City Compass

LLM access for Campbelltown (C) (NSW), New South Wales.

Entry point: https://citycompass.com.au/campbelltown-c-nsw/community
Catalog: https://citycompass.com.au/campbelltown-c-nsw/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/campbelltown-c-nsw/community
https://citycompass.com.au/campbelltown-c-nsw/community/{suburb}
https://citycompass.com.au/campbelltown-c-nsw/community/api/{category}/{topic}.json
https://citycompass.com.au/campbelltown-c-nsw/community/api/{category}/{topic}.csv
https://citycompass.com.au/campbelltown-c-nsw/community/{category}/{topic}
https://citycompass.com.au/campbelltown-c-nsw/community/{category}/{topic}?view=change
https://citycompass.com.au/campbelltown-c-nsw/community/{category}/{topic}?view=compare
https://citycompass.com.au/campbelltown-c-nsw/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/campbelltown-c-nsw/community/specialist/{topic}
https://citycompass.com.au/campbelltown-c-nsw/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/campbelltown-c-nsw/community/{suburb}/{category}/{topic}
https://citycompass.com.au/campbelltown-c-nsw/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.

Suburbs in this LGA (use as {suburb} in route patterns above):
- airds (Airds)
- ambarvale (Ambarvale)
- bardia (Bardia)
- blair-athol-nsw (Blair Athol (NSW))
- blairmount (Blairmount)
- bow-bowing (Bow Bowing)
- bradbury-nsw (Bradbury (NSW))
- campbelltown-nsw (Campbelltown (NSW))
- claymore (Claymore)
- denham-court-part (Denham Court (part))
- eagle-vale (Eagle Vale)
- englorie-park (Englorie Park)
- eschol-park (Eschol Park)
- gilead (Gilead)
- glen-alpine (Glen Alpine)
- glenfield-nsw (Glenfield (NSW))
- ingleburn (Ingleburn)
- kearns (Kearns)
- kentlyn (Kentlyn)
- leumeah (Leumeah)
- long-point-campbelltown-nsw (Long Point (Campbelltown - NSW))
- macquarie-fields (Macquarie Fields)
- macquarie-links (Macquarie Links)
- menangle-park (Menangle Park)
- minto (Minto)
- minto-heights (Minto Heights)
- raby (Raby)
- rosemeadow (Rosemeadow)
- ruse (Ruse)
- st-andrews-nsw (St Andrews (NSW))
- st-helens-park (St Helens Park)
- varroville (Varroville)
- wedderburn-nsw (Wedderburn (NSW))
- woodbine-nsw (Woodbine (NSW))
- woronora-dam-part (Woronora Dam (part))

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