Useful evidence stays visible. Rankable evidence clears a higher bar.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · Good confidence

Official integrated micro/macro household net-worth and liability context, including all-household averages and wealth averages by equivalised disposable-income quintile.

The 2021–22 groups are sorted by income rather than net worth, so their group averages are not wealth percentile thresholds. The older 2019–20 SIH direct wealth-decile boundaries remain the stronger personal-ranking geometry.

High official grouped context · Recent historical

Official ABS published statistics. WORTH99 preserves the source grouping and does not convert income-quintile averages into wealth percentiles.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

A modeled Botswana household net-wealth distribution built from survey and administrative aggregates, including modeled inequality and wealth summaries by income decile.

The published wealth shares are grouped by income decile rather than wealth rank, and no monetary wealth-percentile cutoff ladder is published. WORTH99 does not relabel income-decile wealth shares as wealth-ranked percentiles or infer cutoffs from modeled inequality statistics.

Modeled wealth distribution context · Historical modeled estimate

The World Bank report permits noncommercial reproduction. WORTH99 keeps this modeled result as source-linked Explore context and does not promote its values into the personal-ranking engine.

A rich official household budget survey covering consumption, income, asset acquisitions, liability repayments and household characteristics.

The relevant asset and liability variables are transaction flows rather than a complete current-value household balance sheet, so they cannot support a defensible personal net-worth percentile.

Strong official context · Historical

IBGE News Agency permits reproduction of its published content with source citation. WORTH99 uses only source-faithful published flow context and preserves the stock-versus-flow target mismatch.

Eligible wealth thresholds supporting the calculator. Registered coverage: P5–P95.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P50–P99.

Harmonized data · Good confidence

Current official national-urban Household financial and non-pension net-wealth distribution context from EFH 2024. The source defines household wealth from assets and debts while excluding mandatory pension savings and including voluntary pension savings.

The official publication contains current wealth-distribution landmarks, but WORTH99 does not have production-compatible commercial reuse clearance for republishing those numeric figures. Explore therefore exposes source identity and wealth-definition metadata only and does not splice, rescale or currentize the production-cleared 2017 Chile calculator curve.

High-quality current official household distribution context · Current

EFH researcher microdata are scientific/research-use material, and WORTH99 has not established commercial publication clearance for the EFH 2024 result-document figures. Verified CLP mean, median and P75 values are deliberately withheld from production copy and the fact registry pending an explicit compatible reuse channel.

A large weighted household-finance survey with current housing, other-real-estate and business values, financial-asset balances, voluntary-pension balances and multiple outstanding debt balances for its defined Bogotá, Medellín and Cali survey universe.

IEFIC is not a national all-household sample: its expansion factor represents financially served urban households in Bogotá, Medellín and Cali. That reference-population mismatch cannot be repaired by weighting, so WORTH99 does not present it as a Colombia national percentile curve.

Strong restricted-universe balance-sheet context · Historical

DANE public-use data are available with attribution, but rights do not cure the survey-universe mismatch. Explore preserves the defined reference population instead of generalizing it to all Colombian households.

Measured household assets and total household credit from the 2022 financial-household survey. The released balance sheet covers useful real and financial pieces, but several major asset classes are omitted.

The measured asset set is incomplete for total household net worth, so a personal percentile would overstate precision. WORTH99 keeps the source visible for exploration instead.

Useful partial balance sheet · Recent

Public-use source. Commercial derived-use is not cleared in the current WORTH99 manifest, so Explore republishes metadata/context rather than reconstructed microdata outputs.

Current official Household income, consumption and non-consumption expenditure flow context from ENIGH 2024, whose fieldwork ran from February 2024 through January 2025.

ENIGH measures income, consumption, expenditure and related transactions rather than a current household balance-sheet stock. WORTH99 does not relabel income minus consumption as savings or net worth, convert debt transactions into outstanding liability stock, relabel flow distributions as wealth percentiles, or use ENIGH to replace the separate ENFIHO 2022 financial-household source.

