AndreaBozzo/ceres-open-data-index huggingface dataset:
Davis Monthan Air Force Base

[https://gis.pima.gov/intranet/data/contents/metadet.cfm?name=airbound]airbound displays the boundary of Davis Monthan AFB. Lineage: Updated DMAFB boundary per DM official 3/3/15. Spatial Domain: Eastern Pima County Rectified: parcel Maintenance Format: Shape Primary Source Organization: City of Tucson Primary Source Document: /mars1/az/counties/pima/covers/annex Primary Source Date: 19861106 Primary Source Format: Coverage Secondary Source Organization: Davis Monthan AFB Secondary Source Contact: Jan DiMaria Secondary Source Document: Davis-Monthan Air Force Base Legal Description Secondary Source Date: 19860724 Secondary Source Scale: 60000 Secondary Source Format: Paper GIS Contact: Steve Whitney MapGuide Layer Name: Davis Monthan AFB Boundary MapGuide Scale Range: 0 - 100000000, airbound displays the boundary of Davis Monthan AFB. Lineage: Updated DMAFB boundary per DM official 3/3/15. Spatial Domain: Eastern Pima County Rectified: parcel Library Input: Shape Std Primary Source Organization: City of Tucson Primary Source Document: /mars1/az/counties/pima/covers/annex Primary Source Date: 19861106 Primary Source Format: Coverage Secondary Source Organization: Davis Monthan AFB Secondary Source Contact: Jan DiMaria Secondary Source Document: Davis-Monthan Air Force Base Legal Description Secondary Source Date: 19860724 Secondary Source Scale: 60000.0 Secondary Source Format: Paper GIS Contact: Steve Whitney MapGuide Layer Name: Davis Monthan AFB Boundary MapGuide Scale Range: 0 - 100000000
State Licensed Medical & Child Care Providers, & Healthcare Facilities in Arizona

ADHS inspects, certifies and licenses medical health care institutions and providers of medical services, child care centers, business hearing dispensers, and DUI and domestic violence treatment centers. Each month, an extract from the ADHS Division of Licensing SQL view is geocoded using ADHS's internal geocoder, and post-processed using a Python script to create feature classes by facility type. Tabular data is maintained by each respective bureau in the licensing division, while the GIS Team extracts the data and creates GIS layers and shares them publicly. ADHS Division of Licensing Mission Statement: To protect the health and safety of Arizonans by providing information, establishing standards, and licensing and regulating health and child care services. Last updated: February 2025 Update Frequency: Monthly Data FAQs: 1. Some records have “license_expiration” earlier than the “rundate” while the “OPERTION_STATUS” is “ACTIVE”, should we treat all records with “OPERATION_STATUS” of “ACTIVE” as open at the time the data is released? Answer: Yes - ACTIVE is all the current licenses. In 2019 there was a perpetual rule change that affected certain facilities so in lieu of an expiration date, we began tracking the annual fee due date in the "license_expiration" field. Per rule, these facilities can submit annual requirements up to 30 days after the fee due date (aka license expiration in the provider database) so we do expect some to be earlier than the run date. 2. Is the FACID of the same facility maintained unique and same throughout all releases? If a facility is purchased by a different company or has it’s name changed, is the FACID changed? Answer: The FACID represents a licensed premise - in many cases the facility ID is maintained when purchased by a different owner but under federal rule, certain facilities may choose to have a new CMS certification number which would require a new FACID be issued for that premise. 3. What’s the unit type of capacities for different categories? Answer: This varies - it can be child capacity, bed count, dialysis station, etc. 4. For Group_Home_for_Individuals_with_a_Developmental_Disability and Residential_Facility, how to tell if the employer’s office is at the facility VS the employer’s office is somewhere else and employees are sent to those facilities? Also is there a way to tell if a facility only has part time workers (Like workers only need to be at the residential facility less than 8hr per day or less than 5 days a week )? Answer: This is not currently available on the public database 5. The data contains a 'COUNTY' field and a "N_County' field - which one should I use to filter results? Answer: N_County - this is the county that's assigned when a record is geocoded using the physical street address, vs one that is assigned manually during the licensing process.
Public Health Emergency Preparedness Regions

