City Compass

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

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- aberglasslyn (Aberglasslyn)
- anambah (Anambah)
- ashtonfield (Ashtonfield)
- berry-park (Berry Park)
- bishops-bridge-part (Bishops Bridge (part))
- bolwarra-nsw (Bolwarra (NSW))
- bolwarra-heights (Bolwarra Heights)
- chisholm-nsw (Chisholm (NSW))
- duckenfield (Duckenfield)
- east-maitland (East Maitland)
- farley (Farley)
- gillieston-heights (Gillieston Heights)
- gosforth (Gosforth)
- harpers-hill (Harpers Hill)
- hillsborough-maitland-nsw (Hillsborough (Maitland - NSW))
- horseshoe-bend (Horseshoe Bend)
- largs (Largs)
- lochinvar-part (Lochinvar (part))
- lorn (Lorn)
- louth-park (Louth Park)
- luskintyre (Luskintyre)
- maitland-nsw (Maitland (NSW))
- maitland-vale (Maitland Vale)
- melville-nsw (Melville (NSW))
- metford (Metford)
- millers-forest (Millers Forest)
- mindaribba (Mindaribba)
- morpeth (Morpeth)
- mount-dee (Mount Dee)
- oakhampton (Oakhampton)
- oakhampton-heights (Oakhampton Heights)
- oswald (Oswald)
- phoenix-park (Phoenix Park)
- pitnacree (Pitnacree)
- raworth (Raworth)
- rosebrook-nsw (Rosebrook (NSW))
- rutherford (Rutherford)
- south-maitland (South Maitland)
- telarah (Telarah)
- tenambit (Tenambit)
- thornton-nsw (Thornton (NSW))
- tocal-part (Tocal (part))
- windella (Windella)
- windermere-nsw (Windermere (NSW))
- woodberry (Woodberry)

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