City Compass

LLM access for Shoalhaven (C), New South Wales.

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

Suburbs in this LGA (use as {suburb} in route patterns above):
- back-forest (Back Forest)
- bamarang (Bamarang)
- bangalee-nsw (Bangalee (NSW))
- barrengarry (Barrengarry)
- barringella (Barringella)
- basin-view (Basin View)
- bawley-point (Bawley Point)
- beaumont-nsw (Beaumont (NSW))
- beecroft-peninsula (Beecroft Peninsula)
- bellawongarah (Bellawongarah)
- bendalong (Bendalong)
- berrara (Berrara)
- berringer-lake (Berringer Lake)
- berry (Berry)
- berry-mountain (Berry Mountain)
- bewong (Bewong)
- bolong (Bolong)
- bomaderry (Bomaderry)
- boolijah (Boolijah)
- bream-beach (Bream Beach)
- brogers-creek (Brogers Creek)
- brooman (Brooman)
- broughton-nsw (Broughton (NSW))
- broughton-vale (Broughton Vale)
- browns-mountain (Browns Mountain)
- brundee (Brundee)
- buangla (Buangla)
- budgong (Budgong)
- bulee (Bulee)
- bundewallah (Bundewallah)
- burrier (Burrier)
- burrill-lake (Burrill Lake)
- callala-bay (Callala Bay)
- callala-beach (Callala Beach)
- cambewarra (Cambewarra)
- cambewarra-village (Cambewarra Village)
- cockwhy (Cockwhy)
- comberton (Comberton)
- comerong-island (Comerong Island)
- conjola (Conjola)
- conjola-park (Conjola Park)
- coolangatta-nsw (Coolangatta (NSW))
- coolumburra (Coolumburra)
- croobyar (Croobyar)
- cudmirrah (Cudmirrah)
- culburra-beach (Culburra Beach)
- cunjurong-point (Cunjurong Point)
- currarong (Currarong)
- depot-beach (Depot Beach)
- dolphin-point (Dolphin Point)
- durras-north (Durras North)
- east-lynne-part (East Lynne (part))
- endrick (Endrick)
- erowal-bay (Erowal Bay)
- ettrema (Ettrema)
- falls-creek-nsw (Falls Creek (NSW))
- far-meadow (Far Meadow)
- fishermans-paradise (Fishermans Paradise)
- greenwell-point (Greenwell Point)
- huskisson (Huskisson)
- hyams-beach (Hyams Beach)
- illaroo (Illaroo)
- jaspers-brush (Jaspers Brush)
- jerrawangala (Jerrawangala)
- kangaroo-valley (Kangaroo Valley)
- kinghorne (Kinghorne)
- kings-point (Kings Point)
- kioloa (Kioloa)
- lake-conjola (Lake Conjola)
- lake-tabourie (Lake Tabourie)
- little-forest (Little Forest)
- longreach-nsw (Longreach (NSW))
- manyana (Manyana)
- mayfield-shoalhaven-nsw (Mayfield (Shoalhaven - NSW))
- meroo-meadow (Meroo Meadow)
- milton-nsw (Milton (NSW))
- mogood (Mogood)
- mollymook (Mollymook)
- mollymook-beach (Mollymook Beach)
- mondayong (Mondayong)
- moollattoo (Moollattoo)
- morton (Morton)
- mount-kingiman (Mount Kingiman)
- mundamia (Mundamia)
- myola-nsw (Myola (NSW))
- narrawallee (Narrawallee)
- north-nowra (North Nowra)
- nowra (Nowra)
- nowra-hill (Nowra Hill)
- numbaa (Numbaa)
- old-erowal-bay (Old Erowal Bay)
- orient-point (Orient Point)
- parma (Parma)
- pebbly-beach (Pebbly Beach)
- pointer-mountain (Pointer Mountain)
- porters-creek (Porters Creek)
- pretty-beach-shoalhaven-nsw (Pretty Beach (Shoalhaven - NSW))
- pyree (Pyree)
- quiera (Quiera)
- red-rocks (Red Rocks)
- sanctuary-point (Sanctuary Point)
- sassafras-nsw (Sassafras (NSW))
- shoalhaven-heads (Shoalhaven Heads)
- south-nowra (South Nowra)
- st-george-nsw (St George (NSW))
- st-georges-basin (St Georges Basin)
- sussex-inlet (Sussex Inlet)
- swanhaven (Swanhaven)
- tallowal (Tallowal)
- tapitallee (Tapitallee)
- terara (Terara)
- termeil (Termeil)
- tianjara (Tianjara)
- tolwong (Tolwong)
- tomerong (Tomerong)
- touga (Touga)
- tullarwalla (Tullarwalla)
- twelve-mile-peg (Twelve Mile Peg)
- ulladulla (Ulladulla)
- upper-kangaroo-river (Upper Kangaroo River)
- vincentia (Vincentia)
- wandandian (Wandandian)
- watersleigh (Watersleigh)
- wattamolla (Wattamolla)
- west-nowra (West Nowra)
- wollumboola (Wollumboola)
- woodburn-shoalhaven-nsw (Woodburn (Shoalhaven - NSW))
- woodhill-nsw (Woodhill (NSW))
- woodstock-shoalhaven-nsw (Woodstock (Shoalhaven - NSW))
- woollamia (Woollamia)
- worrigee (Worrigee)
- worrowing-heights (Worrowing Heights)
- wrights-beach (Wrights Beach)
- yadboro (Yadboro)
- yalwal (Yalwal)
- yatte-yattah (Yatte Yattah)
- yerriyong (Yerriyong)

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