A dataset of the Public Health Emergency Preparedness (PHEP) administrative regions for Arizona. The Bureau of Public Health Emergency Preparedness was created to detect and respond to natural or intentional disease events. Funded by the Centers for Disease Control and Prevention (CDC), the PHEP program partners with county health departments and the Arizona Department of Emergency and Military Affairs (DEMA) to ensure that the public health system of Arizona is prepared for public health emergencies.
Urgent Care Clinics in Arizona

The ADHS Division of Licensing Services licenses and monitors health and child care facilities and providers throughout Arizona. Licensing inspections, on-site surveys, and complaint investigations are conducted to promote quality care and safety and ensure that performance standards are met for facility operation and maintenance. Data was provided by the Arizona Department of Health Services - Bureau of Medical Facilities Licensing in October 2022. Urgent cares are licensed through the Bureau of Medical Facilities Licensing. They license and certify medical health care institutions and providers of medical services to protect the public's health and safety and assure quality customer service through teamwork in a timely, efficient, and responsive manner. Update Frequency: Annual
CDC 2019 (Calculated) Social Vulnerability Index by County and Tracts for Arizona

ATSDR’s Geospatial Research, Analysis & Services Program (GRASP) created the Centers for Disease Control and Prevention Social Vulnerability Index (CDC SVI or simply SVI) to help public health officials and emergency response planners identify and map the communities that will most likely need support before, during, and after a hazardous event. The SVI is derived from [American Community Survey (ACS)], 5-year data. The CDC releases updated SVI data every two years. The Arizona Department of Health Services (ADHS) calculates yearly SVI updates in between CDC release years using an R script to reproduce CDC's SVI calculations and newly released ACS 5-year data. All methods and background information for SVI can be found at: [https://www.atsdr.cdc.gov/placeandhealth/svi/documentation/SVI_documentation_2018.html] As the R script is merely a reproduction of the CDC's calculations, any questions about the CDC's SVI methodology should be directed to svi_coordinator@cdc.gov If you find any discrepancies between the CDC's 2018 SVI values and the 2018 values generated from this R Script, please email gis@azdhs.gov. Please note that the SVI data set generated from this R script does not include 2 variables that are present in the CDC's data set. Those are AREA_SQMI (Tract area in square miles) and E_DAYPOP (Adjunct variable - Estimated daytime population, LandScan 2018). These variables do not affect the SVI calculations but may be useful for mapping the data. LAST UPDATED: October 2021 UPDATE FREQUENCY: None planned
Primary Care Areas

Primary Care Areas (PCAs) are geographic regions created by the Arizona Department of Health Services (ADHS). They are designed to represent the communities of the state while maintaining populations conducive to statistical/spatial analysis. PCAs are built from US Census Tracts and are updated every Census using a repeatable rule based methodology intended to preserve community boundaries, provide population numbers conducive to statistical analysis, account for demographic variation and represent common utilization of primary care services. The creation and maintenance of PCAs is required by Arizona Administrative Code R9-24-204 for use in designating Medically Underserved Areas. PCA Summary * 126 AZ Primary Care Areas * 55 in metro Phoenix area * 20 in metro Tucson area * Populations of 10,000-200,000 (except tribal areas) * Areas no greater than 7,500 square miles (except tribal areas) * Reflect existing communities, including cities, towns, municipal planning areas (i.e. City of Phoenix Villages), and Tribal lands (reservations) UPDATE FREQUENCY: Every Decennial Census/10 years
Ground Ambulance Scene Localities in Arizona

