COVID-19 short-term forecasts Confirmed 2021-12-20 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 2021-12-20

Peak increase in estimated trend of Confirmed in England 2021-12-20

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)2021-08-312021-08-30 --2021-09-14 --2021-11-03 -- --2021-08-242021-12-092021-11-21 --2021-11-21 -- -- -- --2021-07-062021-12-09 -- --2021-10-032021-10-12 -- -- --12-29 --12-272021-07-082021-10-08 -- --2021-12-072021-12-07 --2021-07-072021-07-07 --2021-12-07 --2021-12-09 --2021-12-09 -- -- -- -- --2021-07-07 --2021-10-112021-12-092021-12-072021-12-072021-10-06 -- --2021-07-072021-08-292021-07-072021-11-09 --2021-10-11 -- --2021-10-102021-12-05 -- -- -- --2021-12-07 --2021-08-222021-08-24 --2021-10-262021-09-092021-10-182021-08-302021-11-212021-12-072021-07-02 --2021-10-112021-07-08 -- --2021-10-06 --2021-12-07 -- -- --2021-08-132021-07-07 -- --2021-07-072021-08-162021-06-21 --2021-08-292021-12-072021-10-102021-08-18 -- --2021-10-052021-12-072021-10-032021-08-222021-07-062021-10-08 --2021-11-14 --2021-10-02 -- -- -- -- --2021-11-242021-12-07 -- --2021-08-132021-08-292021-09-08 --2021-10-112021-10-122021-10-15 --2021-08-232021-11-212021-10-11 --2021-07-072021-12-07 --2021-11-122021-12-072021-10-052021-11-092021-12-06 --2021-12-072021-10-112021-10-04 -- --2021-07-052021-11-212021-11-21 --2021-09-16 --2021-10-062021-11-02 -- -- -- --2021-12-072021-06-232021-08-23 --2021-12-092021-11-142021-12-062021-12-072021-09-172021-10-112021-07-072021-12-082021-10-0612-272021-12-06 --2021-07-072021-01-03 --2021-12-07 --2021-12-07 --12-26 --2021-12-07 --2021-12-092021-12-09 -- --2021-11-132021-10-1112-08 --2021-11-13 -- --2021-11-092021-11-112021-07-072021-12-07 -- --2021-12-072021-12-072021-09-07 -- --2021-07-032021-12-072021-12-092021-10-122021-11-232021-12-072021-11-152021-10-042021-07-03 -- --2021-08-222021-09-21 --2021-10-102021-10-112021-10-11 --2021-12-072021-10-12 --2021-12-072021-09-27 --2021-07-072021-10-162021-12-072021-10-092021-07-072021-12-07 --2021-12-072021-11-222021-10-09 --2021-12-072021-10-102021-10-092021-10-06 --2021-08-232021-09-112021-12-07 --2021-11-11 -- -- --2021-11-222021-10-082021-12-08 -- --2021-11-21 --2021-10-10 --2021-07-062021-11-0712-232021-10-112021-12-08 -- -- --07-212021-11-082021-12-092021-12-072021-10-072021-08-18 -- -- --2021-10-112021-11-232021-12-07 --2021-09-262021-12-07 -- --2021-12-07 --2021-10-102021-10-102021-06-27 -- --2021-12-08 -- --2021-10-102021-09-132021-10-06 --2021-12-07 --2021-07-062021-10-03 --2021-10-072021-07-05 -- --2021-12-062021-09-262021-10-10 --2021-12-07 --2021-11-162021-11-212021-12-08 --2021-10-11 -- -- -- --2021-11-152021-10-112021-11-132021-12-06 -- -- --2021-10-102021-12-092021-07-062021-07-072021-12-062021-12-07 --2021-10-10 -- -- --2021-12-07 -- --2021-11-242021-08-252021-07-072021-10-052021-12-092021-12-092021-12-072021-12-072021-07-072021-10-11 -- --2021-06-29 --2021-12-082021-12-072021-07-06 --2021-12-082021-10-06 --2021-10-052021-10-052021-06-30
Peak daily increment 179 224 98 89 97 265 156 147 276 65 112 287 1249 157 159 126 71 461 478 103 743 132 811 74 249 150 262 857 100 115 190 101 161 61 203 266 196 567 69 21 102 78 72 462 104 607 48 99 93 106 202 400 269 137 184 133 99 116 183 108 123 95 157 295 93 110 33 116 189 171 421 121 104 70 156 941 140 107 113 851 164 2671 125 73 723 844 79 157 146 98 119 165 90 152 221 71 136 84 117 993 475 139 112 247 461 316 311 1709 707 284 1099 103 727 261 53 1176 50 164 105 87 175 140 274 131 99 83 184 384 178 1032 190 206 174 124 100 256 621 176 291 227 47 235 270 788 131 255 22 327 145 56 117 316 217 109 265 128 106 77 289 268 66 42 86 233 127 84 48 255 84 83 131 258 24 259 163 219 202 118 370 105 82 85 489 262 178 83 303 1400 142 143 104 101 339 199 201 428 175 270 329 73 149 158 177 150 129 134 107 1235 160 223 352 191 773 1676 144 91 57 158 94 101 304 160 150 862 380 632 243 278 208 99 123 108 116 93 138
Days since peak 111 112 97 47 118 11 29 29 167 11 78 69 356 358 165 73 13 13 166 166 13 11 11 166 70 11 13 13 75 166 113 166 41 70 71 15 13 120 118 55 102 63 112 29 13 171 70 165 75 13 129 166 166 126 182 113 13 71 124 76 13 78 120 167 73 36 79 26 13 129 113 103 70 69 66 119 29 70 166 13 38 13 76 41 14 13 70 77 168 29 29 95 75 48 13 180 119 11 36 14 13 94 70 166 12 75 358 14 166 351 13 13 359 13 11 11 37 70 377 37 41 39 166 13 13 13 104 170 13 11 69 27 13 35 77 170 120 90 71 70 70 13 69 13 84 166 65 13 72 166 13 13 28 72 13 71 72 75 119 100 13 39 28 73 12 29 71 167 43 362 70 12 517 42 11 13 74 124 70 27 13 85 13 13 71 71 176 12 71 98 75 13 167 78 74 168 14 85 71 13 34 29 12 70 35 70 37 14 71 11 167 166 14 13 71 13 26 117 166 76 11 11 13 13 166 70 174 12 13 167 12 75 76 76 173
Last total 27330 27716 9051 15911 22125 13874 26359 24113 9402 42102 24955 23827 22548 33895 11711 41395 67636 51009 12538 36965 26869 21464 31493 33194 65300 46352 203164 19830 34632 26942 13576 14617 55822 11668 71096 20362 101505 25642 18441 56606 15619 27544 47687 86677 17923 57564 18078 18812 20313 19399 38993 34521 37975 18791 37594 18458 23398 67393 18634 30295 17706 25240 50116 7378 34415 33562 17000 25571 64622 61203 17313 17134 16155 22462 74308 8744 33665 1710 15806 11508 14931 76606 11212 98531 60899 8771 21001 68143 26762 20541 23020 14488 16138 46449 10107 32863 60473 50148 16998 59585 17523 24822 65156 21065 12173 19310 19222 17038 26222 19829 14689 14966 17228 55309 22202 29025 16042 23212 7538 25318 56147 25645 14663 20542 19900 25611 17230 14909 21747 53265 25426 16891 11363 13967 38285 22783 113566 21202 13882 21125 15154 49487 23719 17204 50304 26898 13240 34769 16465 46251 17695 26829 43292 16075 19114 15188 19966 51719 24527 19604 15799 21290 54609 20282 20291 52039 27415 17235 11905 21523 9168 20772 39457 23809 18545 19874 49823 31195 77673 34488 62756 24170 153408 72503 14502 51905 18713 17929 25054 100009 42997 30289 10114 8880 114715 20986 52202 8452 16925 13259 37943 11383 12245 24431 31108 23436 29243 14395 50403 13868 13129 8410 29021 23535 21432 59256 22987 63739 28310 34177 21088 13527 17307 29255 21514 17792 67471 27865 9776 32649 40839 11856 18526 42138 53547 20935 66198 24624 11694 48181 1069 25871 16507 18338 17804 38763 43497 38383 16788 29423 28993 59338 26356 15665 27979 32837 47329 12437 34056 7731 46399 15731 14764 12521 52403 19725 14291 22474 17638 5852 7049 55430 64874 16521 12126 18639 54066 15612 20654 101702 1181 47156 29619 40060 19730 15812 12810 23062 19215 49076 11301 13971 22863 13611 56937 17746 15688 21656 21153 22393 19775 29957 43876 33971 55337 18721 27298 37502 23428 16913 15629 13420 57246 38329 48750 19187 16380 53694 15747 39005 25944 45728 35526 45925 15437 15632 18021 32675 23561 20465 13421 22137 17176 36040 22095 20738 17757 9181 59724 48570 19506 14581 24345 19547 66268 52108 51146 63152 42820 23778 18406 19807 22860 14023 21467 23074 7026 16448 20641 14911 30449 15611 22648 36051 66855 72370 19497 25885 57048 17948 27832 49645 16557 16146 25289 18305 30844 19679 15661 32442
