AndreaBozzo/ceres-open-data-index huggingface dataset:
Emergency Department (ED) Visits for Drug Overdose Identified Through Syndromic Surveillance SFY 2015 - Current Quarterly County Health

Based on Emergency Department (ED) Visits view quarterly trends in overdose rates for Any Drug Overdoses, Any Opioid Overdoses and Heroin Overdoses at the state and county level. Please see Overdose Data Technical Notes for additional details: http://www.health.pa.gov/Your-Department-of-Health/Offices%20and%20Bureaus/PaPrescriptionDrugMonitoringProgram/Documents/OverdoseDataTechnicalNotes.pdf Syndromic surveillance is the analysis of medical data to detect or anticipate disease outbreaks. According to a CDC definition, "the term 'syndromic surveillance' applies to surveillance using health-related data that precede diagnosis and signal a sufficient probability of a case or an outbreak to warrant further public health response.
Emergency Medical Services (EMS) Naloxone Dose Administered CY 2018 - Current Quarterly County Health

This dataset contains information on the number of doses given for Naloxone throughout the Commonwealth of Pennsylvania by County. If the Incident County FIPS Code column is blank it means Not Recorded, as this field was blank by the Patient Care Report (PCR) vendor or the EMS Provider. Data is updated Quarterly starting with the first Quarter of Calendar Year 2018.
Emissions Inventory System (EIS) Emissions 2017 - Current Semi-Annual County Environmental Protection

EPA's Emissions Inventory System (EIS) contains information about sources that emit criteria air pollutants (CAPs) and hazardous air pollutants (HAPs). The EIS includes estimates of annual air pollutant emissions from point, non-point, and mobile sources in the Pennsylvania counties. EPA collects information about emission sources and releases an updated version of the NEI database every three years. The data made available in the NEI are used for air dispersion modeling, regional strategy development, setting regulations, air toxins risk assessment, and tracking trends in emissions over time. The data derived in the State of Pennsylvania is published and searchable online on the www.pa.gov website. This data will be updated annually for the prior calendar year in the first Quarter of the following year.
Emissions Inventory System (EIS) Facilities 2017 - Current County Environmental Protection

EPA's Emissions Inventory System (EIS) contains information about sources that emit criteria air pollutants (CAPs) and hazardous air pollutants (HAPs). This data contains the facility information for Pennsylvania counties. EPA collects information about emission sources and releases an updated version of the NEI database every three years. The data made available in the NEI are used for air dispersion modeling, regional strategy development, setting regulations, air toxins risk assessment, and tracking trends in emissions over time. The data derived in the State of Pennsylvania is published and searchable online on the www.pa.gov website. This data will be updated annually for the prior calendar year in the first Quarter of the following year.
Employment by Living Situation 2021 - Current Statewide Developmental Programs Human Services

Notes to consider when consuming this dataset: 1. Data is for working age adults (ages 18-64) enrolled in Consolidated, P/FDS, Community Living, or Adult Autism Waivers, base funded services, or Supports Coordination services only. 2. Data is a "point in time" as of December 31st of the reported calendar year, unless otherwise noted. 3. Living situations reported are those available in ODP's Employment Dashboard, which vary slightly from the EFOC request. Living situations reported are: 24-hour Residential; Lifesharing; On own or with relative/family; Supported Living; Unknown/other; and Unlicensed residential. 4. Pecenrages were determined using the statewide total number of enrolled individuals for each of the requested categories. 5. Reported numbers of 11 or under are suppressed for confidentiality purposes prior to any public release of the reported data.
Employment First Annual OVR Outcomes Current Statewide Labor & Industry

