AndreaBozzo/ceres-open-data-index huggingface dataset:
COVID-19 By-law Enforcement

This data set shows the daily COVID-19 enforcement activities undertaken by the City’s Community Service Ambassadors and By-Law Enforcement Officers in City-owned parks and open spaces. This data comes from daily reports compiled by the Community Services Department. Positive interactions means positive reinforcement of citizen behavior that is consistent with the Public health order for physical distancing. From June 3 2021 to June 25 2021, the number of parks patrolled attribute includes spray pads. For more information on the City’s response to COVID-19, see: https://winnipeg.ca/COVID-19.
Community Safety Engagements

A count of Community Safety Team engagements by engagement type by month. Note that one engagement can be of several types, they are not mutually exclusive or exhaustive. See the type 'Total Engagements" for a de-duplicated count of all engagements. This data set is updated Quarterly. For more information on the Community Safety Team see https://www.winnipeg.ca/services-programs/emergency-public-safety/community-safety-team.
City of Winnipeg LRS

This dataset is the base geometry used by The City of Winnipeg's Linear Reference System (LRS). It is to be used in conjunction with LRS events also published on the Open Data portal. Currently published LRS events are: Block Segments: https://data.winnipeg.ca/d/sr8r-ehr3 Speed Limits: https://data.winnipeg.ca/d/j5wn-5wz7 Things to be aware of when using the Winnipeg LRS: - Although attempts have been made to ensure the geometry and attribute data is correct, errors still exist in the network. Please use at your own risk. - The LRS segments have been digitized in the direction of the municipal addressing For more information on linear referencing as a concept, see https://en.wikipedia.org/wiki/Linear_referencing
City of Winnipeg energy use and greenhouse gas emissions

This data set contains the results of energy use and greenhouse gas (GHG) emissions inventories for 2015 to present. This data supports the City's efforts to meet climate mitigation and adaptation goals found in the Winnipeg Climate Action Plan (https://www.winnipeg.ca/services-programs/trees-environment/climate-action/winnipegs-climate-action-plan) and the Community Energy Investment Roadmap (https://www.winnipeg.ca/services-programs/trees-environment/climate-action/community-energy-investment-roadmap). Changes to process and inclusion of new data has made inter-year comparisons imperfect but useful. As more data is added the City reevaluates previous inventories, and updates them according to the previous scope. Because of this, previous years' inventoried amounts may change from year to year. Since the previous release of climate data in 2022, the scope of waste being included has expanded to all waste being landfilled at the Brady Road Resource Management Facility. This has more than doubled the GHGs included in the inventories.
City of Winnipeg Electricity and Natural Gas Utility Data

This dataset contains utility billing data for the City of Winnipeg’s s facilities, sourced from Manitoba Hydro. It includes information on electricity and natural gas consumption, demand and costs, across municipal buildings and operations. Please note that the dataset reflects raw billing data and may not account for factors such as estimated readings, billing adjustments, or shared meters. Users are encouraged to cross-reference with additional datasets or reports for comprehensive analysis and/or are cautioned that the information contained herein may not be appropriate for their purposes.
CentrePlan Housing the Unhoused

Refers to individuals who are currently experiencing homelessness AND who meet at least 1 of the following criteria: · they have a total of at least 6 months (180 days) of homelessness over the past year · they have recurrent experiences of homelessness over the past 3 years, with a cumulative duration of at least 18 months (546 days) Refers to people housed through Reaching Home Housing First and non-Housing First funded projects only. While concentrated downtown, the data also includes homelessness outside the downtown boundary. Source: End Homelessness Winnipeg Goal: Year over year, fewer unhoused people Downtown
CentrePlan Exchange District BIZ Assessed Retail Value

Annual Rental Value (ARV) refers to the valuation by the City of leasable commercial spaces (the amount for which a space will typically rent based on prevailing rents for similar space in the rental market). ARV is used to determine business tax bill and is the basis for apportioning the Business Improvement Zone levies. It is also a general reflection on the health and size of our office and retail sector. The values presented illustrate lingering post-pandemic impacts starting in 2021. Source: City of Winnipeg Taxation and Assessment Goal: Focus economic development initiatives on business attraction, investment, retention, street level business opportunities.
CentrePlan Downtown Affordable Housing

Affordable housing development has surged as a result of the federal Housing Accelerator Fund. Units are counted at the building permit stage. Affordable housing is defined in the Winnipeg Zoning Bylaw as a dwelling unit that is or will be rented at a rate that is: (a) equal to or less than the Province’s Affordable Housing Rental Program rental rate, posted annually on the Manitoba Housing website; or (b) less than 80% of the median market rental rate; Source: City of Winnipeg Housing Accelerator Fund Office Goal: Year over year, increase the number of affordable housing units Downtown
Cemetery Fees & Charges

