Project information
- Category: Python Project
- Title: Exploratory Data Analysis
- Project date: 27 April, 2023
- Project URL: EDA
Description
Exploratory Data Analysis refers to the critical process of performing initial investigations on data so as to discover patterns,to spot anomalies,to test hypothesis and to check assumptions with the help of summary statistics and graphical representations. Using telco churn data, Exploratory Data Analysis and Visualization are carried out to find out:
1. Statistical Summary: numerical and categorical approach.
2. Univariate Analysis: to find out the distribution of data on numerical data and the number of categorical variables.
3. Bivariate Analysis: to determine the relationship between 2 variables.
4. Multivariate Analysis: To determine the correlation between data with a large number of variables using a heatmap.