atdt / gpq

Government procurement queries

Government Procurement Queries

A collection of SQL queries that help

• Selling to the government
• Learning about competitors
• Monitoring government spending

The quickest way to find out what it means exactly:

• Introduction to US Federal Government Contracts

Usage

Data

The data is collected from government websites and loaded to Google BigQuery:

Data	BigQuery dataset	Source
US Federal Government contracts (2000–2016)	gpqueries:contracts	USASpending.gov

Queries

• queries

All queries are written for the BigQuery SQL dialect and stored in .sql files. Each file contains comments about its purpose and usage.

You can execute queries with:

• BigQuery Web GUI
• Google Datalab
• Google Cloud Platform SDK: bq tool (see bq help query for details)

All methods require a Google Account and a Google Cloud Project. Both are free. The first-time setup takes a couple of minutes.

Web GUI is the easiest to start with.

See also: Accessing BigQuery

Reports

• reports

Extracts that highlight particular findings, usually from notebooks.

Notebooks

• notebooks

Jupyter (IPython) notebooks with replication code and comments:

• Introduction to US Federal Government Contracts

Roadmap

Expect soon:

• Coverage beyond contracts: federal grands, loans, and other assistance
• Subnational coverage: states and large cities
• Separate notebooks on finding government clients and business intelligence

To receive updates, press "Watch" in the top right corner.

Related

• Social Media Queries - A collection of SQL queries to social media datasets.

Contacts

Anton Tarasenko

• mailto:[email protected]
• http://antontarasenko.com