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【職能】
Analytical Researcher

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CAPABILITY OVERVIEW // 業務内容​​​

Delivering objective, evidence-based quantitative research, spatial demographic modeling, and open-source intelligence (OSINT) to resolve complex socio-economic, municipal, and real estate questions across Japan. Mandates are structured for commercial investors, independent operators, public institutions, and cross-border researchers who require rigorous, verifiable ground truth where commercial marketing narratives, real estate broker bias, and superficial census summaries fail to reveal underlying operational realities. 

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Every analytical model, demographic forecast, and empirical report is architected, scraped, cleaned, and synthesized directly as an independent sole practitioner. I utilize zero commercial data-broker APIs or scraped personal private databases, operating in strict adherence to Japan’s Act on the Protection of Personal Information (APPI) and leveraging primary government records (e-Stat, RESAS, municipal archives), spatial datasets, and direct physical sampling. Bridging advanced data analytics, statistical modeling, and applied AI workflows with deep localized ground truth, I transform vast, fragmented public data into executive-ready intelligence dossiers and interactive analytical tools designed to inform high-stakes capital allocation and strategic policy decisions.

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Core Operational Suites:

【地域・不動産データ統合】 Spatial Demographics & Real Estate Intelligence

Synthesizing granular municipal records, historical hazard registers, depopulation trajectories, and infrastructure contraction curves to quantify the true multi-decade viability and hidden liabilities of Japanese real estate and physical venture locations.

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【社会経済・政策データ分析】 Socio-Economic & Public Policy Research

Conducting comparative econometric modeling, regional cost-of-living disparity analyses, and municipal fiscal sustainability audits using open-source administrative data to substantiate strategic decision-making and cross-border institutional compliance.​

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Operational Logistics & Bandwidth:

Deployment Reach: Based in Wassamu, Hokkaido. Data ingestion, statistical modeling, GIS mapping, and technical dossier compilation are executed remotely for global and domestic clients, with field-level ground validation and municipal archive auditing mobilized nationwide across Japan.

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Operational Constraint: To preserve absolute evidentiary rigor, exhaustive mathematical verification, and first-person execution, analytical research mandates are strictly limited to a select few client engagements annually.

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Professional Scope & Statutory Boundaries: Operations function strictly at the quantitative data science, open-source intelligence (OSINT), and strategic research layer. I do not act as a licensed real estate broker (宅地建物取引士), licensed land and house surveyor (土地家屋調査士), certified administrative scrivener (行政書士), or legal counsel (弁護士). Deliverables are independent statistical and factual research reports engineered to inform internal executive decisions and support licensed professional counsel.

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【地域・不動産データ統合】 // SPATIAL DEMOGRAPHICS & REAL ESTATE INTELLIGENCE

The Vulnerability:
Capital allocation into Japanese real estate—whether commercial facilities, residential properties, legacy estates, or rural revitalizations—routinely fails due to reliance on superficial marketing materials, broker promotional brochures, and national-level averages that mask regional realities. Commercial operators, foreign buyers, and private investors frequently acquire land or physical structures blind to accelerating localized depopulation, fiscal distress within municipal governments, and severe geographic risk profiles. Concurrently, heavily marketed "cheap" or "free" properties (akiya) frequently harbor massive unlisted liabilities: mandatory demolition orders, asbestos abatement costs, road access non-compliance, and boundary disputes. Without empirical spatial and demographic analysis, buyers deploy capital into properties positioned directly along contracting municipal infrastructure lines or acute natural hazard corridors.

The Methodology:
I extract, clean, structure, and model raw municipal datasets, spatial records, and national open-source intelligence (OSINT) to establish verifiable ground truth before irreversible purchase or lease commitments are made.

Operating strictly as an independent quantitative researcher, I treat official open data as the raw material for predictive risk modeling. I bypass commercial data-broker APIs and unverified third-party scrapers, relying on primary government data repositories (e-Stat, RESAS, Ministry of Land, Infrastructure, Transport and Tourism hazard platforms, and municipal fiscal reports) in strict compliance with Japan’s Act on the Protection of Personal Information (APPI). By synthesizing multi-decade census micro-data, historical disaster registries, municipal public works budgets, and local commercial registries, I deliver rigorous geospatial models and executive intelligence dossiers that quantify the true longevity, structural viability, and financial risks of any target property or location in Japan.


Case Applications:
// Multi-Decade Depopulation Trajectory Modeling: Aggregating granular national census data and municipal demographic records to model 10-to-30-year cohort shrinkage, youth migration, and household aging trends down to specific municipal sub-districts and rural wards.

// Geospatial Hazard & Snow-Load Environmental Stress Auditing: Cross-referencing municipal hazard maps, historical seismic activity, landslide warning designations, flood inundation layers, and multi-year snowfall records to quantify unlisted physical and climate risks for prospective sites.

// Municipal Fiscal Solvency & Public Infrastructure Viability: Analyzing municipal balance sheets, public debt ratios, and local public works maintenance plans to project the contraction, privatization, or termination of essential services (such as snowplowing routes, road maintenance, and municipal water mains).

// Abandoned Home (Akiya) True Liability Quantification: Synthesizing fixed-asset tax benchmarks, demolition cost curves, environmental remediation liabilities, and local land-use restrictions to determine the true lifetime holding and disposal cost of nominal-cost rural properties.

// Commercial Competitor Density & Spatial Catchment Mapping: Extracting commercial registries and economic census data to map regional competitor saturation, customer access corridors, and foot-traffic density, identifying genuine commercial voids versus overbuilt markets.

// Regional Subsidy & Revitalization Grant Intelligence: Mining municipal gazettes, regional revitalization project archives, and past award registries to extract and structure eligibility criteria for non-dilutive municipal business subsidies, green renovation grants, and relocation funds.


Retainers & Phased Structure:
・Phase 1: Spatial Scoping & Demographic Intake Retainer (80,000円 Flat Fee)
Comprehensive intake audit evaluating target property coordinates, municipal administrative boundaries, available census datasets, local hazard registries, and historical land-use classifications, concluding with an executive Spatial Diagnostic Brief detailing viability, data availability, and identified risk parameters.

・Phase 2: Comprehensive Geospatial Modeling & Intelligence Dossier (120,000円 – 200,000円 Scoped Project Fee)
Execution of dynamic demographic projection models, multi-layer GIS hazard and infrastructure mapping, municipal fiscal solvency audits, and the compilation of an executive-ready Spatial Intelligence Dossier formatted for internal investment decisions, board evaluations, or property acquisitions. Direct travel logistics for optional on-site physical sample validation outside Hokkaido are estimated upfront, capped in writing, and billed strictly at cost with zero markup.

 
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