Download monthly UK property transaction counts
Source:R/hmrc_property_transactions.R
hmrc_property_transactions.RdDownloads and tidies the HMRC Monthly Property Transactions bulletin, which counts residential and non-residential property transactions (SDLT returns, LBTT in Scotland, LTT in Wales) for England, Scotland, Wales, Northern Ireland, and the UK total. Data runs from April 2005 to the most recent completed month.
Usage
hmrc_property_transactions(
type = c("all", "residential", "non_residential"),
nation = NULL,
start = NULL,
end = NULL,
cache = TRUE
)Arguments
- type
Character. One of
"all"(default),"residential", or"non_residential".- nation
Character vector or
NULL(default = all nations). Valid values:"uk","england","scotland","wales","northern_ireland".- start
Character
"YYYY-MM"or aDateobject.- end
Character
"YYYY-MM"or aDateobject.- cache
Logical. Use cached file if available (default
TRUE).
Examples
# \donttest{
op <- options(hmrc.cache_dir = tempdir())
hmrc_property_transactions()
#> ℹ Resolving download URL from GOV.UK Content API
#> ✔ Resolving download URL from GOV.UK Content API [721ms]
#>
#> ℹ Downloading data file
#> ✔ Downloading data file [923ms]
#>
#> ℹ Parsing data
#> New names:
#> • `` -> `...1`
#> • `` -> `...2`
#> • `` -> `...3`
#> • `` -> `...4`
#> • `` -> `...5`
#> • `` -> `...6`
#> • `` -> `...7`
#> New names:
#> • `` -> `...1`
#> • `` -> `...2`
#> • `` -> `...3`
#> • `` -> `...4`
#> • `` -> `...5`
#> • `` -> `...6`
#> • `` -> `...7`
#> ✔ Parsing data [191ms]
#>
#> # Monthly UK property transactions
#> # Source: https://www.gov.uk/government/statistics/monthly-property-transactions-completed-in-the-uk-with-value-40000-or-above
#> # Fetched 2026-04-26 13:15:53 UTC | Vintage: latest | Cells: counts | Freq: monthly | 2,510 rows x 4 cols
#>
#> date nation type transactions
#> 1 2005-04-01 england non_residential 9200
#> 2 2005-05-01 england non_residential 8620
#> 3 2005-06-01 england non_residential 9960
#> 4 2005-07-01 england non_residential 10120
#> 5 2005-08-01 england non_residential 9100
#> 6 2005-09-01 england non_residential 9410
#> 7 2005-10-01 england non_residential 8710
#> 8 2005-11-01 england non_residential 9400
#> 9 2005-12-01 england non_residential 9720
#> 10 2006-01-01 england non_residential 8610
#> 11 2006-02-01 england non_residential 7870
#> 12 2006-03-01 england non_residential 11980
#> 13 2006-04-01 england non_residential 9270
#> 14 2006-05-01 england non_residential 8660
#> 15 2006-06-01 england non_residential 10190
#> 16 2006-07-01 england non_residential 8720
#> 17 2006-08-01 england non_residential 9030
#> 18 2006-09-01 england non_residential 9500
#> 19 2006-10-01 england non_residential 9420
#> 20 2006-11-01 england non_residential 9770
#> 21 2006-12-01 england non_residential 10000
#> 22 2007-01-01 england non_residential 9020
#> 23 2007-02-01 england non_residential 8110
#> 24 2007-03-01 england non_residential 11620
#> 25 2007-04-01 england non_residential 9220
#> 26 2007-05-01 england non_residential 9110
#> 27 2007-06-01 england non_residential 10160
#> 28 2007-07-01 england non_residential 9840
#> 29 2007-08-01 england non_residential 9860
#> 30 2007-09-01 england non_residential 8940
#> 31 2007-10-01 england non_residential 10040
#> 32 2007-11-01 england non_residential 10270
#> 33 2007-12-01 england non_residential 9100
#> 34 2008-01-01 england non_residential 8910
#> 35 2008-02-01 england non_residential 8640
#> 36 2008-03-01 england non_residential 10480
#> 37 2008-04-01 england non_residential 11460
#> 38 2008-05-01 england non_residential 8030
#> 39 2008-06-01 england non_residential 8070
#> 40 2008-07-01 england non_residential 8090
#> 41 2008-08-01 england non_residential 6810
#> 42 2008-09-01 england non_residential 7960
#> 43 2008-10-01 england non_residential 7360
#> 44 2008-11-01 england non_residential 5690
#> 45 2008-12-01 england non_residential 6430
#> 46 2009-01-01 england non_residential 5100
#> 47 2009-02-01 england non_residential 4790
#> 48 2009-03-01 england non_residential 6960
#> 49 2009-04-01 england non_residential 5650
#> 50 2009-05-01 england non_residential 5120
#> 51 2009-06-01 england non_residential 6380
#> 52 2009-07-01 england non_residential 6730
#> 53 2009-08-01 england non_residential 5870
#> 54 2009-09-01 england non_residential 6760
#> 55 2009-10-01 england non_residential 6920
#> 56 2009-11-01 england non_residential 6720
#> 57 2009-12-01 england non_residential 7610
#> 58 2010-01-01 england non_residential 5670
#> 59 2010-02-01 england non_residential 6070
#> 60 2010-03-01 england non_residential 8690
#> 61 2010-04-01 england non_residential 7050
#> 62 2010-05-01 england non_residential 6260
#> 63 2010-06-01 england non_residential 8360
#> 64 2010-07-01 england non_residential 7410
#> 65 2010-08-01 england non_residential 6540
#> 66 2010-09-01 england non_residential 7190
#> 67 2010-10-01 england non_residential 7050
#> 68 2010-11-01 england non_residential 7340
#> 69 2010-12-01 england non_residential 7230
#> 70 2011-01-01 england non_residential 5730
#> 71 2011-02-01 england non_residential 5860
#> 72 2011-03-01 england non_residential 8090
#> 73 2011-04-01 england non_residential 6640
#> 74 2011-05-01 england non_residential 6310
#> 75 2011-06-01 england non_residential 7140
#> 76 2011-07-01 england non_residential 6870
#> 77 2011-08-01 england non_residential 6930
#> 78 2011-09-01 england non_residential 7760
#> 79 2011-10-01 england non_residential 6890
#> 80 2011-11-01 england non_residential 7290
#> 81 2011-12-01 england non_residential 7670
#> 82 2012-01-01 england non_residential 6370
#> 83 2012-02-01 england non_residential 5920
#> 84 2012-03-01 england non_residential 8310
#> 85 2012-04-01 england non_residential 6910
#> 86 2012-05-01 england non_residential 6880
#> 87 2012-06-01 england non_residential 6720
#> 88 2012-07-01 england non_residential 7040
#> 89 2012-08-01 england non_residential 6910
#> 90 2012-09-01 england non_residential 6640
#> 91 2012-10-01 england non_residential 7190
#> 92 2012-11-01 england non_residential 7620
#> 93 2012-12-01 england non_residential 7130
#> 94 2013-01-01 england non_residential 6380
#> 95 2013-02-01 england non_residential 5910
#> 96 2013-03-01 england non_residential 8610
#> 97 2013-04-01 england non_residential 7080
#> 98 2013-05-01 england non_residential 7170
#> 99 2013-06-01 england non_residential 6900
#> 100 2013-07-01 england non_residential 7750
#> 101 2013-08-01 england non_residential 7360
#> 102 2013-09-01 england non_residential 7430
#> 103 2013-10-01 england non_residential 7960
#> 104 2013-11-01 england non_residential 8410
#> 105 2013-12-01 england non_residential 8390
#> 106 2014-01-01 england non_residential 7100
#> 107 2014-02-01 england non_residential 6590
#> 108 2014-03-01 england non_residential 8690
#> 109 2014-04-01 england non_residential 7860
#> 110 2014-05-01 england non_residential 7380
#> 111 2014-06-01 england non_residential 8110
#> 112 2014-07-01 england non_residential 8310
#> 113 2014-08-01 england non_residential 7670
#> 114 2014-09-01 england non_residential 8520
#> 115 2014-10-01 england non_residential 8830
#> 116 2014-11-01 england non_residential 7740
#> 117 2014-12-01 england non_residential 9050
#> 118 2015-01-01 england non_residential 7310
#> 119 2015-02-01 england non_residential 7070
#> 120 2015-03-01 england non_residential 9210
#> 121 2015-04-01 england non_residential 8150
#> 122 2015-05-01 england non_residential 7670
#> 123 2015-06-01 england non_residential 8990
#> 124 2015-07-01 england non_residential 9160
#> 125 2015-08-01 england non_residential 7700
#> 126 2015-09-01 england non_residential 9240
#> 127 2015-10-01 england non_residential 9310
#> 128 2015-11-01 england non_residential 8410
#> 129 2015-12-01 england non_residential 9480
#> 130 2016-01-01 england non_residential 7440
#> 131 2016-02-01 england non_residential 7720
#> 132 2016-03-01 england non_residential 10310
#> 133 2016-04-01 england non_residential 9060
#> 134 2016-05-01 england non_residential 8170
#> 135 2016-06-01 england non_residential 9800
#> 136 2016-07-01 england non_residential 8850
#> 137 2016-08-01 england non_residential 8840
#> 138 2016-09-01 england non_residential 9810
#> 139 2016-10-01 england non_residential 8650
#> 140 2016-11-01 england non_residential 9680
#> 141 2016-12-01 england non_residential 10040
#> 142 2017-01-01 england non_residential 8270
