City Compass

LLM access for South Burnett (R), Queensland.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- abbeywood (Abbeywood)
- alice-creek (Alice Creek)
- ballogie (Ballogie)
- barker-creek-flat (Barker Creek Flat)
- barlil (Barlil)
- benair (Benair)
- benarkin (Benarkin)
- benarkin-north (Benarkin North)
- blackbutt-qld (Blackbutt (Qld))
- blackbutt-north (Blackbutt North)
- blackbutt-south (Blackbutt South)
- booie (Booie)
- boondooma (Boondooma)
- boyneside (Boyneside)
- brigooda (Brigooda)
- brooklands (Brooklands)
- bullcamp (Bullcamp)
- byee (Byee)
- chahpingah (Chahpingah)
- charlestown-qld (Charlestown (Qld))
- chelmsford (Chelmsford)
- cloyna (Cloyna)
- cobbs-hill (Cobbs Hill)
- coolabunia (Coolabunia)
- corndale-qld (Corndale (Qld))
- coverty (Coverty)
- crawford (Crawford)
- crownthorpe-part (Crownthorpe (part))
- cushnie (Cushnie)
- dangore (Dangore)
- durong (Durong)
- east-nanango (East Nanango)
- ellesmere (Ellesmere)
- fairdale (Fairdale)
- ficks-crossing (Ficks Crossing)
- glan-devon (Glan Devon)
- glenrock-qld (Glenrock (Qld))
- goodger (Goodger)
- gordonbrook (Gordonbrook)
- greenview (Greenview)
- haly-creek (Haly Creek)
- hivesville (Hivesville)
- hodgleigh (Hodgleigh)
- inverlaw (Inverlaw)
- ironpot-south-burnett-qld (Ironpot (South Burnett - Qld))
- johnstown-part (Johnstown (part))
- kawl-kawl (Kawl Kawl)
- keysland (Keysland)
- kingaroy (Kingaroy)
- kinleymore (Kinleymore)
- kitoba (Kitoba)
- kumbia (Kumbia)
- kunioon (Kunioon)
- leafdale (Leafdale)
- maidenwell (Maidenwell)
- mannuem (Mannuem)
- manyung-part (Manyung (part))
- marshlands (Marshlands)
- melrose-qld (Melrose (Qld))
- memerambi (Memerambi)
- merlwood (Merlwood)
- moffatdale (Moffatdale)
- mondure (Mondure)
- moondooner (Moondooner)
- mount-mceuen (Mount Mceuen)
- mp-creek (Mp Creek)
- murgon (Murgon)
- nanango (Nanango)
- neumgna (Neumgna)
- nukku (Nukku)
- oakdale-qld (Oakdale (Qld))
- okeden (Okeden)
- pimpimbudgee (Pimpimbudgee)
- proston (Proston)
- redgate-qld (Redgate (Qld))
- runnymede-qld (Runnymede (Qld))
- sandy-ridges (Sandy Ridges)
- silverleaf (Silverleaf)
- south-east-nanango (South East Nanango)
- south-nanango (South Nanango)
- speedwell (Speedwell)
- stalworth (Stalworth)
- stonelands (Stonelands)
- sunny-nook (Sunny Nook)
- taabinga (Taabinga)
- tablelands-south-burnett-qld (Tablelands (South Burnett - Qld))
- taromeo (Taromeo)
- tarong (Tarong)
- teelah (Teelah)
- tingoora (Tingoora)
- warnung (Warnung)
- wattle-camp (Wattle Camp)
- wattle-grove-qld (Wattle Grove (Qld))
- wengenville (Wengenville)
- wheatlands (Wheatlands)
- wigton (Wigton)
- wilkesdale (Wilkesdale)
- windera-qld-part (Windera (Qld) (part))
- wondai (Wondai)
- wooroolin (Wooroolin)
- wooroonden (Wooroonden)
- wyalla (Wyalla)

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