Last daily increment 19 15 52 64 150 10 240 270 9 285 135 190 217 304 92 605 679 174 52 365 265 65 185 230 541 604 714 164 122 105 16 65 229 47 511 225 221 290 142 681 187 83 500 653 147 853 104 218 204 103 239 93 122 180 615 59 264 404 60 136 181 171 501 81 310 435 99 196 368 352 88 140 202 130 100 1 377 2 18 56 81 398 109 412 338 37 140 1083 408 112 257 102 20 317 71 248 233 305 135 289 13 37 765 28 76 128 28 159 379 98 5 86 6 180 62 252 105 189 22 349 665 285 203 135 106 10 103 112 148 75 60 173 56 71 229 244 124 88 84 212 82 662 326 50 818 121 90 596 129 606 220 146 484 161 77 72 144 718 65 221 82 0 533 133 199 556 231 75 15 190 47 87 589 396 100 136 130 409 199 204 1085 157 621 407 153 760 85 116 226 678 249 225 107 35 594 133 634 58 101 43 595 58 127 247 170 130 100 2 493 173 43 5 57 193 173 320 154 822 133 264 22 53 96 46 291 143 75 89 64 192 234 41 133 240 290 155 569 92 95 123 5 223 116 85 12 189 282 220 40 107 210 702 109 61 317 65 202 53 507 41 256 199 101 85 197 115 190 227 144 52 36 377 262 29 11 81 306 73 247 420 5 166 151 178 108 19 125 234 88 288 95 74 128 66 102 154 107 248 147 147 93 161 308 420 863 222 378 200 141 60 220 4 320 213 261 116 89 196 180 591 221 134 217 344 57 193 123 114 201 196 61 148 204 470 265 93 75 50 710 251 227 192 121 186 193 232 626 1169 306 183 241 222 182 93 300 208 49 42 117 75 13 151 173 572 330 498 209 325 203 198 273 176 68 129 9 69 339 70 88 157
Last week 734 868 406 372 814 335 1002 1239 364 1574 817 808 1116 1611 578 2871 4405 892 313 2075 1462 411 1288 1307 2533 3599 5820 781 694 524 271 402 1615 365 2824 1178 1681 1331 849 3935 1126 744 2913 4349 982 4989 656 1144 1139 402 1536 842 840 1343 4086 502 1393 2955 309 758 900 770 2691 329 1670 2066 715 1187 2668 2236 594 795 1108 749 3890 281 2059 58 498 245 475 2257 612 2189 2365 264 967 5770 1871 449 1521 592 512 1808 393 1165 1391 1896 750 1663 397 568 4322 664 544 625 760 907 1954 527 629 575 641 1462 567 1691 573 1140 206 2051 3828 1733 1143 901 705 855 780 509 761 1731 774 828 357 374 846 1197 3843 681 385 1038 529 4444 1882 552 6538 806 411 3525 699 4362 906 842 2620 922 299 533 710 3791 657 1268 508 553 2960 799 1102 2990 1345 366 315 1170 479 670 4633 2295 543 659 1049 2402 1559 906 7791 869 4721 2194 805 5665 638 605 1112 3487 1656 1472 599 336 5329 717 2852 305 627 283 3518 351 776 1398 899 745 468 616 2651 961 513 364 669 1173 936 1662 898 4403 870 1198 791 350 570 548 1473 686 2129 699 428 1278 1040 325 687 1399 1408 1295 3661 690 439 1249 57 1562 602 353 543 1181 1632 1321 490 726 1434 3694 499 426 1942 1398 1292 395 3083 179 1360 979 425 483 1387 717 940 1240 748 273 267 2474 1441 282 373 555 1618 501 1355 3388 57 1333 922 1311 559 539 732 1415 686 1716 538 441 874 453 2216 992 793 1446 791 764 491 603 1986 2151 6358 1102 2084 943 816 419 960 488 2505 851 1362 774 648 992 912 3186 1075 1365 1232 1652 383 1067 616 831 1063 1004 476 864 1117 2492 1335 573 506 214 5326 2345 1286 1103 889 1210 1295 1271 4121 7723 1682 1050 1120 1233 1132 523 1488 1267 288 654 598 490 1485 887 959 3786 1878 2941 1338 1656 1764 1147 1651 1269 590 715 578 643 1707 394 476 1353
Previous peak date07-2107-2112-272021-07-062021-07-0707-2112-2212-2607-2112-2112-212021-10-0312-0712-2112-2712-2712-2110-132021-09-2612-222021-07-072021-07-0611-0212-272021-07-1112-2111-0212-2710-1310-1312-072021-01-0710-1211-142021-01-0112-2110-2412-2212-2712-2712-1412-0612-2711-0212-2712-212021-07-0712-212021-07-0512-3010-2112-072021-10-0212-2212-2712-2612-0612-0712-2712-0812-2112-2212-21 --11-0212-212021-08-1012-252021-07-0712-262021-07-0712-222021-10-112021-07-0707-2107-2112-23 --12-292021-07-0612-272021-08-0912-2411-022021-07-072021-07-0712-2612-2712-212021-07-0512-2112-272021-07-0712-282021-10-0309-3010-1412-2712-0712-2607-2107-2112-2807-2112-242021-08-1007-2112-2712-2111-0907-212021-07-0607-2110-3112-2712-2612-2812-2112-2612-2112-2712-2112-222021-07-072021-08-1007-2112-232021-10-0512-2207-2112-2512-272021-07-062021-07-052021-07-042021-07-0607-212021-07-0712-2812-2212-2112-2712-212021-01-0512-2212-272021-07-0712-2112-2212-2112-2812-2712-2112-2212-2312-1312-2712-2112-2912-212021-07-042021-08-2512-272021-07-0712-2712-2712-272021-01-0107-212021-10-042021-09-2612-2712-2212-2812-2812-2511-0112-2210-2709-2912-292021-07-0811-0211-0212-2212-272021-07-0711-0212-2209-2812-2712-2212-212021-07-0711-022021-01-0312-212021-07-052021-07-07 --12-212021-08-0912-2612-2212-2112-2112-3107-2112-2112-2712-06 --12-0712-272021-07-0711-022021-07-0712-2712-0612-2707-212021-08-092021-07-0710-2612-2712-2707-2111-0112-272021-07-072021-07-042021-07-062021-07-0612-272021-07-062021-01-0311-022021-07-0811-0210-22 --2021-06-2212-2812-2607-212021-01-042021-07-0711-0212-0611-0212-2912-222021-07-072021-01-0512-2107-2112-0612-2712-212021-07-062021-07-0612-132021-07-0512-1310-1812-3012-272021-07-0712-252021-01-262021-01-0211-0212-292021-07-0607-212021-08-0912-2812-2812-2111-02 --12-3012-252021-07-0612-2107-2112-2112-2712-282021-07-072021-08-092021-01-0412-2111-0907-212021-10-1012-2212-212021-07-072021-07-0712-2712-2212-2612-2212-2812-2712-2112-2512-252021-07-0712-2707-212021-07-0712-272021-07-0512-272021-07-0812-2212-2712-2112-0712-0212-252021-07-072021-06-2212-222021-08-092021-01-0412-272021-07-0612-2612-2712-2112-2112-212021-07-0712-062021-08-0912-212021-09-2712-2112-2112-0812-2111-0112-2712-2712-1512-2711-0212-2112-2512-272021-09-2912-282021-10-082021-08-0907-2111-0212-0707-2112-2212-2712-2210-1612-292021-10-1012-2112-2812-2612-2212-2712-3112-2712-2512-3112-272021-07-062021-07-0811-02
