Weather forecast data

A classification workflow to predict rainfall (“Rain” vs. “no rain”) from meteorological features.

Python 3 & Jupyter Notebook pandas matplotlib scikit-learn
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Project Overview

The notebook loads weather_forecast_data.csv with pandas and inspects its structure (6 columns: Temperature, Humidity, Wind_Speed, Cloud_Cover, Pressure, Rain) over 2,500 entries  It prints summary statistics via .describe() and the first few rows to understand distribution and class balance  The target Rain is label-encoded, and numeric features are standardized with StandardScaler before model development.

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Project Details

  • Completion Date October 2024
  • Category Data Analysis
  • Project Type HTML File

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Weather forecast data