What the data wasn’t telling Sir Alex Ferguson, and perhaps he should have looked at other data, 해외선물 증거금 was that as Stam grew experienced with every season that passed so did his positioning thus resulting in him making more interceptions and not needing to tackle players. Using data that Ferguson should have used at Manchester United before selling Stam, AC Milan saw that Maldini’s tackles per game were dropping but they looked elsewhere and picked up that his positioning had been improving resulting in him making fewer tackles thus continuing to play and be captain of AC Milan until he retired at 41 years old. In football data too there is noise (vs signal that is a call to action), and this data noise is what partly led to Sir Alex Ferguson selling one of his best defenders at the time, Jaap Stam, in 2001 for a sum of £16.5 million. They are tasked with coming up with answers to questions the coach might want to know such as a specific opposition player’s pass completion rate in final third of the field (if high, the coach might want two players marking that player), pace of sprints for each attacking opposition player (if your defenders are considerably slower than the opposition’s attackers, you have a big problem).
Most of the top tier league teams in Europe and South America have data analysts and data scientists on their payroll whose sole job is to crunch player and match data. Shortly after I left Drexel, I was able to secure a job as a junior analyst working with two analysts – one following capital goods and the other food, beverage, and tobacco. Although the Nigerian Football Association provided us with no answer to whether they use football data analytics tool/s, a quick look at Opta (one of the leading sports data analytics companies) suggests that Nigeria (or any African football club or body) doesn’t use them. Add to this that throughout the whole match Nigeria had a mere four shots on target and only one of those from inside the 18 yard area, thanks to data analysis it becomes quite clear that the Super Eagles tactics against Iran relied heavily on crosses. What did Nigeria do at half time when it was already clear that their crosses strategy is not working and that they haven’t even attempted more direct shots at goal, nothing (at least the data tells us that). When he had more soreness after the game, Smith sought a second opinion, and the decision was made to undergo surgery.
But, as early as the end of the first half, other data suggested that Nigeria probably need to change tactics (which they didn’t in the second half) if they were to score a goal. During the 2014 FIFA World Cup held in Brasil, Iran and Nigeria played out their opening match to a scoreless draw. The typical trend in the sports betting scene is to bet the underdog on the money line and the favorite on the pointspread, which may sometimes result in forcing both the spread and money line set for a game to go out of alignment. While Michael is well known in investment circles for his knowledge of biases and clarity of thinking, a lot of others are missing out on his insight. Not only does the German software company, SAP, develop a Match Insights program whose analytics are viewed and analysed on touch screens but they have extended football match data analysis to the training field as well. Data from training sessions combined with match data definetly goes a long way to increasing any team’s chances of winning matches and optimising their performances.
This doesn’t only apply to their team’s data but to the opposition team’s and player’s data. Maradona, dressed on the sideline in a gray suit, was an enthusiastic cheerleader, but that could not compensate for his team’s tactical deficiencies. Opta and similar services don’t come cheap and on-pitch player tracking technology and cameras as used by some football data analysis companies is expensive, perhaps this is also a wake up call to African developers and (hardware) makers to look at an African developed solution that can be used accross various football tier levels at a much lower cost. Fair enough, Opta also declined to comment along with other sport analytics companies. Since those days of their player and team ranking service (Opta Index) they have since started collecting more data sets during a LIVE match and updating their database and analytics platform. Opta has been in the football data analytics (and now covers cricket, rugby, golf and tennis too) for many years dating back to the mid-1990s when it was first associated with the English Premier League through its Opta Index service. A football game is more exciting than online games because you have real, live action.