⭐ Como ganhar US$100 ao se registrar como novo usuário na flames bet? 🎁 É verdade que a esport bet dá US$100 grátis no seu primeiro cadastro? 💰 Por que a spicy bet oferece US$100 para novos usuários? ❤ O que você pode fazer com os US$100 de bônus da pag bet aposta ao se registrar? ️ Vale a pena criar uma conta na h2bet aposta só para ganhar US$100? 🕹 Como aproveitar ao máximo os US$100 de boas-vindas da brdice? 💸 A allwin realmente deposita US$100 grátis na sua conta de novato? ️ Quais jogos você pode explorar com os US$100 da fuwin? ⏱ Por que tantos jogadores escolhem a aajogo pelo bônus de US$100? ️ O cadastro na winbrl garante mesmo US$100 instantâneos? 🎉 É fácil sacar os ganhos feitos com o bônus de US$100 da queens? 🎰 Como começar a apostar sem risco usando os US$100 da brlwin? 🎲 O que torna o bônus de US$100 da pgwin tão especial? ✈ É possível transformar os US$100 de boas-vindas da today em grandes prêmios? ️ Como a brwin muda sua experiência de jogo logo no primeiro dia com US$100? ⚽ Você já imaginou ganhar US$100 só por se registrar na bet way? ⭐ Como ganhar 200$ ao entrar no dobrowin pela primeira vez? 🎁 É verdade que o betleao dá 200$ só por se registrar? 💰 Quais passos seguir para receber 200$ no moverbet? ❤ O winzada 777 realmente oferece 200$ de bônus de boas-vindas? ️ Vale a pena criar conta no supremo só para ganhar 200$? 🕹 Como funciona o bônus de 200$ no casadeapostas? 💸 É fácil se registrar no dobrowin e receber 200$? ️ O que fazer para ativar o bônus de 200$ no betleao? ⏱ O moverbet exige depósito para liberar 200$? ️ Dá para sacar os 200$ do wazamba sem apostar? 🎉 Como transformar o bônus de 200$ do fezbet em dinheiro real? 🎰 O betsson dá 200$ para qualquer novo usuário? 🎲 Existe limite de tempo para resgatar os 200$ no lvbet? ✈ Como confirmar se recebi os 200$ no dobrowin? ️ Preciso de código promocional para ganhar 200$ no betsul? ⚽ O pixbet dá 200$ para quem entra pelo aplicativo? ⭐ Posso receber o bônus de 200$ do bwin mais de uma vez? 🎁 Como criar conta no betobet e resgatar 200$ na hora? 💰 É seguro receber o bônus de 200$ do dobrowin? ❤ O que preciso preparar antes de me registrar no bet7 para ganhar 200$? ️ O betcris oferece 200$ para clientes antigos também? 🕹 Como aproveitar ao máximo o bônus de 200$ do blaze? 💸 Quais jogos aceitam o bônus de 200$ no 888? ️ Posso usar os 200$ do stake em apostas esportivas? ⏱ O bônus de 200$ do stake tem rollover? ️ Qual é a exigência de aposta para sacar os 200$ do esportesdasorte? 🎉 É possível transferir o bônus de 200$ do betmotion para outra conta? 🎰 Quanto tempo leva para receber os 200$ do rivalry? 🎲 O novibet envia os 200$ imediatamente após o cadastro? ✈ Como saber se sou elegível para o bônus de 200$ no pinnacle? ️ O cbet exige verificação de identidade para liberar 200$? ⚽ Dá para ganhar 200$ no dobrowin sem enviar documentos? ⭐ O bônus de 200$ do betleao expira? 🎁 O que acontece se eu não usar os 200$ do moverbet? 💰 Posso acumular o bônus de 200$ com outras promoções do gogowin? ❤ O jogos win dá 200$ de graça ou tem condições escondidas? ️ É possível ganhar mais de 200$ usando o bônus do mesk bet? 🕹 O infinity bet dá 200$ para usuários de qualquer país? 💸 Como funciona o resgate do bônus de 200$ no betfury pelo celular? ️ Posso ganhar 200$ no doce usando apenas o e-mail? ⏱ É necessário confirmar o e-mail para receber 200$ no bet7k? ️ Dá para retirar os 200$ do jogowin sem jogar? 🎉 Qual é o truque para conseguir 200$ rápido no lobo888? 🎰 O iribet paga mesmo os 200$ prometidos no cadastro? 🎲 O bônus de 200$ do leao é válido para slots? ⏱ O dobrowin oferece 200$ para quem indica amigos? ️ Dá para usar os 200$ do allwin em cassinos ao vivo? 