Global Climate Insights: A Comprehensive Spatial Analysis of Temperature Trends

Overview

This project offers a deep dive into the dynamics of global climate change, showcasing temperature trends across the globe through data-driven visualizations. It highlights the impact of climate change on different regions and uncovers seasonal variations, providing valuable insights into the long-term trends of our planet's climate.

Features

• Data Cleaning and Preparation: Scripts for processing global temperature datasets to ensure quality analysis.
• Spatial Analysis: Advanced analysis of temperature trends by country and region, including seasonal variations.
• Visualization: Interactive maps and charts that visually represent the findings, making complex data accessible.

Tools and Technologies

• NumPy
• Pandas
• Plotly
• Seaborn
• Matplotlib
• OpenCage
• Folium

Dataset

https://drive.google.com/drive/folders/1nl39CBg496Ke-ygKrfMR-x3er7r5Htiu?usp=sharing 🔗