Previous peak daily increment 605 360 72 115 116 285 145 82 115 260 170 130 176 200 86 533 628 189 70 338 162 144 277 256 401 471 1200 68 166 98 95 58 233 49 484 157 434 228 121 524 171 233 370 1167 120 579 104 206 106 122 167 211 177 92 256 87 167 374 172 194 175 107 301 269 284 65 197 283 291 81 87 125 121 1221 82 242 35 114 94 708 34 551 427 53 181 641 162 140 201 69 81 254 67 204 248 187 125 322 216 697 557 296 60 135 370 85 182 106 184 65 231 206 102 176 146 117 56 164 646 273 103 118 128 457 90 88 94 661 150 138 56 81 274 130 1697 95 56 187 92 451 135 34 377 218 84 201 59 401 172 103 361 104 106 136 120 505 101 176 73 203 472 94 134 482 138 83 239 168 64 237 275 148 70 100 283 198 349 153 428 121 1522 469 104 457 80 229 111 480 303 200 96 47 2166 102 427 40 71 298 72 61 139 186 105 213 296 388 79 62 191 119 134 2512 105 723 190 212 186 84 94 137 116 55 969 105 65 203 228 77 102 277 322 138 1362 158 57 257 131 44 108 227 162 343 347 43 133 174 620 297 81 182 445 286 52 203 67 228 147 69 96 198 80 91 122 174 38 25 380 448 94 147 123 407 64 148 557 209 244 277 97 218 113 115 69 345 86 42 90 73 839 144 79 106 101 106 102 115 242 342 451 143 177 222 94 77 114 144 257 138 240 73 69 206 111 341 189 270 181 224 83 116 143 140 349 108 44 137 154 390 149 131 101 61 559 286 97 119 120 84 245 329 449 390 246 260 155 119 188 90 156 207 70 296 165 42 369 67 115 217 319 264 159 168 431 110 138 377 106 139 176 95 186 120 74 573
Low between peaks 0 -1 24 0 -26 5 -11 -7 9 30 54 -14 307 55 -9 0 2 -34 31 -4 -39 1 -18 3 0 73 2 -17 -6 -9 2 -2 3 21 -3 54 -11 -4 1 25 2 227 -1 -13 16 -8 43 -7 11 1 -4 -48 -3 -2 -3 49 -3 -2 -5 30 -1 -5 1 -6 0 44 -4 4 -5 1 19 32 75 -7 21 -8 -8 -25 1 -27 -25 27 -5 -12 -2 -17 -1 -8 -12 -9 33 59 -5 3 -2 30 -5 -5 -5 -3 -3 -12 -3 27 20 2 40 120 -18 -9 58 -22 14 27 11 31 20 6 2 5 -15 0 1 15 38 4 2 8 -8 32 39 -3 -7 5 57 88 22 -3 111 6 50 6 51 1 3 1 108 -23 0 -8 1 49 -51 -2 1 0 17 -6 0 -2 -14 -8 -1 40 -4 40 -45 -28 4 91 -10 -2 58 34 3 -4 -7 -1 42 -10 2 -16 -39 -13 27 -1 4 85 25 1 -40 3 -9 30 34 -12 -3 -4 51 1 29 5 1 -18 16 -9 -22 -4 -4 40 17 -2 1 -4 -2 -1 -12 7 6 -36 -68 -11 -19 -2 2 1 44 35 -48

Confirmed count forecast England (bold red line in graphs) 2021-12-21 to 2021-12-27

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
2021-12-20 27330 27716 9051 15911 22125 13874 26359 24113 9402 42102 24955 23827 22548 33895 11711 41395 67636 51009 12538 36965 26869 21464 31493 33194 65300 46352 203164 19830 34632 26942 13576 14617 55822 11668 71096 20362 101505 25642 18441 56606 15619 27544 47687 86677 17923 57564 18078 18812 20313 19399 38993 34521 37975 18791 37594 18458 23398 67393 18634 30295 17706 25240 50116 7378 34415 33562 17000 25571 64622 61203 17313 17134 16155 22462 74308 8744 33665 1710 15806 11508 14931 76606 11212 98531 60899 8771 21001 68143 26762 20541 23020 14488 16138 46449 10107 32863 60473 50148 16998 59585 17523 24822 65156 21065 12173 19310 19222 17038 26222 19829 14689 14966 17228 55309 22202 29025 16042 23212 7538 25318 56147 25645 14663 20542 19900 25611 17230 14909 21747 53265 25426 16891 11363 13967 38285 22783 113566 21202 13882 21125 15154 49487 23719 17204 50304 26898 13240 34769 16465 46251 17695 26829 43292 16075 19114 15188 19966 51719 24527 19604 15799 21290 54609 20282 20291 52039 27415 17235 11905 21523 9168 20772 39457 23809 18545 19874 49823 31195 77673 34488 62756 24170 153408 72503 14502 51905 18713 17929 25054 100009 42997 30289 10114 8880 114715 20986 52202 8452 16925 13259 37943 11383 12245 24431 31108 23436 29243 14395 50403 13868 13129 8410 29021 23535 21432 59256 22987 63739 28310 34177 21088 13527 17307 29255 21514 17792 67471 27865 9776 32649 40839 11856 18526 42138 53547 20935 66198 24624 11694 48181 1069 25871 16507 18338 17804 38763 43497 38383 16788 29423 28993 59338 26356 15665 27979 32837 47329 12437 34056 7731 46399 15731 14764 12521 52403 19725 14291 22474 17638 5852 7049 55430 64874 16521 12126 18639 54066 15612 20654 101702 1181 47156 29619 40060 19730 15812 12810 23062 19215 49076 11301 13971 22863 13611 56937 17746 15688 21656 21153 22393 19775 29957 43876 33971 55337 18721 27298 37502 23428 16913 15629 13420 57246 38329 48750 19187 16380 53694 15747 39005 25944 45728 35526 45925 15437 15632 18021 32675 23561 20465 13421 22137 17176 36040 22095 20738 17757 9181 59724 48570 19506 14581 24345 19547 66268 52108 51146 63152 42820 23778 18406 19807 22860 14023 21467 23074 7026 16448 20641 14911 30449 15611 22648 36051 66855 72370 19497 25885 57048 17948 27832 49645 16557 16146 25289 18305 30844 19679 15661 32442
2021-12-21 27440 27840 9156 15970 22240 13920 26520 24350 9402 42350 25120 23910 22590 34210 11800 42010 68520 51100 12600 37240 27180 21530 31700 33440 65720 47150 204200 19950 34630 27020 13620 14680 56080 11760 71560 20630 101600 25870 18630 56620 15830 27660 48290 87360 18130 58560 18220 19040 20510 19400 39310 34650 38120 18870 37680 18530 23670 68020 18680 30380 17860 25350 50720 7441 34420 33980 17100 25760 65060 61640 17400 17260 16180 22530 74690 8758 34010 1722 15860 11550 14960 77130 11310 99000 61380 8811 21160 69530 27100 20570 23400 14580 16220 46730 10180 33070 60740 50450 17150 59860 17640 24930 66130 21150 12220 19430 19270 17240 26600 19910 14720 15000 17260 55530 22290 29330 16150 23340 7566 25690 56820 25650 14910 20710 20010 25740 17340 15010 21890 53350 25550 17030 11420 14040 38460 22990 113900 21380 13950 21310 15240 49550 24030 17330 50340 27050 13300 35060 16570 46520 17850 26940 43700 16220 19160 15270 20080 52620 24650 19850 15900 21410 55230 20320 20480 52620 27490 17260 11950 21860 9247 20880 39970 23940 18620 19890 50060 31200 77920 34610 62970 24270 154200 72860 14620 52260 18800 18020 25230 100500 43260 30590 10220 8924 115400 21130 52560 8495 17030 13300 38000 11480 12400 24700 31230 23550 29310 14430 50860 14050 13180 8463 29080 23690 21600 59530 23140 63800 28440 34380 21090 13750 17400 29350 21930 17930 67470 27970 9880 32850 40890 11900 18610 42400 53760 20940 66740 24680 11770 48420 1076 26180 16600 18400 17850 38820 43890 38590 16890 29550 29210 59960 26440 15730 28300 32960 47540 12500 35010 7764 46560 15910 14860 12610 52600 19850 14470 22670 17760 5908 7083 56060 64870 16560 12180 18730 54330 15690 20850 102300 1188 47430 29660 40270 19810 15850 12960 23320 19320 49330 11390 14040 22940 13680 57460 17900 15810 21660 21280 22510 19840 30090 44190 34390 55840 18930 27680 37640 23550 16970 15810 13450 57590 38500 48880 19270 16430 53730 15860 39360 26110 45830 35730 46160 15530 15770 18120 32860 23750 20630 13500 22310 17380 36570 22370 20840 17790 9246 59820 49040 19710 14800 24380 19710 66400 52300 51170 63390 43080 23950 18680 20020 22970 14120 21730 23340 7102 16490 20750 14990 30530 15680 22790 36310 67160 72850 19860 26190 57230 18130 28100 49760 16650 16240 25480 18370 31070 19740 15730 32640
