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UK Statistics
ct_Consumer Trends ct Consumer Trends 0A.KN_Household final consumption expenditure UK Office of National Statistics (ONS) HM Treasury - Weekly economic indicators HM Treasury - pocket databank (xls) |
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0A.KN Household final consumption expenditure. { total observations, n=18501 }3 UK National Statistics titles: [ ct_doc.txt| ES mirror ] data: [ ct (index ) | mirror ct ] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Code | Variable ( skkd ) | Mthly | Qtrly | Yrly | Yearly Range | 1956 yr | 1957 yr | 1958 yr | 1959 yr | 1960 yr | 1961 yr | 1962 yr | 1963 yr | 1964 yr | 1965 yr | 1966 yr | 1967 yr | 1968 yr | 1969 yr | 1970 yr | 1971 yr | 1972 yr | 1973 yr | 1974 yr | 1975 yr | 1976 yr | 1977 yr | 1978 yr | 1979 yr | 1980 yr | 1981 yr | 1982 yr | 1983 yr | 1984 yr | 1985 yr | 1986 yr | 1987 yr | 1988 yr | 1989 yr | 1990 yr | 1991 yr | 1992 yr | 1993 yr | 1994 yr | 1995 yr | 1996 yr | 1997 yr | 1998 yr | 1999 yr | 2000 yr | 2001 yr | 2002 yr | 2003 yr | 2004 yr | 2005 yr | 2006 yr | 2007 yr | 2008 yr | 2009 yr | 2010 yr | ||
1 | ADIP | 1190. 01 Food and non-alcoholic beverages CVM NAYear NSA | NSA real 2006 { 2nd } | 1819 obs | 2145 obs | 686 obs | 0 to 2010 | 69152 | 70545 | 72080 | 74703 | 73741 | 75128 | 77111 | 78579 | 81167 | 82276 | 82534 | 79790 | 76986 | 77433 | |||||||||||||||||||||||||||||||||||||||||
2 | ADIQ | 1191. 01.1 Food CVM NAYear NSA | NSA real 2006 { 2nd } | 869 obs | 1172 obs | 363 obs | 0 to 2010 | 62713 | 64169 | 65315 | 67402 | 65957 | 67156 | 68708 | 69565 | 71581 | 72626 | 73132 | 70519 | 67834 | 68420 | |||||||||||||||||||||||||||||||||||||||||
3 | ADIR | 1192. 01.2 Non-alcoholic bverages CVM NAYear NSA | NSA real 2006 { 2nd } | 1145 obs | 902 obs | 361 obs | 0 to 2010 | 6644 | 6611 | 6964 | 7462 | 7858 | 8043 | 8452 | 9022 | 9574 | 9643 | 9415 | 9271 | 9152 | 9013 | |||||||||||||||||||||||||||||||||||||||||
4 | ADIS | 1193. 02 Alcoholic beverages and tobacco CVM NAYear NSA | NSA real 2006 { 2nd } | 2303 obs | 2444 obs | 715 obs | 0 to 2010 | 30489 | 28738 | 29791 | 29013 | 29028 | 29574 | 29992 | 31203 | 30973 | 30317 | 30215 | 29885 | 28701 | 28972 | |||||||||||||||||||||||||||||||||||||||||
5 | ADIT | 1194. 02.1 Alcoholic beverages (off trade) CVM NAYear NSA | NSA real 2006 { 2nd } | 1844 obs | 1131 obs | 364 obs | 0 to 2010 | 9303 | 8615 | 9867 | 10157 | 10639 | 11467 | 11882 | 13413 | 13719 | 13438 | 13986 | 14146 | 13461 | 13450 | |||||||||||||||||||||||||||||||||||||||||
6 | ADIU | 1195. 02.2 Tobacco CVM NAYear NSA | NSA real 2006 { 2nd } | 1591 obs | 1115 obs | 370 obs | 0 to 2010 | 22603 | 21561 | 20852 | 19519 | 18882 | 18437 | 18387 | 17881 | 17288 | 16911 | 16232 | 15739 | 15240 | 15522 | |||||||||||||||||||||||||||||||||||||||||
