tag:blogger.com,1999:blog-17845288221061920132024-03-05T13:49:25.415+01:00Massive BlogProbably going to be the best blog since Phil McNulty's.Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.comBlogger202125tag:blogger.com,1999:blog-1784528822106192013.post-29348268992692830872022-02-19T23:23:00.001+01:002022-02-19T23:23:21.359+01:00Oslo or The Whale Whose Tail Looked a Bit Like a Wellington Boot<p><a href="https://herrbench2010.blogspot.com/2022/02/oslo-or-whale-whose-tail-looked-bit.html/#EnglishText">English translation follows the German text.</a> </p><p>Hallo, </p><p>ich wollte nur Bescheid geben, dass ich jetzt einen <a href="https://stephenbenchcapon.eu/blog" target="_blank">neuen Blog</a> auf <a href="https://stephenbenchcapon.eu" target="_blank">meiner Website</a> habe, wo es hauptsächlich um <a href="https://stephenbenchcapon.eu/oslo" target="_blank">mein Buch</a> geht: <i>Oslo or The Whale Whose Tail Looked a Bit Like a Wellington Boot</i>.</p><p>Also wenn ihr noch Blogposts von mir lesen möchtet, könnt ihr dort welche finden. Die Themen auf dem Oslo-Blog sind etwas weniger breitgefächert als die hiesigen, aber ich würde behaupten, dass - obwohl etwas Zeit seit den glorreichen Tagen des <a href="https://herrbench2010.blogspot.com" target="_blank">Massive Blogs</a> vergangen ist, man immer noch etwas von meiner Art zu denken und zu schreiben erkennen kann.</p><p>Schau dir gerne den neuen Blog an! </p>
<p id="EnglishText">Hello, </p><p id="EnglishText">I just wanted to let you know that I now have a <a href="https://stephenbenchcapon.eu/blog" target="_blank">new blog</a> at <a href="https://stephenbenchcapon.eu" target="_blank">my website</a> that is largely about <a href="https://stephenbenchcapon.eu/oslo" target="_blank">my book</a>, <i>Oslo or The Whale Whose Tail Looked a Bit Like a Wellington Boot</i>.</p><p id="EnglishText">So if you want to read blog things from me, you can find them there. The topics on my Oslo blog are much more narrow, but I would suggest that even though much time has past, you can still recognize something of my way of thinking and writing from the good old days of the <a href="about:invalid#zSoyz" target="_blank">Massive Blog</a>.</p><p id="EnglishText">Do feel free to check it out!
</p>Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-73232072263592939932016-10-09T22:31:00.002+02:002016-10-09T22:31:31.345+02:00Magic wagon wheel getting more and more magicHello,<br />
Regular readers of <a href="http://herrbench2010.blogspot.com/" target="_blank">this blog</a> will no doubt be hoping I am going to present a further revision of my magic darts wagon wheel.<br />
<br />
And I am!<br />
<br />
The following changes are quite considerable, so I'll bullet-point them to make it easier for you to keep up:<br />
<ul>
<li>data entry is now done via mouse-click - you just click on the bed that's been hit</li>
<li>this allows for a distinction between the two halves of the single</li>
<li>this makes it much quicker and easier</li>
<li>this is quite ridiculously awesome</li>
<li>the JPGs now export automatically after each visit to the board, meaning you don't need to keep hitting the keyboard shortcut for the macro</li>
<li>this does it every three darts unless you get your score to zero in which case it exports the JPG at the end of the leg</li>
<li>there are buttons for "bounce out" and "bust" in case that happens</li>
<li>there is now a scoreboard displayed which shows the points in leg for both players</li>
<li>there is also an overall leg score in the middle </li>
<li>there is no provision for sets yet but that wouldn't be too complicated to add</li>
</ul>
<br />
I can understand if that's quite a lot to take in. There are a couple of other little things like the status bar at the bottom of the excel says how many you've scored while it's exporting the JPG (takes about a second and a half) and I've used a calculator display-type font for the scores, as a nice little touch.<br />
<br />
I've also been experimenting with a GIF programme which freezes on final frame. Which is OK, not essential but in fact doable, if desired. Here's the normal GIF anyway for the first set of the W<a href="https://www.youtube.com/watch?v=Ih3Gy4OncGw" target="_blank">orld Grand Prix second round match between Alan Norris and Simon Whitlock</a>. I've only done the first set because, as I mentioned, I have no provision for sets in my file yet.<br />
<br />
Enjoy and please make comments if you have any comments.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhqXggAgc0fHXs8X1N2v3J9u4-PtmMcz802dlQkdHR6o8XGm7itw3arvzUSUQ50oqbH-BhRzvl6aMuJjJnyDkY-gvC3VcWvitzP8HVmmcwh1zBw_D_OAqwqBU2hDC_TU8UMNRgPU1kjzylk/s1600/whitlock_norris_set1.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="178" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhqXggAgc0fHXs8X1N2v3J9u4-PtmMcz802dlQkdHR6o8XGm7itw3arvzUSUQ50oqbH-BhRzvl6aMuJjJnyDkY-gvC3VcWvitzP8HVmmcwh1zBw_D_OAqwqBU2hDC_TU8UMNRgPU1kjzylk/s320/whitlock_norris_set1.gif" width="320" /></a></div>
<br />
I haven't included any explanation of how I've managed to do all this really good stuff in this post but I can tell you that it wasn't actually very complicated most of it. Was all just adaptations/extensions of what I had without having to completely revise any aspects of the programming, which was nice.<br />
<br />
<br />
<br />Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-55979585404955443132016-09-09T10:43:00.000+02:002016-09-09T10:43:29.029+02:00Magic Darts Wagon Wheel revampedHello,<br />
<br />
to have any real idea what I'm on about here, you should probably read the last couple of posts on <a href="http://herrbench2010.blogspot.com/" target="_blank">this blog</a>.<br />
<br />
Good.<br />
<br />
What I have done is I have revamped my Magic Darts Wagon Wheel, making the following changes:<br />
<ul>
<li>each bed is now its own "half arch" shape, making the whole thing much cleaner, as I don't have several layers of arches lying on top of each other;</li>
<li>the spider is a bit wider and, together with the neat "half arches", this gives you a board which is much tidier-looking (there may be some gaps still, but it now has potential to look actually clean and tidy);</li>
<li>there is now an image of an actual dart board behind my shapes;</li>
<li>the big hit is coming now....</li>
<li>the beds now start WHITE and the transparency INCREASES with each hit, so what is revealed is the ACTUAL DART BOARD.</li>
</ul>
In case you don't realise, this is quite a significant change. Hence the capital letters.<br />
<br />
I haven't actually got it finalised yet but I did put one togther for <a href="https://www.youtube.com/watch?v=tSezPWndymA" target="_blank">Mensur Suljovic's historic win in the recent Happy Bet International Darts Open in Riesa</a>.<br />
<br />
The wagon wheel can be viewed <a href="https://twitter.com/herrbench/status/774006608242311168" target="_blank">here</a>.<br />
<br />
Not bad, eh?<br />
<br />
Thanks also to <a href="http://twitter.com/dandartsdawson" target="_blank">@DanDartsDawson</a> for suggesting the term "heatmap" to describe my invention. That may be a better name than magic darts wagon wheel. Feel free to discuss in the comments.<br />
<br />
<br />
<br />
<br />Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-15998236937713929652016-08-09T23:27:00.001+02:002016-08-09T23:34:31.209+02:00Improvements to the Magic Darts Wagon WheelHello,<br />
you may well have read <a href="http://herrbench2010.blogspot.de/2016/08/magic-darts-wagon-wheel.html" target="_blank">my last post </a>about what I was reluctantly calling a Magic Darts Wagon Wheel. If not, do that quickly now.<br />
<br />
Done?<br />
<br />
Good.<br />
<br />
