GitHub - DavidBShan/City-Development-Index

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

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Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
datasets		datasets
lstm		lstm
lstm_datasets		lstm_datasets
lstm_visualization		lstm_visualization
.gitignore		.gitignore
README.md		README.md
clear_average.py		clear_average.py
data_analysis.ipynb		data_analysis.ipynb
data_analysis_w_infrastructure.ipynb		data_analysis_w_infrastructure.ipynb
data_cleanup.ipynb		data_cleanup.ipynb
data_combination.ipynb		data_combination.ipynb
geoapify.py		geoapify.py
hdi_cleanup.ipynb		hdi_cleanup.ipynb
prediction_analysis.ipynb		prediction_analysis.ipynb
prediction_analysis_w_infrastructure.ipynb		prediction_analysis_w_infrastructure.ipynb
take_average.py		take_average.py
version_check.ipynb		version_check.ipynb
visualization.ipynb		visualization.ipynb
visualization_w_infrastructure.ipynb		visualization_w_infrastructure.ipynb