#> 143 2017-02-01 england non_residential 8040
#> 144 2017-03-01 england non_residential 11520
#> 145 2017-04-01 england non_residential 8390
#> 146 2017-05-01 england non_residential 8790
#> 147 2017-06-01 england non_residential 9740
#> 148 2017-07-01 england non_residential 9070
#> 149 2017-08-01 england non_residential 8890
#> 150 2017-09-01 england non_residential 9120
#> 151 2017-10-01 england non_residential 9380
#> 152 2017-11-01 england non_residential 9790
#> 153 2017-12-01 england non_residential 9870
#> 154 2018-01-01 england non_residential 8150
#> 155 2018-02-01 england non_residential 7680
#> 156 2018-03-01 england non_residential 10270
#> 157 2018-04-01 england non_residential 8720
#> 158 2018-05-01 england non_residential 8680
#> 159 2018-06-01 england non_residential 9160
#> 160 2018-07-01 england non_residential 8900
#> 161 2018-08-01 england non_residential 9070
#> 162 2018-09-01 england non_residential 8750
#> 163 2018-10-01 england non_residential 9710
#> 164 2018-11-01 england non_residential 9950
#> 165 2018-12-01 england non_residential 9310
#> 166 2019-01-01 england non_residential 7840
#> 167 2019-02-01 england non_residential 7580
#> 168 2019-03-01 england non_residential 9770
#> 169 2019-04-01 england non_residential 8780
#> 170 2019-05-01 england non_residential 8520
#> 171 2019-06-01 england non_residential 8540
#> 172 2019-07-01 england non_residential 9010
#> 173 2019-08-01 england non_residential 8190
#> 174 2019-09-01 england non_residential 8320
#> 175 2019-10-01 england non_residential 9020
#> 176 2019-11-01 england non_residential 8590
#> 177 2019-12-01 england non_residential 9480
#> 178 2020-01-01 england non_residential 7690
#> 179 2020-02-01 england non_residential 7200
#> 180 2020-03-01 england non_residential 7530
#> 181 2020-04-01 england non_residential 4650
#> 182 2020-05-01 england non_residential 4590
#> 183 2020-06-01 england non_residential 6250
#> 184 2020-07-01 england non_residential 7270
#> 185 2020-08-01 england non_residential 6200
#> 186 2020-09-01 england non_residential 7710
#> 187 2020-10-01 england non_residential 8250
#> 188 2020-11-01 england non_residential 7940
#> 189 2020-12-01 england non_residential 9330
#> 190 2021-01-01 england non_residential 6450
#> 191 2021-02-01 england non_residential 7620
#> 192 2021-03-01 england non_residential 11160
#> 193 2021-04-01 england non_residential 9170
#> 194 2021-05-01 england non_residential 7970
#> 195 2021-06-01 england non_residential 10100
#> 196 2021-07-01 england non_residential 8490
#> 197 2021-08-01 england non_residential 8000
#> 198 2021-09-01 england non_residential 9190
#> 199 2021-10-01 england non_residential 8940
#> 200 2021-11-01 england non_residential 9090
#> 201 2021-12-01 england non_residential 9710
#> 202 2022-01-01 england non_residential 7400
#> 203 2022-02-01 england non_residential 7960
#> 204 2022-03-01 england non_residential 10430
#> 205 2022-04-01 england non_residential 9170
#> 206 2022-05-01 england non_residential 8820
#> 207 2022-06-01 england non_residential 8980
#> 208 2022-07-01 england non_residential 8920
#> 209 2022-08-01 england non_residential 8620
#> 210 2022-09-01 england non_residential 9250
#> 211 2022-10-01 england non_residential 8390
#> 212 2022-11-01 england non_residential 8920
#> 213 2022-12-01 england non_residential 9080
#> 214 2023-01-01 england non_residential 7180
#> 215 2023-02-01 england non_residential 7160
#> 216 2023-03-01 england non_residential 11080
#> 217 2023-04-01 england non_residential 7790
#> 218 2023-05-01 england non_residential 7860
#> 219 2023-06-01 england non_residential 8970
#> 220 2023-07-01 england non_residential 8090
#> 221 2023-08-01 england non_residential 8360
#> 222 2023-09-01 england non_residential 8740
#> 223 2023-10-01 england non_residential 8750
#> 224 2023-11-01 england non_residential 8800
#> 225 2023-12-01 england non_residential 9220
#> 226 2024-01-01 england non_residential 7570
#> 227 2024-02-01 england non_residential 7700
#> 228 2024-03-01 england non_residential 9540
#> 229 2024-04-01 england non_residential 9010
#> 230 2024-05-01 england non_residential 8940
#> 231 2024-06-01 england non_residential 8170
#> 232 2024-07-01 england non_residential 9110
#> 233 2024-08-01 england non_residential 8200
#> 234 2024-09-01 england non_residential 8780
#> 235 2024-10-01 england non_residential 13040
#> 236 2024-11-01 england non_residential 8560
#> 237 2024-12-01 england non_residential 9160
#> 238 2025-01-01 england non_residential 7390
#> 239 2025-02-01 england non_residential 7590
#> 240 2025-03-01 england non_residential 10520
#> 241 2025-04-01 england non_residential 8360
#> 242 2025-05-01 england non_residential 8200
#> 243 2025-06-01 england non_residential 9130
#> 244 2025-07-01 england non_residential 9280
#> 245 2025-08-01 england non_residential 8100
#> 246 2025-09-01 england non_residential 9020
#> 247 2025-10-01 england non_residential 9930
#> 248 2025-11-01 england non_residential 9840
#> 249 2025-12-01 england non_residential 10240
#> 250 2026-01-01 england non_residential 7310
#> 251 2026-02-01 england non_residential 7620
#> 252 2005-04-01 northern_ireland non_residential 410
#> 253 2005-05-01 northern_ireland non_residential 470
#> 254 2005-06-01 northern_ireland non_residential 470
#> 255 2005-07-01 northern_ireland non_residential 450
#> 256 2005-08-01 northern_ireland non_residential 360
#> 257 2005-09-01 northern_ireland non_residential 420
#> 258 2005-10-01 northern_ireland non_residential 410
#> 259 2005-11-01 northern_ireland non_residential 440
#> 260 2005-12-01 northern_ireland non_residential 430
#> 261 2006-01-01 northern_ireland non_residential 350
#> 262 2006-02-01 northern_ireland non_residential 350
#> 263 2006-03-01 northern_ireland non_residential 500
#> 264 2006-04-01 northern_ireland non_residential 460
#> 265 2006-05-01 northern_ireland non_residential 460
#> 266 2006-06-01 northern_ireland non_residential 470
#> 267 2006-07-01 northern_ireland non_residential 370
#> 268 2006-08-01 northern_ireland non_residential 370
#> 269 2006-09-01 northern_ireland non_residential 410
#> 270 2006-10-01 northern_ireland non_residential 450
#> 271 2006-11-01 northern_ireland non_residential 490
#> 272 2006-12-01 northern_ireland non_residential 520
#> 273 2007-01-01 northern_ireland non_residential 380
#> 274 2007-02-01 northern_ireland non_residential 420
#> 275 2007-03-01 northern_ireland non_residential 540
#> 276 2007-04-01 northern_ireland non_residential 480
#> 277 2007-05-01 northern_ireland non_residential 490
#> 278 2007-06-01 northern_ireland non_residential 480
#> 279 2007-07-01 northern_ireland non_residential 430
#> 280 2007-08-01 northern_ireland non_residential 420
#> 281 2007-09-01 northern_ireland non_residential 340
#> 282 2007-10-01 northern_ireland non_residential 410
#> 283 2007-11-01 northern_ireland non_residential 340
#> 284 2007-12-01 northern_ireland non_residential 280
#> 285 2008-01-01 northern_ireland non_residential 320
#> 286 2008-02-01 northern_ireland non_residential 290
#> 287 2008-03-01 northern_ireland non_residential 330
#> 288 2008-04-01 northern_ireland non_residential 450
#> 289 2008-05-01 northern_ireland non_residential 270
#> 290 2008-06-01 northern_ireland non_residential 280
#> 291 2008-07-01 northern_ireland non_residential 240
#> 292 2008-08-01 northern_ireland non_residential 190
#> 293 2008-09-01 northern_ireland non_residential 190
#> 294 2008-10-01 northern_ireland non_residential 200
#> 295 2008-11-01 northern_ireland non_residential 180
#> 296 2008-12-01 northern_ireland non_residential 160
#> 297 2009-01-01 northern_ireland non_residential 140
#> 298 2009-02-01 northern_ireland non_residential 120
#> 299 2009-03-01 northern_ireland non_residential 180
#> 300 2009-04-01 northern_ireland non_residential 140
#> 301 2009-05-01 northern_ireland non_residential 150
#> 302 2009-06-01 northern_ireland non_residential 160
#> 303 2009-07-01 northern_ireland non_residential 160
#> 304 2009-08-01 northern_ireland non_residential 120
#> 305 2009-09-01 northern_ireland non_residential 200
#> 306 2009-10-01 northern_ireland non_residential 180
#> 307 2009-11-01 northern_ireland non_residential 160
#> 308 2009-12-01 northern_ireland non_residential 170
#> 309 2010-01-01 northern_ireland non_residential 150
#> 310 2010-02-01 northern_ireland non_residential 150
