AndreaBozzo/ceres-open-data-index huggingface dataset:
Use of Force - Incidents

We are currently experiencing technical difficulties. The data will be available again as soon as possible. Data Description: This data represents use of force incidents reported 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. 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. Subjects: https://data.cincinnati-oh.gov/safety/Use-of-Force-Subjects/4gu6-tz3f/about_data Officers: https://data.cincinnati-oh.gov/safety/Use-of-Force-Officers/28j3-kqky/about_data 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. 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.
City of Cincinnati Salary Schedule

Data Description: This dataset contains the minimum and maximum pay by hour and by annual salary for each City of Cincinnati employee position listed. It also contains the salary plan code, position grade, and date that the position was created. Data Creation: This data is pulled directly from the City's HR software; which centralizes all department HR actions city wide. Data Created By: City Human Resource Information System (CHRIS) 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/Employee-Profile/wjqv-hgc9/ 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
City of Cincinnati Revenue

Data Description: This data set contains all City of Cincinnati revenue sources by resource (revenue) name and code from 2014 to present. Data Creation: This data is pulled directly from the City's financial software; which centralizes all department financial transactions city wide. Data Created By: The Cincinnati Financial System (CFS) 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
City of Cincinnati- Residential Tax Abatements

Data Description: Residential Tax Abatements (CRAs) are designed to make it possible for property owners to minimize the taxes they pay while still owning their homes. The Abatement allows owners to pay taxes on the pre-improvement value of their property for 10-15 years. Property tax abatement is available for any increased valuation that results from improvements to the property for new construction and renovation. This data includes address of residential abatement; neighborhood; LEED date and class (for properties that meet Leadership in Energy and Environmental Design standards), permit and application dates; county certification date (when available + applicable); incentive amount; construction type; and ownership type. Note: Incentive values are estimates only. Data Creation: Data updated by the Department of Community and Economic Development (DCED) This data also relies on information provided by the Hamilton County Auditor and may experience lag times in updating and data verification from their data sources. 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/kceu-xqtz 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.).
City of Cincinnati Expenses by Object Code

Data Description: This data set contains all City of Cincinnati expenses by object code and day. The object code is the descriptor explaining the nature of the expense (personnel; overtime; office supplies; etc.) Data Creation: This data is pulled directly from the City's financial software; which centralizes all department financial transactions city wide. Data Created By: The Cincinnati Financial System (CFS) 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/City-Spending/cuw9-nu34/ 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
City of Cincinnati Employees w/ Salaries

Data Description: This dataset lists all current City of Cincinnati employees, including full names, department, position title, full-time employee status, employee age range, employee race, and annual salary rate. Data Creation: This data is pulled directly from the City's HR software; which centralizes all department HR actions city wide. Data Created By: City Human Resource Information System (CHRIS) 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/Employee-Profile/wjqv-hgc9/ 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
City of Cincinnati Department Information

Data Description: This data set includes department names, current directors, department code, and the web URL to the departments main website and contact information. Department codes are derived from CFS and can be used to join this information with other department level data. Data Creation: This data set is maintained and collected by OPDA Data Created By: OPDA 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
City of Cincinnati COVID-19 Response Report

COVID-19 Daily Response Reports. Reports include updates on changes to city services and department staffing, special event scheduling changes, as well as local, state, and federal policy changes. Response reports are produced and circulated every Friday. This data set will update with the previous weeks report on Mondays during the COVID-19 response period. **The data for the sections personnel and non-personnel spending from the time period 5/11 - 11/13 are incorrect due to a error in calculation. This issue was resolved in all reports posted after 11/20. Please contact cincystat@cincinnati-oh.gov with any questions regarding the financial data.**
City of Cincinnati Budget

Data Description: This data set includes the approved budget for every department each fiscal year from 2004 to present. This data is structured to report how much money is budgeted for each object code and object category by department and fiscal year. Data Creation: When the City Annual Budget is approved at the end of the fiscal year the budgets of each department are entered into the Cincinnati Financial System for reporting purposes. Data Created By: The Cincinnati Financial System (CFS) 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
Citizen Complaint Authority (CCA) Closed Complaints

Data Description: This data set is all closed Citizen Complaint Authority (CCA) complaints that have been received in the past five years. This data set contains complaints that are processed, investigated and closed by CCA. It includes data such as the type of event reported, date and time of incident, officer and citizen demographics, and allegation investigated. Data Creation: This data is created when a citizen files a complaint against a Cincinnati Police officer. Data Created By: The source of this data is the Citizen Complaint Authority (CCA). 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: The attribute unique case identifier is the ID for one incident. One incident can contain multiple allegations and involve multiple officers and citizens. 2. Geo location information is not provided for incidents that are not CAGIS verified addresses or if the incident occurs at the residence of a complainant. This is done to protect the individual's privacy 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.
City of Cincinnati Vendor Payments

Data Description: This data set contains all records of payments made to vendors by the City of Cincinnati from fiscal year 2014 to present. It includes information such as the department who paid for the service, the reason for payment, and vendor name. Data Creation: This data is pulled directly from the City's financial software; which centralizes all department financial transactions city wide. Data Created By: The Cincinnati Financial System (CFS) Refresh Frequency: Weekly Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this data set. 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
CincyInsights Website Analytics

Data Description: This data set provides all usage information for all web pages on the City of Cincinnati's interactive dashboard portal, CincyInsights. Data Creation: This data set is maintained by the City of Cincinnati's Open Data host, Socrata. Data Created By: Socrata Refresh Frequency: Daily Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this data set. 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
Cincinnati Recreation Commission Facility Listing

Data Description: This dataset contains a list of recreational facilities within the City of Cincinnati. The dataset includes facility type, name, zipcode, phone number, and address (location). To find more information on a specific facility visit: https://www.cincinnati-oh.gov/recreation/facilities1/ Data Creation: Data is provided by the Cincinnati Recreation Commission (CRC) Data Created By: CRC Refresh Frequency: As Needed 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
Cincinnati Open Data Website Analytics

Data Description: This data set provides all public datasets, links, documents and community created filters hosted on the City of Cincinnati's Open Data Portal. Data Creation: This data set is maintained by the City of Cincinnati's Open Data host, Socrata. Data Created By: Socrata Refresh Frequency: Daily Data Dictionary: A data dictionary providing definitions of columns and attributes is available as an attachment to this data set. 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
Cincinnati Health Department Health Care Centers

Data Description: This dataset includes information on the location, hours, care type, services, provided, and insurance accepted for Cincinnati Health Department Health Centers. Data Creation: Data is provided by the Health Department Data Created By: Health 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/tgfw-4wez/ 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
Cincinnati Food Safety Program

Data Description: This dataset contains all food facility inspections conducted by the Cincinnati Health Department from 2012 to present. This dataset contains license information, inspections and violations of the Ohio Uniform Food Safety Code. For more information, visit: https://www.cincinnati-oh.gov/health/cincinnati-health-department-divisions1/food-safety-program/ Data Creation: Data is created when the Cincinnati Health Department records a license, inspection, or food safety violation 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/jp6g-pp8g/ 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