AndreaBozzo/ceres-open-data-index huggingface dataset:
COVID-19 Aggregate Cases Health

Weekly updates have finished with the June 28th update. Some information may be found here: https://covid.cdc.gov/covid-data-tracker/#maps_new-admissions-rate-state This dataset contains aggregate COVID-19 case counts and rates by date of first report for all counties in Pennsylvania and for the state as a whole. Counts include both confirmed and probable cases as defined by the Council of State and Territorial Epidemiologists (CSTE). At present, a person is counted as a case only once. Note that case counts by date of report are influenced by a variety of factors, including but not limited to testing availability, test ordering patterns (such as day of week patterns), labs reporting backlogged test results, and mass screenings in nursing homes, workplaces, schools, etc. Case reports received without a patient address are assigned to the county of the ordering provider or facility based on provider zip code. Cases reported with a residential address that does not match to a known postal address per the commonwealth geocoding service are assigned to a county based on the zip code of residence. Many zip codes cross county boundaries so there is some degree of misclassification of county. All counts may change on a daily basis due to reassignment of jurisdiction, removal of duplicate case reports, correction of errors, and other daily data cleaning activities. Downloaded data represents the best information available as of the previous day. Data will be updated between 11:30 am to 1:30pm each Wednesday.
COVID-19 Aggregate Hospitalizations Current Weekly County Health

Weekly updates have finished with the June 28th update. “Note: Beginning 7/13/2022, the hospitals are no longer reporting data on airborne isolation beds resulting in null values being displayed for the airborne isolation bed metrics.” This dataset contains aggregate hospitalization data related to COVID-19 patient which includes availability of ICU beds, patients on ventilators, ventilators in use, and total patients hospitalized data at the state and county level for Pennsylvania residents. Data will be updated between 11:30 am to 1:30pm each Wednesday.
COVID-19 Cases by Zip Code Current Health

Weekly updates have finished. Aggregate cases (confirmed and probable) of COVID-19. Counts represent the number of unique people, not the number of tests. For cases, the ZIP code represents the best residential address received around the time they were first identified as a case. Persons with no known residential address are not included. Only valid PA ZIP codes are included. Aggregate counts of 1 through 4 for each zip code are suppressed to help protect confidentiality and are displayed as null/blank. Prior Dataset was titled - COVID-19 Cases and Persons Testing Negative by PCR by Zip Code Current Health. We are not reporting Negative testing anymore.
COVID-19 Federal Pharmacy Partners Long Term Care Facility Vaccine Clinics Current Health

The long-term care facility clinic data shows the facilities that have clinics scheduled for a certain week. These clinics will be held by either CVS or Walgreens through their work to vaccinate within the Federal Pharmacy Partnership. The federal pharmacy partners dataset represents the clinics that CVS and Walgreens are holding for a given week at long-term care facilities that are part of the federal pharmacy mission. These are nursing homes, assisted living facilities, and other long-term care facilities receiving vaccinations. For the Pfizer vaccination the clinics are 3-weeks apart. For the Moderna vaccination the clinics are 4-weeks apart. This dataset will be updated Wednesday’s at 12:00pm.
COVID-19 Pennsylvania Vaccine Providers 2nd Dose Vaccine Allocation Current Health

This dataset contains weekly 2nd Dose COVID-19 Vaccine Allocated by Pennsylvania to vaccine providers. The dataset excludes allocations made to Corrections/detention health services, Home Health care providers and Long-term care facilities (nursing home, skilled nursing facility, assisted living, intellectual or developmental disability or combined facilities). If you already received your first dose of Pfizer or Moderna vaccine, you should return to the same provider for your second dose. This dataset will be updated Wednesday’s at 12:00pm.
COVID-19 Reported Patient Impact and Hospital Capacity by Facility US Federal Health and Human Services (HHS)

