How do housing tenure and household finances change together?

Connect tenure and housing circumstances with household financial and employment trajectories.

The record concepts include housing tenure, dwelling / occupancy history, residential transitions, household composition, membership changes, household lifecycle and income / financial context. Inspect recorded housing states and transitions. Review income and employment over the same periods. Keep timing distinct from claims of housing effects.

This dataset is prepared to order. Choose the city, date range and required scope; the accepted order defines the population, final fields, formats and delivery.

Onboarded city options

Nairobi (Kenya) · Lagos (Nigeria)

Custom city requests

African Major Cities · Additional cities require availability, scope and quote confirmation.

Data type

Synthetic

Connected domains

Housing, Households, Finance, Employment

Catalogue structure

Longitudinal

Key features

Record concepts for your order-specific extract.

Who it is for

• Housing economists
• wealth researchers
• universities
• policy institutes

Entities represented

Household-level

This identifies the entities described by the catalogue. The analytical row grain, eligibility, keys and dates are agreed for your extract.

Explore housing-tenure transitions alongside changes in household income and work.

Record concepts for your extract

• housing tenure
• dwelling / occupancy history
• residential transitions
• household composition
• membership changes
• household lifecycle
• income / financial context

The agreed specification defines the final columns, keys, relationships and observation period for your order.

Define tenure states and dated transitions; compare income and employment before and after each transition, using consistent household identities.

Proposed questions for your custom order

1. How are transitions between recorded housing-tenure states associated with changes in household income and employment over time?
2. How do housing tenure and household finances change together?
3. How do financial trajectories differ across tenure histories?
4. What changes around a transition in housing tenure?
5. How does household composition relate to these financial patterns?
6. Do employment changes coincide with both housing and financial transitions?

Proposed research and analytical applications

• Cohort comparison
• Longitudinal analysis
• Research design
• Sensitivity analysis

Data generation

FCTE synthetic city engine

Data classification

Synthetic

FCTE generation methods and published city/domain checks provide source context. The order defines the final extract and the release-specific checks, documentation and limitations supplied with it.

Known limitations

• The listed fields provide financial context, not necessarily complete assets, liabilities or house valuations. Confirm any wealth measure before analysis.
• Synthetic records describe generated scenarios; they do not establish observed population prevalence or real-world causal effects.

Catalogue base price

$495 USD

Price basis

Base price per selected city

Availability

Prepared after order

The displayed catalogue amount is a base price per selected city. Your requested dates, population, fields, formats and usage rights determine the agreed scope and final quote. Applicable published discounts and taxes are confirmed with that quote.

Your prepared package

Your order confirms the data files, documentation, evidence, examples and release controls included in the prepared package.

• Agreed data extract
• Schema and field documentation
• Release-specific evidence and limitations
• Agreed loading or analysis examples
• Licence, manifest, checksums and delivery note

SD_RESEARCH_DATASET/
├── data/
│   ├── housing_records.parquet
│   ├── household_history.parquet
│   ├── finance_records.parquet
│   └── employment_records.parquet
├── documentation/
│   ├── README.md
│   ├── DATA_DICTIONARY.csv
│   ├── SCHEMA.md
│   └── METHODOLOGY.md
├── evidence/
│   ├── CERTIFICATION.json
│   ├── VALIDATION_REPORT.pdf
│   └── KNOWN_LIMITATIONS.md
├── MANIFEST.json
├── CHECKSUMS.sha256
└── LICENSE.pdf

Delivery process

Confirm the cities, date range, records, formats, rights and price in writing. The order-specific extract is then prepared and supplied under the agreed payment and delivery conditions.

One secure download package for the agreed release and licensed entity.

Delivery timing, access expiry, formats and prerequisites are confirmed in the accepted order.

Support, refreshes, future releases, hosting and APIs are included only when expressly ordered.

Data Licensing Agreement · 2026-10

A non-exclusive, non-transferable licence for the named customer within the accepted scope and duration.

Permitted use

Internal research, development, testing and analytics within the accepted order.

Model training

Model training, external applications, commercial distribution and access by other legal entities must be expressly addressed in the order.

Redistribution

Raw or substantially reconstructable data cannot be resold, published or redistributed without separate written authorization.

Attribution

Preserve release provenance and applicable third-party notices. Published outputs must identify the data as synthetic.