#> 311 2010-03-01 northern_ireland non_residential 210
#> 312 2010-04-01 northern_ireland non_residential 190
#> 313 2010-05-01 northern_ireland non_residential 170
#> 314 2010-06-01 northern_ireland non_residential 190
#> 315 2010-07-01 northern_ireland non_residential 160
#> 316 2010-08-01 northern_ireland non_residential 160
#> 317 2010-09-01 northern_ireland non_residential 150
#> 318 2010-10-01 northern_ireland non_residential 170
#> 319 2010-11-01 northern_ireland non_residential 190
#> 320 2010-12-01 northern_ireland non_residential 190
#> 321 2011-01-01 northern_ireland non_residential 120
#> 322 2011-02-01 northern_ireland non_residential 180
#> 323 2011-03-01 northern_ireland non_residential 170
#> 324 2011-04-01 northern_ireland non_residential 160
#> 325 2011-05-01 northern_ireland non_residential 160
#> 326 2011-06-01 northern_ireland non_residential 160
#> 327 2011-07-01 northern_ireland non_residential 150
#> 328 2011-08-01 northern_ireland non_residential 140
#> 329 2011-09-01 northern_ireland non_residential 190
#> 330 2011-10-01 northern_ireland non_residential 150
#> 331 2011-11-01 northern_ireland non_residential 160
#> 332 2011-12-01 northern_ireland non_residential 190
#> 333 2012-01-01 northern_ireland non_residential 150
#> 334 2012-02-01 northern_ireland non_residential 170
#> 335 2012-03-01 northern_ireland non_residential 200
#> 336 2012-04-01 northern_ireland non_residential 160
#> 337 2012-05-01 northern_ireland non_residential 210
#> 338 2012-06-01 northern_ireland non_residential 190
#> 339 2012-07-01 northern_ireland non_residential 180
#> 340 2012-08-01 northern_ireland non_residential 170
#> 341 2012-09-01 northern_ireland non_residential 190
#> 342 2012-10-01 northern_ireland non_residential 190
#> 343 2012-11-01 northern_ireland non_residential 170
#> 344 2012-12-01 northern_ireland non_residential 170
#> 345 2013-01-01 northern_ireland non_residential 170
#> 346 2013-02-01 northern_ireland non_residential 180
#> 347 2013-03-01 northern_ireland non_residential 200
#> 348 2013-04-01 northern_ireland non_residential 230
#> 349 2013-05-01 northern_ireland non_residential 240
#> 350 2013-06-01 northern_ireland non_residential 200
#> 351 2013-07-01 northern_ireland non_residential 220
#> 352 2013-08-01 northern_ireland non_residential 190
#> 353 2013-09-01 northern_ireland non_residential 190
#> 354 2013-10-01 northern_ireland non_residential 200
#> 355 2013-11-01 northern_ireland non_residential 240
#> 356 2013-12-01 northern_ireland non_residential 230
#> 357 2014-01-01 northern_ireland non_residential 240
#> 358 2014-02-01 northern_ireland non_residential 170
#> 359 2014-03-01 northern_ireland non_residential 240
#> 360 2014-04-01 northern_ireland non_residential 260
#> 361 2014-05-01 northern_ireland non_residential 250
#> 362 2014-06-01 northern_ireland non_residential 240
#> 363 2014-07-01 northern_ireland non_residential 200
#> 364 2014-08-01 northern_ireland non_residential 230
#> 365 2014-09-01 northern_ireland non_residential 210
#> 366 2014-10-01 northern_ireland non_residential 290
#> 367 2014-11-01 northern_ireland non_residential 240
#> 368 2014-12-01 northern_ireland non_residential 280
#> 369 2015-01-01 northern_ireland non_residential 190
#> 370 2015-02-01 northern_ireland non_residential 250
#> 371 2015-03-01 northern_ireland non_residential 250
#> 372 2015-04-01 northern_ireland non_residential 290
#> 373 2015-05-01 northern_ireland non_residential 310
#> 374 2015-06-01 northern_ireland non_residential 320
#> 375 2015-07-01 northern_ireland non_residential 310
#> 376 2015-08-01 northern_ireland non_residential 210
#> 377 2015-09-01 northern_ireland non_residential 310
#> 378 2015-10-01 northern_ireland non_residential 260
#> 379 2015-11-01 northern_ireland non_residential 250
#> 380 2015-12-01 northern_ireland non_residential 360
#> 381 2016-01-01 northern_ireland non_residential 220
#> 382 2016-02-01 northern_ireland non_residential 240
#> 383 2016-03-01 northern_ireland non_residential 320
#> 384 2016-04-01 northern_ireland non_residential 330
#> 385 2016-05-01 northern_ireland non_residential 340
#> 386 2016-06-01 northern_ireland non_residential 310
#> 387 2016-07-01 northern_ireland non_residential 250
#> 388 2016-08-01 northern_ireland non_residential 310
#> 389 2016-09-01 northern_ireland non_residential 280
#> 390 2016-10-01 northern_ireland non_residential 330
#> 391 2016-11-01 northern_ireland non_residential 380
#> 392 2016-12-01 northern_ireland non_residential 340
#> 393 2017-01-01 northern_ireland non_residential 260
#> 394 2017-02-01 northern_ireland non_residential 260
#> 395 2017-03-01 northern_ireland non_residential 330
#> 396 2017-04-01 northern_ireland non_residential 260
#> 397 2017-05-01 northern_ireland non_residential 280
#> 398 2017-06-01 northern_ireland non_residential 320
#> 399 2017-07-01 northern_ireland non_residential 230
#> 400 2017-08-01 northern_ireland non_residential 250
#> 401 2017-09-01 northern_ireland non_residential 310
#> 402 2017-10-01 northern_ireland non_residential 310
#> 403 2017-11-01 northern_ireland non_residential 310
#> 404 2017-12-01 northern_ireland non_residential 300
#> 405 2018-01-01 northern_ireland non_residential 270
#> 406 2018-02-01 northern_ireland non_residential 250
#> 407 2018-03-01 northern_ireland non_residential 280
#> 408 2018-04-01 northern_ireland non_residential 280
#> 409 2018-05-01 northern_ireland non_residential 280
#> 410 2018-06-01 northern_ireland non_residential 280
#> 411 2018-07-01 northern_ireland non_residential 230
#> 412 2018-08-01 northern_ireland non_residential 300
#> 413 2018-09-01 northern_ireland non_residential 280
#> 414 2018-10-01 northern_ireland non_residential 280
#> 415 2018-11-01 northern_ireland non_residential 290
#> 416 2018-12-01 northern_ireland non_residential 330
#> 417 2019-01-01 northern_ireland non_residential 230
#> 418 2019-02-01 northern_ireland non_residential 260
#> 419 2019-03-01 northern_ireland non_residential 380
#> 420 2019-04-01 northern_ireland non_residential 340
#> 421 2019-05-01 northern_ireland non_residential 290
#> 422 2019-06-01 northern_ireland non_residential 270
#> 423 2019-07-01 northern_ireland non_residential 270
#> 424 2019-08-01 northern_ireland non_residential 250
#> 425 2019-09-01 northern_ireland non_residential 270
#> 426 2019-10-01 northern_ireland non_residential 280
#> 427 2019-11-01 northern_ireland non_residential 280
#> 428 2019-12-01 northern_ireland non_residential 270
#> 429 2020-01-01 northern_ireland non_residential 220
#> 430 2020-02-01 northern_ireland non_residential 210
#> 431 2020-03-01 northern_ireland non_residential 280
#> 432 2020-04-01 northern_ireland non_residential 130
#> 433 2020-05-01 northern_ireland non_residential 100
#> 434 2020-06-01 northern_ireland non_residential 160
#> 435 2020-07-01 northern_ireland non_residential 210
#> 436 2020-08-01 northern_ireland non_residential 190
#> 437 2020-09-01 northern_ireland non_residential 220
#> 438 2020-10-01 northern_ireland non_residential 260
#> 439 2020-11-01 northern_ireland non_residential 330
#> 440 2020-12-01 northern_ireland non_residential 320
#> 441 2021-01-01 northern_ireland non_residential 200
#> 442 2021-02-01 northern_ireland non_residential 260
#> 443 2021-03-01 northern_ireland non_residential 410
#> 444 2021-04-01 northern_ireland non_residential 350
#> 445 2021-05-01 northern_ireland non_residential 250
#> 446 2021-06-01 northern_ireland non_residential 340
#> 447 2021-07-01 northern_ireland non_residential 310
#> 448 2021-08-01 northern_ireland non_residential 260
#> 449 2021-09-01 northern_ireland non_residential 300
#> 450 2021-10-01 northern_ireland non_residential 300
#> 451 2021-11-01 northern_ireland non_residential 320
#> 452 2021-12-01 northern_ireland non_residential 360
#> 453 2022-01-01 northern_ireland non_residential 230
#> 454 2022-02-01 northern_ireland non_residential 270
#> 455 2022-03-01 northern_ireland non_residential 310
#> 456 2022-04-01 northern_ireland non_residential 320
#> 457 2022-05-01 northern_ireland non_residential 290
#> 458 2022-06-01 northern_ireland non_residential 290
#> 459 2022-07-01 northern_ireland non_residential 260
#> 460 2022-08-01 northern_ireland non_residential 240
#> 461 2022-09-01 northern_ireland non_residential 270
#> 462 2022-10-01 northern_ireland non_residential 290
#> 463 2022-11-01 northern_ireland non_residential 300