2021-12-22 27560 27920 9246 16020 22390 13970 26630 24590 9417 42590 25280 24050 22720 34540 11870 42730 69390 51240 12650 37630 27450 21590 31920 33730 66010 47870 205300 20050 34660 27060 13670 14750 56340 11830 72070 20870 101900 26070 18800 57280 16040 27780 48780 88070 18360 59690 18360 19280 20720 19430 39720 34740 38280 19120 38200 18560 23950 68620 18700 30490 18000 25440 51330 7493 34770 34380 17130 25870 65530 62080 17490 17340 16380 22530 75120 8758 34370 1744 15930 11590 15030 77650 11420 99500 61990 8843 21330 70560 27390 20630 23730 14620 16340 46990 10250 33260 61000 50780 17310 60160 17750 25030 67040 21260 12240 19550 19270 17450 26980 19980 14720 15100 17260 55720 22370 29700 16260 23540 7589 26140 57550 25940 15130 20890 20120 25900 17430 15110 22020 53490 25670 17160 11490 14110 38620 23180 114300 21550 14040 21500 15340 50290 24380 17550 50970 27180 13310 35590 16660 47180 17980 26970 44120 16350 19170 15370 20190 53380 24780 20120 16010 21530 55890 20430 20670 53280 27680 17290 12000 22150 9338 21000 40480 24320 18680 19950 50280 31600 78180 34610 63950 24380 155000 73220 14720 53100 18840 18050 25350 101100 43540 30830 10320 8952 116100 21280 52990 8524 17120 13320 38540 11570 12580 24980 31320 23660 29350 14430 51290 14260 13230 8521 29100 23770 21770 59780 23290 64550 28500 34580 21120 13930 17490 29540 22330 18070 67510 28070 9960 33070 41020 11940 18740 42670 53840 21010 67250 24680 11840 48640 1076 26500 16680 18450 17880 38940 44230 38790 16990 29680 29440 60550 26510 15810 28680 33090 47760 12580 35850 7803 46840 16080 14950 12700 52840 19990 14630 22890 17870 5970 7087 56680 64960 16600 12210 18800 54610 15770 20970 103000 1188 47720 29750 40510 19840 15850 13110 23590 19440 49500 11520 14070 23080 13760 57910 18060 15940 21920 21400 22620 19920 30160 44560 34790 56820 19140 28070 37790 23620 17010 15980 13450 57900 38640 49070 19400 16430 53830 16060 39400 26160 45830 35910 46460 15610 15970 18230 33030 23940 20800 13600 22490 17590 37060 22630 21010 17850 9281 60540 49470 19930 15000 24480 19860 66620 52500 51860 64290 43280 24130 18960 20240 23130 14210 21980 23570 7160 16490 20850 15030 30530 15680 22870 36900 67480 73350 20180 26530 57470 18310 28390 49930 16740 16290 25620 18470 31440 19800 15770 32860
2021-12-23 27690 28020 9334 16070 22520 14020 26750 24810 9437 42830 25420 24180 22880 34800 11950 43450 70240 51360 12690 37960 27700 21650 32130 33970 66350 48530 206300 20160 34710 27110 13720 14810 56620 11910 72520 21130 102100 26270 18970 57900 16230 27900 49210 88750 18580 60790 18470 19500 20920 19460 40070 34850 38410 19330 38720 18610 24220 69290 18730 30620 18140 25540 51880 7548 35070 34790 17200 26010 65960 62480 17580 17440 16560 22530 75480 8759 34710 1762 16030 11630 15090 78050 11520 99900 62550 8878 21490 71480 27670 20690 24060 14690 16450 47260 10320 33450 61230 51070 17460 60420 17850 25130 67940 21370 12280 19660 19280 17620 27350 20050 14730 15180 17270 55920 22450 30030 16350 23700 7614 26550 58250 26220 15340 21090 20230 26050 17520 15220 22150 53630 25790 17290 11550 14180 38770 23350 114700 21680 14110 21680 15430 50970 24700 17720 51580 27310 13340 36100 16750 47840 18120 27040 44540 16490 19200 15460 20290 54110 24890 20370 16100 21620 56460 20540 20850 53900 27850 17350 12040 22400 9417 21110 40990 24640 18740 20050 50460 31980 78400 34670 64900 24490 155700 73580 14820 53890 18900 18100 25490 101600 43780 31090 10420 8988 116800 21430 53500 8558 17220 13350 39050 11650 12750 25260 31420 23770 29400 14440 51730 14450 13280 8579 29140 23890 21920 60020 23400 65270 28590 34770 21160 14050 17580 29690 22690 18180 67600 28170 10030 33280 41140 11980 18840 42890 53980 21060 67740 24700 11900 48890 1076 26750 16770 18500 17920 39090 44510 38990 17080 29810 29620 61140 26580 15870 29010 33240 47970 12650 36710 7837 47100 16240 15020 12790 53050 20110 14800 23090 17980 6025 7105 57290 65080 16640 12250 18880 54890 15850 21130 103500 1191 47960 29840 40720 19890 15870 13240 23860 19540 49710 11630 14120 23230 13830 58290 18190 16070 22170 21510 22730 19980 30260 44970 35190 57710 19350 28440 37930 23700 17050 16150 13450 58230 38790 49290 19520 16460 53970 16230 39580 26260 45880 36100 46750 15680 16200 18330 33170 24130 20960 13690 22660 17790 37570 22900 21140 17940 9306 61240 49880 20140 15190 24610 20010 66820 52710 52500 65190 43510 24300 19250 20450 23280 14300 22240 23800 7221 16490 20960 15090 30530 15710 22970 37450 67770 73820 20420 26850 57690 18480 28660 50090 16830 16360 25750 18580 31810 19860 15830 33070
2021-12-24 27800 28130 9409 16120 22630 14070 26880 25010 9471 43070 25560 24310 23020 35010 12020 44080 70980 51470 12720 38240 27930 21710 32330 34190 66700 49010 207200 20270 34740 27170 13770 14870 56850 11970 72930 21340 102300 26470 19130 58550 16420 28020 49580 89420 18760 61830 18570 19700 21120 19500 40370 34960 38510 19530 39230 18670 24480 69850 18760 30710 18280 25630 52350 7602 35220 35120 17280 26160 66350 62790 17670 17550 16740 22570 75820 8770 35040 1777 16100 11660 15140 78380 11610 100200 63070 8914 21610 72340 27880 20750 24250 14760 16540 47520 10380 33630 61420 51350 17610 60660 17910 25210 68740 21470 12320 19750 19310 17770 27700 20120 14760 15250 17300 56130 22530 30350 16420 23840 7640 26940 58920 26500 15540 21260 20340 26200 17620 15310 22270 53740 25910 17420 11610 14250 38910 23520 115100 21780 14180 21860 15520 51600 24980 17870 52130 27440 13380 36560 16850 48440 18260 27130 44860 16620 19230 15540 20400 54750 24990 20610 16170 21710 56960 20630 21000 54480 28010 17380 12090 22510 9484 21220 41500 24930 18810 20130 50610 32330 78600 34750 65830 24580 156400 73900 14930 54560 18970 18170 25640 102100 43990 31280 10510 9028 117500 21570 53930 8594 17310 13380 39530 11720 12910 25480 31530 23880 29460 14470 52170 14600 13340 8636 29180 24010 22060 60260 23530 65930 28690 34950 21210 14140 17670 29810 23010 18280 67740 28270 10090 33480 41260 12030 18910 43100 54140 21130 68220 24730 11970 49090 1080 27000 16850 18560 17970 39190 44750 39180 17160 29930 29790 61730 26650 15940 29300 33370 48180 12710 37250 7869 47290 16400 15090 12850 53230 20240 14970 23250 18090 6076 7128 57820 65180 16680 12290 18960 55150 15930 21300 104000 1195 48170 29910 40910 19950 15900 13360 24110 19650 49930 11720 14180 23320 13900 58640 18350 16190 22410 21590 22840 20050 30360 45290 35590 58490 19510 28780 38070 23800 17100 16310 13470 58560 38940 49450 19620 16500 54080 16400 39830 26370 45960 36280 46970 15740 16380 18430 33300 24310 21120 13770 22820 17980 38000 23150 21260 18010 9335 61930 50270 20320 15330 24720 20160 66990 52880 53110 66070 43740 24470 19440 20630 23400 14380 22490 24000 7273 16490 21040 15160 30570 15760 23090 37920 68030 74280 20650 27150 57890 18610 28920 50240 16920 16430 25850 18670 32080 19910 15890 33260
