City Compass

LLM access for Moreton Bay (R), Queensland.

Entry point: https://citycompass.com.au/moreton-bay-r/community
Catalog: https://citycompass.com.au/moreton-bay-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/moreton-bay-r/community
https://citycompass.com.au/moreton-bay-r/community/{suburb}
https://citycompass.com.au/moreton-bay-r/community/api/{category}/{topic}.json
https://citycompass.com.au/moreton-bay-r/community/api/{category}/{topic}.csv
https://citycompass.com.au/moreton-bay-r/community/{category}/{topic}
https://citycompass.com.au/moreton-bay-r/community/{category}/{topic}?view=change
https://citycompass.com.au/moreton-bay-r/community/{category}/{topic}?view=compare
https://citycompass.com.au/moreton-bay-r/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/moreton-bay-r/community/specialist/{topic}
https://citycompass.com.au/moreton-bay-r/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/moreton-bay-r/community/{suburb}/{category}/{topic}
https://citycompass.com.au/moreton-bay-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.

Suburbs in this LGA (use as {suburb} in route patterns above):
- albany-creek (Albany Creek)
- arana-hills (Arana Hills)
- armstrong-creek-qld (Armstrong Creek (Qld))
- banksia-beach (Banksia Beach)
- beachmere (Beachmere)
- bellara (Bellara)
- bellmere (Bellmere)
- bellthorpe (Bellthorpe)
- bongaree (Bongaree)
- bracalba (Bracalba)
- bray-park-qld (Bray Park (Qld))
- brendale (Brendale)
- bunya (Bunya)
- burpengary (Burpengary)
- burpengary-east (Burpengary East)
- caboolture (Caboolture)
- caboolture-south (Caboolture South)
- camp-mountain (Camp Mountain)
- campbells-pocket (Campbells Pocket)
- cashmere (Cashmere)
- cedar-creek-moreton-bay-qld (Cedar Creek (Moreton Bay - Qld))
- cedarton (Cedarton)
- clear-mountain (Clear Mountain)
- clontarf-moreton-bay-qld (Clontarf (Moreton Bay - Qld))
- closeburn (Closeburn)
- commissioners-flat (Commissioners Flat)
- d-aguilar (D'Aguilar)
- dakabin (Dakabin)
- dayboro (Dayboro)
- deception-bay (Deception Bay)
- delaneys-creek (Delaneys Creek)
- donnybrook-qld (Donnybrook (Qld))
- draper (Draper)
- eatons-hill (Eatons Hill)
- elimbah (Elimbah)
- everton-hills (Everton Hills)
- ferny-hills (Ferny Hills)
- godwin-beach (Godwin Beach)
- griffin (Griffin)
- highvale (Highvale)
- jollys-lookout (Jollys Lookout)
- joyner (Joyner)
- kallangur (Kallangur)
- king-scrub (King Scrub)
- kippa-ring (Kippa-Ring)
- kobble-creek (Kobble Creek)
- kurwongbah (Kurwongbah)
- laceys-creek (Laceys Creek)
- lawnton (Lawnton)
- mango-hill (Mango Hill)
- margate-qld (Margate (Qld))
- meldale (Meldale)
- moodlu (Moodlu)
- moorina-qld (Moorina (Qld))
- morayfield (Morayfield)
- mount-delaney (Mount Delaney)
- mount-glorious (Mount Glorious)
- mount-mee (Mount Mee)
- mount-nebo (Mount Nebo)
- mount-pleasant-moreton-bay-qld (Mount Pleasant (Moreton Bay - Qld))
- mount-samson (Mount Samson)
- murrumba-downs (Murrumba Downs)
- narangba (Narangba)
- neurum (Neurum)
- newport-qld (Newport (Qld))
- ningi (Ningi)
- north-lakes (North Lakes)
- ocean-view (Ocean View)
- petrie (Petrie)
- redcliffe-qld (Redcliffe (Qld))
- rocksberg (Rocksberg)
- rothwell (Rothwell)
- rush-creek (Rush Creek)
- samford-valley (Samford Valley)
- samford-village (Samford Village)
- samsonvale (Samsonvale)
- sandstone-point (Sandstone Point)
- scarborough-qld (Scarborough (Qld))
- stanmore-qld (Stanmore (Qld))
- stony-creek-qld (Stony Creek (Qld))
- strathpine (Strathpine)
- toorbul (Toorbul)
- upper-caboolture (Upper Caboolture)
- wamuran (Wamuran)
- wamuran-basin (Wamuran Basin)
- warner (Warner)
- welsby (Welsby)
- white-patch (White Patch)
- whiteside (Whiteside)
- wights-mountain (Wights Mountain)
- woodford-qld (Woodford (Qld))
- woody-point (Woody Point)
- woorim (Woorim)
- yugar (Yugar)

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