AndreaBozzo/ceres-open-data-index huggingface dataset:
Arts and Culture: Organizational Grants Program

The [Organizational Grant Program] (OGP) provides Los Angeles County nonprofit arts organizations funding to address priority needs and ensures cultural services for the diverse communities that comprise LA County. These two-year grants support arts organizations whose services positively impact residents, neighborhoods and communities by providing direct access and increased opportunities for quality arts activities and programming that is often free or low cost. Find out if your nonprofit organization might be eligible [on our website]. DATA DICTIONARY ───────────────┬────────────────────────────────────────────────────────────────── Field Name │Description ───────────────┼────────────────────────────────────────────────────────────────── Grantee Name │Name of the nonprofit organization ───────────────┼────────────────────────────────────────────────────────────────── Discipline │Primary arts discipline used by the grantee organization ───────────────┼────────────────────────────────────────────────────────────────── Grantee Website│Grantee website ───────────────┼────────────────────────────────────────────────────────────────── HQ City │City where the grantee's headquarters is located ───────────────┼────────────────────────────────────────────────────────────────── All BOS Served │All LA County Board of Supervisors districts served by the grantee ───────────────┼────────────────────────────────────────────────────────────────── OGP Category │OGP category of the grantee, based on their budget size ───────────────┼────────────────────────────────────────────────────────────────── Grant Award │Dollar amount awarded to the grantee ───────────────┼────────────────────────────────────────────────────────────────── Award Year │Year the grant was awarded (two-year grants) ───────────────┼────────────────────────────────────────────────────────────────── │ ───────────────┴────────────────────────────────────────────────────────────────── Photo credit: [MUSE/IQUE]
DCFS Address Labels - CSV

This data was uploaded for a temporary project by the Los Angeles County Department of Children and Family Services (DCFS - visit [dcfs.lacounty.gov]). The CSV file is derived from the source data used to render address points as vector tiles used by [RAVS] (Referral Address Verification System), a site used by the DCFS Child Abuse Hotline workers to process complaints of child abuse. CSV Fields: * pt_label - Address Label you see on a map * fulladdress - Full Address, freeform as a reference * src - Data Source (CAMS, City of L.A., Assessor) * lon - Longitude, decimal degrees, rounded to six digits * lat - Latitude, decimal degrees, rounded to six digits Data Sources: * [Los Angeles Countywide Address Management System] * [Addresses in the City of Los Angeles] * [Los Angeles County Assessor] Child Protection Hotline, 24 hours a day, 7 days a week: (800) 540-4000 Toll Free within California (213) 639-4500 Outside of California (800) 272-6699 TDD - Hearing Impaired
PROBATION JUVENILE ADMISSION BY ETHNICITY

──────────────────────┬───────────┬────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬──────────────────────── Column Name │Data Type │Description │Example Value ──────────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── FACILITY │Varchar(80)│Youth confined in selected facilities, during selected timeframe │DOROTHY KIRBY CENTER-DKC ──────────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── BLACK │Int │Admited youth under the Black Ethnic Category in selected facilities. │44 ──────────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── HISPANIC │Int │Admited youth under the Hispanic(Mexican,Hispanic,latino) Ethnic Category in selected facilities. │103 ──────────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── WHITE │Int │Admited youth under the White Ethnic Category in selected facilities. │1 ──────────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── ASIAN_PACIFIC_ISLANDER│Int │Admited youth under the Asian Pacific Islander(Combination of Chinese, Samoan) Ethnic Category in selected facilities.│0 ──────────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── OTHERS │Int │Admited Youth in Other Category namely ( Unknown or other) in selected Facility │0 ──────────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── LAST_UPDATE_DATE │Datetime │Date at which the new record is inserted │4/3/2026 ──────────────────────┴───────────┴────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────────────────────
PROBATION JUVENILE COUNTS BY AGE

────────────────┬───────────┬────────────────────────────────────────────────────────────────────────────┬──────────────────── Column Name │Data Type │Description │Example Value ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────┼──────────────────── Facility │Varchar(80)│Admitted Youth in the selected facilities, during selected timeframe │JH-CAMPUS KILPATRICK ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────┼──────────────────── 13 and Younger │Int │Youth admitted under the 13‑and‑younger age category in selected facilities.│20 ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────┼──────────────────── 14-15 │Int │Youth admitted under the age category 14-15 in selected facilities. │35 ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────┼──────────────────── 16-17 │Int │Youth admitted under the age category 16-17 in selected facilities. │45 ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────┼──────────────────── 18 and up │Int │Youth admitted under the age category 18 and up in selected facilities. │55 ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────┼──────────────────── Last_Update_Date│DateTime │Date at which the new record is inserted │2026-04-03 ────────────────┴───────────┴────────────────────────────────────────────────────────────────────────────┴────────────────────
PROBATION JUVENILE COUNTS BY ETHNICITY

