COVID-19 short-term forecasts Confirmed 2021-08-25 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 2021-08-25

Peak increase in estimated trend of Confirmed in England 2021-08-25

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)2021-06-2112-272021-07-082021-07-062021-07-062021-06-232021-07-11 -- --2021-03-252021-07-072021-07-062021-07-062021-07-072021-07-062021-07-082021-07-082021-07-062021-07-072021-07-062021-07-072021-07-062021-07-072021-07-062021-07-122021-07-0712-292021-07-0712-272021-07-0812-072021-07-072021-05-102021-07-062021-01-012021-07-072021-07-072021-07-0712-272021-07-072021-07-072021-08-122021-07-072021-07-072021-07-062021-07-062021-07-072021-07-072021-07-052021-07-072021-07-062021-06-272021-07-072021-07-302021-07-082021-07-072021-08-132021-07-042021-07-072021-07-092021-07-072021-07-152021-07-07 --2021-07-072021-07-062021-08-102021-07-082021-07-072021-07-072021-07-062021-08-112021-07-072021-07-072021-06-222021-06-202021-07-072021-07-272021-07-062021-07-062021-07-072021-08-10 --2021-07-022021-07-072021-07-072021-07-072021-07-072021-07-072021-07-052021-07-082021-07-072021-07-062021-01-022021-07-07 --2021-07-072021-08-112021-08-122021-07-07 --2021-06-212021-07-0807-212021-07-062021-08-10 --2021-07-072021-07-072021-07-072021-06-132021-07-062021-06-222021-07-062021-07-072021-07-072021-07-072021-07-072021-08-122021-07-072021-07-092021-07-072021-07-052021-07-062021-08-102021-06-252021-07-082021-07-07 --2021-06-202021-07-052021-07-072021-07-062021-07-062021-07-042021-07-0610-042021-07-072021-07-082021-07-082021-07-072021-07-072021-08-11 --2021-07-072021-07-092021-07-072021-07-07 --2021-07-092021-07-062021-07-072021-07-072021-07-072021-07-052021-08-102021-07-082021-07-08 --2021-07-072021-07-04 --2021-07-072021-07-072021-07-062021-07-102021-07-072021-06-23 --2021-07-0812-212021-08-122021-07-072021-07-102021-07-082021-07-072021-07-072021-07-082021-07-0712-272021-07-072021-07-082021-07-072021-01-032021-07-032021-07-082021-07-072021-07-202021-07-1512-262021-07-072021-07-072021-07-072021-07-072021-07-07 --2021-07-102021-07-052021-07-0712-082021-07-082021-08-112021-07-082021-07-0712-21 --2021-07-072021-06-272021-07-072021-07-072021-08-092021-07-042021-07-172021-07-082021-07-062021-07-032021-07-072021-07-062021-07-072021-07-14 -- --2021-07-072021-07-032021-07-082021-07-20 --2021-07-052021-07-062021-07-072021-07-042021-07-062021-07-072021-07-082021-07-062021-07-252021-07-072021-07-082021-08-082021-07-072021-06-292021-06-22 --2021-07-072021-06-222021-08-082021-07-072021-01-01 --2021-07-062021-07-072021-07-082021-07-072021-07-082021-07-0710-042021-08-1212-272021-07-082021-07-062021-07-052021-07-072021-07-042021-07-082021-07-082021-07-072021-07-072021-07-072021-07-072021-07-072021-08-082021-07-072021-07-062021-07-0612-232021-08-112021-06-282021-07-062021-07-082021-07-0807-212021-08-122021-07-072021-07-06 --12-292021-07-072021-08-132021-07-052021-07-072021-08-092021-07-072021-08-132021-07-0610-042021-07-202021-07-082021-07-062021-07-072021-07-072021-07-082021-06-272021-07-072021-07-072021-07-072021-07-072021-07-072021-07-072021-07-062021-07-072021-07-072021-06-202021-07-072021-07-062021-07-052021-07-072021-07-082021-07-052021-07-072021-07-072021-07-072021-08-122021-07-072021-07-072021-06-222021-07-082021-08-102021-07-072021-07-062021-07-072021-07-282021-08-122021-07-072021-07-062021-07-072021-07-0712-062021-08-092021-07-072021-07-052021-07-082021-07-072021-08-112021-07-072021-07-062021-07-072021-07-092021-07-062021-07-072021-07-082021-07-072021-07-072021-07-072021-07-132021-07-072021-07-072021-08-0910-042021-07-07 -- --2021-08-092021-08-102021-07-072021-07-072021-07-082021-08-102021-07-072021-06-292021-07-072021-07-072021-07-072021-07-062021-07-072021-08-122021-07-082021-07-072021-07-062021-07-082021-06-30
Peak daily increment 137 102 51 115 105 84 99 106 127 93 63 100 57 93 260 276 49 139 152 144 210 103 379 176 1249 72 157 159 95 61 208 42 484 107 478 103 107 176 68 65 218 621 60 258 94 72 97 74 161 32 158 70 159 69 61 96 115 24 101 94 227 118 170 66 72 269 243 82 77 69 121 446 20 142 13 66 114 45 780 607 376 53 101 229 122 140 92 53 86 246 48 400 184 49 269 184 189 296 46 137 62 122 88 112 65 66 295 73 85 61 90 33 82 145 105 58 110 126 81 66 37 237 60 67 56 82 274 123 631 95 58 63 113 163 70 229 78 84 156 152 61 113 143 65 146 52 65 151 82 73 197 80 84 130 101 71 56 18 96 189 84 65 71 247 93 271 311 301 117 707 284 51 213 80 100 85 727 108 120 41 47 442 169 40 71 105 124 75 37 101 186 274 97 196 49 40 31 24 94 116 384 105 152 35 139 94 256 78 70 95 35 203 228 77 96 126 322 85 264 158 35 255 4 131 56 113 145 343 203 104 83 120 297 57 114 150 154 52 140 67 213 75 69 49 207 81 47 116 70 19 32 253 255 94 83 138 195 65 96 482 24 181 59 277 42 49 73 68 345 97 40 78 68 460 58 68 77 92 106 75 303 200 152 243 70 131 141 87 77 56 43 243 339 240 74 69 428 57 145 101 212 151 219 83 60 151 137 116 92 39 101 78 100 105 131 101 63 226 184 59 64 66 79 352 191 157 313 195 111 73 70 84 37 102 88 82 79 94 78 68 138 380 351 62 81 243 59 92 185 99 63 68 76 117 120 74 138
Days since peak 65 241 48 50 50 63 45 153 49 50 50 49 50 48 48 50 49 50 49 50 49 50 44 49 239 49 241 48 261 49 107 50 236 49 49 49 241 49 49 13 49 49 50 50 49 49 51 49 50 59 49 26 48 49 12 52 49 47 49 41 49 49 50 15 48 49 49 50 14 49 49 64 66 49 29 50 50 49 15 54 49 49 49 49 49 51 48 49 50 235 49 49 14 13 49 65 48 400 50 15 49 49 49 73 50 64 50 49 49 49 49 13 49 47 49 51 50 15 61 48 49 66 51 49 50 50 52 50 325 49 48 48 49 49 14 49 47 49 49 47 50 49 49 49 51 15 48 48 49 52 49 49 50 46 49 63 48 247 13 49 46 48 49 49 48 49 241 49 48 49 234 53 48 49 36 41 242 49 49 49 49 49 46 51 49 260 48 14 48 49 247 49 59 49 49 16 52 39 48 50 53 49 50 49 42 49 53 48 36 51 50 49 52 50 49 48 50 31 49 48 17 49 57 64 49 64 17 49 236 50 49 48 49 48 49 325 13 241 48 50 51 49 52 48 48 49 49 49 49 49 17 49 50 50 245 14 58 50 48 48 400 13 49 50 239 49 12 51 49 16 49 12 50 325 36 48 50 49 49 48 59 49 49 49 49 49 49 50 49 49 66 49 50 51 49 48 51 49 49 49 13 49 49 64 48 15 49 50 49 28 13 49 50 49 49 262 16 49 51 48 49 14 49 50 49 47 50 49 48 49 49 49 43 49 49 16 325 49 16 15 49 49 48 15 49 57 49 49 49 50 49 13 48 49 50 48 56
