City Compass

LLM access for Bathurst Regional (A), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- abercrombie (Abercrombie)
- abercrombie-river (Abercrombie River)
- arkell (Arkell)
- bathampton (Bathampton)
- bathurst (Bathurst)
- billywillinga (Billywillinga)
- brewongle (Brewongle)
- bruinbun (Bruinbun)
- caloola-part (Caloola (part))
- charlton-nsw-part (Charlton (NSW) (part))
- clear-creek (Clear Creek)
- colo-bathurst-regional-nsw (Colo (Bathurst Regional - NSW))
- copperhannia (Copperhannia)
- cow-flat (Cow Flat)
- crudine-part (Crudine (part))
- curragh (Curragh)
- dunkeld-nsw (Dunkeld (NSW))
- duramana (Duramana)
- eglinton-nsw (Eglinton (NSW))
- evans-plains (Evans Plains)
- fitzgeralds-mount (Fitzgeralds Mount)
- fitzgeralds-valley (Fitzgeralds Valley)
- forest-grove-nsw (Forest Grove (NSW))
- fosters-valley (Fosters Valley)
- freemantle (Freemantle)
- gemalla (Gemalla)
- georges-plains (Georges Plains)
- glanmire-nsw (Glanmire (NSW))
- gormans-hill (Gormans Hill)
- gowan-part (Gowan (part))
- hill-end-nsw (Hill End (NSW))
- kelso-nsw (Kelso (NSW))
- killongbutta (Killongbutta)
- kirkconnell (Kirkconnell)
- laffing-waters (Laffing Waters)
- limekilns (Limekilns)
- llanarth-nsw (Llanarth (NSW))
- locksley-nsw (Locksley (NSW))
- meadow-flat-part (Meadow Flat (part))
- milkers-flat (Milkers Flat)
- millah-murrah (Millah Murrah)
- mitchell-nsw (Mitchell (NSW))
- mount-panorama (Mount Panorama)
- mount-rankin (Mount Rankin)
- napoleon-reef (Napoleon Reef)
- orton-park (Orton Park)
- paling-yards-bathurst-regional-nsw (Paling Yards (Bathurst Regional - NSW))
- peel (Peel)
- perthville (Perthville)
- raglan-nsw (Raglan (NSW))
- robin-hill (Robin Hill)
- rock-forest (Rock Forest)
- rockley-part (Rockley (part))
- rockley-mount (Rockley Mount)
- sallys-flat (Sallys Flat)
- sofala-part (Sofala (part))
- south-bathurst (South Bathurst)
- sunny-corner-part (Sunny Corner (part))
- tannas-mount (Tannas Mount)
- the-lagoon-part (The Lagoon (part))
- the-rocks-bathurst-regional-nsw (The Rocks (Bathurst Regional - NSW))
- triangle-flat-part (Triangle Flat (part))
- trunkey-creek (Trunkey Creek)
- turondale (Turondale)
- upper-turon-part (Upper Turon (part))
- walang (Walang)
- wambool (Wambool)
- wattle-flat-nsw (Wattle Flat (NSW))
- watton (Watton)
- west-bathurst (West Bathurst)
- white-rock-nsw (White Rock (NSW))
- wiagdon (Wiagdon)
- wimbledon (Wimbledon)
- winburndale (Winburndale)
- windradyne (Windradyne)
- yarras-bathurst-regional-nsw (Yarras (Bathurst Regional - NSW))
- yetholme (Yetholme)

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