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Data Pipeline Report

Last refresh: 2026-05-31 04:14:06 UTC

1 Data Sources

Source Type Counts Coverage Downloaded Size
NSW Valuer General's Property Sales Information (PSI)
NSW Valuer General
Full history (1990–present), bulk-ingested directly from the Valuer General
Sales 6,574,593 raw rows
5,452,166 after dedup & filter
1,898,072 unique properties
8,677 suburbs · 201,701 streets
2026-05-31 04:14:19 1058.8 MB
G-NAF Bulk Address Data
Geoscape Australia
Enrichment 4,888,392 address records 1,906,637 / 2,664,246 properties matched
71.6% match rate
2026-05-12 10:31:06 1626.5 MB
Geofabrik OSM Australia Roads
Geofabrik
Geography 3,398,124 segments (AU)
461,599 named driveable (NSW)
101,322 / 189,127 enriched (53.6%) 2026-05-12 11:09:17 1687.3 MB
ABS SAL 2021 — Suburb Boundaries
Australian Bureau of Statistics
Boundaries 4,682 polygons 4,171 with sales data (89.1%) 2026-05-12 10:27:39 99.2 MB
ABS POA 2021 — Postcode Boundaries
Australian Bureau of Statistics
Boundaries 636 polygons 613 with sales data (96.4%) 2026-05-12 10:27:47 53.3 MB
ABS SA4 2021 — Market Region Boundaries
Australian Bureau of Statistics
Boundaries 33 polygons 29 with sales data (87.9%) 2026-05-12 10:27:52 28.4 MB

2 Sales Processing

Record attrition

Raw CSV rows
6,574,593
6,574,593
100%
After residential filter
5,621,128
5,621,128
85.5%
After deduplication
5,452,166
5,452,166
82.9%

Output

5,452,166
Sales records
1,898,072
Unique properties
8,677
Suburbs
201,701
Streets

3 G-NAF Address Matching

Match funnel

G-NAF address records
4,888,392
4,888,392

Unique properties (sales)
2,664,246
2,664,246
100%
Matched to G-NAF
1,906,637
1,906,637
71.6%
↳ Exact match
1,849,844
69.4%
↳ Building match (no unit)
56,793
2.1%

Unmatched
757,609
28.4%

Match rate

71.6%
of properties matched to a G-NAF address
0%100%

Top unmatched localities

Locality · unmatched count
ALBURY 6,492
CARINGBAH 5,810
PENRITH 5,544
TAMWORTH 5,354
QUEANBEYAN 5,038
BAULKHAM HILLS 4,902
PARRAMATTA 4,511
KELLYVILLE 4,459
PORT MACQUARIE 4,426
CASTLE HILL 4,392

4 Road Network

Filter pipeline

Australia-wide (OSM)
3,398,124
3,398,124
100%
After NSW bbox clip
1,276,237
1,276,237
37.6%
Named driveable roads
461,599
461,599
13.6%
After postcode split
189,600
189,600
5.6%

Enriched with sales data
101,322
101,322
53.6%
No matching sales data
87,805
46.4%

Enrichment rate

53.6%
of road segments enriched with sales statistics
0%100%