City Compass

LLM access for Darwin (C), Northern Territory.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- alawa (Alawa)
- anula (Anula)
- bayview-nt (Bayview (NT))
- berrimah-part (Berrimah (part))
- brinkin (Brinkin)
- buffalo-creek (Buffalo Creek)
- casuarina-nt (Casuarina (NT))
- charles-darwin-part (Charles Darwin (part))
- coconut-grove (Coconut Grove)
- coonawarra-nt (Coonawarra (NT))
- darwin-city-part (Darwin City (part))
- east-point (East Point)
- eaton-nt (Eaton (NT))
- fannie-bay (Fannie Bay)
- holmes (Holmes)
- jingili (Jingili)
- karama (Karama)
- larrakeyah (Larrakeyah)
- leanyer (Leanyer)
- lee-point (Lee Point)
- ludmilla (Ludmilla)
- lyons-nt (Lyons (NT))
- malak (Malak)
- marrara (Marrara)
- millner (Millner)
- moil (Moil)
- muirhead (Muirhead)
- nakara (Nakara)
- nightcliff (Nightcliff)
- parap (Parap)
- rapid-creek (Rapid Creek)
- stuart-park (Stuart Park)
- the-gardens-nt (The Gardens (NT))
- the-narrows-nt (The Narrows (NT))
- tiwi (Tiwi)
- wagaman (Wagaman)
- wanguri (Wanguri)
- winnellie (Winnellie)
- woolner (Woolner)
- wulagi (Wulagi)

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