City Compass

LLM access for Cairns (R), Queensland.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- aeroglen (Aeroglen)
- aloomba (Aloomba)
- babinda-qld (Babinda (Qld))
- barron (Barron)
- barron-gorge (Barron Gorge)
- bartle-frere (Bartle Frere)
- bayview-heights (Bayview Heights)
- bellenden-ker (Bellenden Ker)
- bentley-park (Bentley Park)
- bramston-beach (Bramston Beach)
- brinsmead (Brinsmead)
- bungalow (Bungalow)
- cairns-city (Cairns City)
- cairns-north (Cairns North)
- caravonica (Caravonica)
- clifton-beach-qld (Clifton Beach (Qld))
- deeral (Deeral)
- earlville (Earlville)
- east-russell (East Russell)
- east-trinity (East Trinity)
- edge-hill (Edge Hill)
- edmonton (Edmonton)
- ellis-beach (Ellis Beach)
- eubenangee-part (Eubenangee (part))
- fishery-falls (Fishery Falls)
- fitzroy-island (Fitzroy Island)
- freshwater-qld (Freshwater (Qld))
- glen-boughton (Glen Boughton)
- goldsborough-qld (Goldsborough (Qld))
- gordonvale (Gordonvale)
- green-hill (Green Hill)
- green-island (Green Island)
- holloways-beach (Holloways Beach)
- kamerunga (Kamerunga)
- kanimbla-qld (Kanimbla (Qld))
- kewarra-beach (Kewarra Beach)
- lamb-range (Lamb Range)
- little-mulgrave (Little Mulgrave)
- macalister-range (Macalister Range)
- machans-beach (Machans Beach)
- manoora-qld (Manoora (Qld))
- manunda (Manunda)
- mirriwinni (Mirriwinni)
- mooroobool (Mooroobool)
- mount-peter (Mount Peter)
- mount-sheridan-qld (Mount Sheridan (Qld))
- ngatjan-part (Ngatjan (part))
- packers-camp (Packers Camp)
- palm-cove (Palm Cove)
- parramatta-park (Parramatta Park)
- portsmith (Portsmith)
- redlynch (Redlynch)
- smithfield-qld (Smithfield (Qld))
- stratford-qld (Stratford (Qld))
- trinity-beach (Trinity Beach)
- trinity-park (Trinity Park)
- waugh-pocket (Waugh Pocket)
- westcourt (Westcourt)
- white-rock-cairns-qld (White Rock (Cairns - Qld))
- whitfield-qld (Whitfield (Qld))
- woopen-creek (Woopen Creek)
- wooroonooran-cairns-qld-part (Wooroonooran (Cairns - Qld) (part))
- woree (Woree)
- wrights-creek-qld (Wrights Creek (Qld))
- yorkeys-knob (Yorkeys Knob)

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