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Amazing post, Rob!
I first started think about sports analytics a couple years ago when I saw articles about soccer, such as:
http://fivethirtyeight.com/features/lionel-messi-is-impossible/
http://fivethirtyeight.com/features/messi-is-better-than-maradona-but-maybe-not-pele/Before that, I sort of assumed this stuff only worked for baseball and that soccer was way too complex to analyze (actually, I thought it was even too complex to get the data, just like Mike felt about basketball).
I believe that the current order of “analyzeability” of mainstream sports is: baseball, basketball, then football / soccer.
Companies such as the ones you mentioned and OPTA sports (http://www.optasports.com/) are making this possible, but there is still a long way to go. With each new paper (such as http://www.sloansportsconference.com/wp-content/uploads/2016/02/1457-Other-Sports.pdf), I get more confident in the power of sports analytics. However, I do agree that, at least for now, data is but a tool for the manager.
My question for you is: how much is this going to “trickle down” to college and high school basketball? Will 15-year-old players be evaluated using these new metrics someday? When?
Also, using these metrics, is it possible to “detect” doping? (e.g. if a player greatly increases metrics compared to his historical average).
Thanks!
Very interesting, Ting!
Now that you have shown us this new application, I’m thinking about other possible ways to use this technology. Andres mentioned a couple already, and I wonder if it could be used to trace the origins of food (is this grain genetically modified? was this cow grass fed? etc).
Also, as for people’s questions, I think the “signature” of the diamond are its physical characteristics, as he mentions: “In the future, people can know the diamonds origins, every owner of a diamond in the history, its 4Cs and 40 metadata points.”
Thanks, Ting!
Very interesting, Eugeniu!
In the 2015 Corruption Perceptions Index, Brazil is just a little better than Moldova, in 76th (38 points). So yeah, I know what you are talking about! (https://www.transparency.org/cpi2015/#results-table)
We have been striving for many years to curb this problem here, and lately, there have been many arrests of corrupt politicians. Although that is encouraging, I believe that we should seek a sustainable way of keeping the country clean.
The Estonian example is amazing, however, it would be difficult to implement in a country like Brazil (as mentioned by Iryna). On the other hand, however, it seems more feasible in Moldova. Do you think that is the case? I can see more similarities between Estonia and Moldova than between Estonia and Brazil or India. I’m interested to know your take on this. Is it crazy to think of applying this in Moldova?
BTW that video is amazing
Sylvia, you have rekindled my hopes of being a professional athlete!
This is the new era of the “nerd sports” (I consider the chess to be its precursor), and it is very exciting!
Can you imagine Garry Kasparov and Anatoly Karpov playing LoL and trying to reach the highest ELO ratings ever? I’m sure IBM will come up with some sort of improved IA to beat all the champions…Now that I have shown how cool I think this is, let’s get down to business. I was thinking about the monetization problem and wondered if they could do something like the NFL: granting franchises to clubs, sharing revenues etc. I would watch the New York Yankssassins vs the Boston Mage Sox. I know it’s a little ambitious, but why not? Maybe even the NCAA could explore their free labor when they are in college!
Amazing, article!
I do believe that, in the long-run, these efforts will pay off, given that environmentally friendly companies share in the economy will increase.
When I worked at Itau, Brazil’s largest private bank, we had an environmental department that focused specifically on the “Core Business Initiatives” that you have mentioned. Event though at the time it was clearly more of an image concern, I believe more banks should go in the same direction.
Amazing to see what the American Navy has been doing!
Do any of these changes you mentioned stem from proprietary Navy technologies? Can private companies learn from the Navy or buy tech so that they can achieve similar results? Also, can the US share some of these practices with their allies? If I’m not mistaken, ships are major CO2 emitters and the world would greatly benefit from reduced ship emissions.In addition to that, I also would love to hear more about nuclear alternatives and how they compare to other clean energy sources.
I sure hope Minnesota and its boat enthusiasts are not affected by rising water levels!
Very interesting article, which made me ask myself a couple of questions:
– Which countries are more likely to need the services of companies such as Deltares?
– How much would it cost the world to totally protect its coastal cities from rising tides?
– Can this expertise be applied to other situations, such as tsunami protection?I would love to discuss more this subject, given that companies like this could help millions of people worldwide. I would also be curious to leanr more about the engineering involved in these projects.
Super interesting take on the Ugandan situation, about which I knew nothing.
It seems like they have already started moving and that they would greatly benefit from implementing your recommendations.They are using the resources at their disposal to make improvements (e.g. Government resources and the United Nations Development Programme), but I didn’t see any mentioned of partnerships with private companies. Would that be a possibility in Uganda?
Also, I worried about the cost of the changes that they need to implement and if they will have sufficient funds to cover these costs. If not, what alternatives do they have to raise money in a sustainable and controlled way?
Very interesting post indeed!
To build on Mike’s point, I was wondering if they could hedge using weather derivatives in the financial markets (e.g. http://www.cmegroup.com/trading/weather/). This could greatly decrease the downside in bad years, perhaps allowing them to escape the vicious cycle that you have mentioned.
Other than that, I also like the idea of using their plants to other ends in a bad year and would suggest that they could use the plants in the same way they have been using, but taking imported fish as inputs.