The following dataset provides facility-level data for hospital utilization aggregated on a weekly basis (Friday to Thursday). These are derived from reports with facility-level granularity across two main sources: (1) HHS TeleTracking, and (2) reporting provided directly to HHS Protect by state/territorial health departments on behalf of their healthcare facilities. The hospital population includes all hospitals registered with Centers for Medicare & Medicaid Services (CMS) as of June 1, 2020. It includes non-CMS hospitals that have reported since July 15, 2020. It does not include psychiatric, rehabilitation, Indian Health Service (IHS) facilities, U.S. Department of Veterans Affairs (VA) facilities, Defense Health Agency (DHA) facilities, and religious non-medical facilities. For a given entry, the term “collection_week” signifies the start of the period that is aggregated. For example, a “collection_week” of 2020-11-20 means the average/sum/coverage of the elements captured from that given facility starting and including Friday, November 20, 2020, and ending and including reports for Thursday, November 26, 2020. Reported elements include an append of either “_coverage”, “_sum”, or “_avg”. A “_coverage” append denotes how many times the facility reported that element during that collection week. A “_sum” append denotes the sum of the reports provided for that facility for that element during that collection week. A “_avg” append is the average of the reports provided for that facility for that element during that collection week. The file will be updated weekly. No statistical analysis is applied to impute non-response. For averages, calculations are based on the number of values collected for a given hospital in that collection week. Suppression is applied to the file for sums and averages less than four (4). In these cases, the field will be replaced with “-999,999”. This data is preliminary and subject to change as more data become available. Data is available starting on July 31, 2020. Sometimes, reports for a given facility will be provided to both HHS TeleTracking and HHS Protect. When this occurs, to ensure that there are not duplicate reports, deduplication is applied according to prioritization rules within HHS Protect. For influenza fields listed in the file, the current HHS guidance marks these fields as optional. As a result, coverage of these elements are varied.
COVID-19 Total Expenditures Current Statewide Governor's Budget Office

The intent of the data is to provide an overview of cumulative state and federal expenditures dedicated to COVID-19 preparedness and response. Where applicable, detail information is provided at the agency/fund/commitment-item level. Find abbreviation descriptions in the excel attachment below Scope of data includes expenditures attributed to federal funding provided through the Coronavirus Aid, Relief, and Economic Security Act (“CARES Act”) (PL 116-136), the Coronavirus Preparedness and Response Supplemental Appropriations Act (PL 116-123), the Families First Coronavirus Response Act (PL 116-127), and the Robert T. Stafford Disaster Relief and Emergency Assistance Act (“Stafford Act”)(PL 100-707); state expenditures attributed to the Governor’s disaster proclamation; and all other state expenditures incurred in response to the COVID-19 pandemic. Due to non-applicability and/or immateriality, state expenditures uniquely assigned as matching funds for federal awards are not included within the detail. In most circumstances, federal matching requirements were waived in response to COVID-19. Expenditure data contained within the dataset is extracted from the Funds Management (FM) module of the Commonwealth’s accounting system (SAP). Expenditures, reported as cumulative through the end of the defined reporting period, are generally recognized and recorded when a liability to make a payment is incurred, regardless of when the cash disbursement is to be made. Unique account assignments have been established and utilized independently by each Commonwealth agency/program to distinguish expenditures attributed to the COVID-19 pandemic. Please note that the data reported may not reconcile directly to spending reported to the federal government for the same period due to differences in how spending is grouped or classified, or due to specific data submission requirements.
COVID-19 Unusable Vaccine Current County Health

Weekly updates have finished. This dataset contains aggregate data by clinic for COVID-19 doses that are reported to the Pennsylvania Statewide Immunization System (PA-SIIS) as waste or spoilage. Data includes the name, address and county of the clinics and the quantities of doses reported based on CDC’s standard waste reason codes or spoilage. Spoilage is defined as nonviable, unopened vials of vaccine. This typically includes vaccine that has expired and vaccine that was not kept stored at the correct temperature (due to conditions such as equipment failure). Wastage is defined as nonviable doses from opened vials. Standard CDC reasons are as follows: • Broken Vial or Syringe • Vaccine drawn (into syringe) but not administered • Lost or unaccounted for vaccine • Open vial but not administered • Other Data only includes information reported to PA-SIIS, the Pennsylvania Statewide Immunization Information System. Providers participating in the COVID-19 Program that are located in Philadelphia County or who are receiving vaccine inventory directly from CDC are not included in this dataset since they do not report inventory information to PA-SIIS.
COVID-19 Vaccinations by Age Group Current County Health

