AndreaBozzo/ceres-open-data-index huggingface dataset:
Medication-Assisted Treatment in Medi-Cal for Opioid Use Disorders, by County

Medi-Cal claims for persons receiving medication-assisted treatment for opioid use disorders are unduplicated by medication. Methadone program participation is identified from claims submitted by the counties. Buprenorphine  and naltrexone pharmacy claims are those used for treating opioid use disorders. Naloxone pharmacy claims are those dispensed as a first aid item (injectables and nasal sprays). The county source is taken from submitted claims.
Explore California Historical Wildland Fire Perimeters

<p></p><p></p><p>CAL FIRE's Fire and Resource Assessment Program (FRAP)
annually maintains and distributes an historical fire perimeter dataset from
across public and private lands in California. The GIS data is developed with
the cooperation of the United States Forest Service Region 5, the Bureau of
Land Management, the National Park Service and the United States Fish and
Wildlife Service and is released in the spring with added data from the
previous calendar year. Although the dataset represents the most complete digital
record of fire perimeters in California, it is still incomplete, and users
should be cautious when drawing conclusions based on the data.</p>

<p><br /></p>

<p><b>This app contains three pages of maps and documentation
of the historical fire perimeter metadata:</b></p>

<p><a href='https://calfire-forestry.maps.arcgis.com/home/item.html?id=5e45da46469243adb490da1cf665aeb6' target='_blank' rel='nofollow ugc noopener noreferrer'>Historical Fire Perimeters</a>: The landing page highlights
the recent large fires (≥5,000 acres) on a backdrop of all of the dataset's
documented fire perimeters dating back to 1878.  This map includes
perimeters symbolized by decade, county boundaries, California Vegetation, and
NAIP imagery back to 2005.  This page provides users the ability to
add their own data or filter the fire perimeter data.  It cleanly
lists fire perimeters shown on the map with their name, year, and GIS
calculated acreage.  The user can navigate to the CAL FIRE current
incident webpage or provide comments to the dataset's steward.</p>

<p><a href='https://calfire-forestry.maps.arcgis.com/home/item.html?id=974c6e865c0c4929b469265cce6890a8' target='_blank' rel='nofollow ugc noopener noreferrer'>Times Burned</a>: The second page provides a map showing an
analysis performed annually on the fire perimeter dataset to show case burn
frequency from 1950 to present for fires greater than one acre. </p>

<p><a href='https://calfire-forestry.maps.arcgis.com/home/item.html?id=25f55149d12d47efacaa78d5261ac3ea' target='_blank' rel='nofollow ugc noopener noreferrer'>Fire Across Time</a>:  This third page provides a time
enabled layer of the fire perimeter dataset, featuring a time slider to allow
users to view the perimeter dataset across time.</p>

<p>The final page provides the user with the dataset's
metadata, including its most current data dictionary.</p>

<p><br /></p>

<p></p><p><b>For any questions, please contact the data steward:</b></p><p>Kim Wallin, GIS Specialist</p><p>CAL FIRE, Fire &amp; Resource Assessment Program (FRAP)</p><p>kimberly.wallin@fire.ca.gov</p><div><br /></div>
Urban Retail Water Supplier - Water Conservation, Supply, and Demand (June 2014 onwards)

Monthly reports of water use and conservation activities by urban retail water suppliers, which are generally defined as agencies serving over 3,000 service connections or deliveries 3,000 acre-feet of water annually for municipal purposes. 

The most recent reporting period generally lags by about 2 months, due to the reporting deadline and the necessary subsequent dataset preparation. The full dataset that spans June 2014 to the most recent reporting period is the Per-Supplier Water Supply and Demand resource, which is an updated version of the dataset previously released on the Water Board's [Water Conservation Portal](https://www.waterboards.ca.gov/water_issues/programs/conservation_portal/conservation_reporting.html). Other datasets include the per-water-system supply and demand, representing a subset of the SAFER Clearinghouse dataset, and the conservation actions datasets. 

