100+ datasets found
  1. d

    ACS 5 Year Data by Ward

    • catalog.data.gov
    • data.cityofchicago.org
    • +1more
    Updated Jun 7, 2025
    + more versions
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    data.cityofchicago.org (2025). ACS 5 Year Data by Ward [Dataset]. https://catalog.data.gov/dataset/acs-5-year-data-by-ward
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    Dataset updated
    Jun 7, 2025
    Dataset provided by
    data.cityofchicago.org
    Description

    Selected variables from the most recent 5 year ACS Community Survey (Released 2023) aggregated by Ward. Additional years will be added as they become available. The underlying algorithm to create the dataset calculates the percent of a census tract that falls within the boundaries of a given ward. Given that census tracts and ward boundaries are not aligned, these figures should be considered an estimate. Total Population in this Dataset: 2,649,803 Total Population of Chicago reported by ACS 2023: 2,664,452 % Difference: %-0.55 There are different approaches in common use for displaying Hispanic or Latino population counts. In this dataset, following the approach taken by the Census Bureau, a person who identifies as Hispanic or Latino will also be counted in the race category with which they identify. However, again following the Census Bureau data, there is also a column for White Not Hispanic or Latino. The City of Chicago is actively soliciting community input on how best to represent race, ethnicity, and related concepts in its data and policy. Every dataset, including this one, has a "Contact dataset owner" link in the Actions menu. You can use it to offer any input you wish to share or to indicate if you would be interested in participating in live discussions the City may host. Code can be found here: https://github.com/Chicago/5-Year-ACS-Survey-Data Ward Shapefile: https://data.cityofchicago.org/Facilities-Geographic-Boundaries/Boundaries-Wards-2023-Map/cdf7-bgn3 Census Area Python Package Documentation: https://census-area.readthedocs.io/en/latest/index.html

  2. d

    Wards

    • catalog.data.gov
    • data.cityofchicago.org
    Updated Oct 25, 2024
    + more versions
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    data.cityofchicago.org (2024). Wards [Dataset]. https://catalog.data.gov/dataset/wards-52047
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    Dataset updated
    Oct 25, 2024
    Dataset provided by
    data.cityofchicago.org
    Description

    Ward boundaries in Chicago from May 2003 to May 2015, corresponding to the dates when a new City Council is sworn in, based on the immediately preceding elections. Neither this description nor the dataset should be relied upon in situations where legal precision is required. The data can be viewed on the Chicago Data Portal with a web browser. However, to view or use the files outside of a web browser, you will need to use compression software and special GIS software, such as ESRI ArcGIS (shapefile) or Google Earth (KML or KMZ), is required.

  3. d

    Ward Offices

    • catalog.data.gov
    • data.cityofchicago.org
    Updated Jul 26, 2025
    + more versions
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    data.cityofchicago.org (2025). Ward Offices [Dataset]. https://catalog.data.gov/dataset/ward-offices
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    Dataset updated
    Jul 26, 2025
    Dataset provided by
    data.cityofchicago.org
    Description

    List of alderman, office address, phone number, and website for all 50 Chicago wards. To attempt to make historical versions of this dataset more available, "Dataset Changelog" is enabled at the bottom of the main page. We cannot guarantee that the archival records will remain permanently so advise downloading any you think you may want. Some intermediate versions, especially minor changes, may not be visible. The map based on this dataset will not have past versions.

  4. C

    TRC_Newly Licensed Businesses_ Ward 4

    • data.cityofchicago.org
    Updated Aug 2, 2025
    + more versions
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    City of Chicago (2025). TRC_Newly Licensed Businesses_ Ward 4 [Dataset]. https://data.cityofchicago.org/Community-Economic-Development/TRC_Newly-Licensed-Businesses_-Ward-4/m5cs-jjcy
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    csv, application/rssxml, tsv, xml, application/rdfxml, application/geo+json, kmz, kmlAvailable download formats
    Dataset updated
    Aug 2, 2025
    Authors
    City of Chicago
    Description

    This dataset contains all current and active business licenses issued by the Department of Business Affairs and Consumer Protection. This dataset contains a large number of records /rows of data and may not be viewed in full in Microsoft Excel. Therefore, when downloading the file, select CSV from the Export menu. Open the file in an ASCII text editor, such as Notepad or Wordpad, to view and search.