High-quality current official household flow context · Current

The official ENIGH 2024 report permits total or partial reproduction for educational purposes and without profit, with attribution. WORTH99 therefore exposes source metadata and scope only and does not republish the report's numeric income or expenditure figures in its commercial production fact layer.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P50–P99.

Harmonized data · Good confidence

Official register-based individual net-wealth thresholds for persons aged 18+ at every percentile P1–P99 in nominal 2024 DKK, including the directly observed negative lower tail.

FORMUE16 is a person-level direct distribution. WORTH99 keeps it as Explore evidence and does not map, rescale or splice Individual 18+ thresholds onto the separate Household Denmark calculator route.

High-quality current official register distribution · Current

Statistics Denmark permits reuse of dst.dk and StatBank content, including commercial use, with source attribution under terms corresponding to CC BY 4.0. FORMUE16 applies confidentiality caps, and the 2024 property-valuation-system transition creates a documented data break; those caveats remain part of the source interpretation.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

A nationally representative survey with unusually strong monetary coverage of land, dwellings, livestock, household assets, nonfarm enterprises and current financial-asset values.

The credit module lacks a current amount-still-owed field, so the asset side is much stronger than the liability side and a complete net-worth distribution is not defensible.

Strong asset-side evidence · Historical

Public-use source. Explore exposes the asset-valuation strength while keeping missing current liability stocks visible rather than estimating them from loan schedules.

Newer official household survey context covering physical and financial assets, housing, nonfarm enterprises, agriculture and livestock, credit, household weights and related financial-inclusion evidence within the restricted Wave 5 survey geography.

The audited Wave 5 source does not establish a complete contemporaneous current-liability stock, and its survey universe excludes Tigray with reduced coverage in parts of Afar, Amhara and Oromia. WORTH99 therefore does not generalize it into a national household net-worth percentile or use it to replace the broader ESS4 context.

Strong restricted-geography official survey candidate · Recent historical

The World Bank catalog classifies the files as public use subject to registration and terms, while general Public Use File terms restrict redistribution or sale and do not affirmatively clear commercial microdata-derived statistics. WORTH99 exposes source metadata and module scope only, does not host or redistribute the ESPS microdata, and publishes no weighted microdata-derived production facts under this source.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P95.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P99.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

A national living-standards survey with household durables and assets, agricultural land/assets, savings-account balances and credit modules. The screened farm-land module includes current-sale valuation.

The audited modules do not establish a complete current owner-occupied dwelling and physical-asset stock or a clean contemporaneous all-household outstanding-liability stock, so a personal net-worth percentile would require unsupported reconstruction.

Useful research balance-sheet context · Historical

Ghana Statistical Service public-use microdata terms restrict the files to research/statistical use and do not clear commercial redistribution. Explore therefore exposes source scope and provenance rather than a microdata-derived WORTH99 curve.

A nationally representative purpose-built asset survey with market/selling-price valuation of physical assets and published gross-asset wealth analysis.

Financial assets and debts were collected only from the principal male/female respondents rather than every household member, and the published wealth construct is gross asset wealth rather than a complete all-household assets-minus-liabilities stock.

Useful gross-asset wealth context · Historical

WORTH99 did not complete a separate commercial-reuse rights audit after this source failed the wealth-target completeness screen. Explore exposes the published survey scope and respondent-coverage limitation only; it does not treat publication access as production clearance, assume the two interviewed adults exhaust household financial assets/debts, or convert gross asset wealth into net worth.

Official national household living-standards context covering financial services, credit and asset-related subject matter from GLSS7, without asserting a complete current monetary household balance sheet.

WORTH99 has not established a complete production-authorized current stock of housing, land, enterprise wealth, monetary durables, savings/financial balances and contemporaneous all-household outstanding liabilities from GLSS7. It therefore cannot support a household net-worth percentile, and WORTH99 does not infer module/value continuity from the older GLSS6 round.

