COVID-19 short-term forecasts Confirmed 2021-12-26 lower tier local authorities of England (with more than 5 cases in the previous week).


General information

  • Forecasts produced by Jennie Castle, Jurgen Doornik, and David Hendry, researchers at the University of Oxford. These are our forecasts, and should not be considered official forecasts from, or endorsed by, any of: University of Oxford, Oxford Martin School, Nuffield College, or Magdalen College.
  • These forecasts are short term time-series extrapolations of the data. They are not based on epidemiological modelling or simulations. All forecasts are uncertain: their success can only be determined afterwards. Many mitigation strategies are in place, which, if successful, invalidate our forecasts. An explanation of our methods is provided below.
  • A list of notes is below. The most recent note:
    [2021-04-29]The `legacy' download for areas of England is stuck at April 26, so we switched to the newer downloads. The results now include Scotland, Wales, and Northern Ireland. The map, however, only shows England.

Forecasts for districts of England, one week ahead from 2021-12-26

Peak increase in estimated trend of Confirmed in England 2021-12-26

Aberdeen CityAberdeenshireAdurAllerdaleAmber ValleyAngusAntrim and NewtownabbeyArds and North DownArgyll and ButeArmagh City and Banbridge and CraigavonArunAshfieldAshfordAylesbury ValeBaberghBarking and DagenhamBarnetBarnsleyBarrow-in-FurnessBasildonBasingstoke and DeaneBassetlawBath and North East SomersetBedfordBelfastBexleyBirminghamBlabyBlackburn with DarwenBlackpoolBlaenau GwentBolsoverBoltonBostonBournemouth Christchurch and PooleBracknell ForestBradfordBraintreeBrecklandBrentBrentwoodBridgendBrighton and HoveBristolBroadlandBromleyBromsgroveBroxbourneBroxtoweBurnleyBuryCaerphillyCalderdaleCambridgeCamdenCannock ChaseCanterburyCardiffCarlisleCarmarthenshireCastle PointCauseway Coast and GlensCentral BedfordshireCeredigionCharnwoodChelmsfordCheltenhamCherwellCheshire EastCheshire West and ChesterChesterfieldChichesterChilternChorleyCity of EdinburghClackmannanshireColchesterComhairle nan Eilean SiarConwyCopelandCorbyCornwall and Isles of ScillyCotswoldCounty DurhamCoventryCravenCrawleyCroydonDacorumDarlingtonDartfordDaventryDenbighshireDerbyDerbyshire DalesDerry City and StrabaneDoncasterDorsetDoverDudleyDumfries and GallowayDundee CityEalingEast AyrshireEast CambridgeshireEast DevonEast DunbartonshireEast HampshireEast HertfordshireEast LindseyEast LothianEast NorthamptonshireEast RenfrewshireEast Riding of YorkshireEast StaffordshireEast SuffolkEastbourneEastleighEdenElmbridgeEnfieldEpping ForestEpsom and EwellErewashExeterFalkirkFarehamFenlandFermanagh and OmaghFifeFlintshireFolkestone and HytheForest of DeanFyldeGatesheadGedlingGlasgow CityGloucesterGosportGraveshamGreat YarmouthGreenwichGuildfordGwyneddHackneyHaltonHambletonHammersmith and FulhamHarboroughHaringeyHarlowHarrogateHarrowHartHartlepoolHastingsHavantHaveringHerefordshireHertsmereHigh PeakHighlandHillingdonHinckley and BosworthHorshamHounslowHuntingdonshireHyndburnInverclydeIpswichIsle of AngleseyIsle of WightIslingtonKensington and ChelseaKetteringKing's Lynn and West NorfolkKingston upon HullKingston upon ThamesKirkleesKnowsleyLambethLancasterLeedsLeicesterLewesLewishamLichfieldLincolnLisburn and CastlereaghLiverpoolLutonMaidstoneMaldonMalvern HillsManchesterMansfieldMedwayMeltonMendipMerthyr TydfilMertonMid DevonMid SuffolkMid SussexMid UlsterMid and East AntrimMiddlesbroughMidlothianMilton KeynesMole ValleyMonmouthshireMorayNeath Port TalbotNew ForestNewark and SherwoodNewcastle upon TyneNewcastle-under-LymeNewhamNewportNewry and Mourne and DownNorth AyrshireNorth DevonNorth East DerbyshireNorth East LincolnshireNorth HertfordshireNorth KestevenNorth LanarkshireNorth LincolnshireNorth NorfolkNorth SomersetNorth TynesideNorth WarwickshireNorth West LeicestershireNorthamptonNorthumberlandNorwichNottinghamNuneaton and BedworthOadby and WigstonOldhamOrkney IslandsOxfordPembrokeshirePendlePerth and KinrossPeterboroughPlymouthPortsmouthPowysPrestonReadingRedbridgeRedcar and ClevelandRedditchReigate and BansteadRenfrewshireRhondda Cynon TafRibble ValleyRichmond upon ThamesRichmondshireRochdaleRochfordRossendaleRotherRotherhamRugbyRunnymedeRushcliffeRushmoorRutlandRyedaleSalfordSandwellScarboroughScottish BordersSedgemoorSeftonSelbySevenoaksSheffieldShetland IslandsShropshireSloughSolihullSomerset West and TauntonSouth AyrshireSouth BucksSouth CambridgeshireSouth DerbyshireSouth GloucestershireSouth HamsSouth HollandSouth KestevenSouth LakelandSouth LanarkshireSouth NorfolkSouth NorthamptonshireSouth OxfordshireSouth RibbleSouth SomersetSouth StaffordshireSouth TynesideSouthamptonSouthend-on-SeaSouthwarkSpelthorneSt AlbansSt. HelensStaffordStaffordshire MoorlandsStevenageStirlingStockportStockton-on-TeesStoke-on-TrentStratford-on-AvonStroudSunderlandSurrey HeathSuttonSwaleSwanseaSwindonTamesideTamworthTandridgeTeignbridgeTelford and WrekinTendringTest ValleyTewkesburyThanetThree RiversThurrockTonbridge and MallingTorbayTorfaenTorridgeTower HamletsTraffordTunbridge WellsUttlesfordVale of GlamorganVale of White HorseWakefieldWalsallWaltham ForestWandsworthWarringtonWarwickWatfordWaverleyWealdenWellingboroughWelwyn HatfieldWest BerkshireWest DevonWest DunbartonshireWest LancashireWest LindseyWest LothianWest OxfordshireWest SuffolkWestminsterWiganWiltshireWinchesterWindsor and MaidenheadWirralWokingWokinghamWolverhamptonWorcesterWorthingWrexhamWychavonWycombeWyreWyre ForestYork
Peak date (mm-dd)2021-09-082021-09-072021-12-22 -- --2021-11-112021-12-212021-12-222021-12-152021-12-222021-11-25 --2021-12-21 --2021-12-22 --2021-12-22 -- -- --2021-12-222021-12-21 -- --2021-12-22 -- -- -- -- --2021-10-16 -- --2021-12-232021-12-23 -- -- -- --2021-12-232021-12-232021-12-232021-12-21 -- --2021-12-21 -- -- -- -- --2021-12-23 --2021-12-212021-12-22 --2021-12-212021-12-23 -- -- --2021-12-22 --2021-12-22 -- -- -- --2021-12-23 -- --2021-12-22 -- --2021-12-202021-12-172021-12-212021-11-032021-12-23 -- --2021-11-29 --2021-07-14 --2021-12-23 -- -- --2021-10-142021-12-22 --2021-12-232021-12-23 --2021-12-22 --2021-12-22 -- --2021-11-112021-09-052021-12-232021-09-06 -- --2021-08-26 --2021-12-22 --2021-12-18 --2021-08-30 -- --2021-12-212021-12-232021-12-23 --2021-12-23 -- --2021-12-23 -- --2021-12-13 -- --2021-08-212021-09-06 -- --2021-10-19 --2021-10-232021-12-222021-08-31 --2021-10-19 --2021-12-212021-12-20 --2021-12-222021-12-15 -- --2021-12-20 --2021-12-22 -- --2021-12-23 --2021-07-132021-11-25 -- -- -- -- --2021-11-10 -- -- --2021-12-21 -- --2021-08-312021-12-212021-12-23 --2021-12-222021-12-20 -- -- --2021-12-21 -- --2021-12-212021-12-22 -- --2021-12-222021-12-21 --2021-12-212021-12-21 -- -- -- -- -- --2021-12-23 -- --2021-10-192021-12-232021-12-222021-11-252021-12-232021-12-232021-12-222021-12-212021-07-152021-12-19 -- --2021-12-222021-11-092021-12-222021-12-23 -- -- -- --2021-12-232021-12-212021-12-152021-11-25 --2021-07-112021-12-21 --2021-08-30 --2021-12-22 -- --2021-12-23 --2021-12-23 -- -- -- -- -- --2021-10-242021-12-232021-12-22 --2021-11-092021-12-222021-12-062021-12-232021-12-21 -- -- --2021-10-17 -- --2021-08-312021-12-22 --2021-12-212021-11-24 -- -- --2021-12-23 --2021-12-222021-12-232021-12-22 -- -- --2021-12-232021-12-22 --2021-12-21 -- -- --2021-12-23 --2021-11-17 --2021-12-23 --2021-10-152021-08-262021-12-23 -- -- --2021-12-012021-12-23 -- --2021-12-152021-12-222021-12-232021-12-22 --2021-10-18 --2021-07-05 -- --2021-12-222021-12-222021-12-22 -- --2021-12-232021-12-222021-12-21 --2021-07-14 -- --2021-10-152021-07-132021-12-23 -- --2021-12-23 -- -- -- --2021-11-25 --2021-12-23 --2021-10-19 -- -- -- --2021-11-24 --2021-11-232021-12-212021-12-212021-12-23 --2021-12-23 -- -- -- --2021-12-21 -- -- --2021-12-22 -- --2021-12-21 --2021-12-022021-09-022021-12-22 --2021-12-172021-12-21 --2021-12-21 -- --2021-12-22 --2021-12-232021-12-23 -- -- -- --2021-12-22 -- -- -- -- --
Peak daily increment 179 224 97 89 238 259 66 311 160 219 158 1007 335 163 715 126 69 630 915 237 281 701 1129 276 260 807 288 800 184 161 998 154 742 51 475 21 198 458 605 82 93 348 186 507 356 421 117 174 895 133 183 448 115 157 407 132 256 432 259 178 171 421 104 156 297 941 107 137 1202 201 2591 771 941 613 146 101 152 745 136 273 100 976 575 503 1561 316 178 1270 166 292 193 164 155 724 89 181 338 200 162 274 120 125 78 234 244 294 270 153 126 256 306 621 120 94 319 22 309 217 98 285 317 307 146 106 289 469 593 41 120 204 216 268 921 515 118 302 14 221 202 118 149 104 113 422 248 144 265 178 303 1354 265 444 144 208 149 339 201 428 202 416 156 249 150 136 107 1149 732 237 261 1566 235 312 58 158 283 264 175 744 260 716 224 225
Days since peak 109 110 4 45 5 4 11 4 31 5 4 4 4 5 4 71 3 3 3 3 3 5 5 3 5 4 5 3 4 4 3 4 6 9 5 53 3 27 165 3 73 4 3 3 4 4 45 112 3 111 122 4 8 118 5 3 3 3 3 13 127 111 68 64 4 117 68 5 6 4 11 6 4 3 166 31 46 5 117 5 3 4 6 5 5 4 4 5 5 5 3 68 3 4 31 3 3 4 5 164 7 4 47 4 3 3 5 11 31 168 5 118 4 3 3 63 3 4 47 4 20 3 5 70 117 4 5 32 3 4 3 4 3 4 5 3 39 3 72 122 3 25 3 11 4 3 4 69 174 4 4 4 3 4 5 165 72 166 3 3 31 3 68 32 33 5 5 3 3 5 4 5 24 115 4 9 5 5 4 3 3 4