    Data fields requiring description are detailed below.

    APPLICATION TYPE: 'ISSUE' is the record associated with the initial license application. 'RENEW' is a subsequent renewal record. All renewal records are created with a term start date and term expiration date. 'C_LOC' is a change of location record. It means the business moved. 'C_CAPA' is a change of capacity record. Only a few license types my file this type of application. 'C_EXPA' only applies to businesses that have liquor licenses. It means the business location expanded.

    LICENSE STATUS: 'AAI' means the license was issued.

    Business license owners may be accessed at: http://data.cityofchicago.org/Community-Economic-Development/Business-Owners/ezma-pppn To identify the owner of a business, you will need the account number or legal name.

    Data Owner: Business Affairs and Consumer Protection

    Time Period: Current

    Frequency: Data is updated daily

  5. C

    Boundaries - Wards (2023-)

    • data.cityofchicago.org
    • catalog.data.gov
    Updated Jun 15, 2022
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    City of Chicago (2022). Boundaries - Wards (2023-) [Dataset]. https://data.cityofchicago.org/w/p293-wvbd/3q3f-6823?cur=FNhuZUwmR1C
    Explore at:
    xml, csv, xlsx, kmz, application/geo+json, kmlAvailable download formats
    Dataset updated
    Jun 15, 2022
    Dataset authored and provided by
    City of Chicago
    Description

    Ward boundaries in Chicago from May 2023 onward, corresponding to the dates when a new City Council is sworn in, based on the immediately preceding elections. Neither this description nor the dataset should be relied upon in situations where legal precision is required.

    ​​​​​This dataset is in a forma​​t for spatial datasets that is inherently tabular but allows for a map as a derived view. Please click the indicated link below for such a map.

    To export the data in either tabular or geographic format, please use the Export button on this dataset.

  6. a

    Data from: Chicago Wards

    • conservation-greenprinting-in-illinois-tnc.hub.arcgis.com
    Updated Sep 27, 2022
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    The Nature Conservancy (2022). Chicago Wards [Dataset]. https://conservation-greenprinting-in-illinois-tnc.hub.arcgis.com/datasets/chicago-wards
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    Dataset updated
    Sep 27, 2022
    Dataset authored and provided by
    The Nature Conservancy
    Area covered
    Description

    Ward boundaries in Chicago from May 2015 to May 2023, corresponding to the dates when a new City Council is sworn in, based on the immediately preceding elections. Neither this description nor the dataset should be relied upon in situations where legal precision is required.

  7. Chicago Ward Offices

    • kaggle.com
    Updated Apr 1, 2020
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    City of Chicago (2020). Chicago Ward Offices [Dataset]. https://www.kaggle.com/chicago/chicago-ward-offices
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Apr 1, 2020
    Dataset provided by
    Kaggle
    Authors
    City of Chicago
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Area covered
    Chicago
    Description

    Content

    List of alderman, office address, phone number, and website for all 50 Chicago wards.

    Context

    This is a dataset hosted by the City of Chicago. The city has an open data platform found here and they update their information according the amount of data that is brought in. Explore the City of Chicago using Kaggle and all of the data sources available through the City of Chicago organization page!

    • Update Frequency: This dataset is updated quarterly.

    Acknowledgements

    This dataset is maintained using Socrata's API and Kaggle's API. Socrata has assisted countless organizations with hosting their open data and has been an integral part of the process of bringing more data to the public.

    Cover photo by The Roaming Platypus on Unsplash
    Unsplash Images are distributed under a unique Unsplash License.

  8. a

    Chicago Heights Municipal Atlas Data Layers

    • hub-ssmma-gis.opendata.arcgis.com
    • hub.arcgis.com
    Updated Mar 25, 2020
    + more versions
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    South Suburban Mayors & Managers Association (2020). Chicago Heights Municipal Atlas Data Layers [Dataset]. https://hub-ssmma-gis.opendata.arcgis.com/maps/fdc5f5bf30ce42cd9adced44bf6442d2
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    Dataset updated
    Mar 25, 2020
    Dataset authored and provided by
    South Suburban Mayors & Managers Association
    Area covered
    Description

