City Compass

LLM access for Murray Bridge (RC), South Australia.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- avoca-dell (Avoca Dell)
- brinkley (Brinkley)
- burdett-part (Burdett (part))
- callington-part (Callington (part))
- chapman-bore (Chapman Bore)
- ettrick-sa (Ettrick (SA))
- gifford-hill (Gifford Hill)
- jervois (Jervois)
- kepa (Kepa)
- long-flat-sa (Long Flat (SA))
- mobilong (Mobilong)
- monarto (Monarto)
- monarto-south (Monarto South)
- monteith (Monteith)
- mulgundawa (Mulgundawa)
- murrawong (Murrawong)
- murray-bridge (Murray Bridge)
- murray-bridge-east (Murray Bridge East)
- murray-bridge-north (Murray Bridge North)
- murray-bridge-south (Murray Bridge South)
- mypolonga (Mypolonga)
- northern-heights (Northern Heights)
- pallamana (Pallamana)
- riverglades (Riverglades)
- riverglen (Riverglen)
- rockleigh-part (Rockleigh (part))
- rocky-gully-sa (Rocky Gully (SA))
- sunnyside-sa (Sunnyside (SA))
- swanport (Swanport)
- toora-sa (Toora (SA))
- wellington-sa (Wellington (SA))
- white-hill (White Hill)
- white-sands (White Sands)
- woodlane (Woodlane)
- woods-point-sa (Woods Point (SA))

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