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ydata_profiling_eda_report_to_html_quickstart.py

python

Generates a comprehensive exploratory data analysis report from a Panda

15d ago15 linesydata-profiling.ydata.ai
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ydata_profiling_eda_report_to_html_quickstart.py
1import numpy as np
2import pandas as pd
3from ydata_profiling import ProfileReport
4
5# Create a sample DataFrame
6df = pd.DataFrame(np.random.rand(100, 5), columns=["a", "b", "c", "d", "e"])
7
8# Generate the profiling report
9profile = ProfileReport(df, title="Profiling Report")
10
11# Save the report to an HTML file
12profile.to_file("your_report.html")
13
14# Alternatively, if using a Jupyter Notebook, you can display it inline:
15# profile.to_notebook_iframe()