Anyway, if you read all the way to the end and read the comments, you'll have seen a nice suggestion from <a href="http://michaelbenchcapon.blogspot.de/" target="_blank">Michael Bench-Capon</a>, in which he proposes making the first dart in a bed contribute more opacity than later darts in a bed. And he even comes up with a way of doing this using fractions and powers of things (yes, mathematicians, that's a simplification!).<br />
<br />
Anyway, I thought this suggestion was excellent and I tried to implement it and the following few simple bullet points sum up what happened:<br />
<ul>
<li>I struggled for a bit, not really knowing exactly how to do it;</li>
<li>I played around with some trial and error numbers;</li>
<li>I thought of concocting a formula which meant that for a specified number of darts (based on number of legs to win, like I initially had), you would reach 95% opacity;</li>
<li>I came up with something like 0.05 = n^x, where n is my parameter to be defined and x is my specified number of darts;</li>
<li>it's 0.05 transparency because opacity is one minus transparency;</li>
<li>I want to find n so I needed the xth root of 0.05</li>
<li>I realised that I didn't know how to find an xth root of something so I googled it and it turns out you just do ^1/x, which is very handy;</li>
<li>so I came out with something like 0.05^(1-/x) as my n;</li>
<li>I then substitute what I used to have as my number of darts for maximum transparency depending on bed type for x, so e.g. it's twice legs to win for missed doubles;</li>
<li>this gives me a paramter for each bed type which I called z;</li>
<li>then to generate the transparency I just need z^y, where y is the number of darts in the bed;</li>
<li>UPDATE: And this actually really helped tidy up the code as well because I could get rid of a "case" thingy I had in there which I had needed to check if the max no. of darts had been exceeded and just go to a super simple transparency = z^y; </li>
<li>happy days.</li>
</ul>
This is the result, using <a href="https://www.youtube.com/watch?v=6k9eMzjqqgU&spfreload=5" target="_blank">this match between Canada and New Zealand</a>.<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjue_8S_Llq_yyjjLvVye9PvacnxbSNV8cMpfEai17_2yz1Bqr-c5zsLVrIroxkrTsCEimVlVrvlB9NUwZXJrxn2GioOPUQNP9H4J87fynGTPswiDQOqjeQYue9JTGQtNG3-LDZVBQ_cfuZ/s1600/canada_nz_new_method.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="166" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjue_8S_Llq_yyjjLvVye9PvacnxbSNV8cMpfEai17_2yz1Bqr-c5zsLVrIroxkrTsCEimVlVrvlB9NUwZXJrxn2GioOPUQNP9H4J87fynGTPswiDQOqjeQYue9JTGQtNG3-LDZVBQ_cfuZ/s320/canada_nz_new_method.gif" width="320" /></a></div>
<br />
I think this really does create a better overall animation than with the previous method, though of course I'm still at a very early testing phase. Still <a href="http://herrbench2010.blogspot.de/2016/07/darts-wave-fone-tuning-sic.html" target="_blank">fone-tuning</a>, if you will. Thanks again though to my contributer and please everyone feel free to comment etc. and make further excellent suggestions. Half-hearted remarks or even exclamations would also be appreciated.<br />
<br />
PS: I'm also still on the lookout for new name suggestions. Still not wholly happy with Magic Darts Wagon Wheel.<br />
<br />Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-24405879549025349132016-08-08T22:56:00.001+02:002016-08-09T15:14:23.674+02:00Magic Darts Wagon WheelHello,<br />
The title "magic darts wagon wheel" isn't particularly satsifying. It includes two important words: "magic" and "darts", but referring to something that looks like a dartboard as a wagon wheel is maybe a little odd. Particularly considering the fact that it looks like a dartboard because it's a diagram of a dartboard. Wagon wheel just happens to be a term from sports broadcasting (cricket), which is why it is even being used here as the working title for my latest invention.<br />
<br />
If it's displaying properly, here's the magic darts wagon wheel of <a href="https://www.youtube.com/watch?v=TUvuPFThWBQ" target="_blank">Germany against India from the 2015 World Cup of Darts</a>. <br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiZadu1TQSlHQoKQ6PwtJLzE8NoINuLR_ExKT5G_cVOt9eubVNbS6xhcf8UwJ-NrCWKirDEj4rK6svWp7E_-uRJWexNLDowO5EZkvxL0QcFJ_JFTUwLPqVHCTc3MzTuW20c2lSh3iKpBYvE/s1600/germany_india_world_cup.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="166" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiZadu1TQSlHQoKQ6PwtJLzE8NoINuLR_ExKT5G_cVOt9eubVNbS6xhcf8UwJ-NrCWKirDEj4rK6svWp7E_-uRJWexNLDowO5EZkvxL0QcFJ_JFTUwLPqVHCTc3MzTuW20c2lSh3iKpBYvE/s320/germany_india_world_cup.gif" width="320" /></a></div>
In case it isn't evident what's happening, I'll explain it in a few simple bullet-points:<br />
<ul>
<li>the dartboards start white (actually coloured as normal but 100% transparent;</li>
<li>the beds that get hit (singles affect both beds irrespective of which is hit) get a little bit less transparent for each dart that hits them;</li>
<li>there are a few settings which mean that the type of bed being hit (single, double, treble etc.) is considered when determining the impact on opacity of a dart in that bed;</li>
<li>this is because you are probably hitting far fewer doubles that singles (for example) so if I want them registering on the magic darts wagon wheel, then I need to do that;</li>
<li>missed doubles (which hit nothing) are registered as black just outside the double; </li>
<li>I have these parameters easily editable – at the moment you enter the number of legs needed to win in the match and it gives you some suggested parameters - this may yet be fine-tuned based on results of testing;</li>
<li>the boards update automatically when you enter the beds hit, then I save an image of both boards after each visit to a board;</li>
<li>these are then strung together in a GIF making the animation of the whole match.</li>
</ul>
As you may well agree, this is pretty nice. Even a casual observer will see that India hit too many single 20s and too many treble 1s and never really hit any doubles.<br />
<br />
There are a few things that I could still improve like:<br />
<ul>
<li>tidying up the drawn dartboard. It's a little jaggy in places;</li>
<li>tidying up the programming for saving the image - it works but there is an approx. 1.5 second delay which could maybe be shortened with neater programming;</li>
<li>possibly add a scoreboard to the grapic, though as there is currently no entry of "double to win leg", this would require additional data entry (or something else like actually calculating the score based on the beds hit, which possibly wouldn't be impossible, but isn't currently included at all);</li>
<li>possible alteration to the means of data entry. Currently I have a grid and I add 1 to the appropriate cell but I could set up something where you enter the three beds hit, e.g. T20, T20, 20 and then it sources from there. Not sure if that would actually be easier though. Am considering something with dropdown menus;</li>
<li>other improvements based on testing and/or user feedback.</li>
</ul>
<br />
Please do comment and/or make suggestions for improvements. And, as with my darts wave, covered in previous posts on <a href="http://herrbench2010.blogspot.com/" target="_blank">this blog</a>, please do credit me if using the magic darts wagon wheel for your own darts matches, Twitter feeds or television broadcasts. Thanks.<br />
<br />
Also as a little tip, for the latest news and updates, be sure to follow <a href="http://twitter.com/herrbench" target="_blank">@herrbench</a> on Twitter (that's me by the way) as that's where I'm often posting stuff like this in more reduced form, but including the nice graphics. And it's very handy to retweet stuff on Twitter so feel free to do that as well.<br />
<br />Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com4tag:blogger.com,1999:blog-1784528822106192013.post-38712532364370033112016-07-28T23:45:00.000+02:002016-07-28T23:45:55.284+02:00Darts wave fone-tuning [sic]Hello,<br />
