WeRateDogs is a Twitter account that rates people’s dogs with a humorous comment about the dog. These ratings almost always have a denominator of 10. The numerators, though? Almost always greater than 10. 11/10, 12/10, 13/10, etc. Why? Because “they’re good dogs Brent.” WeRateDogs has over 4 million followers and has received international media coverage. The following datasets were used for this analysis:
- Enhanced Twitter Archive
- Additional Data via the Twitter API
- Image Predictions File (More information can be found in the Wrangling report)
Three source was given for the data gathering exercise, the first source was a CSV file provided by Udacity and downloaded from website, and it was read into the pandas. The second was a TSV file extracted from a page from Udacity website using requests library and also writing the data into a file that was loaded into pandas. The third source was to be gotten from twitter API, but due to some inconveniences, I resulted to using the TXT file provided by Udacity, it was obtained using requests, loaded with JSON and was loaded into the pandas DataFrame.