🎉 Posso apostar no aajogo usando só o bônus de 200$? 🎰 Como evitar perder o bônus de 200$ no pgwin? 🎲 O greenbets exige aposta mínima para usar os 200$? ✈ É possível sacar os 200$ do brapub sem cumprir rollover? ️ O moverbet dá 200$ para novos cadastros sem depósito? ⚽ Qual é o prazo para sacar os 200$ do onebra? ⭐ O flames libera 200$ em dólar ou na moeda local? 🎁 O bônus de 200$ do brdice funciona para todos os jogos? 💰 Como ativar o bônus de 200$ no brwin pelo aplicativo? ❤ O poplottery envia os 200$ automaticamente após o login? ️ Posso dividir o bônus de 200$ do queens em várias apostas? 🕹 O bônus de 200$ no winbrl é só para novos usuários? 💸 O omgbet oferece 200$ sem necessidade de código? ️ Posso ganhar 200$ no winbra sem completar o cadastro? ⏱ O que acontece se eu tentar sacar os 200$ do goinbet antes do rollover? ️ É possível apostar em esportes virtuais com o bônus de 200$ do codbet? 🎉 O betleao permite combinar o bônus de 200$ com free spins? 🎰 Quantos dias tenho para usar os 200$ do fuwin? ⭐ O bônus de 200$ do allwin568 pode ser recusado? 🎁 O wingdus oferece suporte para quem não recebeu os 200$? 💰 Como reclamar se o juntosbet não liberar os 200$? ❤ É possível usar o bônus de 200$ do today no cassino ao vivo? ️ O bônus de 200$ do talon777 é válido para apostas de alto valor? 🕹 O brlwin dá 200$ para quem se registra pelo desktop? 💸 Existe algum horário para receber os 200$ no fazobetai? ️ O pinup bet oferece 200$ para usuários de Android e iOS? ⏱ Como sacar os 200$ do bet sport no mesmo dia? ️ É possível multiplicar os 200$ do bet esporte rapidamente? 🎉 O bônus de 200$ do mrbet vem com apostas grátis? 🎰 O premier bet dá 200$ para usuários que já tiveram conta? 🎲 Como aproveitar promoções junto com os 200$ do apostebet? ✈ O spicy bet paga os 200$ via PIX ou transferência? ️ Preciso inserir CPF para receber 200$ do prosport bet? ⚽ Dá para usar os 200$ do bet nacional sem confirmar identidade? ⭐ O bônus de 200$ do luck pode ser perdido? 🎁 O que fazer se o bônus de 200$ do jogodeouro não aparecer? 💰 O heads bet oferece 200$ para jogadores VIP? ❤ Posso solicitar os 200$ do marjack bet mais tarde? ️ É possível usar parte dos 200$ do apostaganha e guardar o resto? 🕹 O bônus de 200$ do gbg bet é renovável? 💸 O esoccer bet envia os 200$ para contas PayPal? ️ Dá para receber 200$ no esport bet sem baixar o app? ⏱ O bônus de 200$ do realbet exige número de telefone? ️ Posso ganhar 200$ no aviator aposta usando um VPN? 🎉 O bet vitoria permite sacar os 200$ sem apostar? 🎰 O bônus de 200$ do imperador bet pode ser transferido? 🎲 Posso usar os 200$ do realsbet em torneios? ✈ É possível perder o bônus de 200$ do bet favorita por inatividade? ️ O esportenet envia 200$ para contas bancárias de qualquer banco? ⚽ Como evitar erros ao resgatar 200$ no flames bet? ⭐ O pague bet aceita cadastro rápido para liberar 200$? 🎁 Dá para usar os 200$ do betsury sem restrições? 💰 O bônus de 200$ do doce888 é válido para apostas ao vivo? ❤ Posso combinar o bônus de 200$ com cashback no obabet? ️ Como retirar os 200$ do winzada via PIX? 🕹 O globalbet libera 200$ imediatamente após a confirmação? 💸 O bônus de 200$ do bet77 vale para roleta online? ️ O lottoland permite usar os 200$ em qualquer modalidade? ⏱ Preciso enviar documentos para sacar os 200$ do 7gamesbet? ️ É possível usar o bônus de 200$ do dicasbet para jogar blackjack? 🎉 O esportivabet dá 200$ para jogadores que não fazem depósito? 🎰 O que fazer para receber os 200$ no tvbet sem atrasos? 