What does each row hold?

A count of vehicles on the Victorian register at the end of the quarter that share one make, model and body colour. Boats and trailers are not included.

What do the codes mean?

Make and model are the register's codes of up to six characters, such as TOYOTA and RANGER, and colour is a three letter code such as WHI or BLK. Some models are blank or read UNK, as the register holds them, and a few combinations appear on more than one row.

Each version is the newest quarterly snapshot the department has released. The portal lists earlier quarters back to the second quarter of 2023 as separate files.

Datasets / Victoria / Transport and Planning / Victorian vehicle registration counts

Registered vehicles by make, model and colour, Victoria

Name: Registered vehicles by make, model and colour, Victoria
Creator: Department of Transport and Planning
Published: 2026-07-14
License: https://creativecommons.org/licenses/by/4.0/

live

Publisher Department of Transport and PlanningUpdated quarterlyLicence CC BY 4.0Latest 2026-07-14Rows 164,062Fields 4

The whole fleet vehicle registration snapshot by model from the Department of Transport and Planning. Each row is the count of registered vehicles that share a make, model and body colour at the end of a quarter. Boats and trailers are not included. The publisher notes that some words may be misspelt or attributes incorrect.

Also called: Whole Fleet Vehicle Registration Snapshot by Model, VicRoads registered vehicles by model, Most common car models registered in Victoria.

Part of Victorian vehicle registration counts, 3 tables the publisher releases together: Registered vehicles by postcode, make, year and fuel, Victoria, New vehicles registered each month by make and model, Victoria.

Before you use it

What does each row hold?: A count of vehicles on the Victorian register at the end of the quarter that share one make, model and body colour. Boats and trailers are not included.
What do the codes mean?: Make and model are the register's codes of up to six characters, such as TOYOTA and RANGER, and colour is a three letter code such as WHI or BLK. Some models are blank or read UNK, as the register holds them, and a few combinations appear on more than one row.
Which quarter is it?: Each version is the newest quarterly snapshot the department has released. The portal lists earlier quarters back to the second quarter of 2023 as separate files.

Made for agents

Connect your AI agent

Any agent that connects to publicdata.au/mcp can find this dataset, read its 4 fields, count and filter across all 164,062 rows and diff its versions. Every answer names the version and carries Transport and Planning's attribution. No key.

Then ask it: What does Registered vehicles by make, model and colour, Victoria hold, and what changed in the newest version?

claude mcp add --transport http publicdata https://publicdata.au/mcp

One command. No key, no account, no sign-up.

https://publicdata.au/mcp

Streamable HTTP. Cursor, VS Code or any client that connects to a remote MCP server.

Using https://publicdata.au/llms.txt, how many people died on Queensland roads in 2025, by month?

For an assistant that reads the web and has no connector.

ExploreChart every row in your browser

A dashboard over every row. Click to filter, add panels, share a link or embed a frame.

Query APIFilter and count from a URL

aggregate?group=make&metric=sum.vehicles

Registered vehicles by make: 1,068,000 TOYOTA, 505,702 FORD, 477,786 MAZDA, 402,834 HOLDEN.

Download it as Excel, CSV, JSON and 6 more formats

Pick a format and a version. Excel is picked first because it opens in the tools most offices have. The URL is yours to keep. A dated version never changes.

Format

Version "Latest" redirects to the newest version and will change when the publisher releases again. A dated version never changes.

https://publicdata.au/d/vic-vehicle-registrations-by-model/latest/data.xlsx

Download

In your own tools

Use it in Excel, R, Python and more

Excel and Power BI read the CSV from its address and refresh from it. The R and Python packages take any dataset on this site by its slug, so a new dataset needs no new release. The DuckDB file attaches read-only over HTTPS, and a query reads only the blocks it touches.

The dated URL in the code never changes. https://publicdata.au/d/vic-vehicle-registrations-by-model/latest/ redirects to the newest version.

https://publicdata.au/d/vic-vehicle-registrations-by-model/latest/data.csv

In Excel choose Data, then From Web, and paste this address. Excel keeps it, so Refresh All reads the newest version. A sheet holds about a million rows; past that, load the query to the Data Model.

https://publicdata.au/d/vic-vehicle-registrations-by-model/latest/data.csv

In Power BI Desktop choose Get data, then Web, paste this address and choose Anonymous when asked how to sign in. A scheduled refresh reads the same address, so the report follows each new version.

library(publicdataau)
df <- pd_read("vic-vehicle-registrations-by-model")
pd_attribution(df)

install.packages("publicdataau"). pd_read() fetches the version's Parquet file; pd_rows() and pd_aggregate() ask the query API instead, and pd_connect() attaches the DuckDB file.

import publicdata_au as pd_au
df = pd_au.read("vic-vehicle-registrations-by-model")
df.attrs["publicdata"]["attribution"]

pip install "publicdata-au[pandas]". read() fetches the version's Parquet file; rows() and aggregate() ask the query API, and connect() attaches the DuckDB file.

