wealthschema/data sets

Wealth Data Sets

30 purpose-built Data Sets plus the WealthSynth Master Corpus. Every Data Set ships in JSON and CSV with a Methodology PDF documenting field derivations, statistical calibration, and integration guidance. Format availability per Data Set is shown on each card.

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Methodology PDF
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Compliance & Audit

Audit-ready households for Reg BI, fiduciary review, fee benchmarking, and lending fairness. Built for compliance teams, supervisory testers, and RIA onboarding.

B01Best Seller

Reg BI Suitability Audit Pack

130 synthetic households tuned for Reg BI suitability testing — concentrated holdings, age 75+, recent inheritance, cognitive decline markers, and risk-mismatch flags. Each record carries the eligibility triggers required to exercise broker-dealer supervisory workflows end to end.

JSONCSVMethodology PDF
$5,000
130 households
one-time
B04

Cash Flow Stress Test Dataset

270 households with monthly cash-flow models including income shocks, expense spikes, and liquidity-stress scenarios. Variable-income earners, single parents, gig workers, distressed mortgages, and post-divorce rebuild cases. Each household has 96 monthly snapshots.

JSONCSVParquetMethodology PDF
$4,000
270 households
one-time
B07

Fiduciary Fee Benchmark Dataset

130 affluent and HNW households with detailed fee structures: AUM-based advisory fees, tiered breakpoints, fund expense ratios, transaction costs, and tax-drag estimates. Includes complex fee arrangements (multi-firm, family-office, performance-based).

JSONCSVParquetMethodology PDF
$4,000
130 households
one-time
B14

RIA Onboarding Stress Test Pack

400 prospect households covering RIA client variety from formation through retirement. KYC-complete records, goal-based planning fields, initial recommendation outputs, and CRM-compatible field naming. The broadest single bundle by archetype coverage.

JSONCSVMethodology PDF
$2,500
400 households
one-time
B23

CRA / Underserved Lending Pack

100 households underserved by traditional financial services: thin-credit-file ITIN filers, post-bankruptcy rebuilders, low-income working families, recent immigrants, disability claimants, and cannabis-industry workers. Useful for CRA-aligned lending and inclusion analytics.

JSONCSVMethodology PDF
$4,000
100 households
one-time
B29

CDFI / Underbanked Pack

80 underbanked and underserved households: prepaid-card users, check-cashing customers, ITIN filers, post-bankruptcy unbanked, and cash-economy participants. Companion to B23 (CRA) but focused on transactional / banking inclusion rather than lending.

JSONCSVMethodology PDF
$3,500
80 households
one-time

Tax Planning

Tax-complex households for harvesting algorithms, equity comp, K-1 pass-throughs, QSBS, crypto, and multi-state planning. Field-level cost basis, lots, and tax events.

B02Most Popular

Tax-Loss Harvesting Simulator

350 households with detailed taxable brokerage positions, lot-level cost basis, unrealized gain/loss schedules, and wash-sale tracking. Specific-ID lots, holding periods, QSBS attestations, and cross-account wash-sale flags — built for direct-indexing engines and TLH backtesters.

JSONCSVParquetMethodology PDF
$4,500
350 households
one-time
B16New

Equity Compensation Tax Pack

150 households with detailed equity compensation: RSU vesting calendars, ISO/NQSO grants, ESPP with lookback, 83(b) elections, AMT exposure, and exercise window expirations. Each grant has a structured grant_type, vesting schedule, and vested-to-date calculation.

JSONCSVParquetMethodology PDF
$6,000
150 households
one-time
B17

Small Business / K-1 Tax Pack

140 small business owner households across LLC, S-Corp, and partnership structures. Each carries reasonable-salary calculations, K-1 distributions, QBI deduction modeling (with SSTB classification and phaseout), guaranteed payments, and capital account tracking.

JSONCSVMethodology PDF
$5,000
140 households
one-time
B20

Founder & QSBS Tax Planning Pack

60 founder and early-employee households with QSBS Section 1202 attestation chains, 5-year holding period satisfaction, gross-asset tests at issuance, and stacking via non-grantor trusts. Includes IPO and secondary-sale liquidity events.

JSONCSVParquetMethodology PDF
$8,000
60 households
one-time
B21

Crypto & DeFi Tax Pack

50 crypto-heavy households with detailed wallet inventories, transaction histories, cost-basis lots (FIFO/specific-ID), DeFi positions (LP, staking, lending), NFT income, airdrops, and 1099-DA reconciliation. Self-custody and exchange-custody both represented.