    Chicago Heights Municipal Atlas Data Layers - March 25, 2020 uploadData LayersWards (2018)* Alderman's name and contact emailCity-Owned Parcels* Unknown year of data, but differs from 2016 Cook County Assessor dataHeritage Preservation Overlay DistrictVoting Precincts (2018)Municipal Boundary (2016)* Differs from Cook County municipal boundary data, but this boundary will be prioritized.Vacant Properties (2016) - Points [for heat map]Vacant Properties (2016) - ParcelsLand Bank Properties (2017)Lawn Maintenance Parcels (2019)

  9. C

    Boundaries - Ward Precincts (2023-)

    • data.cityofchicago.org
    • datasets.ai
    • +1more
    Updated Nov 22, 2024
    + more versions
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    Chicago Board of Election Commissioners (2024). Boundaries - Ward Precincts (2023-) [Dataset]. https://data.cityofchicago.org/w/6piy-vbxa/3q3f-6823?cur=G-wicM6OZAs
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    kml, application/rdfxml, xml, csv, tsv, kmz, application/rssxml, application/geo+jsonAvailable download formats
    Dataset updated
    Nov 22, 2024
    Dataset authored and provided by
    Chicago Board of Election Commissioners
    Description

    Ward precincts, which function as local election districts to determine the polling places for voters, based on their addresses. Precincts are based on U.S. Census Bureau blocks. These precincts were first used for the November 2022 election and first used for Chicago municipal elections in 2023. Neither this description nor the dataset should be relied upon in situations where legal precision is required.

    ​​​​​This dataset is in a forma​​t for spatial datasets that is inherently tabular but allows for a map as a derived view. Please click the indicated link below for such a map.

    To export the data in either tabular or geographic format, please use the Export button on this dataset.

  10. W

    Ward Offices (Deprecated May 2015)

    • cloud.csiss.gmu.edu
    • data.cityofchicago.org
    • +3more
    csv, json, rdf, xml
    Updated Jul 16, 2015
    + more versions
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    United States (2015). Ward Offices (Deprecated May 2015) [Dataset]. https://cloud.csiss.gmu.edu/uddi/dataset/ward-offices-deprecated-may-2015
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    rdf, json, xml, csvAvailable download formats
    Dataset updated
    Jul 16, 2015
    Dataset provided by
    United States
    Description

    OUTDATED. See the current data at https://data.cityofchicago.org/d/htai-wnw4 -- List of alderman, office address, phone number, and website for all 50 Chicago wards. This version of the data was posted 7/2/2013 and stayed live until 7/16/2015, when it was replaced with the list of aldermen inaugurated 5/18/2015, after allowing time for most office space arrangements to be finalized.

  11. d

    Ward Offices - Map - Exportable

    • catalog.data.gov
    • data.amerigeoss.org
    Updated Aug 7, 2021
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    data.cityofchicago.org (2021). Ward Offices - Map - Exportable [Dataset]. https://catalog.data.gov/ro/dataset/ward-offices-map-exportable
    Explore at:
    Dataset updated
    Aug 7, 2021
    Dataset provided by
    data.cityofchicago.org
    Description

    Ward office locations for aldermen. The data can be viewed on the Chicago Data Portal with a web browser. However, to view or use the files outside of a web browser, you will need to use compression software and special GIS software, such as ESRI ArcGIS (shapefile) or Google Earth (KML or KMZ).

  12. d

    Boundaries - Ward Precincts (2011) - KML

    • catalog.data.gov
    • data.cityofchicago.org
    • +1more
    Updated Dec 29, 2023
    + more versions
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    data.cityofchicago.org (2023). Boundaries - Ward Precincts (2011) - KML [Dataset]. https://catalog.data.gov/dataset/ward-precincts-kml
    Explore at:
    Dataset updated
    Dec 29, 2023
    Dataset provided by
    data.cityofchicago.org
    Description

    Ward precincts, which function as local election districts, in Chicago. To view or use these files, compression software and special GIS software, such as ESRI ArcGIS, is required. To download, right-click the "Download" link above and choose "Save link as."