7 | ADIW | 1196. 03 Clothing and footwear CVM NAYear NSA | NSA real 2006 { 2nd } | 2090 obs | 1631 obs | 517 obs | 0 to 2010 | 16055 | 17189 | 19173 | 22066 | 24984 | 28854 | 31720 | 34878 | 37936 | 42172 | 45135 | 49292 | 52037 | 55133 | |||||||||||||||||||||||||||||||||||||||||
8 | ADIX | 1197. 03.1 Clothing CVM NAYear NSA | NSA real 2006 { 2nd } | 1884 obs | 839 obs | 282 obs | 0 to 2010 | 13248 | 14193 | 15977 | 18656 | 21174 | 24525 | 26984 | 29695 | 32353 | 35840 | 38509 | 42195 | 44834 | 47293 | |||||||||||||||||||||||||||||||||||||||||
9 | ADIY | 1198. 03.2 Footwear CVM NAYear NSA | NSA real 2006 { 2nd } | 1243 obs | 720 obs | 253 obs | 0 to 2010 | 2923 | 3119 | 3288 | 3440 | 3831 | 4340 | 4746 | 5191 | 5587 | 6345 | 6630 | 7097 | 7203 | 7840 | |||||||||||||||||||||||||||||||||||||||||
10 | ADIZ | 1199. 04 Housing; water; electricity; gas and other fuels CVM NAYear NSA | NSA real 2006 { 2nd } | 2268 obs | 1598 obs | 608 obs | 0 to 2010 | 161740 | 166302 | 165208 | 166889 | 170304 | 173295 | 179148 | 184195 | 184957 | 185403 | 187346 | 189511 | 186242 | 190829 | |||||||||||||||||||||||||||||||||||||||||
11 | ADJA | 1200. 04.1 Actual rentals for housing CVM NAYear NSA | NSA real 2006 { 2nd } | 829 obs | 653 obs | 314 obs | 0 to 2010 | 33999 | 35728 | 34674 | 34162 | 33525 | 34418 | 37005 | 38048 | 37899 | 38486 | 40354 | 42055 | 41448 | 41996 | |||||||||||||||||||||||||||||||||||||||||
12 | ADJB | 1201. 04.2 Imputed rentals for housing CVM NAYear NSA | NSA real 2006 { 2nd } | 1315 obs | 570 obs | 272 obs | 0 to 2010 | 77097 | 79457 | 80790 | 81765 | 84570 | 86365 | 88792 | 88988 | 88921 | 89431 | 90298 | 91054 | 92383 | 93734 | |||||||||||||||||||||||||||||||||||||||||
13 | ADJC | 1202. 04.3 Maintenance and repair of the dwelling CVM NAYear NSA | NSA real 2006 { 2nd } | 779 obs | 446 obs | 234 obs | 0 to 2010 | 13166 | 13796 | 13815 | 13521 | 14243 | 14630 | 14876 | 15870 | 15422 | 15054 | 14417 | 13904 | 12831 | 12022 | |||||||||||||||||||||||||||||||||||||||||
14 | ADJD | 1203. 04.4 Water supply and miscellaneous services CVM NAYear NSA | NSA real 2006 { 2nd } | 1345 obs | 824 obs | 325 obs | 0 to 2010 | 7468 | 7337 | 7181 | 7449 | 7548 | 7704 | 7833 | 7821 | 7692 | 7809 | 8001 | 7455 | 7359 | 7716 | |||||||||||||||||||||||||||||||||||||||||
15 | ADJE | 1204. 04.5 Electricity; gas and other fuels CVM NAYear NSA | NSA real 2006 { 2nd } | 1418 obs | 451 obs | 277 obs | 0 to 2010 | 29450 | 29226 | 27838 | 29564 | 29967 | 29314 | 29368 | 33049 | 35361 | 34767 | 34276 | 35043 | 32221 | 35361 | |||||||||||||||||||||||||||||||||||||||||
16 | ADJF | 1205. 05 Furnishings; household equipment & routine maintnce of the house CVM NAYear | NSA real 2006 { 2nd } | 2211 obs | 2040 obs | 609 obs | 0 to 2010 | 29816 | 31714 | 33913 | 37235 | 39724 | 42598 | 44968 | 44754 | 45632 | 47132 | 48002 | 45769 | 41769 | 42817 | |||||||||||||||||||||||||||||||||||||||||