it may be a little bit early to talk about fine-tuning, or "fribbing", as I believe some people call it. Fribbing is apparently more fine than frobbing, just as twiddling is more fine than twoddling. So I guess you could say I'm not yet fine-tuning, but just fone-tuning.<br />
<br />
Ask <a href="http://twitter.com/sapinker" target="_blank">Steven Pinker</a> for a clearer explanation of that first paragraph if it made no sense.<br />
<br />
Anyway, some things I've noticed as a result of having used my darts wave a few times and made a few improvements (see the last few posts of the <a href="http://herrbench2010.blogspot.com/" target="_blank">Massive Blog</a> for more details) are:<br />
<ul>
<li>that it remains very good, </li>
<li>that it indeed keeps getting better as a result of the improvements</li>
<li>that it does help to use it a few times to find minor errors in the spreadsheet</li>
<li>that if you have a momentum score based on the last 15 visits to the board then this can go down when you throw a ton-40 if you threw a ton-80 16 throws ago.</li>
</ul>
This last point is quite interesting. Clearly, it doesn't matter how many throws you take into account. If the 180 leaves the relevant data range at the same moment as the 140 enters it, then your momentum will drop. Just as your ranking points will drop in tennis or whatever if you are only runner-up in a tournament which you won the year (or two years) before. This seems largely unavoidable.<br />
<br />
However, there is one points-based system which I believe is universally revered and respected, and that is the <a href="http://www.fifa.com/fifa-world-ranking/index.html" target="_blank">FIFA world ranking system </a>for international football teams. I don't want to get into the nitty-gritty so I'll stick to the notty-grotty, which includes the fact that if a football match was three-and-a-half years ago, then it contributes less to your ranking than if a match was last Wednesday.<br />
<br />
I haven't experimented yet, but this has certainly given me the idea of making the last 5 visits to the board of my wave count more, the 6th to 10th visits count less and the 11th to 15th visits count even less. This could potentially counteract the issue of your ranking dropping when you hit a 140. Probably not in every case, but possibly in many cases.<br />
<br />
Worth thinking about anyway. I will probably do a couple of trial runs and post something about them in the near future. In the mean time, why not read my other posts about the FIFA world rankings, like <a href="http://herrbench2010.blogspot.de/2013/10/fifa-rankings-and-footballs.html" target="_blank">this one here</a>.<br />
<br />
PS: Just in case you're interested but not interested enough to have clicked on the link, the current top five world football teams, in order, are: Argentina, Belgium, Columbia, Germany and Chile.<br />
<br />
<br />Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-23728606716020985692016-07-27T00:22:00.000+02:002020-04-03T09:19:13.953+02:00Darts wave at the World MatchplayHello,<br />
I trialled my darts wave at the World Matchplay, which finished at the weekend, and I can report the following:<br />
<ul>
<li> it worked well </li>
<li>it was possible to keep up-to-date with the flow of a match </li>
<li>only when I sneezed or had an itchy foot or something did I miss a couple of darts</li>
<li>missing a couple of darts doesn't have too dramatic effect on the whole wave</li>
<li> it was quite fun to do.</li>
</ul>
Here are a couple of the waves I made.<br />
<img 0px="" 206="" 948px="" alt="" class="media-image" data-height="631" data-width="977" height="206" margin-top:="" src="https://pbs.twimg.com/media/Cnwk4HeXgAAxREA.jpg:large" style="display: inline-block;" width:="" width="320" /><br />
<br />
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<img alt="" height="206" 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" width="320" /><br />
<br />
During the tournament, I also added a macro to my spreadsheet, which basically exported the graph as a JPEG with a unique name (numerically adding +1 to the file name each time). Using these many JPEGs I could then make GIFs of the wave, like this one for the final.<br />
<br />
<a href="https://www.blogger.com/blogger.g?blogID=1784528822106192013" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a>[Blogspot isn't letting me copy the GIF in here, but you can see it <a href="https://twitter.com/herrbench/status/757306924908023808" target="_blank">here</a>.] <br />
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UPDATE (08.08.) here's another stab at entering the GIF:<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHiHvAvJh9FzPww2tNVsY4eGc1kt3xyleL3ZDYg0WIdmch8tOVJD-G8xrsXyfQnDF4HkcPxU1rC3mX9MmFPD2B2tZ0Y8eoZK331hJtVnKnGS2SH1s8Igapx1MiuIda6vDS4el9fFkHikuP/s1600/mvg_taylor_matchplay_final.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="206" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHiHvAvJh9FzPww2tNVsY4eGc1kt3xyleL3ZDYg0WIdmch8tOVJD-G8xrsXyfQnDF4HkcPxU1rC3mX9MmFPD2B2tZ0Y8eoZK331hJtVnKnGS2SH1s8Igapx1MiuIda6vDS4el9fFkHikuP/s320/mvg_taylor_matchplay_final.gif" width="320" /></a></div>
<a href="https://www.blogger.com/blogger.g?blogID=1784528822106192013" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"></a><br />
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This is quite fancy and nice. <br />
<br />
It was particularly nice that it was so quick and easy – saving the JPEGs really didn't hinder the entry of the data at all – and the GIFs almost made themselves as it was always just "all the images in the folder". And because of the way the file names worked, they were automatically in the right order too. This meant that I could quite comfortably grab an apple and make a GIF everytime there was a break (every 5 legs).<br />
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One thing that I have realised, having trialled the wave, is that after a few legs the impact of any 180 or missed double is comparatively less than at the start, which means you have to look quite closely at the graph to see the upturns and downturns. This is fine – it's nice to have an overview of the whole match, but I have also had another great idea.<br />
<br />
Based on the same data entered, I have now set up the spreadsheet to generate a second wave which only considers the results for the last 3 legs ish (technically the last 15 visits to the dartboard each). This gives you a much more clear up and down, like this is how it would look for the final.<br />
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<img alt="" height="206" 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" width="320" /><br />
<br />
I only thought of doing this after the final, so I don't have it as a GIF, but I've now also extended the macro so that it saves both waves, meaning that from now on I'll be able to generate both GIFs, one for the trend of the whole match and one for the rapidly chanding 3-leg (ish) momentum. This is pretty exciting. Even having the still images is quite nice but the animations are even more fun.<br />
<br />
I have also made a couple of other adjustments to the spreadsheet (which I haven't yet actually put to use in a match situation), which are just the addition of a "break" parameter and a "bullseye/double (not checkout) parameter. Adding and removing parameters is fairly easy, though I haven't made it super clean just yet. In theory I could add 10 placeholder parameters which you could kind of turn off an on as you fancied. This is all fairly small potatoes compared to the 3-leg (ish) wave though and other such innovations like the GIFs.<br />
<br />
On the whole, very happy with the results of the first tournament the wave has been used at, which have:<br />
<ul>
<li>confirmed the general functionality of the wave</li>
<li>led to cool new features</li>
<li>revolutionised darts broadcasting.</li>
</ul>
See you next week.
Sorry this is a test for something else.
