City Compass

LLM access for Gwydir (A), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- back-creek-gwydir-nsw (Back Creek (Gwydir - NSW))
- balfours-peak (Balfours Peak)
- bangheet (Bangheet)
- bingara (Bingara)
- blue-nobby (Blue Nobby)
- boonal (Boonal)
- cobbadah (Cobbadah)
- coolatai-part (Coolatai (part))
- crooble (Crooble)
- croppa-creek-part (Croppa Creek (part))
- dinoga (Dinoga)
- elcombe (Elcombe)
- gineroi (Gineroi)
- gravesend-part (Gravesend (part))
- gulf-creek (Gulf Creek)
- gundamulda (Gundamulda)
- keera (Keera)
- north-star (North Star)
- pallal (Pallal)
- rocky-creek-gwydir-nsw-part (Rocky Creek (Gwydir - NSW) (part))
- upper-bingara (Upper Bingara)
- upper-horton-part (Upper Horton (part))
- warialda (Warialda)
- warialda-rail (Warialda Rail)
- whitlow (Whitlow)
- yallaroi (Yallaroi)

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