2021-12-25 27880 28250 9469 16180 22750 14120 27020 25210 9479 43300 25670 24430 23150 35180 12090 44450 71570 51580 12760 38510 28090 21770 32530 34390 67060 49490 208000 20380 34780 27230 13810 14930 57050 12020 73280 21520 102500 26670 19290 59110 16600 28140 49900 90080 18970 62880 18660 19890 21310 19540 40640 35070 38620 19710 39750 18730 24750 70370 18800 30800 18420 25730 52840 7657 35340 35430 17360 26320 66710 63180 17750 17660 16900 22610 76100 8783 35370 1792 16150 11680 15200 78680 11710 100500 63580 8951 21740 72830 28090 20800 24570 14840 16630 47790 10440 33820 61590 51590 17760 60860 17970 25290 69440 21560 12360 19840 19360 17930 28060 20200 14790 15310 17330 56340 22610 30660 16490 24000 7666 27330 59590 26770 15710 21400 20440 26350 17720 15390 22400 53890 26030 17560 11670 14320 39050 23680 115400 21870 14250 22040 15600 52220 25250 18010 52670 27580 13420 36920 16940 48920 18400 27210 45160 16760 19270 15620 20500 55360 25080 20860 16240 21790 57460 20750 21120 55060 28190 17420 12130 22660 9539 21330 42020 25210 18880 20190 50720 32690 78800 34830 66760 24630 157100 74190 15040 55210 19050 18230 25790 102600 44190 31480 10600 9068 118100 21710 54410 8632 17410 13410 40010 11800 13070 25780 31640 23990 29520 14500 52610 14730 13390 8692 29230 24150 22200 60500 23650 66530 28800 35130 21260 14230 17760 29930 23330 18380 67860 28370 10140 33680 41360 12070 18970 43290 54300 21220 68700 24770 12040 49270 1085 27230 16930 18610 18010 39290 44970 39370 17220 30050 29940 62320 26720 16010 29590 33480 48380 12770 37630 7901 47450 16550 15150 12910 53410 20360 15130 23410 18200 6125 7153 58300 65280 16720 12340 19050 55370 16010 21470 104500 1201 48350 29990 41100 20020 15930 13460 24370 19750 50150 11820 14230 23410 13970 58970 18500 16310 22640 21660 22950 20120 30470 45590 35990 59280 19660 29120 38180 23900 17150 16480 13490 58890 39090 49580 19710 16540 54180 16560 40100 26500 46030 36470 47230 15790 16590 18520 33410 24480 21280 13850 22990 18150 38380 23410 21370 18060 9355 62630 50610 20520 15460 24810 20320 67160 53030 53720 66960 43980 24630 19680 20820 23500 14440 22740 24180 7303 16520 21110 15220 30630 15820 23200 38300 68280 74740 20820 27450 58080 18690 29180 50370 17010 16510 25930 18730 32470 19950 15950 33460
2021-12-26 27990 28370 9533 16230 22880 14170 27160 25410 9490 43540 25770 24560 23280 35340 12160 45050 72210 51710 12800 38830 28270 21830 32720 34580 67440 49940 208700 20490 34830 27300 13850 14990 57300 12080 73650 21700 102700 26880 19440 59670 16780 28250 50180 90730 19190 63920 18750 20080 21510 19590 40890 35190 38740 19890 40260 18790 25010 70890 18840 30890 18550 25840 53320 7712 35490 35750 17450 26490 67050 63540 17840 17770 17050 22660 76400 8799 35690 1805 16230 11730 15250 78970 11800 100900 64080 8989 21870 73290 28290 20850 24820 14920 16720 48060 10500 34010 61770 51840 17900 61110 18010 25360 70140 21660 12410 19910 19410 18090 28430 20280 14830 15380 17370 56560 22690 30970 16570 24140 7693 27710 60260 27040 15900 21550 20550 26490 17830 15480 22530 54010 26150 17690 11730 14380 39190 23830 115700 21970 14320 22220 15690 52830 25520 18140 53200 27720 13470 37270 17040 49430 18540 27310 45430 16900 19300 15700 20610 55910 25180 21100 16300 21870 57960 20860 21230 55630 28360 17470 12180 22810 9609 21430 42550 25500 18950 20270 50860 33040 78990 34930 67700 24720 157800 74480 15150 55810 19130 18310 25950 103100 44380 31680 10690 9110 118700 21840 54890 8671 17510 13450 40480 11850 13230 26020 31750 24100 29580 14540 53050 14880 13440 8748 29290 24290 22330 60740 23770 67130 28910 35320 21280 14310 17850 30030 23620 18490 67990 28480 10180 33870 41510 12120 19050 43470 54490 21300 69180 24820 12110 49410 1091 27430 17020 18670 18060 39400 45190 39570 17290 30170 30080 62910 26800 16070 29890 33610 48580 12840 38170 7932 47660 16700 15210 12970 53600 20480 15300 23570 18310 6173 7183 58740 65380 16760 12380 19130 55610 16080 21660 105000 1207 48520 30070 41260 20090 15970 13560 24620 19850 50380 11910 14290 23530 14020 59280 18640 16440 22870 21720 23060 20170 30570 45880 36400 60030 19810 29440 38320 24010 17210 16650 13520 59230 39240 49760 19810 16580 54310 16740 40410 26640 46130 36660 47460 15840 16800 18620 33520 24660 21450 13930 23150 18330 38780 23670 21470 18120 9362 63330 50950 20690 15590 24930 20480 67320 53230 54310 67860 44220 24790 19920 21000 23600 14510 22990 24330 7343 16550 21190 15290 30710 15890 23330 38700 68540 75190 21010 27750 58290 18800 29440 50550 17100 16600 26020 18830 32760 20010 16020 33640
2021-12-27 28050 28490 9567 16280 23010 14210 27300 25600 9521 43770 25910 24650 23460 35550 12240 45480 72880 51870 12850 39170 28430 21890 32920 34760 67830 50320 209400 20610 34940 27360 13890 15050 57540 12120 74130 21910 102900 27090 19560 60280 16960 28360 50440 91390 19280 64970 18850 20260 21710 19670 41130 35310 38860 20080 40780 18860 25290 71230 18880 31020 18690 25940 53710 7768 35800 36120 17550 26660 67380 63890 17930 17880 17230 22710 76770 8817 36020 1818 16270 11770 15320 79380 11890 101300 64570 9027 22010 74130 28530 20950 25060 15000 16810 48330 10550 34200 61990 52140 18050 61380 18050 25410 70820 21760 12460 20020 19460 18220 28790 20360 14860 15460 17410 56770 22780 31280 16670 24270 7720 28100 60940 27300 16080 21670 20650 26630 17930 15570 22660 54180 26270 17830 11790 14450 39360 23980 116100 22070 14380 22400 15770 53420 25770 18260 53730 27860 13520 37680 17150 49900 18680 27410 45770 17050 19340 15780 20710 56490 25260 21340 16380 21900 58390 20960 21380 56210 28560 17530 12220 22940 9669 21530 43070 25770 19020 20380 51020 33390 79210 35040 68640 24800 158400 74860 15270 56360 19210 18390 26110 103700 44570 31900 10780 9154 119300 21980 55390 8711 17600 13490 40940 11910 13390 26220 31870 24210 29640 14590 53500 15030 13500 8804 29340 24430 22460 60980 23910 67810 29030 35500 21350 14370 17930 30130 23860 18620 68160 28580 10240 34070 41710 12160 19140 43700 54680 21520 69660 24870 12180 49550 1097 27650 17100 18720 18120 39580 45480 39760 17350 30290 30310 63500 26870 16140 30190 33750 48780 12900 38420 7962 47900 16850 15280 13060 53800 20600 15470 23730 18410 6219 7213 58990 65620 16800 12430 19220 55890 16160 21860 105400 1213 48710 30210 41430 20160 16010 13640 24880 19950 50610 12000 14350 23660 14090 59510 18790 16560 23100 21800 23180 20260 30680 46150 36810 60630 19960 29760 38500 24120 17260 16810 13550 59570 39390 50000 19920 16630 54480 16880 40740 26780 46230 36850 47730 15900 16940 18710 33650 24840 21610 14010 23310 18500 39230 23940 21570 18200 9410 64030 51240 20900 15720 25040 20650 67510 53430 54900 68770 44470 24960 20070 21170 23790 14600 23240 24530 7392 16600 21290 15360 30800 15960 23460 39110 68860 75640 21150 28050 58510 18960 29690 50720 17190 16690 26060 18910 33080 20070 16080 33830

