data.pa.gov

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What this record is. Each row compares the update cadence a dataset advertises in its own portal metadata against the last update time that same portal reports. Nothing here is a claim of wrongdoing, and nothing here is scraped from a third party — every figure is recomputable from the portal's own public API in seconds using the link in the row. Datasets whose own titles say they are historical or cover a closed period are excluded from the headline and listed separately.
Method: Socrata catalog API; advertised Update-Frequency vs measured data_updated_at; frozen >3x the advertised budget; self-labeled historical excluded; bounded-period datasets reported separately as label bugs, not abandoned feeds
Producer: core/govdata_national_merge.cjs · recompute boundary 2026-10-28T14:30:00.000Z · record is 9.2 hours old.

Of 277 datasets on this portal that advertise an update cadence, 108 (39%) were last updated longer ago than that cadence allows. 2 self-labeled historical datasets were excluded. The longest-running gap is 3.4 years.

DatasetAgencyAdvertisedDays since updateOver budget
COVID-19 Cases by Race Current County Health Department of Health (DOH)daily1232 1231.9x
COVID-19 Cases by Gender Current County Health Department of Health (DOH)daily1232 1231.9x
COVID-19 Cases by Ethnicity Current County Health Department of Health (DOH)daily1232 1231.9x
Game Commission Hunting Agents Office of Administration (OA)daily554 553.8x
SUNSET - USDA Summer Meals Sites 2020 Office of Administration (OA)daily533 533.2x
2025 Municipal Primary Election Mail Ballot Requests Department of State Department of State (DOS)daily385 384.7x
COVID-19 Federal Pharmacy Partners Long Term Care Facility Vaccine Clinics Current Health Department of Health (DOH)weekly2030 290x
COVID-19 Pennsylvania Vaccine Providers 2nd Dose Vaccine Allocation Current Health Department of Health (DOH)weekly2002 286x
PALS_Sales_Outlets Office of Administration (OA)daily275 275x
2025 Municipal General Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily273 272.9x
COVID-19 Vaccinations by Gender Current Statewide Health Department of Health (DOH)weekly1265 180.7x
COVID-19 Deaths by Ethnicity Current County Health Department of Health (DOH)weekly917 131x
Naloxone First Responder Program 2017 - Current County Commission on Crime and Delinquency PA Commission on Crime and Delinquency (PCCD)monthly1969 63.5x
GDC.DEP_REGIONS Department of Environmental Protection (DEP)monthly1692 54.6x
Medical Marijuana Regions Current Statewide Health Monthly Office of Administration (OA)monthly1693 54.6x
DEP_OFFICES Office of Administration (OA)monthly1692 54.6x
Trails Simple Geometry Office of Administration (OA)monthly1685 54.4x
2026 Primary Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily50 49.6x
Driver Vehicle Services Locations Current Statewide Transportation Department of Transportation (PDOT)monthly1527 49.3x
Pennsylvania Board of Probation and Parole Reentrant Employment Status CY 2018 - Current Monthly County Corrections Department of Corrections (DOC)monthly1462 47.2x
Inmate Vocational Training Status CY 2018 - Current Monthly County Corrections Department of Corrections (DOC)monthly1462 47.2x
COVID-19 Total Expenditures Current Statewide Governor's Budget Office Office of Performance through Excellencemonthly1239 40x
Fire Department Listing Current State Fire Commission Office of the State Fire Commissioner (OSFC)quarterly3373 36.7x
COVID-19 Aggregate Death Data Current Monthly County Health Department of Health (DOH)monthly917 29.6x
COVID-19 Deaths by Age Current Monthly County Health Department of Health (DOH)monthly917 29.6x
COVID-19 Deaths by Race Current Monthly County Health Department of Health (DOH)monthly917 29.6x
COVID-19 Deaths by Gender Current Monthly County Health Department of Health (DOH)monthly917 29.6x
Reproductive Services Site Information Governor's Officemonthly860 27.7x
Non-Depository Licensee Information Current Banking and Securities Office of Administration (OA)daily27 27.4x