#> 464 2022-12-01 northern_ireland non_residential 360
#> 465 2023-01-01 northern_ireland non_residential 230
#> 466 2023-02-01 northern_ireland non_residential 260
#> 467 2023-03-01 northern_ireland non_residential 460
#> 468 2023-04-01 northern_ireland non_residential 300
#> 469 2023-05-01 northern_ireland non_residential 300
#> 470 2023-06-01 northern_ireland non_residential 290
#> 471 2023-07-01 northern_ireland non_residential 190
#> 472 2023-08-01 northern_ireland non_residential 240
#> 473 2023-09-01 northern_ireland non_residential 300
#> 474 2023-10-01 northern_ireland non_residential 300
#> 475 2023-11-01 northern_ireland non_residential 300
#> 476 2023-12-01 northern_ireland non_residential 270
#> 477 2024-01-01 northern_ireland non_residential 220
#> 478 2024-02-01 northern_ireland non_residential 250
#> 479 2024-03-01 northern_ireland non_residential 360
#> 480 2024-04-01 northern_ireland non_residential 300
#> 481 2024-05-01 northern_ireland non_residential 300
#> 482 2024-06-01 northern_ireland non_residential 250
#> 483 2024-07-01 northern_ireland non_residential 230
#> 484 2024-08-01 northern_ireland non_residential 240
#> 485 2024-09-01 northern_ireland non_residential 330
#> 486 2024-10-01 northern_ireland non_residential 440
#> 487 2024-11-01 northern_ireland non_residential 270
#> 488 2024-12-01 northern_ireland non_residential 280
#> 489 2025-01-01 northern_ireland non_residential 240
#> 490 2025-02-01 northern_ireland non_residential 280
#> 491 2025-03-01 northern_ireland non_residential 370
#> 492 2025-04-01 northern_ireland non_residential 270
#> 493 2025-05-01 northern_ireland non_residential 330
#> 494 2025-06-01 northern_ireland non_residential 260
#> 495 2025-07-01 northern_ireland non_residential 270
#> 496 2025-08-01 northern_ireland non_residential 250
#> 497 2025-09-01 northern_ireland non_residential 260
#> 498 2025-10-01 northern_ireland non_residential 310
#> 499 2025-11-01 northern_ireland non_residential 350
#> 500 2025-12-01 northern_ireland non_residential 320
#> 501 2026-01-01 northern_ireland non_residential 250
#> 502 2026-02-01 northern_ireland non_residential 240
#> 503 2005-04-01 scotland non_residential 800
#> 504 2005-05-01 scotland non_residential 810
#> 505 2005-06-01 scotland non_residential 790
#> 506 2005-07-01 scotland non_residential 880
#> 507 2005-08-01 scotland non_residential 770
#> 508 2005-09-01 scotland non_residential 800
#> 509 2005-10-01 scotland non_residential 770
#> 510 2005-11-01 scotland non_residential 900
#> 511 2005-12-01 scotland non_residential 920
#> 512 2006-01-01 scotland non_residential 780
#> 513 2006-02-01 scotland non_residential 750
#> 514 2006-03-01 scotland non_residential 1220
#> 515 2006-04-01 scotland non_residential 860
#> 516 2006-05-01 scotland non_residential 820
#> 517 2006-06-01 scotland non_residential 900
#> 518 2006-07-01 scotland non_residential 760
#> 519 2006-08-01 scotland non_residential 930
#> 520 2006-09-01 scotland non_residential 840
#> 521 2006-10-01 scotland non_residential 1010
#> 522 2006-11-01 scotland non_residential 1020
#> 523 2006-12-01 scotland non_residential 990
#> 524 2007-01-01 scotland non_residential 870
#> 525 2007-02-01 scotland non_residential 860
#> 526 2007-03-01 scotland non_residential 1270
#> 527 2007-04-01 scotland non_residential 1020
#> 528 2007-05-01 scotland non_residential 1060
#> 529 2007-06-01 scotland non_residential 1100
#> 530 2007-07-01 scotland non_residential 920
#> 531 2007-08-01 scotland non_residential 1060
#> 532 2007-09-01 scotland non_residential 950
#> 533 2007-10-01 scotland non_residential 1040
#> 534 2007-11-01 scotland non_residential 1190
#> 535 2007-12-01 scotland non_residential 960
#> 536 2008-01-01 scotland non_residential 870
#> 537 2008-02-01 scotland non_residential 940
#> 538 2008-03-01 scotland non_residential 1210
#> 539 2008-04-01 scotland non_residential 1220
#> 540 2008-05-01 scotland non_residential 950
#> 541 2008-06-01 scotland non_residential 920
#> 542 2008-07-01 scotland non_residential 770
#> 543 2008-08-01 scotland non_residential 710
#> 544 2008-09-01 scotland non_residential 810
#> 545 2008-10-01 scotland non_residential 810
#> 546 2008-11-01 scotland non_residential 660
#> 547 2008-12-01 scotland non_residential 690
#> 548 2009-01-01 scotland non_residential 590
#> 549 2009-02-01 scotland non_residential 540
#> 550 2009-03-01 scotland non_residential 760
#> 551 2009-04-01 scotland non_residential 600
#> 552 2009-05-01 scotland non_residential 640
#> 553 2009-06-01 scotland non_residential 660
#> 554 2009-07-01 scotland non_residential 600
#> 555 2009-08-01 scotland non_residential 590
#> 556 2009-09-01 scotland non_residential 710
#> 557 2009-10-01 scotland non_residential 680
#> 558 2009-11-01 scotland non_residential 720
#> 559 2009-12-01 scotland non_residential 690
#> 560 2010-01-01 scotland non_residential 530
#> 561 2010-02-01 scotland non_residential 560
#> 562 2010-03-01 scotland non_residential 830
#> 563 2010-04-01 scotland non_residential 720
#> 564 2010-05-01 scotland non_residential 710
#> 565 2010-06-01 scotland non_residential 820
#> 566 2010-07-01 scotland non_residential 750
#> 567 2010-08-01 scotland non_residential 670
#> 568 2010-09-01 scotland non_residential 680
#> 569 2010-10-01 scotland non_residential 740
#> 570 2010-11-01 scotland non_residential 690
#> 571 2010-12-01 scotland non_residential 660
#> 572 2011-01-01 scotland non_residential 510
#> 573 2011-02-01 scotland non_residential 600
#> 574 2011-03-01 scotland non_residential 820
#> 575 2011-04-01 scotland non_residential 620
#> 576 2011-05-01 scotland non_residential 670
#> 577 2011-06-01 scotland non_residential 690
#> 578 2011-07-01 scotland non_residential 640
#> 579 2011-08-01 scotland non_residential 680
#> 580 2011-09-01 scotland non_residential 720
#> 581 2011-10-01 scotland non_residential 650
#> 582 2011-11-01 scotland non_residential 720
#> 583 2011-12-01 scotland non_residential 660
#> 584 2012-01-01 scotland non_residential 590
#> 585 2012-02-01 scotland non_residential 600
#> 586 2012-03-01 scotland non_residential 770
#> 587 2012-04-01 scotland non_residential 620
#> 588 2012-05-01 scotland non_residential 790
#> 589 2012-06-01 scotland non_residential 620
#> 590 2012-07-01 scotland non_residential 650
#> 591 2012-08-01 scotland non_residential 680
#> 592 2012-09-01 scotland non_residential 630
#> 593 2012-10-01 scotland non_residential 710
#> 594 2012-11-01 scotland non_residential 750
#> 595 2012-12-01 scotland non_residential 640
#> 596 2013-01-01 scotland non_residential 550
#> 597 2013-02-01 scotland non_residential 590
#> 598 2013-03-01 scotland non_residential 820
#> 599 2013-04-01 scotland non_residential 690
#> 600 2013-05-01 scotland non_residential 750
#> 601 2013-06-01 scotland non_residential 630
#> 602 2013-07-01 scotland non_residential 720
#> 603 2013-08-01 scotland non_residential 710
#> 604 2013-09-01 scotland non_residential 700
#> 605 2013-10-01 scotland non_residential 730
#> 606 2013-11-01 scotland non_residential 850
#> 607 2013-12-01 scotland non_residential 790
#> 608 2014-01-01 scotland non_residential 690
#> 609 2014-02-01 scotland non_residential 700
#> 610 2014-03-01 scotland non_residential 810
#> 611 2014-04-01 scotland non_residential 730
#> 612 2014-05-01 scotland non_residential 760
#> 613 2014-06-01 scotland non_residential 800
#> 614 2014-07-01 scotland non_residential 840
#> 615 2014-08-01 scotland non_residential 740
#> 616 2014-09-01 scotland non_residential 860
#> 617 2014-10-01 scotland non_residential 920
#> 618 2014-11-01 scotland non_residential 810
#> 619 2014-12-01 scotland non_residential 830
#> 620 2015-01-01 scotland non_residential 640
#> 621 2015-02-01 scotland non_residential 680
#> 622 2015-03-01 scotland non_residential 1000
#> 623 2015-04-01 scotland non_residential 640
#> 624 2015-05-01 scotland non_residential 570
#> 625 2015-06-01 scotland non_residential 610
#> 626 2015-07-01 scotland non_residential 600
#> 627 2015-08-01 scotland non_residential 590
#> 628 2015-09-01 scotland non_residential 620
#> 629 2015-10-01 scotland non_residential 650
#> 630 2015-11-01 scotland non_residential 670
#> 631 2015-12-01 scotland non_residential 750
#> 632 2016-01-01 scotland non_residential 520
#> 633 2016-02-01 scotland non_residential 510
#> 634 2016-03-01 scotland non_residential 840
#> 635 2016-04-01 scotland non_residential 650