Last total 13117 10381 4846 8396 12443 6574 13298 10428 3583 22406 12737 14403 12564 16866 5624 28596 41172 31181 6652 22416 13220 12778 15447 20040 37925 29161 144357 10941 26684 17044 6995 8575 40572 7080 40543 10860 71267 14394 9213 38065 9288 15233 26922 53772 8786 33569 9788 12096 11329 14571 25998 15891 23722 9923 21558 10051 13898 32437 11779 13137 10772 12569 25207 2702 18947 17953 7778 12887 33424 33453 9071 8475 6945 13089 39472 4167 16975 540 6972 5957 7903 34771 4648 63247 36814 4748 11580 42596 13354 12624 13765 6575 7546 28020 4937 20989 38149 20892 10170 37132 7624 14198 41911 10130 5064 8711 9510 7630 13277 10676 7240 7400 8816 30685 13213 13010 9030 10121 4246 11189 36784 16383 7861 11644 10656 11082 8183 7645 10821 22973 13421 10407 5120 8220 24170 13124 68400 11303 6158 13398 8488 30448 11051 5433 30848 16298 7085 20294 8235 28491 10749 13052 27548 6910 13715 8762 10293 33545 10945 11481 8440 8357 35557 9875 9137 32606 12302 12308 5695 10218 3214 9766 23125 13605 9018 10439 31789 17122 51082 24052 37257 14866 101567 49981 7389 31232 9869 10938 11988 70158 27505 17427 5298 4496 82209 12686 33250 4248 6235 7517 22260 4791 5129 11320 18058 11884 20722 7467 28304 6658 5607 2776 14027 10287 11901 40336 12520 44675 14161 18899 10417 5085 9273 18362 10124 8814 35747 14872 4434 16934 23294 6977 9888 24399 30322 11562 44944 13480 6880 35145 191 15174 5321 13545 8967 22126 20979 21702 6433 20318 16350 40394 17086 8623 13869 17839 25502 7328 16606 4416 31988 8659 9951 6774 31377 10484 7794 11988 10145 2660 3178 37762 45726 9007 5493 9383 35028 8360 10161 66875 437 22972 19338 24432 9429 7423 6875 9776 10478 26955 4248 7283 11189 7251 30117 8452 7334 9545 13053 9439 11848 20623 24162 19761 33522 10247 12697 24373 12273 8762 8601 5833 33689 25624 29318 8577 7180 36766 7749 22023 16552 22044 18429 28768 8932 7815 7526 16850 13281 9079 5730 14364 9306 22012 11579 10159 8092 2849 39404 27457 8665 7457 9481 8439 42187 34616 32725 34967 26553 12337 11051 8893 11318 7146 11862 10227 2495 8199 13156 7305 14021 6987 9851 21260 45354 30936 8064 12482 36455 9525 12891 33327 9515 8275 15028 9351 15882 11435 8224 19806
Last daily increment 154 133 9 37 48 70 129 92 95 198 58 100 54 93 25 65 106 136 35 67 52 56 110 73 309 50 458 74 49 89 23 53 89 13 135 53 185 39 62 119 29 6 77 286 44 94 40 39 66 38 83 41 79 44 69 66 48 72 25 90 17 119 145 31 119 58 54 58 171 147 25 43 31 37 564 44 67 9 31 27 66 373 34 252 171 22 31 156 60 66 38 27 24 125 26 235 174 146 46 157 106 147 146 101 26 77 220 57 43 88 76 39 161 160 59 85 50 52 16 47 113 51 18 60 58 154 64 64 211 323 36 39 29 30 104 64 909 52 52 39 28 80 51 46 92 68 24 61 49 80 32 65 106 29 48 31 45 107 75 47 47 191 126 70 40 112 85 20 153 47 14 60 78 36 67 70 193 51 145 75 130 87 358 206 16 99 41 41 99 198 94 69 12 25 258 101 77 26 54 34 63 39 40 49 119 133 63 119 116 21 15 22 45 43 61 134 77 105 52 167 132 52 38 109 50 68 678 75 27 94 102 40 62 96 133 70 172 61 36 107 2 51 69 36 72 135 219 168 20 50 60 97 80 30 46 279 64 25 80 16 82 21 23 30 168 70 34 66 38 17 20 150 149 46 72 109 146 44 30 238 4 131 62 96 89 112 34 87 41 178 47 40 67 39 477 39 36 69 37 64 62 74 106 55 84 45 57 79 61 48 40 82 148 91 138 37 56 128 48 88 54 138 108 137 39 21 69 123 40 42 44 102 34 76 44 74 23 28 87 101 41 24 8 57 176 142 106 103 118 63 31 46 49 46 52 62 23 134 56 54 176 46 67 54 118 191 39 76 133 33 76 154 37 29 13 36 62 52 38 58
Last week 628 632 125 267 317 303 620 509 503 1188 341 502 310 506 154 421 722 780 245 371 368 365 593 521 1727 461 2940 374 342 524 144 275 575 151 1035 297 1365 277 331 703 155 289 829 1660 260 660 302 224 359 194 456 427 713 278 407 305 298 802 216 548 153 596 728 187 563 353 358 351 938 841 204 347 227 256 2746 275 411 40 334 206 288 2921 206 1359 1072 159 308 974 420 320 222 230 350 879 179 1251 1028 945 253 936 747 697 782 452 192 511 939 322 340 477 417 239 635 1111 355 522 299 384 139 312 583 245 165 387 473 681 342 339 1066 1423 376 204 209 216 546 397 3937 340 257 236 251 524 336 340 507 352 191 437 308 464 196 393 508 236 258 274 399 561 499 238 277 801 710 411 289 652 527 162 530 303 133 454 463 244 340 433 1173 364 1195 551 684 379 2238 1249 206 639 304 307 538 1371 538 379 114 139 1409 562 501 124 316 149 448 343 209 359 759 690 456 421 627 163 186 136 513 325 387 686 355 689 446 872 617 334 256 515 319 341 2755 436 154 636 577 189 368 575 872 356 1048 379 210 628 10 394 407 228 367 829 1173 888 295 360 484 592 418 193 362 1260 802 156 460 126 535 138 123 222 907 400 176 347 219 115 159 778 923 292 399 633 804 277 218 1566 26 932 391 630 498 443 194 383 298 915 306 229 430 190 2149 252 200 365 282 509 341 447 682 317 566 234 390 472 385 272 241 392 835 587 779 303 356 736 237 533 303 1013 667 793 218 193 573 561 252 302 248 532 179 338 262 557 250 268 567 662 292 189 296 331 960 821 532 704 536 325 209 306 331 218 296 415 209 742 350 277 858 276 360 381 768 1365 307 400 783 221 426 903 228 228 320 246 421 295 219 448
Previous peak date07-2107-2112-2712-2612-2707-2112-2112-26 --12-2112-2112-2712-0712-2112-2312-2812-2310-1312-2712-232021-01-022021-01-1111-0212-2110-0712-2211-0212-2710-1310-13 --2021-01-0710-1511-1311-0212-2110-2412-22 --12-2712-1412-0612-2811-0212-2512-2112-2612-2212-3012-3010-2712-0710-2812-2112-2712-2612-0812-0612-2712-0812-2112-2212-21 --11-0212-2212-2812-2512-2212-212021-01-0312-2112-2112-3007-2107-2112-26 --12-2912-2612-2712-2112-2111-0212-2712-2812-2712-2712-2112-2512-2112-2112-2810-272021-02-2510-0310-1412-2712-0712-2612-2207-2112-27 --12-2412-29 --12-2412-2111-0907-2112-2607-2110-3112-2712-3012-2812-2112-2612-2212-2512-2112-222021-01-06 --07-2112-2312-2712-2107-2112-2512-2512-2510-1710-2912-2607-2112-2112-2812-2112-2112-2712-212021-01-0412-2212-2712-2812-2112-2212-2112-2812-2712-2812-2112-2312-1312-2712-1312-2712-2212-2912-2712-2812-3012-2212-2612-212021-01-01 --12-2806-1112-2712-2212-2812-2812-2511-0112-2210-2709-2912-2912-3011-0211-0212-2112-2712-2711-0212-2109-2812-2712-2212-2112-3111-022021-01-0312-22 --12-30 --12-2112-2112-2112-2210-1212-2612-3107-2112-2212-2712-0607-2112-0712-2812-2911-0211-0312-2712-0612-27 --12-0810-1410-2612-2612-21 --11-0112-2112-3011-0412-2111-0312-2712-212021-01-0111-0212-2911-0210-22 --12-2712-0612-2607-212021-01-0611-0211-0212-2811-0212-2912-2112-312021-01-0512-2207-2112-0610-1112-2112-2710-1912-1310-1112-1310-1812-3012-2810-1312-252021-01-262021-01-0211-0212-2910-3107-2112-2112-2812-2912-2211-02 --12-3012-2512-2512-2107-2112-2212-2112-2812-26 --2021-01-0412-2211-0907-2112-2112-2212-202021-01-0312-2812-2712-2212-2112-1412-2812-2612-2112-2512-2510-2712-2207-2112-2812-2711-0112-2112-2312-2212-2712-2112-0712-0212-2510-182021-01-0212-2612-292021-01-0412-2712-2112-2612-2112-2112-2212-2212-27 -- --12-2112-2712-2212-2612-0812-2111-0112-2712-2712-1512-2511-0212-2112-2212-2112-2712-2612-21 --07-2111-0212-07 --12-2212-2812-2210-1612-2912-2212-2212-2812-2712-2212-2712-3112-2812-2512-3112-2112-3012-2611-02
