DATASET_CARD.md

metadata

language:
  - en
license: mit
task_categories:
  - tabular-classification
tags:
  - economics
  - wealthfork
  - computational-economics
  - wealth-inequality-income-distribution
  - emerging-terminology
pretty_name: Wealthfork Economics Dataset
size_categories:
  - n<1K

Wealthfork Economics Dataset

Dataset Description

Summary

Synthetic 200-row dataset for Wealthfork measurement and computational experiments.

Supported Tasks

• Economic analysis
• Wealth Inequality / Income Distribution research
• Computational economics

Languages

• English (metadata and documentation)
• Python (code examples)

Dataset Structure

Data Fields

• id: Unique observation id
• cohort: Synthetic household cohort
• return_dispersion: Dispersion in realized asset returns
• capital_access_gap: Gap in access to high-yield capital markets
• inheritance_flow: Relative inheritance inflow intensity
• savings_rate_gap: Gap in effective savings rates
• asset_shock_exposure: Exposure to asset-price shocks
• mobility_barrier: Barrier to upward wealth mobility
• redistribution_intensity: Intensity of redistributive counterforces
• wealthfork_index: Composite term index

Data Splits

• Full dataset: 200 examples

Dataset Creation

Source Data

Synthetic data generated for demonstrating Wealthfork applications.

Data Generation

Channels are sampled from controlled distributions with correlated structure. The term index is computed from normalized channels and directional weights.

Considerations

Social Impact

Research-only synthetic data for method development and reproducibility testing.

Additional Information

Licensing

MIT License - free for academic and commercial use.

Citation

@dataset{wealthfork2026, title={{Wealthfork Economics Dataset}}, author={{Economic Research Collective}}, year={{2026}} }