Sources
Source Register
A single place to inspect which source artifacts, authorities, timestamps, and coverage notes support the current public research system.
| Source | Category | Evidence quality | Used by | Snapshot | Coverage |
|---|---|---|---|---|---|
| MPFA MPF Fund Platform | Official MPF fund data | Official MPFA snapshot | MPF Gauge fund directory and comparison | 2026-08-31 | Scheme and constituent-fund identity, fund type, size, launch date, net-of-fee returns, risk class, fund risk indicator, and latest fund expense ratio where available. |
| HKIFA / FTSE Russell DIS Reference Portfolios | Recognized MPF reference-portfolio data | Industry reference portfolios recognized by MPFA | MPF Gauge benchmark gaps for Core Accumulation and Age 65 Plus funds | 2026-08 | Matched-period annualized returns and reference-portfolio construction for the FTSE MPF DIS Core Accumulation Fund and Age 65 Plus Fund reference portfolios. |
| MPFA Repository of Scheme Documents | Official MPF disclosure source | Official MPFA reference | Zerion Benchmark Intelligence | 2026-10-06 | Fund fact sheets, Key Scheme Information Documents, scheme brochures, portfolio allocation summaries, performance information, and document access. |
| MPFA Disclosure of Information | Official MPF methodology source | Official MPFA reference | Zerion Benchmark Intelligence | 2026-10-06 | Fund fact sheet content, asset allocation, fund expenses, portfolio holdings, performance, and comparison with any benchmark stated in the scheme brochure. |
| MPFA Default Investment Strategy FAQ | Official MPF benchmark source | Official MPFA reference | Zerion Benchmark Intelligence | 2026-10-06 | Purpose of the DIS and the reference portfolios developed for Core Accumulation and Age 65 Plus fund performance comparison. |
| PAR Self-Assessment Workbook Instructions v1.9 | Methodology companion | Publication companion v1.9 | PAR self-assessment | 2026-09-21 | Instructions for entering evidence, scoring PAR, PAM, and CFF, completing VCL, and reviewing REI, TVI, and Dashboard outputs. |
| PAR Self-Assessment Workbook v1.9 | Research workbook | Input-driven Excel companion | PAR self-assessment | 2026-09-21 | Editable workbook for standardized PAR, PAM, CFF, VCL, REI, TVI, and dashboard assessment. |
| Personal Finance Workbench framework concepts | Framework concept | Educational planning framework | Personal Finance | 2026-09-06 | Freedom Bucket, compound growth, and mortgaged-property cash flow models connected to the Financial Resilience framework. |
| Zerion Taxi Index: 2026 Pilot Edition | Publication artifact | Publication Release v1.2 | Indicator | 2026-09-08 | A 34-city pilot indicator using taxi starting fares and audited work-time affordability to study the economics of locally delivered services. |
| From Financial Resilience to Asymmetric Investing | Publication artifact | Educational publication | Research Paper | 2026-09-03 | A practical framework connecting financial resilience, freedom capital, ambitious research capital, and decision-making in uncertain situations. |
| Zerion Paradigm Alignment Manual v1.9 | Publication artifact | Publication edition v1.9 | Manual | 2026-09-21 | The current methodology reference for PAR, including the Valuation Context Layer, PAR and DCF boundaries, scoring architecture, and inversion discipline. |
| PAR-001: Circle Internet Group | Publication artifact | Initial PAR draft | PAR | 2026-07-04 | A field assessment of Circle through the regulated stablecoin infrastructure and internet-native settlement paradigm. |
| PAR-002: Bitcoin (BTC) | Publication artifact | Initial PAR draft | PAR | July 2026 | A network-level PAR of Bitcoin as trust-minimized digital scarcity, institutional store-of-value infrastructure, and potential monetary collateral. |
| PAR-003: Taiwan Semiconductor Manufacturing Company Limited | Publication artifact | Initial PAR draft | PAR | August 2026 | A PAR of TSMC as an advanced-node semiconductor foundry, AI compute bottleneck, and global silicon manufacturing layer. |
| PAR-004: SpaceX (SPCX) | Publication artifact | Initial PAR draft | PAR | August 2026 | A PAR of SpaceX as reusable launch infrastructure, satellite connectivity, defense-space infrastructure, and space-enabled AI compute platform. |
| PAR-005: Kaspi.kz (KSPI) | Publication artifact | Initial PAR draft | PAR | August 2026 | A PAR of Kaspi.kz as an emerging-market super app combining payments, marketplace, fintech, merchant tools, and regional platform optionality. |
