City Compass

LLM access for Snowy Valleys (A), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- adelong (Adelong)
- argalong (Argalong)
- bangadang (Bangadang)
- batlow (Batlow)
- bimberi (Bimberi)
- black-creek-snowy-valleys-nsw (Black Creek (Snowy Valleys - NSW))
- blowering (Blowering)
- bogong-peaks-wilderness (Bogong Peaks Wilderness)
- bombowlee (Bombowlee)
- bombowlee-creek (Bombowlee Creek)
- brindabella-part (Brindabella (part))
- bringenbrong (Bringenbrong)
- brungle (Brungle)
- brungle-creek (Brungle Creek)
- buddong (Buddong)
- burra-snowy-valleys-nsw (Burra (Snowy Valleys - NSW))
- cabramurra (Cabramurra)
- califat (Califat)
- cooleman (Cooleman)
- cooleys-creek (Cooleys Creek)
- courabyra (Courabyra)
- couragago (Couragago)
- darlow (Darlow)
- ellerslie-snowy-valleys-nsw (Ellerslie (Snowy Valleys - NSW))
- gadara (Gadara)
- geehi (Geehi)
- gilmore-nsw (Gilmore (NSW))
- glenroy-snowy-valleys-nsw (Glenroy (Snowy Valleys - NSW))
- gocup (Gocup)
- goobarragandra (Goobarragandra)
- grahamstown (Grahamstown)
- green-hills-snowy-valleys-nsw (Green Hills (Snowy Valleys - NSW))
- greg-greg (Greg Greg)
- indi (Indi)
- jagumba (Jagumba)
- jagungal-wilderness (Jagungal Wilderness)
- jingellic-part (Jingellic (part))
- jones-bridge (Jones Bridge)
- khancoban (Khancoban)
- killimicat (Killimicat)
- kosciuszko (Kosciuszko)
- kunama (Kunama)
- lacmalac (Lacmalac)
- laurel-hill (Laurel Hill)
- little-river-nsw (Little River (NSW))
- lower-bago (Lower Bago)
- mannus (Mannus)
- maragle (Maragle)
- minjary (Minjary)
- mount-horeb (Mount Horeb)
- munderoo (Munderoo)
- mundongo (Mundongo)
- murray-gorge (Murray Gorge)
- nurenmerenmong (Nurenmerenmong)
- ournie (Ournie)
- paddys-river-snowy-valleys-nsw (Paddys River (Snowy Valleys - NSW))
- pilot-wilderness (Pilot Wilderness)
- pinbeyan (Pinbeyan)
- red-hill-snowy-valleys-nsw (Red Hill (Snowy Valleys - NSW))
- rosewood-snowy-valleys-nsw-part (Rosewood (Snowy Valleys - NSW) (part))
- sandy-gully-nsw (Sandy Gully (NSW))
- sharps-creek (Sharps Creek)
- talbingo (Talbingo)
- taradale-nsw (Taradale (NSW))
- tooma (Tooma)
- tumbarumba (Tumbarumba)
- tumorrama (Tumorrama)
- tumut (Tumut)
- tumut-plains (Tumut Plains)
- welaregang (Welaregang)
- wereboldera (Wereboldera)
- wermatong (Wermatong)
- westdale-snowy-valleys-nsw (Westdale (Snowy Valleys - NSW))
- westwood-nsw (Westwood (NSW))
- willigobung (Willigobung)
- windowie (Windowie)
- wondalga (Wondalga)
- wyangle (Wyangle)
- yarrangobilly (Yarrangobilly)
- yaven-creek (Yaven Creek)

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