Previous peak daily increment 605 360 61 88 97 285 134 73 260 170 110 176 178 78 477 589 189 58 326 128 109 277 233 262 426 1200 75 166 98 58 234 50 355 142 434 228 524 155 233 307 1167 107 508 94 186 62 122 160 211 137 99 256 87 148 354 172 194 175 107 303 292 268 52 197 249 283 59 91 71 65 1221 82 243 35 53 94 288 37 551 288 38 181 598 151 69 189 72 58 164 27 211 248 187 118 322 150 697 536 60 52 76 160 106 184 51 231 206 102 163 146 107 56 146 593 273 97 74 457 90 74 110 661 150 125 54 42 127 82 1697 92 56 180 92 451 119 39 377 218 59 201 56 401 172 103 338 103 106 136 120 476 111 159 52 81 442 57 115 452 143 83 134 44 237 275 148 70 100 283 198 349 153 428 107 1522 469 104 457 71 229 102 480 274 200 90 36 2166 102 419 46 298 37 62 153 109 110 213 296 361 79 62 65 191 105 63 2512 85 723 190 212 23 53 137 105 50 105 58 123 106 41 56 277 158 121 1362 90 68 257 125 48 108 227 154 135 347 42 156 174 623 105 81 176 445 286 41 188 39 194 138 65 96 198 80 85 67 174 36 25 417 448 80 147 82 407 65 131 557 209 244 167 104 218 110 102 69 181 42 86 73 839 94 79 108 80 66 102 115 248 293 451 131 156 222 94 55 112 144 189 138 197 67 42 206 105 331 189 270 181 172 56 109 44 140 349 90 44 138 123 360 138 51 559 151 90 110 120 84 245 329 449 390 227 260 138 117 160 65 154 86 296 165 43 67 115 217 319 264 83 148 431 106 138 377 106 115 176 95 173 71 69 573
Low between peaks 0 -1 -3 -2 -7 0 3 13 -11 2 -7 -17 -8 3 -2 9 -1 -30 -13 2 -14 -12 9 3 307 -1 55 -9 -14 17 2 31 -8 31 -4 -39 -11 1 -1 -18 -8 -8 -10 -16 -1 3 3 0 8 2 -17 -6 -64 5 -9 2 -2 3 -1 -7 -11 -11 -3 -9 -14 -3 -6 0 4 -11 -4 -9 1 1 2 -30 -13 -19 -5 -8 -4 -11 -5 1 -7 0 53 -3 1 -28 -14 -4 -3 -6 -3 -7 -6 -12 -2 -5 2 -1 -5 1 -17 -6 -5 0 -4 -80 -12 1 0 -4 0 0 -5 1 -7 -5 -8 -7 2 -7 -13 -8 -2 -8 -25 -21 -27 -25 -2 -5 -12 -2 -17 5 2 -1 -8 -12 -19 -1 2 -27 1 -1 12 -5 3 -7 0 -5 -5 -5 -3 -3 -12 -3 27 20 2 -5 40 120 1 -18 0 -9 2 58 7 -22 0 0 27 -45 -13 2 -10 -3 -10 39 5 -15 0 -3 0 0 1 -10 1 15 -14 4 2 8 -12 -3 -7 -6 5 -6 -16 5 1 -7 -3 -7 -4 6 -5 1 6 1 3 1 5 -74 37 0 -8 1 -1 -51 -13 -2 1 -20 -4 0 3 0 1 -6 0 -2 0 1 -14 -6 -8 2 -1 -4 -4 -20 -45 3 -6 23 -28 4 -3 -2 -3 -4 -12 -23 3 -5 -4 -7 -11 -5 -1 2 -5 -10 2 -2 -3 -16 -2 -6 -39 -13 -2 1 -1 -4 4 -5 -7 -12 1 -4 -13 -40 3 -9 7 -8 -5 -6 -12 -3 -7 -4 -9 2 -6 -11 -1 5 0 -18 -3 1 -18 16 -9 -22 -4 -6 -4 4 -12 -13 -5 1 -7 -2 1 -1 -12 7 6 -36 -9 -5 -68 0 -11 -19 -2 -6 2 1 0 -3 -6 -48

Confirmed count forecast England (bold red line in graphs) 2021-08-26 to 2021-09-01

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
2021-08-25 13117 10381 4846 8396 12443 6574 13298 10428 3583 22406 12737 14403 12564 16866 5624 28596 41172 31181 6652 22416 13220 12778 15447 20040 37925 29161 144357 10941 26684 17044 6995 8575 40572 7080 40543 10860 71267 14394 9213 38065 9288 15233 26922 53772 8786 33569 9788 12096 11329 14571 25998 15891 23722 9923 21558 10051 13898 32437 11779 13137 10772 12569 25207 2702 18947 17953 7778 12887 33424 33453 9071 8475 6945 13089 39472 4167 16975 540 6972 5957 7903 34771 4648 63247 36814 4748 11580 42596 13354 12624 13765 6575 7546 28020 4937 20989 38149 20892 10170 37132 7624 14198 41911 10130 5064 8711 9510 7630 13277 10676 7240 7400 8816 30685 13213 13010 9030 10121 4246 11189 36784 16383 7861 11644 10656 11082 8183 7645 10821 22973 13421 10407 5120 8220 24170 13124 68400 11303 6158 13398 8488 30448 11051 5433 30848 16298 7085 20294 8235 28491 10749 13052 27548 6910 13715 8762 10293 33545 10945 11481 8440 8357 35557 9875 9137 32606 12302 12308 5695 10218 3214 9766 23125 13605 9018 10439 31789 17122 51082 24052 37257 14866 101567 49981 7389 31232 9869 10938 11988 70158 27505 17427 5298 4496 82209 12686 33250 4248 6235 7517 22260 4791 5129 11320 18058 11884 20722 7467 28304 6658 5607 2776 14027 10287 11901 40336 12520 44675 14161 18899 10417 5085 9273 18362 10124 8814 35747 14872 4434 16934 23294 6977 9888 24399 30322 11562 44944 13480 6880 35145 191 15174 5321 13545 8967 22126 20979 21702 6433 20318 16350 40394 17086 8623 13869 17839 25502 7328 16606 4416 31988 8659 9951 6774 31377 10484 7794 11988 10145 2660 3178 37762 45726 9007 5493 9383 35028 8360 10161 66875 437 22972 19338 24432 9429 7423 6875 9776 10478 26955 4248 7283 11189 7251 30117 8452 7334 9545 13053 9439 11848 20623 24162 19761 33522 10247 12697 24373 12273 8762 8601 5833 33689 25624 29318 8577 7180 36766 7749 22023 16552 22044 18429 28768 8932 7815 7526 16850 13281 9079 5730 14364 9306 22012 11579 10159 8092 2849 39404 27457 8665 7457 9481 8439 42187 34616 32725 34967 26553 12337 11051 8893 11318 7146 11862 10227 2495 8199 13156 7305 14021 6987 9851 21260 45354 30936 8064 12482 36455 9525 12891 33327 9515 8275 15028 9351 15882 11435 8224 19806
2021-08-26 13160 10490 4869 8436 12510 6629 13410 10520 3664 22610 12790 14490 12590 16970 5647 28670 41360 31280 6688 22470 13280 12840 15560 20120 38150 29240 145000 11010 26680 17130 7016 8619 40650 7126 40950 10910 71490 14440 9259 38240 9313 15250 27230 54040 8832 33680 9840 12140 11360 14610 26090 15930 23840 9980 21630 10100 13970 32610 11810 13220 10800 12670 25340 2735 19040 18010 7838 12950 33530 33590 9105 8522 6983 13130 39950 4215 17040 546 7021 5988 7903 35350 4679 63390 36980 4771 11630 42760 13420 12640 13810 6610 7600 28140 4964 21300 38320 21130 10210 37240 7746 14320 42110 10210 5102 8842 9610 7687 13330 10750 7308 7447 8945 30870 13240 13090 9097 10190 4257 11240 36890 16450 7891 11710 10730 11170 8236 7645 11090 23240 13490 10460 5171 8254 24260 13190 69160 11420 6201 13440 8530 30540 11110 5455 30970 16350 7115 20370 8286 28580 10790 13120 27630 6946 13760 8866 10360 33630 10950 11520 8467 8462 35670 9940 9185 32710 12380 12340 5783 10230 3221 9850 23210 13650 9074 10490 31990 17190 51280 24140 37330 14900 102200 50190 7423 31430 9910 10990 12080 70490 27600 