City Compass

LLM access for Sydney (C), New South Wales.

Entry point: https://citycompass.com.au/sydney-c/community
Catalog: https://citycompass.com.au/sydney-c/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/sydney-c/community
https://citycompass.com.au/sydney-c/community/{suburb}
https://citycompass.com.au/sydney-c/community/api/{category}/{topic}.json
https://citycompass.com.au/sydney-c/community/api/{category}/{topic}.csv
https://citycompass.com.au/sydney-c/community/{category}/{topic}
https://citycompass.com.au/sydney-c/community/{category}/{topic}?view=change
https://citycompass.com.au/sydney-c/community/{category}/{topic}?view=compare
https://citycompass.com.au/sydney-c/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/sydney-c/community/specialist/{topic}
https://citycompass.com.au/sydney-c/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/sydney-c/community/{suburb}/{category}/{topic}
https://citycompass.com.au/sydney-c/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):
- alexandria (Alexandria)
- barangaroo (Barangaroo)
- beaconsfield-nsw (Beaconsfield (NSW))
- camperdown-nsw-part (Camperdown (NSW) (part))
- centennial-park-nsw-part (Centennial Park (NSW) (part))
- chippendale (Chippendale)
- darlinghurst (Darlinghurst)
- darlington-sydney-nsw (Darlington (Sydney - NSW))
- dawes-point (Dawes Point)
- elizabeth-bay (Elizabeth Bay)
- erskineville (Erskineville)
- eveleigh (Eveleigh)
- forest-lodge (Forest Lodge)
- glebe-nsw (Glebe (NSW))
- haymarket (Haymarket)
- millers-point (Millers Point)
- moore-park (Moore Park)
- potts-point-part (Potts Point (part))
- pyrmont (Pyrmont)
- redfern (Redfern)
- rosebery-nsw-part (Rosebery (NSW) (part))
- rushcutters-bay (Rushcutters Bay)
- surry-hills (Surry Hills)
- sydney (Sydney)
- the-rocks-sydney-nsw (The Rocks (Sydney - NSW))
- ultimo (Ultimo)
- waterloo-nsw (Waterloo (NSW))
- woolloomooloo (Woolloomooloo)
- zetland (Zetland)

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