City Compass

LLM access for Canterbury-Bankstown (A), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- ashbury-part (Ashbury (part))
- bankstown (Bankstown)
- bankstown-aerodrome (Bankstown Aerodrome)
- bass-hill (Bass Hill)
- belfield-part (Belfield (part))
- belmore (Belmore)
- birrong (Birrong)
- campsie (Campsie)
- canterbury-nsw (Canterbury (NSW))
- chester-hill-part (Chester Hill (part))
- chullora (Chullora)
- clemton-park (Clemton Park)
- condell-park (Condell Park)
- earlwood (Earlwood)
- east-hills (East Hills)
- georges-hall (Georges Hall)
- greenacre-part (Greenacre (part))
- hurlstone-park-part (Hurlstone Park (part))
- kingsgrove-part (Kingsgrove (part))
- lakemba (Lakemba)
- lansdowne-canterbury-bankstown-nsw (Lansdowne (Canterbury-Bankstown - NSW))
- milperra (Milperra)
- mount-lewis (Mount Lewis)
- narwee-part (Narwee (part))
- padstow (Padstow)
- padstow-heights (Padstow Heights)
- panania (Panania)
- picnic-point (Picnic Point)
- potts-hill (Potts Hill)
- punchbowl-canterbury-bankstown-nsw (Punchbowl (Canterbury-Bankstown - NSW))
- revesby (Revesby)
- revesby-heights (Revesby Heights)
- riverwood-part (Riverwood (part))
- roselands (Roselands)
- sefton (Sefton)
- villawood-part (Villawood (part))
- wiley-park (Wiley Park)
- yagoona (Yagoona)

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