17480 5319 4521 82560 12760 33340 4269 6304 7558 22340 4835 5163 11380 18180 12050 20790 7562 28410 6688 5640 2798 14080 10390 11960 40460 12570 44800 14230 19090 10530 5142 9311 18490 10180 8871 35990 14950 4442 17030 23380 7006 9940 24540 30450 11630 45140 13550 6913 35260 193 15240 5398 13570 9035 22270 21200 21830 6484 20380 16430 40500 17150 8656 13930 18070 25580 7354 16680 4436 32070 8678 9970 6817 31530 10550 7829 12040 10180 2675 3205 37910 45890 9052 5564 9500 35110 8402 10200 67270 439 23170 19400 24560 9530 7503 6904 9840 10530 27110 4300 7318 11260 7282 30510 8497 7367 9610 13090 9530 11920 20690 24340 19820 33630 10290 12760 24500 12330 8810 8643 5876 33830 25710 29440 8626 7238 36810 7791 22110 16610 22250 18540 28830 8973 7845 7619 16920 13320 9130 5770 14440 9339 22080 11620 10260 8125 2851 39510 27570 8711 7487 9531 8496 42410 34730 32820 35100 26680 12400 11090 8944 11390 7181 11910 10310 2497 8276 13210 7351 14200 7027 9930 21390 45480 31200 8113 12550 36610 9566 12960 33420 9550 8353 15060 9392 15950 11490 8259 19890
2021-08-27 13240 10600 4906 8460 12560 6673 13500 10590 3746 22820 12840 14560 12630 17060 5657 28760 41520 31400 6704 22530 13360 12890 15650 20180 38270 29350 145500 11060 26690 17200 7027 8656 40720 7155 41240 10950 71740 14480 9294 38370 9345 15250 27440 54280 8876 33790 9870 12190 11390 14640 26160 15960 23950 10080 21740 10140 14030 32740 11830 13300 10830 12740 25450 2771 19100 18050 7899 13000 33650 33690 9138 8571 7028 13170 40370 4268 17100 546 7043 6016 7913 35860 4711 63560 37110 4778 11690 42940 13450 12670 13870 6646 7626 28250 4984 21530 38450 21310 10260 37360 7847 14430 42260 10290 5156 8937 9770 7754 13410 10810 7359 7492 9053 31030 13280 13120 9149 10240 4269 11300 36990 16490 7923 11760 10820 11260 8260 7662 11310 23460 13560 10500 5210 8281 24300 13230 69810 11490 6244 13500 8582 30670 11170 5455 31140 16400 7136 20480 8320 28700 10840 13180 27730 6979 13790 8932 10420 33730 10950 11580 8499 8565 35770 9990 9247 32810 12420 12380 5855 10270 3221 9960 23350 13720 9121 10560 32240 17270 51500 24200 37390 14940 102600 50370 7458 31580 9940 11070 12140 70750 27690 17530 5341 4535 82820 12800 33480 4275 6360 7588 22440 4887 5181 11450 18270 12240 20860 7642 28530 6720 5690 2815 14110 10470 12010 40590 12590 45000 14300 19270 10630 5213 9347 18610 10220 8942 36320 15070 4460 17140 23460 7016 9960 24640 30530 11730 45310 13600 6939 35390 195 15290 5498 13590 9106 22390 21390 21970 6553 20450 16500 40610 17200 8696 13990 18270 25680 7372 16720 4455 32150 8697 10000 6853 31660 10620 7863 12090 10210 2680 3235 38040 46020 9083 5640 9630 35220 8426 10230 67570 439 23340 19450 24660 9660 7557 6919 9920 10570 27240 4351 7339 11310 7304 30840 8559 7399 9700 13120 9650 11980 20710 24490 19890 33840 10320 12820 24590 12390 8860 8687 5924 33950 25770 29500 8666 7275 36880 7836 22180 16670 22450 18660 28900 9004 7876 7726 16920 13350 9168 5801 14500 9378 22140 11660 10370 8155 2897 39710 27680 8733 7521 9608 8559 42590 34850 32930 35310 26770 12450 11140 8976 11470 7203 11960 10380 2542 8361 13220 7390 14350 7069 9990 21480 45590 31430 8144 12590 36710 9612 13010 33520 9581 8400 15080 9428 16010 11530 8296 20020
2021-08-28 13300 10700 4935 8490 12600 6718 13600 10670 3808 23020 12890 14630 12660 17160 5673 28840 41620 31500 6729 22580 13440 12940 15730 20250 38440 29440 145900 11120 26710 17280 7042 8696 40780 7186 41430 10990 71980 14530 9338 38480 9374 15260 27570 54530 8920 33900 9910 12240 11440 14660 26230 16000 24070 10160 21830 10180 14070 32850 11850 13380 10860 12830 25570 2804 19180 18090 7959 13050 33750 33790 9171 8612 7069 13220 40770 4317 17170 549 7078 6044 7937 36240 4743 63710 37250 4792 11750 43110 13500 12710 13920 6681 7665 28360 5007 21730 38590 21430 10310 37480 7927 14540 42370 10370 5202 9014 9890 7815 13480 10870 7416 7537 9152 31200 13310 13170 9193 10300 4281 11350 37100 16530 7954 11820 10900 11330 8297 7692 11490 23660 13630 10530 5239 8312 24360 13280 70360 11540 6287 13550 8629 30780 11230 5467 31290 16450 7161 20580 8361 28810 10880 13250 27830 7013 13820 8987 10490 33820 10950 11630 8525 8659 35870 10040 9301 32890 12470 12400 5915 10300 3221 10050 23460 13780 9170 10620 32460 17340 51710 24270 37450 14970 102900 50520 7494 31670 9970 11130 12210 70920 27780 17570 5362 4553 83030 12860 33590 4287 6400 7620 22530 4935 5206 11520 18370 12410 20920 7719 28640 6752 5732 2834 14150 10510 12060 40720 12630 45170 14370 19450 10700 5277 9383 18680 10270 9005 36650 15170 4473 17240 23530 7034 9990 24730 30630 11810 45450 13650 6967 35470 197 15350 5588 13610 9172 22500 21560 22100 6612 20500 16570 40720 17260 8732 14050 18470 25750 7394 16770 4474 32230 8720 10020 6873 31800 10680 7897 12150 10240 2689 3264 38140 46150 9119 5711 9750 35300 8458 10270 67840 439 23470 19500 24770 9770 7617 6940 9980 10620 27370 4401 7365 11370 7331 31160 8613 7430 9770 13150 9760 12030 20760 24600 19950 34000 10350 12890 24660 12450 8908 8730 5966 34070 25840 29590 8710 7322 36960 7878 22260 16720 22590 18770 28980 9029 7907 7826 16950 13380 9212 5835 14570 9414 22180 11680 10470 8186 2939 39860 27770 8767 7553 9673 8618 42720 34940 33030 35490 26860 12500 11180 9017 11540 7230 12010 10440 2582 8447 13250 7431 14480 7110 10020 21540 45680 31610 8183 12650 36820 9655 13070 33630 9613 8440 15110 9466 16080 11580 8331 20120
