AndreaBozzo/ceres-open-data-index huggingface dataset:
Private Lot Abatement Program

Data Description: The Private Lot Abatement Program (PLAP) is a program of cleaning and abatement of private lots through code enforcement. Properties that have received multiple citations for the same violation without response are included in PLAP for abatement and ongoing maintenance by the Neighborhood Operations Division (NOD) of the Department of Public Services (DPS) Data Creation: Abatements and cleanings of PLAP properties are recorded by NOD 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/Private-Lot-Abatement-Program-PLAP-/55ef-pfz7/ 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
Reported Threats and Assaults on Police Officers

Data Description: This data represents reported threats or assaults on officers. Assaults on officers may be defined as the assault of duly sworn city, university and college, county, state, tribal, and federal law enforcement officers. Incidents that are identified as an assault on an officer can include but are not limited to crimes such as aggravated assault, robbery, theft, vandalism, targeted assault (knowingly harming and officer), and recklessly harming an officer. Data Creation: This data is recorded using the City's Record Management System (RMS) that stores agency-wide data about law enforcement operations. 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/mrju-z9ui 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. 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.
Small Cell Permits: Right of Way

Data Description: "Small Cells" are low-powered cellular radio access nodes deployed to provide in-building and outdoor wireless service (for internet, cell service, etc.). They are used by mobile operators to extend service coverage and/or increase network capacity, and are subject to regulation by the Federal Communications Commission (FCC). Small cells are typically radio equipment and antennae, and are placed on structures in high-density areas. While small cells can be installed in both private and public spaces, this data set only includes permits for small cell installation in the public right-of-way. These permits are regulated by the City's department of Transportation & Engineering (DOTE). In this case, "right-of-way" means that a "wireless support structure" in the right of way. This could include city-owned poles/structures; third party-owned poles/structures; or any other structure that can be modified to support small cell installation, such as a bus shelter or certain types of street sights. In this case, right-of-way refers to the location of the antenna and supporting equipment. The purpose of small cell permits in the right of way is for the provision of wireless service to the public. The City of Cincinnati has structured the small cell permitting process to supporting early and efficient roll-out of emerging wireless technologies, while simultaneously preserving local design guidelines and respecting the character of Cincinnati neighborhoods. Data Creation: This data set is collected and maintained by the Department of Transportation & Engineering (DOTE) Data Created By: Department of Transportation & Engineering (DOTE) 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