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Get Started Free →Describe and summarize the current dataset in memory. Optionally inspect a specific variable with codebook.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | -40% | 0% |
| case-20 | ✓→✗ | ▼ Worse | -45% | 0% |
| case-10 | ✓→✓ | ＝ Same ✓ | -45% | 0% |
| case-21 | ✓→✓ | ＝ Same ✓ | 132% | 0% |
| case-22 | ✓→✓ | ＝ Same ✓ | -9% | 0% |
If an argument (variable name) is provided:
stata_inspect_data(action="codebook", query=<variable>) and display the codebook output.If no argument is provided:
stata_inspect_data(action="describe") — display the dataset structure (obs, vars, types, labels).stata_inspect_data(action="summary") — display descriptive statistics (N, mean, sd, min, max).If either call returns an error indicating no data in memory, tell the user to load data first (e.g., /stata-run sysuse auto, clear or stata_load_data("auto")).
Other measured skills in the registry, with their headline benchmark lift.