City Compass

LLM access for Banana (S), Queensland.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- alberta (Alberta)
- banana (Banana)
- baralaba (Baralaba)
- baroondah (Baroondah)
- biloela (Biloela)
- broadmere (Broadmere)
- callide (Callide)
- camboon-qld (Camboon (Qld))
- castle-creek-qld (Castle Creek (Qld))
- cockatoo-qld (Cockatoo (Qld))
- coorada (Coorada)
- cracow (Cracow)
- dakenba (Dakenba)
- dixalea (Dixalea)
- dululu (Dululu)
- dumgree (Dumgree)
- dumpy-creek (Dumpy Creek)
- eurombah-part (Eurombah (part))
- ghinghinda (Ghinghinda)
- glebe-qld (Glebe (Qld))
- glenhaughton (Glenhaughton)
- glenmoral (Glenmoral)
- goovigen (Goovigen)
- greycliffe (Greycliffe)
- gwambegwine (Gwambegwine)
- isla (Isla)
- jambin (Jambin)
- kianga-qld (Kianga (Qld))
- kinnoul (Kinnoul)
- kokotungo (Kokotungo)
- lawgi-dawes (Lawgi Dawes)
- lonesome-creek (Lonesome Creek)
- mount-murchison (Mount Murchison)
- moura (Moura)
- orange-creek (Orange Creek)
- pheasant-creek-qld (Pheasant Creek (Qld))
- prospect-qld (Prospect (Qld))
- roundstone (Roundstone)
- spring-creek-banana-qld (Spring Creek (Banana - Qld))
- taroom (Taroom)
- tarramba (Tarramba)
- thangool (Thangool)
- theodore-qld (Theodore (Qld))
- ulogie (Ulogie)
- valentine-plains (Valentine Plains)
- warnoah (Warnoah)
- woolein (Woolein)
- wowan (Wowan)

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