  13. COVID-19 Hospital Capacity Metrics - Historical

    • healthdata.gov
    • data.cityofchicago.org
    • +1more
    application/rdfxml +5
    Updated Apr 8, 2025
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    data.cityofchicago.org (2025). COVID-19 Hospital Capacity Metrics - Historical [Dataset]. https://healthdata.gov/dataset/COVID-19-Hospital-Capacity-Metrics-Historical/7znp-3pfk
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    csv, xml, application/rdfxml, tsv, json, application/rssxmlAvailable download formats
    Dataset updated
    Apr 8, 2025
    Dataset provided by
    data.cityofchicago.org
    Description

    NOTE: This dataset is historical-only as of 5/10/2023. All data currently in the dataset will remain, but new data will not be added. The recommended alternative dataset for similar data beyond that date is  https://healthdata.gov/Hospital/COVID-19-Reported-Patient-Impact-and-Hospital-Capa/anag-cw7u. (This is not a City of Chicago site. Please direct any questions or comments through the contact information on the site.)

    During the COVID-19 pandemic, the Chicago Department of Public Health (CDPH) required EMS Region XI (Chicago area) hospitals to report hospital capacity and patient impact metrics related to COVID-19 to CDPH through the statewide EMResource system. This requirement has been lifted as of May 9, 2023, in alignment with the expiration of the national and statewide COVID-19 public health emergency declarations on May 11, 2023. However, all hospitals will still be required by the U.S. Department of Health and Human Services (HHS) to report COVID-19 hospital capacity and utilization metrics into the HHS Protect system through the CDC’s National Healthcare Safety Network until April 30, 2024. Facility-level data from the HHS Protect system can be found at healthdata.gov.

    Until May 9, 2023, all Chicago (EMS Region XI) hospitals (n=28) were required to report bed and ventilator capacity, availability, and occupancy to the Chicago Department of Public Health (CDPH) daily. A list of reporting hospitals is included below. All data represent hospital status as of 11:59 pm for that calendar day. Counts include Chicago residents and non-residents.

    ICU bed counts include both adult and pediatric ICU beds. Neonatal ICU beds are not included. Capacity refers to all staffed adult and pediatric ICU beds. Availability refers to all available/vacant adult and pediatric ICU beds. Hospitals began reporting COVID-19 confirmed and suspected (PUI) cases in ICU on 03/19/2020. Hospitals began reporting ICU surge capacity as part of total capacity on 5/18/2020.

    Acute non-ICU bed counts include burn unit, emergency department, medical/surgery (ward), other, pediatrics (pediatric ward) and psychiatry beds. Burn beds include those approved by the American Burn Association or self-designated. Capacity refers to all staffed acute non-ICU beds. An additional 500 acute/non-ICU beds were added at the McCormick Place Treatment Facility on 4/15/2020. These beds are not included in the total capacity count. The McCormick Place Treatment Facility closed on 05/08/2020. Availability refers to all available/vacant acute non-ICU beds. Hospitals began reporting COVID-19 confirmed and suspected (PUI) cases in acute non-ICU beds on 04/03/2020.

    Ventilator counts prior to 04/24/2020 include all full-functioning mechanical ventilators, with ventilators with bilevel positive airway pressure (BiPAP), anesthesia machines, and portable/transport ventilators counted as surge. Beginning 04/24/2020, ventilator counts include all full-functioning mechanical ventilators, BiPAP, anesthesia machines and portable/transport ventilators. Ventilators are counted regardless of ability to staff. Hospitals began reporting COVID-19 confirmed and suspected (PUI) cases on ventilators on 03/19/2020. CDPH has access to additional ventilators from the EAMC (Emergency Asset Management Center) cache. These ventilators are included in the total capacity count.

    Chicago (EMS Region 11) hospitals: Advocate Illinois Masonic Medical Center, Advocate Trinity Hospital, AMITA Resurrection Medical Center Chicago, AMITA Saint Joseph Hospital Chicago, AMITA Saints Mary & Elizabeth Medical Center, Ann & Robert H Lurie Children's Hospital, Comer Children's Hospital, Community First Medical Center, Holy Cross Hospital, Jackson Park Hospital & Medical Center, John H. Stroger Jr. Hospital of Cook County, Loretto Hospital, Mercy Hospital and Medical Center, , Mount Sinai Hospital, Northwestern Memorial Hospital, Norwegian American Hospital, Roseland Community Hospital, Rush University M

