City Compass

LLM access for Wellington (S), Victoria.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- airly (Airly)
- alberton-vic (Alberton (Vic.))
- alberton-west (Alberton West)
- arbuckle (Arbuckle)
- balook-part (Balook (part))
- billabong (Billabong)
- binginwarri-part (Binginwarri (part))
- blackwarry (Blackwarry)
- boisdale (Boisdale)
- briagolong (Briagolong)
- budgee-budgee-vic (Budgee Budgee (Vic.))
- bundalaguah (Bundalaguah)
- buragwonduc (Buragwonduc)
- bushy-park-vic (Bushy Park (Vic.))
- callignee-north (Callignee North)
- callignee-south (Callignee South)
- calrossie (Calrossie)
- carrajung (Carrajung)
- carrajung-lower (Carrajung Lower)
- carrajung-south (Carrajung South)
- clydebank (Clydebank)
- cobains (Cobains)
- coongulla (Coongulla)
- cowa (Cowa)
- cowwarr-part (Cowwarr (part))
- crookayan (Crookayan)
- crooked-river (Crooked River)
- dargo-part (Dargo (part))
- darriman (Darriman)
- dawson-vic (Dawson (Vic.))
- denison (Denison)
- devon-north (Devon North)
- dutson (Dutson)
- dutson-downs (Dutson Downs)
- east-sale (East Sale)
- flamingo-beach (Flamingo Beach)
- fulham-vic (Fulham (Vic.))
- gelliondale (Gelliondale)
- giffard (Giffard)
- giffard-west (Giffard West)
- gillum (Gillum)
- glenfalloch (Glenfalloch)
- glenmaggie (Glenmaggie)
- glomar-beach (Glomar Beach)
- golden-beach-vic (Golden Beach (Vic.))
- gormandale (Gormandale)
- hawkhurst (Hawkhurst)
- heyfield (Heyfield)
- hiamdale (Hiamdale)
- hiawatha (Hiawatha)
- hollands-landing-part (Hollands Landing (part))
- hunterston (Hunterston)
- jack-river (Jack River)
- kilmany (Kilmany)
- koorool (Koorool)
- lake-wellington (Lake Wellington)
- langsborough (Langsborough)
- licola (Licola)
- licola-north-part (Licola North (part))
- llowalong (Llowalong)
- loch-sport (Loch Sport)
- longford-vic (Longford (Vic.))
- macks-creek (Macks Creek)
- madalya (Madalya)
- maffra-vic (Maffra (Vic.))
- maffra-west-upper (Maffra West Upper)
- manns-beach (Manns Beach)
- mcloughlins-beach (McLoughlins Beach)
- meerlieu (Meerlieu)
- miowera (Miowera)
- monomak (Monomak)
- montgomery (Montgomery)
- moornapa (Moornapa)
- moroka (Moroka)
- munro (Munro)
- myrtlebank (Myrtlebank)
- nambrok (Nambrok)
- nap-nap-marra (Nap Nap Marra)
- newry (Newry)
- paradise-beach (Paradise Beach)
- pearsondale (Pearsondale)
- perry-bridge (Perry Bridge)
- port-albert (Port Albert)
- riverslea (Riverslea)
- robertsons-beach (Robertsons Beach)
- rosedale-vic (Rosedale (Vic.))
- sale (Sale)
- sargood (Sargood)
- seacombe (Seacombe)
- seaspray (Seaspray)
- seaton-vic (Seaton (Vic.))
- snake-island (Snake Island)
- staceys-bridge (Staceys Bridge)
- stockdale (Stockdale)
- stradbroke (Stradbroke)
- stratford-vic (Stratford (Vic.))
- tamboritha (Tamboritha)
- tarra-valley (Tarra Valley)
- tarraville (Tarraville)
- the-heart (The Heart)
- the-honeysuckles (The Honeysuckles)
- tinamba (Tinamba)
- tinamba-west (Tinamba West)
- toolome (Toolome)
- valencia-creek (Valencia Creek)
- walhalla-east (Walhalla East)
- willung (Willung)
- willung-south (Willung South)
- winnindoo (Winnindoo)
- won-wron (Won Wron)
- wonyip (Wonyip)
- woodside-vic (Woodside (Vic.))
- woodside-beach (Woodside Beach)
- woolenook (Woolenook)
- worrowing (Worrowing)
- wrathung (Wrathung)
- wrixon (Wrixon)
- wurruk (Wurruk)
- yangoura (Yangoura)
- yarram (Yarram)

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