Open Data Network

COVID-19 Cases by Geography and Date (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. A. DATASET DESCRIPTION This dataset contains COVID-19 positive confirmed cases aggregated by several different geographic areas and by day. COVID-19 cases are mapped to the residence of the individual and shown on the date the positive test was collected. In addition, 2019 American Community Survey (ACS) 5-year population estimates are included to calculate the cumulative rate per 10,000 residents. Dataset covers cases going back to March 18th, 2020 when the first person in Marin County tested positive for COVID-19. This data may not be immediately available for recently reported cases and data will change to reflect as information becomes available. Data updated daily. COVID-19 case data undergo quality assurance and other data verification processes and are continually updated to maximize completeness and accuracy of information. This means data may change for previous days as information is updated. Geographic areas summarized are: 1. City, Town, or Community Area 2. Census Tracts 3. Census ZIP Code Tabulation Areas (ZCTAs) B. HOW THE DATASET IS CREATED Addresses from the COVID-19 case data are geocoded by Marin County HHS. Those addresses are spatially joined to the geographic areas. Counts are generated based on the number of address points that match each geographic area for a given date. The 2019 ACS estimates for population provided by the Census are used to create a cumulative rate which is equal to ([cumulative count up to that date] / [acs_population]) * 10000) representing the number of total cases per 10,000 residents (as of the specified date). C. UPDATE PROCESS Geographic analysis is scripted by Marin HHS staff and synced to this dataset each day. D. HOW TO USE THIS DATASET This dataset can be used to track the spread of COVID-19 throughout Marin County in a variety of geographic areas. Note that the new cases column in the data represents the number of new cases confirmed in a certain area on the specified day, while the cumulative cases column is the cumulative total of cases in a certain area as of the specified date. Privacy rules in effect To protect privacy, certain rules are in effect: 1. Any area with a cumulative case count less than 10 are dropped for all days the cumulative count was less than 10. These will be null values. For example if a zip code did not have 10 cumulative cases until June 1, 2020 that location will not be included in the dataset until June 1. 2. Once an area has a cumulative case count of 10 or greater, that area will have a new row of case data every day following. 3. 3. Cases are dropped altogether for areas where acs_population < 1000. Some adjacent geographic areas may be combined until the ACS population exceeds 1,000 to still provide information for these regions. Note: 14-day case rate or 30-day case rate where the counts are lower than 20 may be unstable. We advise caution in interpreting rates at these small numbers. A note on Census ZIP Code Tabulation Areas (ZCTAs) ZIP Code Tabulation Areas are special boundaries created by the U.S. Census based on ZIP Codes developed by the USPS. They are not, however, the same thing. ZCTAs are areal representations of routes.

Countywide Expense

Budgeted expenses for the County of Marin for Fiscal Years 2023-24; 2022-23; 2021-22; 2020-21. Each Fiscal Year begins July 1 and ends the following June 30. Expenses are broken out by department and budget category.

EMS Dispatch Incidents for Overdose/Poisoning/Ingestion, excluding Assisted Living EMS Destinations

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.

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: <a href="/api/views/er4x-svwp/files/aedd84a5-6f45-4d8d-982d-a22e31c74b72?download=true&filename=Affidavit%20to%20Obtain%20Reissue%20of%20Lost%20or%20Destroyed%20Check.pdf" style="">Affidavit to Obtain Reissue of Lost or Destroyed Check.pdf</a> <br>

Special Districts Budget – Expenses

Budgeted expenses for the County of Marin’s Special District Funds for Fiscal Years 2023-24; 2022-23; 2021-22; 2020-21. Each Fiscal Year begins July 1 and ends the following June 30.

Program Detail - Expenses

Budgeted expenses for the County of Marin for Fiscal Years 2023-24; 2022-23; 2021-22; 2020-21. Each Fiscal Year begins July 1 and ends the following June 30. Expenses are broken out by department, program, fund and budget category.

Special Districts Budget – Expenses – by Fund

Budgeted expenses for the County of Marin’s Special District Funds for Fiscal Years 2023-24; 2022-23; 2021-22; 2020-21. Each Fiscal Year begins July 1 and ends the following June 30. Detail by fund and program.

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.</strong> 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 <u><a href="https://coronavirus.marinhhs.org/surveillance/faqs">FAQs</a></u>.</p>

Pesticide Usage in Marin

The Marin County Department of Agriculture oversees the use of pesticides in Marin County. We are committed to protecting our community and beautiful environment by ensuring pesticides are handled and stored properly, and commercial applicators are trained and licensed.