City Compass

LLM access for The Coorong (DC), South Australia.

Entry point: https://citycompass.com.au/the-coorong-dc/community
Catalog: https://citycompass.com.au/the-coorong-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/the-coorong-dc/community
https://citycompass.com.au/the-coorong-dc/community/{suburb}
https://citycompass.com.au/the-coorong-dc/community/api/{category}/{topic}.json
https://citycompass.com.au/the-coorong-dc/community/api/{category}/{topic}.csv
https://citycompass.com.au/the-coorong-dc/community/{category}/{topic}
https://citycompass.com.au/the-coorong-dc/community/{category}/{topic}?view=change
https://citycompass.com.au/the-coorong-dc/community/{category}/{topic}?view=compare
https://citycompass.com.au/the-coorong-dc/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/the-coorong-dc/community/specialist/{topic}
https://citycompass.com.au/the-coorong-dc/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/the-coorong-dc/community/{suburb}/{category}/{topic}
https://citycompass.com.au/the-coorong-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.

Example API calls:
https://citycompass.com.au/the-coorong-dc/community/api/population/service-age-groups.json?area=ashville&benchmark=gccsa&sex=persons
https://citycompass.com.au/the-coorong-dc/community/api/income/household-income-quartiles.json?area=ashville&benchmark=gccsa&sex=persons
https://citycompass.com.au/the-coorong-dc/community/api/housing/dwellings.json?area=ashville&benchmark=gccsa&sex=persons

Suburbs in this LGA (use as {suburb} in route patterns above):
- ashville (Ashville)
- bunbury-sa (Bunbury (SA))
- carcuma (Carcuma)
- colebatch (Colebatch)
- cooke-plains (Cooke Plains)
- coomandook (Coomandook)
- coombe (Coombe)
- coonalpyn (Coonalpyn)
- coorong-part (Coorong (part))
- culburra (Culburra)
- deepwater-sa (Deepwater (SA))
- elwomple (Elwomple)
- field (Field)
- jabuk-part (Jabuk (part))
- ki-ki (Ki Ki)
- lake-albert-sa-part (Lake Albert (SA) (part))
- malinong (Malinong)
- meningie (Meningie)
- meningie-east (Meningie East)
- meningie-west (Meningie West)
- moorlands (Moorlands)
- narrung-sa (Narrung (SA))
- naturi-part (Naturi (part))
- netherton (Netherton)
- peake (Peake)
- poltalloch (Poltalloch)
- salt-creek (Salt Creek)
- sherlock-sa (Sherlock (SA))
- tailem-bend (Tailem Bend)
- tintinara (Tintinara)
- waltowa (Waltowa)
- wellington-east (Wellington East)
- yumali (Yumali)

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