Note: PY 2024-25 partial data is from Ad hoc Reports as of 7/30/2025 - it needs to be reviewed and finalized in the OVR Annual Report 2024. OVR Annual Report - will be available January / February 2026 The following are a selection of annual outcomes of services provided by the Pennsylvania's Department of Labor & Industry's Office of Vocational Rehabilitation. Outcomes include applicants and case outcomes including employment and wages. Key Footnotes: 1) Employed in Competitive Labor Market means employment at or above the minimum wage in settings where most employees do not have disabilities. 2) Estimated Taxes Paid are based on a standard deduction for the year, annual tax brackets and rates established by the IRS, and flat-rate FICA, state, and local taxes. 3) Estimated Total Government Savings are estimated federal, state, and local taxes paid plus annualized public support dollars at closure. 4) Average per Person Cost for a Competitive Employment Placement is the average individual "life of case" cost for all persons having a competitive employment outcome regardless of total number of years receiving services. 5) Average per Person Cost of Services is the average individual "life of case" cost for all persons having an employment outcome regardless of total number of years receiving services. 6) Source: U.S. Department of Labor, Bureau of Labor Statistics, May 2016 State Occupational Employment and Wage Estimates, Pennsylvania, https://www.bls.gov/oes/current/oes_pa.htm#00-0000.
Estimated Accidental and Undetermined Drug Overdose Deaths with Demographics CY 2012-Current Statewide Health

View annual counts of Accidental or Undetermined overdose deaths for 2012 forward, including provisional estimates of annual counts of overdose deaths for recent years, as noted with an asterisk and the month the data was pulled. NOTE: Finalized death records for overdose deaths are often delayed by 3-6 months. Counties labeled “no value” have data suppressed because the counts are between 1 and 9. - Overdose Deaths are classified using the International Classification of Diseases, Tenth Revision (ICD–10). Drug-poisoning deaths are identified using underlying cause-of-death codes X40–X44, and Y10–Y14, and include the following: - R99 when the Injury Description indicates an overdose death. - X49 when literal COD is Mixed or Combined or Multiple Substance Toxicity, as these are likely drug overdoses - X47 when substance indicated is difluoroethane, alone or in combination with other drugs - Source Pennsylvania Prescription Drug Monitoring Program* * These data were supplied by the Bureau of Health Statistics and Registries, Harrisburg, Pennsylvania. The Bureau of Health Statistics and Registries speciﬁcally disclaims responsibility for any analyses, interpretations or conclusions. - Estimates are broken down by type of drugs involved in the overdose - Any Drug Overdose Death - all drug overdose deaths, regardless of type of drug involved, excluding alcohol only deaths - Opioid Overdose Death - any overdose death involving opioids, prescription or illegal
Estimated Drug Overdose Deaths CY 2012-Current County Health

Prior dataset name - Estimated Accidental and Undetermined Drug Overdose Deaths CY 2012-Current County Health View annual counts of Any Drug overdose deaths for 2012 forward, including provisional estimates of annual counts of overdose deaths for recent years, as noted with an asterisk and the month the data was pulled. NOTE: Finalized death records for overdose deaths are often delayed by 3-6 months. Counties labeled “no value” have data suppressed because the counts are between 1 and 9. Counts do not include suicides or homicides where someone intended to harm another person by poisoning. Overdose Deaths are classified using the International Classification of Diseases, Tenth Revision (ICD–10). Drug-poisoning deaths are identified using underlying cause-of-death codes X40–X44, and Y10–Y14, and include the following: - R99 when the Injury Description indicates an overdose death. - X49 when literal COD is Mixed or Combined or Multiple Substance Toxicity, as these are likely drug overdoses - X47 when substance indicated is difluoroethane, alone or in combination with other drugs - X85 when it does not appear that someone intended to harm another person by poisoning Source Office of Drug Surveillance and Misuse Prevention* * These data were supplied by the Bureau of Health Statistics and Registries, Harrisburg, Pennsylvania. The Bureau of Health Statistics and Registries speciﬁcally disclaims responsibility for any analyses, interpretations or conclusions. Any Drug Overdose Death - all drug overdose deaths, regardless of type of drug involved, excluding alcohol only deaths
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

This indicator includes the estimated lifetime wages lost due to premature opioid-related mortality. This value is the sum of the product of the number of years of life lost due to premature opioid-related mortality and the average quarterly wages for county of residence—as reported by the Bureau of Labor Statistics—adjusted for inflation and then discounted.
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

