The workshop

Data room

The investigations on this site are built on datasets, and most of those datasets end up somewhere you can search yourself. This is that shelf: every data explorer and live dashboard built so far, each one a site of its own with its own copy of the data and its own source code.

Compiled automatically from the build indexes each time this site deploys, so it lists what actually exists rather than what someone remembered to add. Utilities, games and toys that are not built on a dataset are left out.

Data explorers
76
Live dashboards
11
Total
87

August 2026 28

Explorer AU

Cyclone Tracks

Every tropical cyclone tracked in the Australian region since 1880 — where they formed, where they crossed the coast, and how the record itself has changed.

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Explorer

Topicgap

Cluster your own support tickets or production queries on-device and find the topics your eval set never covers.

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Explorer AU

Training Register

Which nationally recognised qualifications can nobody in Australia teach, and who is allowed to teach the rest.

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Explorer AU

Native Title

Every native title determination, agreement and live claim in Australia, mapped and explained.

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Explorer

Evalspill

Find the eval rows whose text already appears inside your training file, and leave with a cleaned eval set.

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Explorer

Epochcost

Find the training records your fine-tune will silently truncate, and what an epoch really costs.

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Explorer AU

Radio Spectrum

Who holds Australia's radio spectrum — 164,105 licences read as a whole, band by band and place by place.

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Explorer AU

International Student Courses

Compare what every CRICOS course costs per teaching week — including the hundreds of qualifications that are legally identical whoever you buy them from.

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Explorer AU

Corporate Tax Transparency

Every large company's income and tax bill in Australia — 6,158 named entities, eleven years of ATO transparency data, searchable.

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Explorer AU

Fuel Prices

Twenty-five years of Western Australian and Queensland petrol prices — the weekly cycle, and the cheapest day to fill up.

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Explorer AU

Public Service

Where Australia's federal public servants actually work — 195,847 people by region, agency and rank, over twenty years.

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Explorer

Chunkforge

Find the chunk size your retrieval actually needs, measured on your own documents.

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Explorer AU

Honours

Search every Australian honour on the public record — who gets recognised, what for, and where they live.

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Explorer

Runledger

Open an agent session like a file and see where the tokens actually went.

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Explorer AU

Farm Economics

Thirty-six years of the ABARES broadacre farm survey: what the farming earned, what the land underneath it earned, and how far apart those two numbers have grown.

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Explorer AU

Product Recalls

Every consumer product and vehicle recalled in Australia — what was wrong with it, what to do, and how what we recall has changed.

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Explorer AU

Water Market

Every registered water trade in Australia — what a megalitre costs, which way it flows, and what a bottleneck in a river is worth.

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Explorer AU

Financial Advisers

Every person who has ever advised Australians on money — who they worked for, who owned that firm, and where they went when the banks walked away.

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Explorer AU

Work Injuries

Who gets hurt at work in Australia, what it costs them, and whether anyone is enforcing the law.

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Explorer

Backslide

Drop yesterday's eval run and today's, and get back only the rows that got worse.

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Explorer AU

Bushfires

Every mapped bushfire in Australia since 1899, corrected for the double-counting that inflates most published totals.

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Explorer AU

Intellectual Property

Every patent, trade mark, design and plant breeder's right ever filed in Australia — 4.3 million applications, 122 years, and who actually files them.

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Explorer AU

Mobile Towers

Every mobile tower in Australia — which networks can actually reach where you live, what spectrum they use, and which towers the public paid for.

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Explorer

Searchpack

Turn your docs folder into a drop-in semantic search engine — a binary index and a tiny search shim, zipped, with no backend ever.

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Explorer

Chatprint

Your AI request came back with "maximum context length exceeded" and you cannot tell what filled it. Paste the request your code was about to send and Chatprint shows you the exact text the model receives, then breaks the token count down by system prompt, tool definitions, retrieved documents and conversation history — so you can see what is actually spending your context, and trim it to fit. It uses each model's own template and tokenizer, so the numbers are the real ones: the same conversation costs 6,478 tokens on one model and 1,900 on another, because some quietly discard your tool definitions entirely.

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Explorer

GGUFScope

Will this AI model fit on your graphics card? Paste a Hugging Face model id and GGUFScope reads the model's real internal layout straight out of the file — about 8 MB of a multi-gigabyte download — then tells you exactly how much VRAM it needs, at what context length, and hands you the llama-server command that fits. The VRAM calculators guess from a parameter count and a quant name; both are unreliable, so this reads the actual file instead and proves it by reconciling the numbers against the file's true byte size.

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Live dashboard

Tiltwell

A spirit level, angle finder and inclinometer in your browser — lay your phone flat to check a shelf is level, or hold it against a slope to read the angle, percent grade, roof pitch and ramp ratio, all from the orientation sensor with nothing uploaded. Capture readings to a CSV and a report card; calibrate it to zero against any reference surface. No sensor? The Photo tab is an on-screen protractor: tap points on a photo to measure any angle and export it annotated.

