AndreaBozzo/ceres-open-data-index huggingface dataset:
Current Greenspace Plan Cleanings

Data Description: This dataset is a record of the Department of Public Services’ greenspace site cleanings as driven by the current Greenspace Maintenance Plan (implemented spring 2018). This data is for site cleanings from January 2016 to present. Data Creation: Data is recorded by DPS for each cleaning performed Data Created By: DPS Refresh Frequency: Daily CincyInsights: The City of Cincinnati maintains an interactive dashboard portal, CincyInsights in addition to our Open Data in an effort to increase access and usage of city data. This data set has an associated dashboard available here: https://insights.cincinnati-oh.gov/stories/s/wh9h-zdqz Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this dataset. Processing: The City of Cincinnati is committed to providing the most granular and accurate data possible. In that pursuit the Office of Performance and Data Analytics facilitates standard processing to most raw data prior to publication. Processing includes but is not limited: address verification, geocoding, decoding attributes, and addition of administrative areas (i.e. Census, neighborhoods, police districts, etc.).
Creating Healthy Communities Coalition (CHCC) Activities

Data Description: This dataset contains information on the Cincinnati Health Department's (CHD) Creating Healthy Communities Coalition (CHCC). Creating Health Communities is an Ohio Department of Health (ODH) program. This dataset has the location and estimated number of people impacted by CHCC activities implemented in 2015-2017. For more information, visit https://www.cincinnati-oh.gov/health/cincinnati-health-department-divisions1/environmental-health/health-promotion-worksite-wellness/ Disclaimers: The CHCC dashboard includes data from outside the city limits, including Northern Kentucky, Hamilton County, Columbus area, and Dayton area, for the following measures: UDF Healthy Food Retail, Produce Perks, and Tobacco Free Policies. A residential population may be impacted by multiple PSE changes, due to the location of various PSE changes. For example, in 2015 the Stanley Rowe Senior Citizens population was impacted by a Crime Prevention Through Environmental Design PSE change. The same population was impacted again in 2016 with a Smoke-free Policy change. Data Creation: The Cincinnati Health Department provides updates on each CHCC activity impacting Cincinnati residents Data Created By: Cincinnati Health Department Refresh Frequency: Daily CincyInsights: The City of Cincinnati maintains an interactive dashboard portal, CincyInsights in addition to our Open Data in an effort to increase access and usage of city data. This data set has an associated dashboard available here: https://insights.cincinnati-oh.gov/stories/s/5ygy-4y6j Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this dataset. Processing: The City of Cincinnati is committed to providing the most granular and accurate data possible. In that pursuit the Office of Performance and Data Analytics facilitates standard processing to most raw data prior to publication. Processing includes but is not limited: address verification, geocoding, decoding attributes, and addition of administrative areas (i.e. Census, neighborhoods, police districts, etc.). Data Usage: For directions on downloading and using open data please visit our How-to Guide: https://data.cincinnati-oh.gov/dataset/Open-Data-How-To-Guide/gdr9-g3ad
CPD Reported Shootings

Data Description: This dataset captures confirmed shooting events in the City of Cincinnati. Shootings events are captured in the Computer Aided Dispatch System (CAD), and are ultimately stored in the City's Records Management System (RMS). No personal or identifying (or otherwise sensitive) victim or suspect information is included in this data set. Data Creation: This data is created through the City’s computer-aided dispatch (CAD) system. Data Created By: The source of this data is the Cincinnati Police Department. Refresh Frequency: This data is updated daily. CincyInsights: The City of Cincinnati maintains an interactive dashboard portal, CincyInsights in addition to our Open Data in an effort to increase access and usage of city data. This data set has an associated dashboard available here: https://insights.cincinnati-oh.gov/stories/s/xw7t-5phj Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this dataset. Processing: The City of Cincinnati is committed to providing the most granular and accurate data possible. In that pursuit the Office of Performance and Data Analytics facilitates standard processing to most raw data prior to publication. Processing includes but is not limited: address verification, geocoding, decoding attributes, and addition of administrative areas (i.e. Census, neighborhoods, police districts, etc.). Data Usage: For directions on downloading and using open data please visit our How-to Guide: https://data.cincinnati-oh.gov/dataset/Open-Data-How-To-Guide/gdr9-g3ad Disclaimer: In compliance with privacy laws, all Public Safety datasets are anonymized and appropriately redacted prior to publication on the City of Cincinnati’s Open Data Portal. This means that for all public safety datasets: Latitude and Longitude have been randomly skewed to represent values within the same block area (but not the exact location) of the incident.
CPD Contact Cards