  14. d

    WARDS_2015

    • catalog.data.gov
    • data.cityofchicago.org
    Updated Dec 7, 2024
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    data.cityofchicago.org (2024). WARDS_2015 [Dataset]. https://catalog.data.gov/dataset/wards-2015
    Explore at:
    Dataset updated
    Dec 7, 2024
    Dataset provided by
    data.cityofchicago.org
    Description

    Ward boundaries in Chicago from May 2015 to May 2023, corresponding to the dates when a new City Council is sworn in, based on the immediately preceding elections. Neither this description nor the dataset should be relied upon in situations where legal precision is required. The data can be viewed on the Chicago Data Portal with a web browser. However, to view or use the files outside of a web browser, you will need to use compression software and special GIS software, such as ESRI ArcGIS (shapefile) or Google Earth (KML or KMZ).

  15. d

    43rd Ward Resident Survey - 2022

    • catalog.data.gov
    • data.cityofchicago.org
    • +1more
    Updated Sep 22, 2023
    + more versions
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    data.cityofchicago.org (2023). 43rd Ward Resident Survey - 2022 [Dataset]. https://catalog.data.gov/dataset/43rd-ward-resident-survey-2022
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    Dataset updated
    Sep 22, 2023
    Dataset provided by
    data.cityofchicago.org
    Description

    In association with the July/August 2022 process for 43rd ward residents to apply for the opportunity to fill the aldermanic vacancy in that ward, residents were also invited to fill out an online survey, seeking their opinions on issues. The results of that survey are shown in this dataset. Respondents were presented with eight issues plus "other" and asked to rank each one as being between Not a Priority (1) and Urgent Priority (5). There was no limit to how often each ranking could be used, although respondents were encouraged to rank only a few issues as Urgent Priority. The final question was free text, intended to capture descriptions of "other" issues but if the respondent provided other text, it is included except in limited cases where it is redacted for privacy or similar reasons. Please note that the survey is not and was not intended to be a random sample or otherwise scientifically or statistically valid. There were no formal barriers to people not residents of the 43rd ward responding, people responding more than once, or other things of that nature. It was intended only as a simple tool to collect such information as people cared to submit and should be interpreted in that spirit. A copy of the original survey is at https://www.chicago.gov/content/dam/city/about/wards/ward-43-application-processs/Survey.pdf.

  16. d

    2015_Ward_Offices

    • catalog.data.gov
    • data.cityofchicago.org
    Updated Jun 8, 2024
    + more versions
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    data.cityofchicago.org (2024). 2015_Ward_Offices [Dataset]. https://catalog.data.gov/dataset/2015-ward-offices-aae94
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    Dataset updated
    Jun 8, 2024
    Dataset provided by
    data.cityofchicago.org
    Description

    OUTDATED: See similar current data at https://data.cityofchicago.org/d/f4sz-sn2p. --Ward office locations for aldermen. The data can be viewed on the Chicago Data Portal with a web browser. However, to view or use the files outside of a web browser, you will need to use compression software and special GIS software, such as ESRI ArcGIS (shapefile) or Google Earth (KML or KMZ).

  17. A

    ‘Ward Offices - Map - Exportable’ analyzed by Analyst-2

    • analyst-2.ai
    Updated Jan 26, 2022
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    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2022). ‘Ward Offices - Map - Exportable’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/data-gov-ward-offices-map-exportable-755c/ca4e3b21/?iid=007-892&v=presentation
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    Dataset updated
    Jan 26, 2022
    Dataset authored and provided by
    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Analysis of ‘Ward Offices - Map - Exportable’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://catalog.data.gov/dataset/08d96720-de3e-482d-b36e-853a502739df on 26 January 2022.

    --- Dataset description provided by original source is as follows ---

    Ward office locations for aldermen. The data can be viewed on the Chicago Data Portal with a web browser. However, to view or use the files outside of a web browser, you will need to use compression software and special GIS software, such as ESRI ArcGIS (shapefile) or Google Earth (KML or KMZ).

    --- Original source retains full ownership of the source dataset ---

  18. A

    ‘Ward Offices (Deprecated May 2015)’ analyzed by Analyst-2

    • analyst-2.ai
    Updated May 18, 2015
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    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2015). ‘Ward Offices (Deprecated May 2015)’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/data-gov-ward-offices-deprecated-may-2015-9fe2/daba3302/?iid=002-494&v=presentation
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    Dataset updated
    May 18, 2015
    Dataset authored and provided by
    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Analysis of ‘Ward Offices (Deprecated May 2015)’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://catalog.data.gov/dataset/0255c0d9-49bb-454c-8de5-b95350887f7b on 26 January 2022.