──────────────────────┬───────────┬──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────────────────────── Column Name │Data Type │Description │Example Value ──────────────────────┼───────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────────────────── Facility │Varchar(80)│Youth confined in selected facilities, during selected timeframe │"DOROTHY KIRBY CENTER-DKC" ──────────────────────┼───────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────────────────── Black │Int │Counts of youth under the Black Ethnic Category in selected facilities. │"44" ──────────────────────┼───────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────────────────── Hispanic │Int │Counts of youth under the Hispanic(Mexican,Hispanic,latino) Ethnic Category in selected facilities. │"103" ──────────────────────┼───────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────────────────── White │Int │Counts of youth under the White Ethnic Category in selected facilities. │"1" ──────────────────────┼───────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────────────────── Asian Pacific Islander│Int │Counts of youth under the Asian Pacific Islander(Combination of Chinese, Samoan) Ethnic Category in selected facilities.│"0" ──────────────────────┼───────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────────────────── Others │Int │Counts of Youth in Other Category namely ( Unknown or other) in selected Facility │"0" ──────────────────────┼───────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────────────────── Last_Update_Date │Datetime │Date at which the new record is inserted │"2026-04-03" ──────────────────────┴───────────┴──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴──────────────────────────
PROBATION JUVENILE COUNTS BY GENDER

────────────────┬───────────┬────────────────────────────────────────────────────────────────────────────────────┬──────────────────────── Column Name │Data Type │Description │Example Value ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── FACILITY │Varchar(80)│Youth confined in selected facilities, during selected timeframe │DOROTHY KIRBY CENTER-DKC ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── MALE │Int │Male youth count under Male Gender category in selected facilities. │44 ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── FEMALE │Int │Female youth count under the Female Gender category in selected facilities. │103 ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── GENDER EXPANSIVE│Int │Youth Gender values other than “Male” or “Female” consolidated into Gender expansive│1 ────────────────┼───────────┼────────────────────────────────────────────────────────────────────────────────────┼──────────────────────── LAST_UPDATE_DATE│Datetime │Date at which the new record is inserted │2026-04-03 ────────────────┴───────────┴────────────────────────────────────────────────────────────────────────────────────┴────────────────────────
LA City Council Districts (2021)

LA City Council Districts (Adopted 2021) Official Council District boundaries in the City of Los Angeles created and maintained by the Bureau of Engineering / GIS Mapping Division. Ordinance 187279 - Effective 12/10/2021 View Ordinance 187279: [https://clkrep.lacity.org/onlinedocs/2020/20-0668-S7_ord_187279_12-10-21.pdf]
Parking Lots (2014)  from LARIAC

The Los Angeles County Office of Sustainability funded the development of this dataset in order to support the identification of potential locations for the installation of solar photovoltaic canopy modules across the County on commerical, industrial, and government properties. This dataset contains the boundaries of parking lots 5,000 square feet or greater. Pictometry International Corp used the 2014 LARIAC orthogonal imagery to delineate the boundaries of these parking lots. A parking lot was defined as a paved area for parking, incluse of internal median areas. The data did NOT include: * rootop parking lots, * non-paved parking lots, * sidewalks and curbs, * school playgrounds, * structures that were within the parking lot * Landscaping at the edges of parking lots Parcel information Once the boundaries were received, LA County intersected the parking lots with the December 2014 LA County Assessor Parcel file in order to add parcel ID and parcel use information. This will enable parking lot square footage to be reported for an individual parcel, as well as by the parcel type. Projection information NAD_1983_StatePlane_California_V_FIPS_0405_Feet
Persons Experiencing Homelessness

