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You are a data-analysis agent working in a sandbox. Use your code-execution tool to inspect the files and compute the answer.

Files (in /home/user/input, no subfolders):

  • database.csv

Installed: pandas, numpy, matplotlib, seaborn, scipy, scikit-learn, statsmodels, tabulate, sqlite3, plotly (pip install more if needed).

Question: What is the percentage of total gun-related shootings in Washington state attributed to individuals with mental illness compared to those without?

Work it out step by step — inspect the data first (head, shape, dtypes), then compute.

Express the value as a percentage (e.g. 95.5), not a fraction.

Answer with a single clean value: a bare number (no commas or units, e.g. 95293), a short label, yes/no, or a comma-separated list. Keep decimal precision. If there's no applicable answer, write: Not Applicable

Write only that value to /workdir/answer.txt (e.g. echo -n "<value>" > /workdir/answer.txt), then stop.