City Compass

LLM access for Adelaide Hills (DC), South Australia.

Entry point: https://citycompass.com.au/adelaide-hills-dc/community
Catalog: https://citycompass.com.au/adelaide-hills-dc/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/adelaide-hills-dc/community
https://citycompass.com.au/adelaide-hills-dc/community/{suburb}
https://citycompass.com.au/adelaide-hills-dc/community/api/{category}/{topic}.json
https://citycompass.com.au/adelaide-hills-dc/community/api/{category}/{topic}.csv
https://citycompass.com.au/adelaide-hills-dc/community/{category}/{topic}
https://citycompass.com.au/adelaide-hills-dc/community/{category}/{topic}?view=change
https://citycompass.com.au/adelaide-hills-dc/community/{category}/{topic}?view=compare
https://citycompass.com.au/adelaide-hills-dc/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/adelaide-hills-dc/community/specialist/{topic}
https://citycompass.com.au/adelaide-hills-dc/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/adelaide-hills-dc/community/{suburb}/{category}/{topic}
https://citycompass.com.au/adelaide-hills-dc/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):
- aldgate (Aldgate)
- ashton (Ashton)
- balhannah (Balhannah)
- basket-range (Basket Range)
- birdwood-sa (Birdwood (SA))
- bradbury-sa-part (Bradbury (SA) (part))
- bridgewater-sa (Bridgewater (SA))
- carey-gully (Carey Gully)
- castambul (Castambul)
- chain-of-ponds (Chain Of Ponds)
- charleston (Charleston)
- cherryville (Cherryville)
- cleland (Cleland)
- crafers (Crafers)
- crafers-west-part (Crafers West (part))
- cudlee-creek (Cudlee Creek)
- dorset-vale-part (Dorset Vale (part))
- forest-range (Forest Range)
- forreston (Forreston)
- greenhill-sa (Greenhill (SA))
- gumeracha (Gumeracha)
- heathfield (Heathfield)
- horsnell-gully (Horsnell Gully)
- houghton-part (Houghton (part))
- inglewood-sa (Inglewood (SA))
- ironbank-part (Ironbank (part))
- kenton-valley (Kenton Valley)
- kersbrook (Kersbrook)
- lenswood (Lenswood)
- lobethal (Lobethal)
- longwood-sa (Longwood (SA))
- lower-hermitage (Lower Hermitage)
- marble-hill (Marble Hill)
- millbrook-sa (Millbrook (SA))
- montacute (Montacute)
- mount-george-sa (Mount George (SA))
- mount-torrens-part (Mount Torrens (part))
- mylor-part (Mylor (part))
- norton-summit (Norton Summit)
- oakbank (Oakbank)
- paracombe-part (Paracombe (part))
- piccadilly-sa (Piccadilly (SA))
- scott-creek (Scott Creek)
- stirling-sa (Stirling (SA))
- summertown (Summertown)
- teringie (Teringie)
- upper-sturt-part (Upper Sturt (part))
- uraidla (Uraidla)
- verdun-part (Verdun (part))
- woodforde (Woodforde)
- woodside-sa (Woodside (SA))

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