City Compass

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

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

Example API calls:
https://citycompass.com.au/hawkesbury-c/community/api/population/service-age-groups.json?area=agnes-banks-part&benchmark=gccsa&sex=persons
https://citycompass.com.au/hawkesbury-c/community/api/income/household-income-quartiles.json?area=agnes-banks-part&benchmark=gccsa&sex=persons
https://citycompass.com.au/hawkesbury-c/community/api/housing/dwellings.json?area=agnes-banks-part&benchmark=gccsa&sex=persons

Suburbs in this LGA (use as {suburb} in route patterns above):
- agnes-banks-part (Agnes Banks (part))
- berambing-part (Berambing (part))
- bilpin (Bilpin)
- blaxlands-ridge (Blaxlands Ridge)
- bligh-park (Bligh Park)
- bowen-mountain (Bowen Mountain)
- central-colo (Central Colo)
- central-macdonald (Central Macdonald)
- clarendon-nsw (Clarendon (NSW))
- colo-hawkesbury-nsw (Colo (Hawkesbury - NSW))
- colo-heights (Colo Heights)
- cornwallis (Cornwallis)
- cumberland-reach (Cumberland Reach)
- east-kurrajong (East Kurrajong)
- ebenezer-nsw (Ebenezer (NSW))
- fernances (Fernances)
- freemans-reach (Freemans Reach)
- glossodia (Glossodia)
- grose-vale (Grose Vale)
- grose-wold (Grose Wold)
- higher-macdonald (Higher Macdonald)
- hobartville (Hobartville)
- kurmond (Kurmond)
- kurrajong (Kurrajong)
- kurrajong-heights (Kurrajong Heights)
- kurrajong-hills (Kurrajong Hills)
- leets-vale-part (Leets Vale (part))
- lower-macdonald (Lower Macdonald)
- lower-portland-part (Lower Portland (part))
- maraylya-part (Maraylya (part))
- mcgraths-hill (McGraths Hill)
- mellong (Mellong)
- mogo-creek (Mogo Creek)
- mountain-lagoon (Mountain Lagoon)
- mulgrave-nsw (Mulgrave (NSW))
- north-richmond (North Richmond)
- oakville (Oakville)
- perrys-crossing (Perrys Crossing)
- pitt-town (Pitt Town)
- pitt-town-bottoms (Pitt Town Bottoms)
- richmond-nsw (Richmond (NSW))
- richmond-lowlands (Richmond Lowlands)
- sackville (Sackville)
- scheyville (Scheyville)
- south-windsor (South Windsor)
- st-albans-nsw (St Albans (NSW))
- ten-mile-hollow-part (Ten Mile Hollow (part))
- tennyson-nsw (Tennyson (NSW))
- the-devils-wilderness (The Devils Wilderness)
- the-slopes (The Slopes)
- upper-colo (Upper Colo)
- upper-macdonald (Upper Macdonald)
- vineyard-part (Vineyard (part))
- webbs-creek (Webbs Creek)
- wheeny-creek (Wheeny Creek)
- wilberforce-nsw (Wilberforce (NSW))
- windsor-nsw (Windsor (NSW))
- windsor-downs (Windsor Downs)
- womerah (Womerah)
- wrights-creek-nsw (Wrights Creek (NSW))
- yarramundi (Yarramundi)

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