City Compass

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

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- bangalow (Bangalow)
- billinudgel (Billinudgel)
- binna-burra-nsw (Binna Burra (NSW))
- booyong-part (Booyong (part))
- broken-head-part (Broken Head (part))
- brunswick-heads (Brunswick Heads)
- byron-bay (Byron Bay)
- coopers-shoot (Coopers Shoot)
- coorabell (Coorabell)
- eureka-nsw (Eureka (NSW))
- ewingsdale (Ewingsdale)
- federal-nsw (Federal (NSW))
- goonengerry (Goonengerry)
- hayters-hill (Hayters Hill)
- huonbrook (Huonbrook)
- koonyum-range (Koonyum Range)
- main-arm (Main Arm)
- mcleods-shoot (McLeods Shoot)
- middle-pocket (Middle Pocket)
- montecollum (Montecollum)
- mullumbimby (Mullumbimby)
- mullumbimby-creek (Mullumbimby Creek)
- myocum (Myocum)
- nashua (Nashua)
- new-brighton (New Brighton)
- nightcap-part (Nightcap (part))
- ocean-shores (Ocean Shores)
- palmwoods-nsw (Palmwoods (NSW))
- possum-creek (Possum Creek)
- skinners-shoot (Skinners Shoot)
- south-golden-beach (South Golden Beach)
- suffolk-park (Suffolk Park)
- talofa (Talofa)
- the-pocket (The Pocket)
- tyagarah (Tyagarah)
- upper-coopers-creek (Upper Coopers Creek)
- upper-main-arm (Upper Main Arm)
- upper-wilsons-creek (Upper Wilsons Creek)
- wanganui (Wanganui)
- wilsons-creek (Wilsons Creek)
- yelgun (Yelgun)

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