WeRateDogs Tweets Insights and Visualization

The WeRateDogs Twitter page is a "Your Only Source For Professional Dog Ratings". We analyze tweets from this page to answer the following questions about the dogs tweeted about.
This analysis involves only original tweets by WeRateDogs that contain images. They don't contain other tweets retweeted by WeRateDogs.
The breeds the dogs belong to were predicted based on the images. This dataset is combined with the data got from the WeRateDogs page.

Most of the dogs were in the pupper stage and blep being the least. None of the tweets indicated that a dog was at the snoot stage.
A Graph of Dog Stages

The dog ratings are in the form of numerator/denominator. The dominant rating found was 12/10. We represent a bar graph of the top 14 ratings. A Graph of Ratings

The most popular breed found in the tweets was the Golden Retriever. The next four in descending order are Labrador Retriever, Pembroke, Chihuahua and Pug. A Graph of Dog Breeds

All the tweets came from 4 sources.
Most of the tweets came from Twitter for iPhone and the least come from TweetDeck. A Graph of Dog Breeds

Details of the tweet/dog with Most Retweets and Most Favorited

Interestingly, the same tweet was most retweeted and the most favorited.
The name couldn't be found. It is a Labrador Retriever doggo which is rated 13/10, tweeted from 'Twitter with iPhone'. For the link to the tweet click here

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