Last total 27815 28216 9637 16741 23395 14104 27079 24910 9570 42898 25984 25091 23770 35801 12594 44765 73259 53263 13615 39804 28717 22431 33251 35214 67259 50764 213122 21050 36097 28268 13966 15326 59237 12090 74727 21950 104879 27441 19496 61567 16841 28809 51583 92557 19438 63380 19189 20325 21756 20279 41627 35861 39986 20113 41167 19570 24928 71048 19372 31373 18897 25811 53578 8026 36467 36116 18062 27171 69597 65390 18502 18054 17260 24114 76285 8903 36040 1743 16858 12426 15679 79706 11956 101964 64519 9289 22500 74905 28953 21263 24866 15268 17070 49161 10819 33703 63224 52734 18037 62591 17771 25179 70151 21429 12901 20256 19640 18098 28519 20651 14989 15817 17642 58112 23187 31232 16889 24651 7862 27369 61019 27737 15930 21884 20802 26049 18182 15704 22263 54202 26738 17870 11838 14850 39791 24439 115911 22276 14546 22476 15947 54735 25296 18318 55906 28559 13985 37966 17463 51044 19089 28337 46706 17156 19669 15808 21034 56205 25746 21129 16766 21661 58614 21439 21708 55882 29364 18015 12139 23037 9738 21514 43527 26067 19488 20947 51915 33802 81408 36491 69326 26017 162080 75862 15547 57909 19851 18912 25849 106164 45168 32363 10911 9374 123383 22035 55868 8959 17833 13866 41535 11822 13168 26318 31746 23951 30074 14688 53678 14845 13732 8664 30012 24975 22711 61715 24053 68857 29669 34973 21486 13997 18365 30673 23142 18913 68823 29120 10448 34338 42832 12443 19547 43955 56081 22544 69910 25835 12285 51099 1118 27426 17389 19046 18132 40399 45478 40158 17534 30974 30694 63692 27206 16442 30270 33465 49458 13273 36903 8041 49041 17097 15581 13187 55305 20907 15437 23985 18650 6269 7543 59889 67656 17227 12489 19453 57470 16620 22124 107479 1220 49719 30955 42469 20782 16136 13638 24822 20375 51734 11831 14546 24140 14582 58226 19241 16533 23221 22706 23397 20894 31135 46297 36595 61658 20257 29465 39936 24951 17715 16739 13792 62038 40044 50956 20478 17237 55534 16858 42596 27319 47684 37636 49196 16205 16873 18765 34151 24817 21803 14179 23419 18430 39261 23825 21463 18557 9495 64991 52419 20777 15954 25539 20940 69466 54495 55556 69406 45746 25366 19664 21055 24365 14644 23052 24548 7301 16788 22147 15702 31199 16625 23937 39468 71437 76572 20845 27786 60952 19180 29934 52016 17564 17235 26393 19373 32744 20731 16397 34996
Last daily increment 0 0 54 157 179 0 0 0 0 0 125 141 153 249 119 360 616 363 166 365 241 165 279 261 0 437 1220 163 216 240 1 87 425 52 256 192 467 251 148 571 142 0 343 792 204 567 149 156 168 132 285 0 254 139 367 170 202 1 166 0 154 0 453 0 292 310 147 200 534 627 203 84 140 222 0 0 291 0 1 137 107 563 73 544 402 71 186 558 299 93 193 108 1 330 96 0 434 204 145 442 0 0 577 0 119 141 0 113 237 145 0 106 0 471 106 248 111 191 66 169 524 240 128 177 130 0 148 142 0 0 0 123 46 144 248 194 0 140 109 190 96 524 176 0 422 252 124 312 155 409 157 194 428 143 93 84 140 503 200 179 116 0 503 164 175 430 255 110 0 168 0 56 383 168 156 203 399 290 547 302 483 261 1165 452 123 503 142 149 0 819 298 232 69 67 852 115 425 70 99 0 366 85 100 244 0 0 148 0 401 101 0 0 0 197 168 408 161 586 0 0 0 72 173 191 193 169 0 183 84 244 370 59 135 220 484 203 422 170 77 330 0 125 0 102 0 182 314 193 0 195 182 465 165 117 251 0 2 112 208 38 343 183 108 72 455 140 145 184 114 55 70 437 362 96 0 144 456 140 141 826 0 400 198 290 177 0 79 210 136 397 97 72 170 123 0 208 97 188 197 152 179 227 307 262 379 183 212 356 196 94 131 0 499 282 318 182 131 348 128 395 158 0 339 345 123 110 131 242 154 175 103 233 148 379 191 119 1 54 475 374 152 165 1 183 488 373 444 510 414 186 143 135 164 80 162 205 47 0 203 118 0 123 151 279 604 613 185 201 525 153 209 394 145 100 3 152 209 216 108 348
Last week 307 293 543 789 1194 120 755 836 89 853 987 1229 1177 1841 837 3160 5045 2070 1013 2698 1736 873 1685 1913 2096 4134 8768 1184 1380 1287 348 673 3064 395 3480 1487 3089 1733 994 4509 1187 1113 3540 5561 1414 5380 1019 1411 1392 859 2397 1197 1855 1236 3101 1021 1456 3308 700 1001 1159 602 3349 596 1996 2460 974 1509 4479 3865 1115 870 1059 1545 1062 92 2166 25 883 883 722 3066 687 3379 3338 477 1424 6383 2146 707 1736 740 802 2539 664 914 2568 2445 999 2882 129 201 4612 235 694 916 243 990 2202 780 131 832 226 2588 891 1991 787 1406 308 1945 4435 1915 1180 1264 891 247 917 754 536 567 1098 957 442 844 1486 1604 1409 946 647 1321 721 4606 1497 928 4107 1524 711 2764 955 4102 1311 1390 3183 1032 543 591 1020 4233 1114 1463 880 170 3802 1112 1360 3549 1861 751 147 1386 481 688 3494 1961 913 1041 1887 2420 3461 1929 5738 1728 7976 3268 986 5297 1037 962 841 5848 2067 1976 755 425 7490 1002 3553 486 861 564 3319 433 855 1820 684 526 814 161 3149 944 505 122 859 1345 1227 2477 1018 4671 1265 865 186 439 995 1281 1550 1058 827 1158 610 1617 1963 544 976 1725 2504 1470 3627 1139 583 2551 22 1464 776 682 195 1583 1959 1652 602 1460 1554 4093 841 709 2174 379 1972 774 2632 307 2486 1337 774 639 2645 1117 1082 1473 986 404 465 3903 2569 626 201 779 3180 928 1360 5218 36 2360 1244 2182 1004 171 775 1694 1069 2551 514 547 1230 898 802 1390 807 1433 1480 963 1068 1162 2331 2521 5265 1478 2079 2346 1454 757 1080 212 4268 1698 2117 1197 780 1822 1064 3413 1331 1691 2017 3103 698 1170 730 1386 1153 1271 713 1256 1180 3018 1640 713 751 297 4463 3353 1216 1311 1091 1308 2968 2240 3996 5399 2784 1498 1182 1187 1409 608 1497 1373 275 196 1436 766 368 964 1173 2958 4233 3971 1303 1786 3484 1177 1980 2216 925 1017 883 960 1833 1002 700 2317
Previous peak date2021-06-292021-06-292021-07-152021-07-152021-07-152021-06-292021-06-06 --2021-09-01 --2021-07-152021-10-06 -- --2021-07-14 --2021-07-162021-07-142021-10-042021-07-152021-07-152021-07-142021-10-19 --2021-07-202021-07-162021-07-15 --2021-06-142021-07-15 -- --2021-07-15 --2021-07-202021-07-152021-07-152021-07-15 --2021-07-152021-07-15 --2021-07-152021-07-15 --2021-07-142021-07-152021-07-162021-07-132021-07-152021-07-152021-10-192021-10-112021-08-052021-07-162021-10-12 -- --2021-07-15 --2021-07-15 --2021-07-152021-10-18 --2021-07-152021-10-18 --2021-07-152021-07-152021-07-152021-07-152021-10-192021-07-152021-08-302021-09-012021-07-15 -- --2021-07-15 --2021-08-172021-10-18 --2021-07-152021-07-152021-07-162021-07-152021-07-152021-07-132021-07-16 --2021-07-14 --2021-10-112021-08-212021-07-15 -- --2021-07-152021-08-242021-06-29 --2021-06-282021-07-152021-08-172021-06-292021-07-152021-07-15 --2021-08-312021-07-152021-06-292021-07-15 -- --2021-07-15 --2021-07-15 -- --2021-07-152021-07-132021-07-152021-08-182021-09-022021-07-152021-10-13 --2021-06-29 --2021-07-152021-07-142021-07-142021-07-122021-07-142021-06-292021-07-15 --2021-07-162021-07-152021-07-15 -- --2021-07-15 --2021-07-152021-07-15 --2021-07-172021-07-15 -- -- -- --2021-08-24 --2021-07-152021-07-15 --2021-10-142021-09-02 --2021-07-152021-07-15 -- --2021-07-052021-06-292021-10-042021-10-04 --2021-07-15 --2021-09-212021-07-152021-07-15 --2021-10-12 --2021-07-152021-07-162021-07-15 --2021-07-112021-07-162021-07-152021-07-29 -- -- --2021-07-162021-07-162021-07-152021-07-152021-08-182021-07-162021-07-132021-07-152021-09-18 --2021-08-17 --2021-07-15 -- -- --2021-09-02 --2021-07-15 --2021-07-122021-09-15 --2021-07-152021-07-122021-07-15 -- -- --2021-09-032021-08-172021-07-15 -- -- -- --2021-09-29 --2021-10-182021-07-142021-07-142021-07-14 --2021-07-142021-08-042021-07-152021-07-15 --2021-07-15 --2021-06-29 -- --2021-06-29 --2021-07-15 -- -- --2021-10-18 --2021-07-15 --2021-07-152021-06-292021-09-192021-06-152021-07-162021-07-142021-07-142021-07-152021-07-072021-07-16 --2021-09-21 --2021-07-152021-07-15 -- --2021-07-15 --2021-07-142021-09-012021-08-17 -- --2021-07-162021-07-15 --2021-07-15 --2021-07-142021-08-172021-06-292021-07-15 --2021-07-142021-07-152021-08-17 -- --2021-10-042021-08-312021-10-182021-07-162021-07-142021-07-152021-07-15 -- --2021-07-162021-07-152021-07-152021-07-152021-07-15 --2021-09-212021-07-15 --2021-09-022021-07-15 --2021-07-14 --2021-07-16 --2021-07-152021-07-142021-07-152021-10-042021-10-182021-07-152021-07-012021-07-152021-08-172021-07-152021-07-142021-07-142021-08-052021-08-182021-07-162021-07-152021-07-152021-07-152021-10-192021-08-172021-07-152021-10-05 --2021-07-15 --2021-07-152021-07-14 --2021-07-162021-07-142021-07-152021-10-182021-07-162021-07-142021-07-152021-10-112021-07-152021-10-182021-08-172021-06-292021-07-15 --2021-09-022021-07-15 --2021-07-152021-07-152021-10-172021-10-19 -- -- --2021-10-18 --2021-07-142021-07-15 -- --2021-07-152021-07-142021-07-162021-07-11
Previous peak daily increment 141 86 53 115 116 89 5 97 127 119 57 260 292 70 163 152 144 286 379 197 1015 124 165 217 293 123 489 110 176 68 218 669 258 104 78 97 78 158 249 177 72 159 106 115 128 255 67 169 203 269 245 95 80 125 135 567 69 142 134 708 109 376 53 101 239 127 140 92 86 67 202 400 269 137 188 74 51 139 81 71 122 100 63 66 327 61 22 105 58 118 130 185 72 91 241 80 56 89 274 130 455 95 63 113 163 229 90 156 152 64 54 157 89 90 203 94 90 75 54 161 64 189 153 81 247 317 301 121 707 51 213 84 99 120 49 47 442 96 181 40 71 72 72 101 115 56 31 184 134 384 120 164 84 113 176 291 242 77 102 368 95 264 168 272 143 118 343 145 297 130 135 268 42 140 67 228 88 77 49 127 122 70 253 115 78 123 96 524 185 304 92 41 49 74 345 86 92 470 128 68 77 101 106 198 186 243 70 131 154 77 91 257 248 69 57 145 125 270 329 219 84 68 143 160 116 108 39 103 87 106 119 131 134 61 226 286 67 86 370 154 313 195 144 78 76 94 99 102 193 70 65 94 207 65 138 380 676 149 174 114 66 126 128 79 140
Low between peaks 35 35 16 14 2 28 49 18 128 51 54 179 124 75 22 83 100 115 35 58 24 129 30 157 19 64 227 16 43 39 41 63 56 26 23 17 57 36 17 25 23 80 75 19 75 51 129 40 76 57 54 75 18 59 18 53 30 51 74 42 20 66 43 48 31 30 20 36 31 2 71 41 32 22 51 19 108 49 34 126 61 17 17 58 53 104 35 33 38 17 22 34 120 56 28 35 42 65 30 49 27 45 25 24 134 34 35 15 51 29 72 125 94 30 47 17 23 42 71 24 58 69