Useful official household asset and financial context · Historical

Ghana Statistical Service public-use conditions limit the microdata to statistical/scientific research and prohibit redistribution or sale without written agreement. WORTH99 exposes source identity, national scope and module-level context only and publishes no commercial microdata-derived percentage, balance or aggregate under this source.

Direct official Great Britain total-household-wealth thresholds from P10 through P99, including a median of £293,700, P90 of £1,200,500 and P99 of £3,121,500.

This is a Great Britain distribution, not a full United Kingdom distribution: Northern Ireland is outside the WAS reference population. WORTH99 therefore keeps it visible for exploration without silently relabelling it as the UK country-ranking route.

High direct area evidence · Recent historical

ONS published statistics are reusable under the UK Open Government Licence v3.0. Round 8 granular estimates also carry ONS quality/accreditation cautions, which remain visible in WORTH99 source notes.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Official aggregate household debt indicators and a staff-estimated household net-worth-to-liabilities ratio for macro financial-stability context.

The published figures are sector-level ratios, not household observations or wealth-ranked thresholds, so a personal percentile cannot be recovered from them.

High-quality official aggregate · Current

HKMA copyright terms permit reproduction only for non-commercial purposes unless prior written consent is obtained. WORTH99 therefore keeps this source as metadata/context only and does not republish its numeric ratios in commercial production.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Average physical and financial assets and average outstanding cash debt for rural and urban households in India, as at 30 June 2018. Each average covers all households in its group, including households without debt.

These are rural and urban averages—not the wealth of a typical household or a breakdown of how many households have more or less. They cannot tell you where your own net worth ranks in India. WORTH99 does not subtract the averages to invent a median or ranking.

Source-published official household-group means — Explore only · Historical — 2018 stock reference, 2019 survey fieldwork

The four NSO/MoSPI-authored rural and urban household averages come directly from the official PIB NSS 77th round press release. PIB's published copyright policy permits accurate reproduction of its own website material without prior approval, with prominent source acknowledgment; third-party material is excluded. WORTH99 reproduces only these four published aggregate figures, not respondent-level NSS data or other separately governed survey products. This source cannot support a personal net-worth percentile and does not imply Government of India endorsement.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P99.

Direct data · High confidence

National household survey data with current dwelling/land valuation and item-level outstanding credit information alongside wider household economic modules.

A complete current financial-asset balance sheet and full monetary valuation for key agricultural/livestock stocks were not verified, so the survey cannot yet support a complete net-worth curve.

Useful housing and debt context · Historical

Official source metadata is public; microdata access is controlled. Explore presents the documented balance-sheet pieces and source link rather than reconstructing missing asset stocks.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

A PCA-based household asset index used to place households into wealth quintile groups for survey analysis.

The wealth index is a relative PCA score, not monetary assets minus liabilities. Quintile membership therefore cannot be converted into WORTH99 net-worth thresholds.

High-confidence asset-index context · Historical

Replication code/package licensing does not automatically relicense embedded survey data. Explore identifies the index for context without presenting PCA groups as monetary net worth.

A current nationally representative survey with housing, durable goods, farm capital, enterprises, credit, savings, land, livestock and other agricultural modules.

The survey is technically promising, but WORTH99 has not frozen a complete monetary balance-sheet construction and the public-use terms prohibit commercial use.

Strong current survey candidate · Current

Public-use access is research/noncommercial under the current terms. Explore shows survey scope and source metadata only; it does not republish a commercial microdata-derived wealth curve.

Published 2010 household wealth-concentration analysis, including national top-tail comparisons and separate rural/urban wealth-share evidence from the World Bank working-paper version.

The working-paper version publishes concentration and share statistics rather than a monetary P10–P90 boundary ladder. Later 2018 article revisions contain different concentration values and are not silently imported into this source lineage. Concentration statistics are useful Explore context but are not percentile cutoffs.