Data Description: This dataset captures all Cincinnati Police Department Contact Carrds. This data includes time of incident, officer assignment, race/sex of stop subject, and outcome of the stop ("Action taken"). Individual contact cards may populate multiple data rows to account for multiple outcomes or multiple items of contraband: "interview number" is the unique identifier for every one (1) stop. Data Creation: This data is created when CPD completes a pedestrian or traffic stop and logs the interview via Contact Cards. Contact Cards are a result of the Collaborative Agreement. Contact Cards are manually entered and may experience lags in data entry. Data Created by: This data is created by the Cincinnati Police Department. Refresh Frequency: This data is updated daily. Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this dataset. Processing: The City of Cincinnati is committed to providing the most granular and accurate data possible. In that pursuit the Office of Performance and Data Analytics facilitates standard processing to most raw data prior to publication. Processing includes but is not limited: address verification, geocoding, decoding attributes, and addition of administrative areas (i.e. Census, neighborhoods, police districts, etc.). Data Usage: For directions on downloading and using open data please visit our How-to Guide: https://data.cincinnati-oh.gov/dataset/Open-Data-How-To-Guide/gdr9-g3ad Disclaimer: In compliance with privacy laws, all Public Safety datasets are anonymized and appropriately redacted prior to publication on the City of Cincinnati’s Open Data Portal. This means that for all public safety datasets: (1) the last two digits of all addresses have been replaced with “XX,” and in cases where there is a single digit street address, the entire address number is replaced with "X"; and (2) Latitude and Longitude have been randomly skewed to represent values within the same block area (but not the exact location) of the incident.
CPD & CFD Calls For Service

Data Description: CPD & CFD Calls For Service includes all Fire and Police calls for service from the current day. Calls For Service are the events captured in an agency’s Computer-Aided Dispatch (CAD) system used to facilitate incident response. This dataset includes both proactive and reactive police incident data. Data Creation: This data is created when a run is entered into the City of Cincinnati’s computer-aided dispatch (CAD) database. Data Created By: The source of this data is the City of Cincinnati's computer-aided dispatch (CAD) database. Refresh Frequency: This data is updated every 15 minutes. CincyInsights: The City of Cincinnati maintains an interactive dashboard portal, CincyInsights in addition to our Open Data in an effort to increase access and usage of city data. This data set has an associated dashboard available here: https://insights.cincinnati-oh.gov/stories/s/a4d9-vw5s and https://insights.cincinnati-oh.gov/stories/s/6jrc-cmn5 Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this dataset. Processing: The City of Cincinnati is committed to providing the most granular and accurate data possible. In that pursuit the Office of Performance and Data Analytics facilitates standard processing to most raw data prior to publication. Processing includes but is not limited: address verification, geocoding, decoding attributes, and addition of administrative areas (i.e. Census, neighborhoods, police districts, etc.). Data Usage: For directions on downloading and using open data please visit our How-to Guide: https://data.cincinnati-oh.gov/dataset/Open-Data-How-To-Guide/gdr9-g3ad Disclaimer: In compliance with privacy laws, all Public Safety datasets are anonymized and appropriately redacted prior to publication on the City of Cincinnati’s Open Data Portal. This means that for all public safety datasets: (1) the last two digits of all addresses have been replaced with “XX,” and in cases where there is a single digit street address, the entire address number is replaced with "X"; and (2) Latitude and Longitude have been randomly skewed to represent values within the same block area (but not the exact location) of the incident.
Community Perceptions Survey 2025

The Cincinnati Community Perceptions Survey was developed by the City's Office of Performance and Data Analytics and ETC Institute in the fall of 2021. This community engagement tool was designed to allow the City Administration to evaluate resident satisfaction with our services and measure that level of satisfaction against cities of similar size, location, and demographics. The survey design also allows the City to capture community priorities for investment in services over the next two years. The survey was administered a third time during the winter of 2025 by mail to a random sample of households across the city and was available to complete by mail or online. The goal of 1,200 completed surveys was exceeded, with a total of 1,234 residents completing the survey. The overall residents for the sample of 1,234 households have a precision of at least +/-2.8% at the 95% level of confidence and are demographically representative of our city's population. This survey provides insight into where we are excelling in service delivery and where our local government could benefit from intentional improvement and resources. Read the full report on survey results here: https://www.cincinnati-oh.gov/manager/community-survey/ Find the Community Perceptions Survey Dashboard here: https://insights.cincinnati-oh.gov/stories/s/Community-Perceptions-Survey-Version-2/3nn5-m4kg/ Find the 2021 Community Perceptions Survey Data here: https://data.cincinnati-oh.gov/efficient-service-delivery/Community-Perceptions-Survey-2021/pkyn-d5t4/about_data Find the 2023 Community Perceptions Survey Data here: https://data.cincinnati-oh.gov/efficient-service-delivery/Community-Perceptions-Survey-2023/k3wu-iek9/about_data
Community Perceptions Survey 2023

