Synthetic dataset
Comparable currencies, dates and award definitions for arbitration-amount comparisons.
A reviewed specification for currency basis, amount components, event dates, zero awards, non-monetary outcomes and unresolved cases.
Scope requirement
These requirements define a custom extract; source coverage and validation must be agreed before preparation.
Discuss requirementsOverview
Scope requirement
These requirements define a custom extract; source coverage and validation must be agreed before preparation.
- Population
- Candidate case records whose currency, monetary components, event dates and award classifications can be reviewed.
- Proposed unit
- case_and_monetary_record_definition
- Observation anchor
- Declared valuation and analysis cutoff dates must be established in the protocol; no common basis is verified yet.
- Measure to define
- A reviewed specification for currency basis, amount components, event dates, zero awards, non-monetary outcomes and unresolved cases.
A reviewed specification for currency basis, amount components, event dates, zero awards, non-monetary outcomes and unresolved cases.
The study calls for Original amounts and currencies, Claim and award component definitions, Event and valuation dates and Unresolved and missing-outcome rules. The measure to examine is a reviewed specification for currency basis, amount components, event dates, zero awards, non-monetary outcomes and unresolved cases.
This custom study is prepared to order. Choose the city, date range, population and required records; the accepted order defines the final study scope.
- Onboarded city options
- Nairobi (Kenya) · Lagos (Nigeria)
- Custom city requests
- African Major Cities · Additional cities require availability, scope and quote confirmation.
- Data type
- Synthetic
- Priced domains
- Legal, Contracts, Claims, Business
- Catalogue structure
- Question-specific research data
Key features
Record concepts for your order-specific extract.
Original amounts and currencies
Required record concept; source fields and joins to verify.
Claim and award component definitions
Required record concept; source fields and joins to verify.
Event and valuation dates
Required record concept; source fields and joins to verify.
Unresolved and missing-outcome rules
Required record concept; source fields and joins to verify.
Who it is for
- Researchers
- analysts
- data scientists
- policy teams
Data & Schema
- Proposed study unit
- Case and monetary record definition
Planned records and relationships for this study.
Record concepts for your extract
- Original amounts and currencies
- Claim and award component definitions
- Event and valuation dates
- Unresolved and missing-outcome rules
The agreed specification defines the final columns, keys, relationships and observation period for your order.
Question-specific sample in preparation
The CSV is a template of planned record concepts. It does not contain verified sample records or establish the paid schema.
Use Cases
Perform a definition and metadata audit before pooling cases or calculating ratios; agree any conversion or adjustment rules explicitly.
Proposed research and analytical applications
- Study design
- group comparison
- longitudinal analysis
Methodology & Quality
- 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
- This remains scope confirmation, not a delivered comparable award benchmark.
- Exchange, inflation or valuation data may be additional requirements; no conversion factors are asserted available.
- A protocol alone does not validate the underlying case records.
- Confirm fields, outcomes and observation periods before analysing or modelling these synthetic records.
- Synthetic records describe generated scenarios; they do not establish observed population prevalence or real-world causal effects.
Delivery & License
- Study context
- Scope requirement
- Availability
- Supporting protocol or custom-scope discussion
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
Package layout
Illustrative filenames. Your agreed order lists the final files and formats. Certification, benchmark splits and model examples are included only when specified.
SD_RESEARCH_DATASET/ ├── data/ │ ├── legal_records.parquet │ ├── contracts_records.parquet │ ├── claims_records.parquet │ └── business_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.
FAQ
Is this real personal data?
No. The records are synthetic and do not represent actual identifiable people or reproduce an individual's historical experience.
What does the catalogue price cover?
The displayed amount is a base price per selected city. The final scope and quote are agreed for your requested dates, population, fields, formats and rights. Adding a dataset to the cart starts the existing checkout inquiry; it does not purchase an unrestricted custom extract.
What can I inspect before ordering?
Review the planned record concepts and sample template. Question-specific sample records are in preparation; you can request sample review before agreeing the release.
Is the dataset prepared for my requested dates?
Yes. Regular and Research datasets are prepared after an order, with the city, date range, population and other required scope agreed before preparation.
Can records be joined across domains?
The profile explains the intended relationships. The order-specific schema documents the supported keys, effective dates and joins for your agreed extract.
Can I use the dataset for AI or machine learning?
Review the study-specific inputs, outcomes and information cutoffs. The commercial order must expressly address model training and external applications. Public samples allow non-commercial AI and ML experimentation under the current free-sample policy.
Can I use the data commercially?
Commercial use follows the accepted dataset-specific scope and licence. A sample download, cart selection, inquiry or consent checkbox does not activate a commercial licence or complete payment.
Can I request another city, period or format?
Yes. Use Data Request to describe the required city, population, dates, record concepts and formats. Onboarded city options for this product: Nairobi and Lagos. Other African major cities can be requested; availability, scope and the quote must be confirmed.
What documentation and evidence are included?
The accepted order confirms the schema, methodology, evidence, examples and release controls supplied with your prepared extract.
How do I receive the dataset?
After scope, terms and payment conditions are agreed, Fidelra Africa prepares the order-specific extract and supplies it through a secure download package. Timing and download-access expiry are defined in the order.
Need different data?
Tell us the entities, fields, cities and time span you need.