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Analysis and Visualization

In this document we will show case the details about our analysis and visualiztions efforts for our data.


Twitter Archive

Our first Analysis was about computing the numbers of each dog stages presented in our data and this is what we found:

Dog Stage Type Number
doggo 97
floofer 10
pupper 257
puppo 30

as we can see from this table pupper is the most common dog stage types and floofer is the least common. the total number of dog stages are 394 and there are 2556 dog not identified in any of our dog stages catagory.

Also in the Jupyter notebook there is a bar graph that illustrates that.


In this Analysis we will take a quick look about the statistics about the rating for these staged dogs.

there are some dogs rated zero (0/10) as the least rated dogs.

the highest rated dog was one called Atticus with rating of 177.6

the most common rating is 1.2 which has been given to a 562 dogs.

the median rating was 1.1

the average rating was 1.22222

also there is a boxplot that for ratings given to each of the dog stages in the notebook.


Twitter JSON

the most common number retweets were [1972,3652,83] and it happened with 5 different tweets for each of them.

the highest number of reweets for a given tween was 79515.

the tweet was "Here's a doggo realizing you can stand in a pool. 13/10 enlightened af (vid by Tina Conrad) https://t.co/7wE9LTEXC4"

the median for the retweets was 1473 and the average was 3164