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Contact Educator Pathways

Every page here carries a source and a verification date. If a figure looks wrong, tell us where and we will check it against the source.

Publisher

Educator Pathways is published by MLL Ventures, LLC, Phoenix, AZ, United States. The site is an independent education research publisher; it is not a school, not a licensing agency, and not an agent of any state board.

Data corrections

Email data@educatorpathways.com with the page URL, the figure exactly as it appears, and a link to the source you believe is correct. Corrections are checked against the primary source named on the page — a state department of education, a licensing board, Title II HEA, IPEDS, College Scorecard, BLS, or Projections Central. When the underlying source has changed, the page’s verification date and its numbered reference list are updated with it. When a figure cannot be verified in a published source, it is removed rather than estimated.

Editorial and press

Reach the same inbox, data@educatorpathways.com, for sourcing questions, interview requests, and republication questions. Named humans write and review the data-bearing pages on this site — see the editorial process for who does what and how a correction moves from report to published fix. If you plan to republish a figure, please cite Educator Pathways together with the federal or state source named on the page, and keep the cohort size and the “Not reported” rule intact.

Privacy requests

Email privacy@educatorpathways.com to exercise CCPA/CPRA rights or to ask what this site stores. The privacy policy lists the essential cookies in use and what each one is for.

Email legal@educatorpathways.com for legal or licensing notices. Use of this site is governed by the terms. Nothing published here is legal advice or an eligibility determination: state licensing boards decide credentials, and every requirement statement on this site links to the board that issued it.

Automated clients

Agents and assistants can read any page on this site as Markdown by sending Accept: text/markdown; the URL does not change. Start from llms.txt for the compact index or llms-full.txt for the full published inventory, the publishing gates, and the constraints that apply to every figure.