City Compass

LLM access for Lismore (C), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- bexhill (Bexhill)
- blakebrook (Blakebrook)
- blue-knob (Blue Knob)
- boat-harbour-lismore-nsw (Boat Harbour (Lismore - NSW))
- booerie-creek (Booerie Creek)
- buckendoon (Buckendoon)
- bungabbee (Bungabbee)
- caniaba (Caniaba)
- chilcotts-grass (Chilcotts Grass)
- clunes-nsw-part (Clunes (NSW) (part))
- coffee-camp (Coffee Camp)
- corndale-nsw (Corndale (NSW))
- dorroughby (Dorroughby)
- dungarubba (Dungarubba)
- dunoon (Dunoon)
- east-coraki-part (East Coraki (part))
- east-lismore (East Lismore)
- eltham-nsw (Eltham (NSW))
- fernside (Fernside)
- georgica (Georgica)
- girards-hill (Girards Hill)
- goolmangar (Goolmangar)
- goonellabah (Goonellabah)
- green-forest (Green Forest)
- howards-grass (Howards Grass)
- jiggi (Jiggi)
- keerrong (Keerrong)
- kilgin (Kilgin)
- koonorigan (Koonorigan)
- lagoon-grass (Lagoon Grass)
- larnook-part (Larnook (part))
- leycester (Leycester)
- lindendale (Lindendale)
- lismore-nsw (Lismore (NSW))
- lismore-heights (Lismore Heights)
- loftville (Loftville)
- marom-creek-part (Marom Creek (part))
- mcleans-ridges-part (McLeans Ridges (part))
- modanville (Modanville)
- monaltrie (Monaltrie)
- mountain-top (Mountain Top)
- nimbin (Nimbin)
- north-lismore (North Lismore)
- north-woodburn (North Woodburn)
- numulgi (Numulgi)
- repentance-creek (Repentance Creek)
- richmond-hill-nsw (Richmond Hill (NSW))
- rock-valley (Rock Valley)
- rosebank (Rosebank)
- ruthven (Ruthven)
- south-gundurimba (South Gundurimba)
- south-lismore (South Lismore)
- stony-chute-part (Stony Chute (part))
- terania-creek (Terania Creek)
- the-channon (The Channon)
- tregeagle (Tregeagle)
- tucki-tucki (Tucki Tucki)
- tuckurimba (Tuckurimba)
- tullera (Tullera)
- tuncester (Tuncester)
- tuntable-creek (Tuntable Creek)
- whian-whian-part (Whian Whian (part))
- woodlawn (Woodlawn)
- wyrallah (Wyrallah)

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