Confirmed count forecast England (bold red line in graphs) 2021-12-27 to 2022-01-02

DateAberdeen CityAberdeenshireAdurAllerdaleAmber ValleyAngusAntrim and NewtownabbeyArds and North DownArgyll and ButeArmagh City and Banbridge and CraigavonArunAshfieldAshfordAylesbury ValeBaberghBarking and DagenhamBarnetBarnsleyBarrow-in-FurnessBasildonBasingstoke and DeaneBassetlawBath and North East SomersetBedfordBelfastBexleyBirminghamBlabyBlackburn with DarwenBlackpoolBlaenau GwentBolsoverBoltonBostonBournemouth Christchurch and PooleBracknell ForestBradfordBraintreeBrecklandBrentBrentwoodBridgendBrighton and HoveBristolBroadlandBromleyBromsgroveBroxbourneBroxtoweBurnleyBuryCaerphillyCalderdaleCambridgeCamdenCannock ChaseCanterburyCardiffCarlisleCarmarthenshireCastle PointCauseway Coast and GlensCentral BedfordshireCeredigionCharnwoodChelmsfordCheltenhamCherwellCheshire EastCheshire West and ChesterChesterfieldChichesterChilternChorleyCity of EdinburghClackmannanshireColchesterComhairle nan Eilean SiarConwyCopelandCorbyCornwall and Isles of ScillyCotswoldCounty DurhamCoventryCravenCrawleyCroydonDacorumDarlingtonDartfordDaventryDenbighshireDerbyDerbyshire DalesDerry City and StrabaneDoncasterDorsetDoverDudleyDumfries and GallowayDundee CityEalingEast AyrshireEast CambridgeshireEast DevonEast DunbartonshireEast HampshireEast HertfordshireEast LindseyEast LothianEast NorthamptonshireEast RenfrewshireEast Riding of YorkshireEast StaffordshireEast SuffolkEastbourneEastleighEdenElmbridgeEnfieldEpping ForestEpsom and EwellErewashExeterFalkirkFarehamFenlandFermanagh and OmaghFifeFlintshireFolkestone and HytheForest of DeanFyldeGatesheadGedlingGlasgow CityGloucesterGosportGraveshamGreat YarmouthGreenwichGuildfordGwyneddHackneyHaltonHambletonHammersmith and FulhamHarboroughHaringeyHarlowHarrogateHarrowHartHartlepoolHastingsHavantHaveringHerefordshireHertsmereHigh PeakHighlandHillingdonHinckley and BosworthHorshamHounslowHuntingdonshireHyndburnInverclydeIpswichIsle of AngleseyIsle of WightIslingtonKensington and ChelseaKetteringKing's Lynn and West NorfolkKingston upon HullKingston upon ThamesKirkleesKnowsleyLambethLancasterLeedsLeicesterLewesLewishamLichfieldLincolnLisburn and CastlereaghLiverpoolLutonMaidstoneMaldonMalvern HillsManchesterMansfieldMedwayMeltonMendipMerthyr TydfilMertonMid DevonMid SuffolkMid SussexMid UlsterMid and East AntrimMiddlesbroughMidlothianMilton KeynesMole ValleyMonmouthshireMorayNeath Port TalbotNew ForestNewark and SherwoodNewcastle upon TyneNewcastle-under-LymeNewhamNewportNewry and Mourne and DownNorth AyrshireNorth DevonNorth East DerbyshireNorth East LincolnshireNorth HertfordshireNorth KestevenNorth LanarkshireNorth LincolnshireNorth NorfolkNorth SomersetNorth TynesideNorth WarwickshireNorth West LeicestershireNorthamptonNorthumberlandNorwichNottinghamNuneaton and BedworthOadby and WigstonOldhamOrkney IslandsOxfordPembrokeshirePendlePerth and KinrossPeterboroughPlymouthPortsmouthPowysPrestonReadingRedbridgeRedcar and ClevelandRedditchReigate and BansteadRenfrewshireRhondda Cynon TafRibble ValleyRichmond upon ThamesRichmondshireRochdaleRochfordRossendaleRotherRotherhamRugbyRunnymedeRushcliffeRushmoorRutlandRyedaleSalfordSandwellScarboroughScottish BordersSedgemoorSeftonSelbySevenoaksSheffieldShetland IslandsShropshireSloughSolihullSomerset West and TauntonSouth AyrshireSouth BucksSouth CambridgeshireSouth DerbyshireSouth GloucestershireSouth HamsSouth HollandSouth KestevenSouth LakelandSouth LanarkshireSouth NorfolkSouth NorthamptonshireSouth OxfordshireSouth RibbleSouth SomersetSouth StaffordshireSouth TynesideSouthamptonSouthend-on-SeaSouthwarkSpelthorneSt AlbansSt. HelensStaffordStaffordshire MoorlandsStevenageStirlingStockportStockton-on-TeesStoke-on-TrentStratford-on-AvonStroudSunderlandSurrey HeathSuttonSwaleSwanseaSwindonTamesideTamworthTandridgeTeignbridgeTelford and WrekinTendringTest ValleyTewkesburyThanetThree RiversThurrockTonbridge and MallingTorbayTorfaenTorridgeTower HamletsTraffordTunbridge WellsUttlesfordVale of GlamorganVale of White HorseWakefieldWalsallWaltham ForestWandsworthWarringtonWarwickWatfordWaverleyWealdenWellingboroughWelwyn HatfieldWest BerkshireWest DevonWest DunbartonshireWest LancashireWest LindseyWest LothianWest OxfordshireWest SuffolkWestminsterWiganWiltshireWinchesterWindsor and MaidenheadWirralWokingWokinghamWolverhamptonWorcesterWorthingWrexhamWychavonWycombeWyreWyre ForestYork
2021-12-26 27815 28216 9637 16741 23395 14104 27079 24910 9570 42898 25984 25091 23770 35801 12594 44765 73259 53263 13615 39804 28717 22431 33251 35214 67259 50764 213122 21050 36097 28268 13966 15326 59237 12090 74727 21950 104879 27441 19496 61567 16841 28809 51583 92557 19438 63380 19189 20325 21756 20279 41627 35861 39986 20113 41167 19570 24928 71048 19372 31373 18897 25811 53578 8026 36467 36116 18062 27171 69597 65390 18502 18054 17260 24114 76285 8903 36040 1743 16858 12426 15679 79706 11956 101964 64519 9289 22500 74905 28953 21263 24866 15268 17070 49161 10819 33703 63224 52734 18037 62591 17771 25179 70151 21429 12901 20256 19640 18098 28519 20651 14989 15817 17642 58112 23187 31232 16889 24651 7862 27369 61019 27737 15930 21884 20802 26049 18182 15704 22263 54202 26738 17870 11838 14850 39791 24439 115911 22276 14546 22476 15947 54735 25296 18318 55906 28559 13985 37966 17463 51044 19089 28337 46706 17156 19669 15808 21034 56205 25746 21129 16766 21661 58614 21439 21708 55882 29364 18015 12139 23037 9738 21514 43527 26067 19488 20947 51915 33802 81408 36491 69326 26017 162080 75862 15547 57909 19851 18912 25849 106164 45168 32363 10911 9374 123383 22035 55868 8959 17833 13866 41535 11822 13168 26318 31746 23951 30074 14688 53678 14845 13732 8664 30012 24975 22711 61715 24053 68857 29669 34973 21486 13997 18365 30673 23142 18913 68823 29120 10448 34338 42832 12443 19547 43955 56081 22544 69910 25835 12285 51099 1118 27426 17389 19046 18132 40399 45478 40158 17534 30974 30694 63692 27206 16442 30270 33465 49458 13273 36903 8041 49041 17097 15581 13187 55305 20907 15437 23985 18650 6269 7543 59889 67656 17227 12489 19453 57470 16620 22124 107479 1220 49719 30955 42469 20782 16136 13638 24822 20375 51734 11831 14546 24140 14582 58226 19241 16533 23221 22706 23397 20894 31135 46297 36595 61658 20257 29465 39936 24951 17715 16739 13792 62038 40044 50956 20478 17237 55534 16858 42596 27319 47684 37636 49196 16205 16873 18765 34151 24817 21803 14179 23419 18430 39261 23825 21463 18557 9495 64991 52419 20777 15954 25539 20940 69466 54495 55556 69406 45746 25366 19664 21055 24365 14644 23052 24548 7301 16788 22147 15702 31199 16625 23937 39468 71437 76572 20845 27786 60952 19180 29934 52016 17564 17235 26393 19373 32744 20731 16397 34996
2021-12-27 27850 28230 9671 16860 23660 14110 27130 24990 9576 42940 26120 25230 23940 36210 12690 45530 73830 53520 13780 40560 28960 22570 33520 35740 67390 50760 215200 21200 36290 28320 13980 15430 59240 12150 74920 22460 105600 27800 19700 62350 16950 28910 52040 93700 19660 63930 19360 20430 21910 20380 42220 35910 40290 20140 41550 19740 25020 71260 19480 31390 19180 25830 54350 8055 36920 36500 18240 27430 69910 66270 18720 18280 17490 24110 76360 8924 36540 1751 16900 12560 15800 79820 12050 102500 64960 9367 22630 78080 29690 21390 25190 15420 17110 49480 11020 33800 63670 53230 18230 63070 17800 25210 70600 21440 13060 20340 19650 18150 28780 20760 15000 15950 17710 58550 23320 31600 16990 24750 7900 27480 62090 28110 16270 22150 20860 26110 18350 15800 22290 54270 26800 18150 11900 14980 40050 24600 116100 22410 14630 22640 16060 55340 25440 18330 56160 28770 14120 39010 17600 51530 19480 28490 47120 17300 19750 15890 21220 56530 25900 21420 16890 21670 59210 21620 21710 56720 29450 18120 12140 23230 9738 21640 43990 26190 19680 21140 52210 34320 81700 36750 69950 26310 163000 76520 15680 58450 20030 19060 25900 107200 45170 32690 11240 9432 124800 22130 55870 9037 17940 13890 41860 11850 13260 26600 31770 23980 30190 14720 54310 15010 13760 8671 30050 25090 22980 62100 24370 68860 29720 35030 21560 14070 18460 30800 23380 19130 68940 29300 10500 34610 43110 12540 19640 44320 56580 22950 70700 26050 12370 51790 1137 27810 17430 19170 18140 40540 45700 40230 17580 31230 31050 65270 27340 16540 30410 33500 49540 13430 37160 8078 49110 17380 15800 13230 56140 21050 15600 24060 18790 6331 7643 60510 68110 17360 12510 19560 57470 16620 22290 108700 1227 49990 31160 42950 20950 16150 13640 24850 20510 52130 11920 14590 24320 14700 58290 19440 16660 23440 22970 23530 21030 31370 46640 37450 62200 20390 29640 40250 25080 17800 16950 13800 63090 40310 51240 20680 17350 55830 17010 43120 27660 47760 37960 49480 16280 17010 18880 34150 24930 21920 14270 23660 18430 39940 24200 21560 18610 9572 65440 52820 20950 16460 25590 21320 69740 55090 56540 69690 46220 25650 20110 21360 24420 14690 23300 24780 7346 16810 22340 15780 31220 16760 24230 39790 72130 77180 21160 28020 61610 19390 30360 52360 17740 17330 26460 19570 32900 20870 16530 35550
2021-12-28 27880 28240 9676 16970 23900 14110 27160 25030 9576 42950 26240 25370 24010 36590 12770 46540 74450 53910 13960 41260 29200 22720 33780 36210 67450 51160 217300 21350 36510 28490 13990 15550 59340 12230 75170 22820 106300 28180 19900 63050 17100 28980 52510 94800 19960 64570 19540 20840 22100 20540 42640 35950 40560 20260 42000 19880 25020 71480 19580 31590 19450 25830 55100 8092 37410 36890 18410 27680 70320 67030 18950 18450 17690 24300 76520 8948 36910 1784 16950 12650 15930 80190 12160 103000 65400 9467 22850 80310 30320 21510 25490 15570 17150 49790 11190 33830 64120 53690 18420 63510 17820 25220 71130 21440 13220 20440 19660 18280 29050 20880 15000 16070 17770 59150 23460 31880 17040 24750 7900 27690 63540 28410 16560 22450 20960 26140 18540 15900 22300 54390 26920 18380 11950 15120 40270 24840 116300 22490 14640 22800 16160 55900 25570 18380 56220 29030 14270 39710 17740 52000 19820 28790 47540 17340 19840 15960 21390 57290 26100 21710 17030 21670 59880 21760 21850 57350 29670 18260 12160 23410 9755 21770 44660 26350 19880 21330 52520 34810 82200 36980 70740 26680 164100 77150 15750 59130 20210 19220 25920 108100 45340 33000 11480 9439 126100 22250 56200 9113 18010 13910 42270 11900 13330 26890 31780 24030 30320 14750 54850 15180 13790 8671 30100 25100 23210 62440 24640 69970 29780 35110 21580 14170 18660 30970 23620 19370 69040 29490 10510 34890 43460 12640 19780 44630 57140 23450 71490 26260 12460 52480 1145 28140 17490 19270 18140 40690 46020 40430 17610 31460 31410 66340 27460 16660 30410 33550 49630 13610 37450 8089 49430 17640 16000 13300 56730 21230 15790 24180 18920 6396 7739 61050 68530 17490 12550 19600 57640 16710 22460 110000 1240 50430 31370 43580 21100 16150 13680 25000 20710 52500 12030 14610 24560 14840 58400 19630 16790 23570 23200 23600 21180 31560 46970 38160 62830 20580 29790 40520 25280 17870 17100 13810 64070 40560 51620 20870 17390 56070 17160 43640 27940 47810 38290 49800 16410 17200 18980 34330 25050 22070 14320 23920 18520 40720 24520 21670 18630 9654 65850 53220 21140 16890 25620 21580 70180 55510 57380 70230 46660 25900 20400 21600 24630 14770 23520 25020 7413 16840 22510 15900 31230 16820 24480 40230 72880 77800 21430 28270 62170 19580 30650 52710 17940 17430 26560 19720 33140 21040 16670 36080