2021-08-29 13380 10790 4962 8523 12650 6764 13700 10750 3862 23220 12940 14700 12690 17250 5691 28910 41730 31600 6757 22620 13500 13000 15810 20320 38620 29530 146300 11180 26730 17360 7059 8736 40840 7206 41600 11040 72200 14570 9374 38570 9400 15270 27700 54780 8964 34010 9960 12280 11490 14690 26290 16040 24180 10230 21910 10220 14110 32970 11880 13440 10890 12910 25690 2835 19260 18140 8018 13110 33860 33920 9204 8654 7108 13260 41170 4363 17230 553 7118 6073 7964 36630 4774 63860 37400 4810 11800 43280 13560 12750 13970 6716 7710 28450 5031 21920 38740 21540 10350 37590 7995 14640 42480 10430 5243 9079 10010 7873 13540 10940 7473 7581 9251 31370 13350 13220 9232 10360 4293 11410 37190 16570 7983 11880 10970 11430 8339 7736 11660 23850 13690 10550 5267 8343 24430 13340 70960 11580 6328 13590 8673 30880 11290 5485 31410 16500 7187 20660 8406 28910 10920 13310 27910 7048 13860 9059 10550 33900 10950 11670 8550 8758 35970 10100 9352 32970 12540 12420 5984 10330 3221 10140 23550 13830 9220 10670 32670 17410 51910 24350 37510 15020 103300 50660 7529 31760 10010 11190 12280 71110 27870 17620 5383 4574 83220 12910 33690 4302 6445 7650 22610 4982 5234 11580 18480 12570 20990 7791 28750 6782 5770 2851 14190 10550 12110 40840 12670 45310 14440 19620 10780 5336 9419 18750 10320 9063 36960 15260 4487 17340 23600 7056 10030 24820 30740 11890 45580 13710 6997 35550 198 15410 5671 13630 9233 22620 21740 22200 6663 20540 16650 40820 17310 8766 14110 18660 25810 7416 16840 4494 32300 8738 10050 6895 31940 10740 7931 12200 10270 2700 3291 38250 46280 9158 5775 9870 35390 8493 10300 68050 441 23590 19560 24850 9880 7677 6963 10050 10660 27510 4450 7394 11430 7358 31510 8661 7462 9840 13180 9860 12100 20810 24690 20010 34130 10390 12950 24730 12510 8955 8771 6016 34200 25920 29690 8755 7372 37060 7919 22340 16770 22750 18870 29070 9069 7936 7920 17000 13410 9259 5870 14640 9447 22220 11720 10580 8219 2979 40000 27870 8805 7583 9731 8674 42850 35050 33120 35640 26930 12560 11220 9062 11610 7260 12060 10500 2618 8540 13290 7473 14590 7151 10070 21580 45790 31800 8225 12700 36910 9697 13130 33720 9646 8476 15130 9503 16140 11630 8365 20220
2021-08-30 13450 10880 4987 8558 12720 6810 13800 10830 3955 23420 12990 14780 12750 17350 5711 28990 41870 31730 6787 22690 13570 13050 15900 20390 38810 29610 146900 11240 26760 17430 7077 8776 40960 7236 41800 11080 72430 14610 9430 38710 9426 15280 27890 55030 9008 34120 10000 12320 11550 14720 26380 16080 24300 10290 21990 10270 14160 33100 11900 13520 10920 13000 25810 2865 19330 18190 8077 13160 34030 34050 9236 8708 7147 13300 41560 4409 17290 556 7160 6102 8007 37080 4806 64080 37550 4829 11850 43440 13610 12800 14010 6750 7756 28600 5056 22130 38900 21730 10390 37760 8105 14740 42620 10500 5283 9194 10170 7931 13600 11010 7532 7625 9350 31550 13410 13290 9278 10420 4305 11460 37290 16620 8013 11940 11050 11530 8383 7788 11830 24050 13750 10590 5311 8375 24500 13390 71500 11660 6369 13640 8716 30980 11350 5505 31540 16550 7214 20740 8452 29000 10960 13380 28000 7084 13900 9150 10610 33990 10980 11720 8603 8880 36070 10160 9402 33090 12600 12450 6048 10370 3221 10220 23650 13880 9271 10730 32870 17470 52110 24430 37570 15080 103800 50890 7564 31900 10050 11240 12360 71400 27960 17680 5403 4595 83480 12970 33790 4318 6494 7682 22700 5028 5263 11650 18580 12710 21050 7862 28860 6813 5807 2868 14240 10620 12170 40960 12710 45450 14500 19790 10860 5395 9455 18850 10370 9120 37270 15350 4507 17440 23690 7078 10080 24930 30860 11960 45780 13770 7027 35660 200 15470 5755 13680 9292 22780 21880 22340 6712 20620 16720 40920 17370 8800 14170 18840 25950 7439 16900 4513 32390 8759 10070 6913 32080 10810 7964 12250 10300 2712 3318 38400 46440 9197 5839 9980 35550 8530 10340 68380 442 23760 19610 24970 9990 7738 6987 10120 10710 27650 4499 7424 11500 7386 31810 8709 7493 9910 13210 9960 12160 20860 24830 20070 34270 10430 13010 24830 12570 9002 8813 6078 34330 25990 29790 8801 7424 37170 7960 22420 16820 22920 18980 29190 9103 7966 8014 17050 13460 9306 5907 14710 9480 22280 11770 10680 8251 3019 40120 27980 8844 7613 9788 8730 43030 35200 33220 35790 27020 12610 11260 9107 11680 7290 12110 10560 2654 8631 13330 7516 14720 7191 10140 21670 45920 32050 8268 12760 37060 9738 13190 33860 9679 8527 15160 9541 16200 11680 8399 20310
2021-08-31 13530 10970 5011 8594 12770 6857 13910 10910 4047 23620 13050 14860 12800 17440 5732 29060 42000 31860 6819 22760 13640 13110 16000 20460 39010 29700 147300 11310 26800 17510 7096 8817 41060 7265 41990 11130 72650 14660 9481 38830 9451 15300 28050 55290 9052 34220 10050 12360 11590 14760 26450 16150 24410 10350 22070 10310 14200 33250 11930 13610 10940 13090 25940 2894 19420 18240 8137 13220 34190 34190 9269 8766 7185 13340 41960 4454 17360 561 7206 6131 8050 37530 4838 64330 37700 4849 11900 43600 13670 12860 14060 6785 7806 28740 5081 22330 39050 21900 10440 37920 8189 14840 42750 10570 5321 9285 10310 7987 13650 11080 7593 7670 9467 31720 13470 13350 9332 10480 4317 11510 37390 16660 8042 12000 11120 11640 8430 7841 12010 24280 13820 10630 5354 8408 24580 13450 72070 11720 6410 13680 8758 31080 11410 5529 31650 16610 7241 20820 8501 29090 11000 13440 28080 7119 13940 9214 10680 34070 11030 11760 8653 9020 36180 10220 9450 33200 12670 12490 6151 10420 3221 10310 23740 13930 9323 10800 33070 17540 52300 24500 37630 15150 104200 51120 7599 32010 10090 11300 12440 71630 28050 17750 5423 4618 83730 13020 33880 4336 6556 7714 22770 5074 5294 11710 18700 12850 21120 7932 28960 6843 5841 2885 14290 10680 12230 41070 12750 45580 14570 19970 10990 5452 9491 18930 10420 9175 37670 15430 4536 17540 23800 7104 10120 25020 30980 12030 45940 13830 7058 35770 202 15530 5836 13720 9350 22920 22070 22480 6757 20670 16800 41020 17430 8832 14230 19020 26070 7463 16960 4532 32480 8777 10090 6953 32220 10870 7998 12300 10340 2725 3345 38530 46600 9238 5901 10090 35680 8568 10380 68660 445 23910 19670 25080 10090 7801 7013 10180 10750 27790 4548 7456 11560 7415 32110 8754 7525 9980 13250 10050 12230 20920 24940 20120 34390 10460 13070 24910 12630 9049 8854 6144 34450 26070 29900 8847 7479 37300 8001 22500 16880 23040 19090 29330 9137 7996 8105 17110 13510 9355 5945 14790 9512 22330 11820 10780 8284 3058 40230 28110 8887 7643 9841 8785 43200 35330 33310 35930 27100 12670 11290 9155 11750 7321 12160 10620 2689 8734 13370 7559 14860 7231 10200 21740 46050 32280 8313 12820 37200 9778 13260 34020 9713 8565 15190 9580 16270 11730 8432 20400
