Date Range: August 2019 - November 2022
66,717 rows dropped due to incomplete data from RFID reader (2% of total rows in data set)

This data comes from RFID readers on recycling trucks that scan recycling carts which contain a unique RFID tag on each cart. Every time an RFID tag is read by the recycling truck a row is recorded in the data set. The account number in the data set is the account number that the cart belongs to. Each account number may have a varying number of carts.

The account number used by the recycling company is also an ID used in our databases for referring to addresses. In our address database each record has an account number (aka address_guid) and an addressid. The important thing to note is that some addressid's may have multiple account numbers (aka addr_guid's). For example, some condo complexes have an account number (aka addr_guid) for every unit in the complex. This does not mean that every building with multiple units will have multiple account numbers for each addressid.

The columns that contain information on the type of residence the address is have data that was pulled in November 2022. This may have implications when looking at historical data structure types. For example, an account number was a one family dwelling in 2019 but remodeled and reclassified as a 4-family dwelling in 2022. The records where this is the case however should be small.

The dataset contains tips from all recycling accounts, so commercial and municipal account tips will also appear in the dataset. This will need to be accounted for when analyzing and filters may need to be applied to look at specific groups such as residential single family dwellings.

Column Info:
ADDR_TYPE:
ADR = Address
BLD = Building
PAR = Parcel
CON = CONDO

Category:
Specifies if the address is classified as "Residential" or "Commercial" use for example.

Description:
A more granular description of the address for example Category could be "Residential" and Description could be "Single Family Dwelling"

Fiscal Year 2023 Performance Agreements for City of Cincinnati departments and offices.

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/

Data Description: The National Fire Incident Reporting System (NFIRS) is a reporting standard that fire departments nationwide use to uniformly report on the full range of fire department activities. This dataset encompasses all fire incidents reported to NFIRS that were responded to by the Cincinnati Fire Department in the year 2021.

Data Creation: NFIRS was created in 1976 to address the United State’s fire problem and is jointly managed by the U.S Fire Administration (USFA) and the National Fire Information Council (NFIC). Over the life of the system, all 50 states, more than 40 major metropolitan areas, and more than 15,000 fire departments have participated in NFIRS. Fore more information please visit: https://www.usfa.fema.gov/data/nfirs/about/index.html

Data Created By: The source of this data is the Cincinnati Fire Department.

Refresh Frequency: This dataset is static and posted annually.

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.

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.

Fiscal Year 2022 Performance Agreements for City of Cincinnati departments and offices.

The Cincinnati Elections Commission (CEC) is a five-member board of citizens appointed by the Mayor to administer and enforce Article XIII of the City of Cincinnati Charter, which regulates campaign contribution limits for municipal elections. Campaigns submit reports to the Commission detailing contributions and expenditures and the Commission investigates any potential excess contributions evident from the reports or alleged by a third party. The Commission may also issue advisory opinions on interpretations of Article XIII or its own Rules.

This data set contains all business opportunities posted from 09/15/2015 - 12/31/2020.

Business Opportunities has moved to https://www.cincinnati-oh.gov/noncms/cmgr/business-opportunities/. Please update any browser bookmarks and contact our office at (513) 352-3209 if you have questions.

Offerors may register as a City vendor online at https://vss.cincinnati-oh.gov/vssprod/Advantage4.

The City publishes information on the City of Cincinnati Internet web site at www.cincinnati-oh.gov, which includes the Cincinnati Municipal Code (CMC) and the information concerning the rules and regulations governing the City’s Small Business Enterprise (SBE) Program and Minority/Women Business Enterprise (M/WBE) Program.