AndreaBozzo/ceres-open-data-index huggingface dataset:
Historic Emergency Communications Center (ECC) Calls 2013-2017

Data Description: Emergency Communications Center Calls are records captured for each call. The call data does not contain the nature of the emergency or dispatched resources. For dispatch data reference Police Calls for Service (CAD) or Cincinnati Fire Incidents (CAD). Data Creation: This dataset includes both emergency (911) and administrative calls to the center. To obtain just emergency (911) calls filter for Call Type = 911. Data Created By: The source of this data is the City of Cincinnati's Call System that was provided by Cincinnati Bell. Refresh Frequency: This dataset contains calls from January 1, 2013 through December 14, 2017. On December 14, 2017 the Emergency Call Center transferred to a new phone system and the remainder of 2017 was captured in that system. Additionally, for a portion of 2014, around May, operations were temporarily transferred to the back-up location and call records were not captured. 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.
Greenspace Maintenance Plan (2018-present)

Data Description: This dataset is an inventory of all sites in the Department of Public Services (DPS) greenspace maintenance program. DPS is responsible for cleaning City greenspaces, including steps, guardrails, right-of-way and lots. This plan was created and implemented in spring 2018. Data Creation: Created as part of the greenspace maintenance program plan in 2018. Data Created By: Department of Public Services Refresh Frequency: N/A 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.).
Street Center lines with 2016 Street Rehab Contracts

City of Cincinnati street center line data, broken out by street segment. Pavement Condition Index (PCI) rating for each street segment is also included. Pavement Condition is assessed annually by the Department of Transportation & Engineering (DOTE). This dataset also includes information for 2016 Street Rehab contracts, including final pave date, and contract location (by street). This data is maintained by the Department of Transportation & Engineering, and is refreshed daily
Fleet Procurement

Data Description: This data set contains procurement data related to the city’s fleet of vehicles Data Creation: Data is generated for procurement requests and purchases Data Created By: Fleet Services Division of the Department of Public Services 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
Fleet Preventative Maintenance & Repair Work Orders

Data Description: This dataset contains all information on work orders completed for assets from January 2008 to present. This includes but it not limited to type of work completed, date stamps of all repair and maintenance milestones, all costs associated with the work order, amount of labor completed and where the work orders were completed. Data Creation: Data is recorded for all maintenance and repairs of the City’s vehicle fleet Data Created By: Fleet Services Division of the Public Services Department 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
Fleet Monthly Costs

Data Description: This dataset shows the monthly usage and cost of fuel, parts, labor, and other services on assets in the City’s fleet of vehicles. Data Creation: This dataset is updated for each vehicle each month Data Created By: Fleet Services Division of the Department of Public Services 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
Fleet Inventory

Data Description: This dataset contains all basic information on the City of Cincinnati’s fleet. This includes but is not limited to asset types, original costs, maintenance classes, current meter and fueling information, maintenance schedules, owning departments, asset status codes, and estimate replacement information. Data Creation: This dataset is maintained by the Fleet Services Division of the Department of Public Services (DPS). You can find more information on the Fleet Services Division here: https://www.cincinnati-oh.gov/public-services/about-public-services/fleet-services/ Data Created By: DPS 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
Streetcar Blockages and Delays

Data Description: This data set is a log of any instance that causes a delay within the streetcar system where a streetcar is physically blocked from moving. A blockage is defined as any delay that exceeds 2 minutes and is not caused due to heavy traffic. While blockages can occur at any point along the track, the data is tracked by location at the intersection or mid-block. Data Creation: TransDev Data Created By: TransDev 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/Streetcar-Blockages-and-Delays/iq5g-qgvu/ 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
Fleet Fuel Usage & Cost

Data Description: This dataset contains all information on the cost and quantity of fuel used at these locations from November 2011 to present. This includes but is not limited to information on types of fuel used, where the fuel was used, the cost of fuel pre and post-tax, and meter information on the vehicle when fuel was taken. Data Creation: Data is recorded for the fueling of each vehicle Data Created By: Fleet Services Division of the Department of Public Services 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
Streetcar Ridership

