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NeuroLabWorks/us-industrial-facility-intelligence-sample

US Industrial Facility Intelligence — Free Sample This is a free 100-record sample. It is a subset of the full 1,464-record commercial dataset, provided so you can evaluate the data before deciding whether the full toolkit is useful to you. An independent, unofficial dataset by NeuroLab Works. Not affiliated with, sponsored by, or endorsed by the U.S. EPA. What this is 100 real, deduplicated US industrial facilities regulated under EPA's Toxics Release Inventory… See the full description on the dataset page: https://huggingface.co/datasets/NeuroLabWorks/us-industrial-facility-intelligence-sample.

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US Industrial Facility Intelligence — Free Sample

This is a free 100-record sample. It is a subset of the full 1,464-record commercial dataset, provided so you can evaluate the data before deciding whether the full toolkit is useful to you.

An independent, unofficial dataset by NeuroLab Works. Not affiliated with, sponsored by, or endorsed by the U.S. EPA.

What this is

100 real, deduplicated US industrial facilities regulated under EPA's Toxics Release Inventory (TRI) program, spanning all 25 states covered by the full dataset. Every field is real data retrieved directly from EPA's public TRI API — nothing is invented, estimated, or scored.

Fields

FieldDescription
facility_nameName of the industrial facility as registered with EPA TRI.
operatorCompany/operator of record (parent company when reported, otherwise the facility's own registered name).
facility_typeProgram classification — all records are TRI-regulated facilities.
industry_activityGeneral activity note: the facility manufactures, processes, or uses EPA-listed toxic chemicals above federal reporting thresholds. EPA's TRI facility endpoint does not expose a per-facility NAICS/SIC code, so none is fabricated here.
stateUS state, 2-letter abbreviation.
cityCity where the facility is located.
addressStreet address of the facility.
sourceAlways EPA TRI (Toxics Release Inventory), data.epa.gov Envirofacts.
source_idEPA's own TRI facility identifier for this record.
freshnessSnapshot date and source-check note (2026-08-27). Static snapshot — does not update automatically.

Intended uses

  • —Industrial market research
  • —Geographic analysis
  • —Facility mapping
  • —Data analysis and exploration
  • —Academic/independent research
  • —Development and prototyping (e.g. testing a pipeline before buying the full dataset)

What this is NOT

  • —NOT a source of personal contact information — no individual name, email, or phone number is included in this sample or in the full commercial dataset's Gumroad-safe edition.
  • —NOT a mailing list or email list.
  • —NOT a purchase-intent or lead-scoring dataset — no "buying signal" or decision-maker verification is included or implied.
  • —NOT a general directory of all US businesses — TRI covers a specific regulatory slice (facilities that manufacture, process, or use listed toxic chemicals above federal reporting thresholds).

Data source and license

Source: U.S. EPA Toxics Release Inventory (TRI) Program, via data.epa.gov Envirofacts. EPA data is a work of the US federal government and is in the public domain under 17 U.S.C. §105 (see EPA's own data license: https://edg.epa.gov/EPADataLicense.html).

license: other is used here because no single standard license cleanly represents both (a) the underlying EPA data, which is public domain and cannot be additionally restricted, and (b) NeuroLab Works' own transformation, deduplication, and documentation work on top of it. NeuroLab Works does not claim ownership over the underlying public-domain facts from EPA — only over the specific curation and packaging of this derived sample.

This is an independent, unofficial product. It is not affiliated with, sponsored by, or endorsed by the U.S. EPA.

Full toolkit

The full US Industrial Facility Intelligence Toolkit contains:

  • —1,464 curated facility records
  • —25 U.S. states
  • —Excel workbook
  • —Analysis-ready CSV
  • —Local Python filtering utility
  • —Data dictionary
  • —Methodology documentation
  • —Source/freshness documentation

Full toolkit: https://neurolabworks.gumroad.com/l/us-industrial-facility-intelligence-toolkit

Price: $29 USD