| PAR-006: Tesla, Inc. (TSLA) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Tesla, Inc. through electric vehicles, energy storage, charging, autonomy, robotaxi, and embodied AI. |
| PAR-007: Palantir Technologies Inc. (PLTR) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Palantir Technologies Inc. through AI-enabled operational decision systems for enterprises and governments. |
| PAR-008: Warrior Met Coal, Inc. (HCC) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Warrior Met Coal, Inc. through high-quality metallurgical coal supply for steelmaking and industrial infrastructure. |
| PAR-009: Rigetti Computing, Inc. (RGTI) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Rigetti Computing, Inc. through quantum computing hardware and hybrid quantum-classical compute infrastructure. |
| PAR-010: AST SpaceMobile, Inc. (ASTS) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of AST SpaceMobile, Inc. through direct-to-device satellite cellular broadband for ordinary smartphones. |
| PAR-011: Metaplanet Inc. (3350.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Metaplanet Inc. through Japanese listed corporate Bitcoin treasury and public-market BTC exposure. |
| PAR-012: Thunder Tiger Corp. (8033.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Thunder Tiger Corp. through Taiwan drones, UAVs, robotics, defense training systems, and autonomous systems localization. |
| PAR-013: TRON Network / TRX | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of TRON Network / TRX through low-cost stablecoin settlement and global digital-dollar transfer infrastructure. |
| PAR-014: OneRobotics (Shenzhen) Co., Ltd. (6600.HK) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of OneRobotics (Shenzhen) Co., Ltd. through embodied AI, home robotics, smart-home automation, and physical AI products. |
| PAR-015: Mongolian Mining Corporation (0975.HK) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Mongolian Mining Corporation through Mongolia metallurgical coal, gold diversification, and China-linked steelmaking supply. |
| PAR-016: Semiconductor Manufacturing International Corporation (0981.HK) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Semiconductor Manufacturing International Corporation through China semiconductor localization and domestic silicon supply-chain resilience. |
| PAR-017: Tokyo Electron Limited (8035.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Tokyo Electron Limited through semiconductor production equipment for AI, memory, advanced logic, and wafer-fab complexity. |
| PAR-018: Advantest Corporation (6857.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Advantest Corporation through AI semiconductor test, validation, HBM/SoC testing, and chip quality infrastructure. |
| PAR-019: Shimamura Co., Ltd. (8227.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Shimamura Co., Ltd. through value apparel retail, efficient merchandising, and Japan consumer price-value positioning. |
| PAR-020: Fast Retailing Co., Ltd. (9983.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Fast Retailing Co., Ltd. through UNIQLO global value apparel, supply-chain excellence, and consumer basics platform. |
| PAR-021: Nexon Co., Ltd. (3659.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Nexon Co., Ltd. through live-service games, persistent online worlds, virtual economies, and global game IP. |
| PAR-022: Kura Sushi, Inc. (2695.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Kura Sushi, Inc. through automated conveyor-belt sushi, standardized restaurant operations, and scalable Japanese dining. |
| PAR-023: Link-U Group Inc. (4446.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Link-U Group Inc. through digital manga distribution, IP globalization, and AI-assisted content operations. |
| PAR-024: XRP Ledger (XRP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of XRP Ledger / XRP through tokenized value transfer, cross-border settlement, institutional liquidity bridging, and ledger-native payments. |
| PAR-025: Ethereum (ETH) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Ethereum Network / Ether through programmable settlement, decentralized applications, tokenized finance, staking-secured digital infrastructure, and institutional crypto rails. |
| PAR-026: Solana (SOL) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Solana Network / SOL through low-latency, high-throughput blockchain infrastructure for consumer applications, DePIN, trading, payments, and tokenized activity. |