2021-12-29 27920 28240 9699 17110 24170 14110 27200 25130 9576 42960 26370 25510 24130 36980 12860 47540 75050 54400 14130 41980 29440 22860 34040 36750 67530 51630 219300 21490 36780 28640 14000 15660 59510 12290 75520 23220 107000 28580 20130 63790 17280 29080 53060 96000 20330 65230 19730 21300 22280 20740 43110 35990 40890 20370 42400 20020 25020 71690 19710 31750 19730 25850 55870 8118 37940 37260 18590 27950 70810 67950 19180 18620 17890 24450 76620 8948 37270 1805 17010 12750 16080 80630 12270 103600 65890 9548 23090 82900 30950 21620 25780 15740 17190 50090 11380 33900 64580 54200 18580 64000 17820 25220 71710 21440 13370 20580 19660 18390 29330 21010 15010 16220 17770 59790 23640 32240 17110 24750 7908 27860 65170 28730 16800 22770 21070 26140 18720 16010 22320 54390 27020 18600 12010 15270 40530 25090 116300 22590 14690 22960 16270 56370 25710 18450 56440 29380 14450 40330 17910 52470 20210 29060 47970 17430 19920 16030 21610 58190 26300 21970 17180 21670 60580 21920 22040 58050 29940 18410 12160 23620 9794 21910 45210 26470 20090 21530 52890 35210 82650 37220 71440 27010 165200 77860 15840 59780 20430 19380 25950 109100 45490 33300 11710 9469 127500 22360 56540 9199 18100 13930 42690 11960 13410 27180 31790 24090 30460 14760 55460 15340 13820 8671 30130 25170 23470 62860 24930 71200 29820 35210 21580 14260 18870 31180 23860 19630 69100 29670 10540 35150 43840 12740 19930 44960 57690 23950 72260 26470 12560 53350 1150 28470 17530 19400 18140 40880 46350 40670 17650 31720 31750 67560 27580 16790 30450 33550 49690 13800 37710 8111 49820 17960 16210 13400 57450 21410 15960 24370 19060 6459 7830 61590 68980 17610 12560 19670 57970 16790 22620 111400 1250 50900 31580 44140 21260 16150 13740 25210 20920 52870 12130 14640 24770 14990 58410 19830 16950 23740 23450 23700 21360 31780 47320 38900 63400 20800 29940 40800 25570 17940 17270 13820 65110 40850 52010 21090 17460 56330 17310 44220 28250 47880 38600 50210 16540 17390 19080 34480 25170 22270 14390 24200 18620 41520 24860 21770 18640 9731 66160 53700 21300 17340 25640 21890 70670 56050 58130 70660 47160 26170 20730 21820 24890 14870 23730 25250 7468 16840 22680 16040 31250 16910 24740 40590 73600 78410 21700 28500 62800 19770 31010 53100 18130 17550 26630 19900 33410 21220 16810 36740
2021-12-30 27950 28250 9731 17230 24440 14110 27240 25210 9576 42980 26500 25650 24260 37330 12950 48530 75630 54820 14290 42630 29680 23000 34300 37310 67620 52410 221100 21630 37030 28800 14010 15760 59640 12360 75840 23680 107700 28960 20400 64520 17440 29150 53570 97100 20660 65820 19910 21790 22480 20940 43580 36030 41210 20520 42790 20180 25070 71980 19830 31930 19990 25870 56580 8148 38530 37650 18750 28240 71280 68820 19390 18780 18070 24570 76690 8948 37640 1821 17060 12860 16200 81090 12370 104100 66340 9629 23330 86060 31650 21750 26080 15910 17210 50400 11540 33960 64990 54740 18740 64500 17840 25220 72230 21440 13520 20710 19670 18480 29620 21130 15010 16360 17770 60430 23810 32580 17200 24800 7931 28010 67060 29030 17010 23060 21180 26140 18890 16120 22340 54390 27120 18810 12070 15400 40780 25380 116300 22700 14740 23110 16370 56840 25820 18480 56720 29630 14620 40880 18090 52940 20620 29380 48480 17540 20000 16100 21770 59430 26510 22200 17320 21670 61230 22090 22260 58780 30220 18550 12160 23860 9808 22040 45720 26560 20300 21760 53190 35650 83070 37460 72080 27340 166400 78590 15960 60350 20640 19530 25980 110200 45590 33650 11940 9509 129000 22480 56950 9278 18200 13950 43150 12020 13500 27470 31810 24140 30590 14760 56010 15490 13850 8671 30170 25260 23730 63310 25190 72350 29880 35260 21580 14330 19030 31380 24110 19870 69100 29840 10580 35410 44220 12840 20100 45280 58300 24690 72990 26670 12680 54300 1156 28770 17570 19530 18140 41070 46680 40900 17680 31980 32100 69190 27710 16910 30550 33550 49770 13970 37980 8140 50120 18250 16460 13480 58150 21620 16120 24600 19200 6522 7908 62100 69400 17740 12560 19760 58280 16890 22780 112200 1259 51350 31790 44660 21440 16150 13800 25390 21120 53250 12230 14680 25010 15110 58410 20020 17080 23930 23640 23820 21510 32000 47660 39770 63960 21060 30100 41080 25860 18020 17450 13820 66080 41120 52400 21270 17550 56590 17480 44690 28560 47960 38910 50600 16650 17630 19180 34680 25290 22490 14470 24440 18800 42560 25150 21860 18670 9802 66480 54070 21470 17760 25680 22170 71110 56590 58850 71040 47650 26450 21130 22010 25100 14970 23980 25480 7518 16840 22860 16160 31260 17020 25000 40940 74300 79010 21940 28710 63360 19970 31400 53460 18310 17720 26700 20050 33710 21390 16940 37350
2021-12-31 27980 28260 9765 17370 24780 14110 27240 25210 9576 43000 26640 25790 24400 37650 13050 49480 76220 55120 14450 43410 29920 23140 34560 37560 67720 52540 222200 21780 37190 29010 14030 15870 59690 12430 76160 23890 108100 29220 20540 65300 17580 29240 54060 99000 20750 66390 20030 22330 22660 21090 44010 36080 41520 20630 43180 20330 25140 72060 19950 32020 20300 25880 57360 8178 38890 38030 18920 28540 71670 69460 19610 18930 18230 24710 76760 8948 37980 1835 17100 12980 16330 81500 12470 104600 66700 9703 23660 86800 32130 21870 26350 16050 17220 50710 11750 33990 65410 55190 18910 64960 17870 25220 72640 21440 13650 20840 19670 18600 29840 21260 15020 16490 17770 60960 23940 32840 17290 24870 7957 28140 67930 29310 17220 23350 21270 26140 19060 16240 22360 54390 27140 19040 12130 15500 41010 25810 116300 22820 14800 23270 16480 57350 25930 18520 57010 29860 14720 41330 18230 53420 20900 29580 48960 17660 20080 16180 21930 59660 26720 22460 17440 21670 61940 22250 22350 59490 30470 18710 12160 24020 9823 22140 46210 26640 20520 21970 53480 35950 83510 37710 72720 27700 167300 79060 16070 60760 20860 19670 26010 111200 45590 33940 12190 9553 130100 22600 56990 9343 18310 13970 43470 12080 13580 27750 31820 24140 30740 14760 56780 15620 13880 8671 30210 25360 24040 63740 25370 74050 29930 35260 21580 14410 19190 31590 24350 20020 69100 30020 10630 35680 44650 12930 20290 45550 58730 24690 73560 26880 12830 54920 1164 29070 17620 19640 18140 41230 46960 41170 17690 32210 32480 69770 27830 17050 30670 33550 49860 14180 38250 8170 50320 18670 16670 13590 58530 21770 16290 24940 19330 6584 8002 62540 69830 17860 12560 19840 58580 16960 22940 113100 1267 51770 31990 45160 21600 16150 13860 25580 21280 53630 12320 14720 25170 15250 58410 20210 17190 24120 23790 23930 21670 32210 48010 40210 64510 21450 30260 41380 26060 18100 17620 13830 66530 41390 52740 21450 17640 56860 17650 45170 28750 48040 39220 50950 16740 17660 19280 34830 25400 22620 14550 24730 18800 42970 25360 21960 18690 9858 66760 54510 21610 18290 25720 22430 71530 56930 59370 71400 48090 26720 21240 22260 25290 15100 24190 25710 7567 16840 23040 16320 31270 17140 25190 41280 74990 79620 22150 28900 63910 20150 31920 53820 18530 17800 26730 20210 33950 21560 17080 37800
2022-01-01 28010 28270 9804 17460 25010 14110 27240 25210 9576 43020 26770 25930 24560 37900 13150 49640 76800 55420 14620 43850 30160 23270 34820 37850 67820 53340 223100 21930 37330 29230 14040 15970 59930 12470 76330 24130 108600 29440 20680 65700 17700 29280 54280 100100 20900 66660 20170 22640 22780 21230 44260 36130 41730 20660 43560 20490 25230 72220 20040 32080 20460 25900 57850 8207 39260 38240 19010 28740 72050 70340 19830 19010 18320 24930 76810 8948 38250 1846 17150 13100 16400 81780 12570 104900 67070 9747 23870 87170 32600 21960 26520 16150 17250 51010 11900 34000 65760 55490 19010 65260 17880 25220 72970 21440 13720 20910 19670 18660 30020 21350 15020 16570 17770 61360 24020 33010 17380 24970 7988 28220 67930 29440 17380 23540 21340 26140 19230 16360 22380 54390 27140 19190 12190 15670 41200 26040 116300 22940 14870 23430 16580 57520 25980 18520 57330 30040 14820 41510 18330 53900 21150 29740 49310 17780 20160 16260 22030 60280 26890 22600 17500 21670 62360 22430 22430 59910 30610 18820 12160 24120 9823 22200 46680 26640 20690 22100 53690 36150 83920 37960 73340 27930 168200 79420 16200 61260 21030 19820 26040 111800 45760 34110 12370 9604 130800 22690 57140 9392 18410 13990 43780 12130 13660 28040 31840 24140 30840 14760 57220 15670 13910 8671 30250 25470 24190 63990 25480 74780 29990 35270 21580 14480 19350 31730 24480 20160 69100 30200 10680 35940 45000 12990 20420 45740 59170 24690 74020 27090 12920 55550 1164 29260 17670 19710 18150 41340 47160 41300 17710 32360 32670 69970 27950 17160 30810 33550 49950 14320 38520 8203 50670 18910 16810 13650 58880 21900 16450 25100 19470 6647 8070 62950 70120 17990 12560 19940 58630 17020 23100 114800 1275 52090 32130 45650 21710 16150 13890 25660 21390 54010 12400 14770 25300 15370 58410 20400 17290 24330 24060 24060 21810 32380 48240 40420 65060 21670 30430 41670 26270 18180 17710 13830 66990 41610 52940 21580 17740 57120 17730 45430 28760 48130 39530 51210 16820 17690 19390 34930 25510 22720 14630 24940 18800 43400 25550 22060 18700 9901 66760 54820 21740 18610 25770 22620 71890 57260 59690 71740 48370 26860 21360 22340 25440 15180 24300 25930 7612 16840 23220 16430 31280 17270 25340 41620 75680 80230 22320 29020 64380 20250 32140 54090 18690 17810 26760 20330 34120 21720 17210 38220
2022-01-02 28040 28280 9844 17600 25120 14110 27260 25220 9576 43040 26910 26070 24710 38120 13240 49640 77390 55690 14780 44060 30400 23410 35080 38030 67920 53340 224400 22080 37520 29390 14050 16080 60490 12510 76660 24220 108900 29720 20800 66260 17830 29310 54660 100600 21120 67320 20290 22640 22960 21290 44560 36180 42000 20810 43930 20650 25320 72350 20170 32180 20560 25910 58150 8237 39470 38550 19140 28910 72630 70620 20040 19110 18460 25140 76850 8948 38510 1856 17200 13220 16490 82250 12670 105300 67470 9812 24000 87170 32750 22050 26730 16240 17280 51320 11950 34010 66140 55630 19140 65680 17880 25220 73560 21440 13810 21030 19680 18780 30290 21480 15030 16670 17770 61730 24110 33260 17480 25070 8021 28450 67930 29670 17510 23680 21460 26140 19390 16460 22400 54390 27140 19250 12250 15760 41410 26160 116300 23060 14950 23590 16690 58150 26180 18540 57670 30260 14920 41920 18460 54390 21230 29920 49740 17910 20240 16340 22160 60650 27030 22780 17620 21670 62820 22600 22640 60330 30830 18890 12160 24280 9826 22270 47150 26810 20800 22280 54010 36450 84370 38210 73960 28150 169300 79840 16330 61840 21140 19970 26070 112700 46160 34350 12410 9658 131700 22810 57780 9456 18530 14020 44160 12190 13750 28330 31860 24140 30960 14760 57480 15790 13940 8671 30290 25590 24310 64360 25670 74780 30040 35270 21580 14550 19470 31900 24670 20300 69100 30370 10730 36200 45260 13040 20520 45950 59500 24690 74420 27300 12960 55550 1166 29410 17710 19800 18150 41530 47450 41480 17740 32570 32810 69970 28080 17250 30960 33550 50030 14380 38790 8238 51040 19020 16840 13720 59210 22040 16620 25250 19610 6709 8135 63430 70470 18120 12570 20040 59240 17220 23260 114900 1282 52410 32320 46140 21860 16150 13970 25850 21530 54390 12490 14820 25450 15460 58410 20590 17390 24540 24210 24180 21960 32570 48520 40520 65600 21780 30590 41970 26420 18260 17840 13830 67510 41860 53220 21740 17850 57400 17870 45860 28890 48220 39840 51610 16920 17830 19500 35200 25660 22840 14720 25110 18940 43700 25710 22160 18730 9939 67260 55190 21880 18740 25810 22740 72280 57520 60200 72080 48760 27060 21510 22500 25630 15250 24490 26160 7657 16840 23410 16520 31290 17400 25430 41950 76380 80850 22490 29230 64890 20410 32210 54430 18800 17890 26800 20450 34270 21870 17350 38490

