City Compass

LLM access for Nambucca (A), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- allgomera (Allgomera)
- argents-hill (Argents Hill)
- bakers-creek-nambucca-valley-nsw (Bakers Creek (Nambucca Valley - NSW))
- bowraville (Bowraville)
- buckra-bendinni (Buckra Bendinni)
- burrapine (Burrapine)
- congarinni (Congarinni)
- congarinni-north (Congarinni North)
- eungai-creek (Eungai Creek)
- eungai-rail (Eungai Rail)
- girralong (Girralong)
- gumma (Gumma)
- hyland-park (Hyland Park)
- killiekrankie (Killiekrankie)
- macksville (Macksville)
- missabotti (Missabotti)
- nambucca-heads (Nambucca Heads)
- newee-creek (Newee Creek)
- north-macksville (North Macksville)
- scotts-head (Scotts Head)
- south-arm-nambucca-valley-nsw (South Arm (Nambucca Valley - NSW))
- talarm (Talarm)
- tamban (Tamban)
- taylors-arm (Taylors Arm)
- tewinga (Tewinga)
- thumb-creek (Thumb Creek)
- upper-taylors-arm (Upper Taylors Arm)
- utungun (Utungun)
- valla-part (Valla (part))
- valla-beach (Valla Beach)
- warrell-creek (Warrell Creek)
- way-way (Way Way)
- wirrimbi (Wirrimbi)
- yarranbella (Yarranbella)

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