17 | ADJG | 1206. 05.1 Furniture and furnishings; carpets and other floor coverings CVM NAYear NSA | NSA real 2006 { 2nd } | 999 obs | 882 obs | 237 obs | 0 to 2010 | 11626 | 12177 | 13169 | 14753 | 15360 | 16523 | 17644 | 17316 | 17182 | 17412 | 18102 | 16454 | 14655 | 13803 | |||||||||||||||||||||||||||||||||||||||||
18 | ADJH | 1207. 05.2 Household textiles CVM NAYear NSA | NSA real 2006 { 2nd } | 812 obs | 922 obs | 262 obs | 0 to 2010 | 2417 | 2686 | 2958 | 3489 | 3711 | 4229 | 4584 | 4172 | 4070 | 4479 | 5079 | 5051 | 5320 | 5469 | |||||||||||||||||||||||||||||||||||||||||
19 | ADJI | 1208. 05.3 Household appliances CVM NAYear NSA | NSA real 2006 { 2nd } | 805 obs | 912 obs | 248 obs | 0 to 2010 | 3774 | 4045 | 4223 | 4488 | 5031 | 5150 | 5182 | 5784 | 6127 | 6438 | 6289 | 6308 | 5455 | 5632 | |||||||||||||||||||||||||||||||||||||||||
20 | ADJJ | 1209. 05.4 Glassware CVM NAYear NSA | NSA real 2006 { 2nd } | 963 obs | 903 obs | 286 obs | 0 to 2010 | 2585 | 2884 | 3209 | 3718 | 4121 | 4364 | 4431 | 4208 | 4697 | 4885 | 4543 | 4292 | 3957 | 3800 | |||||||||||||||||||||||||||||||||||||||||
21 | ADJK | 1210. 05.5 Tools and equipment for house and garden CVM NAYear NSA | NSA real 2006 { 2nd } | 999 obs | 928 obs | 293 obs | 0 to 2010 | 1716 | 2016 | 2202 | 2372 | 2679 | 3131 | 3572 | 3557 | 3697 | 4029 | 4436 | 3966 | 3265 | 3399 | |||||||||||||||||||||||||||||||||||||||||
22 | ADJL | 1211. 05.6 Goods and services for routine household maintenance CVM NAYear NSA | NSA real 2006 { 2nd } | 1147 obs | 528 obs | 212 obs | 0 to 2010 | 8537 | 8533 | 8692 | 8793 | 9060 | 9354 | 9704 | 9901 | 10006 | 9955 | 9563 | 9698 | 9117 | 10714 | |||||||||||||||||||||||||||||||||||||||||
23 | ADJM | 1212. 06 Health CVM NAYear NSA | NSA real 2006 { 2nd } | 2266 obs | 2047 obs | 548 obs | 0 to 2010 | 10111 | 10485 | 10875 | 11275 | 11826 | 12331 | 12680 | 13028 | 13180 | 14072 | 14833 | 14234 | 14711 | 14579 | |||||||||||||||||||||||||||||||||||||||||
24 | ADJN | 1213. 06.1 Medical products CVM NAYear NSA | NSA real 2006 { 2nd } | 761 obs | 658 obs | 316 obs | 0 to 2010 | 5028 | 5106 | 5560 | 5968 | 6095 | 6564 | 6805 | 6858 | 6895 | 7475 | 7756 | 7799 | 7995 | 7832 | |||||||||||||||||||||||||||||||||||||||||
25 | ADJO | 1214. 06.2 Out-patient services CVM NAYear NSA | NSA real 2006 { 2nd } | 936 obs | 639 obs | 294 obs | 0 to 2010 | 2600 | 2816 | 2688 | 2674 | 2899 | 2807 | 2916 | 3299 | 3394 | 3702 | 4226 | 3639 | 3787 | 3976 | |||||||||||||||||||||||||||||||||||||||||
26 | ADJP | 1215. 06.3 Hospital services CVM NAYear NSA | NSA real 2006 { 2nd } | 1212 obs | 731 obs | 310 obs | 0 to 2010 | 2614 | 2718 | 2726 | 2669 | 2926 | 3016 | 2991 | 2897 | 2922 | 2904 | 2849 | 2796 | 2929 | 2771 | |||||||||||||||||||||||||||||||||||||||||
