This is a point-in-time count of active professional licenses, by County and State, issued by the Department of Licensing. These licenses are issued to people or businesses.

The Licensing Board issues a variety of licenses under MGL Chapter 138 and Chapter 140 including Billiards, Bowling, Common Victualler (Food Service), Alcoholic Beverages, Innholder, and Dormitories/Lodging houses.

This dataset lists all licenses that are currently active. This dataset does not contain void, expired, or closed licenses or establishments. It also does not include applications that are pending approval before the Licensing Board or ABCC.

A listing of all TMB licenses. Additional licensee information can be found at https://www.tmb.state.tx.us/page/look-up-a-license.

Directory of common occupations that require state-regulated licensure, along with information about the regulating agency. This directory is subject to change as new information becomes available.

Updated License Plate Data

## Overview

Updated License Plate Data is a dataset for object detection tasks - it contains License Plate O91V annotations for 1,209 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [Public Domain license](https://creativecommons.org/licenses/Public Domain).

The presentation explains in the simplest possible way what you need to know about open source licenses when starting from scratch. It also sums up the course "Open Source Licensing Basics for Software Developers (LFC191)" (Linux Foundation)

NOTE, 2/21/2025 - We have added three geographic columns to this dataset.

Business licenses issued by the Department of Business Affairs and Consumer Protection in the City of Chicago from 2002 to the present. 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 may file this type of application. ‘C_EXPA’ only applies to businesses that have liquor licenses. It means the business location expanded. 'C_SBA' is a change of business activity record. It means that a new business activity was added or an existing business activity was marked as expired.

LICENSE STATUS: ‘AAI’ means the license was issued. ‘AAC’ means the license was cancelled during its term. ‘REV’ means the license was revoked. 'REA' means the license revocation has been appealed.

LICENSE STATUS CHANGE DATE: This date corresponds to the date a license was cancelled (AAC), revoked (REV) or appealed (REA).

Business License Owner information may be accessed at: https://data.cityofchicago.org/dataset/Business-Owners/ezma-pppn. To identify the owner of a business, you will need the account number or legal name, which may be obtained from this Business Licenses dataset.

Data Owner: Business Affairs and Consumer Protection. Time Period: January 1, 2002 to present. Frequency: Data is updated daily.

A listing of all TDLR license holders from https://www.tdlr.texas.gov/LicenseSearch/.

This dataset contains the owner information for all the accounts listed in the Business License Dataset, and is sorted by Account Number. To identify the owner of a business, you will need the account number or legal name, which may be obtained from theBusiness Licenses dataset: https://data.cityofchicago.org/dataset/Business-Licenses/r5kz-chrr. Data Owner: Business Affairs & Consumer Protection. Time Period: 2002 to present. Frequency: Data is updated daily.

Open data is not open without license metadata that states how the dataset can be used legally. Read this story to learn how to license your open data on data.wa.gov.

Licenses used in evaluated resources, with frequency and license categorization.

