AndreaBozzo/ceres-open-data-index huggingface dataset:
Unclaimed Checks

List of Marin County checks that have been issued and distributed, but which remain uncashed 6 months after their issue date ("stale" checks). List excludes checks that are considered confidential and exempt from disclosure. This information is updated monthly. In accordance with Government Code §29802, uncashed County checks are void and become stale after 6 months. Uncashed County checks that are lost or destroyed may be reissued up to 2 years from the stale date (2 years and 6 months from the date of issuance) when a valid Affidavit is filed certifying the loss or destruction, and after a review of records indicates the check was not previously reissued. An uncashed, stale County check that is more than 2 years and 6 months old may be reissued only upon receipt of the original check, and if a review of records indicates the check was not previously reissued. If your check has been lost/destroyed or stale-dated, please fill out this form and follow the included instructions to obtain a replacement check: [Affidavit to Obtain Reissue of Lost or Destroyed Check.pdf]
Food Facility Handwash Violations

Hand wash violations tracking of food facilities in Marin County. For each food facility, data contains four year look backs (or less if not licensed that long) of the number of regular inspections, number of inspections with major hand wash violations, whether the facility had consecutive inspections with major hand wash violations, and geographic information. Handwashing educational visits are also tracked during these look backs. Data is updated every six months. Environmental Health Services considers the following food facility inspection codes to be a major hand wash violation for purposes of this data set. CHSC 113953.4 CHSC 113973.b-c CHSC 113968 CHSC 113961 CHSC 113952 CHSC 113953.3
Employee Jobs and Attributes 2013-2020

Information about each regular hire* employee at specific points in time, at the end of each calendar year. Employee-related information includes ethnicity, gender and age range. Age range can change from year to year. Job-related information includes date of regular hire, type of regular hire, date of any termination, department, title, SOC job code, SOC job code description, EEO4 job code and management level. Data is at the end of each calendar year for each of 2013 through 2018. Data is updated annually. Hire dates for regular hire employees hired before 2013 are all set to December 31, 2012, so accurate employee longevity counts cannot be determined. Employee numbers in the data set are masked, and are not actual employee numbers. * Regular hire employees have full salaries and benefits and do not have fixed terms on their employment.
Employee Jobs and Attributes

Information about each regular hire* employee at specific points in time, at the end of every year. Employee-related information includes ethnicity, gender and age range. Age range can change from year to year. Job-related information includes date of regular hire, date of any termination, department, title, and management level. Data is at the end of each calendar year from 2021 forward. Data is updated annually. Employee numbers in the data set are masked, and are not actual employee numbers. * Regular hire employees have full salaries and benefits and do not have fixed terms on their employment.
Emergency Medical Service (EMS) Incidents

Deprecated 12/4/25 Emergency Medical Service ambulance dispatch incidents in Marin County, CA, for the period beginning March, 2013 through September, 2019. Data includes time stamps of events for each dispatch, nature of injury, and location of injury. Data also includes geocoding of most incident locations, however, specific street address locations are "obfuscated" and are generally shown within a block and are not, therefore, exact locations. Geocoding results are also based on the quality of the address information provided, and should therefore not be considered 100% accurate. Some of the data may be interpreted incorrectly without adequate knowledge of the clinical context. Please contact EMS@marincounty.org if you have any questions about the interpretation of fields in this dataset.
Delegated Contracts

Contracts under $50,000 in Marin County, CA, that are approved by a County Official delegated by the Board of Supervisors. Data starts with the first quarter of the County's 7/1/2016 - 6/30/2017 Fiscal Year. Data is updated quarterly. Contracts without listed contract numbers are Revenue Agreements. Contact the listed Department for a copy of any contracts in the data table that have a Contract Number value, but do not have a corresponding Review Contract web link value. [Go to department contacts.]
COVID-19: SARS-CoV-2 Whole Genome Sequencing (archived)

This dataset has been temporarily removed as of April 3, 2023. This dataset is still being maintained internally and will be restored after internal processes undergo a transition. Similar data are available from CDPH: https://calcat.covid19.ca.gov/cacovidmodels/. This dataset displays SARS-CoV-2 lineages identified through whole genome sequencing (WGS) in Marin County by date the sample was collected. There is a minimum 7-day (and up to 21-day) lag in reporting. Not all positive samples in Marin County are sequenced, thus these data may not fully represent the variants circulating in the community. Summarized data can be found in the "Prevalence of Variants of SARS-CoV-2 in Marin County" chart at https://coronavirus.marinhhs.org/surveillance. More information about variants of SARS-CoV-2 can be found via the CDC at https://www.cdc.gov/coronavirus/2019-ncov/variants/variant-info.html
COVID-19 Cumulative Demographics (archived)

This dataset has been retired as of February 17, 2023. This dataset will be kept for historical purposes, but will no longer be updated. Similar data are available on the state’s open data portal: https://data.chhs.ca.gov/dataset/covid-19-time-series-metrics-by-county-and-state. Provides the proportion of COVID-19 Cases, Hospitalizations, and Deaths by Age, Gender, and Race/Ethnicity categories. Note: Between 1/1/2022 and 3/4/2022 hospitalization counts did not include in-patient hospitalizations with a COVID-19 positive test when the patient was in the hospital for a reason other than COVID-19. This included in-patient stays due to labor/delivery, trauma, or emergency surgery. Hospitalization reporting was modified to represent the disease severity of the Omicron variant accurately. As of 3/5/2022, we have resumed publishing the CDPH daily hospitalized patient census, which includes all in-patient hospitalizations with a COVID-19 positive test.
COVID-19 Case Disposition (archived)