According to U.S. Department of Housing and Urban Development's definition, homelessness includes individuals and families who lack a fixed, regular, and adequate nighttime residence. A homeless count provides a "snapshot in time" to quantify the size of the homeless population at a specific point during the year. Regardless of how successful outreach efforts are, an undercount of people experiencing homelessness is possible. Counts includes persons experiencing unsheltered and sheltered homelessness. Greater Los Angeles Homeless Count occurred in the nights of February 22, 23 and 24, 2022. Glendale's count occurred in the morning and evening of February 25, 2022. Long Beach's count occurred in the early morning of February 24, 2022. Pasadena's count occurred in the evening of February 22, 2022 and morning of February 23, 2022. Data not available for Los Angeles City neighborhoods and unincorporated Los Angeles County; LAHSA does not recommend aggregating census tract-level data to calculate numbers for other geographic levels. Housing affordability is a major concern for many Los Angeles County residents. Housing burden can increase the risk for homelessness. Individuals experiencing homelessness experience disproportionately higher rates of certain health conditions, such as tuberculosis, HIV infection, alcohol and drug abuse, and mental illness. Barriers to accessing care and limited access to resources contribute greatly to these observed disparities. For more information about the Community Health Profiles Data Initiative, please see the [initiative homepage.]
Violent Crime Rate

Serious violent crimes consist of Part 1 offenses as defined by the U.S. Department of Justice’s Uniform Reporting Statistics. These include murders, nonnegligent homicides, rapes (legacy and revised), robberies, and aggravated assaults. LAPD data were used for City of Los Angeles, LASD data were used for unincorporated areas and cities that contract with LASD for law enforcement services, and CA Attorney General data were used for all other cities with local police departments. This indicator is based on location of residence. Single-year data are only available for Los Angeles County overall, Service Planning Areas, Supervisorial Districts, City of Los Angeles overall, and City of Los Angeles Council Districts. Neighborhood violence and crime can have a harmful impact on all members of a community. Living in communities with high rates of violence and crime not only exposes residents to a greater personal risk of injury or death, but it can also render individuals more susceptible to many adverse health outcomes. People who are regularly exposed to violence and crime are more likely to suffer from chronic stress, depression, anxiety, and other mental health conditions. They are also less likely to be able to use their parks and neighborhoods for recreation and physical activity. For more information about the Community Health Profiles Data Initiative, please see the [initiative homepage.]
Cannabis Zoning Eligibility Parcels

Non-residential, unincorporated parcels in LA County with zoning and related cannabis eligibility information. Parcels joined to zoning information based on parcel centroid. This layer is the primary data source for the LA County Department of Business & Consumer Affairs (DCBA) Office of Cannabis Management (OCM) application at [Eligibility Zones for Commercial Cannabis in Unincorporated LA County]. Learn more about OCM at: [https://dcba.lacounty.gov/cannabis/]. Zoning information is based on the allowed business use codes in the Specific Plans, Land Use Planning, and Unincorporated Zoning map layers maintained by the LA County Department of Regional Planning. Learn more at [Maps and GIS - LA County Planning]. This dataset is updated quarterly from the most recent parcel boundaries and zoning layers. The last update was April 1, 2026.
Buffer From Public Parks & Recreation

This dataset was developed to support planning and regulatory workflows that require identifying proximity to Public Parks. A 600-foot buffer has been applied to each facility parcel location to visualize impact zones or spatial relationships relevant to policy, outreach, or permitting processes. By default, the dataset is visualized to include only facilities that intersect unincorporated areas of LA County. Remove the filter to view all records. Created for the Department of Consumer & Business Affairs (DCBA) Office of Cannabis Management (OCM) license elibility application: [Eligibility Zones for Commercial Cannabis in Unincorporated LA County]. Source Data: Facilities data is sourced from [Countywide Parks and Open Space (Public - Hosted) | County Of Los Angeles Enterprise GIS]. Data filters: * ACCESS_TYP = Open Access * AMEN_RPT = Yes Last updated January 2026. Use Cases: * Planning and zoning analysis * Siting or permitting restrictions * Proximity-based impact studies * Community outreach and public health initiatives
Buffer From Game Arcades

This dataset was developed to support planning and regulatory workflows that require identifying proximity to Game Arcades. A 600-foot buffer has been applied to each facility parcel location to visualize impact zones or spatial relationships relevant to policy, outreach, or permitting processes. By default, the dataset is visualized to include only facilities that intersect unincorporated areas of LA County. Remove the filter to view all records. Created for the Department of Consumer & Business Affairs (DCBA) Office of Cannabis Management (OCM) license elibility application: [Eligibility Zones for Commercial Cannabis in Unincorporated LA County]. Source Data: Business data is sourced from [TTC Business License | County of Los Angeles Open Data]. TTC data filters: * Business Category = Game Arcade * Exclude licensed Game Arcade located at 20612 E Arrow Hwy Covina, CA 91724 (Ts lounge) Last updated March 2026. Use Cases: * Planning and zoning analysis * Siting or permitting restrictions * Proximity-based impact studies * Community outreach and public health initiatives
Buffer From Treatment Facilities

