# Install library (run once)
!pip install ydata-profiling

import pandas as pd
from ydata_profiling import ProfileReport

# Read dataset
df = pd.read_csv("job_salary_prediction_dataset.csv")

# Quick look at the data
print(f"Dataset Shape: {df.shape}")
print(df.head())

# Create profiling report
profile = ProfileReport(
    df,
    title="Job Salary Dataset Profiling Report",
    explorative=True
)

# Save report as HTML
profile.to_file("job_salary_report.html")

print("Profiling report saved as 'job_salary_report.html'")