Technologies utilized are Python, Pandas, and a variety of plotting packages. The target was @dog_rates. Tweepy (Python library) was used to access the twitter API and receive JSON data. I also had access to a machine learning file that classified pictures of dogs (.tsv), which was downloaded via Python’s request library. This project includes data gathering, cleaning, storing, and analyzing the results. I was most interested in what this population of users likes in terms of breeds and how their ratings of those breeds have changed over time.