City Compass

LLM access for Sunshine Coast (R), Queensland.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- alexandra-headland (Alexandra Headland)
- aroona (Aroona)
- bald-knob (Bald Knob)
- balmoral-ridge (Balmoral Ridge)
- baringa (Baringa)
- battery-hill (Battery Hill)
- beerburrum (Beerburrum)
- beerwah (Beerwah)
- belli-park (Belli Park)
- bells-creek (Bells Creek)
- birtinya (Birtinya)
- bli-bli (Bli Bli)
- bokarina (Bokarina)
- booroobin-part (Booroobin (part))
- bribie-island-north (Bribie Island North)
- bridges (Bridges)
- buddina (Buddina)
- buderim (Buderim)
- burnside-qld (Burnside (Qld))
- caloundra (Caloundra)
- caloundra-west (Caloundra West)
- cambroon (Cambroon)
- chevallum (Chevallum)
- coes-creek (Coes Creek)
- conondale (Conondale)
- coochin-creek (Coochin Creek)
- coolabine (Coolabine)
- cooloolabin (Cooloolabin)
- coolum-beach (Coolum Beach)
- corbould-park (Corbould Park)
- crohamhurst (Crohamhurst)
- curramore-qld (Curramore (Qld))
- currimundi (Currimundi)
- diamond-valley (Diamond Valley)
- dicky-beach (Dicky Beach)
- diddillibah (Diddillibah)
- doonan-part (Doonan (part))
- dulong (Dulong)
- eerwah-vale (Eerwah Vale)
- elaman-creek (Elaman Creek)
- eudlo (Eudlo)
- eumundi (Eumundi)
- flaxton (Flaxton)
- forest-glen-qld (Forest Glen (Qld))
- gheerulla (Gheerulla)
- glass-house-mountains (Glass House Mountains)
- glenview (Glenview)
- golden-beach-qld (Golden Beach (Qld))
- highworth (Highworth)
- hunchy (Hunchy)
- ilkley (Ilkley)
- image-flat (Image Flat)
- kenilworth (Kenilworth)
- kiamba (Kiamba)
- kidaman-creek (Kidaman Creek)
- kiels-mountain (Kiels Mountain)
- kings-beach (Kings Beach)
- kulangoor (Kulangoor)
- kuluin (Kuluin)
- kunda-park (Kunda Park)
- kureelpa (Kureelpa)
- landers-shoot (Landers Shoot)
- landsborough-qld (Landsborough (Qld))
- little-mountain (Little Mountain)
- maleny (Maleny)
- mapleton (Mapleton)
- marcoola (Marcoola)
- maroochy-river (Maroochy River)
- maroochydore (Maroochydore)
- meridan-plains (Meridan Plains)
- minyama (Minyama)
- moffat-beach (Moffat Beach)
- mons (Mons)
- montville (Montville)
- mooloolaba (Mooloolaba)
- mooloolah-valley (Mooloolah Valley)
- mount-coolum (Mount Coolum)
- mount-mellum (Mount Mellum)
- mountain-creek-qld (Mountain Creek (Qld))
- mudjimba (Mudjimba)
- nambour (Nambour)
- ninderry (Ninderry)
- nirimba-qld (Nirimba (Qld))
- north-arm-qld (North Arm (Qld))
- north-maleny (North Maleny)
- obi-obi (Obi Obi)
- pacific-paradise (Pacific Paradise)
- palmview (Palmview)
- palmwoods-qld (Palmwoods (Qld))
- parklands-qld (Parklands (Qld))
- parrearra (Parrearra)
- peachester (Peachester)
- pelican-waters (Pelican Waters)
- peregian-springs (Peregian Springs)
- perwillowen (Perwillowen)
- point-arkwright (Point Arkwright)
- reesville (Reesville)
- rosemount (Rosemount)
- shelly-beach-sunshine-coast-qld (Shelly Beach (Sunshine Coast - Qld))
- sippy-downs (Sippy Downs)
- tanawha (Tanawha)
- towen-mountain (Towen Mountain)
- twin-waters (Twin Waters)
- valdora (Valdora)
- verrierdale (Verrierdale)
- warana (Warana)
- west-woombye (West Woombye)
- weyba-downs (Weyba Downs)
- witta (Witta)
- woombye (Woombye)
- wootha (Wootha)
- wurtulla (Wurtulla)
- yandina (Yandina)
- yandina-creek (Yandina Creek)
- yaroomba (Yaroomba)

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