2021-09-01 13620 11060 5034 8632 12810 6904 14010 11000 4132 23820 13100 14930 12850 17540 5754 29130 42110 31980 6853 22830 13700 13160 16110 20540 39220 29780 147800 11370 26840 17590 7115 8859 41150 7282 42150 11170 72870 14700 9535 38950 9476 15320 28160 55550 9095 34330 10100 12400 11650 14790 26530 16200 24520 10410 22140 10360 14260 33330 11960 13690 10970 13190 26060 2923 19500 18290 8196 13280 34350 34340 9302 8811 7222 13380 42380 4499 17420 566 7252 6161 8103 37960 4869 64550 37860 4871 11950 43760 13730 12910 14100 6820 7857 28860 5107 22560 39210 22060 10480 38070 8347 14950 42890 10630 5358 9363 10460 8043 13710 11160 7654 7714 9569 31900 13520 13420 9381 10550 4329 11570 37480 16710 8071 12060 11200 11750 8479 7889 12190 24510 13880 10660 5385 8442 24660 13510 72690 11780 6451 13730 8799 31170 11470 5554 31770 16660 7269 20890 8550 29170 11030 13510 28160 7155 13980 9241 10740 34160 11110 11800 8696 9158 36290 10280 9497 33310 12750 12510 6250 10460 3229 10390 23830 13970 9375 10860 33270 17600 52490 24580 37690 15220 104500 51320 7634 32110 10130 11350 12520 71840 28140 17810 5442 4642 83980 13080 33960 4355 6614 7746 22850 5119 5326 11770 18810 12990 21190 8002 29070 6872 5876 2902 14340 10720 12280 41190 12800 45700 14640 20140 11100 5509 9528 19030 10470 9230 38140 15510 4560 17640 23900 7130 10170 25120 31100 12090 46110 13890 7089 35880 203 15600 5917 13760 9407 23050 22290 22620 6801 20730 16870 41120 17490 8864 14290 19210 26150 7487 17030 4551 32560 8799 10110 6985 32360 10940 8031 12350 10370 2738 3371 38670 46740 9280 5963 10200 35810 8608 10410 68910 447 24050 19730 25170 10190 7864 7040 10250 10800 27930 4597 7488 11630 7444 32430 8798 7557 10050 13280 10140 12290 20980 25050 20180 34500 10500 13140 24980 12680 9096 8895 6211 34580 26150 30010 8894 7535 37420 8041 22580 16930 23190 19190 29440 9176 8025 8196 17170 13550 9404 5983 14860 9544 22400 11870 10890 8317 3096 40340 28210 8931 7673 9893 8840 43380 35460 33400 36060 27200 12720 11330 9204 11820 7353 12210 10690 2723 8842 13420 7604 14970 7271 10270 21800 46160 32490 8359 12880 37330 9819 13320 34160 9746 8599 15220 9618 16340 11780 8466 20480

Confirmed count average forecast England (bold black line in graphs) 2021-08-26 to 2021-09-01

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
2021-08-25 13117 10381 4846 8396 12443 6574 13298 10428 3583 22406 12737 14403 12564 16866 5624 28596 41172 31181 6652 22416 13220 12778 15447 20040 37925 29161 144357 10941 26684 17044 6995 8575 40572 7080 40543 10860 71267 14394 9213 38065 9288 15233 26922 53772 8786 33569 9788 12096 11329 14571 25998 15891 23722 9923 21558 10051 13898 32437 11779 13137 10772 12569 25207 2702 18947 17953 7778 12887 33424 33453 9071 8475 6945 13089 39472 4167 16975 540 6972 5957 7903 34771 4648 63247 36814 4748 11580 42596 13354 12624 13765 6575 7546 28020 4937 20989 38149 20892 10170 37132 7624 14198 41911 10130 5064 8711 9510 7630 13277 10676 7240 7400 8816 30685 13213 13010 9030 10121 4246 11189 36784 16383 7861 11644 10656 11082 8183 7645 10821 22973 13421 10407 5120 8220 24170 13124 68400 11303 6158 13398 8488 30448 11051 5433 30848 16298 7085 20294 8235 28491 10749 13052 27548 6910 13715 8762 10293 33545 10945 11481 8440 8357 35557 9875 9137 32606 12302 12308 5695 10218 3214 9766 23125 13605 9018 10439 31789 17122 51082 24052 37257 14866 101567 49981 7389 31232 9869 10938 11988 70158 27505 17427 5298 4496 82209 12686 33250 4248 6235 7517 22260 4791 5129 11320 18058 11884 20722 7467 28304 6658 5607 2776 14027 10287 11901 40336 12520 44675 14161 18899 10417 5085 9273 18362 10124 8814 35747 14872 4434 16934 23294 6977 9888 24399 30322 11562 44944 13480 6880 35145 191 15174 5321 13545 8967 22126 20979 21702 6433 20318 16350 40394 17086 8623 13869 17839 25502 7328 16606 4416 31988 8659 9951 6774 31377 10484 7794 11988 10145 2660 3178 37762 45726 9007 5493 9383 35028 8360 10161 66875 437 22972 19338 24432 9429 7423 6875 9776 10478 26955 4248 7283 11189 7251 30117 8452 7334 9545 13053 9439 11848 20623 24162 19761 33522 10247 12697 24373 12273 8762 8601 5833 33689 25624 29318 8577 7180 36766 7749 22023 16552 22044 18429 28768 8932 7815 7526 16850 13281 9079 5730 14364 9306 22012 11579 10159 8092 2849 39404 27457 8665 7457 9481 8439 42187 34616 32725 34967 26553 12337 11051 8893 11318 7146 11862 10227 2495 8199 13156 7305 14021 6987 9851 21260 45354 30936 8064 12482 36455 9525 12891 33327 9515 8275 15028 9351 15882 11435 8224 19806
2021-08-26 13220 10500 4868 8434 12500 6627 13400 10520 3659 22610 12800 14490 12620 16960 5648 28670 41300 31300 6684 22470 13280 12830 15560 20120 38240 29240 144800 11010 26730 17130 7017 8618 40670 7108 40740 10910 71490 14440 9271 38190 9313 15280 27070 54040 8832 33680 9830 12140 11390 14600 26080 15950 23840 9970 21640 10110 13950 32590 11810 13230 10800 12670 25330 2737 19040 18000 7837 12940 33570 33600 9103 8526 6981 13130 39950 4212 17040 547 7017 5989 7942 35390 4680 63470 36990 4771 11630 42760 13420 12670 13810 6607 7594 28160 4962 21230 38320 21060 10220 37280 7765 14300 42060 10210 5100 8803 9650 7685 13330 10750 7309 7435 8928 30860 13260 13090 9087 10190 4271 11240 36890 16430 7887 11710 10740 11190 8237 7693 11030 23220 13480 10450 5153 8255 24260 13180 69100 11370 6205 13440 8526 30540 11110 5487 30940 16350 7113 20370 8285 28580 10790 13130 27640 6945 13760 8807 10350 33630 11040 11530 8482 8484 35680 9940 9180 32710 12390 12330 5787 10260 3232 9850 23220 13650 9075 10510 31990 17180 51280 24130 37370 14930 102000 50190 7420 31350 9910 10980 12080 70400 27600 17490 5318 4522 82480 12780 33340 4270 6297 7543 22340 4859 5165 11380 18170 12000 20790 7538 28420 6687 5643 2795 14100 10350 11960 40460 12580 44790 14240 19040 10520 5155 9310 18450 10180 8872 36200 14950 4461 17030 23390 7009 9940 24500 30450 11630 45120 13540 6913 35240 193 15240 5398 13580 9034 22260 21190 21840 6481 20370 16420 40490 17150 8656 13930 18040 25650 7353 16680 4435 32070 8679 9970 6808 31520 10550 7833 12040 10180 2674 3206 37880 45870 9057 5569 9530 35150 8401 10200 67140 440 23140 19400 24540 9522 7496 6903 9850 10520 27110 4310 7318 11260 7284 30480 8499 7369 9620 13100 9530 11910 20690 24270 19820 33630 10290 12760 24470 12340 8810 8644 5891 33830 25710 29430 8622 7245 36870 7801 22110 16610 22220 18540 28910 8967 7843 7631 16950 13320 9132 5771 14460 9341 22080 11620 10260 8128 2886 39490 27550 8710 7490 9526 8502 42350 34750 32830 35090 26660 12400 11090 8941 11380 7182 11910 10300 2532 8308 13210 7349 14170 7034 9920 21340 45470 31140 8110 12550 36620 9564 12960 33470 9550 8318 15070 9394 15950 11490 8260 19890
