City Compass

LLM access for Singleton (A), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- appletree-flat (Appletree Flat)
- belford (Belford)
- big-ridge (Big Ridge)
- bowmans-creek-part (Bowmans Creek (part))
- branxton-part (Branxton (part))
- bridgman (Bridgman)
- broke-nsw (Broke (NSW))
- bulga-nsw (Bulga (NSW))
- camberwell-nsw (Camberwell (NSW))
- carrowbrook (Carrowbrook)
- clydesdale-nsw (Clydesdale (NSW))
- dalwood-singleton-nsw (Dalwood (Singleton - NSW))
- darlington-singleton-nsw (Darlington (Singleton - NSW))
- doyles-creek (Doyles Creek)
- dunolly-nsw (Dunolly (NSW))
- dural-singleton-nsw (Dural (Singleton - NSW))
- dyrring (Dyrring)
- elderslie-singleton-nsw (Elderslie (Singleton - NSW))
- falbrook (Falbrook)
- fern-gully (Fern Gully)
- fordwich (Fordwich)
- garland-valley (Garland Valley)
- glendon (Glendon)
- glendon-brook (Glendon Brook)
- glennies-creek (Glennies Creek)
- glenridding (Glenridding)
- goorangoola (Goorangoola)
- gouldsville (Gouldsville)
- gowrie-singleton-nsw (Gowrie (Singleton - NSW))
- greenlands-singleton-nsw (Greenlands (Singleton - NSW))
- hambledon-hill (Hambledon Hill)
- howes-valley (Howes Valley)
- howick-nsw (Howick (NSW))
- hunterview (Hunterview)
- jerrys-plains-part (Jerrys Plains (part))
- lambs-valley-singleton-nsw-part (Lambs Valley (Singleton - NSW) (part))
- leconfield (Leconfield)
- lemington (Lemington)
- liddell (Liddell)
- long-point-singleton-nsw (Long Point (Singleton - NSW))
- lower-belford (Lower Belford)
- maison-dieu (Maison Dieu)
- mcdougalls-hill (McDougalls Hill)
- middle-falbrook (Middle Falbrook)
- milbrodale (Milbrodale)
- mirannie (Mirannie)
- mitchells-flat (Mitchells Flat)
- mount-olive-singleton-nsw (Mount Olive (Singleton - NSW))
- mount-royal (Mount Royal)
- mount-thorley (Mount Thorley)
- obanvale (Obanvale)
- putty-part (Putty (part))
- ravensworth-nsw (Ravensworth (NSW))
- redbournberry (Redbournberry)
- reedy-creek-nsw (Reedy Creek (NSW))
- rixs-creek (Rixs Creek)
- roughit (Roughit)
- scotts-flat (Scotts Flat)
- sedgefield (Sedgefield)
- singleton-nsw (Singleton (NSW))
- singleton-heights (Singleton Heights)
- singleton-military-area (Singleton Military Area)
- st-clair-singleton-nsw (St Clair (Singleton - NSW))
- stanhope-nsw (Stanhope (NSW))
- warkworth (Warkworth)
- wattle-ponds (Wattle Ponds)
- westbrook-nsw (Westbrook (NSW))
- whittingham (Whittingham)
- wylies-flat (Wylies Flat)

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