NLx Data Request: Non-Government Users Logo
  • Data Request: NLx Research Hub

    The National Labor Exchange (NLx) Research Hub is a cloud-hosted warehouse of jobs data sourced from the NLx, a partnership between the National Association of State Workforce Agencies (NASWA) and DirectEmployers Association. This data is available to approved users.
  • Terms and Conditions of NLx Research Hub Data Use:

    Benefits
    Data requests should provide reasonable potential to benefit the community and the common good. This includes any research question that, when answered, provides measurable advancement toward the NLx Research Hub goals: (1) increase the amount of actionable labor market information in the U.S., and (2) facilitate convergence research across sectors. The common good also includes the development of insights that lead to new practices, policies, and solutions that ensure high-quality employment for all.

    IRB Approval
    Data requests will not be reviewed if a researcher's institution first requires the review and approval by its Institutional Review Board (IRB).  If approval by IRB is required, please provide evidence of the approval.  An email stating such approval is acceptable.

    Confidentiality
    All data users have an affirmative obligation to safeguard the confidentiality of any individuals and employers whose names appear in the NLx dataset. Users must abide by the following guidelines:

    • Downloaded data should be stored in well-secured environments such that unauthorized persons do not have access to it.
    • Raw (disaggregated) NLx data may only be viewed by individuals listed as authorized users on the data use agreement. Data are made available for individual use only.  Authorized users are prohibited from distributing the database to a third party. Principal Investigators may request the addition of authorized users at any time by emailing nlxresearchhub@naswa.org.
    • Aggregate statistics, derived data products, dashboards, algorithms, and code may be shared with others not listed on the data use agreement so long as individual job posting records cannot be identified.
    • No attempt should be made to link the NLx dataset with other dataset(s) containing individually identifiable information on human subjects.

    Data Use Agreement
    All data shared with authorized users are subject to the terms and conditions of a signed data use agreement, which will be distributed to the authorized user upon approval of their data request.

    Publication
    Publication consistent with academic standards is permitted provided it complies with the terms and conditions of the data use agreement.

  • Project Summary

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  • Authorized Users

    On this page, please describe the project team including any and all individuals that will have access to disaggregated NLx data.
  • Project Leadership

    Please provide contact information for the project lead. The principal investigator (PI) will be the main point of contact for this project.
  • Responsible Faculty

    If the principal investigator is a student or PhD candidate, please list the contact information for the responsible faculty, supervisor, or advisor for the student/project.
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  • Authorized Users

    Please provide contact information for all other users, including those from other organizations and/or academic institutions who are part of the project team. LIST ALL INDIVIDUALS THAT WILL HAVE ACCESS TO DISAGGREGATED NLx DATA.
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  • Project Details

    Please use this page to tell us more about your project and methodology.
  • Data Requested

    Please tell us more about the amount and type of data that you are requesting.
  • Project Dissemination

    Please describe how and to whom aggregated statistics, research findings, and any reports or products will be disseminated. Per the NLx Research Hub terms of use, aggregate statistics, derived data products, dashboards, algorithms, and code may be shared with others not listed as authorized users so long as individual job posting records and companies cannot be identified.
  • Other Project Details

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