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.cfpb-consumer-complaints
CFPB Consumer Complaint Database
This dataset is an analytics-ready Parquet version of the public Consumer Financial Protection Bureau Consumer Complaint Database.
Source
Original source: Consumer Financial Protection BureauCSV download: https://files.consumerfinance.gov/ccdb/complaints.csv.zipJSON download: https://files.consumerfinance.gov/ccdb/complaints.json.zipSearch interface: https://www.consumerfinance.gov/data-research/consumer-complaints/search/Field… See the full description on the dataset page: https://huggingface.co/datasets/Mouwiya/cfpb-consumer-complaints.consumer-finance-complaints
BEE-spoke-data/consumer-finance-complaints
consumer-finance-complaints but in a format that actually works.
Pulled Feb 2024
consumer-finance-complaints-large
CFPB Complaints
A dataset of 7M complaints from the Consumer Financial Protection Bureau (CFPB), from 12/01/2011 to 01/02/2025. For descriptions of each column, please see consumerfinance.gov/complaint/data-use.
More Details
A description from the CFPB website:
The Consumer Complaint Database is a collection of complaints about consumer financial products and services that we sent to companies for response. Complaints are published after the company responds, confirming… See the full description on the dataset page: https://huggingface.co/datasets/davidheineman/consumer-finance-complaints-large.Complaintscfpb-complaints-mini
CFPB Complaints — mini (teaching subset)
A small, class-capped subset of the CFPB Consumer Complaint Database for teaching text classification. The task: given a consumer's complaint narrative (text), predict the financial product (label). Multiclass, single-label.
This is a teaching subsample, not a representative sample of CFPB. It is capped per class, drawn from a fixed date window, and split into a frozen, leak-free test set. Do not present results as CFPB statistics;… See the full description on the dataset page: https://huggingface.co/datasets/liri-uzh/cfpb-complaints-mini.consumer_complaintsThis Dataset is from Kaggle. It originally comes from the US Consumer Finance Complaints. This is great dataset for NLP multi-class classification.
customers-complaints
Dataset Card for "financial-customer-complaints-v5"
More Information needed
consumer_complaints_medium
Dataset Card for "consumer_complaints_medium"
More Information needed
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
Consumer Financial Protection Bureau - Customer Compliant Database
This dataset is a cleaned version of the CFPB Customer Compliant Database. The ideal use case for this database is for fine-tuning a model for sequence classification.
This datasets consists of three splits:
train - 2.24M samples
validation - 560k samples
test - 28.3k samples
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.russian-medical-complaints-dataset
Russian Medical Complaints Dataset
1. Описание задачи
Данный датасет предназначен для обучения и оценки моделей классификации текстов и маршрутизации медицинских обращений пациентов на русском языке.
Основная цель — автоматическое определение узкой врачебной специализации (10 основных классов) по описанию жалобы и симптоматики пациента.
2. Описание процесса генерации и сборки
Датасет сформирован в рамках гибридной схемы разметки и синтеза данных:… See the full description on the dataset page: https://huggingface.co/datasets/grafnatt/russian-medical-complaints-dataset.customers-complaints
Dataset Card for "customers-complaints"
More Information needed
consumer_complaints_cfpbuniversity-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.georgia-environmental-complaints
Georgia EPD Complaints
A dataset of 800 environmental complaints from the Environmental Department of Georgia (EPD) from 01/01/2020 to 04/01/2024. Anyone can submit a complaint, and they are then investigated by the EPD.
The web scraper used to gather the data is available here: github.com/davidheineman/epa
For more information, please see the complaint website at cts.gaepd.org and the EPD website at epd.georgia.gov.
amazon_reviews_2023_electronics_full_complaints_curatedbank-complaintsnhtsa_complaints_dataset
NHTSA Complaints Dataset
Este dataset contém reclamações de veículos coletadas pela National Highway Traffic Safety Administration (NHTSA) entre 2014 e 2024. O objetivo do dataset é classificar o tipo de componente veicular relatado nas reclamações. O dataset foi criado para ser utilizado em tarefas de classificação de texto, com foco em Processamento de Linguagem Natural (NLP) e Machine Learning.
Tarefa
Classificação de texto: O conjunto de dados consiste em uma… See the full description on the dataset page: https://huggingface.co/datasets/vic35get/nhtsa_complaints_dataset.consumer_complaints_short
Dataset Card for "consumer_complaints_short"
More Information needed
customer-complaintsThis is a data set of customer complaints in three different categories (billing, product, delivery) generated with ChatGPT 4o.
The data set is meant to train smaller LMs for text classification for instructive purposes.
The prompt used to generate the data was
Produce a list of 500 unique examples of angry customers with an issue related to delivery (< 20 words each) without using code.
Show each example without quotes on a new line
for example:
the driver never came
I've been waiting for… See the full description on the dataset page: https://huggingface.co/datasets/hblim/customer-complaints.synthetic-complaints-v2customer-complaints
License
apache-2.0
About
Source
https://catalog.data.gov/dataset/consumer-complaint-database
Data Prep
removed rows with empty values
filtered out complaints with over 100 words
filtered out products, sub-products, issues and sub-issues with less than 30 occurrences
Purpose
Intended for use in the HPE Generative AI "Financial Customer Classification" tutorial.
No-Code Version (UI Only)
Notebooks Version
kz-gov-complaints-data-kz-ru
Kazakhstan Government Complaints Dataset (Kazakh/Russian)
Dataset Summary
This dataset contains synthetically generated citizen complaints directed to the Kazakhstan government along with estimated government responses. The data is generated using Gemini 2.5 Pro and includes complaints written in both Kazakh (kz) and Russian (ru) languages, reflecting the linguistic diversity of Kazakhstan's population.
The dataset aims to facilitate research in natural language… See the full description on the dataset page: https://huggingface.co/datasets/Adilbai/kz-gov-complaints-data-kz-ru.customer-complaints
License
apache-2.0
About
Source
https://catalog.data.gov/dataset/consumer-complaint-database
Data Prep
removed rows with empty values
filtered out complaints with over 100 words
filtered out products, sub-products, issues and sub-issues with less than 30 occurrences
Purpose
Intended for use in the HPE Generative AI "Financial Customer Classification" tutorial.
No-Code Version (UI Only)
Notebooks Version
Complaint_summary_dataset
Complaint Summary Dataset 📝⚖️
Complaint Summary Dataset is a high-quality collection of synthetic legal complaints and their concise summaries, designed for training AI models in legal incident summarization, text-to-text generation, and formal language understanding.
💡 Use Case
This dataset is perfect for:
Training LLMs (like LLaMA, Mistral) to summarize long legal complaint texts into precise summaries.
Fine-tuning legal assistants, legal chatbots, or documentation… See the full description on the dataset page: https://huggingface.co/datasets/navaneeth005/Complaint_summary_dataset.adaption-consumer-finance-complaints
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-consumer_finance_complaints
This dataset contains consumer complaints regarding financial products and services, including banking, credit cards, debt collection, and money transfers. Each entry consists of a user-submitted narrative describing a specific issue, paired with a structured classification of the product, issue type, and sub-issue. The content highlights common grievances… See the full description on the dataset page: https://huggingface.co/datasets/Fernandosr85/adaption-consumer-finance-complaints.consumer_complaints_cfpbafrica-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.