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</script>Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-69494608799609749112016-07-11T22:32:00.003+02:002016-07-11T22:32:36.465+02:00Still banging on about my darts waveHello,<br />
here's the wave for MvG (green) against Barney (yellow, because I had it set to Chizzy and couldn't be bothered changing it) from their excellent match at this year's World Championships.<br />
<br />
<a href="https://www.youtube.com/watch?v=MkK1GL_S2-s&spfreload=5" target="_blank">This one.</a><br />
<br />
<img alt="" height="257" 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" width="400" /><br />
<br />
One thing I realised when putting this together is that you should really get some momentum for an intentionally hit centre bull, even when it's not a bull finish. Maybe the "big treble" should be big treble or centre bull. It isn't all that important but worth thinking about.<br />
<br />
Another quite important thing on this is that I upped the parameter for a double. It was at 2 and missed double was at -1.5, which meant that if you missed two doubles and hit the third you ended up being a bit too negative. A good example that, though, of somewhere to fine tune. In the example I upped it to 3, but you could up it more. This would be how the wave would look if a hit double was 5 points.<br />
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<img alt="" height="258" 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" width="400" /><br />
<br />
<br />
Might not look hugely different, but the interest is in the detail, as they say.<br />
<br />
Enjoy anyway.<br />
<br />
PS: I've deliberately not provided any analysis but one fairly obvious thing is that MvG basically moves onward and upward, albeit not always with the same constancy, and Barney basically nips in with a little push upwards to take his sets. I'll leave it up to you to decide whether or not that's interesting.Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-83040430078802869902016-07-11T13:50:00.001+02:002016-07-11T13:50:28.485+02:00Momentum Darts Wave – ExplanationHello,<br />
<br />
Having given you all a day or two to have a look at the Excel file for my Momentum Darts Wave (see <a href="http://herrbench2010.blogspot.de/2016/07/momentum-darts-wave.html" target="_blank">previous post</a>), I thought I'd explain it a little bit today.<br />
<br />
Basically, it's based, as I mentioned, on <a href="http://www.infostradasports.com/news/wave-the-full-story-at-a-glance/" target="_blank">Infostrada's wave </a>for football matches. Now, I don't work at Infostrada, but I think I kind of understood what they were on about and so I tried to develop an equivalent for darts.<br />
<br />
The idea is that a player's momentum goes up or down depending on certain moments in the match. These can be divided into "positive" and "negative". For my prototype, I chose the following positive moments:<br />
<ul>
<li>big treble</li>
<li>180 </li>
<li>double hit</li>
<li>set win </li>
<li>100+ finish</li>
<li>bullseye finish</li>
</ul>
And the following negative moments:<br />
<ul>
<li>missed a big number</li>
<li>missed a double </li>
<li>bust </li>
<li>bounce out.</li>
</ul>
<br />
Clearly, you could add further moments, both positive and negative, if you thought of some.<br />
<br />
For each moment, I then assign a momentum parameter, such as "2" or "3". For the positive moments, this is positive and for the negative moments, this is negative. This is the multiplied by the number of moments occuring in any 3-dart volley to give you the momementum score (positive or negative) for that visit to the oche. Clearly, you can have more than one moment during a visit (e.g. two missed doubles and one hit double). Also, something like a 100+ finish always comes in combination with a double hit. Or a 180 always comes with three big trebles. This should be considered when setting, fiddling with the parameters.<br />
<br />
One big question on this darts wave was how to manage the x-axis. On Infostrada's football one, they use time. But darts isn't really a time-based sport so I did it with number of darts, with a data point every 3-dart visit (currently I pay no attention to whether or not you check out in 1, 2 or 3 darts.). Then for each 3-dart visit there is a parameter which takes a bit off your momentum - meaning if you have zero positive or negative moments, your momentum drops a little bit. In theory you could have it hold constant but I think it makes sense for it to go down a bit.<br />
<br />
Then the really fancy thing about the wave is that it updates live as you go. So every time you enter the results of an oche visit, the wave extends. Which is really nice and meant I had to find out how to use Excel names and things.<br />
<br />
Another nice thing about it is that you can adapt is so easily. For example, for your rank amateur player like me, you could add in "60+ score" as a positive moment. And maybe take out "missed big number" or at least significantly lower the parameter because otherwise I'm going to struggle to get above 0 momentum.<br />
<br />
Speaking of 0 momentum, one other feature of the wave is that you can't go below zero. So if you're at zero, or if you tank down to zero, you don't go any lower, meaning that a swift 180 can quickly see your momentum getting going again.<br />
<br />
There are a couple of other little touches like if you have had fewer darts than your opponent (they've just thrown) then your momentum is not shown to go down, but flattens out to the end. This isn't really super important, but, given the live updating of the wave, it is important not to create false impressions.<br />
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I'm sure there are plenty of improvements and refinements that could be made, but I hope you enjoy it now as it is.<br />
<br />
Do let me know in the comments section if you have any comments. Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-13844065937925938272016-07-09T23:01:00.000+02:002016-07-09T23:20:41.448+02:00Momentum Darts WaveHello,<br />
<br />
I have invented something.<br />
<br />
Something called the Momentum Darts Wave.<br />
<br />
The term "wave" is used because it's a bit ripped off Infostrada's football waves they made to show the ebb and flow of a game. And as Ebbe actually means low tide in German - and possibly even in English - "wave" is great because it's a bit to do with tides. Or at least the sea.<br />
<br />
Anyway, here's what my Momentum Darts Wave can do.<br />
<ul>
<li>gives you a visual summary of the ebb and flow of a darts match</li>
<li>updates live as the match goes on and you enter the results on a 3-dart-by-3-dart basis</li>
<li>lets you adjust the parameters so if you think 180s shouldn't be all that important you can adjust this well easily</li>
<li>also shows won and lost legs with a little bar </li>
<li>lets you change the colours so MvG can be green and Chizzy yellow.</li>
</ul>
<br />
<br />
<img alt="" height="206" 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" width="320" /><br />
<br />
The Excel file is slightly messy - I'm not an actual wizard - but it has some nice things like being able to easily adjust the parameters. And the live updating of the wave as you enter results is very nice.<br />
<br />
The one (main) thing I guess it is currently missing is having an average worm visible on there as well, though maybe that might be one too many egg in the omelette. And it would require entering the 3-dart score every time, which you don't currently have to do. Anyone could make an average worm and overlay it if they really wanted to, I suppose.<br />
<br />
I quite like it otherwise though.<br />
<br />
Here's a <a href="https://1drv.ms/x/s!Al7DKKImrhV3hlyq8TUUySr_mhpA" target="_blank">link</a> to the Excel file if anyone's interested. It's currently got the data for <a href="https://www.youtube.com/watch?v=LHPcI9xRc2U" target="_blank">this match</a> between MvG and Chizzy loaded into it, but feel free to use it for your own darts matches.<br />
<br />
Also, if you have any cool ideas for how to improve it (obviously little things like making some of the cell references less dirty and more sustainable but also bigger things), then by all means let me know.<br />
<br />
Please credit me though if using it on Sky Sports or your official Twitter feed. Thanks.<br />
<br />
Herr Bench
<br><br/>
<b>Please, if clicking on the link - don't completely sabotage the online document. It would be much nicer to download and play around with your own version. Thanks.</b>Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-11056652451520965802014-05-08T01:02:00.000+02:002014-05-08T12:57:20.844+02:00In Man City's hands?Hi,<br />