This dataset is used to create the Cemetery Fees & Charges webpage (found at: https://www.winnipeg.ca/CemeteryFeesCharges). The webpage is an easy-to-read version of the City of Winnipeg Cemeteries Branch Fees & Charges schedule. If there is a discrepancy between any of the fees & charges contained on this web page, and those found in the City of Winnipeg Cemeteries Branch Fees & Charges schedule, the Fees & Charges schedule will prevail. Users can access the schedule here: https://www.winnipeg.ca/media/2201
CentrePlan Downtown BIZ Assessed Retail Value

Annual Rental Value (ARV) refers to the valuation by the City of leasable commercial spaces (the amount for which a space will typically rent based on prevailing rents for similar space in the rental market). ARV is used to determine business tax bill and is the basis for apportioning the Business Improvement Zone levies. It is also a general reflection on the health and size of our office and retail sector. The values presented illustrate variability but growth over the long term. Source: City of Winnipeg Taxation and Assessment Goal: Focus economic development initiatives on business attraction, investment, retention, street level business opportunities.
Business Licenses

The City of Winnipeg licenses 12 business activities through the Community Safety Business Licencing By-law (https://winnipeg.ca/CLKDMIS/DocExt/ViewDoc.asp?DocumentTypeId=1&DocId=4222&DocType=C). Each activity requires one or more permits or approvals from other City of Winnipeg departments. Licensing provides protection and support within the community by regulating and controlling various activities where there is a risk or danger to the public’s health or safety. Licensing also assists in crime prevention.
Building permit review - applications approved/not approved

Building permit review shows the number of applications approved/not approved. Metrics are updated monthly to reflect data from the previous month. Definitions: - Approved is defined as an application that is compliant with applicable codes, standards and bylaws upon first review. Not approved includes applications that require further information from the applicant, are withdrawn by the applicant, cancelled, etc. - Part 9 applies to all buildings three storeys or less in building height with a building area not exceeding 600 m2, and with major occupancies classified as Group C, D, E, F-2 or F-3. Part 3 applies to all other buildings.
Building occupancy permit application processing times - review

Building occupancy permit application processing times (https://www.winnipeg.ca/building-development/building-renovating/permit-processing-times/occupancy-permits) for reviews show the average number of business days to notify of a decision on an application. Metrics are updated monthly to reflect data from the previous month. Definitions: A building occupancy permit is used to help regulate building code requirements and other applicable codes and standards. It identifies how a space can be used and is required before occupancy.
Building occupancy permit application processing times - intake

Building occupancy permit application processing times (https://www.winnipeg.ca/building-development/building-renovating/permit-processing-times/occupancy-permits) for intake show the average number of business days to notify of a complete application. Metrics are updated weekly to reflect data from the previous week. Definitions: A building occupancy permit is used to help regulate building code requirements and other applicable codes and standards. It identifies how a space can be used and is required before occupancy.
Annual Resident Satisfaction Survey

Six hundred Winnipeg residents were randomly surveyed by telephone by an external research company. Adjusted quota sampling methodology is used to improve representation by gender and age, and an additional quota of 27% inner city residents is applied to ensure geographic representation of this group. The survey results are provided with a margin of error of +/-4.1% to a 95% confidence level (19 times out of 20). Data is based on results from citizens who answered each survey question. Open-ended responses are reviewed to ensure no personal information is included.
Aggregate Building Permit Data

Aggregate construction values for building permits, divided by year, neighbourhood and permit type (commercial vs non-commercial). Any row with a single permit count has it's construction value removed, to maintain privacy for permit holders. These rows are then summed into a row with a neighbourhood of 'WINNIPEG OMITTED CONSTRUCTION VALUE'. The location is a centre point of the indicated neighbourhood. To see details of building permits (without construction value) please visit https://data.winnipeg.ca/Development-Approvals-Building-Permits-Inspections/Detailed-Building-Permit-Data/it4w-cpf4/data The detailed and aggregate building permit data has been revised because of a minor over-statement of approved dwelling units, and the counting methodology has been updated for more precision in reporting multi-family dwellings. Data before November 14, 2022 has not been updated.
Adjudication Results

Adjudication Results for By-Law violations. Each row indicates whether the challenge was successful or unsuccessful. To request a copy of an adjudication decision, please complete the request form: (English) http://winnipeg.ca/bylawscreening/pdfs/AdjudicationRecordRequest.pdf | (French) http://winnipeg.ca/francais/bylawscreening/pdfs/AdjudicationRecordRequest_FR.pdf
Active Vacant Building By-law Compliance Orders

