#!/usr/bin/env python3

import numpy as np
import pandas as pd
from pandas_profiling import ProfileReport

df = pd.DataFrame(np.random.rand(100, 5), columns=["a", "b", "c", "d", "e"])

profile = ProfileReport(df)
profile.to_file("your_report.html")

# As a JSON string
json_data = profile.to_json()
# As a file
profile.to_file("your_report.json")