about 7 years ago
Data Resources for Project Categories/Focus Areas
Digital Divide Resources:
- American Community Survey 5-Year Trends for Median Household Income, Poverty Rates and Computer and Internet Use: https://www.census.gov/newsroom/press-releases/2018/2013-2017-acs-5year.html
- Smartphone use data, via The Pew Charitable Trusts: https://www.pewinternet.org/fact-sheet/mobile/
- KEYSPOT Network in the City of Philadelphia: https://www.phillykeyspots.org/about-us/digital-divide/
- Background on digital divide in Philadelphia, via Wharton Public Policy Initiative: https://publicpolicy.wharton.upenn.edu/live/news/2420-bridging-the-digital-divide
Affordable Housing & Homelessness Resources:
- Philadelphia Tenants Union: http://phillytenantsunion.org/
- Affordable Housing Production in the City of Philadelphia: https://www.opendataphilly.org/dataset/housing-production
- US Dept. of Housing & Urban Development data: https://www.huduser.gov/portal/datasets/pdrdatas.html
- Philadelphia Division of Housing and Community Developments annual reports: http://ohcdphila.org/publications/1029aa-reports/
- Facts on Homelessness in Philadelphia, via Project HOME: https://projecthome.org/about/facts-homelessness
- U.S. Department of Housing and Urban Development Datasets: https://www.huduser.gov/portal/datasets/pdrdatas.html
Environmental Safety Resources:
- OpenDataPhilly environment-related datasets: https://www.opendataphilly.org/dataset?res_format=CSV&groups=environment-group
- Mayor's Office of Sustainability: https://www.phila.gov/departments/office-of-sustainability/
- Philadelphia Dept. of Public Health data: https://www.phila.gov/departments/department-of-public-health/data/
- Philadelphia Maps and Geographic Information - Environmental: https://guides.library.upenn.edu/c.php?g=475422&p=3254425
Healthcare Access & the Opioid Epidemic Resources:
- Philadelphia Dept. of Public Health data:https://www.phila.gov/departments/department-of-public-health/data/
- Philadelphia Federal Statistical Research Data Center (collection of health data resources): http://web.sas.upenn.edu/pfsrdc/menu1/health-data/
- OpenDataPhilly resources: https://www.opendataphilly.org/group/health-human-services-group
- Mayors Task Force on the Opioid epidemic in Philadelphia: https://www.phila.gov/programs/combating-the-opioid-epidemic
- Opioid overdose data (national, via CDC): https://www.cdc.gov/drugoverdose/data/index.html
- National Institute on Drug Abuse Research Data, Measures & Resources: https://www.drugabuse.gov/research/research-data-measures-resources
- Substance Abuse and Mental Health Services Administration (SAMHSA) Data resources: https://www.samhsa.gov/data/taxonomy/term/7382
Finance/Financial Literacy Resources:
- City of Philadelphia Financial Empowerment Resources:https://www.phila.gov/fe/Pages/Resources.aspx
- US Dept of Treasury Office of the Comptroller of the Currency (OCC)'s Financial Literacy resources: https://www.occ.gov/topics/community-affairs/resource-directories/financial-literacy/financial-literacy-update.html#nr
- Various economic and financial data: https://www.quandl.com/
- Financial and economic data from around the world: https://data.worldbank.org/
- International finance data provided by the IMF: https://www.imf.org/en/Data
Voting Access Resources:
- PA State Voting & Election Statistics: https://www.dos.pa.gov/VotingElections/OtherServicesEvents/VotingElectionStatistics/Pages/VotingElectionStatistics.aspx
- Election/Politics related data from OpenDataPhilly: https://www.opendataphilly.org/dataset?groups=elections-politics-group
- Philadelphia City Commissioners/ County Board of Elections Data: https://www.philadelphiavotes.com/en/resources-a-data/reports-and-publications
Food Insecurity/Access Resources:
- Food-related data from OpenDataPhilly: https://www.opendataphilly.org/dataset?groups=food-group
- Information on Food Access in Philadelphia, via The Food Trust: http://thefoodtrust.org/food-access
- Food Access Collaborative Dashboard of Hunger in Philadelphia: http://philadelphiaofficeofhomelessservices.org/know-homelessness/hunger-dashboard/
- Philly Food Finder, a guide to food assistance in Philadelphia: https://www.phillyfoodfinder.org/
- USDA Child Nutrition data: https://www.fns.usda.gov/pd/child-nutrition-tables
Employment Equity Resources:
- PhilaWorks Data & Trends: https://www.philaworks.org/data-trends/
- Philadelphia area employment statistics, via Bureau of Labor Statistics: https://www.bls.gov/regions/mid-atlantic/news-release/areaemployment_philadelphia.htm
- 2018 Workforce Diversity Profile Report: https://www.phila.gov/media/20190111113851/2018DiversityReport119.pdf
- Philadelphia Employee Salaries and Overtime: https://www.opendataphilly.org/dataset/employee-salaries-overtime
- Local and Regional Governmental Alliance on Race & Equity: https://www.racialequityalliance.org/jurisdictions/philadelphia-pennsylvania/
OTHER RESOURCES
General Philadelphia Datasets:
US Government Datasets:
- Data from various US government agencies: https://www.data.gov/
- Data on educational institutions and education demographics: https://nces.ed.gov/
Image Datasets:
- Annotated images: http://labelme.csail.mit.edu/Release3.0/browserTools/php/dataset.php
- An image dataset organized according to the WordNet hierarchy: http://image-net.org/ http://image-net.org/about-overview
Natural Language Processing:
- Question answering dataset featuring natural, multi-hop questions: https://hotpotqa.github.io/
Questions?
If you have any questions about the hackathon, please post on the discussion forum.