City Compass

LLM access for Charles Sturt (C), South Australia.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- albert-park-sa (Albert Park (SA))
- allenby-gardens (Allenby Gardens)
- athol-park (Athol Park)
- beverley-sa (Beverley (SA))
- bowden (Bowden)
- brompton (Brompton)
- cheltenham-sa (Cheltenham (SA))
- croydon-sa (Croydon (SA))
- findon (Findon)
- flinders-park (Flinders Park)
- fulham-gardens (Fulham Gardens)
- grange-sa (Grange (SA))
- hendon-sa (Hendon (SA))
- henley-beach (Henley Beach)
- henley-beach-south (Henley Beach South)
- hindmarsh-sa (Hindmarsh (SA))
- kidman-park (Kidman Park)
- kilkenny (Kilkenny)
- ovingham-part (Ovingham (part))
- pennington (Pennington)
- renown-park (Renown Park)
- ridleyton (Ridleyton)
- royal-park (Royal Park)
- seaton-sa (Seaton (SA))
- semaphore-park (Semaphore Park)
- st-clair-sa (St Clair (SA))
- tennyson-sa (Tennyson (SA))
- welland (Welland)
- west-beach-sa-part (West Beach (SA) (part))
- west-croydon (West Croydon)
- west-hindmarsh (West Hindmarsh)
- west-lakes (West Lakes)
- west-lakes-shore (West Lakes Shore)
- woodville-sa (Woodville (SA))
- woodville-north (Woodville North)
- woodville-park (Woodville Park)
- woodville-south (Woodville South)
- woodville-west (Woodville West)

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