| PAR-027: Litecoin (LTC) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Litecoin Network / LTC through low-friction peer-to-peer digital payments, exchange liquidity, and conservative proof-of-work monetary transfer. |
| PAR-028: Hedera (HBAR) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Hedera Network / HBAR through enterprise-grade distributed ledger infrastructure for payments, tokenization, identity, data integrity, and regulated digital workflows. |
| PAR-029: Zcash (ZEC) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Zcash Network / ZEC through private digital money, zero-knowledge proof adoption, selective disclosure, and financial privacy infrastructure. |
| PAR-030: Sui (SUI) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Sui Network / SUI through object-centric blockchain design, high-throughput consumer applications, gaming assets, and programmable ownership infrastructure. |
| PAR-031: Cronos (CRO) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Cronos / CRO through exchange-to-chain ecosystem, consumer crypto distribution, EVM-compatible DeFi, payments, rewards, and brand-led adoption. |
| PAR-032: BNB (BNB) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of BNB Chain / BNB through exchange-powered crypto distribution, low-cost smart-chain activity, DeFi, payments, launchpad economics, and consumer crypto access. |
| PAR-033: Dogecoin (DOGE) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Dogecoin Network / DOGE through community-driven digital money, internet-native culture, tipping, payments, and reflexive social liquidity. |
| PAR-034: Socionext Inc. (6526.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Socionext Inc. through AI and edge-compute ASIC design services, advanced custom SoCs, and fabless silicon enablement. |
| PAR-035: Alchip Technologies, Limited (3661.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Alchip Technologies, Limited through custom AI accelerators, advanced-node ASIC design, and semiconductor design-services leverage. |
| PAR-036: ISU Petasys Co., Ltd. (007660.KS) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of ISU Petasys Co., Ltd. through AI data-center buildout, high-speed networking, high-layer PCB demand, and interconnect infrastructure. |
| PAR-037: TOWA Corporation (6315.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of TOWA Corporation through advanced semiconductor packaging, data-center package complexity, and back-end manufacturing automation. |
| PAR-038: MPI Corporation (6223.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of MPI Corporation through advanced semiconductor testing, AI/HPC probe-card complexity, and wafer-level validation infrastructure. |
| PAR-039: HANMI Semiconductor Co., Ltd. (042700.KS) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of HANMI Semiconductor Co., Ltd. through HBM and advanced packaging equipment for AI accelerators and memory bandwidth infrastructure. |
| PAR-040: LS ELECTRIC Co., Ltd. (010120.KS) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of LS ELECTRIC Co., Ltd. through AI data-center power demand, grid modernization, industrial automation, HVDC, and electrification infrastructure. |
| PAR-041: Wiwynn Corporation (6669.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Wiwynn Corporation through AI data-center buildout, hyperscale cloud infrastructure, rack-scale integration, and advanced cooling systems. |
| PAR-042: Nabtesco Corporation (6268.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Nabtesco Corporation through robotics, factory automation, precision motion, transport systems, and actuator infrastructure. |
| PAR-043: Furukawa Electric Co., Ltd. (5801.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Furukawa Electric Co., Ltd. through AI data-center connectivity, optical networks, power infrastructure, renewables, and electrification backbone. |
| PAR-044: Global Unichip Corp. (3443.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Global Unichip Corp. through custom silicon, AI accelerator design, ASIC outsourcing, and advanced-node SoC commercialization. |
| PAR-045: Chroma ATE Inc. (2360.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Chroma ATE Inc. through AI semiconductor validation, electrification testing, power electronics quality assurance, and manufacturing automation. |
| PAR-046: Auras Technology Co., Ltd. (3324.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Auras Technology Co., Ltd. through AI server thermal management, liquid cooling adoption, power-density management, and high-performance electronics cooling. |