just so no-one gets misled by all the journalism suggesting the title was in Man City's hands now that they've beaten Aston Villa, putting them two points up with a much better goal difference, meaning that they only need a draw to win the title.<br />
Here's the actual breakdown.<br />
2 games that are interesting: Man City-West Ham and Liverpool-Newcastle.<br />
That makes 3*3=9 possible result combinations:<br />
1) City win, Liverpool win > City champions<br />
2) City draw, Liverpool win > City champions<br />
3) City lose, Liverpool win > Liverpool champions<br />
4) City win, Liverpool draw > City champions<br />
5) City draw, Liverpool draw > City champions<br />
6) City lose, Liverpool draw > City champions<br />
7) City win, Liverpool lose > City champions<br />
8) City draw, Liverpool lose > City champions<br />
9) City lose, Liverpool lose > City champions<br />
<br />
1) is all down to City winning - a ninth of hands to City<br />
2) is all down to City drawing - another ninth to City<br />
3) is down to Liverpool winning and West Ham winning - so an eighteenth to each of them<br />
4) you can either say well done City or well done Newcastle - so an eighteenth to each of them<br />
5) ditto<br />
6) well done Newcastle - a whole ninth to them <br />
7) you can either say well done City or well done Newcastle - so an eighteenth to each of them<br />
8) ditto<br />
9) well done Newcastle - a whole ninth to them<br />
<br />
Adding all that up, we get:<br />
<br />
City: 1/9 + 1/9 + 1/18 + 1/18 + 1/18 + 1/18 = 4/9<br />
Liverpool: 1/18<br />
West Ham: 1/18<br />
Newcastle: 1/18 + 1/18 + 1/9 + 1/18 + 1/18 + 1/9 = 4/9.<br />
<br />
So as we see, West Ham and Liverpool have quite little bearing on the title, but it's quite extensively in Newcastle and City's hands!<br />
<br />
<b>Let's see what happens on Sunday!</b> Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-1592854426063419992014-04-21T17:33:00.000+02:002014-04-21T20:18:01.548+02:00Not as easy as it looks this hands businessHello,<br />
in the <a href="http://herrbench2010.blogspot.de/2014/04/theyve-got-whole-title-in-their-hands.html" target="_blank">last post</a>, I had a look at a hypothetical situation with the Premier League looking like this before the last day of the season.<br />
<br />
Liverpool, played 37, 86 points, vastly superior goal difference.<br />
Chelsea, played 37, 84 points, vastly inferior goal difference.<br />
Man City, played 37, 82 points.<br />
<br />
Liverpool play Stoke. <br />
Chelsea play Hull.<br />
<br />
This gave me nine possible result combinations:<br />
<br />
1. Liverpool win, Chelsea win<br />
2. Liverpool win, Chelsea draw<br />
3. Liverpool win, Chelsea lose<br />
4. Liverpool draw, Chelsea win<br />
5. Liverpool draw Chelsea draw<br />
6. Liverpool draw, Chelsea lose<br />
7. Liverpool lose, Chelsea win<br />
8. Liverpool lose, Chelsea draw<br />
9. Liverpool lose, Chelsea lose<br />
<br />
and I ended up saying the title was in:<br />
<br />
Liverpool's hands: 12/18<br />
Hull's hands: 4/18<br />
Stoke's hands: 1/18<br />
Chelsea's hands: 1/18<br />
<br />
<b>Possible error</b> <br />
I think I may have made an error here, because I put the first six possibilities in Liverpool's hands. However, possibilities 2, 3, 5 and 6 are just as much under the influence of Hull's hands as they are under Liverpool's.<br />
<br />
<b>Revision</b> <br />
Adjusting the results for this error, we have to say that 2, 3 5 and 6 give an eighteenth to both Liverpool and Hull, making a net change of -4/18 for Liverpool and +4/18 for Hull. This gives us a final result of the title being in:<br />
<br />
Liverpool's hands: 8/18<br />
Hull's hands: 8/18<br />
Stoke's hands: 1/18<br />
Chelsea's hands: 1/18<br />
<br />
<b>What do you think about that?</b> <br />
<br />
<br />
<br />
<br />
<br />Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-32844483177076936142014-04-21T13:26:00.000+02:002014-04-21T20:17:31.395+02:00They've got the whole title in their hands. Or have they?Hello,<br />
it's a common football punditry cliche to say that a team has got their fate in their hands if all they have to do to e.g. win the league is to win all their games. One recent example of this is <a href="http://www.bbc.com/sport/0/football/27005137" target="_blank">Robbie Savage's piece</a> from 13th April, written after Liverpool beat Man City.<br />
<br />
"we saw why the title is now solely in their hands" he said.<br />
<br />
Some critics, such as <a href="https://twitter.com/MikeBenchCapon" target="_blank">@MikeBenchcapon</a>, dispute this approach as it ignores:<br />
a) the fact that sometimes more than one team can win the league by winning all their games. Think about a cup final – there the above logic would suggest that the destination of the cup was solely in both teams' hands.<br />
b) the teams playing the team in whose hands it supposedly is obviously also have some say in the result.<br />
<br />
<b>Useful, but inaccurate</b> <br />
Whilst I do recognise the usefulness of an expression that means "they win the league/stay up/etc. if they win all their games", the critique is valid that "in their hands" is somewhat inaccurate. To demonstrate in whose hands the title really is, I was going to do an analysis of all the teams still involved in potentially title-deciding matches to be played after Savage's article.<br />
<br />
<b>Noble, but unfortunate</b> <br />
Unfortunately, at the time of Savage writing, even Arsenal and Everton could still have won the league and only four teams, Spurs, Fulham, Stoke and Swansea, weren't involved in any matches which could possibly have had any bearing on the title. This large number of games remaining and indeed teams involved makes the calculations horrifically complicated – not difficult really but just very very many, which would make just setting up the spreadsheet take more time than I have.<br />
<br />
So what I've done is I've worked out a couple of hypothetical but not unrealistic examples using a proposed model, just for interest really and I suppose to demonstrate just how spread the fate of a title can be across multiple hands.<br />
<br />
<b>Example №1: Two-horse race on final day of season</b><br />
The first example situation sees the league table as follows:<br />
Liverpool, played 37, 86 points, vastly superior goal difference.<br />
Chelsea, played 37, 84 points, vastly inferior goal difference.<br />
Man City, played 37, 82 points.<br />
<br />
Liverpool play Stoke. <br />
Chelsea play Hull.<br />
<br />
It doesn't take long to work out that any draw will do for Liverpool whereas Chelsea need to win and hope Liverpool lose. Man City are out of it. Some would say the title is in Liverpool's hands, but to what extent is that true?<br />
<br />
<b>Breaking it down</b><br />
Now, we have two games, each of which has three possible outcomes, a home win for the title-chaser, a draw and a defeat. This gives us a total of nine possibilities.<br />
<br />
1. Liverpool win, Chelsea win<br />
2. Liverpool win, Chelsea draw<br />
3. Liverpool win, Chelsea lose<br />
4. Liverpool draw, Chelsea win<br />
5. Liverpool draw Chelsea draw<br />
6. Liverpool draw, Chelsea lose<br />
7. Liverpool lose, Chelsea win<br />
8. Liverpool lose, Chelsea draw<br />
9. Liverpool lose, Chelsea lose<br />
<br />
So each of these results has a 1/9 contribution to the overall spread of the title across various hands.<br />
<br />
The first six result possibilities (Liverpool win or draw) lead to Liverpool winning the title and are down to Liverpool having made good use of their hands to such an extent that all other hands (particularly Chelsea's) are rendered irrelevant. So the amount of title in Liverpool's hands is: <br />
6*(1/9)=6/9=2/3 <br />
<br />
Chelsea get the title in possibility 7, which is done by them winning <i>and</i> by Stoke beating Liverpool. This means that their hands share this 1/9, giving Chelsea's and Stoke's hands an 1/18 from possibility 7.<br />
<br />
In possibilities 8 and 9, the Liverpool-Stoke result doesn't matter, and the title has been decided by Hull's salvaging a draw/landing a shock win. So their hands get both of these ninths.<br />
<br />
To sum up, and converting to eighteenths to aid comparability, the title is in:<br />
<br />
Liverpool's hands: 12/18<br />
Hull's hands: 4/18<br />
Stoke's hands: 1/18<br />
Chelsea's hands: 1/18<br />
<br />
Whilst <a href="https://twitter.com/RobbieSavage8" target="_blank">Robbie Savage</a> (I haven't asked him) might think it is a bit silly to say that Hull have more say in the title race than Chelsea, I think it makes complete sense given that they only need a draw or a win, whereas Chelsea need a win. I mean, each football match is contested by two teams with equal numbers
of hands and an equal say in the outcome of the match. You could adjust
for teams being better by saying
that their hands are more secure, if you wanted to, but for now I'm weighting