#> 636 2016-05-01 scotland non_residential 610
#> 637 2016-06-01 scotland non_residential 670
#> 638 2016-07-01 scotland non_residential 570
#> 639 2016-08-01 scotland non_residential 600
#> 640 2016-09-01 scotland non_residential 630
#> 641 2016-10-01 scotland non_residential 570
#> 642 2016-11-01 scotland non_residential 700
#> 643 2016-12-01 scotland non_residential 750
#> 644 2017-01-01 scotland non_residential 520
#> 645 2017-02-01 scotland non_residential 570
#> 646 2017-03-01 scotland non_residential 1000
#> 647 2017-04-01 scotland non_residential 670
#> 648 2017-05-01 scotland non_residential 670
#> 649 2017-06-01 scotland non_residential 720
#> 650 2017-07-01 scotland non_residential 590
#> 651 2017-08-01 scotland non_residential 640
#> 652 2017-09-01 scotland non_residential 620
#> 653 2017-10-01 scotland non_residential 690
#> 654 2017-11-01 scotland non_residential 730
#> 655 2017-12-01 scotland non_residential 700
#> 656 2018-01-01 scotland non_residential 540
#> 657 2018-02-01 scotland non_residential 570
#> 658 2018-03-01 scotland non_residential 590
#> 659 2018-04-01 scotland non_residential 670
#> 660 2018-05-01 scotland non_residential 640
#> 661 2018-06-01 scotland non_residential 710
#> 662 2018-07-01 scotland non_residential 670
#> 663 2018-08-01 scotland non_residential 710
#> 664 2018-09-01 scotland non_residential 630
#> 665 2018-10-01 scotland non_residential 690
#> 666 2018-11-01 scotland non_residential 860
#> 667 2018-12-01 scotland non_residential 740
#> 668 2019-01-01 scotland non_residential 600
#> 669 2019-02-01 scotland non_residential 590
#> 670 2019-03-01 scotland non_residential 910
#> 671 2019-04-01 scotland non_residential 720
#> 672 2019-05-01 scotland non_residential 660
#> 673 2019-06-01 scotland non_residential 590
#> 674 2019-07-01 scotland non_residential 650
#> 675 2019-08-01 scotland non_residential 610
#> 676 2019-09-01 scotland non_residential 600
#> 677 2019-10-01 scotland non_residential 660
#> 678 2019-11-01 scotland non_residential 670
#> 679 2019-12-01 scotland non_residential 680
#> 680 2020-01-01 scotland non_residential 550
#> 681 2020-02-01 scotland non_residential 550
#> 682 2020-03-01 scotland non_residential 520
#> 683 2020-04-01 scotland non_residential 280
#> 684 2020-05-01 scotland non_residential 350
#> 685 2020-06-01 scotland non_residential 440
#> 686 2020-07-01 scotland non_residential 520
#> 687 2020-08-01 scotland non_residential 480
#> 688 2020-09-01 scotland non_residential 670
#> 689 2020-10-01 scotland non_residential 660
#> 690 2020-11-01 scotland non_residential 650
#> 691 2020-12-01 scotland non_residential 740
#> 692 2021-01-01 scotland non_residential 420
#> 693 2021-02-01 scotland non_residential 590
#> 694 2021-03-01 scotland non_residential 960
#> 695 2021-04-01 scotland non_residential 730
#> 696 2021-05-01 scotland non_residential 630
#> 697 2021-06-01 scotland non_residential 680
#> 698 2021-07-01 scotland non_residential 660
#> 699 2021-08-01 scotland non_residential 630
#> 700 2021-09-01 scotland non_residential 650
#> 701 2021-10-01 scotland non_residential 680
#> 702 2021-11-01 scotland non_residential 760
#> 703 2021-12-01 scotland non_residential 720
#> 704 2022-01-01 scotland non_residential 500
#> 705 2022-02-01 scotland non_residential 590
#> 706 2022-03-01 scotland non_residential 850
#> 707 2022-04-01 scotland non_residential 750
#> 708 2022-05-01 scotland non_residential 650
#> 709 2022-06-01 scotland non_residential 660
#> 710 2022-07-01 scotland non_residential 620
#> 711 2022-08-01 scotland non_residential 680
#> 712 2022-09-01 scotland non_residential 690
#> 713 2022-10-01 scotland non_residential 620
#> 714 2022-11-01 scotland non_residential 660
#> 715 2022-12-01 scotland non_residential 700
#> 716 2023-01-01 scotland non_residential 500
#> 717 2023-02-01 scotland non_residential 570
#> 718 2023-03-01 scotland non_residential 940
#> 719 2023-04-01 scotland non_residential 600
#> 720 2023-05-01 scotland non_residential 620
#> 721 2023-06-01 scotland non_residential 720
#> 722 2023-07-01 scotland non_residential 570
#> 723 2023-08-01 scotland non_residential 610
#> 724 2023-09-01 scotland non_residential 630
#> 725 2023-10-01 scotland non_residential 620
#> 726 2023-11-01 scotland non_residential 640
#> 727 2023-12-01 scotland non_residential 740
#> 728 2024-01-01 scotland non_residential 460
#> 729 2024-02-01 scotland non_residential 550
#> 730 2024-03-01 scotland non_residential 780
#> 731 2024-04-01 scotland non_residential 680
#> 732 2024-05-01 scotland non_residential 720
#> 733 2024-06-01 scotland non_residential 600
#> 734 2024-07-01 scotland non_residential 640
#> 735 2024-08-01 scotland non_residential 710
#> 736 2024-09-01 scotland non_residential 720
#> 737 2024-10-01 scotland non_residential 1030
#> 738 2024-11-01 scotland non_residential 750
#> 739 2024-12-01 scotland non_residential 680
#> 740 2025-01-01 scotland non_residential 570
#> 741 2025-02-01 scotland non_residential 630
#> 742 2025-03-01 scotland non_residential 860
#> 743 2025-04-01 scotland non_residential 740
#> 744 2025-05-01 scotland non_residential 670
#> 745 2025-06-01 scotland non_residential 640
#> 746 2025-07-01 scotland non_residential 710
#> 747 2025-08-01 scotland non_residential 650
#> 748 2025-09-01 scotland non_residential 720
#> 749 2025-10-01 scotland non_residential 770
#> 750 2025-11-01 scotland non_residential 740
#> 751 2025-12-01 scotland non_residential 750
#> 752 2026-01-01 scotland non_residential 540
#> 753 2026-02-01 scotland non_residential 470
#> 754 2005-04-01 uk non_residential 10920
#> 755 2005-05-01 uk non_residential 10390
#> 756 2005-06-01 uk non_residential 11740
#> 757 2005-07-01 uk non_residential 12000
#> 758 2005-08-01 uk non_residential 10770
#> 759 2005-09-01 uk non_residential 11130
#> 760 2005-10-01 uk non_residential 10380
#> 761 2005-11-01 uk non_residential 11260
#> 762 2005-12-01 uk non_residential 11620
#> 763 2006-01-01 uk non_residential 10190
#> 764 2006-02-01 uk non_residential 9410
#> 765 2006-03-01 uk non_residential 14330
#> 766 2006-04-01 uk non_residential 11120
#> 767 2006-05-01 uk non_residential 10450
#> 768 2006-06-01 uk non_residential 12150
#> 769 2006-07-01 uk non_residential 10360
#> 770 2006-08-01 uk non_residential 10810
#> 771 2006-09-01 uk non_residential 11230
#> 772 2006-10-01 uk non_residential 11470
#> 773 2006-11-01 uk non_residential 11840
#> 774 2006-12-01 uk non_residential 12060
#> 775 2007-01-01 uk non_residential 10790
#> 776 2007-02-01 uk non_residential 9870
#> 777 2007-03-01 uk non_residential 14070
#> 778 2007-04-01 uk non_residential 11250
#> 779 2007-05-01 uk non_residential 11180
#> 780 2007-06-01 uk non_residential 12280
#> 781 2007-07-01 uk non_residential 11720
#> 782 2007-08-01 uk non_residential 11860
#> 783 2007-09-01 uk non_residential 10720
#> 784 2007-10-01 uk non_residential 12090
#> 785 2007-11-01 uk non_residential 12340
#> 786 2007-12-01 uk non_residential 10850
#> 787 2008-01-01 uk non_residential 10590
#> 788 2008-02-01 uk non_residential 10320
#> 789 2008-03-01 uk non_residential 12640
#> 790 2008-04-01 uk non_residential 13850
#> 791 2008-05-01 uk non_residential 9750
#> 792 2008-06-01 uk non_residential 9720
#> 793 2008-07-01 uk non_residential 9540
#> 794 2008-08-01 uk non_residential 8100
#> 795 2008-09-01 uk non_residential 9380
#> 796 2008-10-01 uk non_residential 8740
#> 797 2008-11-01 uk non_residential 6840
#> 798 2008-12-01 uk non_residential 7620
#> 799 2009-01-01 uk non_residential 6110
#> 800 2009-02-01 uk non_residential 5700
#> 801 2009-03-01 uk non_residential 8230
#> 802 2009-04-01 uk non_residential 6690
#> 803 2009-05-01 uk non_residential 6220
#> 804 2009-06-01 uk non_residential 7540
#> 805 2009-07-01 uk non_residential 7850
#> 806 2009-08-01 uk non_residential 6880
#> 807 2009-09-01 uk non_residential 8010
#> 808 2009-10-01 uk non_residential 8130
#> 809 2009-11-01 uk non_residential 7950
#> 810 2009-12-01 uk non_residential 8900
#> 811 2010-01-01 uk non_residential 6630
#> 812 2010-02-01 uk non_residential 7100
#> 813 2010-03-01 uk non_residential 10190
#> 814 2010-04-01 uk non_residential 8320
#> 815 2010-05-01 uk non_residential 7490
#> 816 2010-06-01 uk non_residential 9810
#> 817 2010-07-01 uk non_residential 8720
#> 818 2010-08-01 uk non_residential 7720
#> 819 2010-09-01 uk non_residential 8380
#> 820 2010-10-01 uk non_residential 8350