See the documentation PDF for data dictionaries and an explanation of the data flag methodology.
Vegetation - Death Valley National Park [ds3305]

<div style='text-align:Left;'><div><div><p><span>Death Valley National Park (DEVA) is a very large, 3.4-million-acre (1.4 hectares) unit of the National Park Service (NPS) located in California on the eastern border with Nevada. To better understand and document the vegetation diversity at DEVA, the NPS, the National Vegetation Inventory Program (NVIP), and the NPS Mojave Desert Inventory and Monitoring Network (MOJN) opened a vegetation inventory effort here in 2010. </span></p><p><span>The NPS contracted the California Native Plant Society (CNPS) and the University of Nevada at Las Vegas (UNLV) to collect field data (111 classification plots and 518 observation points) for the project, which was combined with legacy data (1,242 samples) for analysis. CNPS analyzed the data to create the vegetation classification for the project following revised US National Vegetation Classification (USNVC) standards. 85 plant alliances and 186 plant associations were classified in DEVA as a result. NVIP then contracted Cogan Technology, Inc. (CTI) to create the digital vegetation map layer for the project area. The resulting spatial database and vegetation map layer were created using a combination of 2020 (California) and 2019 (Nevada) National Agriculture Imagery Program (NAIP) basemap data, ground-based verification efforts, and a two-step, or hybrid mapping approach that used both manual and automated techniques. By comparing the vegetation signatures on the imagery to the field data, 90 map units (74 vegetated and 16 land-use/land-cover) were developed and used to delineate the plant communities. The interpreted vegetation polygons were then digitized into a Geographic Information System (GIS) layer that was field-tested, reviewed, and revised. The map adheres to the USNVC standards. The minimum mapping unit (MMU) is 0.5 hectare (1.2 acres). </span></p><p><span>CTI contracted Coast-to-Coast Botany and the Rio Grande Institute to collect the accuracy assessment (AA) field data alongside NPS. CTI then conducted the AA analysis. The final DEVA vegetation map layer was assessed for overall thematic accuracy at 82% with a Kappa value of 89%. More information can be found in the report and products, published here: </span><a href='https://www.nps.gov/im/vmi-deva.htm' target='_blank' style='text-decoration:underline;' rel='nofollow ugc noopener noreferrer'><span>https://www.nps.gov/im/vmi-deva.htm</span></a><span>.</span></p></div></div></div>
Medi-Cal Birth Statistics, by Select Characteristics and California Resident Hospital Births

California Birth Report totals by Birth Characteristics to inform the public, stakeholders, and researchers.

The DHCS Medi-Cal Birth Statistics tables present the descriptive statistics for California resident births that occurred in a hospital setting, including data on maternal characteristics, delivery methods, and select birth outcomes such as low birthweight and preterm delivery. Tables also include key comorbidities and health behaviors known to influence birth outcomes, such as hypertension, diabetes, substance use, pre-pregnancy weight, and smoking during pregnancy. 

DHCS additionally presents birth statistics for women participating in the Medi-Cal Fee-For-Service (FFS) and managed care delivery systems, as well as births financed by private insurance, births financed by other public funding sources, and births among uninsured mothers. Medi-Cal data reflect mothers that were deemed as Medi-Cal certified eligible.
Vegetation - Fallbrook Naval Weapons Station [ds2958]

<div style='text-align:Left;'><div><div><p><span>This mapping effort was conducted following the guidelines described in Vegetation Mapping Protocol for Naval Weapons Station Seal Beach Detachment Fallbrook ("Protocol"; USDON 2017). Four-band (color with color IR) aerial images were collected by GeoTerra, Inc. during June 20 and 21, 2015. All flight plans and airspace access were authorized through Marine Corps Base Camp Pendleton Range Control (Longrifle). All image acquisition, processing, and ortho-rectification were conducted by GeoTerra, Inc. Final orthophotos were delivered with a resolution of 0.25 foot. This set of images served as the visual layer for photo-interpretation. The classification was generated by AECOM. AECOM conducted vegetation sampling consistent with NVC Standard methods throughout NWSSB-DF to define the subset of alliances and associations that occurred within the mapping area. Further details, and the full classification, can be found in Vegetation Mapping Protocol for Naval Weapons Station Seal Beach Detachment Fallbrook ("Protocol"; USDON 2017). No thematic accuracy assessment was performed, however field verification was conducted to establish photo-signature training for each alliance and association. Approximately 37% (accounting for 67% of the total mapped area) of all polygons and vegetation assignments were field verified. A minimum mapping unit (MMU) of 0.25 hectare was used. </span></p></div></div></div>
Wildlife Conservation Board (WCB) Approved Projects [ds672]