🎲 O bônus de 200$ do sportbet tem limite de ganho? ✈ É possível jogar pôquer com o bônus de 200$ do misterjackbet? ️ O esportebet exige cadastro completo para liberar 200$? ⚽ Dá para usar os 200$ do nacionalbet em apostas múltiplas? ⭐ O bônus de 200$ do simplesbet é pago em dinheiro ou créditos? 🎁 O betestrela oferece 200$ para novos usuários estrangeiros? 💰 É possível solicitar os 200$ do batbet por chat online? ❤ O bônus de 200$ do Pk55 é cumulativo com outras ofertas? ️ Dá para cancelar o bônus de 200$ no Bet61? 🕹 O Upsports Bet dá 200$ para quem faz login diário? 💸 Posso apostar baixo usando o bônus de 200$ no roleta online? ️ O bônus de 200$ do roleta é válido para baccarat? ⏱ O poker online envia 200$ via criptomoeda? ️ Como saber se o bônus de 200$ do poker está ativo? 🎉 O bônus de 200$ do blackjack online pode ser usado parcialmente? 🎰 O bingo realmente paga os 200$ prometidos sem truques? 🎲 How Can You Get $200 Instantly by Logging Into inclaves? ⏱ Have You Tried Registering at mega bonanza to Claim Your $200? ️ Why Does juwa 777 Give $200 to New Players? 🎉 Is It Really Easy to Get $200 from ding ding ding? 🎰 What Steps Do You Need to Take to Claim $200 at crown coins? 🎲 Does chumba Actually Give $200 on First Login? ✈ Can You Really Get $200 Just for Signing Up at high 5? ️ How Do You Claim the $200 Bonus from zula Fast? ⚽ Can You Withdraw the $200 Bonus from luckyland? ⭐ Is It Worth Registering at sportzino Just to Get $200? 🎁 What Are the Requirements to Receive $200 from fortune coins? 💰 Why Are So Many People Logging Into modo for $200? ❤ Does wow vegas Require a Deposit to Give the $200 Bonus? ️ How Can You Claim $200 from inclave Without Spending Money? 🕹 Do You Need ID Verification to Get $200 from brango? 💸 Is It Safe to Claim a Free $200 Bonus from golden hearts? ️ Does funzpoints Really Reward Every New Account with $200? ⏱ How Can You Maximize the $200 Bonus at cafe? ️ Who Is Eligible for the $200 Bonus at fortune? 🎉 Is There a Time Limit to Claim the $200 from gamblemax? 🎰 Is It Difficult to Register at baba and Receive $200? ✈ What Games Can You Play with the $200 Bonus from fanduel? ️ Do You Need a Promo Code to Get $200 from wind creek? ⚽ How Long Does It Take to Get $200 After Registering at crown coin? ⭐ Does hello millions Require Wagering Before Withdrawing the $200? 🎁 How Do You Avoid Errors When Logging Into limitless for $200? 💰 Is the $200 First Login Bonus at posh 100% Legit? ❤ What Should You Prepare Before Signing Up at mcluck for $200? ️ Can You Transfer the $200 Bonus from pulsz to Another Person? 🕹 Does betty wins Offer Other Promotions Besides the $200 Bonus? 💸 How Long Is the $200 Bonus from realprize Valid? ️ How Can You Check If You Qualify for the $200 Bonus at rolling riches? ⏱ Does royale Refund the $200 If You Don’t Use It? ️ Are There Any Hidden Fees When Claiming $200 from legendz? 🎉 What Is the Minimum Bet Requirement for the $200 at funrize? 🎰 Can You Claim the $200 Bonus from mr o More Than Once? 🎲 Does pacific spins Allow You to Claim $200 via Mobile? ✈ Is the $200 Bonus the Same on bvx Desktop and Mobile? ️ Do You Have to Download the chanced App to Get $200? ⚽ Can You Withdraw the Entire $200 from real prize? ⭐ Does dara Give the $200 Bonus to Existing Players? 🎁 How Can You Claim $200 from high five in Just One Day? 💰 Can You Use the $200 Bonus from extreme on All Games? ❤ Does lucky creek Require Email Verification for the $200 Bonus? ️ How Much Time Does It Take to Receive $200 from drake? 🕹 Can You Combine the $200 Bonus with Other lucky land Promotions? 💸 Are There Country Restrictions for Claiming $200 at lincoln? ️ Do You Need a Referral Code to Get the $200 from betmgm? ⏱ Can You Claim the $200 Bonus and Other Offers at red stag Together? ️ Does the $200 Bonus from ocean Apply to Sports Betting? 