The Cincinnati Community Perceptions Survey was developed by the City's Office of Performance and Data Analytics and ETC Institute in the fall of 2021. This community engagement tool was designed to allow the City Administration to evaluate resident satisfaction with our services and measure that level of satisfaction against cities of similar size, location, and demographics. The survey design also allows the City to capture community priorities for investment in services over the next two years. The survey was administered during the winter of 2023 by mail to a random sample of households across the city, and was available to complete by mail or online. The goal of 1,200 completed surveys was met, with a total of 1,235 residents completing the survey. The overall residents for the sample of 1,408 households have a precision of at least +/-2.8% at the 95% level of confidence, and are demographically representative of our city's population. This survey provides insight into where we are excelling in service delivery and where our local government could benefit from intentional improvement and resources. Read the full report on survey results here: https://www.cincinnati-oh.gov/manager/community-survey/ Find the Community Perceptions Survey Dashboard here: https://insights.cincinnati-oh.gov/stories/s/Community-Perceptions-Survey-Version-2/3nn5-m4kg/ Find the 2021 Community Perceptions Survey Data here: https://data.cincinnati-oh.gov/efficient-service-delivery/Community-Perceptions-Survey-2021/pkyn-d5t4/about_data
Traffic Crash Reports (CPD)

Data Description: Traffic Crash Reports are records in the event of a CPD response to a traffic crash. Data Creation: This dataset includes fatal, injury, and non-injury crashes. Data Created By: The source of this data is the City of Cincinnati Police Department. Refresh Frequency: This data is updated daily. CincyInsights: The City of Cincinnati maintains an interactive dashboard portal, CincyInsights in addition to our Open Data in an effort to increase access and usage of city data. This data set has an associated dashboard available here: https://insights.cincinnati-oh.gov/stories/s/sj28-dfcf Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this dataset. Processing: The City of Cincinnati is committed to providing the most granular and accurate data possible. In that pursuit the Office of Performance and Data Analytics facilitates standard processing to most raw data prior to publication. Processing includes but is not limited: address verification, geocoding, decoding attributes, and addition of administrative areas (i.e. Census, neighborhoods, police districts, etc.). Data Usage: For directions on downloading and using open data please visit our How-to Guide: https://data.cincinnati-oh.gov/dataset/Open-Data-How-To-Guide/gdr9-g3ad Disclaimer: In compliance with privacy laws, all Public Safety datasets are anonymized and appropriately redacted prior to publication on the City of Cincinnati’s Open Data Portal. This means that for all public safety datasets: (1) the last two digits of all addresses have been replaced with “XX,” and in cases where there is a single digit street address, the entire address number is replaced with "X"; and (2) Latitude and Longitude have been randomly skewed to represent values within the same block area (but not the exact location) of the incident.
Community Perceptions Survey 2021

The Cincinnati Community Perceptions Survey was developed by the City's Office of Performance and Data Analytics and ETC Institute in the fall of 2021. This community engagement tool was designed to allow the City Administration to evaluate resident satisfaction with our services and measure that level of satisfaction against cities of similar size, location, and demographics. The survey design also allows the City to capture community priorities for investment in services over the next two years. The survey was administered during the winter of 2021 by mail to a random sample of households across the city, and was available to complete by mail or online. The goal of 1,200 completed surveys was exceeded, with a total of 1,408 residents completing the survey. The overall residents for the sample of 1,408 households have a precision of at least +/-2.6% at the 95% level of confidence, and are demographically representative of our city's population. This year's survey will set a baseline for Cincinnati to work from with the goal of better understanding where we are excelling in service delivery and where our local government could benefit from intentional improvement and resources. Find the link to the Survey landing page here: https://etcinstitute.com/directionfinder2-0/city-of-cincinnati-ohio/
Commercial Economic Incentives- City of Cincinnati