Published net-worth concentration summary · Historical

The World Bank working-paper version is CC BY 3.0 IGO for aggregate statistics actually published in that version. Later article/accepted-manuscript values are a separate version-and-rights lineage and are not treated as World Bank-cleared facts. The underlying Malawi IHS3 microdata remain separately restricted.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P5–P95.

Direct data · Good confidence

Official national adult financial-inclusion indicators covering access to formal financial products, savings accounts, credit, insurance and retirement accounts among the comparable 18–70 population.

ENIF measures adult financial-product access and use rather than household monetary asset balances minus liabilities or a wealth-ranked distribution, so it cannot support a household net-worth percentile or currentize the 2019 ENFIH wealth curve.

High-quality current official national survey context · Current

INEGI free-use terms permit copying, publication, adaptation/extraction and commercial exploitation with attribution and disclosure of transformations. WORTH99 reproduces the governed published percentages unchanged as Explore context and does not present its selection or framing as INEGI analysis.

Current national evidence on financial access and use, savings, borrowing, insurance, remittances and related household socioeconomic context across all regions.

The unit of analysis is a selected adult and the survey is designed around financial behaviour rather than a complete household asset-minus-liability stock.

High-quality financial context · Current

NSA published products may be used and copied without further copyright permission provided the Agency is acknowledged as supplier/copyright owner. WORTH99 keeps the reference-unit and target mismatch explicit instead of converting financial-inclusion responses into a household wealth percentile.

IMF staff estimates of average household wealth by wealth decile, wealth composition and inequality context based on Namibia HIES 2015/16.

The published chart reports decile averages/composition rather than monetary percentile boundary cutoffs. WORTH99 does not convert decile means, chart heights or richest-decile comparisons into P10–P90 thresholds.

Published wealth distribution summary · Historical

This is official published IMF analysis, but WORTH99 did not complete a separate commercial-reuse audit after the source failed the cutoff-geometry screen. Explore exposes publication scope and reported geometry without treating publication access as production clearance; no underlying microdata redistribution or inferred cutoff ladder is used.

A technically rich current living-standards survey with durable-goods, farming, livestock, non-agricultural enterprise, credit and savings modules plus household weights.

A dense balance-sheet reconstruction may be technically possible, but the public-use terms are research/noncommercial and WORTH99 has not created a production percentile curve from the microdata.

High technical potential · Current

Public-use access is restricted to statistical/scientific research and is not cleared for WORTH99 commercial production. Explore therefore presents source metadata and scope only.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P20–P80.

Direct data · Good confidence

Current official household income, tenure, pension participation, savings and investment information, including published savings/investment amount bands.

The survey does not provide a complete household wealth-stock distribution, so savings bands cannot be relabeled as total-net-worth percentiles.

Good official household context · Current

NISRA Crown-copyright material is reusable free of charge under the UK Open Government Licence with attribution. Explore presents the published context without manufacturing a full net-worth curve.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P99.9.

Direct data · High confidence

A current official household survey with monetary non-farm property, savings, securities, precious assets, liabilities, livestock and non-agricultural business-asset fields.

The released instrument does not provide a complete current stock valuation for retained farm land and household durables, so a full household net-worth curve would require material imputation.

Strong open-data partial balance sheet · Current

PBS reuse rights are commercially open under the source's open-government framework. The blocker is technical completeness rather than rights, so Explore can safely expose source context without inventing missing asset stocks.

Eligible wealth thresholds supporting the calculator. Registered coverage: P0–P100.

Published wealth bands · Good confidence

Official adult financial-inclusion indicators covering formal account ownership, overall borrowing, formal-channel borrowing, informal borrowing and basic financial literacy.

CFIS measures adult financial access, borrowing prevalence and literacy rather than household monetary asset/liability stocks or a wealth-ranked distribution, so it cannot support a household net-worth percentile or personal wealth position.