Weekly updates have finished. This dataset contains aggregate data by county for the age groups of individuals that received a COVID vaccination. Data includes counts of individuals who received a vaccine dose that provides partial coverage against the disease and counts of individuals that received a vaccine dose that provides full coverage against the disease. Age groups are presented in 5-year brackets. Suppression applies for quantities less than 5 and records under review. Data only includes information reported to PA-SIIS, the Pennsylvania Statewide Immunization Information System. Fully Vaccinated means that the person has received the necessary number of COVID-19 vaccines at the recommended time intervals. First Booster Doses (Administered Since August 13, 2021) First Booster doses administered since August 13, 2021 includes vaccinations beyond the primary series administered to the suggested groups at the recommended intervals on or after 08-13-2021 following CDC guidelines. Such vaccinations are commonly called [booster] doses. This category also includes additional does of COVID vaccine administered on or after 08-13-2021 to [immunocompromised] individual at the CDC recommended interval. Second Booster Doses (Administered Since March 29, 2022) Second booster doses administered since March 29, 2022 includes mRNA vaccinations beyond the primary series and one additional COVIDS vaccine as a second booster dose administered on or after 03-29-2022 to individuals ages 50+ at the recommended intervals per CDC guidelines. This category also includes additional doses of mRNA COVID vaccines administered on or after 03-29-2022 to immunocompromised individual at the CDC recommended internal.
COVID-19 Vaccinations by Age Group Current Statewide Health

Weekly updates have finished with the June 28th update. This dataset contains aggregate data for the age groups of individuals that received a COVID vaccination. Data includes counts of individuals who received a vaccine dose that provides partial coverage against the disease and counts of individuals that received a vaccine dose that provides full coverage against the disease. Age groups are presented in 5-year brackets. Suppression applies for quantities less than 5 and records under review. Data only includes information reported to PA-SIIS, the Pennsylvania Statewide Immunization Information System. Fully Vaccinated means that the person has received the necessary number of COVID-19 vaccines at the recommended time intervals. First Booster Doses (Administered Since August 13, 2021) First Booster doses administered since August 13, 2021 includes vaccinations beyond the primary series administered to the suggested groups at the recommended intervals on or after 08-13-2021 following CDC guidelines. Such vaccinations are commonly called [booster] doses. This category also includes additional does of COVID vaccine administered on or after 08-13-2021 to [immunocompromised] individual at the CDC recommended interval. Second Booster Doses (Administered Since March 29, 2022) Second booster doses administered since March 29, 2022 includes mRNA vaccinations beyond the primary series and one additional COVIDS vaccine as a second booster dose administered on or after 03-29-2022 to individuals ages 50+ at the recommended intervals per CDC guidelines. This category also includes additional doses of mRNA COVID vaccines administered on or after 03-29-2022 to immunocompromised individual at the CDC recommended internal.
COVID-19 Vaccinations by Day by County of Residence Current Health

Weekly updates have finished with the June 28th update. This dataset contains aggregate data of COVID vaccines administered each day within a county. Data includes counts of individuals who received a vaccine dose that provides partial coverage against the disease and counts of individuals that received a vaccine dose that provides full coverage against the disease. Suppression applies for quantities less than 5. Data only includes information reported to PA-SIIS, the Pennsylvania Statewide Immunization Information System.
COVID-19 Vaccinations by Ethnicity Current County Health

