If you want to analyze simply, use ProfileReport

If you don't know how to analyze with code or don't have a time, you can simply use ProfileReport library.

The steps is very simple too.

1. Install
   pip install ydata-profiling

2. Import and use it
   

import pandas as pd
import numpy as np

from ydata_profiling import ProfileReport

df = pd.read_csv('data.csv')
report = ProfileReport(df, title='Data analysis')
report.to_file("Data_report.html")

It will be stored as 'Data_report.html'.

It automatically report these things.

• Information of the data
• Type of the variable
• Count None value
• Descriptive statistic of the variables
• Correlation each of the variables
• Visualization of the analysis (auto adjusted type of graph)
• etc.

It was very helpful to write a report quickly.