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1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class A Hong Kong
73.6
73.6
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class A Kowloon
80.2
80.2
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class A New Kowloom
74.8
74.8
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class A New Territories
65.9
65.9
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class B Hong Kong
75
75
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class B Kowloon
65.2
65.2
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class B New Kowloon
64.3
64.3
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class B New Territories
55.2
55.2
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class C Hong Kong
85.1
85.1
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class C Kowloon
75
75
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class C New Kowloon
70.3
70.3
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class C New Territories
60.6
60.6
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class D Hong Kong
103.7
103.7
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class D Kowloon
70.4
70.4
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class D New Kowloon
78.8
78.8
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class D New Territories
58
58
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class E Hong Kong
124.1
124.1
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class E Kowloon
95.2
95.2
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class E New Kowloon
74.8
74.8
null
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1986
null
null
null
Class E New Territories
56.3
56.3
Z
A
1986-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class A Hong Kong
79
79
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class A Kowloon
91.2
91.2
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class A New Kowloom
81.9
81.9
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class A New Territories
71.5
71.5
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class B Hong Kong
82.3
82.3
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class B Kowloon
78.1
78.1
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class B New Kowloon
72.9
72.9
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class B New Territories
65.8
65.8
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class C Hong Kong
94.4
94.4
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class C Kowloon
85.5
85.5
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class C New Kowloon
82.3
82.3
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class C New Territories
71.4
71.4
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class D Hong Kong
115.9
115.9
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class D Kowloon
84.1
84.1
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class D New Kowloon
93.3
93.3
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class D New Territories
70.1
70.1
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class E Hong Kong
134.1
134.1
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class E Kowloon
100.5
100.5
null
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class E New Kowloon
82.4
82.4
Z
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1987
null
null
null
Class E New Territories
74
74
Z
A
1987-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class A Hong Kong
94.6
94.6
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class A Kowloon
109.6
109.6
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class A New Kowloom
95.3
95.3
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class A New Territories
86.7
86.7
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class B Hong Kong
100.7
100.7
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class B Kowloon
88
88
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class B New Kowloon
82.7
82.7
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class B New Territories
76.2
76.2
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class C Hong Kong
119.2
119.2
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class C Kowloon
103.1
103.1
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class C New Kowloon
101.7
101.7
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class C New Territories
78.7
78.7
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class D Hong Kong
139.7
139.7
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class D Kowloon
105.3
105.3
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class D New Kowloon
106
106
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class D New Territories
83.9
83.9
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class E Hong Kong
149.7
149.7
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class E Kowloon
113.4
113.4
null
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class E New Kowloon
100.7
100.7
Z
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1988
null
null
null
Class E New Territories
86.7
86.7
Z
A
1988-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class A Hong Kong
128.1
128.1
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class A Kowloon
141.1
141.1
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class A New Kowloom
122.1
122.1
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class A New Territories
107.3
107.3
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class B Hong Kong
133.9
133.9
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class B Kowloon
120.6
120.6
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class B New Kowloon
108.8
108.8
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class B New Territories
102.3
102.3
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class C Hong Kong
148.9
148.9
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class C Kowloon
135.8
135.8
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class C New Kowloon
122.3
122.3
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class C New Territories
109.5
109.5
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class D Hong Kong
172
172
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class D Kowloon
141.7
141.7
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class D New Kowloon
137.5
137.5
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class D New Territories
112.9
112.9
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class E Hong Kong
183.9
183.9
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class E Kowloon
156.5
156.5
null
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class E New Kowloon
116.7
116.7
Z
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1989
null
null
null
Class E New Territories
101.4
101.4
Z
A
1989-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class A Hong Kong
150.4
150.4
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class A Kowloon
165.3
165.3
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class A New Kowloom
132.8
132.8
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class A New Territories
115.4
115.4
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class B Hong Kong
151.4
151.4
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class B Kowloon
130.4
130.4
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class B New Kowloon
119.6
119.6
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class B New Territories
100.9
100.9
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class C Hong Kong
164.8
164.8
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class C Kowloon
151.5
151.5
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class C New Kowloon
146.3
146.3
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class C New Territories
110.3
110.3
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class D Hong Kong
175
175
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class D Kowloon
151.3
151.3
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class D New Kowloon
151.7
151.7
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class D New Territories
127
127
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class E Hong Kong
187.5
187.5
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class E Kowloon
143
143
null
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class E New Kowloon
137.5
137.5
Z
A
1990-01-01
1.1A(86-98)
PRIVATE DOMESTIC - AVERAGE RENTS BY CLASS [ANNUAL[86-98]]
Year
1990
null
null
null
Class E New Territories
116.2
116.2
null
A
1990-01-01
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Hong Kong property market statistics (RVD, Housing Authority TPS, Land Registry)