High-quality current central-bank survey context · Current

BSP permits published site content to be quoted, copied, reproduced, resold, redistributed or used derivatively subject to attribution, customer disclosure, accuracy and modification conditions. The underlying BSP content is freely retrievable from the BSP website. WORTH99 reproduces these source-rounded percentages unchanged and only selects/presents them as Explore context; BSP logos, currency images and third-party material are not reused under this permission.

Direct official harmonized Household net-wealth thresholds from P10 through P90 for Poland's 2016 HFCS fieldwork, published by the ECB in nominal EUR, plus direct sign and concentration statistics.

The ECB source is a direct Household distribution, but WORTH99 has not approved a Poland calculator currency contract. Explore therefore preserves the published EUR thresholds without silently converting them to PLN through current FX, PPP or median matching.

High-quality official harmonized direct distribution · Historical

The ESCB statistics reuse policy permits free commercial or non-commercial reuse of publicly released ECB statistics with source attribution and without modifying the statistical content or metadata. WORTH99 keeps the published EUR basis and Poland-specific HFCS debt-module notes intact.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

NISR EICV7 national household survey (2023–24) includes credit, savings and durable-goods modules, but these are not validated as a complete net-worth distribution. The four published national household indicators displayed here are 72.4% owner-occupied, 21.3% renting, 84.6% with any cellphone and 34.3% with a smartphone. They describe housing tenure and device ownership, not monetary household net worth or personal percentiles.

The source is valuable for Explore, but WORTH99 has not verified and frozen a complete current asset-minus-liability stock construction suitable for a personal net-worth percentile. Raw microdata category counts are not presented as national rates without reviewed weighting and denominators.

Strong current survey candidate · Current

Only the four NISR-authored EICV7 Main Indicators 2023–24 published aggregate statistics are proposed for commercial reuse under CC BY 4.0 (license: https://creativecommons.org/licenses/by/4.0/; NISR terms: https://statistics.gov.rw/terms-use). Credit: National Institute of Statistics of Rwanda. WORTH99 selection/presentation adapted; no NISR endorsement. Embedded third-party material and separately governed respondent microdata are excluded. These figures cannot support a personal net-worth percentile. This limited reuse does not license respondent microdata or third-party elements.

A nationally representative harmonized household survey with current resale values for many physical/business assets plus savings and credit modules.

The finance modules do not expose complete contemporaneous savings balances and an all-credit outstanding-liability ledger, so total net worth remains incomplete.

Strong physical-asset context · Recent historical

Public microdata are accessible, but WORTH99 did not complete a separate commercial-reuse rights audit after the source failed the wealth-target completeness screen. Explore therefore keeps source scope and physical-asset context visible without treating access as production clearance or aggregating incomplete savings/credit fields into a false full balance sheet.

Official current aggregate household-sector assets, liabilities and net worth, including financial assets, residential property assets, mortgages and personal-loan liabilities.

This is an economy-wide sector balance sheet rather than a distribution across individual households, so it has no household percentile geometry.

High-quality official aggregate · Current

Official SINGSTAT dataset mirrored on data.gov.sg under the Singapore Open Data Licence for personal or commercial reuse with attribution. Explore shows the aggregate wealth context without inferring a household CDF from sector totals.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P5–P95.

Direct data · Good confidence

Official current household-sector balance-sheet and debt/income context from the South African Reserve Bank Quarterly Bulletin.

The bulletin reports the household sector in aggregate rather than a distribution across individual households. Sector totals and ratios do not establish per-household balance sheets, monetary percentile thresholds or personal wealth rank.

Official current sector context · Current

SARB's current website disclaimer requires prior written consent to copy, reproduce, adapt, publish or distribute site material. WORTH99 therefore exposes source identity and scope only; numeric bulletin facts remain withheld unless written permission or a source-specific commercial-reuse licence is obtained.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

An official household survey with durable-goods, indebtedness, housing, land, livestock and survey-weight modules relevant to household balance-sheet research.

The source has not been reconstructed into a complete production wealth curve, and its public-use conditions are research-oriented rather than cleared for commercial WORTH99 use.