Description: All current, active business licenses. Process: Data is queried from TRMS, processed to clean up common addressing issues (change "FT LOWELL" to "FORT LOWELL" - street name "1" become "1ST", funny "ÿ" characters are removed etc) and geocoded. Attributes: ACC_NUM: account numberACC_NAME: account nameOWN_CODE: ownership codeOWN_DESC: ownership descriptionTYPE_CODE: business type code (RRP is RENTAL REAL PROPERTY is a license for renting a building)TYPE_DESC: business type descriptionNAIC_CODE: NORTH AMERICAN INDUSTRY CLASSIFICATION SYSTEM number codesNAIC_DESC: NAICS descriptionLIC_TYPE: SVL (Service License - professional and service businesses, may collect use tax) or PLL (Privilige LicenseLicense, businesses that collect sales tax)DT_START: start date of businessDT_ISSUED: issued date of current business license CITY: Tucson or several astericks with numbers in between indicates multiple addressesSTATE: AZZIP_CODE: zipcode from TRMSADD_ORIG: original address from TRMS, including suite/unit numberADD_MATCH: address account matched to (this will not necessary match the ADD_ORIG field)MT: match type, number indicates which geocoding step was used (1 = highest quality match, 3 = lowest quality match)---------------------------------------------------------------------------------------------------------------------------------------------------------------Who: Original TRMS (TAX MANTRA) data query and geoprocessing done by Johanna Kraus March 2011. Maintinance/Update Schedule: Data and geo-processing are a daily batch job.-----------------------------------------------------------------------------------------------------------------------------------------------------------------Known Errors:All locations are approximate. Most data is mapped to existing address points (which are not precise locations),those records that don't have an equivalent address match are approximated along the address range of street. See MT field for more details.Fields for NAICS codes, business types and owner types may be missing data or incorrect. Data layer should not be considered a complete listing of all active businesses in Tucson. Please send spatial errors to GIS_IT@tucsonaz.gov. Please send data errors to Tax-License@tucsonaz.gov

State of Washington, Labor & Industries contractor license and registration data

Contractors who can legally work in the State of Oregon

License agreements with summary table and user guide for PICs Environmental Data Portals

This data set includes general demographics for all persons who hold, or have recently held a: Driver License, Permit or Non-Driver Identification Card (a.k.a. credential) issued by the New York State Department of Motor Vehicles.

New License Data

## Overview

New License Data is a dataset for object detection tasks - it contains License annotations for 346 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

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

Note: This web page provides data on health facilities only. To file a complaint against a facility, please see: https://www.cdph.ca.gov/Programs/CHCQ/LCP/Pages/FileAComplaint.aspx

The California Department of Public Health (CDPH), Center for Health Care Quality, Licensing and Certification (L&C) Program licenses more than 30 types of healthcare facilities. The Electronic Licensing Management System (ELMS) is a California Department of Public Health data system created to manage state licensing-related data. ELMS records healthcare service provider applications, issues licenses, generates license renewal notices, determines license fees, issues and tracks State enforcement actions, and generates management reports. This file lists the services that are associated with California healthcare facilities that are operational and have a current license issued by the CDPH and/or a current U.S. Department of Health and Human Services’ Centers for Medicare and Medicaid Services (CMS) certification. This file can be linked by FACID to the Healthcare Facility Locations (Detailed) Open Data file for facility-related attributes, including geo-coding. The L&C Open Data facility services file is updated monthly. To link the CDPH facility IDs with those from other Departments, like HCAI, please reference the "Licensed Facility Cross-Walk" Open Data table at https://data.chhs.ca.gov/dataset/licensed-facility-crosswalk. A list of healthcare facilities with addresses can be found at: https://data.chhs.ca.gov/dataset/healthcare-facility-locations. Facility geographic variables are updated monthly, if latitude/longitude information is missing at any point in time, it should be available when the next time the Open Data facility file is refreshed.

Context

I have taken this dataset from the NYC Open Data Website: https://data.cityofnewyork.us

I wanted to use the cleaned version of this dataset and I thought people might like to use this version. The original dataset was last updated on 10th September 2018.

Description: All dog owners residing in NYC are required by law to license their dogs. The data is sourced from the DOHMH Dog Licensing System (https://a816-healthpsi.nyc.gov/DogLicense), where owners can apply for and renew dog licenses. Each record represents a unique dog license that was active during the year, but not necessarily a unique record per dog, since a license that is renewed during the year results in a separate record of an active license period. Each record stands as a unique license period for the dog over the course of the yearlong time frame.

Content

The original dataset contained 122K rows and 15 columns. After cleaning the data, the count has reduced to 121862 rows.

Acknowledgements

Thank you to the city of new york for collecting and providing this data! As well as the NYC Department of Health who acquired this data from owners who registered their dogs for the dog license.

Inspiration

I'll let you guys get creative and explore the dataset.