VulnerabilityMap

Introduction

This repository holds the dataset for our paper: VulnerabilityMap: An Open Framework for Mapping Vulnerability among Urban Disadvantaged Populations in the United States.

File Structure

├── VulnerabilityMap
│   ├── disadvantage_features
│   │   ├── disadv_idx_composite_df
│   ├── vulnerability_outcomes
│   │   ├── shock
│   │   │   ├── covid_df
│   │   │   ├── uhi_df
│   │   ├── stress
│   │   │   ├── stress_level_1
│   │   │   │   ├── air_pollution_df
│   │   │   │   ├── energy_poverty_df
│   │   │   │   ├── facility_visitation_df
│   │   │   ├── stress_level_2
│   │   │   │   ├── experienced_segregation_df
│   │   │   │   ├── sentiment_df
│   │   │   │   ├── social_capital_df
│   │   │   ├── stress_level_3
│   │   │   │   ├── creative_job_df
│   │   │   │   ├── facility_visitation_df
│   │   │   │   ├── lifestyle_interests_df
│   │   │   │   ├── neighborhood_school_gap_df

Field Description

We provide processed datasets of disadvantage features and vulnerability outcomes for census block groups in the United States. The features contained in each category and corresponding information of the raw datasources are as follows: Note that because both Stress (Level 2) and Stress (Level 3) contain visitation related features, we include the complete file facility_visitation_df in both stress_level_2 and stress_level_3 directories.

License

Distributed under the MIT License. See LICENSE for more information.