Pump It Up — Exploratory Data Analysis

Python

EDA

Machine learning

Random forest

Part one of my DrivenData Tanzanian water-pump machine-learning project: exploring and cleaning the data.

Published

September 1, 2022

Project

I took part in a competition on DrivenData, predicting the functionality of water pumps across Tanzania. I wrote the work up on Medium — you can read the first article, on the exploratory data analysis, here.