#> 821 2010-11-01 uk non_residential 8600
#> 822 2010-12-01 uk non_residential 8400
#> 823 2011-01-01 uk non_residential 6620
#> 824 2011-02-01 uk non_residential 6960
#> 825 2011-03-01 uk non_residential 9520
#> 826 2011-04-01 uk non_residential 7810
#> 827 2011-05-01 uk non_residential 7450
#> 828 2011-06-01 uk non_residential 8410
#> 829 2011-07-01 uk non_residential 8050
#> 830 2011-08-01 uk non_residential 8090
#> 831 2011-09-01 uk non_residential 9050
#> 832 2011-10-01 uk non_residential 8050
#> 833 2011-11-01 uk non_residential 8570
#> 834 2011-12-01 uk non_residential 8880
#> 835 2012-01-01 uk non_residential 7400
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#> 1751 2025-08-01 northern_ireland residential 2450
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#> 1756 2026-01-01 northern_ireland residential 1900
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#> 1759 2005-05-01 scotland residential 10180
#> 1760 2005-06-01 scotland residential 12120
#> 1761 2005-07-01 scotland residential 12530
#> 1762 2005-08-01 scotland residential 12000
#> 1763 2005-09-01 scotland residential 12510
#> 1764 2005-10-01 scotland residential 11410
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#> 1767 2006-01-01 scotland residential 8500
#> 1768 2006-02-01 scotland residential 7150
#> 1769 2006-03-01 scotland residential 11180
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#> 1784 2007-06-01 scotland residential 16360
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#> 1791 2008-01-01 scotland residential 7800
#> 1792 2008-02-01 scotland residential 7920
#> 1793 2008-03-01 scotland residential 9080
#> 1794 2008-04-01 scotland residential 9910
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#> 1796 2008-06-01 scotland residential 9580
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#> 1799 2008-09-01 scotland residential 6650
#> 1800 2008-10-01 scotland residential 8000
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#> 1804 2009-02-01 scotland residential 3560
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#> 1811 2009-09-01 scotland residential 6630
#> 1812 2009-10-01 scotland residential 7380
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#> 1824 2010-10-01 scotland residential 7020
#> 1825 2010-11-01 scotland residential 6290
#> 1826 2010-12-01 scotland residential 5600
#> 1827 2011-01-01 scotland residential 3980
#> 1828 2011-02-01 scotland residential 3770
#> 1829 2011-03-01 scotland residential 5370
#> 1830 2011-04-01 scotland residential 5790
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#> 1833 2011-07-01 scotland residential 7000
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#> 1835 2011-09-01 scotland residential 7210
#> 1836 2011-10-01 scotland residential 6170
#> 1837 2011-11-01 scotland residential 6390
#> 1838 2011-12-01 scotland residential 6110
#> 1839 2012-01-01 scotland residential 4540
#> 1840 2012-02-01 scotland residential 4100
#> 1841 2012-03-01 scotland residential 6830
#> 1842 2012-04-01 scotland residential 5610
#> 1843 2012-05-01 scotland residential 6110
#> 1844 2012-06-01 scotland residential 7600
#> 1845 2012-07-01 scotland residential 6140
#> 1846 2012-08-01 scotland residential 7460
#> 1847 2012-09-01 scotland residential 5830
#> 1848 2012-10-01 scotland residential 6450
#> 1849 2012-11-01 scotland residential 7090
#> 1850 2012-12-01 scotland residential 6070
#> 1851 2013-01-01 scotland residential 4610
#> 1852 2013-02-01 scotland residential 4380
#> 1853 2013-03-01 scotland residential 6390
#> 1854 2013-04-01 scotland residential 6270
#> 1855 2013-05-01 scotland residential 7780
#> 1856 2013-06-01 scotland residential 7800
#> 1857 2013-07-01 scotland residential 7650
#> 1858 2013-08-01 scotland residential 8700
#> 1859 2013-09-01 scotland residential 7520
#> 1860 2013-10-01 scotland residential 8110
#> 1861 2013-11-01 scotland residential 9000
#> 1862 2013-12-01 scotland residential 7310
#> 1863 2014-01-01 scotland residential 6500
#> 1864 2014-02-01 scotland residential 5680
#> 1865 2014-03-01 scotland residential 6830
#> 1866 2014-04-01 scotland residential 7590
#> 1867 2014-05-01 scotland residential 8830
#> 1868 2014-06-01 scotland residential 8970
#> 1869 2014-07-01 scotland residential 8160
#> 1870 2014-08-01 scotland residential 9500
#> 1871 2014-09-01 scotland residential 7870
#> 1872 2014-10-01 scotland residential 9270
#> 1873 2014-11-01 scotland residential 8640
#> 1874 2014-12-01 scotland residential 6590
#> 1875 2015-01-01 scotland residential 6270
#> 1876 2015-02-01 scotland residential 5260
#> 1877 2015-03-01 scotland residential 7700
#> 1878 2015-04-01 scotland residential 8060
#> 1879 2015-05-01 scotland residential 8600
#> 1880 2015-06-01 scotland residential 9610
#> 1881 2015-07-01 scotland residential 10240
#> 1882 2015-08-01 scotland residential 8760
#> 1883 2015-09-01 scotland residential 8710
#> 1884 2015-10-01 scotland residential 9880
#> 1885 2015-11-01 scotland residential 9000
#> 1886 2015-12-01 scotland residential 8230
#> 1887 2016-01-01 scotland residential 6430
#> 1888 2016-02-01 scotland residential 5670
#> 1889 2016-03-01 scotland residential 11330
#> 1890 2016-04-01 scotland residential 6760
#> 1891 2016-05-01 scotland residential 7260
#> 1892 2016-06-01 scotland residential 8860
#> 1893 2016-07-01 scotland residential 9300
#> 1894 2016-08-01 scotland residential 8640
#> 1895 2016-09-01 scotland residential 9490
#> 1896 2016-10-01 scotland residential 8440
#> 1897 2016-11-01 scotland residential 8710
#> 1898 2016-12-01 scotland residential 8560
#> 1899 2017-01-01 scotland residential 6400
#> 1900 2017-02-01 scotland residential 5860
#> 1901 2017-03-01 scotland residential 9320
#> 1902 2017-04-01 scotland residential 8050
#> 1903 2017-05-01 scotland residential 8570
#> 1904 2017-06-01 scotland residential 11020
#> 1905 2017-07-01 scotland residential 8970
#> 1906 2017-08-01 scotland residential 9560
#> 1907 2017-09-01 scotland residential 9770
#> 1908 2017-10-01 scotland residential 9020
#> 1909 2017-11-01 scotland residential 8800
#> 1910 2017-12-01 scotland residential 8350
#> 1911 2018-01-01 scotland residential 6130
#> 1912 2018-02-01 scotland residential 5450
#> 1913 2018-03-01 scotland residential 6790
#> 1914 2018-04-01 scotland residential 7570
#> 1915 2018-05-01 scotland residential 8310
#> 1916 2018-06-01 scotland residential 10730
#> 1917 2018-07-01 scotland residential 8980
#> 1918 2018-08-01 scotland residential 10600
#> 1919 2018-09-01 scotland residential 8740
#> 1920 2018-10-01 scotland residential 9260
#> 1921 2018-11-01 scotland residential 10170
#> 1922 2018-12-01 scotland residential 7630
#> 1923 2019-01-01 scotland residential 6830
#> 1924 2019-02-01 scotland residential 5500
#> 1925 2019-03-01 scotland residential 8520
#> 1926 2019-04-01 scotland residential 8030
#> 1927 2019-05-01 scotland residential 9810
#> 1928 2019-06-01 scotland residential 9520
#> 1929 2019-07-01 scotland residential 9030
#> 1930 2019-08-01 scotland residential 10280
#> 1931 2019-09-01 scotland residential 8940
#> 1932 2019-10-01 scotland residential 9480
#> 1933 2019-11-01 scotland residential 10200
#> 1934 2019-12-01 scotland residential 8200
#> 1935 2020-01-01 scotland residential 7050
#> 1936 2020-02-01 scotland residential 5920
#> 1937 2020-03-01 scotland residential 6320
#> 1938 2020-04-01 scotland residential 2740
#> 1939 2020-05-01 scotland residential 3380
#> 1940 2020-06-01 scotland residential 4090
#> 1941 2020-07-01 scotland residential 5300
#> 1942 2020-08-01 scotland residential 6860
#> 1943 2020-09-01 scotland residential 10650
#> 1944 2020-10-01 scotland residential 12960
#> 1945 2020-11-01 scotland residential 12500
#> 1946 2020-12-01 scotland residential 11150
#> 1947 2021-01-01 scotland residential 7820
#> 1948 2021-02-01 scotland residential 7270
#> 1949 2021-03-01 scotland residential 12270
#> 1950 2021-04-01 scotland residential 7160
#> 1951 2021-05-01 scotland residential 8680
#> 1952 2021-06-01 scotland residential 11230
#> 1953 2021-07-01 scotland residential 10960
#> 1954 2021-08-01 scotland residential 9990
#> 1955 2021-09-01 scotland residential 9610
#> 1956 2021-10-01 scotland residential 10480
#> 1957 2021-11-01 scotland residential 9700
#> 1958 2021-12-01 scotland residential 9020
#> 1959 2022-01-01 scotland residential 7350
#> 1960 2022-02-01 scotland residential 6600
