tdraebing/Exploring-waterpoint-conditions-in-Tanzania

Explore and Summarize Data # Udacity Project-4 ## The condition of Tanzanian water access points Water.Rmd -> source file Water.html -> knitted report training_set.csv, training_labels.csv, test_set.csv -> data set files Project description from Udacity: Use R and apply exploratory data analysis techniques to explore relationships in one variable to multiple variables and to explore a selected data set for distributions, outliers, and anomalies. Challenge description from drivendata.org: Using data from Taarifa and the Tanzanian Ministry of Water, can you predict which pumps are functional, which need some repairs, and which don't work at all? This is an intermediate-level practice competition. Predict one of 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 waterpoints will fail can improve maintenance operations and ensure that clean, potable water is available to communities across Tanzania.