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AllDataLACityNeighborhoods.csv
AllDataLACityNeighborhoods.csv
 
 
CDC_SVI.ipynb
CDC_SVI.ipynb
 
 
PC1.jpg
PC1.jpg
 
 
PCA.jpg
PCA.jpg
 
 
README.md
README.md
 
 
SoVI_analysis.ipynb
SoVI_analysis.ipynb
 
 
SoVI_dataset.csv
SoVI_dataset.csv
 
 
True_SoVI_analysis.ipynb
True_SoVI_analysis.ipynb
 
 
cleaned_social_vulnerability_dataset.csv
cleaned_social_vulnerability_dataset.csv
 
 
df_censustract.csv
df_censustract.csv
 
 
df_censustract_scores.csv
df_censustract_scores.csv
 
 
df_factor_censustract_scores.csv
df_factor_censustract_scores.csv
 
 
df_factor_loadings.csv
df_factor_loadings.csv
 
 
df_neighborhood_SVi.csv
df_neighborhood_SVi.csv
 
 
df_neighborhood_SoVi.csv
df_neighborhood_SoVi.csv
 
 
df_neighborhood_dataset.csv
df_neighborhood_dataset.csv
 
 
df_neighborhood_themes.csv
df_neighborhood_themes.csv
 
 
df_original_new_themes.csv
df_original_new_themes.csv
 
 
df_unrotated_loadings.csv
df_unrotated_loadings.csv
 
 
df_updated_vulnerability.csv
df_updated_vulnerability.csv
 
 
df_variance_with_loadings.csv
df_variance_with_loadings.csv
 
 

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Social Vulnerability Index is a metric to measure the resilience of communties to eternal stresses such as earthquake, natural disasters, floods etc. It quantifies how social and physical factors affects a community's ability to prepare for, recover to, and recover from adverse effects. The code calculates the Social Vulnerability Indices for census tracts and neighborhoods in LA city.

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