Data Description: This data set contains the daily count of Streetcar ridership throughout the City of Cincinnati. Data Creation: Streetcar Ridership data is created via an Automated Passenger Counter (APC) system installed in the doorways of each streetcar vehicle. APC devices uses infrared lights to approximate the number of entering and exiting riders. Data Created By: Southwest Ohio Regional Transit Authority (SORTA) 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/n7hm-3f4b 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
Fire Hydrants (Greater Cincinnati Water Works)

Data Description: This data set contains all fire hydrants owned, maintained, and operated by Greater Cincinnati Water Works (GCWW). This data set includes neighborhood; nearest address and intersection; service area; and static pressure. This data is geocoded for easy mapping and spatial analysis. Data Creation: This data is stored and maintained by Cincinnati Area Geographic Information Systems (CAGIS): Greater Cincinnati Water Works (GCWW) is responsible for this data entry/input, as well as operational maintenance of fire hydrants. Data Created By: The source of this data is Greater Cincinnati Water Works. 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
Emergency Communications Center (ECC) Calls

Data Description: Emergency Communications Center Calls are records captured for each call. The call data does not contain the nature of the emergency or dispatched resources. For dispatch data reference Police Calls for Service (CAD) or Cincinnati Fire Incidents (CAD). Data Creation: This dataset includes both emergency (911) and administrative calls to the center. To obtain just emergency (911) calls filter for Call Type ID = 911 CALLS. Data Created By: The source of this data is the City of Cincinnati's Call System provided by West Communications. Refresh Frequency: This dataset updates weekly on Fridays. 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/snnn-n6ic 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.
Economic Inclusion Certified Vendors - MBE/WBE Program

Data Description: This data set is a list of all vendors who are certified as Minority Business Enterprises; Women-owned Businesses; and Small Business Enterprises. MBE and WBE are terms of art under CMC 324, and refer specifically to the City's new Economic Inclusion program. To increase economic participation in City contracts for minority- and women-owned businesses, the City enacted C.M.C 324, which authorized creation of the City’s new Economic Inclusion Program, run by the Department of Economic Inclusion (DEI). DEI works with Procurement and City departments to establish subcontracting goals for minority & women-owned businesses to help bolster the City's other inclusion efforts. Data Creation: DEI certifies vendors through its Business Certification Programs: the process of being certified under C.M.C. 324 and 342 is explained on the Department's website. The active vendors are sent to the Office of Performance and Data Analytics Data Created By: Department of Economic Inclusion (DEI) Refresh Frequency: Weekly 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/Certified-Vendors-MBE-WBE-Program-/69yt-tb5j/ 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
DCED Properties and RFPs

Data Description: This dataset contains information on the Department of Community and Economic Development's (DCED) Requests for Proposals (RFPs) for city-owned property and City owned parcels that are available for purchase. This dataset is maintained by DCED. For more information on the RFPs, visit https://choosecincy.com/opportunities/rfp/ Data Creation: Updated based on DCED’s record of city owned properties 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/eqxp-z2ew 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
Permitted Industrial Users

Data Description: A list of all the City of Cincinnati permitted industrial users that are regulated under the MSD Pre-treatment Program. Data Creation: This data set is collected and maintained by MSD Data Created By: MSD 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
Customer Service Requests (CSR) Survey Feedback Responses

Data Description: This data set contains a record of all Citizen Service Requests (CSRs) feedback survey responses. When CSRs are closed out by the City, customers who provide an email address are automatically sent a notification that their work has been completed, as well as a link to a customer service satisfaction survey. Customers are able to provide feedback on work completion, satisfaction level, and any additional information. No identifying personal customer/citizen information (name, contact information, or additional comments) is included in this data. Data Creation: Data generated when CSR feedback surveys are submitted Data Created By: DPS Refresh Frequency: 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/Customer-Service-CSR-Satisfaction/ks8a-xggj/ 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