National Supported Work Demonstration: A Benchmark Dataset for Causal Inference

National Supported Work Demonstration (NSW) is a benchmark dataset for causal inference and treatment effect estimation. The dataset originates from a social experiment, though specific details on its size and creation date are not provided in the input. It is hosted on Kaggle.

Use Cases

• Benchmarking causal inference algorithms based on its description as a standard dataset.
• Evaluating propensity score matching and other treatment effect estimation techniques.
• Teaching and demonstrating the application of causal inference methods in social science contexts.

Strengths

• Described as a benchmark dataset, suggesting it is a recognized standard for methodological comparison.
• Focuses on causal inference, a core area of econometrics and data science.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Collection Method

Likely originates from a social experiment, based on the title 'National Supported Work Demonstration'.