Dataset
Consumer complaint database
Millions of consumer complaints about financial products, mortgages, credit cards, debt collection and loans, with product, issue, company response and ZIP-level geography, together with HMDA mortgage disclosures.
Dataset card
The Consumer Complaint Database is a public-domain dataset published by the U.S. Consumer Financial Protection Bureau (CFPB). It aggregates complaints submitted by consumers about financial products and services.
What this dataset contains
The database records consumer-submitted complaints handled by the CFPB, primarily covering consumer finance products such as mortgages, debt collection, credit reporting, and bank accounts. Each entry represents an individual complaint along with contextual metadata submitted by the consumer. Coverage reflects complaints forwarded to participating companies for response through the CFPB process.
Structure and fields
The provided schema does not list specific column names, so the exact fields are unknown from the available documentation. Based on typical CFPB complaint publications, the file would be expected to include complaint-level identifiers, product and sub-product categories, issue descriptions, company name, submission channel, date received, and state information. Any field-level detail beyond that cannot be verified from the supplied facts.
How analysts use it
Analysts use the Consumer Complaint Database to monitor trends in consumer dissatisfaction across financial product categories, track complaint volumes by company or product sub-issue, and benchmark regulatory or reputational risk signals. Investment teams may incorporate complaint trends as a sentiment or risk overlay when evaluating exposure to banks, mortgage servicers, debt collectors, or credit bureaus listed in the file.
Documentation & references 2
Related datasets
Browse moreParsed eligibility criteria from 13,229 ClinicalTrials.gov studies representing the candidate pool gathered by two first-stage retrievers during TREC Clinical Trials 2021–2023, formatted as typed entity-relation graphs for reranking models.
The clinical-trials-patient-graphs dataset is a small tabular collection of patient-level clinical records distributed in Parquet format by the 2001jdev publisher. It organizes entities and relations extracted from trial data into structured rows spanning 2021 through 2023.
This dataset is a parsed snapshot of ClinicalTrials.gov records, distributed in Parquet format on the Hugging Face Hub under an unspecified license. It contains roughly 52,000 trial entries drawn from public registry filings.
clinical-trials-trec-qrels is a tabular relevance-judgment file distributed by the 2001jdev user on the Hugging Face Hub. It maps clinical-trial topic identifiers to NCT registry IDs with graded relevance scores.
The clinical-trials-trec-topics dataset is a small tabular collection of clinical-trial topic records distributed in Parquet format on the Hugging Face Hub. It appears to be derived from TREC clinical-trial retrieval topics, with rows partitioned by year.
SEC EDGAR 10-K & 10-Q financial statements for 2,600+ NASDAQ companies.
Discussion
Questions or observations about this dataset? Join the conversation on X.
No comments yet. Start the conversation on X.