This dataset was developed to support planning and regulatory workflows that require identifying proximity to licensed substance use disorder (SUD) treatment facilities. A 600-foot buffer has been applied to each facility parcel location to visualize impact zones or spatial relationships relevant to policy, outreach, or permitting processes. By default, the dataset is visualized to include only facilities that intersect unincorporated areas of LA County. Remove the filter to view all records. Created for the Department of Consumer & Business Affairs (DCBA) Office of Cannabis Management (OCM) license elibility application: [Eligibility Zones for Commercial Cannabis in Unincorporated LA County]. Source Data: Facility data is sourced from the [California Open Data Portal – SUD Facilities]. Last updated March, 2026. Use Cases: * Planning and zoning analysis * Siting or permitting restrictions * Proximity-based impact studies * Community outreach and public health initiatives
Buffer From Active Cannabis Retailers

This dataset was developed to support planning and regulatory workflows that require identifying proximity to Storefront Cannabis Retailers. A 500-foot buffer has been applied to each business parcel location to visualize impact zones or spatial relationships relevant to policy, outreach, or permitting processes. By default, the dataset is visualized to include only facilities that intersect unincorporated areas of LA County. Remove the filter to view all records. Created for the Department of Consumer & Business Affairs (DCBA) Office of Cannabis Management (OCM) license elibility application: [Eligibility Zones for Commercial Cannabis in Unincorporated LA County]. Source Data: Businesses data is sourced from [Cannabis Unified License Search] (ULS) and the DCBA OCM license processing system. ULS Data Filters: * License type = Commercial - Retailer * License Status = Active * License Stage = All ULS data last updated January, 2026. DCBA OCM licensing data updates nightly. Use Cases: * Planning and zoning analysis * Siting or permitting restrictions * Proximity-based impact studies * Community outreach and public health initiatives
Buffer From Child Care Facilities

This dataset was developed to support planning and regulatory workflows that require identifying proximity to Child Care Facilities. A 600-foot buffer has been applied to each facility parcel location to visualize impact zones or spatial relationships relevant to policy, outreach, or permitting processes. By default, the dataset is visualized to include only facilities that intersect unincorporated areas of LA County. Remove the filter to view all records. Created for the Department of Consumer & Business Affairs (DCBA) Office of Cannabis Management (OCM) license elibility application: [Eligibility Zones for Commercial Cannabis in Unincorporated LA County]. Source Data: Facilities data is sourced from [State Community Care Licensing Data]. Data filters: * Exclude residential zoned properties with Child Care Facilities Last updated March 2026. Use Cases: * Planning and zoning analysis * Siting or permitting restrictions * Proximity-based impact studies * Community outreach and public health initiatives
Buffer From Public Libraries

This dataset was developed to support planning and regulatory workflows that require identifying proximity to Public Libraries. A 600-foot buffer has been applied to each facility parcel location to visualize impact zones or spatial relationships relevant to policy, outreach, or permitting processes. By default, the dataset is visualized to include only facilities that intersect unincorporated areas of LA County. Remove the filter to view all records. Created for the Department of Consumer & Business Affairs (DCBA) Office of Cannabis Management (OCM) license elibility application: [Eligibility Zones for Commercial Cannabis in Unincorporated LA County]. Source Data: Facilities data is sourced from [County GIS Portal]. Last updated March 2026. Use Cases: * Planning and zoning analysis * Siting or permitting restrictions * Proximity-based impact studies * Community outreach and public health initiatives
Buffer From K-12 Schools

This dataset was developed to support planning and regulatory workflows that require identifying proximity to K-12 Schools. A 600-foot buffer has been applied to each facility parcel location to visualize impact zones or spatial relationships relevant to policy, outreach, or permitting processes. By default, the dataset is visualized to include only facilities that intersect unincorporated areas of LA County. Remove the filter to view all records. Created for the Department of Consumer & Business Affairs (DCBA) Office of Cannabis Management (OCM) license elibility application: [Eligibility Zones for Commercial Cannabis in Unincorporated LA County]. Source Data: Facilities data is sourced from [California Dept. of Education Geo Hub] (Public and Private Schools Datasets). Last updated March 2026. Use Cases: * Planning and zoning analysis * Siting or permitting restrictions * Proximity-based impact studies * Community outreach and public health initiatives