carrytheeast/Project_elementry_care_facilities

dbscan-clustering folium geopandas kakao-api kmeans-clustering meanshift-clustering minibatchkmeans-clustering pca robust-scaling silhouette-score spectral-clustering gaussianmixture-clustering affinity-propagation-clustering agglomerative-clustering birch-clustering clustering clustering-methods

Project in 2022.10 - Selection of additional areas for elementry care facilities in Busan of KOREA

This project was conducted in the fall semester of Pukyong National University's third year.

Used Kakao API, Folium, GeoPandas, Robust Scaler, Sihouette score, PCA, Kmeans, MiniBatchKmeans, MeanShift, DBSCAN, SpectralClustering, GaussianMixture, Birch, AffinityPropagation, AgglomerativeClustering

References

About Dataset

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[Data Analysis] Project in 2022 - Selection of additional areas for elementry care facilities, Used 8 Clustering methods

dbscan-clustering folium geopandas kakao-api kmeans-clustering meanshift-clustering minibatchkmeans-clustering pca robust-scaling silhouette-score spectral-clustering gaussianmixture-clustering affinity-propagation-clustering agglomerative-clustering birch-clustering clustering clustering-methods

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