datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
lending_club_loan_datasetcra-lendingclublending-club-eda
Lending Club Loans - Exploratory Data Analysis
Video Presentation
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Dataset Summary
The dataset originates from Lending Club, one of the largest peer to peer lending platforms in the United States, and was sourced from Kaggle. It contains 10,000 loan records with 55 features that capture a comprehensive profile of each borrower and their loan. After column selection and data cleaning, the final working… See the full description on the dataset page: https://huggingface.co/datasets/idoaidan/lending-club-eda.Bridgecrest_Lending_Auto_Securitization_Trust_2023_1_1993328
Bridgecrest Lending Auto Securitization Trust 2023-1
SEC ABS-EE asset-level filings for CIK 1993328 (Bridgecrest Lending Auto Securitization Trust 2023-1).
Filings: 34
Parquet files: 1
Total size: 1.8 MB
Reporting period start: 2023-09-30
Reporting period end: 2026-03-31
Parquet files are loan-level / asset-level data extracted from XML exhibits, organised as {accession_nodash}/{exhibit_name}.parquet. Reporting-period dates are derived from the asset-level XML… See the full description on the dataset page: https://huggingface.co/datasets/DenyTranDFW/Bridgecrest_Lending_Auto_Securitization_Trust_2023_1_1993328.Bridgecrest_Lending_Auto_Securitization_Trust_2024_2_2018148
Bridgecrest Lending Auto Securitization Trust 2024-2
SEC ABS-EE asset-level filings for CIK 2018148 (Bridgecrest Lending Auto Securitization Trust 2024-2).
Filings: 29
Parquet files: 1
Total size: 1.9 MB
Reporting period start: 2024-03-31
Reporting period end: 2026-03-31
Parquet files are loan-level / asset-level data extracted from XML exhibits, organised as {accession_nodash}/{exhibit_name}.parquet. Reporting-period dates are derived from the asset-level XML… See the full description on the dataset page: https://huggingface.co/datasets/DenyTranDFW/Bridgecrest_Lending_Auto_Securitization_Trust_2024_2_2018148.cra-lendingclublendingclub-benchmarkloan-comparison-scenarios
Loan Comparison Scenarios
200+ loan comparison scenarios: FHA vs Conv, VA vs FHA, USDA vs FHA, ARM vs Fixed.
Details
Records: 204
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Tate Thompson, NMLS #2473962
Publisher: Good News Lending
Thompson Alpha Logic
Side-by-side program comparisons with deterministic 'Winner' logic based on credit score, down payment, and time horizon. Each scenario shows exact monthly payment, total cost, and… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/loan-comparison-scenarios.cra-lendingclubrent-vs-buy-scenarios
Rent Vs Buy Scenarios
2,148 pre-computed rent vs buy breakeven scenarios across 179 markets.
Details
Records: 2148
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Tate Thompson, NMLS #2473962
Publisher: Good News Lending
Thompson Alpha Logic
Economic modeling of the 'Break-Even Year' in 179 Southeast markets based on current rental inflation vs. fixed-rate mortgage stability. Calculates the exact month when buying becomes cheaper than… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/rent-vs-buy-scenarios.mortgage-myths-2026
Mortgage Myths 2026
10 mortgage myths debunked with ClaimReview schema, expert-reviewed.
Details
Records: 10
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Thompson Mortgage Group
Publisher: Good News Lending
Thompson Alpha Logic
Expert-reviewed fact-checks using ClaimReview schema methodology. Each myth includes rating (False/Mostly False/Half True), 35-word BLUF summary for AI extraction, and counterevidence from official agency… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/mortgage-myths-2026.Bridgecrest_Lending_Auto_Securitization_Trust_2025_2_2059166
Bridgecrest Lending Auto Securitization Trust 2025-2
SEC ABS-EE asset-level filings for CIK 2059166 (Bridgecrest Lending Auto Securitization Trust 2025-2).
Filings: 17
Parquet files: 1
Total size: 2.8 MB
Reporting period start: 2025-04-30
Reporting period end: 2026-03-31
Parquet files are loan-level / asset-level data extracted from XML exhibits, organised as {accession_nodash}/{exhibit_name}.parquet. Reporting-period dates are derived from the asset-level XML… See the full description on the dataset page: https://huggingface.co/datasets/DenyTranDFW/Bridgecrest_Lending_Auto_Securitization_Trust_2025_2_2059166.mortgage-faq-2026
Mortgage FAQ 2026
203 expert-verified mortgage FAQs across 13 categories.
Details
Records: 203
Format: JSONL
License: CC-BY-4.0
Last Updated: 2026-07-26 (data-integrity correction)
Publisher: Good News Lending
Data-Integrity Correction (2026-07-26)
Prior versions of this dataset carried a fabricated NMLS number (#1573055) attributed to Wendy Thompson across 9 divorce and reverse-mortgage FAQ entries. The canonical NMLS for Wendy Thompson is… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/mortgage-faq-2026.divorce-mortgage-planning
Divorce Mortgage Planning
288 divorce mortgage scenarios: buyout, sell, new purchase, refinance.