The City of Winnipeg regulates the conditions of vacant buildings through the enforcement of the Vacant Building By-law. This by-law outlines the obligations on how vacant buildings should be maintained and secured by the owners of these buildings and Community By-law Enforcement Officer’s will issue compliance orders that communicate these obligations to the owners. Compliance Orders remain open and active until such time that all violations listed on a compliance order have been addressed. NOTE: This report represents vacant buildings that have active orders only and is not a list of all vacant buildings inspected by the City of Winnipeg but is compliant with this by-law.
311 Service Request (deprecated)

This dataset has been deprecated and superceded by the new dataset 311 Requests: https://data.winnipeg.ca/Contact-Centre-311/311-Requests/u7f6-5326. This dataset is limited to a subset of certain request types, and new dataset is a complete list of every service and information request submitted to 311 from 2008 to present. The original description for the dataset is below: Service Requests received by 311. The following Service Requests have their location randomized: Dog Complaints, Graffiti, Mosquito Complaints, Neighborhood Liveability Complaints, Sewer Backups, and Vacant or Derelict Building Complaints. The randomization function changes the location to less than 500m in the X and Y directions, and always within the same neighbourhood. The randomization occurs as a mechanism to ensure privacy for sensitive service requests.
Building permit intake - applications approved/not approved

Building permit intake shows the number of applications approved/not approved. Metrics are updated monthly to reflect data from the previous month. Definitions: - Approved is defined as a complete application on the applicant's first attempt. Not approved includes applications that are incomplete, refused, withdrawn by the applicant, cancelled, etc. - Part 9 applies to all buildings three storeys or less in building height with a building area not exceeding 600 m2, and with major occupancies classified as Group C, D, E, F-2 or F-3. Part 3 applies to all other buildings.
Traffic Signal Inventory - Heads (Displays) Detail

Detailed information about traffic signal pedestrian and vehicular heads and the display indications, such as “Walk/Don’t Walk”, “Pedestrian Countdowns”, “Red Ball, Amber Ball, Green Ball, Turn Indications”, etc. Includes direction accommodated by the vehicular or pedestrian display. Signal Location Number is based on general point location data from the Traffic Signals Inventory – Locations. Point data in dataset maps to the specific pole location that supports these components. This data may change periodically. Parent Component ID maps to Traffic Signal Inventory – Poles and Arms Detail dataset.
City of Winnipeg Zoning By-law Parcels and Zoning Information

This dataset provides parcel-based zoning information under the City of Winnipeg Zoning By-law No. 200/2006 and Downtown Zoning By-law No. 2004/100. It includes zoning designations for all properties within the city. The data is supplied by the Planning, Property and Development Department and is intended for general reference and informational use. Zoning boundaries and attributes should not be relied upon as a legal survey. For formal zoning interpretations, users should consult the Zoning By-law and confirm details with City staff.
Transit On-Time Performance Data Archive

Every Winnipeg Transit bus is equipped with an on-board computer and GPS that logs whether or not it is on time as it leaves a bus stop. This raw data is available for download, showing the scheduled departure time from each bus stop, as well as the deviation (+/- in seconds; negative indicates late, and positive indicates early) from this scheduled departure time. Data is collected from buses on a daily basis. However, due to transmission problems and data issues, a small percentage of bus data may be missing from Winnipeg Transit’s data set. As well, due to GPS and other errors, a small percentage of bus data may contain erroneous data. This data set contains the data as it is reported by the on-board computer. More transit data can be found on Winnipeg Transit's Open Data Web Service, located here: https://api.winnipegtransit.com/home/api/v3
Transit Pass-ups

A pass-up occurs when a bus is too full to allow any additional passengers to board a bus. Passengers are “passed-up” and must wait at the bus stop for the next scheduled bus. This data is recorded by the bus’s on-board computer whenever a bus operator pushes a button to log when either a bus is full and passengers have been passed-up at a bus stop, or when a wheelchair user cannot be accommodated, either due to the bus being too full, or due to both wheelchair positions on the bus being occupied. The data is updated daily. The recorded location of the pass-up corresponds to where the bus was located when the bus operator pressed the button to log the pass-up, and it may not always match precisely to the bus stop where the actual pass-up occurred. More transit data can be found on Winnipeg Transit's Open Data Web Service, located here: https://api.winnipegtransit.com/home/api/v3
Building permit application processing times - review

Building permit application processing times (https://www.winnipeg.ca/building-development/building-renovating/permit-processing-times/buildingpermits) for reviews show the average number of business days to notify of a decision on an application. Metrics are updated monthly to reflect data from the previous month. Definitions: - Part 9 applies to all buildings three storeys or less in building height with a building area not exceeding 600 m2, and with major occupancies classified as Group C, D, E, F-2 or F-3. Part 3 applies to all other buildings.
Combined Sewer Overflow Annual Results

