datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
gretel-financial-risk-analysis-v1
gretelai/gretel-financial-risk-analysis-v1
This dataset contains synthetic financial risk analysis text generated by fine-tuning Phi-3-mini-128k-instruct on 14,306 SEC filings (10-K, 10-Q, and 8-K) from 2023-2024, utilizing differential privacy. It is designed for training models to extract key risk factors and generate structured summaries from financial documents while demonstrating the application of differential privacy to safeguard sensitive information.
This dataset showcases… See the full description on the dataset page: https://huggingface.co/datasets/gretelai/gretel-financial-risk-analysis-v1.clone-of-gretel-financial-risk-analysis-v1
⚠️🔴 IMPORTANT NOTICE 🔴⚠️
This dataset is directly cloned from gretelai/gretel-financial-risk-analysis-v1 on Hugging Face. No modifications have been made to the original dataset, it is only for archival.
gretelai/gretel-financial-risk-analysis-v1
This dataset contains synthetic financial risk analysis text generated using differential privacy guarantees, trained on 14,306 SEC (10-K, 10-Q, and 8-k) filings from 2023-2024. The dataset is designed for training models to extract… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/clone-of-gretel-financial-risk-analysis-v1.africa-zimbabwe-eastern-and-southern-africa-risk-analysis-f9fcb526
Eastern and Southern Africa Risk Analysis | Africa (Zimbabwe official open data)
24 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Zimbabwe as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Eastern and Southern Africa Risk Analysis… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-zimbabwe-eastern-and-southern-africa-risk-analysis-f9fcb526.africa-south-sudan-eastern-and-southern-africa-risk-analysis-f9fcb526
Eastern and Southern Africa Risk Analysis | Africa (UNICEF Eastern and Southern Africa Regional Office (ESARO) (inactive))
24 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 24 rows from UNICEF Eastern and Southern Africa Regional Office (ESARO) (inactive), covering Eastern and Southern Africa Risk Analysis. It is published as ML-ready Parquet with consistent Hugging Face metadata, source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-eastern-and-southern-africa-risk-analysis-f9fcb526.gretel-financial-risk-analysis-v1
gretelai/gretel-financial-risk-analysis-v1
This dataset contains synthetic financial risk analysis text generated by fine-tuning Phi-3-mini-128k-instruct on 14,306 SEC filings (10-K, 10-Q, and 8-K) from 2023-2024, utilizing differential privacy. It is designed for training models to extract key risk factors and generate structured summaries from financial documents while demonstrating the application of differential privacy to safeguard sensitive information.
This dataset showcases… See the full description on the dataset page: https://huggingface.co/datasets/SushCodex/gretel-financial-risk-analysis-v1.algozee_credit-risk-and-loan-default-analysis-dataset
Credit Risk & Loan Default Analysis Dataset
Realistic Borrower Data for Classification and Financial Risk Modeling
Dataset Info
Source: Kaggle
Original Size: 0.07 MB
Kaggle Downloads: 869
Files: 1
Files
loan_risk_prediction_dataset.csv
Mirrored from Kaggle
africa-somalia-eastern-and-southern-africa-risk-analysis-f9fcb526
Eastern and Southern Africa Risk Analysis | Africa (UNICEF Eastern and Southern Africa Regional Office (ESARO) (inactive))
24 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 24 rows from UNICEF Eastern and Southern Africa Regional Office (ESARO) (inactive), covering Eastern and Southern Africa Risk Analysis. It is published as ML-ready Parquet with consistent Hugging Face metadata, source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-eastern-and-southern-africa-risk-analysis-f9fcb526.risk-analysis-dataset
Reddit Mental Health Risk Classification Dataset
Dataset Summary
This dataset is a curated mental health text classification dataset designed for training Natural Language Processing (NLP) models to identify different levels of mental health risk from social media posts.
The dataset was created by combining and preprocessing two publicly available Kaggle datasets:
Sentiment Analysis for Mental Health
Suicidal Tweet Detection Dataset
The original datasets were… See the full description on the dataset page: https://huggingface.co/datasets/gokulan006/risk-analysis-dataset.africa-burundi-eastern-and-southern-africa-risk-analysis-f9fcb526
Eastern and Southern Africa Risk Analysis | Africa (Burundi official open data)
24 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Burundi as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Eastern and Southern Africa Risk Analysis… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-burundi-eastern-and-southern-africa-risk-analysis-f9fcb526.africa-malawi-eastern-and-southern-africa-risk-analysis-f9fcb526
Eastern and Southern Africa Risk Analysis | Africa (Malawi official open data)
24 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Malawi as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Eastern and Southern Africa Risk Analysis
Publisher:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-malawi-eastern-and-southern-africa-risk-analysis-f9fcb526.riskanalysisecommerce_risk_analysis_syntheticreddit_post_risk_analysisconflict-analysis-risk-spreadriskAnalysisadaption-fleet-ops-risk-analysis
Fleet Operations Risk Analysis Dataset
This dataset contains 3,809 fleet operations risk assessment records designed for instruction tuning, logistics intelligence, transportation analytics, and operational risk management applications.
The dataset combines fleet monitoring, route planning, geofence assessment, fuel consumption analysis, vehicle lifecycle evaluation, and logistics risk management scenarios. Each record contains instruction-response pairs suitable for training… See the full description on the dataset page: https://huggingface.co/datasets/piyushsrivastava0708/adaption-fleet-ops-risk-analysis.rt-qa-risk-analysiscomplete_credit_risk_analysis_platform-logs_auditrt-qa-risk-analysis