Confirmed count average forecast England (bold black line in graphs) 2021-12-27 to 2022-01-02

DateAberdeen CityAberdeenshireAdurAllerdaleAmber ValleyAngusAntrim and NewtownabbeyArds and North DownArgyll and ButeArmagh City and Banbridge and CraigavonArunAshfieldAshfordAylesbury ValeBaberghBarking and DagenhamBarnetBarnsleyBarrow-in-FurnessBasildonBasingstoke and DeaneBassetlawBath and North East SomersetBedfordBelfastBexleyBirminghamBlabyBlackburn with DarwenBlackpoolBlaenau GwentBolsoverBoltonBostonBournemouth Christchurch and PooleBracknell ForestBradfordBraintreeBrecklandBrentBrentwoodBridgendBrighton and HoveBristolBroadlandBromleyBromsgroveBroxbourneBroxtoweBurnleyBuryCaerphillyCalderdaleCambridgeCamdenCannock ChaseCanterburyCardiffCarlisleCarmarthenshireCastle PointCauseway Coast and GlensCentral BedfordshireCeredigionCharnwoodChelmsfordCheltenhamCherwellCheshire EastCheshire West and ChesterChesterfieldChichesterChilternChorleyCity of EdinburghClackmannanshireColchesterComhairle nan Eilean SiarConwyCopelandCorbyCornwall and Isles of ScillyCotswoldCounty DurhamCoventryCravenCrawleyCroydonDacorumDarlingtonDartfordDaventryDenbighshireDerbyDerbyshire DalesDerry City and StrabaneDoncasterDorsetDoverDudleyDumfries and GallowayDundee CityEalingEast AyrshireEast CambridgeshireEast DevonEast DunbartonshireEast HampshireEast HertfordshireEast LindseyEast LothianEast NorthamptonshireEast RenfrewshireEast Riding of YorkshireEast StaffordshireEast SuffolkEastbourneEastleighEdenElmbridgeEnfieldEpping ForestEpsom and EwellErewashExeterFalkirkFarehamFenlandFermanagh and OmaghFifeFlintshireFolkestone and HytheForest of DeanFyldeGatesheadGedlingGlasgow CityGloucesterGosportGraveshamGreat YarmouthGreenwichGuildfordGwyneddHackneyHaltonHambletonHammersmith and FulhamHarboroughHaringeyHarlowHarrogateHarrowHartHartlepoolHastingsHavantHaveringHerefordshireHertsmereHigh PeakHighlandHillingdonHinckley and BosworthHorshamHounslowHuntingdonshireHyndburnInverclydeIpswichIsle of AngleseyIsle of WightIslingtonKensington and ChelseaKetteringKing's Lynn and West NorfolkKingston upon HullKingston upon ThamesKirkleesKnowsleyLambethLancasterLeedsLeicesterLewesLewishamLichfieldLincolnLisburn and CastlereaghLiverpoolLutonMaidstoneMaldonMalvern HillsManchesterMansfieldMedwayMeltonMendipMerthyr TydfilMertonMid DevonMid SuffolkMid SussexMid UlsterMid and East AntrimMiddlesbroughMidlothianMilton KeynesMole ValleyMonmouthshireMorayNeath Port TalbotNew ForestNewark and SherwoodNewcastle upon TyneNewcastle-under-LymeNewhamNewportNewry and Mourne and DownNorth AyrshireNorth DevonNorth East DerbyshireNorth East LincolnshireNorth HertfordshireNorth KestevenNorth LanarkshireNorth LincolnshireNorth NorfolkNorth SomersetNorth TynesideNorth WarwickshireNorth West LeicestershireNorthamptonNorthumberlandNorwichNottinghamNuneaton and BedworthOadby and WigstonOldhamOrkney IslandsOxfordPembrokeshirePendlePerth and KinrossPeterboroughPlymouthPortsmouthPowysPrestonReadingRedbridgeRedcar and ClevelandRedditchReigate and BansteadRenfrewshireRhondda Cynon TafRibble ValleyRichmond upon ThamesRichmondshireRochdaleRochfordRossendaleRotherRotherhamRugbyRunnymedeRushcliffeRushmoorRutlandRyedaleSalfordSandwellScarboroughScottish BordersSedgemoorSeftonSelbySevenoaksSheffieldShetland IslandsShropshireSloughSolihullSomerset West and TauntonSouth AyrshireSouth BucksSouth CambridgeshireSouth DerbyshireSouth GloucestershireSouth HamsSouth HollandSouth KestevenSouth LakelandSouth LanarkshireSouth NorfolkSouth NorthamptonshireSouth OxfordshireSouth RibbleSouth SomersetSouth StaffordshireSouth TynesideSouthamptonSouthend-on-SeaSouthwarkSpelthorneSt AlbansSt. HelensStaffordStaffordshire MoorlandsStevenageStirlingStockportStockton-on-TeesStoke-on-TrentStratford-on-AvonStroudSunderlandSurrey HeathSuttonSwaleSwanseaSwindonTamesideTamworthTandridgeTeignbridgeTelford and WrekinTendringTest ValleyTewkesburyThanetThree RiversThurrockTonbridge and MallingTorbayTorfaenTorridgeTower HamletsTraffordTunbridge WellsUttlesfordVale of GlamorganVale of White HorseWakefieldWalsallWaltham ForestWandsworthWarringtonWarwickWatfordWaverleyWealdenWellingboroughWelwyn HatfieldWest BerkshireWest DevonWest DunbartonshireWest LancashireWest LindseyWest LothianWest OxfordshireWest SuffolkWestminsterWiganWiltshireWinchesterWindsor and MaidenheadWirralWokingWokinghamWolverhamptonWorcesterWorthingWrexhamWychavonWycombeWyreWyre ForestYork
2021-12-26 27815 28216 9637 16741 23395 14104 27079 24910 9570 42898 25984 25091 23770 35801 12594 44765 73259 53263 13615 39804 28717 22431 33251 35214 67259 50764 213122 21050 36097 28268 13966 15326 59237 12090 74727 21950 104879 27441 19496 61567 16841 28809 51583 92557 19438 63380 19189 20325 21756 20279 41627 35861 39986 20113 41167 19570 24928 71048 19372 31373 18897 25811 53578 8026 36467 36116 18062 27171 69597 65390 18502 18054 17260 24114 76285 8903 36040 1743 16858 12426 15679 79706 11956 101964 64519 9289 22500 74905 28953 21263 24866 15268 17070 49161 10819 33703 63224 52734 18037 62591 17771 25179 70151 21429 12901 20256 19640 18098 28519 20651 14989 15817 17642 58112 23187 31232 16889 24651 7862 27369 61019 27737 15930 21884 20802 26049 18182 15704 22263 54202 26738 17870 11838 14850 39791 24439 115911 22276 14546 22476 15947 54735 25296 18318 55906 28559 13985 37966 17463 51044 19089 28337 46706 17156 19669 15808 21034 56205 25746 21129 16766 21661 58614 21439 21708 55882 29364 18015 12139 23037 9738 21514 43527 26067 19488 20947 51915 33802 81408 36491 69326 26017 162080 75862 15547 57909 19851 18912 25849 106164 45168 32363 10911 9374 123383 22035 55868 8959 17833 13866 41535 11822 13168 26318 31746 23951 30074 14688 53678 14845 13732 8664 30012 24975 22711 61715 24053 68857 29669 34973 21486 13997 18365 30673 23142 18913 68823 29120 10448 34338 42832 12443 19547 43955 56081 22544 69910 25835 12285 51099 1118 27426 17389 19046 18132 40399 45478 40158 17534 30974 30694 63692 27206 16442 30270 33465 49458 13273 36903 8041 49041 17097 15581 13187 55305 20907 15437 23985 18650 6269 7543 59889 67656 17227 12489 19453 57470 16620 22124 107479 1220 49719 30955 42469 20782 16136 13638 24822 20375 51734 11831 14546 24140 14582 58226 19241 16533 23221 22706 23397 20894 31135 46297 36595 61658 20257 29465 39936 24951 17715 16739 13792 62038 40044 50956 20478 17237 55534 16858 42596 27319 47684 37636 49196 16205 16873 18765 34151 24817 21803 14179 23419 18430 39261 23825 21463 18557 9495 64991 52419 20777 15954 25539 20940 69466 54495 55556 69406 45746 25366 19664 21055 24365 14644 23052 24548 7301 16788 22147 15702 31199 16625 23937 39468 71437 76572 20845 27786 60952 19180 29934 52016 17564 17235 26393 19373 32744 20731 16397 34996