Confirmed count average forecast England (bold black line in graphs) 2021-12-21 to 2021-12-27

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
2021-12-20 27330 27716 9051 15911 22125 13874 26359 24113 9402 42102 24955 23827 22548 33895 11711 41395 67636 51009 12538 36965 26869 21464 31493 33194 65300 46352 203164 19830 34632 26942 13576 14617 55822 11668 71096 20362 101505 25642 18441 56606 15619 27544 47687 86677 17923 57564 18078 18812 20313 19399 38993 34521 37975 18791 37594 18458 23398 67393 18634 30295 17706 25240 50116 7378 34415 33562 17000 25571 64622 61203 17313 17134 16155 22462 74308 8744 33665 1710 15806 11508 14931 76606 11212 98531 60899 8771 21001 68143 26762 20541 23020 14488 16138 46449 10107 32863 60473 50148 16998 59585 17523 24822 65156 21065 12173 19310 19222 17038 26222 19829 14689 14966 17228 55309 22202 29025 16042 23212 7538 25318 56147 25645 14663 20542 19900 25611 17230 14909 21747 53265 25426 16891 11363 13967 38285 22783 113566 21202 13882 21125 15154 49487 23719 17204 50304 26898 13240 34769 16465 46251 17695 26829 43292 16075 19114 15188 19966 51719 24527 19604 15799 21290 54609 20282 20291 52039 27415 17235 11905 21523 9168 20772 39457 23809 18545 19874 49823 31195 77673 34488 62756 24170 153408 72503 14502 51905 18713 17929 25054 100009 42997 30289 10114 8880 114715 20986 52202 8452 16925 13259 37943 11383 12245 24431 31108 23436 29243 14395 50403 13868 13129 8410 29021 23535 21432 59256 22987 63739 28310 34177 21088 13527 17307 29255 21514 17792 67471 27865 9776 32649 40839 11856 18526 42138 53547 20935 66198 24624 11694 48181 1069 25871 16507 18338 17804 38763 43497 38383 16788 29423 28993 59338 26356 15665 27979 32837 47329 12437 34056 7731 46399 15731 14764 12521 52403 19725 14291 22474 17638 5852 7049 55430 64874 16521 12126 18639 54066 15612 20654 101702 1181 47156 29619 40060 19730 15812 12810 23062 19215 49076 11301 13971 22863 13611 56937 17746 15688 21656 21153 22393 19775 29957 43876 33971 55337 18721 27298 37502 23428 16913 15629 13420 57246 38329 48750 19187 16380 53694 15747 39005 25944 45728 35526 45925 15437 15632 18021 32675 23561 20465 13421 22137 17176 36040 22095 20738 17757 9181 59724 48570 19506 14581 24345 19547 66268 52108 51146 63152 42820 23778 18406 19807 22860 14023 21467 23074 7026 16448 20641 14911 30449 15611 22648 36051 66855 72370 19497 25885 57048 17948 27832 49645 16557 16146 25289 18305 30844 19679 15661 32442
2021-12-21 27440 27830 9112 15970 22250 13910 26540 24320 9446 42350 25100 23950 22720 34180 11800 41940 68320 51170 12590 37280 27120 21530 31710 33400 65730 46910 204000 19950 34740 27020 13610 14690 56060 11730 71560 20560 101800 25870 18560 57170 15800 27660 48170 87340 18080 58350 18180 19010 20510 19470 39230 34630 38100 19000 38100 18530 23600 67910 18690 30410 17870 25360 50550 7435 34630 33920 17100 25740 65070 61560 17400 17270 16330 22590 74870 8776 34010 1721 15870 11560 15000 77020 11310 98900 61250 8821 21170 69180 27080 20610 23280 14570 16210 46720 10170 33060 60690 50480 17110 59850 17590 24900 65900 21150 12250 19410 19320 17210 26580 19920 14760 15050 17300 55520 22290 29300 16150 23390 7564 25660 56820 25890 14870 20700 20000 25750 17340 15000 21860 53510 25540 17020 11420 14020 38450 22960 114100 21320 13950 21310 15230 50130 24010 17280 50820 27000 13300 35320 16570 46870 17850 26960 43710 16220 19160 15260 20080 52370 24650 19800 15880 21390 55110 20410 20470 52530 27600 17300 11950 21720 9244 20870 40120 24130 18640 19980 50000 31560 77920 34640 63800 24290 154100 72850 14640 52740 18810 18020 25240 100600 43240 30570 10210 8933 115500 21090 52690 8498 17020 13300 38450 11440 12360 24660 31240 23550 29320 14480 50820 14040 13210 8452 29100 23720 21580 59520 23120 64490 28430 34390 21180 13600 17400 29330 21780 17920 67710 27970 9850 32840 41020 11910 18640 42360 53790 21090 66700 24730 11770 48360 1074 26100 16600 18400 17870 38930 43800 38600 16870 29540 29190 59890 26440 15730 28310 33020 47530 12490 34700 7768 46630 15890 14840 12610 52630 19840 14430 22680 17770 5890 7087 55840 65070 16560 12170 18720 54320 15690 20870 102200 1187 47370 29750 40260 19820 15890 12920 23330 19320 49320 11390 14040 23020 13670 57290 17920 15810 21880 21280 22520 19870 30060 44210 34340 56270 18900 27640 37670 23560 16970 15800 13480 57600 38490 48970 19310 16480 53850 15890 39560 26120 45900 35710 46210 15510 15800 18130 32820 23730 20630 13500 22280 17360 36480 22320 20840 17820 9225 60330 48930 19700 14760 24480 19760 66460 52320 51720 64230 43110 23940 18580 20000 23030 14110 21720 23300 7081 16540 20740 14990 30650 15750 22800 36610 67140 72820 19730 26170 57320 18140 28100 49820 16660 16270 25390 18400 31110 19750 15740 32620