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Explorer AU

Warming

How much hotter Australia has become — the Bureau of Meteorology's official temperature record for 112 stations since 1910, as warming stripes, a map and rankings.

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July 2026 41

Live dashboard

QuakeWatch

Every earthquake on Earth right now, in plain language — magnitude, depth, energy, tsunami risk and the tectonic plate it sits on.

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Explorer AU

Retail Spending

What Australia spends at the shops — by category, state and month since 1982, and how much of the growth is just inflation.

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Explorer AU

Births & Fertility

Fifty years of Australia's birth rate — a record-low fertility rate, mothers a decade older, and where and when babies are born.

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Live dashboard AU

Aurora Australis

Live Southern Lights forecast — can you see the aurora tonight? Real-time Kp, solar wind and the aurora oval, with a chance for every southern city.

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Explorer AU

Waste & Recycling

Every tonne of waste Australia throws out — where it goes, and how much comes back. Metals recycle at 87%; plastics at just 13%.

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Explorer AU

Victorian Rents

Median weekly rents for every Victorian suburb and council, 1999–2025 — how much it costs to rent, and how fast it climbed.

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Explorer AU

Shark Incidents

Every recorded shark–human encounter in Australia since 1791 — by place, species, activity and outcome, and why most people survive.

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Explorer AU

Overseas Arrivals

Who visits Australia, why they come, and how COVID erased the border — 50 years of monthly arrivals by country, reason and length of stay.

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Explorer AU

Cost of Living

What actually got more expensive in Australia — every item in the CPI basket since 1948, city by city, and whether wages kept up.

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Explorer AU

Baby Names

Australia's most popular baby names since 1952 — search any name's rise and fall, and see how the #1 name isn't what it used to be.

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Explorer AU

Safeguard Emitters

Australia's biggest industrial carbon emitters under the Safeguard Mechanism — their declining baselines, and who went over the line.

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Explorer AU

Population Change

Where Australia is growing and shrinking — every council mapped and ranked, and the three engines behind it: births minus deaths, and migration in and out.

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Explorer AU

Vehicle Fleet

Every car, ute, truck and motorbike registered in Australia — by fuel type, age, make and postcode. See how much of the fleet is really electric.

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Live dashboard

Noisewell

A sound level meter in your browser — measure noise in dB(A) with your microphone, log it over time, and export a report (Leq, Lmax, L10/L90 as a chart and CSV). Nothing is uploaded.

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Explorer AU

Foreign Ownership

Who owns Australia — foreign ownership of the nation's farmland, water, homes, mines and businesses, by country and state.

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Explorer AU

Federal Election Results

Every seat, swing and preference flow from Australia's 2025 federal election — mapped, ranked and explained.

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Explorer AU

Imprisonment

How many Australians are in prison, who they are, and the over-representation gap a headline rate hides.

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Live dashboard

Shakewell

Measure vibration frequency with your phone — turn the accelerometer into a seismograph, spectrum analyser and RPM meter. Nothing is uploaded.

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Explorer AU

Bank Branches

Every bank branch, ATM and Bank@Post in Australia — and the 44% of branches that have vanished since 2017.

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Explorer AU

Mortality Atlas

Where Australians die younger than they should — avoidable deaths, causes and the age effect, region by region.

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Explorer AU

Threatened Species

Every plant and animal on Australia's EPBC Act threatened list — by status, family tree, and where each one lives.

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Explorer AU

Building Approvals

Where Australia approves new homes — house vs apartment, region by region, against the 1.2-million target.

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Explorer AU

Universities

Every Australian university compared — drop-out rates, completion odds, international share and class sizes.

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Explorer

Gridwell

Open, query and convert CSV files too big for Excel — millions of rows, filtered and exported in seconds. Nothing is uploaded; works offline.

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Explorer AU

Personal Insolvency

Where Australians go broke — bankruptcies and debt agreements for every region since 2007.

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Explorer AU

Trade Flows

What Australia sells the world, what it buys back, and how much of it rests on one customer.

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Explorer AU

Welfare Payments

Who receives government income support in every Australian suburb — and what the Age Pension hides.

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Explorer AU

Prescription Medicines

Every medicine Australia is prescribed on the PBS — what each one costs, how often it's dispensed, and how much the government pays versus you.

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Explorer AU

Income by Postcode

What people actually earn in every Australian postcode — median vs average income, negative gearing and HELP debt, straight from ATO tax data.

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Explorer AU

Rooftop Solar

Every rooftop solar panel and home battery in Australia by postcode — see how your suburb compares, and why renters and apartments are being left behind.

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Explorer AU

Parliamentary Expenses

Every taxpayer-funded work expense claimed by Australia's federal MPs and Senators since the 2022 election — search, rank and map ~$618M of IPEA expenditure by person, party, category and electorate.