Waste Management, Resource Conservation and Recovery Act (RCRAInfo) Department of Environmental Protection (DEP)quarterly2396 26x
Digital Literacy Program Organization Types Department of Education (PDE)monthly807 26x
Inmate Medication-Assisted Treatment (MAT) Quarter 1 2017 - Current Statewide Corrections Department of Corrections (DOC)quarterly2213 24.1x
Safe Drinking Water Sample Results Information Systems Pennsylvania 2010 - Current Environmental Protection Department of Environmental Protection (DEP)quarterly2049 22.3x
Count and Rate of Court Cases and Drug Court Participants Specifying Opioids in Pennsylvania CY 2016 - Current County Administrative Office of Pennsylvania Courts (AOPC) Administrative Office of Pennsylvania Courts (AOPC)quarterly1962 21.3x
Emergency Medical Services (EMS) Naloxone Dose Administered CY 2018 - Current Quarterly County Health Department of Health (DOH)quarterly1847 20.1x
Rate of Women Diagnosed with Opioid Use Disorder (OUD) during Pregnancy CY 2016 - Current Statewide Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)quarterly1527 16.6x
Rate of Women on Medical Assistance (MA) Diagnosed with Opioid Use Disorder (OUD) during Pregnancy CY 2016-Current Statewide Department of Human Services (DHS) Department of Human Services (DHS)quarterly1527 16.6x
Percent of Women on Medical Assistance (MA) Diagnosed with Opioid Use Disorder (OUD) during Pregnancy and Receiving Medication-Assisted Treatment (MAT) CY 2016 - Current Statewide Department of Human Services (DHS) Department of Human Services (DHS)quarterly1527 16.6x
Estimated Accidental and Undetermined Drug Overdose Deaths with Demographics CY 2012-Current Statewide Health Department of Health (DOH)monthly358 11.5x
parkandride Department of Transportation (PDOT)monthly356 11.5x
Emergency Department (ED) Visits for Drug Overdose Identified Through Syndromic Surveillance SFY 2015 - Current Quarterly County Health Department of Health (DOH)quarterly807 8.8x
Newly Identified Confirmed Chronic Hepatitis C Age 15-34 Year 2007-2016 Health Department of Health (DOH)annually3067 8.4x
Estimated Prevalence and New Diagnoses of HIV and HIV among Injection Drug Users 2012 - Current County Annual Health Department of Health (DOH)annually3085 8.4x
Average Length of Hospital Stay for Newborns with and without Neonatal Abstinence Syndrome Statewide Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually3046 8.3x
Rate of Hospitalizations for Opioid Overdose per 100,000 Residents County Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2983 8.2x
Number of Hospitalizations for Opioid Overdose Statewide Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2983 8.2x
Percent of Hospitalizations for Opioid Overdose by Anticipated Payer Statewide Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2983 8.2x
Percentage of Individuals with Disabilities and Seniors served by Office of Long Term Living (OLTL) in Home and Community base setting CY 2015 - Current Annual County Human Services Department of Human Services (DHS)annually2953 8.1x
Newborn Hospital Stays with Neonatal Abstinence Syndrome Percent Paid by Medicaid Statewide Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2976 8.1x
MUNICIPAL_BOUNDARY Department of Transportation (PDOT)monthly243 7.8x
Rate of Hospitalizations for Opioid Overdose per 100,000 Residents by Demographics CY 2016- 2017 Statewide Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2842 7.8x
Rate of Hospitalizations for Opioid Overdose per 100,000 Residents by Category Principle Diagnosis CY 2016-2017 County Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2844 7.8x
Inmate Admissions with Substance Use Year 2016 - Current Quarterly County Corrections Department of Corrections (DOC)quarterly695 7.6x
Maternal Opioid Use Hospital Stays 2016-2017 County Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2785 7.6x
Statewide Maternal Hospital Stays Opioid Use Rates 2000 to present, PA Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2780 7.6x
Statewide Maternal Stays percent Medicaid with or without Opioid Use 2016-2017 PA Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2780 7.6x
