datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
credit-card-clients
Default of Credit Card Clients Dataset
The following was retrieved from UCI machine learning repository.
Dataset Information
This dataset contains information on default payments, demographic factors, credit data, history of payment, and bill statements of credit card clients in Taiwan from April 2005 to September 2005.
Content
There are 25 variables:
ID: ID of each client
LIMIT_BAL: Amount of given credit in NT dollars (includes individual and family/supplementary credit
SEX:… See the full description on the dataset page: https://huggingface.co/datasets/scikit-learn/credit-card-clients.uci-credit-card-defaultCreditcard-fraud-detection
Credit Card Fraud Detection
This dataset was downloaded from https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud/data adn uploaded for educational purposes.
credit-card-transactioncredit-cardPort of the credit-card dataset from UCI (link here). See details there and use carefully.
Basic preprocessing done by the imodels team in this notebook.
The target is the binary outcome default.payment.next.month.
Sample usage
Load the data:
from datasets import load_dataset
dataset = load_dataset("imodels/credit-card")
df = pd.DataFrame(dataset['train'])
X = df.drop(columns=['default.payment.next.month'])
y = df['default.payment.next.month'].values
Fit a model:
import… See the full description on the dataset page: https://huggingface.co/datasets/imodels/credit-card.CIS435-CreditCardFraudDetectioncredit_card_fraud_transactionshome_creditgerman-credit-risk_credit-scoring_mlp
🏦 German Credit Risk - Dataset para MLP
Este dataset es parte del curso de Deep Learning impartido en el canal de YouTube de inGeniia. Se utiliza para demostrar la implementación de un Perceptrón Multicapa (MLP) para tareas de clasificación binaria (riesgo crediticio).
Descripción del Proyecto
El objetivo de este dataset es predecir si un cliente representa un buen o mal riesgo crediticio basándose en una serie de atributos financieros y personales.
Problema:… See the full description on the dataset page: https://huggingface.co/datasets/inGeniia/german-credit-risk_credit-scoring_mlp.africa-synth-financial-inclusion-credit-access-patterns-africa-all
Africa Synth Financial Inclusion Credit Access Patterns Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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 notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-financial-inclusion-credit-access-patterns-africa-all.credit-default-taiwan
Default of Credit Card Clients (Taiwan) — xaitalk example-data mirror
Mirror of the UCI Default of Credit Card Clients dataset, hosted as a reliable runtime fallback for xaitalk's TreeSHAP example. 30,000 clients x 23 features (credit limit, age, repayment history PAY_*, bill/payment amounts), binary target = default next month.
Source: UCI Machine Learning Repository (https://archive.ics.uci.edu/dataset/350/default+of+credit+card+clients). Credit to the original creator… See the full description on the dataset page: https://huggingface.co/datasets/xaitalk/credit-default-taiwan.credit-risk-eda
Credit Risk Analysis — Exploratory Data Analysis (EDA)
1. Objective
This project identifies the key factors influencing loan default risk through exploratory data analysis. The README focuses on the most informative variables; the full analysis and code are available in the accompanying Google Colab notebook.
2. Dataset Overview
The dataset contains borrower level information used to analyze credit default risk. Each observation represents a single loan… See the full description on the dataset page: https://huggingface.co/datasets/Uris001/credit-risk-eda.Machine-Learning-Credit-Card-Fraud-Detection-ProjectCreditcardcreditcard-fraud-datasetcredit-risk-datasetscredit-card-fraud-detection
Credit Card Fraud Detection – Processed Dataset
This dataset contains preprocessed credit card transaction data prepared for fraud detection tasks.
Data Description
The dataset is derived from anonymized transaction records and includes numerical features (V1–V28), transaction amount, and time-based information.
