City Compass

LLM access for North Burnett (R), Queensland.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- abercorn (Abercorn)
- aranbanga (Aranbanga)
- ban-ban (Ban Ban)
- ban-ban-springs (Ban Ban Springs)
- bancroft (Bancroft)
- barlyne (Barlyne)
- beeron (Beeron)
- biggenden (Biggenden)
- binjour (Binjour)
- blairmore (Blairmore)
- bon-accord (Bon Accord)
- boynewood (Boynewood)
- branch-creek (Branch Creek)
- brovinia (Brovinia)
- bukali (Bukali)
- byrnestown (Byrnestown)
- campbell-creek (Campbell Creek)
- cania (Cania)
- cannindah (Cannindah)
- cattle-creek-north-burnett-qld (Cattle Creek (North Burnett - Qld))
- ceratodus (Ceratodus)
- cheltenham-qld (Cheltenham (Qld))
- coalstoun-lakes (Coalstoun Lakes)
- coominglah (Coominglah)
- coominglah-forest (Coominglah Forest)
- coonambula (Coonambula)
- coringa (Coringa)
- cynthia (Cynthia)
- dallarnil (Dallarnil)
- deep-creek-qld (Deep Creek (Qld))
- degilbo (Degilbo)
- derri-derra (Derri Derra)
- didcot (Didcot)
- dirnbir (Dirnbir)
- dundarrah (Dundarrah)
- dykehead (Dykehead)
- eidsvold (Eidsvold)
- eidsvold-east (Eidsvold East)
- eidsvold-west (Eidsvold West)
- gayndah (Gayndah)
- ginoondan (Ginoondan)
- glenleigh (Glenleigh)
- glenrae (Glenrae)
- golden-fleece (Golden Fleece)
- gooroolba (Gooroolba)
- grosvenor (Grosvenor)
- gurgeena (Gurgeena)
- harrami (Harrami)
- harriet (Harriet)
- hawkwood (Hawkwood)
- humphery (Humphery)
- ideraway (Ideraway)
- kalpowar-part (Kalpowar (part))
- kapaldo (Kapaldo)
- lakeside (Lakeside)
- malmoe (Malmoe)
- mingo (Mingo)
- monal (Monal)
- monogorilby (Monogorilby)
- monto (Monto)
- moonford (Moonford)
- mount-debateable (Mount Debateable)
- mount-lawless (Mount Lawless)
- mount-perry (Mount Perry)
- mount-steadman (Mount Steadman)
- mulgildie (Mulgildie)
- mundowran (Mundowran)
- mundubbera (Mundubbera)
- mungungo (Mungungo)
- mungy (Mungy)
- o-bil-bil (O'Bil Bil)
- old-cooranga (Old Cooranga)
- penwhaupell (Penwhaupell)
- philpott (Philpott)
- pile-gully (Pile Gully)
- rawbelle (Rawbelle)
- reids-creek (Reids Creek)
- riverleigh (Riverleigh)
- selene (Selene)
- splinter-creek (Splinter Creek)
- stockhaven (Stockhaven)
- tellebang (Tellebang)
- the-limits (The Limits)
- three-moon (Three Moon)
- toondahra (Toondahra)
- ventnor-qld (Ventnor (Qld))
- wahoon (Wahoon)
- wateranga (Wateranga)
- wetheron (Wetheron)
- wilson-valley (Wilson Valley)
- woodmillar (Woodmillar)
- woowoonga (Woowoonga)
- wuruma-dam (Wuruma Dam)
- yarrol (Yarrol)
- yenda-qld (Yenda (Qld))

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