This indicator includes the number of days hospitalized for opioid use and the estimated lost wages due to hospitalization (PHC4 Data). This value is the product of the number of days hospitalized and the average weekly wages for county of residence—as reported by the Bureau of Labor Statistics—divided by seven. PHC4’s database contains statewide hospital discharge data submitted to PHC4 by Pennsylvania hospitals. Every reasonable effort has been made to ensure the accuracy of the information obtained from the Uniform Claims and Billing Form (UB-82/92/04) data elements. Computer collection edits and validation edits provide opportunity to correct specific errors that may have occurred prior to, during or after submission of data. The ultimate responsibility for data accuracy lies with individual providers. Analyses were completed by the University of Pittsburgh using data from the PA Health Care Cost Containment Council and in cooperation with PA DOH.
Estimated Municipal Liquid Fuels (MLF) Allocations Report 2018 Community and Economic Development

2018 estimated municipal liquid fuels allocations report. As of September 18, 2017. A note of caution: A municipality can update information at any time after submission of a form. The Municipal Statistics site is built to reflect any data updates, the following day, in the Public Reports section of the Municipal Statistics site. http://munstats.pa.gov/public/
Estimated Prevalence and New Diagnoses of HIV and HIV among Injection Drug Users 2012 - Current County Annual Health

This data set provides an estimate of the number of people living with Human Immunodeficiency Virus (HIV) Disease at the end of each year for 2012 through 2016 and the number of these persons who have injection drug use identified as the primary risk for having acquired the infection. The data sets also provides the number of new diagnoses of HIV Disease by county among all persons and among those with injection drug identified as the primary risk. These data are derived through HIV surveillance activities of the Pennsylvania Department of Health. Laboratories and providers are required to report HIV test results for all individuals with a result that indicates the presence of HIV infection. These include detectable viral load results and CD4 results below 200 cells. These data are reported electronically to the Pennsylvania National Electronic Disease Surveillance System. The most recent patient address information obtained from all reports (both HIV and non-HIV reports) is used to identify last known county of residence in 2016. Cases are also matched to lists that identify individuals who have been reported to be living outside of Pennsylvania by the US Centers for Disease Control and Prevention (CDC) to remove cases that are presumed to have moved from Pennsylvania. Address data for Philadelphia County cases are extracted from the Pennsylvania enhanced HIV/AIDS Reporting System. IDU: use of non-prescribed injection drugs (e.g., heroin, fentanyl, cocaine, etc.) HIV Disease: Confirmed infection with the Human Immunodeficiency Virus (HIV). Acquired Immunodeficiency Syndrome (AIDS) is a stage of HIV Disease marked by a low CD4 count and/or certain co-morbid conditions.
Estimated Total Lost Wages Due to Opioid Use CY 2016-2017 County Annual US Department of Health and Human Services, US Department of Labor

This indicator includes the estimated total lost wages related to opioid use and the associated lost tax revenue for the state. Estimated lost wages are due to absenteeism, reduced productivity, hospitalization, unemployment and labor force exits due to opioid use. This value is the product of the estimated number of individuals with drug use disorder, the average weekly wages for county of residence—as reported by the Bureau of Labor Statistics—multiplied by 52 to represent annual wages, and a 17% reduction in productivity. The 17% reduction in productivity is from the following report: https://www.justice.gov/archive/ndic/pubs44/44731/44731p.pdf
Family Support Programs Current Quarterly County Human Services

This list contains enrollment and capacity information for Family Support programs in Pennsylvania as of the last day of each quarter. This report will be updated on a quarterly basis. DISCLAIMER: OCDEL is not representing that this information is current or accurate beyond the day it was posted. OCDEL shall not be held liable for any improper or incorrect use of the information described and/or contained herein and assumes no responsibility for anyone's use of the information.
Federal Information Processing Standard (FIPS) Codes Current by County Federal

