City Compass

LLM access for Towong (S), Victoria.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- bellbridge (Bellbridge)
- berringama (Berringama)
- bethanga (Bethanga)
- biggara (Biggara)
- bullioh (Bullioh)
- bungil-vic (Bungil (Vic.))
- burrowye (Burrowye)
- colac-colac (Colac Colac)
- corryong (Corryong)
- cudgewa (Cudgewa)
- dartmouth-part (Dartmouth (part))
- eskdale-vic (Eskdale (Vic.))
- georges-creek-vic (Georges Creek (Vic.))
- granya (Granya)
- guys-forest (Guys Forest)
- jarvis-creek (Jarvis Creek)
- koetong (Koetong)
- lucyvale (Lucyvale)
- mitta-mitta-part (Mitta Mitta (part))
- mount-alfred (Mount Alfred)
- nariel-valley-part (Nariel Valley (part))
- old-tallangatta (Old Tallangatta)
- pine-mountain-vic (Pine Mountain (Vic.))
- shelley-vic (Shelley (Vic.))
- talgarno (Talgarno)
- tallandoon (Tallandoon)
- tallangatta (Tallangatta)
- tallangatta-east (Tallangatta East)
- tallangatta-south (Tallangatta South)
- tallangatta-valley (Tallangatta Valley)
- thologolong (Thologolong)
- thowgla-valley (Thowgla Valley)
- tintaldra (Tintaldra)
- tom-groggin-part (Tom Groggin (part))
- towong (Towong)
- towong-upper (Towong Upper)
- walwa (Walwa)

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