Policy Brain Workbench

Flags

Nodes

Edges

Crystals

Hackathon Data Snapshot

Server-side DuckDB snapshot used by guided scans. Credentials and raw SQL stay off the browser.

missing

Source

Hackathon warehouse not configured

Database

Not configured

Host

Hidden

Snapshot

Not built

Age

No snapshot

Worker

queued

Latest run

Statuscompleted

Sample cap500

CompletedMay 2, 2026, 10:20 a.m.

Snapshot row counts / 0 total

Build the snapshot with the local Python worker to populate counts.

Database search

Results render as temporary database nodes in the 3D brain and open in the evidence drawer.

Challenges

AI Agent Selection

Question template

Companies and nonprofits that received public funding, then dissolved, went bankrupt, or stopped filing soon after.

Recommended algorithms

duckdbpyodruptures

Expected outputs

dependency outlierspost-funding disappearance flags

Current data coverage

entity_fundingsnapshot missing

grantssnapshot missing

cra_financialssnapshot missing

Selected group

Zombie Recipients

Three.js / WebGL / OrbitControls / Force graph

Brain legend

3D red maple leaf: hackathon source graph

Ten orbit nodes per challenge: database-backed evidence lenses

Badges: tags, evidence artifacts, source records

12 crystals / 25 graph nodes / 17 edges

Evidence drilldown

Select a graph node, challenge, or evidence card to inspect source schema, table, primary key, and generated artifacts.

Aurora Civic Labs

zombie-recipients:a3e74b9c-ab05-4275-a863-7cc6faef9fd3

99%

run id: d802301e-b3a5-42be-afb0-42605c75f385

entity id: a3e74b9c-ab05-4275-a863-7cc6faef9fd3

entity name: Aurora Civic Labs

source view: challenge_01_zombie_recipients_v

analysis version: mvp-rules-v1

dissolution date: 2026-03-20

18132822-b001-4e1a-a9b1-9ca3a1b27ef3

zombie-recipients:public-funding-dependency:18132822-b001-4e1a-a9b1-9ca3a1b27ef3

88%

toolbox: pyod

entity id: 18132822-b001-4e1a-a9b1-9ca3a1b27ef3

challenge key: zombie-recipients

subject label: Aurora Civic Labs

subject source: general.entity_golden_records

analysis run id: 7f0c9450-c5d7-42aa-87ae-c6ab62fab906

pyod:entity-funding:6b4a20ad-141c-4a2a-ad3a-eaa0f74ede11

82%

toolbox: pyod

z score: 2.2

fallback: true

subject label: Northline Infrastructure Inc

subject source: general.vw_entity_funding

analysis run id: 7f0c9450-c5d7-42aa-87ae-c6ab62fab906

pygod:fallback:c19b3312-2703-426d-88b5-a15bf371cf46

81%

toolbox: pygod

fallback: true

subject label: c19b3312-2703-426d-88b5-a15bf371cf46

subject source: cra.loop_edges

analysis run id: 838936ee-6511-439d-8eba-c75032215d4b

weighted degree: 480K

Artifacts

Challenge flags10

Memory crystals0

Findings0

Active jobqueued

Independent Accountability Platform

Canadian Government
Accountability Dashboard

Follow the money. Track MP expenses, lobbying contacts, and political donations flowing through Parliament. 340 MPs scored across 12 accountability metrics.

340 MPs•43 Data Sources•12 Metrics•129K+ records

Active MPs

343

House of Commons

Total Expenses

$19.5M

All disclosed expenses

Lobbying Contacts

104,427

Logged communications

Political Donations

$62.7M

Elections Canada data

Parliamentary Votes

25,165

Individual MP ballots

Data Sources

Government databases tracked

Data updated 1mo ago

Alberta-Ottawa Hackathon

Jump to the Policy Brain Workbench for the hackathon database search, guided analysis templates, and interactive funding graph.

MP Scorecard

Performance grades for every MP based on transparency, engagement, accountability, and responsiveness metrics.

MP Expense Tracker

See how every MP spends taxpayer money. Interactive Sankey diagrams break down Salaries, Travel, Hospitality, Office costs, and more.

Lobbying Flow Map

Visualize which organizations are lobbying which MPs and parties. Track lobbying registrations and communications.

Donation Money Flow

Follow real dollars from donors to political parties and candidates. See who funds Canadian politics with Elections Canada data.

Party Comparison

Compare spending patterns, lobbying exposure, and donation sources across all major parties side by side.

Methodology

Learn about our data sources, refresh schedule, and how we transform raw government data into accountability visualizations.

Gas Price Accountability

See what each level of government adds to your gas price. Non-partisan breakdown of Canadian vs US prices by province.

Government AI Savings

Track $20.7B in annual consulting spending and explore where AI could save $10B per year.

Department Dashboards

Explore federal department spending, FTEs, contracts, and performance across 15 major departments.

Find Your MP

Enter your postal code to find your federal MP, see their party, riding, and link to their full accountability profile.

Accountability map

Provincial overview of average MP scorecard scores — circle size by caucus size, colour by performance.

Search speeches

Full-text search across parliamentary speech previews sourced from OpenParliament.

Bill Tracker

Track federal bills in the current parliamentary session. Search by number or title and see status, sponsors, and progress.

Trends

Quarterly expenses, donation volume, lobbying frequency over time, and how expense categories shift across reporting periods.

Conflict signals

Cross-check lobbying, donations, and votes to surface potential conflicts of interest and timeline patterns.

Oversight Reports

Browse Auditor General audits, PBO analyses, ethics rulings, and environmental commissioner reports.

43 Data Sources

Browse all government data sources powering this platform, with live integration status and freshness indicators.