This repository contains various small projects that cover different aspects of exploratory data analysis and data science techniques using python and jupyter notebooks.
| No. | Project | Overview |
|---|---|---|
| 1 | Spotify Top Songs | Short exploratory data analysis from an open source dataset looking at what drives song popularity, of which I use linear regressions and invistigate how the distrubution of variables over time. |
| 2 | Logistic Regression with Categorical Variables | A supplementary notebook to my article on Medium detailing the application of logisitic regression with reference categories with categorical data and finally, how to interpret odds ratios. |
| 3 | coming soon... |
Enjoy :)