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Explorer AU

Immunisation Coverage

Childhood vaccination coverage for every Australian region, mapped against the 95% herd-immunity line — find your area, see which vaccines lag, and the First Nations gap.

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Explorer AU

Super Funds

Compare every Australian MySuper default super fund — 10-year net returns, fees at your balance, and the APRA performance test — all 52 products side by side.

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Explorer

Temporary Visa Holders

How many people live in Australia on each temporary visa — 2.9 million holders by nationality, visa type and over 14 years, from the official Home Affairs data, mapped, ranked and charted.

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Explorer AU

Foreign Relations

How Australia formally relates to every other government — 4,500+ treaties, the entire embassy network, trade agreements and organisation memberships, joined per country.

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Explorer AU

Regional Unemployment

The unemployment rate for every Australian local government area — 15 years of official Small Area Labour Markets data, mapped, ranked and charted, with hotspots and trends surfaced automatically.

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Explorer AU

NSW Pokies Losses

How much each NSW council area loses to poker machines — clubs and hotels ranked, mapped and tracked over six years, with loss-per-adult comparisons for all 128 LGAs.

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Explorer AU

Gender Pay Gap

Search the gender pay gap at 8,600+ Australian employers — official WGEA data ranked, compared to industry and national medians, tracked year-on-year, and broken down by pay quartile.

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Explorer AU

Government Contracts

Follow the public money — every Australian federal government contract for FY2025-26, with supplier and agency leaderboards, a relationship network, spend-flow, state map and a searchable database.

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Explorer AU

Pokies Losses

How much your community loses to poker machines — Australian pokies losses by Local Government Area, ranked per-adult, mapped, and compared across states.

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Explorer AU

Machinery of Government

Interactive map of the Australian Government — every department, agency, statutory body and public entity across 17 portfolios, with a Cabinet view, treemap, matrix, relationship graph, map, timeline, searchable table, and auto-computed insights.

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June 2026 8

Explorer AU

Flight Delays

Which Australian domestic flights run on time? Compare every major route and airline by on-time arrivals, delays and cancellations — 22 years of official BITRE data, mapped and searchable.

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Live dashboard

Pullshark

Discover open-source products trending on GitHub, re-ranked live in the browser by an HN-style decay.

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Explorer AU

Childcare Watch

Search and compare every Australian childcare and early-learning service — NQS ratings, all seven Quality Area sub-scores, provider chains, leaderboards, and rating-change tracking.

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Explorer AU

Charity Watch

Look up any of Australia's 65,000+ registered charities — sector, finances, where money comes from and goes, plus auto-detected anomalies.

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Explorer AU

Pollution Watch

Every industrial facility in Australia and the toxic substances it reports releasing — 8,140 sites, 93 pollutants, mapped and searchable.

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Explorer

NDIS Watch

Search every NDIS Commission compliance action — banning orders, registration revocations, suspensions, and notices against Australian disability providers and workers — by name, state, and severity.

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Explorer AU

Aged Care Quality

Search and compare every Australian residential aged care home — Star Ratings, staffing, resident surveys, and quality measures from official government data.

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Explorer

Leader Skills

Explore well-documented leaders, then build your own leadership operating system.

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April 2026 10

Live dashboard

DSN Watch

Live view of NASA's Deep Space Network — every antenna, every spacecraft, right now. A consumer-friendly reimagining of NASA's DSN Now dashboard.

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Explorer AU

Crime Statistics

Explore and compare crime statistics across every Australian state and territory — standardised ANZSOC categories, per-capita rates, and auto-detected anomalies in one interactive dashboard.

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Explorer AU

Development Applications

Unified planning and development application explorer across Australian councils — search, filter, and visualise DAs by type, status, suburb, and processing time.

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Explorer AU

Road Crashes

Interactive explorer for 58,000+ Australian road fatality records (1989–2026) from the BITRE ARDD — trends, maps, demographics, and temporal heatmaps.

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Explorer AU

Political Donations

Searchable Australian political donations explorer unifying the AEC Transparency Register and all state/territory disclosure registers into one interface with filters, aggregates, and jurisdiction comparison.

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Explorer AU

Hospital Performance

Searchable Australian hospital performance explorer — ED 4-hour departure rates, triage response times, and elective surgery waits for 1,400+ hospitals via AIHW MyHospitals API.

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Live dashboard AU

NEMWatch

Live Australian electricity spot prices and grid demand for all NEM regions, updated every 5 minutes from AEMO data.

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Live dashboard AU

Dam Levels

Live storage levels for 26 major Australian dams and reservoirs via Bureau of Meteorology Water Data Online.

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Live dashboard

ThreatGlobe

Real-time global cyber threat observatory with interactive 3D globe.

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Live dashboard

Artemis Tracker

Real-time Artemis mission tracker with 3D trajectory visualization.

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