Useful research survey · Historical

The public-use dataset is restricted to statistical/scientific research under the current manifest. Explore shows source metadata/context, not a commercial microdata-derived percentile product.

Eligible wealth thresholds supporting the calculator. Registered coverage: P50–P99.

Indicative estimate · Lower confidence

Official historical Swedish household asset-and-debt statistics from the former Wealth Register, including market-valued property/cooperative housing, reported financial assets and debts.

Statistics Sweden stopped producing the Wealth Register after 2007, current public distribution tables are person-level rather than a fresh household curve, and the historical wealth basis excludes private pension saving. WORTH99 therefore keeps it as historical Explore context rather than a current personal-rank route.

Official historical register context · Historical

This is official published Statistics Sweden context. WORTH99 does not relabel current person-level tables as household wealth or replace the existing historical household route with incompatible register geometry.

Current official national and household-sector wealth context. Statistics Sweden reports households owning about 71% of total Swedish net wealth and net wealth per capita of SEK 2,702,184.

Current national/sector aggregates do not provide a current household wealth-ranked distribution. Statistics Sweden's dedicated household assets-and-debts distribution series is historical, so WORTH99 keeps the 2005 route explicitly Historical / Indicative instead of manufacturing a current percentile curve.

High official aggregate context · Current

Official Statistics Sweden published statistics. Current aggregate wealth context remains separate from the historical household distribution used for the indicative ranking route.

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · Good confidence

Official end-2023 household-sector assets, liabilities and net worth, including household-sector net worth of NT$171.53 trillion and market-price-revalued net worth per household of NT$18.89 million.

Sector totals and per-household averages do not reveal how wealth is distributed across households. The active personal-ranking route therefore remains the official end-2021 Economic-household distribution rather than shifting or rescaling it with 2023 aggregate growth.

High official aggregate context · Recent historical

Official DGBAS published national-wealth statistics. WORTH99 treats the 2023 values as aggregate context only and keeps the 2021 household distribution semantically separate.

A nationally representative household panel with current estimated resale values for household physical assets, agricultural-asset and livestock context, household weights, finance modules and detailed credit records.

The credit module records amount borrowed, repayment status, expected payoff timing and total contractual repayment, but not a verified current amount still owed after partial repayment; a complete contemporaneous financial-asset balance sheet is also not verified. WORTH99 does not synthesize current debt, net worth or a personal percentile from incomplete stocks.

Strong recent survey candidate · Recent historical

Tanzania NBS public-use terms restrict the data to statistical/scientific research. Both target completeness and commercial-production rights remain insufficient for a WORTH99 personal-ranking route.

Open harmonized household livelihood and asset-context variables including land area, livestock units, dwelling/equipment ownership, financial-asset income and credit incidence.

These variables describe ownership, quantities, income and credit access rather than complete monetary asset balances and outstanding liabilities, so they are not a net-worth balance sheet.

Useful open livelihood context · Historical

The reproducibility package is CC BY 4.0. Explore can show the context openly, while still keeping ownership and livelihood indicators separate from monetary net worth.

Open published research using nationally representative UNPS panel data, with weighted per-capita gross-wealth means, Ginis and wealth-quintile groupings.

The published wealth construct sums assets, land, livestock and farm capital without deducting liabilities, and it does not publish monetary quintile boundary values.

Useful open gross-wealth research · Historical panel / recent publication

The Research Square preprint is CC BY 4.0. Explore can present the published research context while clearly separating gross asset wealth from household net worth.

A nationally representative household panel/cross-section with detailed real-asset modules and broader household economic context.

The audited source does not provide the key financial-asset stock values and current outstanding-liability stocks needed for a complete household net-worth balance sheet, so WORTH99 does not reconstruct a personal percentile from it.

Useful research survey candidate · Historical

World Bank Microdata Library terms restrict the public-use microdata to statistical/scientific research and do not clear commercial production or redistribution. Explore keeps the source visible as context only.