2021-12-22 27570 27960 9170 16010 22340 13970 26690 24500 9507 42550 25230 24030 22850 34460 11870 42400 69000 51310 12630 37580 27330 21590 31910 33610 66010 47390 204900 20040 34840 27070 13650 14760 56290 11800 72020 20740 102000 26050 18680 57740 15960 27790 48560 87990 18210 59190 18280 19180 20670 19520 39480 34750 38230 19230 38600 18590 23760 68380 18720 30510 18000 25460 50940 7476 34840 34180 17190 25880 65530 61920 17470 17390 16490 22690 75590 8816 34330 1738 15950 11610 15070 77440 11400 99300 61640 8867 21330 70080 27340 20670 23530 14650 16300 46970 10220 33210 60910 50800 17220 60090 17690 24990 66620 21280 12330 19510 19450 17360 26860 20000 14870 15150 17410 55740 22380 29570 16250 23560 7588 25990 57410 26140 15030 20830 20110 25920 17450 15070 21940 53820 25670 17140 11480 14070 38570 23090 114800 21440 14020 21460 15310 50750 24280 17380 51320 27080 13340 35830 16660 47470 17950 27060 44070 16340 19190 15340 20180 52920 24780 19990 15950 21500 55600 20530 20590 52960 27810 17340 12010 21900 9327 20980 40800 24430 18700 20060 50180 31910 78190 34730 64870 24370 154900 73170 14750 53560 18890 18090 25370 101100 43450 30800 10290 8980 116400 21180 53040 8533 17120 13340 38910 11490 12480 24820 31340 23650 29380 14590 51240 14180 13300 8523 29180 23880 21700 59730 23250 65150 28540 34580 21330 13670 17470 29440 22010 18030 68020 28070 9930 33020 41170 11960 18750 42570 53970 21260 67220 24830 11820 48550 1080 26330 16680 18440 17970 39090 44110 38820 16960 29650 29400 60350 26510 15800 28610 33210 47730 12550 35240 7802 46860 16020 14890 12700 52870 19960 14560 22860 17870 5923 7114 56240 65270 16600 12220 18810 54540 15760 21050 102600 1193 47610 29880 40460 19880 15970 13030 23570 19420 49540 11500 14110 23190 13740 57690 18070 15960 22120 21380 22640 19940 30130 44530 34630 57230 19020 27960 37810 23670 17030 15930 13540 57930 38610 49160 19440 16580 53960 16030 40000 26250 46100 35870 46450 15580 15950 18220 32970 23870 20780 13590 22400 17520 36900 22510 20950 17890 9258 61030 49290 19890 14930 24600 19970 66660 52500 52330 65310 43370 24090 18740 20160 23200 14190 21940 23510 7137 16630 20830 15070 30930 15880 22930 37100 67390 73240 19930 26430 57640 18310 28340 49990 16770 16390 25520 18490 31370 19800 15810 32820
2021-12-23 27690 28090 9227 16050 22430 14020 26830 24660 9567 42750 25370 24110 23000 34700 11950 42870 69640 51430 12670 37870 27530 21650 32110 33800 66260 47870 205800 20130 34940 27130 13700 14820 56540 11870 72430 20930 102300 26220 18790 58290 16130 27910 48900 88570 18340 60010 18370 19350 20840 19560 39720 34860 38340 19450 39140 18660 23920 68870 18770 30620 18110 25560 51320 7518 35040 34450 17280 26020 65970 62270 17550 17490 16660 22780 76230 8854 34640 1754 16040 11640 15140 77810 11490 99600 62020 8906 21480 70970 27590 20730 23790 14730 16390 47220 10270 33360 61100 51090 17340 60330 17780 25090 67330 21400 12400 19610 19560 17480 27150 20080 14980 15240 17530 55940 22470 29840 16330 23700 7614 26310 58020 26400 15190 20970 20210 26080 17560 15140 22030 54100 25810 17250 11540 14110 38680 23220 115400 21560 14080 21600 15380 51360 24530 17470 51900 27170 13380 36350 16740 48060 18070 27160 44430 16460 19230 15420 20270 53450 24880 20170 16020 21610 56040 20640 20720 53410 27980 17400 12060 22070 9401 21090 41460 24720 18780 20160 50340 32260 78430 34830 65900 24460 155600 73510 14870 54380 18970 18170 25500 101500 43660 31050 10370 9034 117100 21260 53420 8570 17220 13370 39380 11540 12590 25010 31450 23750 29440 14680 51640 14320 13380 8587 29270 24030 21810 59930 23370 65990 28660 34760 21460 13740 17550 29530 22230 18120 68320 28180 10000 33200 41310 12010 18840 42770 54150 21420 67740 24930 11870 48760 1086 26550 16760 18480 18060 39240 44410 39010 17030 29760 29600 60830 26590 15870 28880 33410 47930 12600 35770 7834 47070 16140 14940 12780 53070 20070 14680 23030 17970 5957 7142 56620 65460 16640 12260 18890 54750 15840 21240 103100 1200 47840 30000 40650 19960 16060 13130 23800 19520 49760 11590 14170 23350 13790 58110 18200 16080 22340 21470 22760 19990 30210 44870 34940 57870 19150 28260 37930 23770 17090 16050 13610 58260 38730 49340 19560 16680 54090 16160 40460 26390 46290 36020 46680 15640 16110 18310 33110 24010 20930 13670 22520 17680 37340 22690 21050 17960 9286 61740 49640 20070 15080 24720 20150 66820 52680 52930 66370 43640 24230 18890 20320 23360 14260 22160 23710 7190 16720 20910 15140 31180 15990 23070 37570 67620 73660 20100 26670 57920 18460 28590 50150 16860 16510 25650 18600 31640 19860 15880 33010
2021-12-24 27810 28220 9283 16090 22520 14060 26960 24830 9630 42950 25500 24180 23150 34930 12030 43300 70230 51550 12700 38170 27740 21710 32290 34000 66520 48280 206700 20230 35020 27190 13740 14870 56760 11930 72830 21100 102500 26390 18910 58870 16290 28020 49210 89190 18460 60830 18440 19510 21010 19610 39930 34980 38440 19660 39710 18730 24090 69310 18800 30700 18220 25660 51670 7561 35210 34680 17380 26160 66370 62600 17630 17600 16820 22860 76790 8894 34950 1768 16120 11680 15200 78140 11580 99900 62400 8947 21610 71860 27830 20800 24030 14810 16480 47470 10310 33520 61250 51370 17440 60560 17850 25160 68000 21510 12480 19690 19660 17580 27400 20160 15070 15300 17620 56130 22570 30110 16400 23840 7641 26630 58620 26640 15340 21110 20310 26210 17670 15210 22120 54350 25940 17370 11600 14160 38790 23330 115900 21670 14150 21750 15460 51960 24750 17560 52470 27260 13420 36830 16820 48640 18180 27260 44730 16590 19260 15490 20360 53910 24990 20350 16090 21710 56470 20740 20850 53840 28160 17440 12110 22190 9469 21200 42120 25020 18850 20240 50480 32610 78640 34940 66970 24540 156200 73800 14990 55160 19060 18250 25620 102000 43850 31240 10440 9080 117800 21350 53750 8609 17320 13410 39840 11590 12700 25190 31560 23840 29500 14770 52030 14440 13460 8650 29340 24190 21920 60140 23490 66460 28780 34930 21600 13800 17630 29620 22440 18210 68610 28290 10070 33380 41440 12060 18910 42950 54330 21590 68220 25030 11920 48950 1094 26770 16840 18520 18160 39350 44680 39190 17110 29860 29790 61320 26660 15940 29140 33600 48120 12650 36220 7865 47250 16270 14990 12840 53230 20190 14810 23180 18070 5987 7171 56980 65600 16680 12310 18970 54980 15910 21430 103500 1207 48050 30100 40830 20030 16140 13220 24010 19620 49980 11690 14240 23460 13850 58440 18340 16210 22570 21550 22870 20050 30280 45180 35240 58600 19270 28500 38060 23890 17140 16180 13680 58580 38850 49500 19660 16780 54210 16290 40910 26530 46460 36190 46890 15700 16250 18390 33230 24160 21080 13750 22630 17830 37740 22870 21140 18020 9319 62410 49960 20250 15220 24850 20320 66960 52860 53500 67360 43870 24370 19040 20470 23500 14340 22380 23890 7240 16800 20970 15220 31400 16090 23180 38060 67820 74070 20280 26910 58170 18600 28830 50300 16950 16630 25750 18690 31880 19910 15950 33200
