City Compass

LLM access for Unincorporated SA, South Australia.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- andamooka (Andamooka)
- andamooka-station (Andamooka Station)
- anna-creek (Anna Creek)
- arcoona (Arcoona)
- arkaroola (Arkaroola)
- beltana (Beltana)
- beltana-station (Beltana Station)
- blinman (Blinman)
- calperum-station (Calperum Station)
- chowilla (Chowilla)
- cockburn (Cockburn)
- commonwealth-hill (Commonwealth Hill)
- coorabie (Coorabie)
- copley-sa (Copley (SA))
- corunna-station (Corunna Station)
- cultana (Cultana)
- danggali (Danggali)
- false-bay (False Bay)
- farina (Farina)
- flinders-ranges (Flinders Ranges)
- florina-station (Florina Station)
- frome-downs (Frome Downs)
- gammon-ranges (Gammon Ranges)
- garden-island-sa (Garden Island (SA))
- gawler-ranges (Gawler Ranges)
- gerard (Gerard)
- gidgealpa (Gidgealpa)
- glendambo (Glendambo)
- grampus (Grampus)
- ingomar (Ingomar)
- innamincka (Innamincka)
- iron-knob (Iron Knob)
- island-lagoon (Island Lagoon)
- kalamurina (Kalamurina)
- kingoonya (Kingoonya)
- kondoolka (Kondoolka)
- koonamore (Koonamore)
- lake-everard (Lake Everard)
- lake-eyre (Lake Eyre)
- lake-frome (Lake Frome)
- lake-gairdner (Lake Gairdner)
- lake-macfarlane (Lake Macfarlane)
- lake-torrens (Lake Torrens)
- leigh-creek-sa (Leigh Creek (SA))
- leigh-creek-station (Leigh Creek Station)
- lindon (Lindon)
- lyndhurst-sa (Lyndhurst (SA))
- mabel-creek (Mabel Creek)
- macumba (Macumba)
- mahanewo (Mahanewo)
- manna-hill (Manna Hill)
- marla (Marla)
- marree (Marree)
- middleback-range (Middleback Range)
- mooleulooloo (Mooleulooloo)
- moonaree (Moonaree)
- motpena (Motpena)
- mount-ive (Mount Ive)
- mount-serle (Mount Serle)
- mount-willoughby (Mount Willoughby)
- muloorina (Muloorina)
- mungeranie (Mungeranie)
- mutooroo (Mutooroo)
- nepabunna (Nepabunna)
- nullarbor-part (Nullarbor (part))
- oakden-hills (Oakden Hills)
- olary (Olary)
- oodnadatta (Oodnadatta)
- pandurra (Pandurra)
- parachilna (Parachilna)
- parakylia (Parakylia)
- penong (Penong)
- pimba (Pimba)
- pine-creek-station (Pine Creek Station)
- spectacle-lake (Spectacle Lake)
- stuarts-creek (Stuarts Creek)
- sturt-vale (Sturt Vale)
- tarcoola (Tarcoola)
- tieyon (Tieyon)
- torrens-island (Torrens Island)
- uno (Uno)
- warnes (Warnes)
- wedge-island-sa (Wedge Island (SA))
- wilgena (Wilgena)
- william-creek (William Creek)
- willippa (Willippa)
- willow-springs (Willow Springs)
- wirraminna (Wirraminna)
- woomera (Woomera)
- yadlamalka (Yadlamalka)
- yalata (Yalata)
- yardea (Yardea)
- yellabinna (Yellabinna)
- yumbarra (Yumbarra)
- yunta (Yunta)

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