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Public procurement and federal funding data
Public procurement and funding databuilt on dependable data.
Source-aware guides to procurement opportunities, awards, suppliers, federal grants, tracking, and analysis—followed by the operating and quality practices that keep recurring feeds dependable.
Latest articles
All WebTruffle Learn articles
Page 1 of 5 · 55 articles
Operations · 10 min read
Send Tender Deadline Changes to Slack with a Tested Python Workflow
Replay a real tender deadline extension with pinned source releases, a Slack message preview and a Python delivery ledger. Test duplicate suppression, rate-limit retry and uncertain outcomes.
By Daniel · September 28, 2026
Data Quality · 10 min read
USAspending Subaward Data in Python: Link Subcontractors to Prime Awards
Link 25 reported subawards to five prime awards. Download the executed Python notebook, source responses, edge table and explicit unmatched and review reports.
By Daniel · September 25, 2026
Data Quality · 11 min read
BOAMP API vs TED: Measure French Tender Coverage for Your Application
Compare six BOAMP and eight TED notices from one CPV 72 publication day. Download four confirmed matches, six unresolved rows and a reproducible category audit.
By Daniel · September 24, 2026
Data Quality · 11 min read
RFP Requirements Extraction: Turn Public Tender PDFs into Traceable JSON
Run a public PDF-to-JSON example with ten scoped fields, page citations and an explicit visual-review report. Preserve missing text, conditional requirements and deadline ambiguity.
By Daniel · September 23, 2026
Data Quality · 10 min read
Tender Documents APIs: Check Attachment Coverage Before Building
Inspect a dated audit of 17 URLs from 13 public award notices. Distinguish notice links, retrievable files, document versions and extracted text before choosing an API.
By Daniel · September 22, 2026
Data Quality · 11 min read
Semantic Tender Search in Python: Compare Keywords and Embeddings
Run a title-only BM25 and embedding comparison on 217 public notices. Download the executed notebook, pinned vectors, query set and relevance review, with deadline filtering.
By Daniel · September 21, 2026
Data Quality · 10 min read
Government Contract Expiration Tracking: Current vs Potential End Dates
Compare current and potential end dates across 32,313 federal awards. Download the reproducible audit, research candidates and 308 selection disagreements.
By Daniel · September 18, 2026
Strategy · 11 min read
Historical Procurement Data: Evaluate an Archive Before You Buy
Evaluate a procurement archive with measured coverage of 9,650 TED publications. Download the partition report, historical sample and editable backfill specification.
By Daniel · September 17, 2026
Data Quality · 10 min read
CPV Code Search for Tender Pipelines: Expand Categories and Test Filters
Search a versioned CPV lookup, expand the official hierarchy and compare exact versus category filters on 217 public notice versions. Download the Python helper and reviewed cases.
By Daniel · September 16, 2026
Operations · 10 min read
Government Contract Data in Snowflake: Load a Dataset and Apply Updates
Load public federal award data into Snowflake with a SQL worksheet, pinned CSV samples and provenance. Apply a real balance update and check repeatable merges.
By Daniel · September 15, 2026
Data Quality · 9 min read
Supplier Entity Resolution: Match Public Contract Winners to Company Records
Match public procurement suppliers to company records with explicit identifier schemes. Run a reviewed seven-case example with a notebook, crosswalk and unresolved queue.
By Daniel · September 14, 2026
Data Quality · 9 min read
Test a Public Procurement Data Feed: A Runnable Evaluation Pack
Run procurement data quality checks on a pinned public sample. Configure acceptance rules, inspect expected failures and verify a repeatable SQLite import without signup.
By Daniel · September 11, 2026
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