Data Description: The City of Cincinnati offers a Community Reinvestment Area (CRA) abatement program to companies and developers building or renovating a residential, commercial, industrial, or mixed-use facility in cases where the new or renovated facilities will result in job creation. This dataset includes commercial tax abatements, grants, sales of City properties, tax incentives, tax increment financing (TIF), and loans issued by the City of Cincinnati. Data Creation: Data is recorded by the Department of Community and Economic Development (DCED) when new agreements are signed Data Created By: DCED Refresh Frequency: Daily CincyInsights: The City of Cincinnati maintains an interactive dashboard portal, CincyInsights in addition to our Open Data in an effort to increase access and usage of city data. This data set has an associated dashboard available here: https://insights.cincinnati-oh.gov/stories/s/nhpp-q2ru Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this dataset. Processing: The City of Cincinnati is committed to providing the most granular and accurate data possible. In that pursuit the Office of Performance and Data Analytics facilitates standard processing to most raw data prior to publication. Processing includes but is not limited: address verification, geocoding, decoding attributes, and addition of administrative areas (i.e. Census, neighborhoods, police districts, etc.). Data Usage: For directions on downloading and using open data please visit our How-to Guide: https://data.cincinnati-oh.gov/dataset/Open-Data-How-To-Guide/gdr9-g3ad
Code Enforcement

Data Description: This data set contains all code enforcement data, including abandoned vehicles; building code enforcement; demolition program; property enforcement; and zoning enforcement. This includes complaints, inspections, and violations from both residential and commercial properties. For more information visit: https://www.cincinnati-oh.gov/buildings/property-maintenance-code-enforcement/ Data Creation: The content of this data is entered and updated by respective enforcing agencies, and is maintained and stored by the Cincinnati Area Geographic Information Systems consortium (CAGIS). Data Created By: CAGIS Refresh Frequency: Daily CincyInsights: The City of Cincinnati maintains an interactive dashboard portal, CincyInsights in addition to our Open Data in an effort to increase access and usage of city data. This data set has an associated dashboard available here: https://insights.cincinnati-oh.gov/stories/s/Code-Enforcement/eb9h-rrpu/ Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this dataset. Processing: The City of Cincinnati is committed to providing the most granular and accurate data possible. In that pursuit the Office of Performance and Data Analytics facilitates standard processing to most raw data prior to publication. Processing includes but is not limited: address verification, geocoding, decoding attributes, and addition of administrative areas (i.e. Census, neighborhoods, police districts, etc.). Data Usage: For directions on downloading and using open data please visit our How-to Guide: https://data.cincinnati-oh.gov/dataset/Open-Data-How-To-Guide/gdr9-g3ad
Traffic Stops - Contact Cards

Data Description: This dataset captures all subjects of traffic stops involving motor vehicles. Time of incident, officer assignment, race/sex of stop subject, and outcome of the stop ("Action taken") are also included in this data. Individual traffic stops may populate multiple data rows to account for multiple subjects and multiple outcomes: "interview number" is the unique identifier for every one (1) traffic stop. Data Creation: Cincinnati Police Department (CPD) officers record all traffic stops involving motor vehicles via Contact Cards. Contact Cards are completed every time a CPD officer stops vehicles or pedestrians. The use of Contact Cards came out of the Collaborative Agreement. Data Created By: The source of this data is the Cincinnati Police Department. Refresh Frequency: This data is updated daily. CincyInsights: The City of Cincinnati maintains an interactive dashboard portal, CincyInsights in addition to our Open Data in an effort to increase access and usage of city data. This data set has an associated dashboard available here: https://insights.cincinnati-oh.gov/stories/s/h48j-wkz6 Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this dataset. Processing: The City of Cincinnati is committed to providing the most granular and accurate data possible. In that pursuit the Office of Performance and Data Analytics facilitates standard processing to most raw data prior to publication. Processing includes but is not limited: address verification, geocoding, decoding attributes, and addition of administrative areas (i.e. Census, neighborhoods, police districts, etc.). Data Usage: For directions on downloading and using open data please visit our How-to Guide: https://data.cincinnati-oh.gov/dataset/Open-Data-How-To-Guide/gdr9-g3ad Disclaimer: In compliance with privacy laws, all Public Safety datasets are anonymized and appropriately redacted prior to publication on the City of Cincinnati’s Open Data Portal. This means that for all public safety datasets: (1) the last two digits of all addresses have been replaced with “XX,” and in cases where there is a single digit street address, the entire address number is replaced with "X"; and (2) Latitude and Longitude have been randomly skewed to represent values within the same block area (but not the exact location) of the incident.