City Compass

LLM access for Tamworth Regional (A), New South Wales.

Entry point: https://citycompass.com.au/tamworth-regional-a/community
Catalog: https://citycompass.com.au/tamworth-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/tamworth-regional-a/community
https://citycompass.com.au/tamworth-regional-a/community/{suburb}
https://citycompass.com.au/tamworth-regional-a/community/api/{category}/{topic}.json
https://citycompass.com.au/tamworth-regional-a/community/api/{category}/{topic}.csv
https://citycompass.com.au/tamworth-regional-a/community/{category}/{topic}
https://citycompass.com.au/tamworth-regional-a/community/{category}/{topic}?view=change
https://citycompass.com.au/tamworth-regional-a/community/{category}/{topic}?view=compare
https://citycompass.com.au/tamworth-regional-a/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/tamworth-regional-a/community/specialist/{topic}
https://citycompass.com.au/tamworth-regional-a/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/tamworth-regional-a/community/{suburb}/{category}/{topic}
https://citycompass.com.au/tamworth-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):
- appleby (Appleby)
- attunga (Attunga)
- banoon (Banoon)
- barraba-part (Barraba (part))
- barry-tamworth-regional-nsw-part (Barry (Tamworth Regional - NSW) (part))
- bective (Bective)
- bendemeer (Bendemeer)
- bithramere (Bithramere)
- borah-creek (Borah Creek)
- bowling-alley-point (Bowling Alley Point)
- calala (Calala)
- crawney-part (Crawney (part))
- daruka (Daruka)
- duncans-creek (Duncans Creek)
- dungowan (Dungowan)
- duri (Duri)
- east-tamworth (East Tamworth)
- garoo (Garoo)
- garthowen (Garthowen)
- gidley (Gidley)
- goonoo-goonoo (Goonoo Goonoo)
- gowrie-tamworth-regional-nsw-part (Gowrie (Tamworth Regional - NSW) (part))
- halls-creek-nsw (Halls Creek (NSW))
- hallsville (Hallsville)
- hanging-rock (Hanging Rock)
- hillvue (Hillvue)
- ironbark-nsw (Ironbark (NSW))
- kingswood-tamworth-regional-nsw (Kingswood (Tamworth Regional - NSW))
- klori (Klori)
- kootingal (Kootingal)
- limbri (Limbri)
- lindesay (Lindesay)
- longarm (Longarm)
- loomberah (Loomberah)
- manilla (Manilla)
- mayvale (Mayvale)
- moonbi (Moonbi)
- moore-creek (Moore Creek)
- mulla-creek (Mulla Creek)
- namoi-river (Namoi River)
- nemingha (Nemingha)
- new-mexico (New Mexico)
- north-tamworth (North Tamworth)
- nundle (Nundle)
- ogunbil (Ogunbil)
- oxley-vale (Oxley Vale)
- piallamore (Piallamore)
- red-hill-tamworth-regional-nsw (Red Hill (Tamworth Regional - NSW))
- retreat-nsw (Retreat (NSW))
- rushes-creek (Rushes Creek)
- somerton-nsw (Somerton (NSW))
- south-tamworth (South Tamworth)
- taminda (Taminda)
- tamworth (Tamworth)
- thirldene (Thirldene)
- timbumburi (Timbumburi)
- tintinhull (Tintinhull)
- upper-manilla (Upper Manilla)
- wallamore (Wallamore)
- warrabah (Warrabah)
- warral (Warral)
- watsons-creek-nsw (Watsons Creek (NSW))
- weabonga (Weabonga)
- west-tamworth (West Tamworth)
- westdale-tamworth-regional-nsw (Westdale (Tamworth Regional - NSW))
- wimborne (Wimborne)
- winton-nsw (Winton (NSW))
- wongo-creek (Wongo Creek)
- woodsreef (Woodsreef)
- woolomin (Woolomin)

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