Act Report - WeRateDogs

Introduction

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.

In this project, I have wrangled the data from multiple sources and assessed them for the quality and tideness issues and cleanded the data for achieving great visualizations. I will share many insights into the WeRateDogs today. So, stay tuned.
Here, is an example of how WeRateDogs rate the good dogs
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Most Common dog name

How often have to heard a dog named Dragonfly or blackmamba, I guess never. From the Dataset we found out some of the most common dog names. You will not be surprised that one of this is your dog name.
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So, some of the most common names for dogs are, Tucker, Oliver, Penny, Cooper, or Charlie

Favourite Count vs Rating given

WeRateDogs have a very different rating system they tend to rate more than 10 on a scale of 10. Also, some might think whether their rating system is giving good rating to good dogs or not? To answer this I have plotted the favourite counts vs the rating plot. Favourite count is given by the users whereas the rating is given the the WeRateDogs img2.png

So, the rating system seems fair, because as the ranting increases, the favourites count also increases means that the people love that dog more.

Common dog Types

How often have to heard a dog named Dragonfly or blackmamba, I guess never. From the Dataset we found out some of the most common dog names. You will not be surprised that one of this is your dog name.
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So, the most common type of dog is pupper. puppy is called pupper in doggo lingo

Average Rating a dog receives

So, whats an average rating a dog gets? Souupse if you are planning to rate your dog from weRateDogs how much rating is you dog likely to receive?
It is 1.059. That means on a scale of 10 you dog will likely receive more than 10 rating points

Highest Rated Dog breeds

Now, we will look at the most awaited result. Which dog breed has got the highest rating form weRateDogs? It is Golden retirver? img1.png

Well The golden retirver was getting unfair advantage because of some outliers. After removing it the Bouvier des flandres came as the highest rated dog

from subprocess import call
call(['python', '-m', 'nbconvert', 'act_report.ipynb'])
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