2021-12-27 27870 28310 9710 16850 23570 14110 27160 24990 9604 42960 26150 25280 23930 36110 12710 45330 74080 53610 13750 40250 28980 22560 33520 35550 67330 51390 214700 21230 36330 28460 13990 15430 59700 12150 75190 22240 105400 27750 19670 62340 17040 28870 52140 93360 19670 64230 19380 20510 21980 20420 42060 35930 40250 20300 41790 19720 25180 71240 19490 31470 19080 25860 54130 8063 36830 36480 18190 27460 70380 66050 18670 18210 17450 24320 76400 8928 36440 1750 16940 12550 15790 80140 12050 102500 65020 9355 22670 76200 29350 21390 25160 15400 17160 49500 10920 33750 63640 53160 18210 63050 17830 25230 70960 21450 13020 20410 19720 18260 28880 20790 15060 15950 17700 58520 23350 31590 17030 24860 7900 27690 61840 28150 16140 22070 20920 26110 18320 15830 22320 54300 26900 18050 11890 14980 40040 24640 116100 22440 14620 22680 16040 55490 25580 18440 56650 28840 14110 38670 17610 51800 19310 28540 47220 17300 19760 15900 21230 56880 25940 21350 16900 21710 59180 21590 21920 56420 29660 18130 12170 23220 9830 21630 44240 26350 19620 21120 52270 34270 81890 36760 70340 26260 163400 76370 15710 58850 20010 19050 25890 107100 45460 32660 11040 9435 124900 22160 56370 9045 17930 13910 42100 11890 13280 26570 31780 24000 30190 14710 54190 15000 13790 8705 30100 25160 22890 62080 24260 69400 29810 35070 21590 14060 18520 30860 23420 19110 68930 29300 10550 34570 43140 12520 19700 44260 56490 22800 70530 25990 12360 51500 1123 27670 17470 19140 18140 40630 45770 40390 17630 31190 30990 64590 27340 16550 30610 33500 49610 13380 37200 8082 49390 17300 15710 13280 55760 21100 15610 24160 18800 6326 7616 60460 68060 17320 12560 19560 57930 16750 22290 108400 1225 50100 31160 42790 20930 16210 13760 25060 20550 52080 11930 14630 24320 14710 58380 19480 16660 23420 22930 23530 21080 31310 46640 37070 62510 20450 29810 40240 25150 17820 16920 13810 62790 40260 51320 20650 17350 55830 17040 43150 27590 47800 37930 49570 16320 17100 18870 34350 25000 22030 14260 23610 18630 39860 24140 21560 18640 9554 65920 52970 20950 16200 25640 21180 69950 54910 56170 70620 46190 25560 19920 21280 24590 14740 23310 24760 7345 16850 22320 15810 31260 16780 24190 40040 72040 77260 21070 28100 61430 19380 30220 52390 17730 17420 26490 19540 33070 20900 16500 35350
2021-12-28 27960 28430 9790 16940 23740 14140 27300 25150 9659 43090 26300 25460 24080 36440 12830 45880 75040 53910 13870 40770 29260 22680 33800 35870 67480 52130 216300 21390 36530 28620 14040 15530 60120 12230 75710 22500 105900 28040 19830 63190 17260 29010 52690 94210 19910 65250 19530 20770 22210 20540 42450 36090 40490 20570 42530 19860 25420 71600 19580 31630 19290 25950 54740 8146 37150 36890 18340 27710 71160 66590 18820 18360 17660 24530 76740 8983 36820 1766 17080 12660 15890 80550 12170 103000 65520 9429 22850 77520 29750 21480 25490 15530 17290 49900 11020 33840 64060 53530 18390 63470 17890 25290 71830 21520 13140 20540 19800 18460 29290 20900 15130 16070 17830 58900 23470 31960 17140 25070 7925 28120 62790 28500 16410 22280 21040 26230 18460 15920 22410 54570 27080 18230 11960 15080 40240 24870 116400 22560 14670 22880 16150 56340 25900 18600 57420 29090 14210 39440 17730 52700 19500 28760 47720 17420 19840 15990 21380 57630 26110 21610 17060 21790 59810 21740 22130 56960 29960 18230 12220 23470 9920 21760 45200 26770 19740 21260 52530 34790 82380 37000 71680 26520 164600 76890 15850 59860 20150 19180 26000 108000 45790 33030 11180 9481 126200 22320 56960 9117 18050 14000 42750 11940 13420 26860 31870 24120 30280 14770 54710 15180 13890 8761 30230 25350 23100 62420 24450 70230 29990 35270 21720 14120 18680 31020 23720 19280 69220 29480 10640 34800 43400 12610 19850 44550 56840 23110 71250 26140 12430 51900 1133 28000 17590 19230 18190 40880 46060 40640 17730 31390 31300 65360 27440 16640 31030 33620 49830 13490 37620 8111 49750 17500 15810 13380 56170 21270 15810 24370 18940 6382 7681 61150 68430 17390 12640 19650 58350 16860 22530 109300 1237 50430 31370 43120 21060 16290 13900 25370 20700 52410 12020 14710 24530 14830 58670 19710 16800 23630 23160 23660 21220 31460 47020 37570 63630 20670 30230 40510 25340 17910 17090 13860 63500 40440 51640 20810 17470 56040 17230 43760 27830 48060 38200 49980 16420 17320 18950 34540 25170 22240 14340 23790 18870 40440 24460 21660 18750 9592 67070 53430 21170 16460 25820 21410 70370 55230 57000 72250 46610 25790 20130 21540 24830 14840 23590 24990 7393 16930 22500 15920 31400 16890 24410 40720 72590 77850 21340 28430 61900 19590 30530 52720 17870 17590 26650 19690 33430 21030 16600 35700
2021-12-29 28020 28470 9870 17030 23930 14160 27450 25350 9687 43250 26450 25640 24240 36770 12970 46510 75970 54270 14010 41300 29550 22800 34070 36250 67650 52900 217900 21560 36770 28790 14090 15650 60580 12290 76340 22790 106400 28370 20020 64050 17490 29190 53350 95150 20200 66320 19710 21040 22450 20680 42910 36240 40790 20810 43240 20000 25660 72000 19680 31800 19490 26060 55350 8226 37540 37290 18490 27960 72140 67210 18990 18530 17870 24760 76970 8990 37210 1778 17230 12780 16020 81000 12290 103600 66090 9498 23080 78970 30170 21590 25810 15670 17420 50320 11120 33940 64480 53970 18550 63930 17910 25330 72730 21550 13280 20690 19840 18650 29690 21030 15160 16220 17870 59320 23640 32390 17250 25280 7954 28500 63550 28880 16640 22510 21180 26280 18610 16030 22520 54640 27280 18410 12020 15200 40480 25120 116600 22690 14740 23080 16260 57170 26200 18770 58260 29360 14330 40160 17890 53510 19730 28990 48250 17580 19910 16090 21570 58480 26280 21870 17230 21800 60450 21920 22400 57540 30280 18350 12240 23760 10040 21900 46020 27170 19860 21410 52840 35270 82900 37260 72970 26780 165900 77460 16010 60950 20320 19320 26140 109000 46140 33370 11330 9531 127700 22480 57510 9197 18170 14110 43390 12000 13580 27140 31960 24260 30390 14800 55280 15370 13990 8785 30340 25540 23320 62800 24670 71110 30180 35500 21750 14180 18850 31220 24010 19480 69350 29660 10750 35040 43690 12700 20000 44860 57220 23430 71980 26320 12520 52350 1141 28310 17690 19330 18230 41170 46360 40900 17850 31630 31590 66230 27550 16740 31460 33680 50100 13620 38050 8145 50140 17740 15930 13490 56610 21450 15990 24590 19090 6442 7752 61900 68810 17460 12670 19750 58860 16990 22770 110300 1247 50770 31590 43480 21190 16340 14050 25690 20890 52750 12110 14800 24740 14980 58780 19960 16950 23860 23390 23800 21370 31630 47400 38080 64700 20920 30630 40810 25570 18020 17270 13890 64360 40640 52000 20990 17580 56280 17420 44410 28100 48390 38470 50450 16530 17560 19040 34730 25360 22480 14430 24000 19070 41040 24790 21750 18860 9632 68110 54010 21370 16740 25990 21660 70820 55590 57810 73720 47100 26020 20360 21770 25120 14940 23850 25220 7438 16950 22670 16040 31500 17040 24630 41380 73180 78520 21600 28750 62470 19800 30870 53080 18010 17760 26790 19860 33770 21180 16710 36100
2021-12-30 28060 28530 9960 17120 24130 14190 27560 25460 9708 43340 26600 25830 24400 37080 13090 47100 76910 54610 14150 41780 29840 22920 34340 36630 67860 53720 219400 21740 37010 28970 14140 15750 61050 12370 76900 23100 107000 28680 20220 64870 17710 29320 53910 96090 20470 67340 19890 21320 22710 20830 43330 36410 41080 21070 43940 20140 25880 72440 19770 31980 19700 26140 55930 8305 37950 37700 18640 28240 72710 67860 19150 18690 18060 24960 77140 8993 37630 1789 17360 12900 16140 81480 12410 104100 66640 9568 23290 80630 30610 21710 26130 15810 17540 50740 11220 34030 64880 54440 18720 64380 17940 25360 73580 21570 13400 20840 19870 18800 30100 21150 15190 16360 17880 59730 23800 32790 17360 25490 7987 28870 64520 29230 16870 22720 21320 26310 18760 16150 22590 54670 27480 18570 12090 15310 40710 25380 116700 22830 14800 23290 16370 58010 26490 18920 59090 29610 14460 40830 18050 54380 20010 29230 48820 17730 19980 16180 21730 59440 26460 22110 17370 21810 61060 22080 22660 58190 30590 18450 12250 24050 10120 22030 46820 27590 20000 21590 53100 35770 83390 37530 74250 27040 167200 78020 16160 61930 20490 19450 26220 109900 46520 33740 11460 9589 129300 22620 58140 9273 18290 14170 44030 12060 13710 27430 32050 24340 30490 14820 55810 15550 14080 8805 30490 25740 23540 63220 24850 71940 30390 35580 21790 14240 18990 31400 24300 19660 69410 29830 10840 35280 43980 12790 20160 45180 57640 23810 72700 26490 12620 52840 1150 28600 17830 19450 18250 41440 46660 41140 17940 31860 31880 67240 27660 16840 31840 33720 50440 13740 38490 8185 50520 17970 16060 13590 57080 21650 16180 24840 19240 6505 7817 62380 69200 17540 12690 19860 59330 17130 23020 111000 1257 51130 31790 43820 21330 16350 14180 25980 21090 53100 12200 14890 24960 15100 58860 20170 17090 24080 23600 23930 21520 31790 47780 38640 65790 21190 31020 41120 25820 18130 17460 13900 65200 40830 52350 21160 17700 56540 17610 45010 28370 48690 38750 50950 16630 17840 19130 34950 25550 22700 14520 24180 19320 41780 25090 21850 18980 9675 69140 54560 21570 17010 26160 21900 71270 55990 58620 75100 47560 26240 20650 22000 25350 15040 24150 25460 7482 16960 22860 16150 31560 17190 24850 42030 73800 79200 21830 29050 62980 20020 31220 53420 18160 17980 26940 19990 34110 21320 16810 36500