<div style='text-align:Left;'><div><div><p><span>An inventory of Wildlife Conservation Board projects from board inception in 1949 to present (publication date). Project boundaries are approximate and used various data sources, scale and heads-up digitizing. Some of the project boundaries do not represent actual project area. See Wildlife Conservation Board's minutes and/or agenda for detailed information or contact the Board for additional information. (http://www.wcb.ca.gov/) </span></p><p><span /></p></div></div></div>
Covered California Enrollees by Rating Region

This dataset includes the number of eligible individuals selected and enrolled in a Covered California qualified health plans (QHPs) by rating region and by reporting period. California is comprised of 19 rating regions, and each region has different pricing and health insurance options. Covered California reported data is from the California Healthcare Eligibility, Enrollment and Retention System (CalHEERS) and includes eligible individuals who selected and enrolled in a QHP, and paid their first premium. This dataset is part of public reporting requirements set forth by the California Welfare and Institutions Code 14102.5.
Licensed and Certified Healthcare Facility Listing

__Note:__ This web page provides data on health facilities only. To file a complaint against a facility, please see: https://www.cdph.ca.gov/Programs/CHCQ/LCP/Pages/FileAComplaint.aspx

The California Department of Public Health (CDPH), Center for Health Care Quality, Licensing and Certification (L&C) Program licenses and certifies more than 30 types of healthcare facilities. The Electronic Licensing Management System (ELMS) is a CDPH data system created to manage state licensing-related data and enforcement actions. This file includes California healthcare facilities that are operational and have a current license issued by the CDPH and/or a current U.S. Department of Health and Human Services’ Centers for Medicare and Medicaid Services (CMS) certification.

To link the CDPH facility IDs with those from other Departments, like HCAI, please reference the "Licensed Facility Cross-Walk" Open Data table at https://data.chhs.ca.gov/dataset/licensed-facility-crosswalk.  Facility geographic variables are updated monthly, if latitude/longitude information is missing at any point in time, it should be available when the next time the Open Data facility file is refreshed.  

Please note that the file contains the data from ELMS as of the 11th business day of the month. See DATA_DATE variable for the specific date of when the data was extracted.

Map of all Health Care Facilities in California: https://go.cdii.ca.gov/cdph-facilities
Licensed and Certified Healthcare Facility Services

__Note:__ This web page provides data on health facilities only. To file a complaint against a facility, please see: https://www.cdph.ca.gov/Programs/CHCQ/LCP/Pages/FileAComplaint.aspx

The California Department of Public Health (CDPH), Center for Health Care Quality, Licensing and Certification (L&C) Program licenses more than 30 types of healthcare facilities. The Electronic Licensing Management System (ELMS) is a California Department of Public Health data system created to manage state licensing-related data. ELMS records healthcare service provider applications, issues licenses, generates license renewal notices, determines license fees, issues and tracks State enforcement actions, and generates management reports.  This file lists the services that are associated with California healthcare facilities that are operational and have a current license issued by the CDPH and/or a current U.S. Department of Health and Human Services’ Centers for Medicare and Medicaid Services (CMS) certification. This file can be linked by FACID to the Healthcare Facility Locations (Detailed) Open Data file for facility-related attributes, including geo-coding. The L&C Open Data facility services file is updated monthly. To link the CDPH facility IDs with those from other Departments, like HCAI, please reference the "Licensed Facility Cross-Walk" Open Data table at https://data.chhs.ca.gov/dataset/licensed-facility-crosswalk. A list of healthcare facilities with addresses can be found at: https://data.chhs.ca.gov/dataset/healthcare-facility-locations. Facility geographic variables are updated monthly, if latitude/longitude information is missing at any point in time, it should be available when the next time the Open Data facility file is refreshed.
Licensed and Certified Healthcare Facility Bed Types and Counts

__Note:__ This web page provides data on health facilities only. To file a complaint against a facility, please see: https://www.cdph.ca.gov/Programs/CHCQ/LCP/Pages/FileAComplaint.aspx