This dataset has been retired as of February 17, 2023. This dataset will be kept for historical purposes, but will no longer be updated. Similar data are available on the state’s open data portal: https://data.chhs.ca.gov/dataset/covid-19-time-series-metrics-by-county-and-state/resource/e2c6a86b-d269-4ce1-b484-570353265183. This dataset provides the daily & cumulative number of COVID-19 new confirmed cases, hospitalizations, and deaths among Marin County residents (does not include San Quentin inmates). Event Date corresponds to date that each status type occurred. For Confirmed Case this is Test Date, for Hospitalized this is Hospital Admit Date, and for Death it is the Date of Death. If a person first tested positive for COVID-19 on 11/1/2020, was admitted to the hospital on 11/15/2020, and died on 11/20/2020, their data would be contained in three rows for each status and event date. Note: as of 11/2/2021 hospitalization counts no longer includes in-patient hospitalizations with a COVID-19 positive test when the patient was in the hospital for a reason other than COVID-19. This can include in-patient stays due to labor/delivery, trauma, or emergency surgery. The previous definition of COVID-19 hospitalizations, counting all in-patient hospitalizations with a COVID-19 positive test, measured the burden of disease on hospital resources, while this updated definition is a more appropriate measure of disease severity among Marin County residents. Cases are lab-confirmed COVID-19 cases reported to Marin County Public Health by providers, commercial laboratories, and academic laboratories, including reporting results through the California Reportable Disease Information Exchange. A lab-confirmed case is defined as detection of SARS-CoV-2 RNA in a clinical specimen using a molecular amplification detection test. For more information about data sources and methods please reference the [FAQs].
COVID-19 Case Demographics (Race/Ethnicity) (archived)

This dataset has been retired as of February 17, 2023. This dataset will be kept for historical purposes, but will no longer be updated. Similar data are available on the state’s open data portal: https://data.chhs.ca.gov/dataset/covid-19-time-series-metrics-by-county-and-state/resource/e2c6a86b-d269-4ce1-b484-570353265183 Provides new and cumulative cases by Test Date by Race/Ethnicity.
COVID-19 Case Demographics (Gender) (archived)

This dataset has been retired as of February 17, 2023. This dataset will be kept for historical purposes, but will no longer be updated. Similar data are available on the state’s open data portal: https://data.chhs.ca.gov/dataset/covid-19-time-series-metrics-by-county-and-state/resource/e2c6a86b-d269-4ce1-b484-570353265183. Provide the new and cumulative cases by Test Date by Gender Category
COVID-19 Case Demographics (Age) (archived)

This dataset has been retired as of February 17, 2023. This dataset will be kept for historical purposes, but will no longer be updated. Similar data are available on the state’s open data portal: https://data.chhs.ca.gov/dataset/covid-19-time-series-metrics-by-county-and-state/resource/e2c6a86b-d269-4ce1-b484-570353265183. Provides the new and cumulative cases by Test Date by Age Category
County Sheriff Reported Crimes

Reported crimes of the Marin County Sheriff's Department. Data is updated every four hours. Data begins as of January 1, 2013. Each reported crime includes its date/time, approximate location, crime type, and crime classification. NOTE: For the safety and security of victims of crimes, street address locations, other than reported street intersections or highway locations, are not exact. They are adjusted to the nearest block level. There are two columns of city/town information. The first is the reported city/town name in the crime records. The second, which is not in the crime records, is a translation of it into the more commonly known city/town name, or into Marin County when it appears to be in an unincorporated area. For example, Almonte and Tam Valley are reported city/town names, but they are both in the more commonly known city of Mill Valley. Lucas Valley translates to San Rafael, etc. We hope that the translated city/town column will facilitate analysis.
Building Permit

Detailed information about each residential or commercial building permit processed by, and under the jurisdiction of, Marin County. Data is updated daily and covers the time period beginning January 1, 2014 until the present. Simpler permits, which are issued on demand, have issued dates but do not have received dates nor plan approval dates. More complex permits that involve permit inspections, and often involve building plans that must be approved, have a received date, an issued date and often a plan approval date. The received date is the date a permit application is received. The issued date is the date the permit has been fully approved and issued, and may be many weeks or months after the received date. The related [Building Permit Inspection] dataset has inspections for building permits. It has a common data column, Permit Tracking ID. Advanced analysis tools can be used to analyze both permits and their inspections.
Beach Water Quality

Contains results of weekly water samples collected at beaches in Marin County, CA. The weekly samples are collected and analyzed for Total Coliform, E. coli, and Enterococcus bacteria. Advisories are posted at a beach when a recreational standard for these indicator organism is exceeded. Weekly results are published each year starting in April and continuing through October. Sample results in this dataset start with the week of May 29, 2017. If a sample result is labeled "N/A" it means that no results are available from the beach location that week.