This is a listing of Federal Information Processing Standard (FIPS) codes for each of the 67 counties in Pennsylvania. Information gathered from census data - https://www.census.gov/library/reference/code-lists/ansi.html For more technical details : Federal Information Processing Standards Publications (FIPS PUBS) are issued by the National Institute of Standards and Technology (NIST) after approval by the Secretary of Commerce pursuant to Section 111 (d) of the Federal Property and Administrative Services Act of 1949 as amended by the Computer Security Act of 1987, Public Law 100-235. Federal Information Processing Standard (FIPS) 6-4, Counties and Equivalent Entities of the U.S., Its Possessions, and Associated Areas -- 90 Aug 31 , provides the names and codes that represent the counties and other entities treated as equivalent legal and/or statistical subdivisions of the 50 States, the District of Columbia, and the possessions and freely associated areas of the United States. Counties are considered to be the "first-order subdivisions" of each State and statistically equivalent entity, regardless of their local designations (county, parish, borough, etc.).
Find My Ride Employment First CY 2021 - Current Statewide Transportation

Find My Ride usage and Percent of PwD Program Trips for Employment. Please Note: Starting with the Data Update in June 2026 the data is shown by State Fiscal Year for all years. The Pennsylvania Department of Transportation (PennDOT) has a Persons with Disabilities (PwD) Program that provides subsidized transportation for individuals with disabilities. This program aims to offer transportation services, often through shared-ride options, to individuals who are not fully served by the ADA Complementary Paratransit Program or other fixed-route services.
Find Naloxone at a Pharmacy Near Me Current Statewide Department of State and Health

Naloxone is a life-saving medication that can reverse an overdose that is caused by an opioid drug (i.e. prescription pain medication or heroin). Naloxone may be obtained at a pharmacy using the statewide standing order (https://www.health.pa.gov/topics/Documents/Opioids/General%20Public%20Standing%20Order.pdf) signed by Secretary of Health, Dr. Rachel Levine. Naloxone may be covered by insurance and consumers are encouraged to check with their insurers to understand their insurance coverage for naloxone. Individuals covered by Medicaid can obtain naloxone without a copay. A video demonstrating how to administer nasal spray naloxone may be found here - https://www.youtube.com/watch?v=v26cDao4AcI&feature=youtu.be More information about how naloxone works as a medication and frequently asked questions about obtaining and using naloxone may be found on the Department of Health’s Naloxone webpage (https://www.health.pa.gov/topics/disease/Opioids/Pages/Naloxone.aspx) *This is a comprehensive listing of all pharmacies registered with the Department of State in Pennsylvania and does not guarantee that the pharmacy listed will have naloxone in stock.
Fine Wine & Good Spirits Retail Stores Sales by County, Annual, FY 2016-17 to Current, Liquor Control Board

This dataset contains dollar sales by county for Fine Wine & Good Spirits retail stores for fiscal years 2016-17, 2017-18 and 2018-19 (July 1 through June 30). Dollar amounts reflect sales of wine, spirits and accessories, including the 18% liquor tax, but excluding state and local sales taxes. Dollar amounts include sales to individual consumers and licensees transacted at all retail locations open during a fiscal year, but exclude sales from licensee service centers and FWGS.com; licensee wholesale transactions taking place outside of retail stores; and Lottery ticket sales.
Governor's Executive Budget Program Measures SFY 2017 - Current Annual Statewide Health

The information included in this dataset is for the Governor’s Executive Budget and provides key Program Measures by Agency or Office. The mission of the Department of Health is to promote healthy behaviors, prevent injury and disease, and to assure the safe delivery of quality health care for all people in Pennsylvania. To accomplish this mission, the department works collaboratively with public and private community partners to facilitate the development of an effective public health system. The department licenses and regulates a variety of health facilities, and provides outreach, education, prevention and treatment services. Community-based groups receive grants to provide essential services to the commonwealth’s citizens including programs for women and children, nutrition, immunization, diagnosis and treatment of certain blood and communicable diseases, cancer control and prevention.
Gross Domestic Product by County 2001 to Current - Bureau of Economic Analysis

What is Gross Domestic Product (GDP) by County? GDP is a comprehensive measure of the economies of counties. Gross domestic product estimates the value of the goods and services produced in an area. It can be used to compare the size and growth of county economies across the state. This dataset is not not adjusted for inflation and represents the value of the goods and services in dollars at the time of the estimate. If you are looking to evaluate the growth of county economies over time, use of the Real GDP which is adjusted for inflation would eliminate changes in GDP caused by increases or decreases in the value of the US dollar. More information about the BEA's GDP by County is available here: [GDP by County, Metro and Other Areas]. This product uses the Bureau of Economic Analysis (BEA) Data API but is not endorsed or certified by BEA.
Hospitalization Count and Rate of Hospitalization for Opioid Use Disorder Related Diseases 2016 - Current Quarterly County Pennsylvania Health Care Cost Containment Council (PHC4)

