City Compass

LLM access for Loxton Waikerie (DC), South Australia.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- alawoona (Alawoona)
- bakara-well (Bakara Well)
- billiatt (Billiatt)
- bookpurnong (Bookpurnong)
- boolgun (Boolgun)
- bugle-hut (Bugle Hut)
- caliph (Caliph)
- devlins-pound (Devlins Pound)
- golden-heights (Golden Heights)
- good-hope-landing (Good Hope Landing)
- holder-sa (Holder (SA))
- holder-siding (Holder Siding)
- kanni (Kanni)
- kingston-on-murray (Kingston On Murray)
- kringin (Kringin)
- lowbank (Lowbank)
- loxton (Loxton)
- loxton-north (Loxton North)
- maggea (Maggea)
- malpas (Malpas)
- markaranka (Markaranka)
- meribah (Meribah)
- moorook (Moorook)
- moorook-south (Moorook South)
- naidia (Naidia)
- new-residence (New Residence)
- new-well (New Well)
- notts-well (Notts Well)
- paisley (Paisley)
- paruna (Paruna)
- pata (Pata)
- peebinga (Peebinga)
- pooginook (Pooginook)
- pyap (Pyap)
- pyap-west (Pyap West)
- qualco (Qualco)
- ramco (Ramco)
- ramco-heights (Ramco Heights)
- schell-well (Schell Well)
- stockyard-plain (Stockyard Plain)
- sunlands (Sunlands)
- taldra (Taldra)
- taplan (Taplan)
- taylorville-part (Taylorville (part))
- veitch (Veitch)
- waikerie (Waikerie)
- wappilka (Wappilka)
- wigley-flat (Wigley Flat)
- woodleigh-sa (Woodleigh (SA))
- woolpunda (Woolpunda)
- wunkar (Wunkar)
- yinkanie (Yinkanie)

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