2021-08-27 13280 10570 4893 8470 12560 6664 13490 10600 3721 22790 12850 14560 12660 17040 5669 28750 41430 31420 6710 22520 13350 12890 15650 20190 38480 29310 145300 11080 26770 17200 7033 8658 40740 7133 40950 10960 71720 14470 9316 38300 9339 15330 27230 54300 8879 33790 9870 12180 11430 14630 26150 16000 23950 10040 21720 10160 14010 32710 11840 13300 10820 12770 25430 2765 19110 18040 7899 12980 33710 33730 9137 8583 7020 13170 40270 4253 17100 551 7060 6018 7965 35970 4714 63660 37140 4790 11690 42930 13480 12710 13860 6641 7642 28300 4984 21440 38460 21230 10260 37410 7878 14380 42190 10260 5145 8908 9760 7742 13380 10830 7364 7472 9004 31020 13310 13150 9132 10250 4304 11300 36990 16480 7915 11760 10830 11260 8283 7726 11210 23380 13550 10490 5183 8288 24330 13240 69520 11440 6251 13490 8566 30630 11170 5537 31040 16400 7139 20460 8331 28670 10830 13200 27710 6982 13800 8853 10410 33700 11120 11570 8521 8562 35780 10000 9230 32810 12450 12360 5838 10290 3247 9960 23320 13700 9126 10570 32180 17260 51470 24210 37490 14970 102300 50370 7456 31470 9950 11030 12150 70640 27680 17540 5339 4543 82710 12870 33430 4289 6350 7554 22420 4932 5198 11440 18280 12090 20850 7582 28530 6722 5681 2810 14180 10410 12010 40580 12620 44930 14320 19150 10590 5224 9344 18530 10230 8928 36480 15050 4483 17130 23480 7031 9980 24600 30560 11700 45290 13600 6943 35350 195 15300 5477 13610 9083 22380 21370 21960 6531 20430 16500 40590 17200 8689 13980 18180 25780 7378 16740 4456 32150 8700 9990 6844 31660 10620 7869 12090 10210 2689 3235 38000 45980 9098 5623 9660 35260 8436 10240 67360 441 23310 19450 24640 9605 7546 6929 9920 10570 27240 4366 7348 11320 7314 30690 8546 7402 9700 13150 9630 11940 20740 24400 19880 33750 10320 12830 24550 12390 8865 8689 5932 33960 25780 29520 8669 7299 36950 7845 22190 16650 22400 18650 29010 9000 7873 7718 17030 13350 9184 5807 14540 9375 22130 11670 10350 8170 2925 39600 27640 8751 7517 9585 8561 42490 34870 32920 35240 26750 12450 11130 8987 11440 7211 11960 10370 2573 8388 13240 7386 14260 7084 9980 21410 45560 31360 8154 12610 36720 9603 13030 33580 9587 8364 15130 9425 16020 11540 8295 19980
2021-08-28 13330 10640 4915 8508 12600 6700 13580 10690 3781 22960 12900 14620 12700 17120 5691 28810 41520 31530 6736 22570 13410 12940 15740 20260 38710 29370 145700 11140 26810 17280 7050 8694 40810 7160 41110 11010 71930 14510 9365 38410 9363 15390 27360 54510 8924 33890 9910 12220 11480 14660 26220 16050 24060 10100 21790 10210 14060 32830 11860 13370 10840 12860 25530 2794 19180 18080 7959 13010 33830 33860 9171 8637 7057 13210 40600 4291 17170 555 7107 6045 7994 36500 4745 63820 37290 4810 11730 43090 13530 12750 13900 6670 7694 28440 5007 21640 38570 21380 10300 37540 7989 14450 42290 10310 5186 8999 9860 7795 13430 10900 7411 7507 9077 31180 13350 13220 9171 10310 4334 11350 37090 16520 7940 11820 10910 11320 8332 7765 11380 23550 13620 10520 5210 8313 24400 13290 69940 11500 6295 13540 8606 30720 11230 5583 31130 16440 7166 20530 8378 28740 10870 13250 27770 7020 13840 8896 10470 33780 11190 11620 8559 8644 35890 10060 9271 32900 12520 12380 5888 10330 3262 10060 23410 13750 9176 10630 32340 17320 51650 24290 37580 14990 102600 50520 7492 31570 9990 11070 12220 70820 27760 17580 5359 4563 82910 12960 33520 4308 6399 7566 22500 5002 5232 11500 18390 12170 20910 7624 28640 6755 5717 2825 14250 10470 12050 40680 12660 45050 14390 19270 10660 5290 9379 18600 10270 8982 36750 15130 4496 17220 23550 7054 10030 24700 30670 11760 45440 13660 6974 35430 196 15370 5554 13630 9131 22470 21540 22070 6575 20480 16570 40680 17260 8721 14040 18330 25880 7402 16790 4477 32220 8722 10010 6871 31780 10690 7900 12140 10240 2702 3261 38100 46080 9134 5676 9790 35360 8473 10270 67590 443 23480 19510 24740 9684 7595 6956 9980 10610 27370 4418 7379 11380 7344 30920 8590 7435 9760 13200 9730 11980 20800 24500 19930 33840 10360 12900 24600 12450 8917 8732 5970 34090 25850 29610 8717 7348 37040 7882 22270 16690 22560 18760 29110 9030 7902 7823 17120 13390 9236 5841 14620 9408 22180 11700 10440 8208 2963 39680 27710 8795 7542 9640 8612 42580 34980 33000 35360 26840 12500 11160 9034 11490 7240 12010 10430 2611 8469 13270 7423 14350 7131 10020 21480 45630 31560 8195 12670 36830 9633 13090 33680 9615 8406 15190 9461 16080 11590 8328 20070
2021-08-29 13400 10720 4935 8547 12650 6737 13680 10770 3840 23120 12950 14680 12740 17200 5715 28880 41620 31640 6764 22620 13470 12990 15820 20330 38940 29430 146200 11200 26850 17360 7067 8732 40880 7182 41270 11060 72140 14540 9411 38500 9386 15440 27480 54740 8968 34000 9950 12260 11530 14680 26280 16110 24170 10150 21860 10260 14100 32960 11890 13420 10860 12960 25640 2821 19250 18120 8019 13040 33950 33990 9205 8690 7094 13240 40950 4332 17230 559 7155 6075 8025 37010 4772 63980 37450 4832 11780 43250 13590 12790 13940 6700 7747 28570 5031 21830 38700 21510 10350 37670 8094 14510 42400 10370 5226 9080 9960 7843 13480 10970 7463 7538 9152 31330 13400 13290 9206 10370 4363 11410 37190 16560 7965 11880 10990 11400 8382 7813 11540 23710 13690 10550 5237 8335 24470 13340 70410 11560 6338 13580 8644 30800 11280 5626 31210 16480 7194 20610 8425 28810 10910 13310 27830 7056 13880 8944 10520 33850 11250 11660 8597 8732 36000 10120 9309 33000 12600 12410 5942 10360 3277 10150 23500 13790 9227 10680 32510 17390 51840 24370 37670 15030 102900 50660 7528 31670 10040 11120 12290 71030 27830 17640 5379 4584 83100 13050 33610 4327 6449 7580 22580 5070 5266 11560 18500 12260 20970 7672 28750 6788 5749 2839 14330 10530 12100 40800 12710 45160 14470 19390 10730 5354 9413 18670 10320 9035 37040 15210 4509 17310 23630 7078 10070 24790 30780 11830 45580 13710 7005 35520 198 15440 5629 13650 9178 22580 21720 22180 6615 20530 16650 40780 17310 8752 14090 18480 25980 7427 16840 4497 32290 8742 10030 6897 31920 10760 7931 12190 10270 2714 3289 38210 46180 9170 5731 9910 35460 8512 10310 67800 445 23640 19550 24830 9758 7646 6982 10040 10660 27500 4469 7411 11440 7374 31180 8630 7465 9830 13240 9820 12030 20860 24600 19990 33920 10390 12960 24670 12510 8967 8775 6014 34220 25920 29690 8764 7390 37140 7919 22350 16730 22720 18870 29220 9066 7932 7909 17200 13420 9288 5877 14690 9441 22230 11750 10530 8244 3003 39750 27790 8839 7567 9693 8665 42670 35100 33090 35480 26920 12550 11200 9082 11530 7271 12060 10500 2648 8558 13310 7461 14450 7175 10060 21530 45720 31780 8235 12730 36920 9667 13150 33760 9647 8447 15250 9491 16140 11640 8360 20150
