Project 7 — Day 21 of 30 days of Data Analytics with Projects Series

Welcome back peep. Hope all’s well. This is Day 21 of 30 days of data analytics where we will be implementing a project covering —

1. Data Profiling

2. Feature Engineering

3. GroupBy Features

4. Categorical and Numerical Features

5. Missing Value Analysis

6. Fill the missing Values

7. Unique Value Analysis

8. Univariate Analysis

9. Bivariate Analysis

10. Multivariate Analysis

11. Correlation Analysis

12. Correlation Coefficients

Spearman’s ρ

Pearson’s r

Kendall’s τ

Cramér’s V (φc)

Phik (φk)

Let’s cover the most important concepts in brief —

1. Data Profiling: Data profiling is the process of examining the data in a dataset to understand its characteristics…