JSONCSVParquetMethodology PDF
$6,000
50 households
one-time
B22

Multi-State Tax Optimization Pack

320 households with multi-state tax exposure: HCOL-to-LCOL relocations, dual residency, MA millionaires tax, NY/CA convenience-of-employer rules, and digital nomads with no fixed domicile. Each carries source-state allocation history and residency change events.

JSONCSVParquetMethodology PDF
$4,500
320 households
one-time

Retirement & Healthcare

Near-retiree, retiree, and benefits households with multi-source income modeling: Social Security, pensions, RMDs, IRMAA, HSAs, and withdrawal sequencing.

Estate & Wealth Transfer

Estate, trust, and wealth-transfer households for legacy planning, dynasty trusts, beneficiary stress tests, and life-event transitions.

Risk & Underwriting

Underwriting, illustration, and stress-test households with insurance schedules, mortgage exposure, claims history, and cybersecurity risk overlays.

Client Segments

Specialized client segments with distinct planning needs: ESG, next-gen, student debt, military, faith-based, gig income, and behavioral coaching cohorts.

B05

Alt Investment Suitability Dataset

230 accredited and qualified-purchaser households with private equity, hedge fund, real assets, and private credit exposure. SEC accreditation status, illiquidity tolerance scoring, capital-call schedules, vintage-by-vintage TVPI/DPI/IRR for PE positions.

JSONCSVParquetMethodology PDF
$3,000
230 households
one-time
B08

ESG Values Alignment Auditor

25 households tagged for the conditional ESG / values overlay (one of two bundles where race/ethnicity and religion fields are populated, per the v4 privacy contract). MSCI ESG taxonomy alignment, sector exclusion lists, impact allocation percentages, and DAF holdings.

JSONCSVMethodology PDF
$3,500
25 households
one-time
B09

Next-Gen Attrition Predictor Dataset

15 next-generation wealth-recipient households (teen/young-adult heirs from HNW families) with engagement metrics, custodial account structures, kiddie-tax modeling, and intergenerational communication scoring. Companion pack to B11 (Wealth Transfer Readiness).

JSONCSVMethodology PDF
$5,000
15 households
one-time
B19

Student Debt Optimization Dataset

180 households with detailed student loan data: loan types, servicers, IDR plan enrollment, PSLF qualifying-payment counts, refinancing history, and forgiveness-tax-bomb projections. Includes Parent PLUS borrowers and double-consolidation paths.

JSONCSVMethodology PDF
$2,500
180 households
one-time
B24

Impact & Faith Investment Pack

50 households with values-driven investment overlays: ESG screening, halal/biblically-responsible exclusions, impact bond allocations, DAF management, and shareholder advocacy participation. Companion to B08 (ESG Values Alignment) — fully populates the demographic conditional overlay.

JSONCSVMethodology PDF
$4,000
50 households
one-time
B25

Military & Veterans Financial Pack

90 active-duty, retired, and veteran households spanning enlisted to officer ranks. BRS pension elections, TSP allocations, VA loan entitlements, BAH/BAS allowances, SBP elections, VA disability compensation, CRDP/CRSC, and PSLF for nonprofit-employed veterans.

JSONCSVMethodology PDF
$3,500
90 households
one-time
B26

Faith-Based & International Households Pack

70 households with international or faith-based financial considerations: H-1B visa-dependent earners, recent immigrants navigating ITIN-to-SSN transitions, FBAR/FATCA filers, and faith-based investors with strict exclusions. Conditional populates religion field per PLAN privacy contract.

JSONCSVMethodology PDF
$4,000
70 households
one-time
B28

Gig & Variable Income Pack

100 households with non-W-2 income patterns: gig workers, creators, freelancers, royalty-income artists, military with variable allowances, and remote-worker digital nomads. Variable cash flow modeling, quarterly estimated tax payments, self-employed retirement plans.

JSONCSVMethodology PDF
$3,500
100 households
one-time
B30

Behavioral Finance Coaching Pack

130 households with elevated behavioral risk: financial-anxiety avoiders, overconfident DIY investors with concentration, lifestyle-inflation spenders, post-divorce rebuilders, and student-loan tax-bomb candidates. Each carries a behavioral profile and intervention-trigger flags.

JSONCSVMethodology PDF
$4,000
130 households
one-time

Master Corpus

The full corpus — every household, every overlay, every document. The single deliverable that powers all other Data Sets.

B31Everything

WealthSynth Master Corpus

Everything: all 1,451 households, all 71 archetypes, every bundle overlay (30 bundles), and 96 monthly longitudinal snapshots per household — delivered as structured JSON profiles. The single source-of-truth corpus that powers every WealthSynth bundle. Includes the full schema documentation and conditional-overlay guide.

JSONCSVParquetMethodology PDF
$12,500
1,451 households
one-time
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