World-Open-Graph

World-Open-Graph / br-acc

Public

World Transparency Graph public codebase (🚧 website in progress)

bracc.org
817
189
100% credibility
Found Mar 01, 2026 at 712 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

Open-source tool that builds a searchable graph of Brazilian public records for transparency investigations.

How It Works

1
🌐 Discover BR/ACC

Hear about this free tool that connects public records to spot unusual spending patterns in Brazil.

2
💻 Get it running

Download the files, set a simple password, and start it on your computer with easy commands.

3
📥 Load public data

Add real government records like contracts and sanctions so your map fills with connections.

4
🗺️ Explore the graph

Open the web explorer and search for a company to see its web of contracts, partners, and alerts.

5
🔍 Find insights

Spot risky patterns like sanctioned firms still winning deals or unusual ownership links.

6
📝 Build a report

Create private notes, tag findings, and generate a shareable PDF summary.

✅ Share safely

Export your investigation or share a secure link to help uncover transparency issues.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 712 to 817 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is br-acc?

br-acc builds a Neo4j knowledge graph from 93 Brazilian public datasets—like contracts, sanctions, elections, and amendments—for transparency investigations. Developers get a FastAPI backend with public-safe APIs to query company subgraphs by CNPJ, fetch risk patterns (e.g., sanctioned firms still winning br accounting ltd bids or donation-contract loops), and explore baselines against peers. Docker Compose spins up API, React explorer, and Neo4j in minutes, masking personal CPFs except for PEPs on world transparency day.

Why is it gaining traction?

Unlike raw data dumps from github world bank or world map github tools, br-acc delivers entity-resolved graphs with 20+ pre-built patterns spotting self-dealing or embargoed br accountants burleigh receiving funds. Public mode enforces strict privacy (no person lookups), making it deployable for live sites without legal headaches. 413 stars reflect niche appeal for reproducible BR intel, beating ad-hoc scrapers.

Who should use this?

Investigative journalists probing accident bc claims or br accountancy services limited ties to politicians. Devs building br accent dashboards for NGOs tracking br accountants ennis debts amid contracts. Researchers analyzing br accpm patterns in public procurement.

Verdict

Solid for Brazilian transparency stacks if you self-host—docs cover quickstart and legal basis matrix, but 1.0% credibility and modest stars signal early maturity; test ETL pipelines thoroughly before prod. Worth forking for custom intel. (198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.