| PAR-047: Asia Vital Components Co., Ltd. (3017.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Asia Vital Components Co., Ltd. through AI data-center power-density growth, liquid cooling, high-performance server thermal management, and network-infrastructure cooling. |
| PAR-048: BizLink Holding Inc. / BizLink-KY (3665.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of BizLink Holding Inc. / BizLink-KY through AI data-center interconnect, electrification, factory automation, semiconductor equipment cabling, and power-delivery complexity. |
| PAR-049: Elite Material Co., Ltd. (2383.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Elite Material Co., Ltd. through AI server PCB complexity, high-speed networking, low-loss materials, and advanced laminate demand. |
| PAR-050: Gold Circuit Electronics Ltd. (2368.TW) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Gold Circuit Electronics Ltd. through AI data-center buildout, high-layer PCB complexity, high-speed networking, and server infrastructure scaling. |
| PAR-051: Harmonic Drive Systems Inc. (6324.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Harmonic Drive Systems Inc. through robotics, humanoids, automation, precision motion, semiconductor equipment, and labor-scarcity-driven factory automation. |
| PAR-052: Dexerials Corporation (4980.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Dexerials Corporation through high-performance electronics materials, optical miniaturization, semiconductor/device complexity, and mobility/display materials. |
| PAR-053: Toyo Tanso Co., Ltd. (5310.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Toyo Tanso Co., Ltd. through semiconductor materials, power electronics, energy transition components, and high-temperature industrial process materials. |
| PAR-054: Ferrotec Holdings Corporation (6890.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Ferrotec Holdings Corporation through semiconductor capex, process complexity, localization, materials/components, and AI-driven equipment demand. |
| PAR-055: Meidensha Corporation (6508.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Meidensha Corporation through power-grid modernization, data-center electricity demand, electrification, industrial infrastructure renewal, and energy resilience. |
| PAR-056: SWCC Corporation (5805.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of SWCC Corporation through AI data-center power demand, grid reinforcement, electrification, high-capacity cabling, and superconducting cable optionality. |
| PAR-057: Nitto Denko Corporation (6988.JP) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Nitto Denko Corporation through miniaturized electronics, advanced displays, semiconductor process materials, mobility electrification, and high-performance industrial materials. |
| PAR-058: HD Hyundai Electric Co., Ltd. (267260.KS) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of HD Hyundai Electric Co., Ltd. through AI data-center power demand, grid modernization, electrification, transformer shortage, and power transmission capacity expansion. |
| PAR-059: Hyosung Heavy Industries Corporation (298040.KS) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Hyosung Heavy Industries Corporation through grid modernization, AI data-center power demand, electrification, high-voltage transformer demand, and infrastructure localization. |
| PAR-060: Daeduck Electronics Co., Ltd. (353200.KS) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Daeduck Electronics Co., Ltd. through AI server substrates, high-speed networking boards, memory/HBM ecosystem, and semiconductor packaging complexity. |
| PAR-061: Gaon Cable Co., Ltd. (000500.KS) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Gaon Cable Co., Ltd. through AI data-center electrical infrastructure, busduct demand, grid expansion, power cables, and North American infrastructure growth. |
| PAR-062: RFHIC Corporation (218410.KQ) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of RFHIC Corporation through GaN power devices, 5G/6G infrastructure, defense radar, satellite communications, and high-frequency power electronics. |
| PAR-063: Doosan Robotics Inc. (454910.KS) | Publication artifact | Initial PAR draft | PAR | September 2026 | A PAR of Doosan Robotics Inc. through labor scarcity, industrial automation, service automation, cobots, embodied AI, and human-machine collaboration. |
| qrverify.dlt.go.th | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Bangkok - Core |
| beijing.gov.cn | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Beijing - Core |
