City Compass

LLM access for Litchfield (M), Northern Territory.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- acacia-hills-nt (Acacia Hills (NT))
- bees-creek (Bees Creek)
- berry-springs (Berry Springs)
- black-jungle (Black Jungle)
- blackmore (Blackmore)
- channel-island (Channel Island)
- coolalinga (Coolalinga)
- daly (Daly)
- darwin-river (Darwin River)
- fly-creek (Fly Creek)
- freds-pass (Freds Pass)
- girraween-nt (Girraween (NT))
- glyde-point (Glyde Point)
- gunn-point (Gunn Point)
- herbert (Herbert)
- holtze (Holtze)
- howard-springs (Howard Springs)
- hughes-nt (Hughes (NT))
- humpty-doo (Humpty Doo)
- knuckey-lagoon (Knuckey Lagoon)
- koolpinyah (Koolpinyah)
- lambells-lagoon (Lambells Lagoon)
- livingstone (Livingstone)
- lloyd-creek (Lloyd Creek)
- manton-nt (Manton (NT))
- mcminns-lagoon (McMinns Lagoon)
- micket-creek (Micket Creek)
- middle-point (Middle Point)
- murrumujuk (Murrumujuk)
- noonamah (Noonamah)
- shoal-bay-nt (Shoal Bay (NT))
- southport-nt (Southport (NT))
- tumbling-waters (Tumbling Waters)
- virginia-nt (Virginia (NT))
- wak-wak (Wak Wak)
- weddell (Weddell)
- wickham-nt (Wickham (NT))

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