City Compass

LLM access for Onkaparinga (C), South Australia.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- aberfoyle-park (Aberfoyle Park)
- aldinga (Aldinga)
- aldinga-beach (Aldinga Beach)
- blewitt-springs (Blewitt Springs)
- chandlers-hill (Chandlers Hill)
- cherry-gardens (Cherry Gardens)
- christie-downs (Christie Downs)
- christies-beach (Christies Beach)
- clarendon-sa (Clarendon (SA))
- coromandel-east (Coromandel East)
- coromandel-valley-part (Coromandel Valley (part))
- darlington-sa-part (Darlington (SA) (part))
- flagstaff-hill (Flagstaff Hill)
- hackham (Hackham)
- hackham-west (Hackham West)
- happy-valley-sa (Happy Valley (SA))
- huntfield-heights (Huntfield Heights)
- kangarilla-part (Kangarilla (part))
- lonsdale-part (Lonsdale (part))
- maslin-beach (Maslin Beach)
- mclaren-flat (McLaren Flat)
- mclaren-vale (McLaren Vale)
- moana (Moana)
- morphett-vale (Morphett Vale)
- noarlunga-centre (Noarlunga Centre)
- noarlunga-downs (Noarlunga Downs)
- o-halloran-hill-part (O'Halloran Hill (part))
- o-sullivan-beach (O'Sullivan Beach)
- old-noarlunga (Old Noarlunga)
- old-reynella (Old Reynella)
- onkaparinga-hills (Onkaparinga Hills)
- port-noarlunga (Port Noarlunga)
- port-noarlunga-south (Port Noarlunga South)
- port-willunga (Port Willunga)
- reynella-part (Reynella (part))
- reynella-east (Reynella East)
- seaford-sa (Seaford (SA))
- seaford-heights (Seaford Heights)
- seaford-meadows (Seaford Meadows)
- seaford-rise (Seaford Rise)
- sellicks-beach (Sellicks Beach)
- sellicks-hill-part (Sellicks Hill (part))
- tatachilla (Tatachilla)
- the-range-sa-part (The Range (SA) (part))
- whites-valley (Whites Valley)
- willunga (Willunga)
- willunga-south (Willunga South)
- woodcroft-sa (Woodcroft (SA))

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