eda_template.md

Project Title

This is a template for exploratory data analysis. It is meant to be used as a guide for the analysis of a dataset. It is not meant to be a rigid template. Feel free to add or remove sections as you see fit. The goal is to provide a structure for the analysis and to make it easy to share the results with others.

1.Introduction

Background

Problem Statement

Key Client

2.Data Sources, Acquisition, and Cleaning

Data Sources and Data Dictionary

Data Cleaning

3.Exploratory Data Analysis

Univariate Analysis

• Describe the distribution of each variable. Include a histogram and a boxplot for each variable.

• Observations about the distribution of each variable.

• Key takeaways from the univariate analysis.

Bivariate Analysis

• Describe the relationship between each variable and the target variable. Include a scatterplot for each variable.
• Obseravations between numerical and numerical variables.
• Observations between categorical and numerical variables.
• Observations between categorical and categorical variables.
• Observations about the relationship between each variable and the target variable.
• Key takeaways from the univariate analysis.

Multivariate Analysis

• Multivariate analysis describes the relationship between more than two variables.

• Key takeaways from the Multivariate analysis.

4.Conclusions and Recommendations

Conclusions

Recommendations

4.Next Steps