all teams' hands equally. <br />
<br />
<i>The other example is a bit more complicated and I think I've made my main point here so I'll save the other example for a later post. </i><br />
<b><br /></b>
<b>Comments welcome as ever. Thanks.</b><br />
<br />
<br />
<br />Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-41761441951113449672014-01-28T14:43:00.002+01:002014-01-28T14:43:46.731+01:00The week's tweet No.4Hello,<br />
This week's "the week's tweet" is:<br />
<br />
If Beyonce had called her smash hit "Crazed in love" then she could have
created a clever eye rhyme with the song's guest rapper, Jay Z.<br />
<br />
Also to be found in the original <a href="https://twitter.com/herrbench/statuses/427829425913073664" target="_blank">here</a>.<br />
<br />
Here is the summary of why this is so hilarious. I've broken it down to eight reasons.<br />
<br />
1) Beyonce's song "Crazy in Love" is very old and no-one is talking about it anymore.<br />
2) "Crazy" does rhyme (kind of, if you ignore the stress) with the way Jay Z is actually pronounced, because he pronounces the Z in the American way as "zee" rather than in the British way as "zed".<br />
3) I'm British so I find pronunciation differences funny.<br />
4) The sound rhyme Crazy/Jay Z[ee] is much better than the eye rhyme Crazed/Jay Z[ed].<br />
5) There isn't really much scope for getting much mileage out of a rhyme between the name of your guest rapper and the name of your song - unless he uses it in his rap.<br />
6) Jay Z already rhymes crazy with Jay Z in his rap on the song. <br />
7) If the song was called "Crazed in love", lots of the other lyrics wouldn't work, like for example "Got me looking so crazed, my baby", where in the original the "crazy/baby" pairing is used for rhythmic niceness.<br />
8) "Crazed in love" sounds terrible to begin with.<br />
<br />
Tune in next week for next week's "the week's tweet"! <br />
<br />
<br />Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-27847956151811016932014-01-07T18:26:00.001+01:002014-01-07T18:28:41.505+01:00Gute ZeilenumbrücheGuten Tag,<br />
bei mir im Büro hängt ein Werbekalender von irgendeiner Bank oder irgendeinem Kreditinstitut. So genau habe ich nicht hingeschaut. Auf jeden Fall steht da drauf:<br />
<br />
Unternehmen Sie auch 2014<br />
nichts ohne uns.<br />
<br />
Ich finde diesen Zeilenumbruch wirklich sehr gut, da beide Zeilen – wenn man sie quasi alleinstehend lesen würde – positive Botschaften bieten: "Unternehmen Sie auch 2014" sagt quasi, dass man 2014 was machen soll und gleichzeitig davon ausgeht, dass der Leser 2013 was gemacht hat.<br />
<br />
Ebenso sagt "nichts ohne uns" implizit, dass nichts geht oder auf die Kette zu bekommen ist, wenn man auf die Unterstützung der Bank bzw. des Kreditinstituts verzichtet.<br />
<br />
Falls ihr meint, diese Positivität hätte wenig bis nichts mit dem Zeilenumbruch zu tun, stellt euch vor, es würde so aussehen:<br />
<br />
Unternehmen Sie auch 2014 nichts<br />
ohne uns.<br />
<br />
So hätte man in der ersten Zeile nicht nur einen Auruf zur Faulheit, sondern auch die freche Unterstellung, der Leser hätte im Jahr 2013 (und ggf. in den vorangegangenen Jahren) nichts unternommen. Die zweite Zeile ist auch nicht viel besser, weil sie einfach "ohne uns" beinhaltet, was dann den Eindruck hinterlässt, man würde diese Bank bzw. dieses Kreditinstitut für nichts brauchen.<br />
<br />
Ein schönes neues Jahr.<br />
<br />
Herr Bench<br />
<br />
<br />
<br />Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-88368652316349683292013-11-03T15:16:00.000+01:002013-11-03T17:49:28.936+01:00TV and Telephone VotingTelevision shows that take place over the course of an evening which are decided by telephone voting are frequently blighted by what I call the "I've just come in from the pub mob" and the "I've watched something else and then just flipped over for the end posse".<br />
<br />
<b>The problem</b> <br />
What happens is these groups of people both only see the end of the show and then, understandably, vote for one of the later candidates/acts/talents (CATs), because that's one of the ones they've seen. This gives the final CAT a significant advantage over everyone else and, indeed, depending on the country's pub culture and the other programmes on that evening with significant viewing shares, each CAT an advantage over all the ones who were on before them.<br />
<br />
<b>Solutions so far</b><br />
There are measures designed to counteract this. One is having each CAT having to do something more than once. If, in a singing show with three CATs, each CAT has to sing twice, then you at least have CAT1 singing once after each of CAT3 and CAT2 has sung their first song (assuming a 1,2,3,1,2,3 order) - or you could have a different order like 1,2,3,3,2,1 to try to maximise fairness. Whatever you do though, you have one CAT who's on last and who catches the votes of the aforementioned mob and posse.<br />
<br />
Another idea is to open the voting lines straight away, before any CATs have even been on stage. This is flawed insofar as it means that people who vote based on a performance have more time to vote for certain CATs whilst people who just vote based on prior sympathies can vote regardless of what the CATs actually do on the night.<br />
<br />
So if we want a fair vote reflective of people's assessments of what the CATs have done during the show, this doesn't work. You could argue that being able to vote for CAT1 balances out the swing to CAT3 from the mob and posse, but having two terrible features in a system and hoping they approximately balance one another out is a bit like throwing a few nukes around and hoping more baddies than goodies die: neither scientific nor likely to work.<br />
<br />
<b>What you could do</b><br />
My suggestion is to get people to register to vote. This would take place in the waffle that happens at the start of the show before any CATs have been on. This segment usually takes at least 15 minutes (on a standard Saturday evening format) and is ample time for people who are generally interesting in digging in for the evening to send a short text message (SMS) or ring up a number.<br />
<br />
By registering they would make themselves (or anyone with the same phone number) eligible to vote during the voting phase, which would only begin after the last CAT's last performance. This seems technically straightforward to implement and would restrict voting to those people who have seen the whole show and so can make a fair decision. Clearly, some people might have some chips or something and miss one of the CATs, but you can imagine people's chip-eating habits to be varied enough for this to even itself out and not significantly (dis)advantage one CAT over another.<br />
<br />
I don't really see many problems with this. You could, for example, easily adjust the price of calls to stop having to ring in twice hitting the voters' bank balances too much. It doesn't solve the fact that some certain audience sections (with some correlation with the kind of CAT they like) are more likely to take part in a phone vote than others, but that's true of all votes. At a parliamentary election, there are some sections of the electorate who would rather go down the pub than go cast their vote. And they automatically get underrepresented in the House of Commons.<br />
<br />
The only real flaw I can see in this system is that it would probably lead to fewer votes coming in, which would mean less money being made. But if there has to be a victim for the sake of overall fairness, then you could find a worse one than television producers.Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-5658534097474034052013-10-20T15:12:00.000+02:002013-11-03T23:11:44.113+01:00FIFA rankings and football's interestingness<span style="font-size: small;"><span style="font-family: inherit;">This week, the group stages of UEFA qualifying for the 2014 football World Cup came to an end. The draws for these groups were based on the <a href="http://www.fifa.com/worldranking/index.html" target="_blank">FIFA world football rankings</a> we know and love.<br /><br />I read <a href="http://espnfc.com/blog/_/name/mondaymusings/id/631?cc=5739" target="_blank">an article by Gabriele Marcotti</a>, who sometimes writes reasonable things, written before the final round of qualifying matches. I've done a semi-close read of it here, followed by some of my own stuff. I'm focusing on the bit of the article that deals with the UEFA section of World Cup qualifying.<br /><br /><b>Here we go - Marcotti quotes in italics</b><br /><i>"UEFA get 13 spots in the World Cup. Nine qualify directly and another four via two-legged playoff." </i><br /><br />Fair enough.<br /><i><br />"And of the 13 highest-ranked nations who went into qualifying, just two -- Denmark (eighth at the time) and the Czech Republic (13th) -- are out of the running."