Every table of the Rating and Valuation Department's Property Market Statistics, rebuilt weekly by AlreadyOpen/hk-property: rents, prices and indices (monthly, quarterly, annual, from 1978-1999 depending on the table), stock, completions, forecast completions, vacancy, take-up, transactions and demolitions, for domestic, office, retail, industrial and storage property.

File What
rvd.parquet one row per value of every English CSV table: table, title, the row's keys (key1, key2 with their names: a month, quarter, year or district), series (the column), value (number; empty for -, n/a), value_text (as published), remark (RVD's code from the column's remarks, e.g. P, X, Z, S, as published; RVD's notes on its website explain them), freq (M, Q, A) and period_start
tables.json each table's file, title, source URL and row count
raw/ every CSV and XLS file of the dataset, English and Chinese, exactly as downloaded
tps.parquet every Housing Authority Tenants Purchase Scheme sale since 1998 (157k, 39 estates): estate, district group, position, price, saleable area (m², ft²), price per m² and ft², floor band, discount rate, date, credit level. Sales to sitting tenants at formula prices, not market sales
lr.parquet every row of the Land Registry's monthly statistics since January 2021: deeds by type, agreements for sale and purchase by its 10 districts (counts and consideration), residential / non-residential, primary / secondary, price bands
areas.parquet RVD's own area shapes (3 regions, 18 districts, 6 office sub-districts), GeoParquet EPSG:4326
spacetime.parquet, spacetime.json a space-time analysis of the monthly rents and prices (below)

Space-time analysis

After Esri's space-time pattern mining, on 151 series from three sources: RVD's monthly rents and prices (82 series, since 1999, 3 regions and 7 office areas), each Tenants Purchase Scheme estate's median price per m² by quarter (39 estates, since 1998), and the Land Registry's monthly deals, value and average deal by its 10 districts (30 series, since 2021).

  • Local z per period: the value against the periods before it (36 months for RVD, 24 for the Land Registry, 12 quarters for TPS), significant at |z| >= 1.96.
  • Pattern per series: Esri's emerging hot spot categories (new, consecutive, intensifying, persistent, diminishing, sporadic, oscillating, historical; hot or cold) applied to those periods: each place against its own past.
  • Trend: Mann-Kendall test over the whole series and the recent window.
  • Clusters: series grouped by the shape of their change on a year before (k-means, k = 4).
  • Hot spots across places (gi_z, hotspot): Getis-Ord Gi* each period across the 39 TPS estates (8 nearest), the 10 Land Registry districts and the 7 RVD office areas (3 nearest). Results from fewer than 30 places are marked weak: read them as descriptive.
  • Land Registry districts have no published shapes: they are drawn on RVD's district shapes, and Tsuen Wan is drawn as Tsuen Wan + Kwai Tsing, our assumption.

The latest periods are often provisional (RVD remark P) or partial (a quarter in progress). Code and method: spacetime.py.

import duckdb
duckdb.sql("""SELECT period_start, series, value FROM 'hf://datasets/alreadyopen/hk-property/rvd.parquet'
              WHERE "table" = '1.2M' AND series LIKE 'Class A%' ORDER BY period_start DESC LIMIT 6""")

For web maps, spacetime-map.json (RVD), spacetime-tps.json, spacetime-lr.json and areas.geojson are in the bucket alreadyopen/hk-property. A copy is mirrored to Kaggle after every bake.

Source and terms

Data from the Government of the Hong Kong SAR: the Rating and Valuation Department (property market statistics), the Housing Authority (TPS sale transactions) and the Land Registry (monthly statistics), via DATA.GOV.HK, used under the DATA.GOV.HK Terms and Conditions. The area shapes (areas.parquet, areas.geojson) come from RVD's layers on the CSDI Portal, under the CSDI Terms of Use. The Government owns the intellectual property rights in the data. This dataset is derived from it, provided as is with no warranty, and not endorsed by the Government. The analysis is ours, not the departments'.

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