A Certificate of Necessity (“CON”) is required to operate a ground ambulance and transport patients in Arizona. The Arizona Department of Health Services (“ADHS”) regulates the operating and response times of ambulance services to meet the needs of the public and ensure adequate service, pursuant to Arizona Revised Statute (“A.R.S.”) § 36-2232. Under A.R.S. § 36-2232(A)(3), response times shall follow uniform standard definitions for urban, suburban, rural, and wilderness geographic areas within a CON. Under Arizona Administrative Code (“A.A.C.”) R9-25-901, “Scene locality” is defined as an urban, suburban, rural, or wilderness area. Scene locality is sometimes also referred to as “urbanicity”. The current scene locality / urbanicity maps were developed based on the 2020 Census urban areas and block groups, to geographically represent areas within a CON defined under A.A.C. R9-25-901 as the following: 1. “Urban area” means a geographic region delineated as an urbanized area by the United States Department of Commerce, Bureau of the Census. 2. “Suburban area” means a geographic region within a 10-mile radius of an urban area that has a population density equal to or greater than 1,000 residents per square mile. 3. “Rural area” means a geographic region with a population of less than 40,000 residents that is not a suburban area. 4. “Wilderness area” means a geographic region that has a population density of less than one resident per square mile. Additional Information: * The 2010 definition for urbanized areas is applied, as the 2020 Census doesn't delineate urban into two categories. * Updates occur as needed based on the most recent decennial census, adhering to Administrative Statute and Code. * Regulatory authority and definitions for scene localities can be found in the [Statute and Rule Book], under A.R.S. § 36-2232 and A.A.C. R9-25-901. For more information about the Certificates of Necessity program, please visit the ADHS Ground Ambulance Program [website] or call (602) 364-3150. Last Updated: Update Frequency: As Needed; requires Administrative Code change
Correctional Facilities

The Arizona Department of Corrections Rehabilitation and Reentry’s (ADCRR’s) has more than 7,000 correctional officers and professional staff statewide to carry out the department’s mission, vision, and strategic plan. List of correctional facilities was obtained by ADHS- Office of Health Equity and data was retrieved by Arizona Department of Corrections, Rehabilitation, and Reentry (ADCRR) in November 2022. Update Frequency: Annual
American Indian Reservations in Arizona

A federal Indian reservation is an area of land reserved for a tribe or tribes under treaty or other agreement with the United States, executive order, or federal statute or administrative action as permanent tribal homelands, and where the federal government holds title to the land in trust on behalf of the tribe. Off-reservation trust land is real estate that is held by the US Department of the Interior for the benefit of a Native American tribe or a member of a tribe, but is not located within an Indian reservation. Off-reservation trust land can be used for a variety of purposes, including: Housing, Agriculture or forestry, Community services like health care and education, Governmental operations, and Cultural activities. Native Nation refers to the indigenous people group itself, with its own political structure and sovereignty, allowing them to govern their affairs within their tribal boundaries. A "tribal reservation" is a specific geographic area of land designated for a Native American tribe to live on, while a "Native Nation" refers to the tribe itself, which is a sovereign political entity with its own government and culture, regardless of whether they reside on a reservation or not; essentially, the reservation is the land, and the Native Nation is the people and their governing body that inhabit it. Example: The Navajo Nation is a Native Nation, and the Navajo Reservation is the specific land area where a large portion of the Navajo people reside. Data Source: The Census Bureau obtains the boundary and attribute information for tribal subdivisions on federally recognized American Indian reservations and off-reservation trust lands from federally recognized tribal governments through the Census Bureau's Boundary and Annexation Survey (BAS). ADHS added the native nation information for each reservation provided by the agency's tribal liaison. Update Frequency: Every 10 years with the decennial census.
Primary Care Health Professional Shortage Areas in Arizona