27 | ADJQ | 1216. 07 Transport CVM NAYear NSA | NSA real 2006 { 2nd } | 2255 obs | 1774 obs | 608 obs | 0 to 2010 | 100884 | 104858 | 110058 | 114396 | 118656 | 120990 | 122269 | 123866 | 125702 | 126399 | 131308 | 124915 | 123780 | 121367 | |||||||||||||||||||||||||||||||||||||||||
28 | ADJR | 1217. 07.1 Purchase of vehicles CVM NAYear NSA | NSA real 2006 { 2nd } | 761 obs | 628 obs | 238 obs | 0 to 2010 | 27585 | 28864 | 30645 | 33592 | 37561 | 37757 | 37956 | 38054 | 37511 | 37381 | 39166 | 36652 | 37860 | 36442 | |||||||||||||||||||||||||||||||||||||||||
29 | ADJS | 1218. 07.2 Operation of personal transport equipment CVM NAYear NSA | NSA real 2006 { 2nd } | 761 obs | 643 obs | 292 obs | 0 to 2010 | 51822 | 53765 | 53755 | 52827 | 54083 | 55991 | 55714 | 56260 | 57704 | 57160 | 58609 | 56699 | 56215 | 55501 | |||||||||||||||||||||||||||||||||||||||||
30 | ADJT | 1219. 07.3 Transport services CVM NAYear NSA | NSA real 2006 { 2nd } | 761 obs | 800 obs | 262 obs | 0 to 2010 | 23604 | 24329 | 27237 | 28554 | 26649 | 27095 | 28331 | 29314 | 30493 | 31839 | 33436 | 31564 | 29705 | 29424 | |||||||||||||||||||||||||||||||||||||||||
31 | ADJU | 1220. 08 Communication CVM NAYear NSA | NSA real 2006 { 2nd } | 2330 obs | 1864 obs | 625 obs | 0 to 2010 | 7968 | 8994 | 10221 | 11313 | 13117 | 13616 | 14533 | 14616 | 16007 | 15582 | 16714 | 16638 | 16484 | 16890 | |||||||||||||||||||||||||||||||||||||||||
32 | CCGZ | 1221. 08.1 Communication Postal services CVM NAYear NSA | NSA real 2006 { 2nd } | 1056 obs | 649 obs | 260 obs | 0 to 2010 | 1619 | 1431 | 1526 | 1435 | 1443 | 1486 | 1418 | 1454 | 1486 | 1329 | 1223 | 1083 | 979 | 883 | |||||||||||||||||||||||||||||||||||||||||
33 | ADQF | 1222. 08.2 Communication Telephone and telefax equipment CVM NAYear NSA | NSA real 2006 { 2nd } | 1161 obs | 684 obs | 268 obs | 0 to 2010 | 230 | 304 | 400 | 547 | 570 | 565 | 653 | 618 | 676 | 706 | 695 | 761 | 833 | 671 | |||||||||||||||||||||||||||||||||||||||||
34 | ADQG | 1223. 08.3 Communication Telephone and telefax services CVM NAYear NSA | NSA real 2006 { 2nd } | 1160 obs | 742 obs | 265 obs | 0 to 2010 | 6557 | 7557 | 8585 | 9536 | 11250 | 11713 | 12559 | 12651 | 13929 | 13597 | 14808 | 14794 | 14672 | 15336 | |||||||||||||||||||||||||||||||||||||||||
35 | ADJV | 1224. 09 Recreation and culture CVM NAYear NSA | NSA real 2006 { 2nd } | 2326 obs | 1962 obs | 577 obs | 0 to 2010 | 41572 | 46757 | 53547 | 58993 | 62150 | 66888 | 71924 | 78879 | 83799 | 89923 | 97013 | 100903 | 97883 | 100612 | |||||||||||||||||||||||||||||||||||||||||
36 | ADJW | 1225. 09.1 Audio-visual; photo and information processing CVM NAYear NSA | NSA real 2006 { 2nd } | 944 obs | 730 obs | 230 obs | 0 to 2010 | 2656 | 3708 | 5065 | 6320 | 6814 | 7598 | 8752 | 11219 | 13324 | 15702 | 18241 | 22370 | 23351 | 25729 | |||||||||||||||||||||||||||||||||||||||||
37 | ADJX | 1226. 09.2 Other major durables for recreation and culture CVM NAYear NSA | NSA real 2006 { 2nd } | 788 obs | 556 obs | 155 obs | 0 to 2010 | 3818 | 4133 | 4861 | 5153 | 5584 | 5324 | 5714 | 5770 | 6009 | 6413 | 6679 | 6919 | 7159 | 7240 | |||||||||||||||||||||||||||||||||||||||||