Statewide Delivery Stays Percent Readmitted with or without Opioid Use 2016-2017 PA Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2780 7.6x
Statewide Delivery Stays Percent of Gestation Stages with or without Opioid Use 2016-2017 PA Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2780 7.6x
Rate of Neonatal Hospital Stays with Withdrawal Symptoms from Maternal Use of Drugs of Addiction CY 2016-Current County Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually2700 7.4x
Dangerous Dogs 1996-Current County Agriculture Department of Agriculture (DAG)annually2451 6.7x
Public Food Inspections last 24 months County Agriculture Department of Agriculture (DAG)annually2402 6.6x
Kennel Inspections 2003-Current Agriculture Department of Agriculture (DAG)annually2402 6.6x
Trail Accesses Department of Conservation and Natural Resources (DCNR)monthly204 6.6x
Uninsured Population Census Data 5-year estimates for release years 2017-Current County Human Services and Insurance Department of Human Services (DHS)annually2259 6.2x
Uninsured Population Census Data 1-year estimates 2017-Current Statewide Human Services and Insurance Department of Human Services (DHS)annually2260 6.2x
Delinquency Placement Expenditures SFY 2008 - Current Statewide as reported by the Juvenile Court Judges' Commission Office of Administration (OA)annually2274 6.2x
Delinquency Dispositions CY 2014 - Current Statewide as Reported by the Juvenile Court Judges' Commission Office of Administration (OA)annually2241 6.1x
Juvenile Out-of-Home Placements 2018 By County as Reported by the Juvenile Court Judges' Commission Office of Administration (OA)annually2241 6.1x
Case Closing without a New Offense CY 2018 By County as Reported by the Juvenile Court Judges' Commission Office of Administration (OA)annually2241 6.1x
Rate of Dependent Children Removed from their Home Where Parental Drug Use was Factor FFY 2017 - Current Human Services Department of Human Services (DHS)annually2050 5.6x
SBIR and STTR Funding in PA per $1 Million in GDP (2009-2019) Community and Economic Development Department of Community and Economic Development (DCED)annually1961 5.4x
Permit Decision Guarantee Policy Performance SFY 2012 - Current Environmental Protection Department of Environmental Protection (DEP)annually1959 5.4x
Number of Employees at Foreign-Owned Companies(FOC) in PA by Country of Ownership Community and Economic Development Department of Community and Economic Development (DCED)annually1961 5.4x
Milken Institute State Technology & Science Index Rankings 2010 to Current Community and Economic Development Department of Community and Economic Development (DCED)annually1960 5.4x
Science & Engineering Workforce Community and Economic Development Department of Community and Economic Development (DCED)annually1960 5.4x
General Fund Appropriations to the Department of Community & Economic Development By Fiscal Year (2002 to Current) DCED Department of Community and Economic Development (DCED)annually1960 5.4x
STEM Degrees/Certificates Awarded by Race/Ethnicity By year (2019) Community and Economic Development Department of Community and Economic Development (DCED)annually1933 5.3x
Number of Children per 100,000 Population on Child Care Waiting List Community and Economic Development Department of Community and Economic Development (DCED)annually1953 5.3x
Net Domestic Migration of Working Age Adults Age 18-65 By Year (2019) Community and Economic Development Department of Community and Economic Development (DCED)annually1933 5.3x
Cost Burdened Households By PREP Region By Year (2019) Community & Economic Development Department of Community and Economic Development (DCED)annually1933 5.3x
Employment at Foreign-Owned Companies (FOC): Pennsylvania (2010-2018) Community and Economic Development Department of Community and Economic Development (DCED)annually1954 5.3x
STEM Degrees/Certificates Awarded 2009 - 2019 Community and Economic Development Department of Community and Economic Development (DCED)annually1953 5.3x
Utility Patents Per 100,000 Residents by Year by State (2015-2019) Community and Economic Development Department of Community and Economic Development (DCED)annually1939 5.3x
