City Compass

LLM access for Moira (S), Victoria.

Entry point: https://citycompass.com.au/moira-s/community
Catalog: https://citycompass.com.au/moira-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/moira-s/community
https://citycompass.com.au/moira-s/community/{suburb}
https://citycompass.com.au/moira-s/community/api/{category}/{topic}.json
https://citycompass.com.au/moira-s/community/api/{category}/{topic}.csv
https://citycompass.com.au/moira-s/community/{category}/{topic}
https://citycompass.com.au/moira-s/community/{category}/{topic}?view=change
https://citycompass.com.au/moira-s/community/{category}/{topic}?view=compare
https://citycompass.com.au/moira-s/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/moira-s/community/specialist/{topic}
https://citycompass.com.au/moira-s/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/moira-s/community/{suburb}/{category}/{topic}
https://citycompass.com.au/moira-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):
- almonds (Almonds)
- barmah (Barmah)
- bathumi (Bathumi)
- bearii (Bearii)
- boomahnoomoonah (Boomahnoomoonah)
- boosey (Boosey)
- boweya-north (Boweya North)
- bundalong (Bundalong)
- bundalong-south (Bundalong South)
- burramine (Burramine)
- burramine-south (Burramine South)
- cobram (Cobram)
- cobram-east (Cobram East)
- drumanure (Drumanure)
- esmond (Esmond)
- invergordon-vic (Invergordon (Vic.))
- kaarimba (Kaarimba)
- katamatite (Katamatite)
- katamatite-east (Katamatite East)
- katunga (Katunga)
- koonoomoo (Koonoomoo)
- kotupna (Kotupna)
- lake-rowan (Lake Rowan)
- lower-moira (Lower Moira)
- marungi-part (Marungi (part))
- muckatah (Muckatah)
- mundoona (Mundoona)
- mywee (Mywee)
- naring (Naring)
- nathalia (Nathalia)
- numurkah (Numurkah)
- pelluebla (Pelluebla)
- picola (Picola)
- picola-west (Picola West)
- st-james-vic (St James (Vic.))
- strathmerton (Strathmerton)
- telford (Telford)
- tungamah (Tungamah)
- ulupna (Ulupna)
- waaia (Waaia)
- waggarandall (Waggarandall)
- wilby (Wilby)
- wunghnu (Wunghnu)
- yabba-north (Yabba North)
- yabba-south (Yabba South)
- yalca (Yalca)
- yarrawonga-vic (Yarrawonga (Vic.))
- yarrawonga-south (Yarrawonga South)
- yarroweyah (Yarroweyah)
- yielima (Yielima)
- youanmite (Youanmite)
- youarang (Youarang)
- yundool (Yundool)

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