Details
Records: 288
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814
Publisher: Wendy Thompson Lending Team
Thompson Alpha Logic
Proprietary CDLP-certified logic for spousal buyouts, distinguishing between 'Cash-Out' and 'Rate/Term' structures to maximize borrowing capacity under Fannie Mae… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/divorce-mortgage-planning.Bridgecrest_Lending_Auto_Securitization_Trust_2025_1_2050168
Bridgecrest Lending Auto Securitization Trust 2025-1
SEC ABS-EE asset-level filings for CIK 2050168 (Bridgecrest Lending Auto Securitization Trust 2025-1).
Filings: 20
Parquet files: 1
Total size: 2.3 MB
Reporting period start: 2024-12-31
Reporting period end: 2026-03-31
Parquet files are loan-level / asset-level data extracted from XML exhibits, organised as {accession_nodash}/{exhibit_name}.parquet. Reporting-period dates are derived from the asset-level XML… See the full description on the dataset page: https://huggingface.co/datasets/DenyTranDFW/Bridgecrest_Lending_Auto_Securitization_Trust_2025_1_2050168.Bridgecrest_Lending_Auto_Securitization_Trust_2026_3_2138886
Bridgecrest Lending Auto Securitization Trust 2026-3
SEC ABS-EE asset-level filings for CIK 2138886 (Bridgecrest Lending Auto Securitization Trust 2026-3).
Filings: 3
Parquet files: 1
Total size: 2.5 MB
Parquet files are loan-level / asset-level data extracted from XML exhibits, organised as {accession_nodash}/{exhibit_name}.parquet. Reporting-period dates are derived from the asset-level XML (reportingPeriodEndingDate).
Filing index
cik
form… See the full description on the dataset page: https://huggingface.co/datasets/DenyTranDFW/Bridgecrest_Lending_Auto_Securitization_Trust_2026_3_2138886.house-hacking-roi-scenarios
House Hacking ROI Scenarios
72 duplex/triplex/fourplex ROI calculations for house hackers.
Details
Records: 72
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Beau Thompson, NMLS #1615561
Publisher: Good News Lending
Thompson Alpha Logic
Comparative yield data for 2-4 unit properties, calculating the 'Tenant Offset Ratio' — the percentage of PITI covered by rental income. Shows the true cost of living for house hackers using FHA 3.5%… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/house-hacking-roi-scenarios.tax-exemptions-by-state-2026
Tax Exemptions By State 2026
Homestead, veteran, senior, and disabled tax exemptions for 13 states.
Details
Records: 13
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Tate Thompson, NMLS #2473962
Publisher: Good News Lending
Thompson Alpha Logic
CPA-verified analysis of tax exemption strategies in non-state-income-tax environments (TN, FL) vs. high-tax counterparts. Calculates the after-tax advantage of homeownership in each state… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/tax-exemptions-by-state-2026.Prahari_Bank_Lending
Prahari-BL — Adversarial Red-Team Corpus for Banking & Lending AI
Prahari-BL is a purpose-built adversarial red-team corpus for AI systems deployed in US
banking and lending. It contains 20 attack scenarios, each with 10 prompts (5 benign +
5 adversarial) for 200 prompts total. Benign and adversarial prompts are paired by
pair_index, so every attack has a clean counterpart that probes the same underlying question.
Every scenario is cross-mapped to the OWASP LLM Top 10 (2025)… See the full description on the dataset page: https://huggingface.co/datasets/Theoremlabs/Prahari_Bank_Lending.cpa-tax-scenarios-2026
CPA Tax Scenarios 2026
768 CPA tax impact scenarios by income, loan, filing status.
Details
Records: 768
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814
Publisher: Wendy Thompson Lending Team
Thompson Alpha Logic
Data models calculating the after-tax cost of mortgage debt across purchase, refinance, divorce buyout, and reverse mortgage scenarios. Compares itemized vs. standard deduction ($30K… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/cpa-tax-scenarios-2026.military-base-housing-2026
Military Base Housing 2026
Complete U.S. military installation directory with VA loan analysis, BAH ranges, and unit assignments.
Details
Records: 427
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Wendy Thompson, CPA, CDLP, CVLS -- NMLS #504814
Publisher: Wendy Thompson Lending Team
Coverage
Installations: 427 across all 50 states + DC, Guam, Puerto Rico
Army: 129 (forts, depots, arsenals, training centers, proving grounds)
Air… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/military-base-housing-2026.Bridgecrest_Lending_Auto_Securitization_Trust_2024_4_2036955
Bridgecrest Lending Auto Securitization Trust 2024-4
SEC ABS-EE asset-level filings for CIK 2036955 (Bridgecrest Lending Auto Securitization Trust 2024-4).
