City Compass

LLM access for Coffs Harbour (C), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- arrawarra (Arrawarra)
- arrawarra-headland (Arrawarra Headland)
- boambee (Boambee)
- boambee-east (Boambee East)
- bonville (Bonville)
- brooklana (Brooklana)
- bucca-nsw (Bucca (NSW))
- bundagen (Bundagen)
- coffs-harbour (Coffs Harbour)
- coramba (Coramba)
- corindi-beach (Corindi Beach)
- dirty-creek (Dirty Creek)
- emerald-beach (Emerald Beach)
- karangi (Karangi)
- korora (Korora)
- lowanna (Lowanna)
- moonee-beach (Moonee Beach)
- mullaway (Mullaway)
- nana-glen (Nana Glen)
- north-boambee-valley (North Boambee Valley)
- red-rock (Red Rock)
- safety-beach-nsw (Safety Beach (NSW))
- sandy-beach (Sandy Beach)
- sapphire-beach (Sapphire Beach)
- sawtell (Sawtell)
- toormina (Toormina)
- ulong (Ulong)
- upper-corindi (Upper Corindi)
- upper-orara (Upper Orara)
- woolgoolga (Woolgoolga)

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