38 | ADJY | 1227. 09.3 Other recreational goods CVM NAYear NSA | NSA real 2006 { 2nd } | 788 obs | 646 obs | 196 obs | 0 to 2010 | 11647 | 13332 | 14909 | 16354 | 17965 | 20650 | 22888 | 23607 | 23881 | 25158 | 28514 | 28765 | 27079 | 27783 | |||||||||||||||||||||||||||||||||||||||||
39 | ADJZ | 1228. 09.4 Recreational and cultural services CVM NAYear NSA | NSA real 2006 { 2nd } | 931 obs | 509 obs | 143 obs | 0 to 2010 | 24186 | 24205 | 24822 | 25424 | 26163 | 27406 | 28278 | 29258 | 29983 | 30521 | 30933 | 30289 | 29353 | 29622 | |||||||||||||||||||||||||||||||||||||||||
40 | ADKM | 1229. 09.5 Newspapers; books and stationery CVM NAYear NSA | NSA real 2006 { 2nd } | 675 obs | 325 obs | 100 obs | 0 to 2010 | 11703 | 11375 | 12114 | 12483 | 11959 | 11639 | 11168 | 12425 | 12888 | 13544 | 13423 | 12560 | 10941 | 10238 | |||||||||||||||||||||||||||||||||||||||||
41 | ADMI | 1230. 09.6 Package holidays CVM NAYear NSA | NSA real 2006 { 2nd } | 1312 obs | 517 obs | 146 obs | 0 to 2010 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||||||||||||||||||||||||||||||||||||
42 | ADMJ | 1231. 10 Education CVM NAYear NSA | NSA real 2006 { 2nd } | 2171 obs | 1567 obs | 597 obs | 0 to 2010 | 17889 | 17538 | 17860 | 18083 | 17240 | 17128 | 16159 | 15621 | 15522 | 15525 | 14508 | 13163 | 12480 | 12190 | |||||||||||||||||||||||||||||||||||||||||
43 | ADMK | 1232. 11 Restaurants and hotels CVM NAYear NSA | NSA real 2006 { 2nd } | 2171 obs | 1531 obs | 598 obs | 0 to 2010 | 81464 | 83932 | 84173 | 86265 | 86694 | 88762 | 89128 | 89557 | 89403 | 88453 | 88342 | 86353 | 80131 | 84204 | |||||||||||||||||||||||||||||||||||||||||
44 | ADML | 1233. 11.1 Catering services CVM NAYear NSA | NSA real 2006 { 3rd } | 755 obs | 255 obs | 194 obs | 0 to 2010 | 67444 | 70119 | 71046 | 73414 | 74536 | 76525 | 77040 | 78099 | 77870 | 76921 | 76163 | 73878 | 68316 | 70885 | |||||||||||||||||||||||||||||||||||||||||
45 | ADMM | 1234. 11.2 Accommodation services CVM NAYear NSA | NSA real 2006 { 3rd } | 311 obs | 255 obs | 203 obs | 0 to 2010 | 14276 | 14024 | 13274 | 12950 | 12217 | 12290 | 12135 | 11489 | 11565 | 11562 | 12191 | 12475 | 11815 | 13319 | |||||||||||||||||||||||||||||||||||||||||
46 | ADMN | 1235. 12 Miscellaneous goods and services CVM NAYear NSA | NSA real 2006 { 2nd } | 2517 obs | 1618 obs | 589 obs | 0 to 2010 | 79481 | 83036 | 88242 | 95657 | 101059 | 107875 | 110306 | 112540 | 115348 | 116678 | 118768 | 114082 | 109235 | 108036 | |||||||||||||||||||||||||||||||||||||||||
47 | ADMO | 1236. 12.1 Personal care CVM NAYear NSA | NSA real 2006 { 2nd } | 191 obs | 383 obs | 168 obs | 0 to 2010 | 13542 | 13946 | 14593 | 15454 | 15981 | 17972 | 19833 | 21267 | 21463 | 22123 | 22205 | 21369 | 20618 | 20773 | |||||||||||||||||||||||||||||||||||||||||
