WeRateDogs: A Data Analysis Project
Project Overview
Using Python and its libraries, I gathered data from a variety of sources and in a variety of formats, assessed its quality and tidiness, then cleaned it. 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.
Skills
- Data Gathering
- Data Assessing
- Data Cleaning
- Exploratory Data Analysis
- Data visualizations with Matplotlib and Seaborn
Insights
golden_retriever and Labrador_retriever make up the majority of the posts (as determined by the image recognition algorithm)
Chihuahua have more ratings than German Shepherd
The average rating for a Chihuahua is lower than the average rating for a German Shepherd