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Medical Waste Disposal: A Focus on Education
data.marincounty.org | Last Updated 2020-07-20T22:37:58.408ZOur goal is to provide and distribute educational material to medical waste producers in order to decrease the disposal violations observed during routine inspections. Ultimately, we aim to reduce blood borne pathogen exposures and environmental degradation due to improperly disposed medical waste.
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COVID-19 Cases by Geography and Date (archived)
data.marincounty.org | Last Updated 2023-04-03T19:04:21.000ZThis 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.
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Medical Waste Generator Inspections
data.marincounty.org | Last Updated 2024-10-04T11:30:04.000ZInspections and inspection violations for Medical Waste Generators in Marin County. For each licensed Medical Waste Generator facility, data consists of the following: facility license number, inspection date, type of inspection, listing of violations found, number of pharmaceutical violations found, information about the facility, earliest license issue date and geographic information. Only small quantity waste generators are currently tracked in this data set. Data is updated daily. For any facilities with an earliest license issue date of 11/18/2012, their actual earliest license issue date was before that date. This is due to a change in tracking systems. If a facility has any of the following violation codes they are considered by Environmental Health Services to have had pharmaceutical disposal violations strictly for purposes of the pharmaceutical disposal violations count shown in this data set. There are of course many other serious violations. 118275.g 118275
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EMS Dispatch Incidents for Overdose/Poisoning/Ingestion, excluding Assisted Living EMS Destinations
data.marincounty.org | Last Updated 2020-02-11T21:15:50.000Z - API
Flood Hazard Zone, August 2017
data.marincounty.org | Last Updated 2020-06-19T20:52:39.000ZThe Digital Flood Insurance Rate Map (DFIRM) Database depicts flood risk information and supporting data used to develop the risk data. The primary risk classifications used are the 1-percent-annual-chance flood event, the 0.2-percent-annual-chance flood event, and areas of minimal flood risk. The DFIRM Database is derived from Flood Insurance Studies (FISs), previously published Flood Insurance Rate Maps (FIRMs), flood hazard analyses performed in support of the FISs and FIRMs, and new mapping data, where available. The FISs and FIRMs are published by the Federal Emergency Management Agency (FEMA). The file is georeferenced to earth's surface using the UTM projection and coordinate system. The specifications for the horizontal control of DFIRM data files are consistent with those required for mapping at a scale of 1:12,000.
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Pesticide Usage in Marin
data.marincounty.org | Last Updated 2022-01-26T00:16:43.392ZThe 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.
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EMS Incidents Over 60
data.marincounty.org | Last Updated 2024-04-05T13:30:40.000ZEmergency Medical Service ambulance dispatch incidents in Marin County, CA, for the period beginning March 1, 2013 through June 30, 2017. Data is updated quarterly. 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.
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EMS Overdose Poisoning Incidents Non-Assisted Living
data.marincounty.org | Last Updated 2024-04-05T13:30:40.000ZEmergency Medical Service ambulance dispatch incidents in Marin County, CA, for the period beginning March, 2013 through September, 2019. Data is updated every three to six months. 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.
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Kindergarten Immunization Types_FINAL
data.marincounty.org | Last Updated 2023-12-13T02:33:43.000ZKindergarten Immunizations for each school and academic year in Marin County, for four consecutive academic years through 2016-2017. Data includes Personal Belief Exemption statistics, specific immunizations and school performance indicators. Note: As of 5/10/2017 this is a newer version of this dataset. Its data structure has been improved to facilitate better analysis, and mapping.
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Kindergarten Immunization Types
data.marincounty.org | Last Updated 2023-12-13T02:33:42.000ZKindergarten Immunizations for each school and academic year in Marin County, for four consecutive academic years through 2016-2017. Data includes Personal Belief Exemption statistics, specific immunizations and school performance indicators. Note: As of 5/10/2017 this is a newer version of this dataset. Its data structure has been improved to facilitate better analysis, and mapping.