Exploratory Data Analysis on Water Pump

This project aims to perform exploratory data analysis on water-pumps.The Data in analysis consist of information of pumps which are functional, which need some repairs and which don’t work at all.The task is to analyse these three classes based on a number of variables about what kind of pump is operating, when it was installed, and how it is managed. A smart understanding of which can improve maintenance operations and ensure that clean, potable water is available to communities.

Dataset Description

The dataset is from Taarifa and the Tanzanian Ministry of Water that is taken from Driven Data website.The Dataset consists of information related to water-pumps across the Tanzanian community.The information include the details related to pump's geographical location,installation details,functionality of pumps,water quality of pump,water quantity,population around the pump.The dataset consists of 59400 rows and 41 features.