Exploratory-Data-Analysis

This repository contains EDA on 2 datasets.

1. AquaStat

Using the open-sourced data(AquaStat) by Food and Agriculture organization http://www.fao.org/home/en/ of the United Nation's, I am trying to analysis:

Is water availability and water use related to GDP per capita?

The EDA process includes the below steps:

1. Data wrangling
2. Data profiling
3. Univariate data analysis
4. Bivariate data analysis
5. Assess the relationship between each varible and the target variable

2. RedCard

The dataset for this taken from the paper, https://osf.io/gvm2z/ This analysis tries to answer the question,

Are soccer referees more likely to give red cards to dark-skin-toned players than light-skin-toned players?

Data tidying is the major part of this analysis. In the resources floder of RedCard, you can find a reference book for Data Tidying.