City Compass

LLM access for Colac-Otway (S), Victoria.

Entry point: https://citycompass.com.au/colac-otway-s/community
Catalog: https://citycompass.com.au/colac-otway-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/colac-otway-s/community
https://citycompass.com.au/colac-otway-s/community/{suburb}
https://citycompass.com.au/colac-otway-s/community/api/{category}/{topic}.json
https://citycompass.com.au/colac-otway-s/community/api/{category}/{topic}.csv
https://citycompass.com.au/colac-otway-s/community/{category}/{topic}
https://citycompass.com.au/colac-otway-s/community/{category}/{topic}?view=change
https://citycompass.com.au/colac-otway-s/community/{category}/{topic}?view=compare
https://citycompass.com.au/colac-otway-s/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/colac-otway-s/community/specialist/{topic}
https://citycompass.com.au/colac-otway-s/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/colac-otway-s/community/{suburb}/{category}/{topic}
https://citycompass.com.au/colac-otway-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.

Suburbs in this LGA (use as {suburb} in route patterns above):
- aire-valley (Aire Valley)
- alvie (Alvie)
- apollo-bay-vic (Apollo Bay (Vic.))
- balintore (Balintore)
- barongarook (Barongarook)
- barongarook-west (Barongarook West)
- barramunga (Barramunga)
- barunah-plains (Barunah Plains)
- barwon-downs (Barwon Downs)
- beeac (Beeac)
- beech-forest (Beech Forest)
- birregurra-part (Birregurra (part))
- bungador (Bungador)
- cape-otway (Cape Otway)
- carlisle-river (Carlisle River)
- chapple-vale-part (Chapple Vale (part))
- colac (Colac)
- colac-east (Colac East)
- colac-west (Colac West)
- coragulac (Coragulac)
- cororooke (Cororooke)
- corunnun (Corunnun)
- cressy-vic-part (Cressy (Vic.) (part))
- cundare (Cundare)
- cundare-north-part (Cundare North (part))
- dreeite-part (Dreeite (part))
- dreeite-south (Dreeite South)
- elliminyt (Elliminyt)
- eurack (Eurack)
- ferguson-vic (Ferguson (Vic.))
- forrest-vic (Forrest (Vic.))
- gellibrand (Gellibrand)
- gerangamete (Gerangamete)
- glenaire (Glenaire)
- grey-river (Grey River)
- hordern-vale (Hordern Vale)
- irrewarra (Irrewarra)
- irrewillipe (Irrewillipe)
- irrewillipe-east (Irrewillipe East)
- johanna (Johanna)
- kawarren (Kawarren)
- kennett-river (Kennett River)
- larpent (Larpent)
- lavers-hill (Lavers Hill)
- marengo-vic (Marengo (Vic.))
- mount-sabine (Mount Sabine)
- murroon (Murroon)
- nalangil (Nalangil)
- ombersley-part (Ombersley (part))
- ondit (Ondit)
- petticoat-creek (Petticoat Creek)
- pirron-yallock-part (Pirron Yallock (part))
- separation-creek (Separation Creek)
- skenes-creek (Skenes Creek)
- skenes-creek-north (Skenes Creek North)
- sugarloaf-vic (Sugarloaf (Vic.))
- swan-marsh (Swan Marsh)
- tanybryn (Tanybryn)
- warncoort (Warncoort)
- warrion (Warrion)
- weeaproinah (Weeaproinah)
- weering (Weering)
- whoorel (Whoorel)
- wingeel-part (Wingeel (part))
- wongarra (Wongarra)
- wool-wool-part (Wool Wool (part))
- wye-river (Wye River)
- wyelangta (Wyelangta)
- yeo (Yeo)
- yeodene (Yeodene)
- yuulong (Yuulong)

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