INSTALL httpfs; LOAD httpfs;
ATTACH 'https://publicdata.au/d/vic-vehicle-registrations-by-model/v/2026-07-14/data.duckdb' AS vic_vehicle_registrations_by_model (READ_ONLY);
SELECT make, count(*) FROM vic_vehicle_registrations_by_model.records GROUP BY 1 ORDER BY 2 DESC;

The DuckDB file attaches read-only over HTTPS and only the blocks a query touches are read. Parquet works the same way: FROM read_parquet(url).

const res = await fetch("https://publicdata.au/api/v1/datasets/vic-vehicle-registrations-by-model/aggregate?group=make&metric=sum.vehicles");
const { rows, publicdata } = await res.json();
console.log(rows, publicdata.attribution);

The query API answers a page on any site as well as Node, with no key. It returns the rows and the attribution the licence asks for.

What is in it

Column names are made snake_case and the publisher's original header is kept beside each one. Blank cells are null. Nothing is added, removed, ranked or summarised.

Field	Type	Publisher's header	Note
make	string	CD_MAKE_VEH1	The register's make code, up to six characters.
model	string	CD_MODEL_VEH	The register's model code, up to six characters. Blank on some rows.
colour	string	CD_CLR_BDY_VEH_P	The register's three letter colour code.
vehicles	integer	TOTAL1

Download this table as a data dictionary (Excel), or read it as a Frictionless Table Schema at schema.json.

A sample of 10 rows

The ten make, model and colour combinations with the most vehicles on the register, most first. A blank cell is shown as null.

make	model	colour	vehicles
TOYOTA	HILUX	WHI	107793
FORD	RANGER	WHI	70954
TOYOTA	COROLL	WHI	55140
TOYOTA	HIACE	WHI	51419
MITSUB	TRITON	WHI	42588
TOYOTA	COROLL	SIL	39877
TOYOTA	CAMRY	WHI	39152
TOYOTA	RAV4	WHI	33873
HYNDAI	I30	WHI	33463
TOYOTA	LANDCR	WHI	30286

The first row as JSON

As it appears in data.json.

GET https://publicdata.au/d/vic-vehicle-registrations-by-model/latest/data.json
{
  "make": "A BARF",
  "model": null,
  "colour": "OGE",
  "vehicles": 1
}

Query it without downloading

The query API returns only the rows you ask for, as JSON, NDJSON or CSV, from the same typed rows as the files. It needs no key. Build a query here and run it, then copy the URL or the code into your own work.

Try rows or aggregate for this dataset. The query builder needs JavaScript.

How filters work

Each filter is field=operator.value in the query string, and every filter must match. A number or date field compares as a number or date, and a text field compares as text. Values are case-sensitive except with ilike. Prefix not. to negate a filter, as not.eq.value.

Operator	What it matches
eq.value	Equal to the value.
neq.value	Not equal to the value. A blank cell does not match.
gt.value	Greater than the value.
gte.value	Greater than or equal to the value.
lt.value	Less than the value.
lte.value	Less than or equal to the value.
like.text	Matches a pattern where * stands for any run of characters. Case-sensitive.
ilike.text	The same as like, ignoring case.
in.(a,b,c)	Equal to any value in the list. A value cannot contain a comma.
is.null	Blank in the source, or suppressed by the publisher.

Parameter	What it does
select	Fields to return, comma-separated. Every field when absent.
order	field.asc or field.desc, comma-separated. The publisher's row order when absent.
limit	Rows per page, 1 to 10,000. 100 when absent.
offset	Rows to skip. The next URL in each answer sets it for you.
group	On aggregate, fields to group by, comma-separated.
metric	On aggregate, count, sum.field, avg.field, min.field or max.field, comma-separated. count when absent.
format	json, ndjson or csv. JSON carries the provenance header, and the others carry it in response headers.

Without a version the API answers from the newest loaded version, and that answer changes when the publisher releases again. Put versions/<date>/ before rows or aggregate for an answer that never changes. /api/v1/datasets/<slug>/versions lists the loaded versions. The 1 newest version is loaded; versions lists them.

The API allows 60 requests in 10 seconds from one address. Above that it answers 429 for 10 seconds with a Retry-After header, a RateLimit-Policy header and a JSON body that gives the limit. Every API answer carries the same RateLimit-Policy. A client should wait the Retry-After seconds, or read the files, which have no limit. openapi.json describes this dataset's query paths for client generators and agents.

https://publicdata.au/mcp is a remote MCP server over Streamable HTTP with the same tools, defined in the same place, so a tool added to the pages is added here too. It needs no key and no account. The row tools are held to the query API's limit of 60 queries in 10 seconds from one address, and each call is two queries because it also counts the matching rows. Add it to Claude Code with claude mcp add --transport http publicdata https://publicdata.au/mcp, add the URL in Claude as a custom connector, or give it to any client that connects to remote MCP servers. Each queryable dataset is also a resource at https://publicdata.au/d/<slug>/fields.json, which lists its fields with their types, the publisher's descriptions, their ranges and the values they hold, so an agent can read a dataset's shape before it writes a query.

