City Compass

LLM access for Inverell, New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- ashford-nsw (Ashford (NSW))
- atholwood (Atholwood)
- auburn-vale (Auburn Vale)
- bassendean-nsw (Bassendean (NSW))
- bonshaw-nsw (Bonshaw (NSW))
- brodies-plains (Brodies Plains)
- bukkulla (Bukkulla)
- camp-creek-nsw (Camp Creek (NSW))
- cherry-tree-hill (Cherry Tree Hill)
- copeton-part (Copeton (part))
- delungra-part (Delungra (part))
- elsmore (Elsmore)
- georges-creek-nsw (Georges Creek (NSW))
- gilgai (Gilgai)
- gragin (Gragin)
- graman-part (Graman (part))
- gum-flat (Gum Flat)
- howell (Howell)
- sal_sal11990 (Inverell)
- kings-plains-inverell-nsw (Kings Plains (Inverell - NSW))
- kingsland (Kingsland)
- limestone-nsw (Limestone (NSW))
- little-plain (Little Plain)
- long-plain-inverell-nsw (Long Plain (Inverell - NSW))
- mount-russell (Mount Russell)
- myall-creek-part (Myall Creek (part))
- newstead-nsw (Newstead (NSW))
- nullamanna (Nullamanna)
- oakwood-nsw (Oakwood (NSW))
- old-mill (Old Mill)
- paradise-nsw (Paradise (NSW))
- pindaroi (Pindaroi)
- rob-roy (Rob Roy)
- rocky-creek-inverell-nsw (Rocky Creek (Inverell - NSW))
- sapphire (Sapphire)
- spring-mountain-nsw (Spring Mountain (NSW))
- stanborough (Stanborough)
- stannifer (Stannifer)
- swan-vale (Swan Vale)
- swanbrook (Swanbrook)
- texas-nsw (Texas (NSW))
- the-basin-nsw (The Basin (NSW))
- tingha-part (Tingha (part))
- twin-rivers (Twin Rivers)
- wallangra (Wallangra)
- wandera (Wandera)
- woodstock-inverell-nsw (Woodstock (Inverell - NSW))
- yellow-dam (Yellow Dam)
- yetman (Yetman)

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