City Compass

LLM access for Brisbane (C), Queensland.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- acacia-ridge (Acacia Ridge)
- albion-brisbane-qld (Albion (Brisbane - Qld))
- alderley (Alderley)
- algester (Algester)
- annerley (Annerley)
- anstead (Anstead)
- archerfield (Archerfield)
- ascot-brisbane-qld (Ascot (Brisbane - Qld))
- ashgrove (Ashgrove)
- aspley (Aspley)
- auchenflower (Auchenflower)
- bald-hills-qld (Bald Hills (Qld))
- balmoral-qld (Balmoral (Qld))
- banyo (Banyo)
- bardon (Bardon)
- bellbowrie (Bellbowrie)
- belmont-qld (Belmont (Qld))
- boondall (Boondall)
- bowen-hills (Bowen Hills)
- bracken-ridge (Bracken Ridge)
- bridgeman-downs (Bridgeman Downs)
- brighton-qld (Brighton (Qld))
- brisbane-airport (Brisbane Airport)
- brisbane-city (Brisbane City)
- brookfield-qld (Brookfield (Qld))
- bulimba (Bulimba)
- bulwer (Bulwer)
- burbank (Burbank)
- calamvale (Calamvale)
- camp-hill (Camp Hill)
- cannon-hill (Cannon Hill)
- carina-qld (Carina (Qld))
- carina-heights (Carina Heights)
- carindale (Carindale)
- carseldine (Carseldine)
- chandler-qld (Chandler (Qld))
- chapel-hill-qld (Chapel Hill (Qld))
- chelmer (Chelmer)
- chermside (Chermside)
- chermside-west (Chermside West)
- clayfield (Clayfield)
- coopers-plains (Coopers Plains)
- coorparoo (Coorparoo)
- corinda (Corinda)
- cowan-cowan (Cowan Cowan)
- darra (Darra)
- deagon (Deagon)
- doolandella (Doolandella)
- drewvale (Drewvale)
- durack-qld (Durack (Qld))
- dutton-park (Dutton Park)
- eagle-farm (Eagle Farm)
- east-brisbane (East Brisbane)
- eight-mile-plains (Eight Mile Plains)
- ellen-grove (Ellen Grove)
- enoggera (Enoggera)
- enoggera-reservoir (Enoggera Reservoir)
- everton-park (Everton Park)
- fairfield-qld (Fairfield (Qld))
- ferny-grove (Ferny Grove)
- fig-tree-pocket (Fig Tree Pocket)
- fitzgibbon (Fitzgibbon)
- forest-lake (Forest Lake)
- fortitude-valley (Fortitude Valley)
- gaythorne (Gaythorne)
- geebung (Geebung)
- gordon-park (Gordon Park)
- graceville (Graceville)
- grange-qld (Grange (Qld))
- greenslopes (Greenslopes)
- gumdale (Gumdale)
- hamilton-qld (Hamilton (Qld))
- hawthorne (Hawthorne)
- heathwood (Heathwood)
- hemmant (Hemmant)
- hendra (Hendra)
- herston (Herston)
- highgate-hill (Highgate Hill)
- holland-park (Holland Park)
- holland-park-west (Holland Park West)
- inala (Inala)
- indooroopilly (Indooroopilly)
- jamboree-heights (Jamboree Heights)
- jindalee-qld (Jindalee (Qld))
- kalinga (Kalinga)
- kangaroo-point-qld (Kangaroo Point (Qld))
- karana-downs (Karana Downs)
- karawatha (Karawatha)
- kedron (Kedron)
- kelvin-grove (Kelvin Grove)
- kenmore (Kenmore)
- kenmore-hills (Kenmore Hills)
- keperra (Keperra)
- kholo (Kholo)
- kooringal-qld (Kooringal (Qld))
- kuraby (Kuraby)
- larapinta-qld (Larapinta (Qld))