</i><br /><br />Seems to make sense.<br /><br /><i>"Three of the top six -- Germany (second), Italy (fifth) and Holland (sixth) -- have already clinched a place. Another two -- Spain (first) and England (third) -- should also win their groups and guarantee passage."</i><br /><br />This was written before the final round - Spain and England did indeed win their groups.<br /><br /><i>"The one team that have significantly underperformed are Portugal -- fourth at the time but who have had a tricky qualifying campaign -- though they are heavily favored [sic] to make the playoffs."</i></span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;"><i><br /></i>"Fourth at the time but have had a tricky qualifying campaign" doesn't seem to mean anything. Surely fourth because they've had a tricky qualifying campaign.<br /><br /><i>"Greece (10th at the time), Russia (ninth), Sweden (12th) and France (11th) have already made at least the playoffs, while, in addition to Portugal, Croatia (seventh) are also just about there."</i></span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;"><i><br /></i>This is where it really starts going downhill, as it exposes some clumsiness. Marcotti is clearly working with the rankings published in August 2011, rather than on 5th September 2011 (first qualifiers took place on 7th September).<br /><br /><i>"Some will point to Switzerland (14th) and Belgium (29th) and the fact that they've clinched qualifying as evidence of surprises. But really, Switzerland’s track record (and a fairly cream-puff group) and Belgium's deep and talented squad suggest that many saw this coming."</i></span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;"><i><br /></i>These might be points worth making but they have nothing to do with the rankings, but shoving them into a piece which you’re trying to write to say “the rankings work” (more on that later) doesn’t strike me as being overly scientific.<br /><br /><i>"Bosnia (19th) is a great tale given the nation's history." </i>Actually 17th if you use the right rankings.<br /><br /><i>"They're guaranteed the playoffs and could yet win the group, but again, looking at the talent in the squad and the relative weakness of the group, it's not really a shock."</i></span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;"><i><br /></i>"It's not really a shock" is again something which makes any look at the rankings irrelevant if you can just claim that any time they don’t work then you might as well not look at them at all. It's a bit like selective reading of the bible (which I'm not suggesting Marcotti does).<br /><br /><i>"Iceland -- 46th in Europe, 130th in the world when qualifying kicked off –"</i> actually 44th and 118th. <i>"have a shot at the playoffs, which would be remarkable for a nation of just 300,000."</i><br /><br />Seems to be a fair point – the least populous nations getting to playoffs in recent World Cup or Euro qualifiers would be Montenegro and Estonia, both of whom have populations well above 300,000.<br /><br /><i>"But given the seeded playoffs and the possibility of facing France or Portugal, the shock would be if their journey did not end there."</i></span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;"><i><br /></i>The seeded playoffs mean that Iceland can’t face France. And suggesting that the seeded playoffs mean it would be a shock if Iceland didn’t win gives an awful lot of credence to the ranking system which, elsewhere, can be dismissed simply by taking a look at talent in a squad. Or, on the other hand, you're assuming the effectiveness of the ranking system within your argement for its effectiveness.<br /><br /><i>"What all </i>[Marcotti's all includes similar analyses of the other continental federations] <i>this suggests is that maybe the FIFA rankings aren't as absurd as they sometimes seem. Or, at least, they weren't this time around. The vast majority of the teams that were supposed to make it did make it."</i><br /><br />Clearly, Marcotti is confusing the rankings, which are supposed to recognise previous achievement, with some kind of tool for predicting future achievement.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: inherit;">I don’t think the word “supposed” is appropriate in this case, because he’s taken the rankings at a time which is irrelevant for the organisation of the competition, August 2012. (That he meant to take September 2012 doesn't matter in this instance.)<br /><br />The only time when the rankings actually influence who teams face is at the draw, when the teams are sorted into pots – this is a deliberate attempt to improve the best-ranked teams’ chance of qualification by keeping them apart. If there is any “supposed to” anywhere, then it is here.<br /><br />Of the nine teams that went into pot 1, five have qualified. This is about 55.56 % - a simple majority but not a vast one.<br /><br />Of the nine teams that went into pot 2, one has qualified and two have made the playoffs, that’s 33% (a minority) doing anything remotely reasonable. <br /><br /><b>What if we try to be a bit more scientific?</b><br />As a little experiment, I did the following:<br /><br />Gave all teams a score according to the pot they were in at the draw (pot 1 is 1 point, pot 2 is 2 points and so on).<br /><br />Looked at the possible total points for all group winners and playoff reachers. Here, I doubled the points for a group win as a mechanism for weighting this more than reaching the playoffs. I think this works.<br /><br />So the lowest possible total is ((9*1)*2)+(8*2) = 34<br /><br />The highest possible total is ((8*6)+5)*2+(8*5) = 146<br /><br />The lowest total would be if all pot 1 teams won their group and all playoff reachers came from pot 2. The highest would be if all pot 6 teams won their groups and all playoff reachers (and the group winner from the 5-team group) came from pot 5.<br /><br />This gives us a possible range of 146 – 34 = 112 points.<br /><br />The score of the actual group winners and playoff reachers comes out as 52.<br /><br />This is 18 above the lowerst possible, in a range of 112, putting it at the:<br /><br />18/112 = 16.07th percentile.<br /><br />This gives us something I feel can be a useful figure for measuring how closely the rankings have “predicted” the results of qualification. I’m not suggesting any “supposed to” here, but a higher percentile would indicate that lower-ranked teams did better than the rankings would have “predicted”.<br /><br />It’s up to the observer whether he wants to question the ranking system or applaud the interestingness of international football for not always having teams perform exactly as well as they have done over the past four year period used for ranking-point calculation.<br /><br />If we get a bit more detailed and use the UEFA ranking of each team, rather than just a pot (so Spain are 1, Netherlands are 2 and so on), then the result comes out around the 13.49th percentile. And if you take the FIFA ranking, you get the 9.79th percentile.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: inherit;">This would seem to suggest that the more detailed you get (i.e. the more you reflect the relative strengths of the teams in the points you assign them), the better the rankings are at predicting the results and the less interesting the qualifiers become.<br /><br />It’s only a one-off though, so all we can see at this stage is that in this case the better-ranked teams in each pot did better than the worse-ranked teams from the same pot. Generally speaking.<br /><br />Anyway, having a nice figure like this also means that we can look, for example, at what the figure is if we take the rankings just before the qualifiers (not Marcotti’s August ones, the September ones).<br /><br />If we do this and go through all the same calculations (being a little careful because, for example, there isn’t a team in the top 9 (pot 1) in every group), then we get the actual results as being at the 10.48th percentile. This is a marked improvement over the 16.07th percentile we had when we took the rankings at the draw.<br /><br />Similarly, the percentiles when using the UEFA and FIFA rankings also both improve, from 13.49 to 8.84 and from 9.79 to a very respectable 6.57.<br /><br />So the main issue this highlights is the fact that the draw is made based on rankings over a year before play begins, by which time the rankings have changed considerably. And, as you would probably expect, the rankings immediately before the games start are a better indicator than those at the time of the draw.</span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: inherit;"><b>Sweeping statement check</b> </span></span><br />
