City Compass

LLM access for Armidale Regional, New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- aberfoyle (Aberfoyle)
- armidale (Armidale)
- backwater (Backwater)
- bald-blair (Bald Blair)
- baldersleigh (Baldersleigh)
- ben-lomond-nsw-part (Ben Lomond (NSW) (part))
- black-mountain-nsw (Black Mountain (NSW))
- boorolong-part (Boorolong (part))
- briarbrook-part (Briarbrook (part))
- brockley (Brockley)
- brushy-creek (Brushy Creek)
- carrai (Carrai)
- castle-doyle (Castle Doyle)
- dangarsleigh-part (Dangarsleigh (part))
- donald-creek (Donald Creek)
- dumaresq-part (Dumaresq (part))
- duval (Duval)
- ebor (Ebor)
- enmore-armidale-regional-nsw (Enmore (Armidale Regional - NSW))
- falconer (Falconer)
- green-hills-armidale-regional-nsw (Green Hills (Armidale Regional - NSW))
- guyra (Guyra)
- hillgrove-armidale-regional-nsw (Hillgrove (Armidale Regional - NSW))
- jeogla (Jeogla)
- kellys-plains-part (Kellys Plains (part))
- kookabookra-part (Kookabookra (part))
- llangothlin (Llangothlin)
- lower-creek (Lower Creek)
- lyndhurst-armidale-regional-nsw (Lyndhurst (Armidale Regional - NSW))
- metz (Metz)
- new-valley (New Valley)
- oban (Oban)
- puddledock (Puddledock)
- south-guyra (South Guyra)
- tenterden-nsw (Tenterden (NSW))
- thalgarrah (Thalgarrah)
- the-gulf-part (The Gulf (part))
- tilbuster (Tilbuster)
- tubbamurra (Tubbamurra)
- wandsworth-part (Wandsworth (part))
- wards-mistake (Wards Mistake)
- wollomombi (Wollomombi)
- wongwibinda (Wongwibinda)

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