Chukwuemeka Michael Obioha

9/3/22, 11:12 AM act_report Report: act_report Analyzing and Visualizing WeRateDogs By Michael Obioha Introduction WeRateDogs is a Twitter account that rates people'sdogs with a humorous comment about the dog. These ratings almost always have a denominator of 10. The numerators however are almost always greater than 10 (11/10, 12/10, 13/10, etc.). In theory the rates should be 1 to 10. However, WeRateDogs disagree, they admit almost all the dogs deserve a 10 or more than that. This project works through the data wrangling process, focusing on the gathering, assessing, and cleaning of data. There are visualizations and observations from the analysis provided as well. Insights 1. The correlation between the retweet counts, and favorite counts over time. file:///C:/Users/USER/OneDrive/Documents/Udacity/act_report.html 1/5 9/3/22, 11:12 AM act_report The image above shows that there is a positive correlation. This correlation is important for the owner of the WeRateDogs Twitter account to understand when determining methods to increase user traffic on the page. This could be of great use to a team of data analysts or a twitter page owner who wants to model thei posts based on previous recommended posts with high retweet counts or high favorite counts 2. The most used Twitter Source file:///C:/Users/USER/OneDrive/Documents/Udacity/act_report.html 2/5 9/3/22, 11:12 AM act_report Clearly from the visualization above we can see that most Twitter users use Twitter for iPhone on the page. With a value count of 1955 tweets, while twitter Web Client and TweetDeck has a value count of 28 and 11 tweets respectively file:///C:/Users/USER/OneDrive/Documents/Udacity/act_report.html 3/5 9/3/22, 11:12 AM act_report Names are important, even for dogs. The four most popular dog names are Charlie, Oliver, Cooper, and Lucy. The most most popular dog name is Charlie with 11 counts, the close second most popular names are Lucy, Oliver and Cooper with all three names having a tie at 10 counts respectively conclusion file:///C:/Users/USER/OneDrive/Documents/Udacity/act_report.html 4/5 9/3/22, 11:12 AM act_report There is a lot more that can be done with this dataset, a lot more quallity and tidiness issues can be found and we can clean the data to produce an even better dataset. Take a good look at the dataset and discover more things to analize. file:///C:/Users/USER/OneDrive/Documents/Udacity/act_report.html 5/5