Analyzing dog breeds, expenses, traits and genetic ailments. Informed insights empower decision-making, fostering a deeper bond with man's best friend.
- Data Gathering
- Data Cleaning
- Exploratory Data Analysis
- Statistical Modelling
- Excel
- Python / Jupyter Lab
- Tableau
Breed code: https://acrobat.adobe.com/id/urn:aaid:sc:US:907ae894-61fe-4a01-bbcc-cbeec3f8ed2c
Lifetime cost data: https://www.kaggle.com/datasets/paultimothymooney/best-in-show-data-about-dogs
Intelligence/Size: https://www.kaggle.com/datasets/thedevastator/canine-intelligence-and-size/data
- Standardize data from multiple sources
- Further evaluate statistical model
- Improve code quality
- Leverage Dog Api to pull in images/enhance user experience
There is a statistically significant correlation between popularity and average purchase price indicating you may pay a premium for popular dogs. Larger(height metric) dogs are more likely to be predisposed to cancer.
Dashboards:
- Cost breakdown $ of Dog Ownership
- Character Traits and Predisposition to ailments based on dog breeds
Tableau online: TBD