#> 1961 2022-03-01 scotland residential 8300
#> 1962 2022-04-01 scotland residential 8790
#> 1963 2022-05-01 scotland residential 8610
#> 1964 2022-06-01 scotland residential 8750
#> 1965 2022-07-01 scotland residential 9750
#> 1966 2022-08-01 scotland residential 9680
#> 1967 2022-09-01 scotland residential 10230
#> 1968 2022-10-01 scotland residential 9350
#> 1969 2022-11-01 scotland residential 9220
#> 1970 2022-12-01 scotland residential 8030
#> 1971 2023-01-01 scotland residential 5960
#> 1972 2023-02-01 scotland residential 5500
#> 1973 2023-03-01 scotland residential 8270
#> 1974 2023-04-01 scotland residential 7140
#> 1975 2023-05-01 scotland residential 7740
#> 1976 2023-06-01 scotland residential 9530
#> 1977 2023-07-01 scotland residential 8350
#> 1978 2023-08-01 scotland residential 8510
#> 1979 2023-09-01 scotland residential 8650
#> 1980 2023-10-01 scotland residential 7920
#> 1981 2023-11-01 scotland residential 8110
#> 1982 2023-12-01 scotland residential 7410
#> 1983 2024-01-01 scotland residential 6220
#> 1984 2024-02-01 scotland residential 5650
#> 1985 2024-03-01 scotland residential 7900
#> 1986 2024-04-01 scotland residential 7900
#> 1987 2024-05-01 scotland residential 9250
#> 1988 2024-06-01 scotland residential 8770
#> 1989 2024-07-01 scotland residential 8960
#> 1990 2024-08-01 scotland residential 10100
#> 1991 2024-09-01 scotland residential 8650
#> 1992 2024-10-01 scotland residential 9490
#> 1993 2024-11-01 scotland residential 9740
#> 1994 2024-12-01 scotland residential 7780
#> 1995 2025-01-01 scotland residential 7030
#> 1996 2025-02-01 scotland residential 6260
#> 1997 2025-03-01 scotland residential 7820
#> 1998 2025-04-01 scotland residential 7780
#> 1999 2025-05-01 scotland residential 9140
#> 2000 2025-06-01 scotland residential 9780
#> 2001 2025-07-01 scotland residential 9380
#> 2002 2025-08-01 scotland residential 10300
#> 2003 2025-09-01 scotland residential 9420
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#> 2255 2025-10-01 uk residential 117650
#> 2256 2025-11-01 uk residential 104470
#> 2257 2025-12-01 uk residential 105760
#> 2258 2026-01-01 uk residential 80720
#> 2259 2026-02-01 uk residential 86430
#> 2260 2005-04-01 wales residential 4520
#> 2261 2005-05-01 wales residential 4540
#> 2262 2005-06-01 wales residential 5050
#> 2263 2005-07-01 wales residential 5160
#> 2264 2005-08-01 wales residential 5200
#> 2265 2005-09-01 wales residential 5370
#> 2266 2005-10-01 wales residential 5090
#> 2267 2005-11-01 wales residential 5290
#> 2268 2005-12-01 wales residential 5750
#> 2269 2006-01-01 wales residential 3970
#> 2270 2006-02-01 wales residential 4310
#> 2271 2006-03-01 wales residential 5630
#> 2272 2006-04-01 wales residential 5080
#> 2273 2006-05-01 wales residential 5680
#> 2274 2006-06-01 wales residential 6970
#> 2275 2006-07-01 wales residential 6090
#> 2276 2006-08-01 wales residential 6440
#> 2277 2006-09-01 wales residential 6560
#> 2278 2006-10-01 wales residential 6660
#> 2279 2006-11-01 wales residential 6580
#> 2280 2006-12-01 wales residential 7040
#> 2281 2007-01-01 wales residential 4720
#> 2282 2007-02-01 wales residential 4530
#> 2283 2007-03-01 wales residential 5940
#> 2284 2007-04-01 wales residential 5280
#> 2285 2007-05-01 wales residential 5830
#> 2286 2007-06-01 wales residential 6880
#> 2287 2007-07-01 wales residential 6390
#> 2288 2007-08-01 wales residential 6850
#> 2289 2007-09-01 wales residential 5270
#> 2290 2007-10-01 wales residential 5660
#> 2291 2007-11-01 wales residential 5790
#> 2292 2007-12-01 wales residential 4940
#> 2293 2008-01-01 wales residential 3110
#> 2294 2008-02-01 wales residential 3430
#> 2295 2008-03-01 wales residential 3620
#> 2296 2008-04-01 wales residential 3810
#> 2297 2008-05-01 wales residential 4000
#> 2298 2008-06-01 wales residential 3750
#> 2299 2008-07-01 wales residential 3130
#> 2300 2008-08-01 wales residential 2900
#> 2301 2008-09-01 wales residential 2670
#> 2302 2008-10-01 wales residential 3290
#> 2303 2008-11-01 wales residential 2460
#> 2304 2008-12-01 wales residential 2680
#> 2305 2009-01-01 wales residential 1670
#> 2306 2009-02-01 wales residential 1850
#> 2307 2009-03-01 wales residential 2820
#> 2308 2009-04-01 wales residential 2580
#> 2309 2009-05-01 wales residential 2900
#> 2310 2009-06-01 wales residential 3220
#> 2311 2009-07-01 wales residential 3700
#> 2312 2009-08-01 wales residential 3130
#> 2313 2009-09-01 wales residential 3270
#> 2314 2009-10-01 wales residential 3710
#> 2315 2009-11-01 wales residential 3430
#> 2316 2009-12-01 wales residential 4210
#> 2317 2010-01-01 wales residential 1920
#> 2318 2010-02-01 wales residential 2460
#> 2319 2010-03-01 wales residential 3050
#> 2320 2010-04-01 wales residential 3130
#> 2321 2010-05-01 wales residential 3090
#> 2322 2010-06-01 wales residential 3610
#> 2323 2010-07-01 wales residential 3630
#> 2324 2010-08-01 wales residential 3270
#> 2325 2010-09-01 wales residential 3050
#> 2326 2010-10-01 wales residential 3450
#> 2327 2010-11-01 wales residential 3340
#> 2328 2010-12-01 wales residential 3260
#> 2329 2011-01-01 wales residential 2120
#> 2330 2011-02-01 wales residential 2370
#> 2331 2011-03-01 wales residential 2910
#> 2332 2011-04-01 wales residential 2850
#> 2333 2011-05-01 wales residential 2830
#> 2334 2011-06-01 wales residential 3430
#> 2335 2011-07-01 wales residential 3450
#> 2336 2011-08-01 wales residential 3600
#> 2337 2011-09-01 wales residential 3560
#> 2338 2011-10-01 wales residential 3370
#> 2339 2011-11-01 wales residential 3620
#> 2340 2011-12-01 wales residential 3760
#> 2341 2012-01-01 wales residential 2350
#> 2342 2012-02-01 wales residential 2570
#> 2343 2012-03-01 wales residential 3600
#> 2344 2012-04-01 wales residential 2860
#> 2345 2012-05-01 wales residential 3100
#> 2346 2012-06-01 wales residential 3700
#> 2347 2012-07-01 wales residential 3280
#> 2348 2012-08-01 wales residential 3750
#> 2349 2012-09-01 wales residential 3070
#> 2350 2012-10-01 wales residential 3620
#> 2351 2012-11-01 wales residential 3870
#> 2352 2012-12-01 wales residential 3510
#> 2353 2013-01-01 wales residential 2340
#> 2354 2013-02-01 wales residential 2680
#> 2355 2013-03-01 wales residential 3430
#> 2356 2013-04-01 wales residential 2960
#> 2357 2013-05-01 wales residential 3790
#> 2358 2013-06-01 wales residential 4050
#> 2359 2013-07-01 wales residential 4100
#> 2360 2013-08-01 wales residential 4260
#> 2361 2013-09-01 wales residential 3860
#> 2362 2013-10-01 wales residential 4280
#> 2363 2013-11-01 wales residential 4620
#> 2364 2013-12-01 wales residential 4480
#> 2365 2014-01-01 wales residential 3350
#> 2366 2014-02-01 wales residential 3470
#> 2367 2014-03-01 wales residential 3770
#> 2368 2014-04-01 wales residential 3890
#> 2369 2014-05-01 wales residential 4350
#> 2370 2014-06-01 wales residential 4490
#> 2371 2014-07-01 wales residential 4700
#> 2372 2014-08-01 wales residential 4640
#> 2373 2014-09-01 wales residential 4170
#> 2374 2014-10-01 wales residential 4750
#> 2375 2014-11-01 wales residential 4170
#> 2376 2014-12-01 wales residential 4560
#> 2377 2015-01-01 wales residential 3160
#> 2378 2015-02-01 wales residential 3200
#> 2379 2015-03-01 wales residential 3800
#> 2380 2015-04-01 wales residential 3610
#> 2381 2015-05-01 wales residential 4010
#> 2382 2015-06-01 wales residential 4720
#> 2383 2015-07-01 wales residential 4980
#> 2384 2015-08-01 wales residential 4440
#> 2385 2015-09-01 wales residential 4370
#> 2386 2015-10-01 wales residential 5120
#> 2387 2015-11-01 wales residential 4700
#> 2388 2015-12-01 wales residential 4900
#> 2389 2016-01-01 wales residential 3260
#> 2390 2016-02-01 wales residential 3810
#> 2391 2016-03-01 wales residential 7020
#> 2392 2016-04-01 wales residential 3200
#> 2393 2016-05-01 wales residential 3600
#> 2394 2016-06-01 wales residential 4310
#> 2395 2016-07-01 wales residential 4540
#> 2396 2016-08-01 wales residential 4700
#> 2397 2016-09-01 wales residential 4560
#> 2398 2016-10-01 wales residential 4400
#> 2399 2016-11-01 wales residential 4610
#> 2400 2016-12-01 wales residential 5140
#> 2401 2017-01-01 wales residential 3470
#> 2402 2017-02-01 wales residential 3660
#> 2403 2017-03-01 wales residential 5320
#> 2404 2017-04-01 wales residential 4010
#> 2405 2017-05-01 wales residential 4480
#> 2406 2017-06-01 wales residential 5320
#> 2407 2017-07-01 wales residential 4690
