AndreaBozzo/ceres-open-data-index huggingface dataset:
Police Firearm Discharge - Subjects

Data Description: This data represents the demographics of the subjects of officer involved shooting incidents by the Cincinnati Police Department. This dataset is supplemental to Police Firearm Discharge - Incidents which can be found at the following link: https://data.cincinnati-oh.gov/safety/Police-Firearm-Discharge-Incidents/n625-s9aa/ The datasets can be linked using the UNIQUE_REPORT_ID. Please keep in mind an incident may have more than one subject and more than one officer involved.
Police Firearm Discharge - Officers

Data Description: This data represents the demographics of the officers involved in shooting incidents by the Cincinnati Police Department. This dataset is supplemental Police Firearm Discharge - Incidents which can be found at the following link: https://data.cincinnati-oh.gov/safety/Police-Firearm-Discharge-Incidents/n625-s9aa/ The datasets can be linked using the UNIQUE_REPORT_ID. Please keep in mind an incident may have more than one subject and more than one officer involved.
Police Firearm Discharge - Incidents

Data Description: This data represents officer involved shooting incidents by the Cincinnati Police Department. An officer involved shooting (OIS) may be defined as the discharge of a firearm, which may include accidental and intentional discharges, by a police officer, whether on or off duty. The demographic information for the subjects and officers are available at the following links. The datasets can be linked using the UNIQUE_REPORT_ID. Please keep in mind an incident may have more than one subject and more than one officer involved. Officers: https://data.cincinnati-oh.gov/safety/Police-Firearm-Discharge-Officers/82xu-949a/ Subjects: https://data.cincinnati-oh.gov/dataset/Police-Firearm-Discharge-Subjects/dxac-g4wm/ Data Creation: This data is created through reporting by the Cincinnati Police Department. Data Created By: The source of this data is the Cincinnati Police Department record system 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/c64e-ybfz/ 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.
Poles (City of Cincinnati owned)

Data Description: This data set contains all poles owned/maintained by the City of Cincinnati's Department of Transportation & Engineering (DOTE). Poles are geocoded, and include neighborhood as well as street segment (strsegid). Data Creation: This data set is stored and maintained by Cincinnati Area Geographic Information Systems (CAGIS), and asset content is updated and input by DOTE. Data Created By: Department of Transportation & Engineering Refresh Frequency: 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
Plan Cincinnati

Data Description: This data set contains updates on Plan Cincinnati. Plan Cincinnati is the City of Cincinnati's comprehensive plan that guides future planning and development in the City. More information about Plan Cincinnati is available here: https://www.cincinnati-oh.gov/planning/plan-cincinnati/ Data Creation: This data is collected and maintained by the City Planning Department Data Created By: City Planning Department Refresh Frequency: As Needed 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/uxm3-hyjp 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
Pedestrian Stops - Contact Cards

Data Description: This dataset captures all Cincinnati Police Department stops of pedestrians. This data includes time of incident, officer assignment, race/sex of stop subject, and outcome of the stop ("Action taken").. Individual pedestrian stops may populate multiple data rows to account for multiple outcomes: "Instance_ID" is the unique identifier for every one (1) pedestrian stop. NOTE: CPD transitioned to a new Record Management System on 6/3/2024. The data before this date may have a different structure than the data after this date. Data Creation: This data is created when CPD completes a pedestrian 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. 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/gw5q-kjng 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.
PDI (Police Data Initiative) Use of Force

*This information will not be updated while the Cincinnati Police Department undergoes transfer to a new data management system.* Data Description: This data represents use of force incidents by the Cincinnati Police Department. Use of force can generally be defined as the means of compelling compliance or overcoming resistance to an officer’s command(s) in order to protect life or property or to take a person into custody. Data Creation: This data is created through reporting by the Cincinnati Police Department. Data Created By: The source of this data is the Cincinnati Police Department. Refresh Frequency: This information will not be updated while the Cincinnati Police Department undergoes transfer to a new data management system. 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/quk6-rcaw 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.
PDI (Police Data Initiative) Traffic Stops (Drivers)

Data Description: This dataset captures all 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 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.
PDI (Police Data Initiative) Traffic Stops (All Subjects)

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.
PDI (Police Data Initiative) Police Calls for Service (CAD): 2014-2016 Archive

Data Description: This data represents historic calls for service for the Cincinnati Police Department. 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’s computer-aided dispatch (CAD) system. Data Created By: The source of this data is the Cincinnati Police Department. Refresh Frequency: This data is historic and is no longer updated. 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.
PDI (Police Data Initiative) Police Calls for Service (CAD)

Data Description: This dataset captures all Cincinnati Police Department Calls for Service. The City of Cincinnati's Computer Aided Dispatch (CAD) system records police incident response activity, which includes all calls for service to emergency operators, 911, alarms, police radio and non-emergency calls. CAD records all dispatch information, which is used by dispatchers, field supervisors, and on-scene officers to determine the priority, severity, and response needs surrounding the incident. Once an officer responds to a call, he/she updates the disposition to reflect findings on-scene. This dataset includes both proactive and reactive police incident data. 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: (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.
PDI (Police Data Initiative) Pedestrian Stops

Data Description: This dataset captures all Cincinnati Police Department stops of pedestrians. This data includes time of incident, officer assignment, race/sex of stop subject, and outcome of the stop ("Action taken").. Individual pedestrian stops may populate multiple data rows to account for multiple outcomes: "interview number" is the unique identifier for every one (1) pedestrian stop. Data Creation: This data is created when CPD completes a pedestrian 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. 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/gw5q-kjng 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.
Vacant & Foreclosed Property Registration

Data Description: This data set contains properties registered in the City of Cincinnati's vacant and foreclose property program. This program is designed to identify properties that are vacant and/or in foreclosure to ensure that they continue to comply with code despite being unoccupied. Data Creation: This data is created every time a new property is registered as vacant or foreclosed. Data Created By: This data set is stored and maintained by Cincinnati Area Geographic Information Systems (CAGIS). The content is input and updated by the Department of Buildings & Inspections. Refresh Frequency: 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