datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cfpb-consumer-complaints
CFPB Consumer Financial Complaints 2011–March 2026
One-time dated snapshot.
14,150,286 consumer complaints with 3,750,213 public narratives in a repaired CSV and Parquet package.
Verified coverage: Received dates: 2011-12-01 through 2026-03-25.
Records: 14,150,286 complaints; 3,750,213 narratives.
This repository contains a 1,000-row public sample, not the full package. A sample does not establish complete historical coverage.
Limitations
This is a dated snapshot… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/cfpb-consumer-complaints.consumer_complaintsThis Dataset is from Kaggle. It originally comes from the US Consumer Finance Complaints. This is great dataset for NLP multi-class classification.
nhtsa-vehicle-complaints
NHTSA Vehicle Complaints 1995–March 2026
One-time dated snapshot.
Vehicle complaint records with narratives and component fields.
Verified coverage: Added dates: 1995-01-03 through 2026-03-26.
Records: 2,189,824 component rows; 1,582,110 complaints.
This repository contains a 1,000-row public sample, not the full package. A sample does not establish complete historical coverage.
Limitations
Failure dates include implausible values through 2203 and model years… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/nhtsa-vehicle-complaints.cfpb_complaints
CFPB Complaints
Data Notice: This dataset provides academic research access with a 6-month data lag.
For real-time data access, please visit sov.ai to subscribe.
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from datasets import load_dataset
df_complaints = load_dataset("sovai/cfpb_complaints", split="train").to_pandas().set_index(["ticker","date"])
Data is updated weekly as data arrives after market close US-EST time.… See the full description on the dataset page: https://huggingface.co/datasets/sovai/cfpb_complaints.university-students-complaints
University Students Complaints Dataset
A labeled dataset of 332 real-world complaints collected from university students across multiple departments. Each complaint is annotated with category, severity, responsible departments, and fine-grained aspect labels — making it suitable for multi-label text classification, severity prediction, and department routing tasks.
Dataset Summary
University students regularly raise concerns about infrastructure, academics, technical… See the full description on the dataset page: https://huggingface.co/datasets/alaminxpro/university-students-complaints.amazon_reviews_2023_electronics_full_complaints_curatedsynthetic-complaints-v2africa-worldbank-wbl-supportive-framework-work-a-specialized-body-receives-complaints-about-gend
WBL: Supportive Framework, Work, A specialized body receives complaints about gender discrimination in employment | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-supportive-framework-work-a-specialized-body-receives-complaints-about-gend.cfpb_sample_complaintslegal-complaints-sra-claim-file-coherence-risk-v0.1What this dataset does
You receive
complaint summary
file evidence summary
firm response draft
rules policy refs
redress offer
mismatch flags
You decide
coherent
or
incoherent
Daily use
reduce complaint escalation
avoid regulator referrals
improve first response quality
protect risk position
us-robocall-complaints-by-phone-number
US Robocall Complaints by Phone Number
Every phone number that appears in the Federal Trade Commission's Do Not Call complaint
files, aggregated to one row per number, and joined to the North American Numbering Plan
prefix registry so each number carries its carrier and rate center.
186,474 phone numbers. 213,758 complaint records.
Coverage 2016-06-30 to 2026-08-19.
Maintained at usacallerlookup.com and mirrored on
GitHub (archived on Zenodo,
DOI 10.5281/zenodo.21994641).… See the full description on the dataset page: https://huggingface.co/datasets/publicdatadepot/us-robocall-complaints-by-phone-number.africa-mauritius-number-of-complaints-received-at-the-ppc-division-by-categ-d8d26253
Number of Complaints Received At the Ppc Division by Categ | Africa (MDPA)
69 rows - 1 Africa country/area - 2012-2021 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 69 rows from MDPA, covering Number of Complaints Received At the Ppc Division by Categ. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-number-of-complaints-received-at-the-ppc-division-by-categ-d8d26253.africa-mauritius-number-of-complaints-received-at-the-ppc-division-by-categ-60a935ee
Number of Complaints Received At the Ppc Division by Categ | Africa (MDPA)
147 rows - 1 Africa country/area - 2012-2021 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 147 rows from MDPA, covering Number of Complaints Received At the Ppc Division by Categ. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-number-of-complaints-received-at-the-ppc-division-by-categ-60a935ee.africa-mauritius-number-of-complaints-received-at-the-ppc-division-by-categ-fc549eb8
Number of Complaints Received At the Ppc Division by Categ | Africa (MDPA)
7 rows - 1 Africa country/area - 2012-2021 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 7 rows from MDPA, covering Number of Complaints Received At the Ppc Division by Categ. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-number-of-complaints-received-at-the-ppc-division-by-categ-fc549eb8.complaintsHotel-maintenance-complaints-datasetsifahane-turkish-medical-complaintscivillian-complaintscomplaints311-nyc-noise-complaints