    --- Dataset description provided by original source is as follows ---

    OUTDATED. See the current data at https://data.cityofchicago.org/d/htai-wnw4 -- List of alderman, office address, phone number, and website for all 50 Chicago wards. This version of the data was posted 7/2/2013 and stayed live until 7/16/2015, when it was replaced with the list of aldermen inaugurated 5/18/2015, after allowing time for most office space arrangements to be finalized.

    --- Original source retains full ownership of the source dataset ---

  19. C

    ACS 5 Year Data by Community Area - Most Recent Year

    • data.cityofchicago.org
    application/rdfxml +5
    Updated Feb 6, 2025
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    City of Chicago (2025). ACS 5 Year Data by Community Area - Most Recent Year [Dataset]. https://data.cityofchicago.org/Community-Economic-Development/ACS-5-Year-Data-by-Community-Area-Most-Recent-Year/7umk-8dtw
    Explore at:
    application/rssxml, json, csv, tsv, application/rdfxml, xmlAvailable download formats
    Dataset updated
    Feb 6, 2025
    Dataset authored and provided by
    City of Chicago
    Description

    The most recent year from the ACS 5 Year Data by Community Area dataset.

  20. w

    2003 Ward Dataset CSVs - Crimes - 2001 to present

    • data.wu.ac.at
    • data.cityofchicago.org
    • +3more
    zip
    Updated Jun 19, 2015
    + more versions
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    City of Chicago (2015). 2003 Ward Dataset CSVs - Crimes - 2001 to present [Dataset]. https://data.wu.ac.at/schema/data_gov/N2M2MmM2ZGEtNDJhMC00OTNkLWE2NjktNjUwZjg0ZTA4YmNl
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    zipAvailable download formats
    Dataset updated
    Jun 19, 2015
    Dataset provided by
    City of Chicago
    Description

    As discussed in http://bit.ly/wardpost, the City of Chicago changed to a new ward map on 5/18/2015, affecting some datasets. This ZIP file contains a CSV export from 5/15/2015 of the "Crimes - 2001 to present" dataset. Due to size limitations, this file had to be separated from the CSV exports of the other datasets, which are at https://data.cityofchicago.org/d/q6z8-94kn. This CSV file contains a close-to-final version of the crimes dataset with the previous ("2003") ward values.

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data.cityofchicago.org (2025). ACS 5 Year Data by Ward [Dataset]. https://catalog.data.gov/dataset/acs-5-year-data-by-ward

ACS 5 Year Data by Ward

Explore at:
Dataset updated
Jun 7, 2025
Dataset provided by
data.cityofchicago.org
Description

Selected variables from the most recent 5 year ACS Community Survey (Released 2023) aggregated by Ward. Additional years will be added as they become available. The underlying algorithm to create the dataset calculates the percent of a census tract that falls within the boundaries of a given ward. Given that census tracts and ward boundaries are not aligned, these figures should be considered an estimate. Total Population in this Dataset: 2,649,803 Total Population of Chicago reported by ACS 2023: 2,664,452 % Difference: %-0.55 There are different approaches in common use for displaying Hispanic or Latino population counts. In this dataset, following the approach taken by the Census Bureau, a person who identifies as Hispanic or Latino will also be counted in the race category with which they identify. However, again following the Census Bureau data, there is also a column for White Not Hispanic or Latino. The City of Chicago is actively soliciting community input on how best to represent race, ethnicity, and related concepts in its data and policy. Every dataset, including this one, has a "Contact dataset owner" link in the Actions menu. You can use it to offer any input you wish to share or to indicate if you would be interested in participating in live discussions the City may host. Code can be found here: https://github.com/Chicago/5-Year-ACS-Survey-Data Ward Shapefile: https://data.cityofchicago.org/Facilities-Geographic-Boundaries/Boundaries-Wards-2023-Map/cdf7-bgn3 Census Area Python Package Documentation: https://census-area.readthedocs.io/en/latest/index.html

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