What changed

One version for every release the publisher has made since this site started following the dataset. The date is the day the file changed on the portal.

2026-07-14
164,062 rows4 fieldsutf-8-sigcf04808c84a9

versions.json · changes.json · history.tar.zst (780 KB, every version's Parquet and manifest)

Questions

How do I download Registered vehicles by make, model and colour as a CSV file?

Open https://publicdata.au/d/vic-vehicle-registrations-by-model/latest/data.csv. It redirects to the newest dated version, which is https://publicdata.au/d/vic-vehicle-registrations-by-model/v/2026-07-14/data.csv today. The same path serves Excel, JSON, Parquet, SQLite, DuckDB, NDJSON, Arrow. A dated URL never changes, so use it when the file must stay the same.

Can I open Registered vehicles by make, model and colour in Excel?

Yes. https://publicdata.au/d/vic-vehicle-registrations-by-model/v/2026-07-14/data.xlsx is a workbook with the 164,062 rows on a records sheet, the field list on a second sheet and the provenance on a third. The CSV also opens in Excel. https://publicdata.au/d/vic-vehicle-registrations-by-model/v/2026-07-14/data.csv.gz is the CSV at about a tenth of the size.

How often is Registered vehicles by make, model and colour updated?

Transport and Planning releases it quarterly. This site checks the portal every week and adds a dated version when the file changes.

Can I use Registered vehicles by make, model and colour commercially?

Yes. CC BY 4.0 allows commercial use, redistribution and derived works as long as the attribution is kept. The attribution string is in this page's side column and inside every file.

Is this the official source for Registered vehicles by make, model and colour?

No. The publisher is Department of Transport and Planning, and its page is https://discover.data.vic.gov.au/dataset/whole-fleet-vehicle-registration-snapshot-by-model. This site republishes the publisher's file without changing its content. The original sits beside every version as source.csv with its SHA-256, so the two can be compared.

What this site did to the data. Cells were typed, headers were renamed and the encoding was made UTF-8. Rows were left alone. The publisher's file sits beside every version as source.csv so the change can be checked.

Victorian vehicle registration counts is 3 tables here, and each takes its version date from its own file.

Attribution and citation

The licence requires the publisher's attribution. We ask that you also name publicdata.au and link to the version you used.

Department of Transport and Planning, Victorian Government, Whole Fleet Vehicle Registration Snapshot by Model, sourced 3 October 2026, https://discover.data.vic.gov.au/dataset/whole-fleet-vehicle-registration-snapshot-by-model, licensed under CC BY 4.0. Serialised and versioned by National Digital at publicdata.au, https://publicdata.au/d/vic-vehicle-registrations-by-model/v/2026-07-14/

The attribution alone is inside every file. Harvard is the author-date form a report or a brief asks for. Paste the HTML on a web page so the links carry.

Licence record

Department of Transport and Planning states the licence, CC BY 4.0, on its own page, which was read and recorded here on 1 October 2026.

Every fetch reads the licence again and stops when it has changed. The fetch that made version 2026-07-14 read it from discover.data.vic.gov.au on 3 October 2026.

Also published on

Hugging Faceload_dataset("National-Digital/vic-vehicle-registrations-by-model")
Kagglewith a starter notebook
ZenodoDOI 10.5281/zenodo.23116327

Each copy carries the same attribution and links back to this page.

For agents and tools

datapackage.jsonFrictionless data package pointing at the latest version
schema.jsonTable Schema for every field
schema.xlsxthe same field list as an Excel data dictionary
versions.jsonevery version with date, rows, fields and hash
changes.jsondiff for every consecutive pair
manifest.jsonwhere the bytes came from and when
Query APIfiltered rows and counts without a download
openapi.jsonOpenAPI 3.1 for this dataset's query paths
explore/charts and dashboards in the browser, shareable and embeddable
index.mdthis page as Markdown

This page carries a schema.org Dataset record and is listed in /.well-known/ard.json and /catalog.json.

Source

Department of Transport and Planning publishes this table on opendata.transport.vic.gov.au. Questions about the content go to the publisher. Questions about the files here go to corrections.

Fetched 3 October 2026. Source SHA-256 cf04808c84a91b7b…

Improve this dataset

This page is built from register/vic-vehicle-registrations-by-model.yaml on GitHub. Anyone can propose a fix to it, such as a clearer description or a field the publisher renamed, as a pull request.

Report a file that differs from the publisher's · How to contribute