Official national adult financial-inclusion indicators covering formal accounts, informal accounts, formal-or-informal account access and financial exclusion among adults aged 16+.

These are adult financial-services access indicators, not household monetary asset/liability stocks or a wealth-ranked distribution, so they cannot support a household net-worth percentile or personal wealth position.

High-quality current financial-inclusion context · Current

UBOS permits reuse of selected published data with attribution and a source link. WORTH99 uses only the published adult indicators, keeps formal/informal categories overlap-safe, and does not convert account access into household net worth or reproduce the full publication.

Current official Household ownership prevalence for selected housing and durable assets across the longitudinal UHIS panel, including owner-occupied housing, bicycles and radios.

Selected-asset ownership prevalence is not a monetary current-value asset stock, does not establish complete household liabilities and cannot support household net worth or a wealth percentile. WORTH99 also quarantines the UHIS 5.4% land-ownership figure because UBOS Census 2024 reports 47.0% for the same-looking concept pending clarification.

High-quality current official longitudinal household context · Current

UBOS permits reproduction of selected published data with source attribution, a source link and disclosure of further processing. WORTH99 reuses only a small selected fact set; commercial passing-on of full publication contents remains separately permission-gated.

Eligible wealth thresholds supporting the calculator. Registered coverage: P50–P99.

Harmonized data · Good confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P5–P99.

Direct data · High confidence

Eligible wealth thresholds supporting the calculator. Registered coverage: P10–P90.

Direct data · High confidence

Official self-reported adult financial-resilience indicators covering emergency liquidity, rainy-day savings preparedness and the ability to absorb a hypothetical $400 emergency expense.

SHED measures adult financial well-being, liquidity preparedness and product use rather than detailed SCF family asset/liability values or a wealth-ranked distribution, so it cannot support a personal net-worth percentile or currentize the 2022 SCF Family wealth curve.

High-quality current official national survey context · Current

Federal Reserve Board website information is public domain unless otherwise indicated and may be copied or distributed with citation. WORTH99 reuses only the published SHED text/statistics with attribution and does not reuse Board seals, logos or third-party copyrighted material.

A nationally representative household living-conditions survey with a dedicated household-assets module and broad welfare and socioeconomic context relevant to wealth research.

WORTH99 has not frozen a complete assets-minus-current-liabilities monetary construction from this survey, and the public-use terms are research/statistical rather than cleared for commercial production. Explore keeps the source visible without manufacturing a percentile curve.

Useful research asset context · Historical

Zambia Statistics Agency public-use terms restrict the microdata to statistical/scientific research and prohibit redistribution or sale without written agreement. Explore therefore exposes source metadata and scope only.

Current official household asset-ownership and item-count, housing and living-conditions context. The 2022 asset module records how many selected items households own rather than verified current monetary market or resale values.

Ownership and item-count evidence is not a monetary asset stock, and the audited housing finance field records monthly mortgage payments rather than current outstanding mortgage debt. The source therefore does not establish a complete household assets-minus-liabilities balance sheet or a personal net-worth percentile.

Useful current official asset-ownership context · Current

Zambia Statistics Agency public-use terms restrict the microdata to statistical/scientific research and prohibit redistribution or sale without written agreement. WORTH99 exposes metadata and source scope only, does not publish raw catalog case frequencies as population rates, and derives no commercial microdata-based monetary wealth statistic from this source.

A large national household income/expenditure survey with household weights, asset-ownership indicators, property/enterprise transactions and financial-capital transaction variables.

The financial-capital fields are transaction flows such as loans given/received/repaid, purchases or sales of financial assets, deposits and withdrawals. Asset variables are largely ownership/access or transaction measures, not a complete current market-value asset-minus-outstanding-liability stock.

Useful household flow and asset context · Historical

WORTH99 did not complete a separate commercial-reuse rights audit after this source failed the wealth-target completeness screen. Explore keeps PICES visible as official survey context without treating source access as production clearance or converting capital transactions or ownership indicators into current wealth balances or a personal percentile.