Dataset to EDA Reporting in just 3 lines
Convert a pandas dataframe to an EDA reeporting in HTML format.
Required packages: pandas, sklearn, pandas_profiling
Install these packages: pip install pandas, sklearn, pandas_profiling
---- code ----
import pandas as pd
from sklearn import datasets
from pandas_profiling import ProfileReport
ds=datasets.fetch_california_housing()
df=pd.DataFrame(data=ds.data, columns=ds.feature_names)
profile = ProfileReport(df,title="Demo DataReport")
profile.to_file("edaReport.html")
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