare retweets and favorites data
- Improve legibility of pie chart