- lota (Lota)
- lutwyche (Lutwyche)
- lytton (Lytton)
- macgregor-qld (Macgregor (Qld))
- mackenzie-brisbane-qld (Mackenzie (Brisbane - Qld))
- manly-qld (Manly (Qld))
- manly-west (Manly West)
- mansfield-qld (Mansfield (Qld))
- mcdowall (McDowall)
- middle-park-qld (Middle Park (Qld))
- milton-qld (Milton (Qld))
- mitchelton (Mitchelton)
- moggill (Moggill)
- moorooka (Moorooka)
- moreton-bay-part (Moreton Bay (part))
- moreton-island (Moreton Island)
- morningside (Morningside)
- mount-coot-tha (Mount Coot-tha)
- mount-crosby (Mount Crosby)
- mount-gravatt (Mount Gravatt)
- mount-gravatt-east (Mount Gravatt East)
- mount-ommaney (Mount Ommaney)
- murarrie (Murarrie)
- nathan (Nathan)
- new-farm (New Farm)
- newmarket (Newmarket)
- newstead-qld (Newstead (Qld))
- norman-park (Norman Park)
- northgate-qld (Northgate (Qld))
- nudgee (Nudgee)
- nudgee-beach (Nudgee Beach)
- nundah (Nundah)
- oxley-qld (Oxley (Qld))
- paddington-qld (Paddington (Qld))
- pallara (Pallara)
- parkinson (Parkinson)
- petrie-terrace (Petrie Terrace)
- pinjarra-hills (Pinjarra Hills)
- pinkenba (Pinkenba)
- port-of-brisbane (Port Of Brisbane)
- pullenvale (Pullenvale)
- ransome (Ransome)
- red-hill-brisbane-qld (Red Hill (Brisbane - Qld))
- richlands-qld (Richlands (Qld))
- riverhills (Riverhills)
- robertson-qld (Robertson (Qld))
- rochedale (Rochedale)
- rocklea-qld (Rocklea (Qld))
- runcorn (Runcorn)
- salisbury-qld (Salisbury (Qld))
- sandgate-qld (Sandgate (Qld))
- seven-hills-qld (Seven Hills (Qld))
- seventeen-mile-rocks (Seventeen Mile Rocks)
- sherwood-qld (Sherwood (Qld))
- shorncliffe (Shorncliffe)
- sinnamon-park (Sinnamon Park)
- south-brisbane (South Brisbane)
- spring-hill-qld (Spring Hill (Qld))
- st-lucia (St Lucia)
- stafford (Stafford)
- stafford-heights (Stafford Heights)
- stones-corner (Stones Corner)
- stretton (Stretton)
- sumner (Sumner)
- sunnybank (Sunnybank)
- sunnybank-hills (Sunnybank Hills)
- taigum (Taigum)
- taringa (Taringa)
- tarragindi (Tarragindi)
- teneriffe (Teneriffe)
- tennyson-qld (Tennyson (Qld))
- the-gap-brisbane-qld (The Gap (Brisbane - Qld))
- tingalpa (Tingalpa)
- toowong (Toowong)
- upper-brookfield (Upper Brookfield)
- upper-kedron (Upper Kedron)
- upper-mount-gravatt (Upper Mount Gravatt)
- virginia-qld (Virginia (Qld))
- wacol (Wacol)
- wakerley (Wakerley)
- wavell-heights (Wavell Heights)
- west-end-brisbane-qld (West End (Brisbane - Qld))
- westlake (Westlake)
- willawong (Willawong)
- wilston (Wilston)
- windsor-qld (Windsor (Qld))
- wishart-qld (Wishart (Qld))
- woolloongabba (Woolloongabba)
- wooloowin (Wooloowin)
- wynnum (Wynnum)
- wynnum-west (Wynnum West)
- yeerongpilly (Yeerongpilly)
- yeronga (Yeronga)
- zillmere (Zillmere)

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