City Compass

LLM access for Busselton (C), Western Australia.

Entry point: https://citycompass.com.au/busselton-c/community
Catalog: https://citycompass.com.au/busselton-c/community/llm/index.json

How to use this data

Each topic is available as both an HTML page and a machine-readable JSON/CSV endpoint.

Read the HTML page first. It provides interpretation context: what the data measures, how to read the numbers, what benchmark deviations are meaningful, and which related topics to cross-reference. The "Key insight" section contains a pre-computed editorial summary of the most notable finding.

Then use the JSON endpoint for precise data. Responses include counts, percentages, benchmark comparisons, and change-over-time for both Census years. Rows with a non-null "highlight" field have a noteworthy deviation from the benchmark. The "manifest" block lists all valid parameter combinations for further queries.

To compare a single category across all suburbs within the LGA, use ?view=compare&category={slug} on the JSON endpoint. To understand what drives a pattern, pull related topics listed in topic_metadata.related_topics for the same area.

Canonical route patterns for this LGA:
https://citycompass.com.au/busselton-c/community
https://citycompass.com.au/busselton-c/community/{suburb}
https://citycompass.com.au/busselton-c/community/api/{category}/{topic}.json
https://citycompass.com.au/busselton-c/community/api/{category}/{topic}.csv
https://citycompass.com.au/busselton-c/community/{category}/{topic}
https://citycompass.com.au/busselton-c/community/{category}/{topic}?view=change
https://citycompass.com.au/busselton-c/community/{category}/{topic}?view=compare
https://citycompass.com.au/busselton-c/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/busselton-c/community/specialist/{topic}
https://citycompass.com.au/busselton-c/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/busselton-c/community/{suburb}/{category}/{topic}
https://citycompass.com.au/busselton-c/community/{suburb}/{category}/{topic}?view=change

Use the `/community/api/{category}/{topic}.json` and `.csv` routes for the canonical machine-readable topic contract.
Use `?view=change` for the change view on multi-year community topics.
Use `?view=compare&category={slug}` on the topic API to compare one category across all suburbs in the LGA.
Compare view is always LGA-scoped and does not accept suburb area values.
Use `?view=internal` for the SEIFA within-area specialist view.

Example API calls:
https://citycompass.com.au/busselton-c/community/api/population/service-age-groups.json?area=abba-river&benchmark=gccsa&sex=persons
https://citycompass.com.au/busselton-c/community/api/income/household-income-quartiles.json?area=abba-river&benchmark=gccsa&sex=persons
https://citycompass.com.au/busselton-c/community/api/housing/dwellings.json?area=abba-river&benchmark=gccsa&sex=persons

Suburbs in this LGA (use as {suburb} in route patterns above):
- abba-river (Abba River)
- abbey (Abbey)
- acton-park-wa (Acton Park (WA))
- ambergate (Ambergate)
- anniebrook (Anniebrook)
- boallia (Boallia)
- bovell (Bovell)
- broadwater-wa (Broadwater (WA))
- busselton (Busselton)
- carbunup-river (Carbunup River)
- chapman-hill (Chapman Hill)
- dunsborough (Dunsborough)
- eagle-bay (Eagle Bay)
- geographe (Geographe)
- hithergreen (Hithergreen)
- jarrahwood (Jarrahwood)
- jindong (Jindong)
- kalgup (Kalgup)
- kaloorup (Kaloorup)
- kealy (Kealy)
- ludlow-part (Ludlow (part))
- marybrook (Marybrook)
- metricup (Metricup)
- naturaliste (Naturaliste)
- north-jindong (North Jindong)
- quedjinup (Quedjinup)
- quindalup (Quindalup)
- reinscourt (Reinscourt)
- ruabon (Ruabon)
- sabina-river (Sabina River)
- siesta-park (Siesta Park)
- tutunup (Tutunup)
- vasse (Vasse)
- walsall (Walsall)
- west-busselton (West Busselton)
- wilyabrup (Wilyabrup)
- wonnerup (Wonnerup)
- yallingup (Yallingup)
- yallingup-siding (Yallingup Siding)
- yalyalup (Yalyalup)
- yelverton (Yelverton)
- yoganup (Yoganup)
- yoongarillup (Yoongarillup)

Only implemented Community Explorer pages and machine-readable topic contracts for this LGA are listed in the catalog.