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WeRateDogs Data Wrangling

by (Shadrack Mwangi)

Dataset

WeRateDogs is a Twitter account that does exactly what it says. It rates dogs. Their funny captions are just over the top. All you have to do is send them a serious or funny dog picture via direct message and they'll give it a score from one to ten. The account was started in 2015 by college student Matt Nelson, and has received international media attention for its popularity.

Summary of Findings

Stephan was the most liked dog. The dog had 51643 retweets and 111627 people tagged it as a favorite. Dogs posted around 6:00 a.m. were most likely to recieve high retweets and favorites compared to dogs posted on any other time of the day. The five most common types of dogs includes Golden Retriever, Labrador Retriever, Pembroke, Chihuahua, and Pug. The Golden Retriever is the most common type of dog. There is a positive correlation between a dog's rating and the number of retweets a dog get. There was also a positive correlation between dog's rating and retweets.

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