Data Analysis

Weather forecast data

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

Oct 2024 Eng. Ameen Qahtan

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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Weather forecast data
Project Details
Category
Data Analysis
Completed
Oct 08, 2024
Technologies
Python 3 & Jupyter Notebook pandas matplotlib scikit-learn