For exploratory data analysis, the data analysis done before it needs to look at the overall profile data, pandas_profiling tool can quickly preview data.
installation
pip install pandas-profiling
use
import pandas as pd
import pandas_profiling
data = pd.read_csv('books.csv')
pandas_profiling.ProfileReport(data)
profile = pandas_profiling.ProfileReport(data)
profile.to_file(output_file="output_file.html")