تفاصيل العمل

Deforestation Analysis (1990 - 2016) Using Python

In this project, I analyzed global deforestation trends from 1990 to 2016 using Python and data analytics tools.

Key Project Deliverables:

️ Data cleaning and preprocessing to ensure accuracy

️ Time-series analysis of forest area changes worldwide

️ Advanced data visualizations showcasing deforestation patterns

️ Utilization of Pandas, Matplotlib, and Seaborn for interactive charts

️ Insight extraction to support environmental awareness and sustainability

This project leverages big data analysis to provide a clear and in-depth understanding of global deforestation and its environmental impact.

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