🎉 Can You Get $200 from planet 7 by Registering Through the App? 🎰 How Can You Withdraw the $200 Bonus from betus Quickly? 🎲 How Many Times Do You Need to Wager the $200 at yabby? ⏱ Will You Lose the $200 Bonus from raging bull If You Break the Rules? ️ Can You Use the $200 Bonus from crown on Slot Games? 🎉 Does casino extreme Require an ID Photo to Release the $200 Bonus? 🎰 Do You Need to Invite Friends to Get $200 from bovada? 🎲 Does the $200 Bonus from yay Expire If You Don’t Use It? ✈ What Is the Easiest Way to Claim the $200 Bonus from wow? ️ Is the $200 Bonus at ignition Available Worldwide? ⚽ How Can You Turn the $200 Bonus from spree into Real Cash?

Home / Automobiles / A case for data that goes beyond mere numbers

A case for data that goes beyond mere numbers

Current stats and match numbers struggle to provide insights into the actual value a player brings to his side, underlining the need for the nature of information to evolve

Jarrod Kimber20-Dec-2016At 6 for 86, Pat Cummins came in to bat. Andre Russell, the Sydney Thunder’s expensive T20 master, had just played an innings where his last three balls were a series of shots he was not in control of. The Thunder were falling apart, and Russell’s wicket was followed by another one, meaning that Cummins had to bat in the 12th over.Unlike Russell, Cummins supported the in-form Ryan Gibson, who had been starved of the strike by wickets at the other end. The two started to rebuild an innings that had very nearly lost the plot, and then, when they were back on solid ground, hit out. Cummins’ batting choices were better than Russell’s too: instead of trying to hit every ball for six, no matter where the ball was, he waited for deliveries that were in his strike zones.When a slower ball entered his slot, he knocked it into the crowd. He cleared his front leg well to slog sweep for another six. One last one in the slot disappeared over midwicket. And when he was finally out, his original 8 off nine balls had ballooned to 30 off 20. Clint McKay got a couple away in his short innings as well, an accidental four and a muscled six.So what you have is your No. 8 playing the role of your No 6, and your No. 9 playing the role of your No. 8. They totaled 44 from their 31 balls and were the difference between no score and a decent score for the Thunder.The Sixers’ chase was almost taken over by Jason Roy, on a one-man mission to see how far he could hit the ball. But when he was out, to a beautiful bit of deception from a Russell slower ball, Moises Henriques came to the crease for the last few deliveries of the Powerplay. Russell decided, even with the fine-leg up, that he was going to bowl very fast right at him straight away. He did, and Henriques was late on the hook and got only an edge, which ballooned very slowly towards leg slip.McKay was the man on the end of it. He made superb ground to the ball, but when he got there, it was as if he wasn’t sure how to complete the catch. The ball trickled away. Russell got a consolation high five from a fielder for producing the error. The game went on and so did the partnership.Both batsmen were still together in the 13th over when McKay was bowling to Henriques. McKay went short at Henriques again, almost like it was a plan, and Henriques tried a big pull but just skied it towards the circle. Two fielders attacked the ball: Cummins from midwicket and Russell from long-on. The ball was in the air a long time; it always looked like Russell’s catch, but it was Cummins who tried to take it by running back and looking over