Code for 2024-2025 BDC

• geoapify.py - Code for querying the Geoapify API
• takeAverage.py - Code for taking the average of the data
• clearAverage.py - Code for clearing the average data
• datasets - Culmination of all the datasets used
• prediction_analysis.ipynb - Code for analyzing the prediction
• prediction_analysis_w_infrastructure.ipynb - Code for analyzing the prediction with infrastructure
• lstm_datasets - Code for creating the LSTM datasets
• lstm - Code for creating the LSTM model and running the prediction on each feature
• hdi_cleanup.ipynb - Code for cleaning the HDI dataset (Remove HDI and spliting mean and expected schooling)
• data_combination.ipynb - Code for combining the data
• data_cleanup.ipynb - Code for cleaning the data
• data_analysis.ipynb - Code for analyzing the data (Generating R, R^2, Feature Importance, etc.)
• data_analysis_w_infrastructure.ipynb - Code for analyzing the data with infrastructure (Generating R, R^2, Feature Importance, etc.)
• visualization.ipynb - Code for visualizing the data
• visualization_w_infrastructure.ipynb - Code for visualizing the data with infrastructure