City Compass

LLM access for Corangamite (S), Victoria.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- berrybank-part (Berrybank (part))
- bookaar (Bookaar)
- boorcan (Boorcan)
- bostocks-creek (Bostocks Creek)
- bradvale (Bradvale)
- brucknell (Brucknell)
- bullaharre (Bullaharre)
- camperdown-vic (Camperdown (Vic.))
- carpendeit-part (Carpendeit (part))
- chocolyn (Chocolyn)
- cobden (Cobden)
- cobrico (Cobrico)
- cooriemungle (Cooriemungle)
- cowleys-creek (Cowleys Creek)
- curdies-river (Curdies River)
- curdievale-part (Curdievale (part))
- darlington-vic-part (Darlington (Vic.) (part))
- derrinallum (Derrinallum)
- dixie-vic (Dixie (Vic.))
- duverney (Duverney)
- ecklin-south-part (Ecklin South (part))
- elingamite (Elingamite)
- elingamite-north (Elingamite North)
- foxhow (Foxhow)
- gellibrand-lower-part (Gellibrand Lower (part))
- glenfyne (Glenfyne)
- glenormiston-north (Glenormiston North)
- glenormiston-south (Glenormiston South)
- gnotuk (Gnotuk)
- heytesbury-lower (Heytesbury Lower)
- jancourt (Jancourt)
- jancourt-east-part (Jancourt East (part))
- kariah (Kariah)
- kennedys-creek (Kennedys Creek)
- koallah (Koallah)
- kolora-part (Kolora (part))
- leslie-manor (Leslie Manor)
- lismore-vic (Lismore (Vic.))
- mingay (Mingay)
- mount-bute (Mount Bute)
- naroghid (Naroghid)
- newfield (Newfield)
- noorat (Noorat)
- noorat-east (Noorat East)
- paaratte (Paaratte)
- pomborneit (Pomborneit)
- pomborneit-east (Pomborneit East)
- pomborneit-north (Pomborneit North)
- port-campbell (Port Campbell)
- princetown (Princetown)
- scotts-creek-vic (Scotts Creek (Vic.))
- simpson-vic-part (Simpson (Vic.) (part))
- skibo (Skibo)
- skipton-part (Skipton (part))
- south-purrumbete (South Purrumbete)
- stonyford-part (Stonyford (part))
- tandarook (Tandarook)
- terang-part (Terang (part))
- tesbury (Tesbury)
- timboon (Timboon)
- timboon-west (Timboon West)
- vite-vite (Vite Vite)
- vite-vite-north (Vite Vite North)
- waarre (Waarre)
- wattle-hill-vic (Wattle Hill (Vic.))
- weerite (Weerite)

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