Weekly updates have finished with the June 28th update. This dataset contains aggregate data by county by ethnicity for individuals that received a COVID vaccination. Data includes counts of individuals who received a vaccine dose that provides partial coverage against the disease and counts of individuals that received a vaccine dose that provides full coverage against the disease. Suppression applies for quantities less than 5. Data only includes information reported to PA-SIIS, the Pennsylvania Statewide Immunization Information System. Fully Vaccinated means that the person has received the necessary number of COVID-19 vaccines at the recommended time intervals. First Booster Doses (Administered Since August 13, 2021) First Booster doses administered since August 13, 2021 includes vaccinations beyond the primary series administered to the suggested groups at the recommended intervals on or after 08-13-2021 following CDC guidelines. Such vaccinations are commonly called [booster] doses. This category also includes additional does of COVID vaccine administered on or after 08-13-2021 to [immunocompromised] individual at the CDC recommended interval. Second Booster Doses (Administered Since March 29, 2022) Second booster doses administered since March 29, 2022 includes mRNA vaccinations beyond the primary series and one additional COVIDS vaccine as a second booster dose administered on or after 03-29-2022 to individuals ages 50+ at the recommended intervals per CDC guidelines. This category also includes additional doses of mRNA COVID vaccines administered on or after 03-29-2022 to immunocompromised individual at the CDC recommended internal.
Drug and Alcohol Treatment Facilities May 2018 County Drug and Alcohol Programs

This dataset reports the name, street address, city, county, zip code, telephone number, latitude, and longitude of Pennsylvania Department of Drug and Alcohol Programs (DDAP) drug and alcohol treatment facilities in Pennsylvania as of May 2018. The primary difference between the three types of treatment facilities is their funding. Centers of Excellence (COEs) were grant funded by the Department of Human Services, PacMATs were grant funded by the Department of Health, and all other facilities are funded by either billing insurance or billing the county in the case of uninsured clients. Programmatically, COEs differ from the other types because they are designed to serve as “health homes” for individuals with Opioid Use Disorder (OUD). This means that the care coordination staff at the COE is charged with coordinating all kinds of health care (physical and behavioral health) as well as recovery support services. They do this by developing hub-and-spoke networks with other healthcare providers and other sources for recovery supports, such as housing, transportation, education and training, etc. All COEs are required to accept Medicaid. PacMATs also operate in a hub-and-spoke model, but it is different from COEs. PacMATs endeavor to coordinate the provision of Medication Assisted Treatment (MAT) by identifying a core hub of physicians in a health system that work with other providers in the health system (spokes) to train them about the safe and effective provision of MAT so that there are more providers in a health system that are able to confidently prescribe various forms of MAT. I do not know whether all PacMATs are required to accept Medicaid as a term of their receipt of the grant, but I do know that all currently designated PacMATs are health systems that do accept Medicaid. PacMAT services have been advertised as being available to all people regardless of insurance type, so I assume this means they are required to serve Medicaid clients, commercially insured clients, and uninsured clients. In the PacMAT program the Hub is supported right now by grant funding (in the future funding such as a per patient/per month capitated rate) and the spokes bill insurance (both Medicaid and Commercial) DDAP facilities may also be designated as COEs and/or PacMATs. If they are, it means they applied for a specific grant fund and have committed to carrying out the activities of the grant described above. To be clear, DDAP does not run any treatment facilities; they license them. These can be MAT providers such as methadone clinics, providers of outpatient levels of care (i.e., more traditional drug and alcohol counseling services) or inpatient levels of care, such as residential rehabilitation programs. Every facility is different in terms of the menu of services it provides. Every facility also gets to decide what forms of payment they will accept. Many accept Medicaid, but not all do. Some only accept private commercial insurance. Some accept payment from the county on behalf of uninsured clients. And some charge their clients cash for services.
COVID-19 Vaccinations by Ethnicity Current Statewide Health