Foreign-Born Population By Metro Area By Year (2019) Department of Community & Economic Development Department of Community and Economic Development (DCED)annually1933 5.3x
Workers in Training/Vocational Programs 2nd Quarter 2021 - Current by Institution Quarterly Corrections Department of Corrections (DOC)quarterly449 4.9x
Housing Tenure & Costs (US Census: ACS 5 Year Estimates) County Office of Administration (OA)annually1709 4.7x
Recidivism 2000 - Current Annual Corrections Department of Corrections (DOC)annually1629 4.5x
Workforce Innovation and Opportunity Act (WIOA) Title I Performance Accountability Metrics PY 2017-2018 - Current Annual County Area & Statewide Labor and Industry Department of Labor and Industry (DLI)annually1602 4.4x
Workforce Innovation Opportunity Act (WIOA) Title III Performance Accountability Metrics PY 2017-2018 - Current Annual Labor and Industry Department of Labor and Industry (DLI)annually1602 4.4x
County Assistance Office Current Statewide Human Services Department of Human Services (DHS)annually1594 4.4x
Hospitalization Count and Rate of Hospitalization for Opioid Use Disorder Related Diseases 2016 - Current Quarterly County Pennsylvania Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually1574 4.3x
CareerLink Locations Current Statewide Labor & Industry Department of Labor and Industry (DLI)annually1581 4.3x
Area Agencies on Aging Current Statewide Aging Office of Administration (OA)annually1581 4.3x
Employment First Educational Environments Restrictive Placements Current SY Annual Education Department of Education (PDE)monthly134 4.3x
Lottery Sales, Prizes, Commissions SFY 2010 - Current Annual County Revenue Department of Revenue (DOR)annually1524 4.2x
Rate of Newborn Hospital Stays with Withdrawal Symptoms from Maternal Use of Drugs of Addiction or Maternal Substance Exposure CY 2016-Current County Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually1527 4.2x
Estimated Total Lost Wages Due to Opioid Use CY 2016-2017 County Annual US Department of Health and Human Services, US Department of Labor Other Open Data Portalsannually1484 4.1x
Estimated Lost Wages Due to Hospitalizations for Opioid Use CY 2016 - Current Quarterly County Health Care Cost Containment Council (PHC4) United States Department of Labor Pennsylvania Health Care Cost Containment Council (PHC4)annually1484 4.1x
Estimated Lost Lifetime Wages Due to Premature Opioid-Related Mortality CY 2016 - 2017 County Annual Centers for Disease Control and Prevention (CDC) United States Department of Labor Other Open Data Portalsannually1484 4.1x
Crash Incident Details CY 1997 - Current Annual County Transportation Department of Transportation (PDOT)annually1477 4x
Rate of Newborns on Medical Assistance (MA) with Neonatal Abstinence Syndrome (NAS) Withdrawal Symptoms or Affected by Maternal Addictive Drug Use CY 2016 - Current Human Services Department of Human Services (DHS)annually1468 4x
Estimated Drug Overdose Deaths CY 2012-Current County Health Department of Health (DOH)quarterly358 3.9x
Dispensation Data without Buprenorphine Quarter 3 2016 - Current Quarterly County Health Department of Health (DOH)quarterly349 3.8x
Risky Prescribing Measures Quarter 3 2016 - Current Quarterly County & Statewide Health Department of Health (DOH)quarterly349 3.8x
Buprenorphine Dispensation Data Quarter 3 2016 - Current Quarterly Statewide Health Department of Health (DOH)quarterly349 3.8x
Education & Library Name, Address & GIS (EdNA) Current Statewide Education Department of Education (PDE)annually1267 3.5x
Undergraduate STEM Enrollment at Publicly Supported Institutions SY 2013-2014 - Current Education Department of Education (PDE)annually1232 3.4x
College and Career Readiness Indicators Current, Annual, Education Department of Education (PDE)annually1260 3.4x

Label bugs on finished datasets (36)

These datasets carry a recurring cadence label but their own titles state a closed coverage period, and their data stops where their titles say it stops. The data is not abandoned — the cadence label on it is simply wrong. Listed separately and excluded from the count above.

