How I Turned the SAM.gov Public Bulk Dataset Into a Searchable Contractor Database

说明与用途

本地编译器可快速、可重复地按 NAICS、地理位置、小型企业状态等过滤大型 SAM.gov 数据集，并将结果导出为 Excel/CSV，无需 API 依赖。

问题

Researchers and analysts need to filter the large SAM.gov public bulk dataset by criteria such as NAICS code, geography, small‑business status, CAGE availability, and more, but existing solutions rely on APIs, commercial platforms, or complex scripting.

结果

The compiler enables rapid, repeatable filtering of the SAM.gov dataset locally, producing clean, export‑friendly Excel/CSV files without API dependencies, suitable for analysts and developers.

工作流

• Download SAM.gov public bulk extract
• Run the SAM.gov Public Contractor & NAICS Database Compiler (Windows EXE or Python/BAT)
• Select desired filters (status, NAICS, state, small‑business, CAGE, website, etc.)
• Choose output mode (registration‑level or entity‑level)
• Export to Excel or CSV
• Use exported data for research or downstream workflows

证据

The workflow does not depend on repeatedly calling an external API just to filter data that already exists in a downloadable public dataset.

来源

The product includes a standalone Windows EXE, but I also wanted a Python/BAT version available.

来源