City Compass

LLM access for Lockyer Valley (R), Queensland.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- adare (Adare)
- ballard (Ballard)
- black-duck-creek (Black Duck Creek)
- blanchview (Blanchview)
- blenheim (Blenheim)
- brightview-part (Brightview (part))
- buaraba-south (Buaraba South)
- caffey (Caffey)
- carpendale (Carpendale)
- churchable (Churchable)
- college-view (College View)
- crowley-vale (Crowley Vale)
- derrymore (Derrymore)
- east-haldon (East Haldon)
- egypt (Egypt)
- fifteen-mile (Fifteen Mile)
- flagstone-creek (Flagstone Creek)
- fordsdale (Fordsdale)
- forest-hill-qld (Forest Hill (Qld))
- gatton (Gatton)
- glen-cairn (Glen Cairn)
- glenore-grove (Glenore Grove)
- grantham (Grantham)
- hatton-vale (Hatton Vale)
- helidon (Helidon)
- helidon-spa (Helidon Spa)
- ingoldsby (Ingoldsby)
- iredale (Iredale)
- junction-view (Junction View)
- kensington-grove (Kensington Grove)
- kentville (Kentville)
- laidley (Laidley)
- laidley-creek-west (Laidley Creek West)
- laidley-heights (Laidley Heights)
- laidley-north (Laidley North)
- laidley-south (Laidley South)
- lake-clarendon (Lake Clarendon)
- lawes (Lawes)
- lefthand-branch (Lefthand Branch)
- lilydale-qld (Lilydale (Qld))
- lockrose-part (Lockrose (part))
- lockyer-qld (Lockyer (Qld))
- lockyer-waters (Lockyer Waters)
- lower-tenthill (Lower Tenthill)
- ma-ma-creek (Ma Ma Creek)
- morton-vale (Morton Vale)
- mount-berryman (Mount Berryman)
- mount-sylvia (Mount Sylvia)
- mount-whitestone (Mount Whitestone)
- mulgowie (Mulgowie)
- murphys-creek-qld (Murphys Creek (Qld))
- placid-hills (Placid Hills)
- plainland (Plainland)
- postmans-ridge (Postmans Ridge)
- preston-lockyer-valley-qld-part (Preston (Lockyer Valley - Qld) (part))
- regency-downs (Regency Downs)
- ringwood-qld (Ringwood (Qld))
- rockmount (Rockmount)
- rockside (Rockside)
- ropeley (Ropeley)
- seventeen-mile (Seventeen Mile)
- silver-ridge (Silver Ridge)
- spring-creek-lockyer-valley-qld (Spring Creek (Lockyer Valley - Qld))
- stockyard-lockyer-valley-qld (Stockyard (Lockyer Valley - Qld))
- summerholm (Summerholm)
- thornton-qld (Thornton (Qld))
- townson (Townson)
- upper-flagstone (Upper Flagstone)
- upper-lockyer (Upper Lockyer)
- upper-tenthill (Upper Tenthill)
- veradilla (Veradilla)
- vinegar-hill (Vinegar Hill)
- white-mountain (White Mountain)
- winwill (Winwill)
- withcott (Withcott)
- woodbine-qld (Woodbine (Qld))
- woodlands-qld (Woodlands (Qld))

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