#> 2408 2017-08-01 wales residential 5160
#> 2409 2017-09-01 wales residential 5000
#> 2410 2017-10-01 wales residential 5010
#> 2411 2017-11-01 wales residential 5070
#> 2412 2017-12-01 wales residential 5230
#> 2413 2018-01-01 wales residential 3660
#> 2414 2018-02-01 wales residential 3730
#> 2415 2018-03-01 wales residential 4390
#> 2416 2018-04-01 wales residential 3900
#> 2417 2018-05-01 wales residential 4360
#> 2418 2018-06-01 wales residential 4990
#> 2419 2018-07-01 wales residential 4860
#> 2420 2018-08-01 wales residential 5460
#> 2421 2018-09-01 wales residential 4540
#> 2422 2018-10-01 wales residential 5050
#> 2423 2018-11-01 wales residential 5790
#> 2424 2018-12-01 wales residential 4940
#> 2425 2019-01-01 wales residential 3590
#> 2426 2019-02-01 wales residential 3870
#> 2427 2019-03-01 wales residential 4420
#> 2428 2019-04-01 wales residential 4020
#> 2429 2019-05-01 wales residential 4570
#> 2430 2019-06-01 wales residential 4670
#> 2431 2019-07-01 wales residential 5020
#> 2432 2019-08-01 wales residential 5280
#> 2433 2019-09-01 wales residential 4650
#> 2434 2019-10-01 wales residential 5060
#> 2435 2019-11-01 wales residential 5230
#> 2436 2019-12-01 wales residential 4900
#> 2437 2020-01-01 wales residential 3850
#> 2438 2020-02-01 wales residential 3940
#> 2439 2020-03-01 wales residential 4120
#> 2440 2020-04-01 wales residential 1760
#> 2441 2020-05-01 wales residential 1950
#> 2442 2020-06-01 wales residential 2580
#> 2443 2020-07-01 wales residential 3040
#> 2444 2020-08-01 wales residential 3240
#> 2445 2020-09-01 wales residential 3710
#> 2446 2020-10-01 wales residential 5310
#> 2447 2020-11-01 wales residential 5310
#> 2448 2020-12-01 wales residential 6200
#> 2449 2021-01-01 wales residential 3910
#> 2450 2021-02-01 wales residential 4790
#> 2451 2021-03-01 wales residential 6450
#> 2452 2021-04-01 wales residential 5130
#> 2453 2021-05-01 wales residential 4710
#> 2454 2021-06-01 wales residential 8110
#> 2455 2021-07-01 wales residential 4590
#> 2456 2021-08-01 wales residential 5000
#> 2457 2021-09-01 wales residential 5540
#> 2458 2021-10-01 wales residential 5320
#> 2459 2021-11-01 wales residential 5430
#> 2460 2021-12-01 wales residential 5260
#> 2461 2022-01-01 wales residential 3830
#> 2462 2022-02-01 wales residential 4450
#> 2463 2022-03-01 wales residential 4940
#> 2464 2022-04-01 wales residential 4440
#> 2465 2022-05-01 wales residential 4530
#> 2466 2022-06-01 wales residential 4300
#> 2467 2022-07-01 wales residential 4900
#> 2468 2022-08-01 wales residential 4950
#> 2469 2022-09-01 wales residential 4870
#> 2470 2022-10-01 wales residential 5080
#> 2471 2022-11-01 wales residential 5020
#> 2472 2022-12-01 wales residential 4740
#> 2473 2023-01-01 wales residential 3200
#> 2474 2023-02-01 wales residential 3280
#> 2475 2023-03-01 wales residential 4200
#> 2476 2023-04-01 wales residential 3020
#> 2477 2023-05-01 wales residential 3280
#> 2478 2023-06-01 wales residential 4140
#> 2479 2023-07-01 wales residential 3710
#> 2480 2023-08-01 wales residential 4110
#> 2481 2023-09-01 wales residential 4130
#> 2482 2023-10-01 wales residential 4050
#> 2483 2023-11-01 wales residential 3820
#> 2484 2023-12-01 wales residential 3900
#> 2485 2024-01-01 wales residential 2790
#> 2486 2024-02-01 wales residential 3250
#> 2487 2024-03-01 wales residential 3850
#> 2488 2024-04-01 wales residential 3320
#> 2489 2024-05-01 wales residential 3930
#> 2490 2024-06-01 wales residential 4010
#> 2491 2024-07-01 wales residential 4310
#> 2492 2024-08-01 wales residential 4600
#> 2493 2024-09-01 wales residential 4000
#> 2494 2024-10-01 wales residential 4870
#> 2495 2024-11-01 wales residential 4730
#> 2496 2024-12-01 wales residential 4340
#> 2497 2025-01-01 wales residential 3440
#> 2498 2025-02-01 wales residential 3940
#> 2499 2025-03-01 wales residential 4760
#> 2500 2025-04-01 wales residential 3780
#> 2501 2025-05-01 wales residential 4110
#> 2502 2025-06-01 wales residential 4480
#> 2503 2025-07-01 wales residential 4620
#> 2504 2025-08-01 wales residential 4740
#> 2505 2025-09-01 wales residential 4570
#> 2506 2025-10-01 wales residential 5350
#> 2507 2025-11-01 wales residential 4740
#> 2508 2025-12-01 wales residential 4910
#> 2509 2026-01-01 wales residential 3590
#> 2510 2026-02-01 wales residential 4010
hmrc_property_transactions(type = "residential", nation = "england",
start = "2020-01")
#> ℹ Resolving download URL from GOV.UK Content API
#> ✔ Resolving download URL from GOV.UK Content API [22ms]
#>
#> ℹ Using cached file
#> ✔ Using cached file [6ms]
#>
#> ℹ Parsing data
#> New names:
#> • `` -> `...1`
#> • `` -> `...2`
#> • `` -> `...3`
#> • `` -> `...4`
#> • `` -> `...5`
#> • `` -> `...6`
#> • `` -> `...7`
#> New names:
#> • `` -> `...1`
#> • `` -> `...2`
#> • `` -> `...3`
#> • `` -> `...4`
#> • `` -> `...5`
#> • `` -> `...6`
#> • `` -> `...7`
#> ✔ Parsing data [183ms]
#>
#> # Monthly UK property transactions
#> # Source: https://www.gov.uk/government/statistics/monthly-property-transactions-completed-in-the-uk-with-value-40000-or-above
#> # Fetched 2026-04-26 13:15:53 UTC | Vintage: latest | Cells: counts | Freq: monthly | 74 rows x 4 cols
#>
#> date nation type transactions
#> 1 2020-01-01 england residential 71030
#> 2 2020-02-01 england residential 70960
#> 3 2020-03-01 england residential 74490
#> 4 2020-04-01 england residential 32440
#> 5 2020-05-01 england residential 40290
#> 6 2020-06-01 england residential 59480
#> 7 2020-07-01 england residential 70600
#> 8 2020-08-01 england residential 73260
#> 9 2020-09-01 england residential 82430
#> 10 2020-10-01 england residential 100390
#> 11 2020-11-01 england residential 100440
#> 12 2020-12-01 england residential 112480
#> 13 2021-01-01 england residential 83790
#> 14 2021-02-01 england residential 106620
#> 15 2021-03-01 england residential 151850
#> 16 2021-04-01 england residential 98940
#> 17 2021-05-01 england residential 87040
#> 18 2021-06-01 england residential 191300
#> 19 2021-07-01 england residential 65460
#> 20 2021-08-01 england residential 86550
#> 21 2021-09-01 england residential 146610
#> 22 2021-10-01 england residential 67790
#> 23 2021-11-01 england residential 84120
#> 24 2021-12-01 england residential 93370
#> 25 2022-01-01 england residential 70460
#> 26 2022-02-01 england residential 80790
#> 27 2022-03-01 england residential 94080
#> 28 2022-04-01 england residential 83920
#> 29 2022-05-01 england residential 84320
#> 30 2022-06-01 england residential 88330
#> 31 2022-07-01 england residential 93100
#> 32 2022-08-01 england residential 95830
#> 33 2022-09-01 england residential 96900
#> 34 2022-10-01 england residential 93090
#> 35 2022-11-01 england residential 95720
#> 36 2022-12-01 england residential 92450
#> 37 2023-01-01 england residential 65010
#> 38 2023-02-01 england residential 64800
#> 39 2023-03-01 england residential 80550
#> 40 2023-04-01 england residential 56150
#> 41 2023-05-01 england residential 61190
#> 42 2023-06-01 england residential 79000
#> 43 2023-07-01 england residential 71630
#> 44 2023-08-01 england residential 79720
#> 45 2023-09-01 england residential 77870
#> 46 2023-10-01 england residential 76180
#> 47 2023-11-01 england residential 73950
#> 48 2023-12-01 england residential 71860
#> 49 2024-01-01 england residential 56850
#> 50 2024-02-01 england residential 62270
#> 51 2024-03-01 england residential 73360
#> 52 2024-04-01 england residential 64880
#> 53 2024-05-01 england residential 77600
#> 54 2024-06-01 england residential 76130
#> 55 2024-07-01 england residential 82030
#> 56 2024-08-01 england residential 87820
#> 57 2024-09-01 england residential 79890
#> 58 2024-10-01 england residential 94560
#> 59 2024-11-01 england residential 89170
#> 60 2024-12-01 england residential 84020
#> 61 2025-01-01 england residential 70030
#> 62 2025-02-01 england residential 79240
#> 63 2025-03-01 england residential 149940
#> 64 2025-04-01 england residential 44070
#> 65 2025-05-01 england residential 66640
#> 66 2025-06-01 england residential 80500
#> 67 2025-07-01 england residential 85470
#> 68 2025-08-01 england residential 87670
#> 69 2025-09-01 england residential 86590
#> 70 2025-10-01 england residential 99190
#> 71 2025-11-01 england residential 87980
#> 72 2025-12-01 england residential 90190
#> 73 2026-01-01 england residential 68130
#> 74 2026-02-01 england residential 74750
options(op)
# }