Preprocessing Steps
Feature scaling and normalization
Handling class imbalance
Feature selection based on correlation analysis
Removal of irrelevant… See the full description on the dataset page: https://huggingface.co/datasets/jyunyilin/credit-card-fraud-detection.bnpl-credit-performancecredit_card_transactionsafrica-synth-agriculture-agricultural-credit-access-africa-all
Africa Synth Agriculture Agricultural Credit Access Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: agriculture_food - 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 notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-agriculture-agricultural-credit-access-africa-all.credit-card-fraud-gansCredit-score-analysis
Credit Score Classification - Exploratory Data Analysis (EDA)
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Credit Score Classification - Exploratory Data Analysis (EDA)
Project Overview
In this project, I performed a comprehensive Exploratory Data Analysis (EDA) on a Credit Score dataset. My main goal was to transform a messy, real-world dataset into a clean, analyzed resource to uncover the key financial behaviors that determine a… See the full description on the dataset page: https://huggingface.co/datasets/Davichick/Credit-score-analysis.Africa-Domestic-Credit-to-Private-Sector-by-Banks-percentage-of-GDP
Africa Domestic Credit to Private Sector by Banks percentage of GDP | Africa (World Bank)
Size category: n<1K - Formats: csv - 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 notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Domestic-Credit-to-Private-Sector-by-Banks-percentage-of-GDP.credit-card-fraud-CLEAN📦 Dataset Card: credit-card-fraud-CLEAN
Original Dataset: "https://huggingface.co/datasets/dazzle-nu/CIS435-CreditCardFraudDetection"
New Features
category (float): The category of the transaction. Mapping:{
'entertainment': 0.0,
'food_dining': 1.0,
'gas_transport': 2.0,
'grocery_net': 3.0,
'grocery_pos': 4.0,
'health_fitness': 5.0,
'home': 6.0,
'kids_pets': 7.0,
'misc_net': 8.0,
'misc_pos': 9.0,
'personal_care': 10.0,
'shopping_net': 11.0… See the full description on the dataset page: https://huggingface.co/datasets/MaxPrestige/credit-card-fraud-CLEAN.synthetic_credit_card_default
Synthetic Credit Card Default Dataset
High-fidelity synthetic dataset for financial AI research, created with Syncora.ai
✅ What's in This Repo?
This repository includes:
✅ Synthetic Credit Card Default Dataset (CSV) → Download Here
✅ Jupyter Notebook for Analysis & Modeling → Open Notebook
✅ Instructions for generating your own synthetic data using Syncora API
📘 About This Dataset
This dataset contains realistic, fully synthetic credit card… See the full description on the dataset page: https://huggingface.co/datasets/strova-ai/synthetic_credit_card_default.Africa-Domestic-Credit-to-Private-Sector-percentage-of-GDP
Africa Domestic Credit to Private Sector percentage of GDP | Africa (World Bank)
Size category: n<1K - Formats: csv - 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 notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Domestic-Credit-to-Private-Sector-percentage-of-GDP.creditcardfraudCredit_Card_Fraud_Analysis_ProjectCredit Card Fraud Detection Analysis and Preprocessing -
Introduction, Data Source, and Project Goal
This project presents an Exploratory Data Analysis (EDA) and strategic data preparation for a credit card fraud detection dataset. The dataset, sourced from Kaggle, contains over 280,000 records. The primary challenge identified is extreme class imbalance, as less than 0.2% of transactions are fraudulent. The goal is to prepare the data for a classification model capable of predicting whether… See the full description on the dataset page: https://huggingface.co/datasets/Barvero/Credit_Card_Fraud_Analysis_Project.financial_credit_dataset
Financial Credit Card Dataset — Free Financial Dataset 💳
High-Fidelity Financial Dataset for ML & AI Research, Credit Risk Modeling, and LLM Training
🌟 About This Dataset
This financial dataset provides synthetic credit and debit card records, including card brand, type, credit limits, issuance dates, CVV, and more.All records are privacy-safe, making it ideal for ML experimentation, AI research, and dataset for LLM training.
Visit our website to learn more about the… See the full description on the dataset page: https://huggingface.co/datasets/strova-ai/financial_credit_dataset.credit_card_fraud