48 | ADMP | 1237. 12.3 Personal effects CVM NAYear NSA | NSA real 2006 { 2nd } | 191 obs | 255 obs | 124 obs | 0 to 2010 | 4796 | 4980 | 5192 | 5244 | 6178 | 7052 | 7355 | 7686 | 7571 | 8358 | 7719 | 7245 | 7260 | 8801 | |||||||||||||||||||||||||||||||||||||||||
49 | ADMQ | 1238. 12.4 Social protection CVM NAYear NSA | NSA real 2006 { 4th } | 191 obs | 255 obs | 124 obs | 0 to 2010 | 14858 | 13906 | 13754 | 13396 | 13065 | 12562 | 12251 | 11666 | 11553 | 11655 | 11467 | 12117 | 12522 | 12979 | |||||||||||||||||||||||||||||||||||||||||
50 | ADMR | 1239. 12.5 Insurance CVM NAYear NSA | NSA real 2006 { 5th } | -- | 255 obs | 117 obs | 0 to 2010 | 21896 | 22608 | 24446 | 26050 | 27808 | 29101 | 26712 | 26294 | 26622 | 25031 | 25787 | 22169 | 22600 | 19573 | |||||||||||||||||||||||||||||||||||||||||
51 | ADMS | 1240. 12.6 Financial services CVM NAYear NSA | NSA real 2006 { 5th } | 127 obs | 255 obs | 130 obs | 0 to 2010 | 18727 | 20989 | 23790 | 28112 | 31089 | 34327 | 36355 | 37255 | 39693 | 41655 | 43673 | 43664 | 39206 | 39270 | |||||||||||||||||||||||||||||||||||||||||
52 | ADMT | 1241. 12.7 Other services CVM NAYear NSA | NSA real 2006 { 5th } | 630 obs | 346 obs | 152 obs | 0 to 2010 | 12562 | 12552 | 11352 | 11024 | 9467 | 8519 | 8821 | 9148 | 9066 | 8159 | 8067 | 7518 | 7029 | 6640 | |||||||||||||||||||||||||||||||||||||||||
53 | ABQJ | 1242. Household final consumption expenditure :Domestic concept CVM NAYear NSA | NSA real 2006 { 2nd } | 1776 obs | 2052 obs | 626 obs | 0 to 2010 | 612385 | 639461 | 670828 | 706666 | 733190 | 765392 | 790906 | 815148 | 835256 | 851605 | 873882 | 864535 | 840439 | 853062 | |||||||||||||||||||||||||||||||||||||||||
54 | ABTC | 1243. Household final consumption expenditure :UK tourist expenditure abroad CVM NSA | NSA real 2006 { 4th } | 127 obs | 255 obs | 130 obs | 0 to 2010 | 20481 | 23464 | 27170 | 29516 | 30627 | 32663 | 32840 | 35235 | 34807 | 35813 | 37327 | 33286 | 25932 | 25039 | |||||||||||||||||||||||||||||||||||||||||
55 | CCHX | 1244. Household final consumption Exp.:Foreign tourist Exp. CVM NAYear NSA | NSA real 2006 { 4th } | 127 obs | 332 obs | 149 obs | 0 to 2010 | -17371 | -17581 | -17023 | -17242 | -15360 | -15738 | -15767 | -17202 | -18386 | -19950 | -19888 | -19797 | -19410 | -20673 | |||||||||||||||||||||||||||||||||||||||||
56 | ABPF | 1245. Household final consumption expenditure :National concept CVM NAYear NSA | NSA real 2006 { 2nd } | 2379 obs | 2336 obs | 679 obs | 0 to 2010 | 616065 | 645651 | 680852 | 718644 | 748122 | 781860 | 807653 | 832690 | 851338 | 867082 | 890872 | 878024 | 846961 | 857428 | |||||||||||||||||||||||||||||||||||||||||
Abbreviations:
NSA = not seasonally adjusted (raw data) SA = seasonally adjusted CVM = Chained Volume Measure(s) (or constant or real prices c.f. CP) | 67526 obs | 52810 obs | 18501 obs |