Weekly updates have finished with the June 28th update. This dataset contains aggregate data by ethnicity for individuals that received a COVID vaccination. Data includes counts of individuals who received a vaccine dose that provides partial coverage against the disease and counts of individuals that received a vaccine dose that provides full coverage against the disease. Suppression applies for quantities less than 5. Data only includes information reported to PA-SIIS, the Pennsylvania Statewide Immunization Information System. Fully Vaccinated means that the person has received the necessary number of COVID-19 vaccines at the recommended time intervals. First Booster Doses (Administered Since August 13, 2021) First Booster doses administered since August 13, 2021 includes vaccinations beyond the primary series administered to the suggested groups at the recommended intervals on or after 08-13-2021 following CDC guidelines. Such vaccinations are commonly called [booster] doses. This category also includes additional does of COVID vaccine administered on or after 08-13-2021 to [immunocompromised] individual at the CDC recommended interval. Second Booster Doses (Administered Since March 29, 2022) Second booster doses administered since March 29, 2022 includes mRNA vaccinations beyond the primary series and one additional COVIDS vaccine as a second booster dose administered on or after 03-29-2022 to individuals ages 50+ at the recommended intervals per CDC guidelines. This category also includes additional doses of mRNA COVID vaccines administered on or after 03-29-2022 to immunocompromised individual at the CDC recommended internal.
COVID-19 Vaccinations by Gender Current County Health

Weekly updates have finished. This dataset contains aggregate data by county of residence and by gender for individuals that received a COVID vaccination. Data includes counts of individuals who received a vaccine dose that provides partial coverage against the disease and counts of individuals that received a vaccine dose that provides full coverage against the disease. Suppression applies for quantities less than 5. Data only includes information reported to PA-SIIS, the Pennsylvania Statewide Immunization Information System. Fully Vaccinated means that the person has received the necessary number of COVID-19 vaccines at the recommended time intervals. First Booster Doses (Administered Since August 13, 2021) First Booster doses administered since August 13, 2021 includes vaccinations beyond the primary series administered to the suggested groups at the recommended intervals on or after 08-13-2021 following CDC guidelines. Such vaccinations are commonly called [booster] doses. This category also includes additional does of COVID vaccine administered on or after 08-13-2021 to [immunocompromised] individual at the CDC recommended interval. Second Booster Doses (Administered Since March 29, 2022) Second booster doses administered since March 29, 2022 includes mRNA vaccinations beyond the primary series and one additional COVIDS vaccine as a second booster dose administered on or after 03-29-2022 to individuals ages 50+ at the recommended intervals per CDC guidelines. This category also includes additional doses of mRNA COVID vaccines administered on or after 03-29-2022 to immunocompromised individual at the CDC recommended internal.
COVID-19 Vaccinations by Gender Current Statewide Health

This dataset contains aggregate data by gender for individuals that received a COVID vaccination. Data includes counts of individuals who received a vaccine dose that provides partial coverage against the disease and counts of individuals that received a vaccine dose that provides full coverage against the disease. Suppression applies for quantities less than 5. Data only includes information reported to PA-SIIS, the Pennsylvania Statewide Immunization Information System. Fully Vaccinated means that the person has received the necessary number of COVID-19 vaccines at the recommended time intervals. First Booster Doses (Administered Since August 13, 2021) First Booster doses administered since August 13, 2021 includes vaccinations beyond the primary series administered to the suggested groups at the recommended intervals on or after 08-13-2021 following CDC guidelines. Such vaccinations are commonly called [booster] doses. This category also includes additional does of COVID vaccine administered on or after 08-13-2021 to [immunocompromised] individual at the CDC recommended interval. Second Booster Doses (Administered Since March 29, 2022) Second booster doses administered since March 29, 2022 includes mRNA vaccinations beyond the primary series and one additional COVIDS vaccine as a second booster dose administered on or after 03-29-2022 to individuals ages 50+ at the recommended intervals per CDC guidelines. This category also includes additional doses of mRNA COVID vaccines administered on or after 03-29-2022 to immunocompromised individual at the CDC recommended internal.