Automated EDA Report Generator

Data_Science/Automated EDA Report Generator/Readme.md

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+Automated EDA Report Generator
+
+A simple tool to generate an HTML EDA (Exploratory Data Analysis) report from a CSV file.
+
+Features:-
+Generates HTML report from CSV
+Uses pandas and ydata-profiling
+Easy to run locally or automate with n8n
+
+*INSTALLATION*
+git clone https://github.com/<your-username>/automated-eda-report-generator.git
+cd automated-eda-report-generator
+python -m venv .venv
+source .venv/bin/activate # Windows: .venv\Scripts\activate
+pip install -r requirements.txt

Data_Science/Automated EDA Report Generator/generate_report.py

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+import pandas as pd # type: ignore
+from ydata_profiling import ProfileReport
+import os
+import argparse
+
+# Default input/output
+DEFAULT_INPUT = 'data.csv'
+DEFAULT_OUTPUT = 'report.html'
+
+# Parse command-line arguments
+parser = argparse.ArgumentParser(description="Generate HTML EDA report from CSV")
+parser.add_argument("--input", "-i", default=DEFAULT_INPUT, help="Path to CSV file")
+parser.add_argument("--output", "-o", default=DEFAULT_OUTPUT, help="Path to save HTML report")
+args = parser.parse_args()
+
+input_path = args.input
+output_path = args.output
+
+# Check input file exists
+if not os.path.exists(input_path):
+    print(f"Input file '{input_path}' not found.")
+    exit(1)
+
+# Read CSV and generate report
+df = pd.read_csv(input_path)
+profile = ProfileReport(df, title="Automated EDA Report", explorative=True)
+os.makedirs(os.path.dirname(output_path) or '.', exist_ok=True)
+profile.to_file(output_path)
+
+print(f"✅ Report generated: {output_path}")