This data provides area designated by HRSA as having shortages of primary care providers. HRSA’s Bureau of Health Workforce (BHW) develops shortage designation criteria and uses them to decide whether or not a geographic area or population group is a Health Professional Shortage Area (HPSA), Medically Underserved Area (MUA), or Medically Underserved Population (MUP). More than 34 federal programs depend on HPSA/MUA/MUP designations to determine eligibility or as a funding preference. About 20 percent of the U.S. population resides in primary medical care HPSAs. HPSAs may have shortages of primary medical care, dental, or mental health providers; may be urban or rural areas; population groups; or medical or other public facilities. HRSA programs provide equitable health care to people who are geographically isolated and economically or medically vulnerable. This includes programs that deliver health services to people with HIV, pregnant people, mothers and their families, those with low incomes, residents of rural areas, American Indians and Alaska Natives, and those otherwise unable to access high-quality health care. HRSA programs also support health infrastructure, including through training of health professionals and distributing them to areas where they are needed most, providing financial support to health care providers, and advancing telehealth. In addition, HRSA oversees programs for providing discounts on prescription drugs to safety net providers, facilitating organ, bone marrow, and cord blood transplantation, compensating individuals injured by vaccination, and maintaining data on health care malpractice payments. The data was provided by the Health Resources and Services Administration and joined to PCA polygons provided by Arizona Department of Health Services. Last Updated: May 2023 Update Frequency: Annual
Arizona State Loan Repayment Program Sites

The State Loan Repayment Program helps HRSA provide grant funding for states and territories to operate their own loan repayment programs. Through SLRP each state and territory can design programs that address the most pressing health care needs of their residents. Primary medical, mental/behavioral, and dental clinicians who receive awards through SLRP-funded programs pay off their student debt in exchange for working in areas with provider shortages. HRSA programs provide equitable health care to people who are geographically isolated and economically or medically vulnerable. This includes programs that deliver health services to people with HIV, pregnant people, mothers and their families, those with low incomes, residents of rural areas, American Indians and Alaska Natives, and those otherwise unable to access high-quality health care. HRSA programs also support health infrastructure, including through training of health professionals and distributing them to areas where they are needed most, providing financial support to health care providers, and advancing telehealth. Location and data was provided by the Health Resources and Services Administration in October 2022. Update Frequency: Annual
2020 Arizona Census Urban Areas

This dataset presents the 2020 Census urban area boundaries in Arizona. The core TIGER/Line Files and Shapefiles do not include demographic data, but they do contain geographic entity codes (GEOIDs) that can be linked to the Census Bureau’s demographic data, available on data.census.gov. The TIGER/Line Shapefiles are extracts of selected geographic and cartographic information from the U.S. Census Bureau's Master Address File/Topologically Integrated Geographic Encoding and Referencing (MAF/TIGER) database. The shapefiles include information for the fifty states, the District of Columbia, Puerto Rico, and the Island areas (American Samoa, the Commonwealth of the Northern Mariana Islands, Guam, and the United States Virgin Islands). They do not contain any sensitive data, areas used for administering censuses and surveys, or attributes used only in internal processing. The TIGER/Line Shapefiles are designed for use with geographic information system (GIS) software. Data was provided by the US Census Bureau 2020 TIGER Web Interface Download. Last Updated: December 2022 Update Frequency: N/A
State Licensed Long-Term Care Facilities in Arizona

