City Compass

LLM access for Rockhampton (R), Queensland.

Entry point: https://citycompass.com.au/rockhampton-r/community
Catalog: https://citycompass.com.au/rockhampton-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/rockhampton-r/community
https://citycompass.com.au/rockhampton-r/community/{suburb}
https://citycompass.com.au/rockhampton-r/community/api/{category}/{topic}.json
https://citycompass.com.au/rockhampton-r/community/api/{category}/{topic}.csv
https://citycompass.com.au/rockhampton-r/community/{category}/{topic}
https://citycompass.com.au/rockhampton-r/community/{category}/{topic}?view=change
https://citycompass.com.au/rockhampton-r/community/{category}/{topic}?view=compare
https://citycompass.com.au/rockhampton-r/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/rockhampton-r/community/specialist/{topic}
https://citycompass.com.au/rockhampton-r/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/rockhampton-r/community/{suburb}/{category}/{topic}
https://citycompass.com.au/rockhampton-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):
- allenstown (Allenstown)
- alton-downs (Alton Downs)
- bajool (Bajool)
- baree (Baree)
- berserker (Berserker)
- boulder-creek (Boulder Creek)
- bouldercombe (Bouldercombe)
- bushley (Bushley)
- dalma (Dalma)
- depot-hill (Depot Hill)
- fairy-bower (Fairy Bower)
- fletcher-creek (Fletcher Creek)
- frenchville (Frenchville)
- garnant (Garnant)
- glenroy-qld (Glenroy (Qld))
- gogango (Gogango)
- gracemere (Gracemere)
- hamilton-creek (Hamilton Creek)
- horse-creek (Horse Creek)
- johnsons-hill (Johnsons Hill)
- kabra (Kabra)
- kalapa (Kalapa)
- kawana (Kawana)
- koongal (Koongal)
- lakes-creek (Lakes Creek)
- leydens-hill (Leydens Hill)
- limestone-qld (Limestone (Qld))
- limestone-creek (Limestone Creek)
- marmor (Marmor)
- midgee-qld (Midgee (Qld))
- moongan (Moongan)
- morinish (Morinish)
- morinish-south (Morinish South)
- mount-archer-rockhampton-qld (Mount Archer (Rockhampton - Qld))
- mount-morgan (Mount Morgan)
- nine-mile-qld (Nine Mile (Qld))
- nine-mile-creek (Nine Mile Creek)
- norman-gardens (Norman Gardens)
- oakey-creek (Oakey Creek)
- park-avenue (Park Avenue)
- parkhurst (Parkhurst)
- pink-lily (Pink Lily)
- port-alma (Port Alma)
- port-curtis (Port Curtis)
- ridgelands (Ridgelands)
- rockhampton-city (Rockhampton City)
- south-yaamba (South Yaamba)
- stanwell (Stanwell)
- struck-oil (Struck Oil)
- the-common (The Common)
- the-mine (The Mine)
- the-range-qld (The Range (Qld))
- trotter-creek (Trotter Creek)
- walmul (Walmul)
- walterhall (Walterhall)
- wandal (Wandal)
- west-rockhampton (West Rockhampton)
- westwood-qld-part (Westwood (Qld) (part))
- wura (Wura)
- wycarbah (Wycarbah)

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