This data was created for Federal and Provincial Government reporting by the City of Winnipeg’s Water and Waste Department to track the combined sewer overflow (CSO) volume and days effluent is deposited. All volumes are noted in m³. Volumes are estimated based on modeled data and further validated by instrumented data for the monitored overflow points. An amount of 1 indicates an unknown volume of effluent deposited from a monitored overflow point. Refer to the attachments for further information on each overflow point's location, instrumentation, and maintenance
Building permit application processing times - intake

Building permit application processing times (https://www.winnipeg.ca/building-development/building-renovating/permit-processing-times/buildingpermits) for intake show the average number of business days to notify of a complete application. Metrics are updated weekly to reflect data from the previous week. Defintions: Part 9 applies to all buildings three storeys or less in building height with a building area not exceeding 600 m2, and with major occupancies classified as Group C, D, E, F-2 or F-3. Part 3 applies to all other buildings.
Air Quality (deprecated)

Due to issues with the data source this dataset is no longer being maintained. Updates may resume in the future if a new data source is procured. The original description can be found below: Air quality data collected every 5 minutes via a network of sensors deployed throughout the city. The devices record particulate matter (PM2.5), temperature and humidity. Although you can develop an application using this data, we recommend you use the real time API located at: https://winnipeg-aq-sta.sensorup.com/v1.0 (Developer documentation here http://developers.sensorup.com/docs/) as this data is collected for historical purposes.
WFPS Call Logs

The data set will list every call the WFPS has responded to between 2015 to present, which units responded, whether it was a medical emergency or fire/rescue call, when the incident resolved, whether it involved a vehicular collision, and which neighbourhood and electoral ward it took place in. The data is based on the calls received, which may not necessitate a unit being sent as additional information is provided. The units can be broken down as follows: Medical - DC: District Chief EPIC: Emergency Paramedics in the Community Unit MIRV: Major Incident Response Unit PACE: Non Motorized Unit PTRS: Special Assignment Unit ##: Ambulance Unit Fire Rescue - ATV: Special Rescue BN: Special Rescue CV: Special Rescue D: District Chief DCT: Special Rescue E: Engine/Pumper FI: Fire Investigator GA: Gator GEN: Special Rescue HM: Hazmat L: Ladder P: Platoon Chief R: Rescue RU: Special Rescue S: Platoon Safety Officer SN: Special Rescue SQ: Squad T: Special Rescue TC: Special Rescue W: Water Rescue WERU: Special Rescue WL: Special Rescue
CentrePlan Downtown Street Level Vacancy

Measured as the percentage of ground floor street-oriented office and commercial spaces (including event and institutional) that are empty at a point in time each year. New mixed use infill may result in a higher percentage of vacant spaces at first until they are fully leased and occupied. Source: Downtown Winnipeg BIZ and Exchange District BIZ Goal: Focus economic development initiatives on business attraction, investment, retention, street level business opportunities.
Winnipeg Fire Paramedic Service - Fire Responses

Fire incidents responded to by the Winnipeg Fire Paramedic Service. Incident based fire statistics by property type, property subtype and fire cause. Please note what is included in each subtype: Miscellaneous Bridges, transit shelters, hydro poles, barbeques, etc. Non-residential Building Commercial properties, schools, healthcare facilities, public venues Outdoor (Brush/Grass) Vegetation, brush and grassy areas Outdoor (Trash Container) Trash bins / cans Outdoor Property (Misc.) Area where trash or debris is collecting, fences, poles, forested areas Residential (1&2 Family) One- and two-family houses Residential (Apartment) Apartment buildings Residential (Misc.) Converted residential dwellings (rooming houses), hotels/motels, trailers Storage (Vehicle) Garages Storage Property (Misc.) Warehouses, lumberyards Vehicle (Car/Truck/MV) Passenger vehicles Vehicle (Other) Watercraft, railway equipment, heavy construction equipment Miscellaneous (other) NULL (Prop Class = NULL)
Seasonal Patios

The City of Winnipeg offers a free, simplified process to allow for restaurants and licensed manufacturers with tasting rooms (breweries, micro distilleries, etc.) to create seasonal patio spaces. Patios must comply with the safety requirements outlined in the applicable patio registration form, and will be allowed to operate during the operational dates indicated if registered with the City. The following list of registrants are approved to operate a seasonal patio. Please refer to the seasonal & permanent patios webpage (https://www.winnipeg.ca/building-development/building-renovating/building-trade-permits/patios) for more information.
Water and Waste LiDAR

This dataset is an index for City of Winnipeg LiDAR files created by the Water and Waste department. Each file contains a point cloud detailing the location, elevation and surface type at each location point. Rows with a file type of "Tile" link to a file containing a 1km x 1km section of the City, while rows with a file type of "Full" link to a zipped collection of every tile available for the year.