ADHS Division of Licensing Mission Statement: To protect the health and safety of Arizonans by providing information, establishing standards, and licensing and regulating health and child care services. The Arizona Department of Health Services-Bureau of Long-Term Care Licensing licenses and inspects Arizona nursing homes facilities. Long-Term Care staff also perform Medicaid certification inspections for Arizona's Intermediate Care Facilities for the Developmentally Disabled (ICFDD). Records are created and maintained by Bureau of Long-Term Care Licensing staff in the licensing division, while the GIS Team extracts the data and creates GIS layers and shares them publicly. Each month, an extract from the ADHS Division of Licensing SQL database is geocoded using ADHS's internal geocoder, and post-processed using a Python script to create and publish feature classes by facility type, including long-term care facilities. Last Updated: February 2025 Updated frequency: Monthly Data FAQs: 1. Some records have “license_expiration” earlier than the “rundate” while the “OPERTION_STATUS” is “ACTIVE”, should we treat all records with “OPERATION_STATUS” of “ACTIVE” as open at the time the data is released? Answer: Yes - ACTIVE is all the current licenses. In 2019 there was a perpetual rule change that affected certain facilities so in lieu of an expiration date, we began tracking the annual fee due date in the "license_expiration" field. Per rule, these facilities can submit annual requirements up to 30 days after the fee due date (aka license expiration in the provider database) so we do expect some to be earlier than the run date. 2. Is the FACID of the same facility maintained unique and same throughout all releases? If a facility is purchased by a different company or has it’s name changed, is the FACID changed? Answer: The FACID represents a licensed premise - in many cases the facility ID is maintained when purchased by a different owner but under federal rule, certain facilities may choose to have a new CMS certification number which would require a new FACID be issued for that premise. 3. What’s the unit type of capacities for different categories? Answer: This varies - it can be child capacity, bed count, dialysis station, etc. 4. For Group_Home_for_Individuals_with_a_Developmental_Disability and Residential_Facility, how to tell if the employer’s office is at the facility VS the employer’s office is somewhere else and employees are sent to those facilities? Also is there a way to tell if a facility only has part time workers (Like workers only need to be at the residential facility less than 8hr per day or less than 5 days a week )? Answer: This is not currently available on the public database 5. The data contains a 'COUNTY' field and a "N_County' field - which one should I use to filter results? Answer: N_County - this is the county that's assigned when a record is geocoded using the physical street address, vs one that is assigned manually during the licensing process.
State Licensed Hospitals in Arizona

ADHS Division of Licensing Mission Statement: To protect the health and safety of Arizonans by providing information, establishing standards, and licensing and regulating health and child care services. The Arizona Department of Health Services-Bureau of Medical Facilities Licensing licenses and certifies medical health care institutions and providers of medical services to protect the public's health and safety and assure quality customer service through teamwork in a timely, efficient, and responsive manner. Records are created and maintained by Bureau of Medical Facilities Licensing staff in the licensing division, while the GIS Team extracts the data and creates GIS layers and shares them publicly. Each month, an extract from the ADHS Division of Licensing SQL database is geocoded using ADHS's internal geocoder, and post-processed using a Python script to create and publish feature classes by facility type, including hospitals. Last Updated: February 2025 Update frequency: Monthly Data FAQs: 1. Some records have “license_expiration” earlier than the “rundate” while the “OPERTION_STATUS” is “ACTIVE”, should we treat all records with “OPERATION_STATUS” of “ACTIVE” as open at the time the data is released? Answer: Yes - ACTIVE is all the current licenses. In 2019 there was a perpetual rule change that affected certain facilities so in lieu of an expiration date, we began tracking the annual fee due date in the "license_expiration" field. Per rule, these facilities can submit annual requirements up to 30 days after the fee due date (aka license expiration in the provider database) so we do expect some to be earlier than the run date. 2. Is the FACID of the same facility maintained unique and same throughout all releases? If a facility is purchased by a different company or has it’s name changed, is the FACID changed? Answer: The FACID represents a licensed premise - in many cases the facility ID is maintained when purchased by a different owner but under federal rule, certain facilities may choose to have a new CMS certification number which would require a new FACID be issued for that premise. 3. What’s the unit type of capacities for different categories? Answer: This varies - it can be child capacity, bed count, dialysis station, etc. 4. For Group_Home_for_Individuals_with_a_Developmental_Disability and Residential_Facility, how to tell if the employer’s office is at the facility VS the employer’s office is somewhere else and employees are sent to those facilities? Also is there a way to tell if a facility only has part time workers (Like workers only need to be at the residential facility less than 8hr per day or less than 5 days a week )? Answer: This is not currently available on the public database 5. The data contains a 'COUNTY' field and a "N_County' field - which one should I use to filter results? Answer: N_County - this is the county that's assigned when a record is geocoded using the physical street address, vs one that is assigned manually during the licensing process.