Pandas profiling

How to do pandas profiling

//get the latest version of pandas_profiling
import numpy as np
import pandas as pd
import pandas_profiling

df1=pd.read_csv(<File path>)

profile = df1.profile_report(title="<give any name you want>")
profile.to_file(output_file="<givefilename>.html")

Pandas profiling

!pip install https://github.com/pandas-profiling/pandas-profiling/archive/master.zip
  
from pandas_profiling import ProfileReport

profile = ProfileReport(df, title='Pandas Profiling Report', explorative=True)
profile.to_widgets()

Pandas profiling

import numpy as np
import pandas as pd
from pandas_profiling import ProfileReport
profile = ProfileReport(train, title="Pandas Profiling Report")
profile.to_widgets()
profile.to_file("your_report.html")

Pandas profiling

profile = df.profile_report(title=’Pandas Profiling Report’)profile.to_file(output_file=”Pandas Profiling Report — AirBNB .html”)

Source: medium.com

How to install pandas profiling

# You can download pandas-profiling by installing the version that runs on your computer for me this worked:
pip install pandas-profiling==1.1.0 # Paste this in the terminal
# Now type pip install pandas-profiling in your terminal it will say, Requirment already satisfied.

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