2021-12-31 28140 28610 10040 17220 24310 14210 27590 25470 9746 43360 26740 25980 24560 37350 13210 47570 77780 54860 14250 42150 30130 23040 34620 36840 67990 54080 220500 21890 37200 29120 14190 15830 61360 12430 77410 23250 107300 28870 20330 65690 17910 29470 54390 97080 20600 68250 20000 21600 22920 20920 43680 36570 41310 21270 44620 20270 26090 72870 19870 32080 19860 26160 56380 8385 38190 38090 18790 28490 73140 68300 19300 18830 18250 25140 77230 9017 37890 1798 17460 12990 16230 81870 12530 104500 67110 9635 23510 81420 30910 21800 26420 15920 17630 51130 11330 34070 65240 54780 18870 64750 17980 25400 74330 21600 13490 20970 19900 18940 30460 21250 15240 16460 17930 60050 23910 33000 17440 25660 8022 29220 64970 29540 17070 22910 21440 26370 18900 16240 22610 54760 27580 18720 12150 15400 40880 25630 116700 22940 14880 23470 16480 58820 26770 19020 59830 29790 14540 41420 18180 55150 20150 29380 49340 17870 20050 16270 21870 59770 26600 22360 17510 21870 61670 22230 22800 58860 30820 18550 12270 24170 10180 22130 47530 27900 20130 21760 53350 36150 83840 37750 75530 27290 168300 78430 16280 62880 20640 19590 26270 110700 46750 34010 11590 9643 130000 22740 58480 9327 18420 14230 44570 12120 13800 27720 32140 24360 30600 14860 56300 15680 14170 8842 30590 25940 23740 63550 24990 72770 30540 35620 21860 14300 19120 31570 24580 19780 69470 29990 10920 35520 44240 12870 20300 45420 57890 23900 73290 26660 12720 53150 1158 28890 17950 19520 18280 41640 46930 41360 18020 32030 32140 67660 27780 16930 32080 33730 50780 13840 38890 8219 50800 18180 16170 13690 57350 21820 16360 25090 19360 6554 7882 63000 69600 17620 12700 19960 59710 17240 23230 111700 1266 51440 31970 44170 21470 16400 14290 26200 21240 53460 12290 14970 25120 15220 58880 20410 17220 24310 23750 24070 21650 31970 48150 38980 66980 21440 31350 41340 25980 18220 17630 13920 65700 41030 52630 21330 17820 56760 17780 45600 28540 48810 39030 51290 16720 17970 19230 35110 25680 22850 14620 24360 19440 42110 25290 21950 19060 9709 70030 55040 21760 17250 26300 22120 71640 56250 59300 76310 47910 26480 20750 22230 25530 15140 24400 25690 7526 16980 23030 16260 31700 17320 24980 42680 74270 79770 22060 29330 63360 20230 31560 53720 18320 18100 27050 20130 34330 21450 16900 36780
2022-01-01 28200 28690 10110 17320 24470 14230 27640 25550 9787 43440 26860 26140 24720 37610 13290 48030 78500 55060 14370 42550 30420 23160 34890 37040 68160 54630 221300 22030 37310 29270 14240 15920 61690 12480 77790 23410 107600 29060 20420 66360 18090 29560 54770 97800 20750 69000 20110 21770 23100 21010 43970 36740 41490 21450 45230 20390 26290 73160 19960 32150 20010 26210 56840 8467 38460 38460 18930 28680 73790 68780 19430 18930 18400 25340 77410 9033 38230 1807 17550 13100 16300 82140 12640 104900 67540 9695 23690 81940 31170 21880 26660 16000 17710 51430 11430 34100 65440 55040 18990 65060 18010 25440 74950 21640 13570 21050 19950 19080 30780 21320 15300 16540 17990 60310 23990 33300 17530 25830 8059 29500 65480 29800 17260 23050 21540 26450 19040 16330 22640 54880 27670 18840 12220 15510 41070 25850 116800 23050 14950 23650 16590 59500 27010 19080 60310 29950 14600 41900 18270 55850 20270 29520 49810 18010 20110 16330 21970 60180 26720 22580 17600 21920 62230 22370 22910 59420 31010 18630 12280 24340 10220 22210 48330 28130 20250 21860 53530 36510 84280 37940 76640 27510 169500 78780 16390 63860 20760 19720 26340 111300 46960 34250 11690 9699 131100 22850 58920 9374 18540 14310 45130 12160 13950 28020 32230 24410 30710 14890 56740 15810 14220 8872 30680 26130 23870 63780 25100 73520 30670 35710 21920 14360 19230 31680 24800 19890 69630 30120 11000 35760 44480 12920 20410 45620 58150 24070 73800 26800 12780 53480 1165 29150 18050 19600 18330 41820 47170 41540 18070 32180 32340 68100 27880 17020 32360 33830 50970 13940 39340 8245 51080 18350 16260 13760 57660 21930 16520 25270 19480 6605 7931 63600 69910 17690 12730 20050 59970 17340 23410 112700 1275 51650 32120 44460 21600 16440 14390 26410 21350 53820 12360 15040 25270 15330 59000 20560 17340 24540 23960 24210 21750 32090 48460 39260 67910 21650 31640 41600 26130 18310 17770 13940 66130 41230 52810 21490 17940 56950 17910 46110 28660 49010 39320 51650 16800 18060 19320 35240 25850 22990 14710 24500 19570 42450 25490 22040 19120 9739 70780 55530 21950 17450 26420 22320 71960 56480 59930 77400 48190 26700 20860 22380 25690 15210 24590 25920 7570 17020 23220 16340 31820 17440 25100 43260 74790 80260 22260 29560 63730 20390 31870 53950 18410 18190 27160 20230 34590 21570 16990 37070
2022-01-02 28270 28780 10190 17420 24620 14260 27740 25630 9826 43530 26990 26280 24880 37820 13380 48460 79360 55280 14490 42900 30700 23280 35170 37230 68360 55140 222400 22160 37450 29410 14290 16000 62070 12530 78200 23580 107900 29270 20520 67160 18280 29650 55240 98430 20950 69890 20220 21950 23270 21090 44300 36910 41700 21690 45850 20520 26460 73460 20060 32260 20150 26280 57220 8548 38690 38780 19080 28860 74330 69150 19580 19060 18580 25520 77630 9056 38540 1816 17650 13210 16370 82480 12760 105300 68000 9762 23840 82600 31450 21950 26950 16080 17790 51810 11500 34140 65730 55290 19120 65430 18040 25480 75770 21680 13660 21150 19980 19230 31170 21420 15370 16640 18070 60600 24080 33620 17610 25990 8095 29880 66040 30080 17480 23190 21650 26530 19170 16420 22710 55060 27780 18940 12290 15600 41240 26010 116800 23160 15030 23820 16700 60280 27340 19150 61170 30160 14670 42660 18380 56610 20390 29680 50290 18150 20170 16400 22090 60720 26830 22800 17700 21950 62730 22520 23090 59910 31200 18710 12290 24570 10270 22290 49260 28580 20350 21970 53750 36900 84740 38130 77740 27730 170300 79150 16490 64690 20860 19860 26420 112100 47250 34500 11780 9760 132100 22960 59400 9437 18670 14370 45660 12220 14100 28320 32320 24500 30810 14920 57130 15970 14300 8907 30760 26340 24020 64080 25260 74110 30780 35820 22010 14420 19350 31790 25060 20020 69750 30270 11080 36000 44710 12980 20510 45830 58410 24200 74300 26930 12830 53680 1173 29410 18150 19680 18360 42030 47440 41720 18140 32340 32540 68570 27990 17100 32700 33890 51120 14020 39770 8274 51380 18500 16330 13820 57990 22040 16700 25460 19610 6664 7988 64140 70250 17770 12760 20160 60410 17450 23690 113200 1284 51890 32290 44780 21750 16500 14500 26630 21470 54190 12440 15110 25440 15420 59110 20740 17460 24750 24140 24330 21850 32240 48820 39550 68840 21830 32020 41870 26280 18390 17920 13960 66680 41430 53030 21670 18050 57160 18080 46590 28840 49210 39610 52060 16870 18220 19420 35410 25980 23140 14810 24640 19750 42850 25720 22140 19200 9761 71970 55970 22140 17630 26540 22520 72300 56730 60520 79090 48550 26920 21010 22590 25870 15280 24870 26160 7614 17060 23410 16430 31930 17550 25210 43810 75360 80790 22490 29780 64190 20590 32140 54230 18480 18300 27250 20360 34820 21690 17080 37340