DatasetAgencyAdvertisedDays since updateOver budget
2020 Primary Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily2277 2276.8x
2021 Primary Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily1979 1978.9x
2021 General Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily1792 1791.9x
2022 Primary Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily1602 1602.1x
2022 General Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily1430 1429.8x
2023 Municipal Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily1057 1056.7x
2024 Primary Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily897 897x
2024 General Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)daily562 561.8x
2020 General Election Mail Ballot Requests Department of State NO FURTHER UPDATES Department of State (DOS)weekly2073 296.1x
State Correction Population June 2015 - Current Monthly County Corrections Department of Corrections (DOC)monthly2471 79.7x
Successful Naloxone Reversals by Law Enforcement Years 2014 - June 2018 County Drug and Alcohol Program Department of Drug and Alcohol Programs (DDAP)quarterly2988 32.5x
Drug Interdiction Measures 2017-Current Monthly Corrections Department of Corrections (DOC)quarterly2889 31.4x
Fine Wine & Good Spirits Retail Stores Sales by County, Annual, FY 2016-17 to Current, Liquor Control Board Pennsylvania Liquor Control Boardquarterly2455 26.7x
Drug and Alcohol Treatment Get Help Now Intake Hotline November 2016 - Current Statewide Drug and Alcohol Programs Department of Drug and Alcohol Programs (DDAP)quarterly2252 24.5x
Drug and Alcohol Treatment Get Help Now Intake Hotline November 2016 - Current County Drug and Alcohol Programs Department of Drug and Alcohol Programs (DDAP)quarterly2252 24.5x
Supply/Demand Gap Analysis 2014-2024 State System of Higher Education State System of Higher Education (PASSHE)annually3330 9.1x
Supply/Demand Regional County Lookup 2014-2024 State System of Higher Education State System of Higher Education (PASSHE)annually3330 9.1x
Drug and Alcohol Treatment Facilities May 2018 County Drug and Alcohol Programs Department of Drug and Alcohol Programs (DDAP)annually3061 8.4x
Rate of Neonatal Abstinence Syndrome per 1,000 Newborn Stays by County of Residence FYs 2016-2017 Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually3046 8.3x
Rate of Neonatal Abstinence Syndrome per 1,000 Newborn Stays FYs 2000-2001 to FYs 2016-2017 Statewide Health Care Cost Containment Council (PHC4) Pennsylvania Health Care Cost Containment Council (PHC4)annually3046 8.3x
Workforce Development Training Through Industry Partnerships PY 2014-2017 Labor And Industry Department of Labor and Industry (DLI)annually2987 8.2x
New Well Inspections FY 2015-2018 Environmental Protection Department of Environmental Protection (DEP)annually2982 8.1x
Industry Partnership Wage Program PY 2013-2017 Labor And Industry Department of Labor and Industry (DLI)annually2889 7.9x
Safe Drinking Water Facilities Information System for Pennsylvania 2018 - Current Environmental Protection Department of Environmental Protection (DEP)annually2620 7.2x
Workforce Development Training through Agency Partnerships/Programs FY 2015-2018 Community and Economic Development Department of Community and Economic Development (DCED)annually2605 7.1x
Quarterly Census of Employment and Wages (QCEW) 2016-2018 County Labor and Industry Department of Labor and Industry (DLI)annually2518 6.9x
Occupational Wages 2018 Labor and Industry Department of Labor and Industry (DLI)annually2541 6.9x
New Business Early Survival Rate by State (2011-2020) Community and Economic Development Department of Community and Economic Development (DCED)annually1967 5.4x
Number of Companies on the Inc. 5000 List by Industry by Year (2020) Community and Economic Development Department of Community and Economic Development (DCED)annually1933 5.3x
PA Venture Capital Firms Top Ten Firms by Number of Investments By Year (2021) Community and Economic Development Department of Community and Economic Development (DCED)annually1944 5.3x
Venture Capital Firms - Top Ten States By Year (2021) Community and Economic Development Department of Community and Economic Development (DCED)annually1944 5.3x
Broadband Access to Cable/Fiber Internet by PREP Region By Date (December 2019) Community and Economic Development Department of Community and Economic Development (DCED)annually1940 5.3x
Number of Companies on the Inc.5000 Fastest-Growing Private Companies by year (2020) Community and Economic Development Department of Community and Economic Development (DCED)annually1933 5.3x
Percentage of Access to Broadband for Different Types of Connections By Date (December 2019) Community and Economic Development Department of Community and Economic Development (DCED)annually1940 5.3x
Counts and Rates of New HIV Diagnoses Among Individuals Using Injection Drugs January 2016 - Current Monthly County & Statewide Health Department of Health (DOH)annually1580 4.3x
Count and Rate of Newly Diagnosed Cases of Hepatitis C per 1,000 Individuals with Drug Use Disorder January 2016 - Current Annual County Health Department of Health (DOH)annually1580 4.3x

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