City Compass

LLM access for Murray River (A), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- aratula-nsw (Aratula (NSW))
- barham (Barham)
- bullatale (Bullatale)
- bunnaloo (Bunnaloo)
- burraboi (Burraboi)
- caldwell (Caldwell)
- calimo (Calimo)
- cobramunga (Cobramunga)
- cunninyeuk (Cunninyeuk)
- dhuragoon (Dhuragoon)
- dilpurra (Dilpurra)
- gonn (Gonn)
- goodnight (Goodnight)
- keri-keri (Keri Keri)
- koraleigh (Koraleigh)
- kyalite-part (Kyalite (part))
- mallan (Mallan)
- mathoura (Mathoura)
- mellool (Mellool)
- moama (Moama)
- moolpa (Moolpa)
- moulamein-part (Moulamein (part))
- murray-downs (Murray Downs)
- niemur (Niemur)
- noorong (Noorong)
- speewa (Speewa)
- stony-crossing (Stony Crossing)
- tantonan (Tantonan)
- thule (Thule)
- thyra (Thyra)
- tooleybuc (Tooleybuc)
- tooranie (Tooranie)
- tullakool (Tullakool)
- wakool (Wakool)
- waugorah (Waugorah)
- wetuppa (Wetuppa)
- womboota (Womboota)
- yanga (Yanga)

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