his shoulder. It was Cummins who didn’t catch it.It was Henriques who should have been out first ball, caught McKay, bowled Russell. It was Henriques who should have been out 25th ball for 28, caught Russell, bowled McKay. It was Henriques who was not out 76 off 41, hitting the winning runs for the Sixers.You have four guys. Henriques makes a big score quickly and, in key overs where he attacks, he takes it from a potentially tricky chase to a stroll with controlled quality hitting. But he should have been out twice, both times a clear plan and a weakness showed up.Then you have Cummins, who saved the innings with sensible batting and hit out well to pump the score up to something he and his bowlers could bowl at. His first over was quality, in his second Roy got after him as can happen in a Powerplay, and then his third over Henriques faced five balls and took him for 20.Now with McKay, you have someone not expecting to bat facing far more balls than usual, batting with the No. 10 for the last over, and getting away two boundaries. His first over is taken for ten, but he starts his second over with the ball that should have dismissed Henriques. Instead he ends the over getting smashed for two more fours and not bowling again.Finally we have Russell, who in his last three balls was crazy. One was an edge that was safe; one was a mis-hit that was safe and then one was an edge that was out. With the ball it was Russell who dismissed Roy, it was Russell who should have taken Henriques’ wicket first ball and then his catch later on. Instead, he ended up with 1/27 off his four overs and the second-best economy rate of the night.So here is the problem, I watched the game, I watched some highlights, and I read the scorecard, but I have no way of accurately saying with numbers how well any of these guys actually played. How much impact they made, positively or negatively for their side.If you look at Cummins, he more than doubled his highest score, hit three sixes. Before today he had made 79 runs from 87 balls. So he is a weak No. 8, and he more than did his job and his runs were at least 25 more than you would expect from him. He went at 12.6 an over when he bowled, and the match average was 8.4. So that is 13 runs more than the average bowler. He also didn’t take a wicket, or even produce a chance, so for a strike bowler, that is a negative of at least ten runs. But most importantly to the result of the match he dropped the catch, which officially cost 48 runs, and so his net total to the game is -46.The problem with subtracting the amount of runs from a drop is that you can drop a player on nought with the most simple drop ever and if he still makes nought, you aren’t penalised. If you drop Chris Gayle on nought from a tough chance, and he makes 288* from 49 balls, suddenly you are -288 before going out to bat. And if that was all we didn’t know from the stats we have from this match, that would be one thing, but we have an ocean of unknowns, and very few of us who watch cricket all the time have tried to answer them.And the problem with all my other numbers is I’ve just tried to use them to get an answer on how much impact each player made. If we are ever going to know a player’s worth to a cricket side, the current stats and the way we think about cricket is simply not good enough. We need to evolve, think differently, open up data and move the game forward.But for now, the best I can do from today is: Cummins was good and bad, McKay was good and bad, Russell was bad and good, Henriques was bad, bad and Man of the Match.

Tagged:

Social Icons

News

Game
Register
Service
Bonus