City Compass

LLM access for Campaspe (S), Victoria.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- ballendella (Ballendella)
- bamawm (Bamawm)
- bamawm-extension (Bamawm Extension)
- bonn (Bonn)
- burnewang (Burnewang)
- burramboot (Burramboot)
- carag-carag (Carag Carag)
- colbinabbin (Colbinabbin)
- cornella (Cornella)
- corop (Corop)
- creek-view (Creek View)
- diggora (Diggora)
- echuca (Echuca)
- echuca-village (Echuca Village)
- echuca-west (Echuca West)
- fairy-dell-campaspe-vic (Fairy Dell (Campaspe - Vic.))
- girgarre (Girgarre)
- gobarup (Gobarup)
- gunbower (Gunbower)
- kanyapella (Kanyapella)
- kotta (Kotta)
- koyuga (Koyuga)
- kyabram-part (Kyabram (part))
- kyvalley (Kyvalley)
- lancaster-part (Lancaster (part))
- lockington (Lockington)
- milloo-part (Milloo (part))
- moora-vic (Moora (Vic.))
- muskerry (Muskerry)
- myola-vic (Myola (Vic.))
- nanneella (Nanneella)
- patho (Patho)
- pine-grove-vic (Pine Grove (Vic.))
- redcastle-part (Redcastle (part))
- rochester-vic (Rochester (Vic.))
- roslynmead (Roslynmead)
- runnymede-vic (Runnymede (Vic.))
- rushworth (Rushworth)
- stanhope-vic (Stanhope (Vic.))
- strathallan (Strathallan)
- tennyson-vic (Tennyson (Vic.))
- terrick-terrick-east (Terrick Terrick East)
- timmering (Timmering)
- tongala (Tongala)
- toolleen-part (Toolleen (part))
- torrumbarry (Torrumbarry)
- waranga-shores (Waranga Shores)
- wharparilla (Wharparilla)
- wyuna-vic (Wyuna (Vic.))
- wyuna-east (Wyuna East)
- yambuna (Yambuna)

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