| berlin.de | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Berlin - Core |
| busan.go.kr | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Busan - Core |
| rta.ae | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Dubai - Core |
| wwwtb.mlit.go.jp | Taxi fare source | Official non-core source | Taxi Index | 1 September 2026 | Fukuoka - Official exception |
| vinasun.vn | Taxi fare source | Operator benchmark | Taxi Index | 1 September 2026 | Ho Chi Minh City - Operator benchmark |
| td.gov.hk | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Hong Kong - Core |
| bluebirdgroup.com | Taxi fare source | Operator benchmark | Taxi Index | 1 September 2026 | Jakarta - Operator benchmark |
| tbkc.gov.tw | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Kaohsiung - Core |
| apad.gov.my | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Kuala Lumpur - Core |
| visitportugal.com | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Lisbon - Core |
| content.tfl.gov.uk | Taxi fare source | Official non-core source | Taxi Index | 1 September 2026 | London - Official exception |
| ens.lacity.org | Taxi fare source | Official non-core source | Taxi Index | 1 September 2026 | Los Angeles - Official exception |
| dsat.gov.mo | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Macau - Core |
| madrid.es | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Madrid - Core |
| ltfrb.gov.ph | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Manila - Core |
| safetransport.vic.gov.au | Taxi fare source | Official non-core source | Taxi Index | 1 September 2026 | Melbourne - Official exception |
| semovi.cdmx.gob.mx | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Mexico City - Core |
| transport.maharashtra.gov.in | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Mumbai - Core |
| home4.nyc.gov | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | New York - Core |
| pref.osaka.lg.jp | Taxi fare source | Official non-core source | Taxi Index | 1 September 2026 | Osaka - Official exception |
| paris.fr | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Paris - Core |
| comune.roma.it | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Rome - Core |
| prefeitura.sp.gov.br | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Sao Paulo - Core |
| news.seoul.go.kr | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Seoul - Core |
| jtw.sh.gov.cn | Taxi fare source | Official non-core source | Taxi Index | 1 September 2026 | Shanghai - Official exception |
| lta.gov.sg | Taxi fare source | Official non-core source | Taxi Index | 1 September 2026 | Singapore - Official exception |
| transportnsw.info | Taxi fare source | Official non-core source | Taxi Index | 1 September 2026 | Sydney - Official exception |
| pto.gov.taipei | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Taipei - Core |
| wwwtb.mlit.go.jp | Taxi fare source | Official non-core source | Taxi Index | 1 September 2026 | Tokyo - Official exception |
| toronto.ca | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Toronto - Core |
| ptboard.bc.ca | Taxi fare source | Class-A core official source | Taxi Index | 1 September 2026 | Vancouver - Core |
| zh.ch | Taxi fare source | Excluded structural reference | Taxi Index | 1 September 2026 | Zurich - Excluded |
| bls.gov | Wage denominator | W-A - Core-ready | Taxi Index affordability | May 2025 | New York - New York-Newark-Jersey City MSA |
| canada.ca | Wage denominator | W-B - Qualified research | Taxi Index affordability | Effective 17 Jul 2026 | Vancouver - British Columbia |
| canada.ca | Wage denominator | W-B - Qualified research | Taxi Index affordability | Effective 17 Jul 2026 | Toronto - Ontario |
| download.statistik-berlin-brandenburg.de | Wage denominator | W-B - Qualified research | Taxi Index affordability | April 2024 | Berlin - Berlin |
| dsec.gov.mo | Wage denominator | W-B - Qualified research | Taxi Index affordability | Q3 2025 | Macau - Macao - employed residents |
| censtatd.gov.hk | Wage denominator | W-A - Core-ready | Taxi Index affordability | May-June 2025 | Hong Kong - Hong Kong |
| psa.gov.ph | Wage denominator | W-B - Qualified research | Taxi Index affordability | 2022 OWS | Manila - National Capital Region (NCR) |
No source row matched that view.
Reading discipline
Sources are part of the argument.
A useful research site should make it easy to see when a statement is supported by an official source, a publication artifact, an audited denominator, or a labeled limitation.