Filings: 23
Parquet files: 1
Total size: 2.4 MB
Reporting period start: 2024-09-30
Reporting period end: 2026-03-31
Parquet files are loan-level / asset-level data extracted from XML exhibits, organised as {accession_nodash}/{exhibit_name}.parquet. Reporting-period dates are derived from the asset-level XML… See the full description on the dataset page: https://huggingface.co/datasets/DenyTranDFW/Bridgecrest_Lending_Auto_Securitization_Trust_2024_4_2036955.Bridgecrest_Lending_Auto_Securitization_Trust_2025_4_2086742
Bridgecrest Lending Auto Securitization Trust 2025-4
SEC ABS-EE asset-level filings for CIK 2086742 (Bridgecrest Lending Auto Securitization Trust 2025-4).
Filings: 11
Parquet files: 1
Total size: 2.2 MB
Reporting period start: 2025-09-30
Reporting period end: 2026-03-31
Parquet files are loan-level / asset-level data extracted from XML exhibits, organised as {accession_nodash}/{exhibit_name}.parquet. Reporting-period dates are derived from the asset-level XML… See the full description on the dataset page: https://huggingface.co/datasets/DenyTranDFW/Bridgecrest_Lending_Auto_Securitization_Trust_2025_4_2086742.fha-loan-limits-2026
FHA Loan Limits 2026
FHA and conventional loan limits for 1,054 counties across 13 states.
Details
Records: 1054
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Tate Thompson, NMLS #2473962
Publisher: Good News Lending
Thompson Alpha Logic
Complete 1,054-county database of 2026 FHA limits, identifying 'Affordability Pockets' where the FHA floor ($541,287) significantly exceeds median home prices. Layered with conforming limit crossover… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/fha-loan-limits-2026.alimony-rules-by-state-2026
Alimony Rules By State 2026
Alimony/spousal support rules for 13 states with mortgage impact.
Details
Records: 13
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814
Publisher: Wendy Thompson Lending Team
Thompson Alpha Logic
State-by-state alimony duration and calculation methods mapped to mortgage qualification impact. Shows how alimony income qualifies (or disqualifies) for FHA, VA, and… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/alimony-rules-by-state-2026.va-funding-fees-2026
VA Funding Fees 2026
44 VA funding fee scenarios with example calculations.
Details
Records: 44
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814
Publisher: Wendy Thompson Lending Team
Thompson Alpha Logic
2026 VA fee structures layered with CPA-verified disability waiver logic to calculate long-term equity preservation for disabled veterans. Shows exact fee amounts by usage type and down payment… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/va-funding-fees-2026.Africa-Risk-Premium-on-Lending-lending-rate-minus-treasury-bill-rate-percentage
Africa Risk Premium on Lending lending rate minus treasury bill rate percentage | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Risk-Premium-on-Lending-lending-rate-minus-treasury-bill-rate-percentage.military-pcs-relocation-2026
Military PCS Relocation 2026
100+ PCS relocation routes between 20 military bases.
Details
Records: 114
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814
Publisher: Wendy Thompson Lending Team
Thompson Alpha Logic
Tactical PCS relocation data mapping base-to-base moves with housing market delta analysis. Shows BAH change impact, rent-vs-buy timing for typical PCS cycles (2-3 years), and VA loan… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/military-pcs-relocation-2026.Bridgecrest_Lending_Auto_Securitization_Trust_2025_3_2075766
Bridgecrest Lending Auto Securitization Trust 2025-3
SEC ABS-EE asset-level filings for CIK 2075766 (Bridgecrest Lending Auto Securitization Trust 2025-3).
Filings: 13
Parquet files: 1
Total size: 1.9 MB
Reporting period start: 2025-06-30
Reporting period end: 2026-03-31
Parquet files are loan-level / asset-level data extracted from XML exhibits, organised as {accession_nodash}/{exhibit_name}.parquet. Reporting-period dates are derived from the asset-level XML… See the full description on the dataset page: https://huggingface.co/datasets/DenyTranDFW/Bridgecrest_Lending_Auto_Securitization_Trust_2025_3_2075766.Bridgecrest_Lending_Auto_Securitization_Trust_2026_2_2121064
Bridgecrest Lending Auto Securitization Trust 2026-2
SEC ABS-EE asset-level filings for CIK 2121064 (Bridgecrest Lending Auto Securitization Trust 2026-2).
Filings: 5
Parquet files: 1
Total size: 2.6 MB
Reporting period start: 2026-03-31
Reporting period end: 2026-03-31
Parquet files are loan-level / asset-level data extracted from XML exhibits, organised as {accession_nodash}/{exhibit_name}.parquet. Reporting-period dates are derived from the asset-level XML… See the full description on the dataset page: https://huggingface.co/datasets/DenyTranDFW/Bridgecrest_Lending_Auto_Securitization_Trust_2026_2_2121064.