Data issues

    There is an issue with the reported local authority data: the last few (usually three) observations show no change. To handle this, we remove the last two observations. This then reflect the reporting delay of the data, but also implies that we cannot precisely distinguish between a count of zero cases and a delayed count.
    The forecasts from 2020-10-11 use a four day delay (so ignoring the last four days of reported cases), to reflect delays in reporting data in many areas. Otherwise we use a two day delay.

    The following graph illustrates the issue for two districts:

Further information

  • We believe these forecasts fill a useful gap in the short run. They give an indication of what is likely to happen in the next few days, removing some aspect of surprise. Moreover, a noticeable drop in comparison to the extrapolations could be an indication that the implemented policies are having some impact. It is difficult to understand exponential growth. We hope that these forecasts may help to convince viewers to adhere to the policies implemented by their respective governments, and keep all arguments factual and measured.
  • We use the data repository for the 2019 Novel Coronavirus Visual Dashboard operated by the Johns Hopkins University Center for Systems Science and Engineering. This is updated daily, but we tend to update our forecasts only every other day.
    US state data as of 2020-03-28 is courtesy of the New York Times.
  • We can only provide forecasts of what is measured. If confirmed cases are an underestimate of actual cases, then our forecasts will also be underestimates. No other epidemiological data is used. Data definition and collection differs between countries and may change over time.
  • We will update the methodology as we learn what is happening in the next few days or weeks. Once the number of cases levels off, there is no need to provide these forecasts anymore.
  • Countries where the counts are very low or stable have been omitted.
  • The graphs have dates on the horizontal axis (yyyy-mm-dd) and cumulative counts on the vertical axis. They show
    1. bold dark grey line (with circles): observed counts (Johns Hopkins CSSE);
    2. many light grey lines (with open circles): forecasts using different model settings and starting up to four periods back;
    3. red line (with open circles): single forecasts path using default model settings;
    4. black line (with crosses): average of all forecasts, recentered on the last observation;
    5. thin green lines: some indication of uncertainty around the red forecasts, but we do not know how reliable that is.
    Both the red line forecasts and the black lines are also given in the tables above. These forecasts differ, we are currently inclined to use the average forecasts.
  • The forecasts are constructed as follows:
    1. An overall `trend' is extracted by taking a window of the data at a time. In each window we draw `straight lines' which are selected using an automatic econometric procedure (`machine learning'). All straight lines are collected and averaged, giving the trend.
    2. Forecasts are made using the estimated trend, but we note that this must be done carefully, because simply extrapolating the flexible insample trend would lead to wildly fluctuating forecast. We use the `Cardt' method, which has been found to work well in other settings.
    3. Residuals from the trend are also forecast, and combined with trend forecasts into an overall forecast.
  • Scenario forecasts are constructed very differently: smooth versions of the Chinese experience are matched at different lag lengths with the path of each country. This probably works best from the peak, or the slowdown just before (but we include it for the UK nonetheless).
  • The forecast evaluation shows past forecasts, together with the outcomes (in the grey line with circles).
  • EU-BS is Estonia, Latvia, and Lithuania together.
  • This paper describes the methodology and gives further references. Also available as Nuffield Economics Discussion Paper 2020-W06. Still preliminary is the documentation of the medium term forecasts.

Recent changes and notes

[2021-04-29]The `legacy' download for areas of England is stuck at April 26, so we switched to the newer downloads. The results now include Scotland, Wales, and Northern Ireland. The map, however, only shows England.
[2021-01-07]Slideshow of forecasts, errors, and actuals 2020-06-30 to 2021-01-02: how England lost the battle.
[2020-10-27]Statistical short-term forecasting of the COVID-19 Pandemic (Jurgen Doornik, Jennie Castle, and David Hendry) is now published at the Journal of Clinical Immunology and Immunotherapy. open access
[2020-10-11]Short-term forecasting of the coronavirus pandemic (Jurgen Doornik, Jennie Castle, and David Hendry) is now in press at the International Journal of Forecasting. open access
[2020-10-10]Removed forecasts from the Chinese scenarios, while investigating possibility to use own history from the first wave.
Added information on the previous peak (if present) to the peak tables.
Local forecasts for England: now dropping last four observations.
[2020-07-01] Modified the short-term model to allow for (slowly changing) seasonality. Many countries show clear seasonality after the initial period, likely caused by institutional factors regarding data collection. This seasonality was also getting in the way of peak detection. As a consequence estimates of the peak date may have changed for countries with strong seasonality.
Added forecasts of cumulative confirmed cases for lower tier local authorities of England. The data is available from 2020-07-02 including all tests (pillar one and two). Only authorities with more than 5 cases in the previous week are included.
[2020-06-29] Tables in April included the world, but not the world as we know it (double counting China and the US). So removed the world from those old tables.
Why short-term forecasts can be better than models for predicting how pandemics evolve just appeared at The Conversation.
Thursday 2 July webinar at the FGV EESP - São Paolo School of Economics. This starts at 16:00 UK time (UTC+01:00) and streamed here.