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How to read Treasury Bulletin data files in /app/resources/. Use when exploring resources or when JSON parsing fails.
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Based on SOC occupation classification
Review board — verify the analyst's answer before final submission
Python computation formulas for Treasury data analysis. Use for percent change, CAGR, stdev, kurtosis, VaR, regression, Theil index, and other statistical calculations.
CPI-U annual averages (1929-2024) for inflation adjustment. Use when question mentions inflation, CPI, constant dollars, or real dollars.
U.S. fiscal year boundaries and calendar year conversions. Use when question mentions fiscal year, FY, or when you need to determine which months belong to a fiscal year.
How to accurately extract values from Treasury Bulletin tables. Use when reading tables with many columns, similar row labels, or when you need to verify you have the right cell.
Step-by-step approach and verification checklist for Treasury Bulletin questions
| name | data-files |
| description | How to read Treasury Bulletin data files in /app/resources/. Use when exploring resources or when JSON parsing fails. |
Files in /app/resources/:
Strategy: cat page.txt files first. They contain the answer 76% of the time. If not found, grep the full .txt file. Avoid parsing the .json unless page files are insufficient.
