Analysis request

CFPB-2016-0025 — Payday, Vehicle Title, and Certain High-Cost Installment Loans

demo-cfpb-2016-0025-500 / created 5/30/2026, 3:06:21 PM

Databricks Jobs modesucceeded

Rulemaking Metadata

Docket IDCFPB-2016-0025

Agency IDCFPB

Topicconsumer_finance

Data Sourceregulations_gov

Expected Scale~500 comments

Date WindowFull Historical Ingestion

Notes / Reviewer Context

"CFPB Payday Lending rulemaking (regulations.gov) — 500 rows. Completed end-to-end on Databricks Foundation Model API + Vector Search clustering."

Status & Control Plane

Pipeline run successfully completed! Campaign data is fully exported.

View Docket Analysis

Databricks Workspace Integration

Active Databricks Run ID: 870796453173427

Command-Generation Mode

If you want to run this pipeline locally on your system instead of hosted Databricks, run the following sequence in your terminal:

.uv-test-venv\Scripts\python.exe scripts\run_ingestion.py --docket-id CFPB-2016-0025
.uv-test-venv\Scripts\python.exe scripts\run_embedding.py --docket-id CFPB-2016-0025 --backend databricks
.uv-test-venv\Scripts\python.exe scripts\run_clustering.py --docket-id CFPB-2016-0025 --clustering-mode vector_search

Command-generation mode allows running comment ingestion and clustering locally via python scripts, writing directly to your local delta lakehouse.