The California Department of Public Health (CDPH), Center for Health Care Quality, Licensing and Certification (L&C) Program licenses more than 30 types of healthcare facilities. The Electronic Licensing Management System (ELMS) is a California Department of Public Health data system created to manage state licensing-related data.   This file lists the bed types and bed type capacities that are associated with California healthcare facilities that are operational and have a current license issued by the CDPH and/or a current U.S. Department of Health and Human Services’ Centers for Medicare and Medicaid Services (CMS) certification. This file can be linked by FACID to the Healthcare Facility Locations (Detailed) Open Data file for facility-related attributes, including geo-coding.  The L&C Open Data facility beds file is updated monthly. To link the CDPH facility IDs with those from other Departments, like HCAI, please reference the "Licensed Facility Cross-Walk" Open Data table at https://data.chhs.ca.gov/dataset/licensed-facility-crosswalk.  A list of healthcare facilities with addresses can be found at: https://data.chhs.ca.gov/dataset/healthcare-facility-locations.
TRE ALTAMIRA InSAR Subsidence Data

This dataset represents measurements of vertical ground surface displacement in more than 200 of the high-use and populated groundwater basins across the State of California between January of 2015 and April of 2022. Vertical displacement estimates are derived from Interferometric Synthetic Aperture Radar (InSAR) data that are collected by the European Space Agency (ESA) Sentinel-1A satellite and processed by TRE ALTAMIRA Inc. (TRE), under contract with the California Department of Water Resources (DWR) as part of DWR’s SGMA technical assistance to provide important SGMA-relevant data to GSAs for GSP development and implementation. Sentinel-1A InSAR data coverage began in late 2014 for parts of California, and coverage for the entire study area began in June 13, 2015. Included in this dataset are point data that represent average vertical displacement values for 100 meter by 100 meter areas, as well as GIS rasters that were interpolated from the point data; rasters for total vertical displacement relative to June 13, 2015, and rasters for annual vertical displacement rates with earlier coverage for some areas, both in monthly time steps. Towill Inc. (Towill), also under contract with DWR as part of DWR’s SGMA technical assistance, conducted an independent study comparing the InSAR-based vertical displacement point time series data to data from Continuous Global Positioning System (CGPS) stations. The goal of this study was to ground-truth the InSAR results to best available independent data.   
  
Data update frequency: Quarterly
Report update frequency: Annual
Race/Ethnicity of Newly Medi-Cal Eligible Individuals

This dataset includes race/ethnicity of newly Medi-Cal eligible individuals who identified their race/ethnicity as Hispanic, White, Other Asian or Pacific Islander, Black, Chinese, Filipino, Vietnamese, Asian Indian, Korean, Alaskan Native or American Indian, Japanese, Cambodian, Samoan, Laotian, Hawaiian, Guamanian, Amerasian, or Other, by reporting period. The race/ethnicity data is from the Medi-Cal Eligibility Data System (MEDS) and includes eligible individuals without prior Medi-Cal Eligibility. This dataset is part of the public reporting requirements set forth in California Welfare and Institutions Code 14102.5.
Primary Language of Newly Medi-Cal Eligible Individuals

This dataset includes the primary language of newly Medi-Cal eligible individuals who identified their primary language as English, Spanish, Vietnamese, Mandarin, Cantonese, Arabic, Other Non-English, Armenian, Russian, Farsi, Korean, Tagalog, Other Chinese Languages, Hmong, Cambodian, Portuguese, Lao, French, Thai, Japanese, Samoan, Other Sign Language, American Sign Language (ASL), Turkish, Ilacano, Mien, Italian, Hebrew, and Polish, by reporting period. The primary language data is from the Medi-Cal Eligibility Data System (MEDS) and includes eligible individuals without prior Medi-Cal eligibility. This dataset is part of the public reporting requirements set forth in California Welfare and Institutions Code 14102.5.
Current Employment Statistics (CES)

The Current Employment Statistics (CES) program is a Federal-State cooperative effort in which monthly surveys are conducted to provide estimates of employment, hours, and earnings based on payroll records of business establishments. The CES survey is based on approximately 119,000 businesses and government agencies representing approximately 629,000 individual worksites throughout the United States.

