TheAesthetic Index

Published data

Data downloads

479 US-marketed devices · 374 with a 510(k) clearance number on the record · 196 manufacturers · 59 chains · 122 documented chain–device pairings · catalog checked 8 Sep 2026

Each file regenerates from the live database on request, so the figures match what the site shows today. No email required. Licensing differs per file — the license that applies is stated next to each download, in every file's first line, and in full at /data/LICENSE.txt. That first line is a license comment, not the CSV header — in pandas, load with read_csv(url, comment='#').

  • Device census

    Every tracked device: manufacturer, model, category, technology, FDA status and K-number where evidenced. Price ranges and their verification dates are not included in the free file.

    License — © The Aesthetic Index (not CC BY)

    © The Aesthetic Index. Free for citation, research, and journalism with attribution and a link. Commercial redistribution or republication of the dataset requires written permission.

    Full dataset, including pricing and per-pairing detail, is available under license — request a license.

    device-census.csv

  • Chain fleets

    One row per operator: chain name, segment, US location count and the number of device pairings we document. The per-pairing device rows, confidence and source type are not included in the free file.

    License — © The Aesthetic Index (not CC BY)

    © The Aesthetic Index. Free for citation, research, and journalism with attribution and a link. Commercial redistribution or republication of the dataset requires written permission.

    Full dataset, including pricing and per-pairing detail, is available under license — request a license.

    chain-fleets.csv

  • FDA status breakdown

    Summary counts and catalog share for each FDA status value, plus how many carry a published K-number. Public-record derived and fully open.

    License — CC BY 4.0

    Free to reuse, including commercially, with attribution to The Aesthetic Index (aestheticindex.co) and a link.

    fda-status.csv

Full license terms live on /terms. Spotted something wrong in a dataset? File a correction. Methodology lives on /methodology.