shafakatarnob / bdricestudy-productionanalysis-priceprediction Goto Github PK

Explore a detailed spatiotemporal study of rice production and pricing trends in Bangladesh from 1971 to 2022. This repository contains geospatial visualizations showcasing growth patterns, indigenous variations, and regional dynamics of rice cultivation. Comparative analysis of production and price trends offers valuable insights into the agricultural sector's dynamics.

• Geospatial heat charts and chloropleth maps for visualizing rice cultivation trends.
• Comparative analysis of production and price dynamics over different time periods.
• Predictive modeling using GridSearchCV, Ridge regression, Decision Tree, and LightGBM for accurate rice price prediction in 2021 and 2022.

📈 Discover the significance of spatial factors in policy decisions and gain insights that can drive informed exploration and policy-making in the realm of rice production in Bangladesh.

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