City Compass

LLM access for Mid-Western Regional (A), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- aarons-pass (Aarons Pass)
- apple-tree-flat (Apple Tree Flat)
- avisford (Avisford)
- bara (Bara)
- barigan (Barigan)
- barneys-reef (Barneys Reef)
- beryl (Beryl)
- birriwa (Birriwa)
- bocoble (Bocoble)
- bombira (Bombira)
- botobolar (Botobolar)
- breakfast-creek (Breakfast Creek)
- brogans-creek-part (Brogans Creek (part))
- buckaroo (Buckaroo)
- budden (Budden)
- budgee-budgee-nsw (Budgee Budgee (NSW))
- bungaba (Bungaba)
- burrundulla (Burrundulla)
- bylong (Bylong)
- caerleon (Caerleon)
- camboon-nsw (Camboon (NSW))
- canadian-lead (Canadian Lead)
- carcalgong (Carcalgong)
- carwell (Carwell)
- charbon (Charbon)
- clandulla (Clandulla)
- coggan (Coggan)
- collingwood-nsw (Collingwood (NSW))
- cooks-gap (Cooks Gap)
- cooyal (Cooyal)
- cope (Cope)
- coxs-creek (Coxs Creek)
- coxs-crown (Coxs Crown)
- cross-roads-nsw (Cross Roads (NSW))
- cudgegong (Cudgegong)
- cullenbone (Cullenbone)
- cumbandry (Cumbandry)
- cumbo (Cumbo)
- dabee (Dabee)
- dungeree (Dungeree)
- erudgere (Erudgere)
- eurunderee (Eurunderee)
- frog-rock (Frog Rock)
- galambine (Galambine)
- ginghi (Ginghi)
- goolma-part (Goolma (part))
- grattai (Grattai)
- green-gully-nsw (Green Gully (NSW))
- growee (Growee)
- gulgong (Gulgong)
- guntawang (Guntawang)
- hargraves-part (Hargraves (part))
- havilah-nsw (Havilah (NSW))
- hayes-gap (Hayes Gap)
- home-rule (Home Rule)
- ilford (Ilford)
- kains-flat (Kains Flat)
- kandos (Kandos)
- lee-creek (Lee Creek)
- linburn (Linburn)
- lue (Lue)
- maitland-bar (Maitland Bar)
- mebul (Mebul)
- menah (Menah)
- meroo (Meroo)
- merotherie (Merotherie)
- milroy-mid-western-regional-nsw (Milroy (Mid-Western Regional - NSW))
- mogo-mid-western-regional-nsw-part (Mogo (Mid-Western Regional - NSW) (part))
- monivae (Monivae)
- moolarben (Moolarben)
- mount-frome (Mount Frome)
- mount-knowles (Mount Knowles)
- mudgee (Mudgee)
- mullamuddy (Mullamuddy)
- munghorn (Munghorn)
- murrumbo (Murrumbo)
- nullo-mountain (Nullo Mountain)
- olinda-nsw (Olinda (NSW))
- piambong (Piambong)
- pinnacle-swamp (Pinnacle Swamp)
- putta-bucca (Putta Bucca)
- pyangle (Pyangle)
- pyramul (Pyramul)
- queens-pinch (Queens Pinch)
- riverlea (Riverlea)
- running-stream-part (Running Stream (part))
- rylstone (Rylstone)
- spring-flat (Spring Flat)
- st-fillans (St Fillans)
- stony-creek-mid-western-regional-nsw (Stony Creek (Mid-Western Regional - NSW))
- stubbo (Stubbo)
- tallawang (Tallawang)
- tambaroora-part (Tambaroora (part))
- tichular (Tichular)
- totnes-valley (Totnes Valley)
- triamble (Triamble)
- turill-part (Turill (part))
- twelve-mile-part (Twelve Mile (part))
- two-mile-flat (Two Mile Flat)
- ulan (Ulan)
- upper-bylong (Upper Bylong)
- upper-growee (Upper Growee)
- wilbetree (Wilbetree)
- wilpinjong (Wilpinjong)
- windeyer-nsw (Windeyer (NSW))
- wollar (Wollar)
- worlds-end-nsw (Worlds End (NSW))
- yarrabin-part (Yarrabin (part))
- yarrawonga-nsw (Yarrawonga (NSW))

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