2021-08-30 13470 10810 4960 8586 12710 6776 13770 10860 3930 23300 13000 14770 12790 17280 5738 28960 41750 31760 6793 22670 13540 13050 15920 20410 39190 29500 146700 11260 26910 17440 7085 8775 40980 7210 41440 11100 72380 14580 9462 38630 9410 15490 27650 55010 9012 34110 9990 12300 11580 14710 26360 16170 24300 10210 21930 10310 14150 33090 11920 13500 10880 13060 25740 2849 19320 18160 8080 13090 34100 34120 9239 8749 7129 13280 41320 4373 17290 564 7205 6105 8061 37570 4807 64200 37620 4854 11830 43420 13650 12840 13990 6735 7803 28710 5055 22030 38860 21690 10390 37820 8203 14580 42540 10430 5264 9192 10080 7895 13520 11040 7525 7578 9230 31490 13450 13360 9254 10440 4391 11460 37280 16600 7994 11950 11080 11480 8433 7867 11700 23900 13750 10590 5274 8373 24560 13390 70910 11630 6380 13620 8682 30880 11330 5674 31300 16520 7222 20680 8473 28900 10950 13380 27900 7093 13920 9001 10580 33930 11330 11700 8643 8830 36110 10180 9362 33110 12670 12430 6000 10390 3292 10240 23590 13840 9278 10750 32700 17450 52050 24450 37800 15080 103400 50880 7566 31790 10080 11160 12370 71290 27910 17690 5400 4614 83350 13130 33690 4347 6499 7595 22660 5137 5301 11620 18620 12330 21040 7721 28860 6820 5787 2857 14400 10590 12150 40910 12750 45300 14540 19510 10810 5417 9450 18750 10370 9087 37330 15290 4525 17410 23720 7103 10110 24890 30900 11890 45770 13770 7037 35620 200 15500 5704 13690 9236 22720 21890 22300 6661 20590 16730 40870 17370 8783 14160 18640 26130 7452 16900 4518 32370 8761 10050 6933 32090 10830 7967 12240 10300 2729 3322 38350 46310 9216 5788 10030 35590 8551 10350 68040 447 23800 19600 24940 9834 7700 7011 10120 10710 27630 4518 7444 11520 7404 31450 8677 7500 9900 13300 9920 12070 20920 24730 20040 34030 10420 13030 24770 12570 9023 8818 6064 34350 26000 29780 8813 7452 37230 7965 22430 16770 22880 18970 29340 9099 7960 7976 17290 13460 9341 5915 14770 9473 22280 11790 10640 8278 3050 39840 27880 8880 7593 9749 8719 42820 35240 33180 35620 27010 12600 11240 9130 11580 7301 12110 10570 2685 8646 13340 7499 14570 7227 10140 21610 45810 32020 8281 12790 37060 9705 13220 33880 9685 8493 15310 9531 16200 11690 8394 20240
2021-08-31 13530 10890 4982 8626 12760 6815 13870 10940 3993 23470 13060 14840 12830 17370 5762 29030 41880 31880 6821 22720 13610 13100 16030 20490 39460 29550 147200 11330 26950 17520 7103 8818 41070 7238 41650 11150 72600 14620 9511 38760 9433 15550 27810 55270 9056 34210 10030 12340 11630 14750 26430 16230 24410 10260 22000 10360 14210 33230 11950 13570 10910 13150 25850 2877 19390 18200 8144 13120 34250 34270 9274 8806 7165 13320 41660 4411 17360 568 7257 6135 8093 38150 4845 64410 37780 4878 11890 43580 13710 12890 14030 6766 7859 28860 5080 22240 39000 21880 10430 37960 8324 14670 42690 10490 5303 9298 10180 7953 13570 11120 7581 7622 9310 31650 13500 13430 9304 10510 4419 11520 37380 16650 8022 12010 11170 11560 8485 7906 11870 24080 13820 10630 5314 8408 24640 13440 71380 11700 6422 13660 8720 30960 11380 5726 31380 16560 7251 20760 8521 28970 10990 13450 27960 7132 13960 9046 10640 34010 11440 11740 8687 8934 36220 10240 9405 33210 12750 12460 6068 10420 3307 10330 23670 13890 9329 10800 32880 17520 52260 24530 37950 15130 103900 51100 7604 31910 10120 11210 12440 71530 27990 17760 5421 4643 83600 13220 33780 4368 6552 7613 22740 5204 5336 11680 18740 12420 21110 7768 28970 6853 5828 2872 14470 10650 12200 41020 12800 45420 14620 19640 10900 5481 9483 18830 10420 9138 37630 15370 4544 17510 23820 7130 10160 25000 31010 11950 45930 13830 7069 35720 201 15570 5781 13710 9290 22840 22070 22420 6705 20650 16800 40950 17420 8815 14230 18770 26260 7477 16960 4538 32460 8781 10070 6971 32230 10890 7999 12290 10340 2744 3353 38470 46420 9260 5841 10150 35710 8592 10390 68280 449 23970 19650 25040 9915 7751 7039 10180 10760 27760 4569 7477 11590 7435 31690 8719 7533 9970 13350 10010 12110 20980 24850 20100 34150 10460 13100 24860 12620 9075 8860 6109 34480 26070 29870 8864 7524 37340 8013 22510 16820 23020 19080 29460 9131 7991 8101 17380 13500 9394 5954 14850 9505 22340 11840 10760 8313 3089 39920 27970 8935 7618 9805 8771 42960 35360 33270 35770 27110 12650 11270 9179 11630 7332 12160 10640 2722 8731 13370 7537 14660 7279 10200 21690 45900 32270 8328 12850 37190 9742 13290 34000 9718 8536 15360 9571 16270 11750 8428 20330
2021-09-01 13600 10960 5004 8666 12810 6855 13970 11030 4057 23650 13120 14910 12880 17460 5786 29100 42000 31990 6850 22780 13670 13160 16160 20560 39720 29610 147700 11390 27000 17600 7121 8861 41160 7262 41860 11200 72830 14660 9567 38890 9457 15610 27970 55560 9099 34320 10080 12380 11680 14770 26510 16290 24540 10320 22070 10410 14270 33350 11980 13640 10930 13250 25960 2906 19460 18240 8210 13160 34400 34410 9308 8862 7200 13350 42010 4454 17430 573 7308 6161 8129 38770 4885 64610 37940 4901 11930 43740 13780 12930 14070 6797 7916 29010 5105 22460 39150 22070 10470 38100 8451 14770 42850 10540 5341 9411 10300 8015 13620 11200 7640 7670 9397 31810 13560 13510 9356 10570 4447 11570 37470 16700 8051 12080 11280 11640 8538 7941 12050 24280 13890 10670 5351 8442 24720 13490 71860 11780 6464 13710 8758 31040 11440 5783 31460 16600 7280 20830 8569 29050 11030 13520 28020 7171 14000 9088 10690 34090 11560 11780 8731 9039 36340 10300 9455 33310 12830 12490 6130 10460 3323 10430 23760 13940 9381 10860 33060 17580 52450 24610 38110 15170 104300 51330 7641 32020 10170 11250 12520 71770 28070 17820 5441 4673 83860 13310 33870 4388 6604 7627 22810 5271 5371 11740 18850 12520 21170 7814 29080 6885 5868 2888 14550 10710 12260 41140 12850 45550 14690 19760 10990 5545 9518 18920 10470 9191 37950 15450 4564 17600 23910 7156 10210 25100 31130 12010 46100 13890 7101 35830 203 15640 5858 13740 9339 22960 22260 22540 6746 20710 16880 41040 17480 8846 14300 18910 26370 7503 17030 4559 32540 8803 10090 7014 32400 10960 8032 12340 10370 2758 3386 38610 46540 9298 5900 10270 35830 8633 10430 68510 451 24130 19710 25150 9999 7810 7069 10250 10810 27900 4618 7510 11670 7465 31940 8770 7566 10040 13400 10110 12160 21040 24990 20150 34260 10490 13170 24940 12680 9126 8903 6161 34610 26140 29960 8914 7588 37440 8060 22590 16860 23180 19190 29560 9168 8022 8234 17480 13530 9446 5996 14940 9537 22410 11880 10870 8348 3144 40000 28050 8988 7643 9863 8825 43100 35480 33360 35900 27220 12700 11300 9228 11690 7363 12200 10710 2759 8824 13410 7575 14760 7330 10260 21770 45990 32520 8378 12910 37340 9777 13370 34110 9753 8582 15420 9608 16330 11800 8461 20420

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.