City Compass

LLM access for Central Highlands (R) (Qld), Queensland.

Entry point: https://citycompass.com.au/central-highlands-r-qld/community
Catalog: https://citycompass.com.au/central-highlands-r-qld/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/central-highlands-r-qld/community
https://citycompass.com.au/central-highlands-r-qld/community/{suburb}
https://citycompass.com.au/central-highlands-r-qld/community/api/{category}/{topic}.json
https://citycompass.com.au/central-highlands-r-qld/community/api/{category}/{topic}.csv
https://citycompass.com.au/central-highlands-r-qld/community/{category}/{topic}
https://citycompass.com.au/central-highlands-r-qld/community/{category}/{topic}?view=change
https://citycompass.com.au/central-highlands-r-qld/community/{category}/{topic}?view=compare
https://citycompass.com.au/central-highlands-r-qld/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/central-highlands-r-qld/community/specialist/{topic}
https://citycompass.com.au/central-highlands-r-qld/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/central-highlands-r-qld/community/{suburb}/{category}/{topic}
https://citycompass.com.au/central-highlands-r-qld/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/central-highlands-r-qld/community/api/population/service-age-groups.json?area=albinia&benchmark=gccsa&sex=persons
https://citycompass.com.au/central-highlands-r-qld/community/api/income/household-income-quartiles.json?area=albinia&benchmark=gccsa&sex=persons
https://citycompass.com.au/central-highlands-r-qld/community/api/housing/dwellings.json?area=albinia&benchmark=gccsa&sex=persons

Suburbs in this LGA (use as {suburb} in route patterns above):
- albinia (Albinia)
- alsace (Alsace)
- anakie-siding (Anakie Siding)
- arcadia-valley (Arcadia Valley)
- arcturus (Arcturus)
- argyll (Argyll)
- balcomba-part (Balcomba (part))
- barnard (Barnard)
- bauhinia-part (Bauhinia (part))
- belcong (Belcong)
- bingegang (Bingegang)
- blackdown (Blackdown)
- blackwater (Blackwater)
- bluff (Bluff)
- boolburra (Boolburra)
- buckland-qld (Buckland (Qld))
- bundoora-qld (Bundoora (Qld))
- cairdbeign (Cairdbeign)
- capella (Capella)
- carbine-creek (Carbine Creek)
- carnarvon-park (Carnarvon Park)
- cheeseborough (Cheeseborough)
- chirnside (Chirnside)
- comet (Comet)
- cona-creek (Cona Creek)
- consuelo (Consuelo)
- coomoo (Coomoo)
- coorumbene (Coorumbene)
- cotherstone (Cotherstone)
- crinum (Crinum)
- dingo (Dingo)
- dromedary-qld (Dromedary (Qld))
- duaringa-part (Duaringa (part))
- emerald-qld (Emerald (Qld))
- fork-lagoons (Fork Lagoons)
- gainsford (Gainsford)
- gindie (Gindie)
- goomally (Goomally)
- goowarra (Goowarra)
- gordonstone (Gordonstone)
- hibernia (Hibernia)
- humboldt (Humboldt)
- jellinbah (Jellinbah)
- khosh-bulduk (Khosh Bulduk)
- lilyvale-central-highlands-qld (Lilyvale (Central Highlands - Qld))
- lochington (Lochington)
- lowesby (Lowesby)
- lowestoff (Lowestoff)
- mackenzie-central-highlands-qld (Mackenzie (Central Highlands - Qld))
- mantuan-downs (Mantuan Downs)
- mimosa-qld (Mimosa (Qld))
- minerva (Minerva)
- mount-macarthur (Mount Macarthur)
- mungabunda (Mungabunda)
- nandowrie (Nandowrie)
- oombabeer (Oombabeer)
- orion (Orion)
- retro (Retro)
- rewan (Rewan)
- rhydding (Rhydding)
- rolleston (Rolleston)
- sapphire-central (Sapphire Central)
- springsure (Springsure)
- stewarton-qld (Stewarton (Qld))
- theresa-creek-qld (Theresa Creek (Qld))
- tieri (Tieri)
- togara (Togara)
- wallaroo-qld-part (Wallaroo (Qld) (part))
- wealwandangie (Wealwandangie)
- willows (Willows)
- wooroona (Wooroona)
- wyuna-qld (Wyuna (Qld))

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