2021-12-25 27890 28320 9335 16140 22610 14100 27090 24990 9665 43150 25620 24250 23280 35140 12110 43590 70700 51670 12740 38460 27900 21770 32460 34190 66790 48680 207500 20320 35110 27260 13780 14930 56950 11990 73190 21230 102700 26520 19030 59410 16430 28140 49500 89810 18590 61650 18510 19650 21150 19650 40130 35100 38540 19860 40230 18790 24260 69680 18830 30770 18320 25750 52020 7603 35380 34870 17490 26290 66760 62950 17710 17700 16980 22930 77240 8929 35260 1783 16190 11710 15260 78470 11660 100100 62750 8981 21740 72700 28060 20850 24290 14880 16570 47720 10360 33660 61380 51640 17550 60770 17910 25230 68560 21610 12550 19770 19760 17690 27640 20240 15150 15360 17700 56290 22650 30370 16450 23960 7668 26940 59240 26880 15480 21190 20420 26340 17770 15260 22200 54580 26050 17480 11660 14200 38900 23450 116400 21770 14210 21890 15530 52570 24940 17640 53010 27350 13470 37280 16900 49200 18300 27320 45000 16690 19300 15560 20460 54330 25080 20530 16150 21780 56890 20840 20950 54230 28350 17480 12140 22320 9528 21300 42730 25310 18920 20300 50580 32960 78830 35030 67950 24580 156800 74040 15090 55930 19140 18330 25750 102500 44040 31420 10520 9109 118400 21440 54080 8647 17420 13430 40310 11640 12810 25360 31670 23930 29560 14850 52420 14560 13520 8707 29420 24340 22010 60350 23610 67060 28900 35100 21710 13860 17710 29710 22640 18300 68840 28390 10120 33550 41540 12100 18970 43140 54490 21750 68690 25110 11980 49130 1102 26990 16920 18550 18240 39440 44950 39360 17170 29950 29970 61800 26740 16010 29380 33760 48270 12710 36580 7896 47400 16410 15040 12900 53390 20310 14930 23330 18140 6018 7197 57280 65700 16720 12360 19060 55180 15990 21620 103900 1214 48240 30210 41010 20090 16210 13320 24180 19710 50200 11780 14310 23560 13910 58790 18460 16330 22790 21630 22980 20100 30360 45450 35470 59180 19390 28770 38160 24000 17200 16310 13750 58910 38960 49610 19760 16870 54320 16380 41320 26660 46630 36350 47110 15760 16390 18460 33340 24290 21220 13840 22720 17980 38060 23050 21230 18070 9350 63030 50220 20430 15350 24940 20480 67060 53020 54080 68420 44080 24510 19190 20610 23590 14410 22600 24040 7287 16880 21010 15280 31600 16190 23250 38560 68020 74500 20410 27140 58390 18680 29040 50440 17020 16730 25850 18740 32150 19960 16020 33390
2021-12-26 27980 28420 9386 16180 22690 14150 27230 25150 9719 43330 25730 24310 23410 35360 12190 43920 71240 51790 12780 38760 28030 21830 32620 34380 67040 49120 208300 20400 35180 27320 13820 14980 57180 12040 73550 21390 102900 26660 19120 59970 16590 28240 49700 90430 18730 62450 18560 19800 21300 19690 40330 35220 38660 20060 40690 18860 24430 70090 18860 30830 18420 25850 52370 7646 35560 35060 17580 26420 67080 63290 17790 17800 17140 23000 77700 8970 35550 1796 16260 11750 15310 78800 11760 100300 63130 9015 21840 73550 28290 20900 24540 14960 16660 47970 10400 33800 61520 51880 17660 61010 17970 25300 69170 21720 12620 19840 19860 17770 27900 20320 15240 15410 17790 56460 22730 30620 16510 24080 7696 27260 59800 27140 15590 21280 20520 26500 17870 15320 22280 54840 26170 17600 11720 14240 39010 23570 116900 21880 14270 22030 15600 53180 25160 17730 53630 27440 13520 37780 16970 49780 18420 27410 45250 16810 19340 15640 20540 54790 25160 20720 16220 21860 57330 20910 21040 54640 28510 17520 12180 22440 9590 21400 43420 25610 18980 20370 50700 33320 79020 35130 68890 24620 157400 74280 15200 56710 19220 18420 25860 102900 44210 31610 10600 9139 119200 21540 54360 8687 17510 13460 40780 11680 12920 25540 31780 24010 29630 14930 52810 14670 13580 8766 29500 24490 22100 60560 23740 67730 29020 35270 21830 13920 17780 29780 22840 18390 69100 28500 10190 33730 41670 12140 19030 43330 54660 21920 69200 25210 12030 49310 1110 27220 17010 18570 18310 39530 45220 39520 17220 30050 30180 62300 26810 16080 29610 33930 48430 12760 36850 7926 47570 16540 15080 12950 53550 20420 15030 23480 18220 6048 7226 57620 65830 16760 12410 19140 55400 16060 21820 104400 1222 48440 30320 41180 20150 16280 13410 24360 19790 50430 11870 14380 23680 13970 59100 18550 16450 23010 21700 23080 20140 30440 45700 35740 59840 19500 29050 38280 24110 17260 16430 13820 59250 39080 49730 19840 16960 54430 16500 41750 26800 46800 36520 47300 15810 16530 18530 33460 24430 21370 13920 22810 18130 38440 23220 21310 18120 9374 63680 50510 20610 15490 25030 20640 67150 53200 54660 69480 44300 24640 19350 20760 23700 14480 22830 24210 7334 16960 21060 15350 31820 16290 23330 39050 68200 74920 20540 27380 58640 18800 29270 50550 17100 16850 25950 18810 32400 20000 16090 33580
2021-12-27 28110 28560 9430 16230 22780 14190 27370 25310 9779 43540 25870 24370 23550 35620 12270 44250 71860 51920 12820 39070 28190 21900 32810 34570 67230 49590 209100 20500 35280 27390 13860 15040 57430 12100 73990 21570 103200 26820 19230 60540 16760 28360 50010 91040 18830 63320 18650 19960 21480 19750 40560 35340 38780 20260 41300 18930 24590 70490 18900 30940 18530 25960 52730 7690 35760 35300 17680 26580 67440 63650 17870 17910 17300 23090 78290 9012 35880 1810 16330 11790 15370 79200 11850 100700 63510 9052 21970 74450 28540 20980 24790 15040 16750 48230 10440 33960 61700 52200 17770 61270 18040 25370 69840 21840 12710 19940 19970 17860 28190 20410 15340 15480 17900 56650 22820 30910 16610 24200 7724 27590 60350 27380 15710 21370 20630 26650 17990 15380 22380 55140 26320 17710 11780 14300 39140 23680 117400 21990 14320 22180 15680 53790 25390 17810 54280 27530 13570 38290 17050 50350 18540 27520 45580 16930 19370 15720 20630 55280 25260 20910 16290 21950 57780 21000 21160 55080 28700 17570 12230 22580 9660 21510 44110 25920 19050 20460 50850 33680 79240 35240 70000 24690 158000 74610 15330 57460 19300 18500 25970 103400 44400 31840 10680 9188 119900 21630 54690 8727 17610 13490 41260 11730 13030 25710 31890 24110 29690 15030 53210 14800 13650 8835 29570 24650 22190 60780 23870 68530 29150 35440 21980 13970 17860 29870 23030 18490 69430 28610 10260 33900 41830 12190 19120 43540 54850 22110 69710 25310 12090 49490 1118 27430 17090 18610 18410 39670 45530 39700 17300 30160 30410 62800 26890 16150 29880 34120 48610 12820 37090 7956 47760 16670 15140 13040 53740 20540 15170 23630 18310 6078 7257 57940 66020 16790 12460 19220 55630 16140 22010 104800 1230 48660 30450 41370 20230 16360 13500 24550 19890 50660 11960 14440 23810 14030 59470 18680 16590 23240 21780 23210 20210 30520 46000 36050 60820 19610 29340 38430 24230 17320 16560 13890 59610 39210 49910 19950 17060 54550 16630 42220 26960 46980 36680 47520 15880 16690 18610 33610 24580 21510 14000 22940 18300 38860 23420 21400 18180 9422 64340 50800 20790 15640 25140 20830 67270 53390 55290 70530 44550 24780 19490 20910 23860 14570 23060 24410 7382 17050 21120 15430 32060 16420 23480 39540 68420 75340 20700 27620 58940 18950 29520 50700 17200 16970 26050 18900 32640 20060 16160 33760

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.