CES data reflect the number of nonfarm, payroll jobs. It includes the total number of persons on establishment payrolls, employed full- or part-time, who received pay (whether they worked or not) for any part of the pay period that includes the 12th day of the month. Temporary and intermittent employees are included, as are any employees who are on paid sick leave or on paid holiday. Persons on the payroll of more than one establishment are counted in each establishment. CES data excludes proprietors, self-employed, unpaid family or volunteer workers, farm workers, and household workers. Government employment covers only civilian employees; it excludes uniformed members of the armed services.

The Bureau of Labor Statistics (BLS) of the U.S. Department of Labor is responsible for the concepts, definitions, technical procedures, validation, and publication of the estimates that State workforce agencies prepare under agreement with BLS.
Eligible Individuals Enrolled in Medi-Cal Managed Care COHS Health Plans

This dataset includes the number of newly eligible individuals enrolled in a Medi-Cal Managed Care County Organized Health System (COHS) Health Plans by reporting period. COHS is a Medi-Cal managed care health plan model that operates in 22 California counties. Each COHS is created by a county board of supervisors and governed by an independent commission. In COHS counties, a single plan serves all Medi-Cal beneficiaries enrolled in managed care. This dataset is part of public reporting requirements set forth by the California Welfare and Institutions Code 14102.5.
Insurance Affordability Programs Eligibility Appeals

This dataset includes the number of individuals who have filed an appeal for a subsidized Covered California Qualified Health Plan (QHP), Medi-Cal, or a combination of both eligibility determinations by year and quarter. Appeals may be filed by an appellant for determinations that resulted in a denial, eligibility, or discontinuance of coverage. A denial is defined as an eligibility determination at application that resulted in a denial of coverage. An appeal regarding an eligibility determination may be filed when the appellant disputes the type of program eligibility. A discontinuance is when an individual is no longer eligible for Medi-Cal or Covered California QHP. Appeals may be filed for cases involving mixed determinations, such as when household members applied for and/or had eligibility determinations made for the two programs (i.e., parents were eligible for Covered California and the child(ren) were eligible for Medi-Cal). Covered California and Medi-Cal eligibility appeals are processed and adjudicated by Administrative Law Judges and the California Department of Social Services (CDSS) staff who track appeals and hearing results. This dataset is part of the public reporting requirements set forth in California Welfare and Institutions Code 14102.5(a)(6).
Insurance Affordability Programs Eligibility Appeals Hearing Results

This dataset includes the hearing results for eligibility appeals filed for subsidized Covered California coverage, Medi-Cal, or a combination of both eligibility determinations by year and quarter. 
The Department of Health Care Services (DHCS) assigns responsibility for conducting fair hearing requests (appeals) to the California Department of Social Services (CDSS). CDSS receives appeal requests, conducts hearings through their statewide network of administrative law judges, and renders decisions. CDSS provides these services to DHCS through a contract called an interagency agreement. In addition to the interagency agreement, the Delegation Order gives an Administrative Law Judge the authority to review and adopt decisions for hearings. 
Hearing requests (appeals) may be filed for cases involving mixed determinations, such as when household members applied for and/or had eligibility determinations made for the two programs (i.e., parents were eligible for Covered California and the child(ren) were eligible for Medi-Cal). Hearings are held when an appeal filed by an appellant for determinations that resulted in a denial, eligibility, or discontinuance of coverage. This dataset provides categories of hearing results and includes granted, granted in part, denied, or withdrawn/dismissed. This dataset is part of the public reporting requirements set forth in the California Welfare and Institutions Code 14102.5(a)(6).
CDTFA SalesandUseTaxRates

<div style='text-align:Left;'><div><div style='font-size:12pt;'><p><span>California Department of Tax and Fee Administration sales and use tax rates by jurisdiction. This data is used by the Find Your Tax Rate application to determine the tax rate of an address. https://maps.cdtfa.ca.gov .&nbsp;</span></p><p><span>There are two layers. Layer 1 is the main tax rate map and layer 0 contains additional Tax Area Code (TAC) field with additional geometry for redevelopment areas.&nbsp;</span></p></div></div></div>