Real-Time Comment Analysis
A running read of the public comments submitted on this proposal. Each comment is deduplicated, scored for uniqueness, and classified for its position and topics.
2026-08-20 – 2026-08-21 · 3,396 comments to dateEach unique comment classified for its position on the proposed rescission.
How long the comments run — a proxy for substance versus one-line form submissions.
Duplicate and template submissions are collapsed so each distinct comment counts once.
Comments per topic (a comment can raise several).
These results are meant to be shared.
How it works. Sentiment and topic classification is performed by a large language model (an open-weight Qwen 2.5 model) that reads each unique comment and labels its position — supports, opposes, or neutral — and the topics it raises. Lexical analysis, which finds duplicate and template submissions and scores each comment for originality, uses TF-IDF and n-gram phrase matching, sentence-transformer embeddings, and syntactic and stylometric features (built with spaCy, scikit-learn, and sentence-transformers).
The U.S. Department of Agriculture is initiating rulemaking concerning management of inventoried roadless areas on approximately 44.7 million acres of National Forest System lands, including in Alaska. The proposed rule would rescind the 2001 Roadless Area Conservation Rule (2001 Roadless Rule) (66 FR 3244), which prohibits road construction, road reconstruction, and timber harvesting in inventoried roadless areas, with limited exceptions. State-specific roadless rules for Idaho and Colorado at 36 CFR 294 subparts C and D will be retained. Rescinding the 2001 Roadless Rule is intended to return decision-making for road construction, road reconstruction, and timber harvest in inventoried roadless areas to local officials, in conjunction with Forest-level land management planning. As directed by Executive Order 14153: Unleashing Alaska’s Extraordinary Resource Potential, the proposed rule will expressly exclude the Tongass National Forest from the 2001 Roadless Rule.
View the docket on regulations.gov →