This indicator includes the hospitalization count and rate of hospitalization per 1,000 individuals estimated to have Drug Use Disorder for any of the following reasons: Opioid Use Disorder (OUD), Cellulitis, Osteomyelitis, Endocarditis, Soft skin tissue infection, or Viral Hepatitis (B, C, and D) for individuals diagnosed with OUD in the same calendar year. Analyses were completed by the University of Pittsburgh using data from the PA Health Care Cost Containment Council and in cooperation with PA DOH. PHC4’s database contains statewide hospital discharge data submitted to PHC4 by Pennsylvania hospitals. Every reasonable effort has been made to ensure the accuracy of the information obtained from the Uniform Claims and Billing Form (UB-82/92/04) data elements. Computer collection edits and validation edits provide opportunity to correct specific errors that may have occurred prior to, during or after submission of data. The ultimate responsibility for data accuracy lies with individual providers. NOTE: This data set measures how many hospitalizations per 1,000 individuals are primarily for conditions related to opioid use. Each of the categories in this data set—Opioid Use Disorder, Intracranial and intraspinal Abscess, Osteomyelitis, Endocarditis, Soft skin tissue infection (Cellulitis), and Viral Hepatitis (B, C, and D)—measure the number of individuals with a primary diagnosis for that condition on their hospitalization record. Each of those records, except for Opioid Use Disorder, must also have at least one secondary diagnosis for Opioid Use Disorder. The full list of ICD-10 codes used to identify these conditions are in the excel spreadsheet listed under attachments below.
Housing Tenure & Costs (US Census: ACS 5 Year Estimates) County

The included data are from the Housing Tenure & Costs tables of the US Census Bureau's American Community Survey's (ACS) 5 year estimates by County. It includes data on Housing Units, Occupancy Status, Tenure, Mortgage Status, and Housing Costs. For additional information about the data, visit https://www.census.gov/data/developers/data-sets/acs-5year.html.
Income & Poverty (US Census: ACS 5 Year Estimates) County

The included data are from the Income & Poverty tables of the US Census Bureau's American Community Survey's (ACS) 5 year estimates by County. It includes data on family and non-family households and income below or at and above poverty. For additional information about the data, visit https://www.census.gov/data/developers/data-sets/acs-5year.html.
Individuals Under Medical Assistance Diagnosed with Opioid Use Disorder CY 2015-Current Annual County Human Services

This dataset contains the total counts of PA Department of Human Services (DHS) Medical Assistance (MA) individuals diagnosed with Opioid Use Disorder (OUD) or OUD Poisoning. Also included are individuals receiving MAT (Medication assisted treatment - the use of medications in combination with counseling and behavioral therapies for the treatment of substance use disorders.) NOT diagnosed in the same period. Counts are reported by case county and cover calendar years 2015 - 2018.
Individuals under Medical Assistance (Newly Eligible) Diagnosed with Opioid Use Disorder CY 2015-Current Annual County Human Services

This dataset contains the total counts of PA Department of Human Services (DHS) Medical Assistance (MA) individuals diagnosed with Opioid Use Disorder (OUD) or OUD Poisoning. Also included are individuals receiving MAT (Medication assisted treatment - the use of medications in combination with counseling and behavioral therapies for the treatment of substance use disorders.) NOT diagnosed in the same period. Limited to the Newly Eligible (Under the Medical Assistance Expansion Program. Find more information here: http://www.dhs.pa.gov/cs/groups/webcontent/documents/document/c_257436.pdf) segment of DHS population. Internally defined as DHS Category of Assistance = MG (Modified Adjusted Gross Income - MAGI) MG and Program Status = 91 (Newly Eligible). Counts are reported by Pennsylvania case county and covers calendar years 2015 -2018.