<span style="font-size: small;"><span style="font-family: inherit;">It also lets us look sensibly at some things Marcotti said. He refers to Switzerland’s group as <i>“fairly cream-puff”</i>. Whilst the group as a whole is, by total ranking (at time of first game) of all teams, 6th out of 9 and slightly worse than average, Switzerland were the highest ranked side in it, despite being in pot 3.<br /><br />This is, for my money, far more relevant than overall group strength because it explains why Switzerland were the ones to emerge from the (slightly) weak group.<br /><br />Bosnia’s group is also said to display<i> “relative weakness”</i>. According to ranking, it is indeed 8th of 9, but, more importantly, Bosnia are the second best-ranked team in it, so have only actually overcome Greece (difference of 8 ranking points) to win the group.<br /><br />And Belgium, far from simply having to rely on a <i>“deep and talented squad”</i>, were also 2nd best in their group and have only had to overcome Croatia (albeit making up 15 ranking places).<br /><br />And if we go back to Iceland, regardless of their population, they have overhauled three better-ranked teams with a combined superiority of 64 ranking points. Next best, but a long way back are Romania, who also overhauled three teams, but only made up 27 ranking points in the process.<br /><br />Hope you enjoyed all that.<br /><br /><i>[These italics aren't from Marcotti.] PS: If you're trying to recreate my calculations, it's possible you'll get minimally different results, as there are different ways of treating countries of level ranking. Don't worry about it.</i></span></span><br />
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<![endif]-->Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-81669568617662113032013-09-19T21:39:00.001+02:002013-09-19T21:43:39.680+02:00Equilibrium in the Champions League IIIThis is just a very short post as a follow up to the two previous posts in this trilogy, which can be found <a href="http://herrbench2010.blogspot.de/2013/08/equilibrium-in-champions-league.html" target="_blank">here</a> and <a href="http://herrbench2010.blogspot.de/2013/09/equilibrium-in-champions-league-ii.html" target="_blank">here</a>. Basically, those posts looked at how you could get complete equilibrium in the Champions League group stages, based on the teams' UEFA club rankings and then based on their coefficients.<br />
<br />
This post is basically just a correction. I hadn't realised that Real Sociedad, although they had not been in European competition in the five years used as the basis for coefficient calculation, nevertheless have their coefficient calculated for the purposes of the draw. Whilst they don't get any points for their own achievements, they do get the 20% of Spain's national coefficient, which isn't too shabby at all and is actually enough to put them in 31st, above Vienna.<br />
<br />
This therefore messes up the calculations I made in those posts for balanced groups and you can't even just make a simple swap of Real Sociedad and Vienna because I had Vienna in Barca's group. The word fiddlesticks comes to mind.<br />
<br />
Another point is that, as Sociedad also don't have 0 coefficient points, but 17.605, the calculations for balanced groups would also be different. And it means that they wouldn't be 451st in Europe overall, but would be somewhere around 87th, meaning that balanced groups based on the overall UEFA club rankings are much more possible than I made out.<br />
<br />
Whilst this is all quite disappointing, as it voids my results, it doesn't, I don't think, void the methodology, which I am convinced will stand the test of time.<br />
<br />
Whilst I'm not going to redo all of the calculations, I can tell you that Sociedad's being ranked 31st of the Champions League qualifiers means that Man United aren't actually as lucky (l) as I'd made them out to be, as they get a luck score of just 1.33 and not 1.67. This doesn't however, affect the bigger picture of English luck, as they remain the only English side with positive (i.e. good) luck, based on the UEFA rankings.<br />
<br />
Sorry about the error.Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-66352386955178954052013-09-18T13:35:00.002+02:002013-09-18T13:35:41.509+02:00People who write alright are all rightNow it's possible I've written a post on this before. I don't think I have though so I'm writing it now, albeit with the small chance of my repeating myself.<br />
<br />
I'll be brief. Already doesn't mean all ready. Always doesn't mean all ways. Alone doesn't mean all one. In each case, the first word has developed from a combination of the other two words to ultimately express a new thought or idea. This is a highly useful feature of language development.<br />
<br />
<b>Alright doesn't mean all right.</b><br />
If I say "they're all right", then I am only talking sense if the "they" in this instance have just all said something like "two times two is four". In that case, they are all right. If one of them says "two times two is twenty-two" then they're no longer all right, as one of them is wrong.<br />
<br />
If I say "they're alright" then it is possible that they have all said "two times two is four" but this is an irrelevance. Of far more importance is whether the bus that has just threatened to flatten them has done so or not. If it hasn't, then "they're alright" is a sensible comment. If it has, even if it's only flattened some of them, then "they're alright" is ill-judged, regardless of whether or not they've just said that two times two is four or twenty-two.<br />
<br />
This is pretty obvious, but nevertheless worth saying. I don't have any dictionaries to hand so I can't tell you if they all agree with me or, in other words, if they're all right or not. In any case, I'm not here to bag on dictionaries. Most are not perfect because they contain many errors resulting from the fact that they are constantly playing catch-up. But they're generally alright.Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-44532838951852409662013-09-15T11:05:00.000+02:002013-09-15T11:05:03.378+02:00The best thingHello,<br />
This is just a short post, making use of Google's <a href="http://books.google.com/ngrams" target="_blank">Ngram Viewer</a> which we all know and love. In case anyone doesn't know about Ngram, it lets you search for word or phrase usage in books over time and gives you a nice graph. So you can see when certain words or phrases were most popular and things like that.<br />
<br />
Anyway, inspired by this <a href="http://www.youtube.com/watch?v=LETMN5v7xAI&t=9m3s" target="_blank">phone-in </a>on Alan Partridge's Mid-Morning Matters, where the presenter invites listeners to suggest the "best thing ever" and someone says "sliced bread", I decided to have a do a little bit of research.<br />
<br />
According to <a href="http://en.wikipedia.org/wiki/Sliced_bread" target="_blank">Wikipedia</a>, sliced bread was first sold in 1928 and yet, according to <a href="http://books.google.com/ngrams/graph?content=best+thing+since+sliced+bread&year_start=1800&year_end=2000&corpus=15&smoothing=3&share=" target="_blank">Ngram</a>, the phrase "best thing since sliced bread" only really started appearing in literature around 1974. However, some slightly less half-hearted research shows that "<a href="http://books.google.com/ngrams/graph?content=greatest+thing+since+sliced+bread&year_start=1800&year_end=2000&corpus=15&smoothing=3&share=" target="_blank">greatest thing since sliced bread</a>" emerged in 1950 and really gained pace around 1962. If we just use "<a href="http://books.google.com/ngrams/graph?content=thing+since+sliced+bread&year_start=1800&year_end=2000&corpus=15&smoothing=3&share=" target="_blank">thing since sliced bread</a>", then the first record is in 1947, three years after the famous <a href="http://www.todayifoundout.com/index.php/2010/11/pre-sliced-bread-was-once-banned-in-the-united-states/" target="_blank">pre-sliced bread ban of '43</a>, with a real increase in usage in the 1960s, after which it goes up fairly steadily up to the present day.<br />
<br />
It's hard to make cast-iron deductions from this information, but the following are possible:<br />
<ul>
<li>early sliced bread, invented in the 20s, wasn't all that great and only really won over American hearts when it improved dramatically in the 1960s</li>
<li>sliced bread was immediately excellent in 1928 but it takes time (around 30-40 years) for phrases like this to develop and find their way into written literature</li>
<li>sliced bread was good ever since 1928 but there was something else which was still considered better, the popularity of which declined in the 1960s, opening the way for sliced bread to take its place in the phrase</li>
</ul>
If we consider that the last of these possibilities is indeed possible, then it might be interesting to know what the idiomatic "best thing" (or "greatest thing" etc.) was before sliced bread. If we run "<a href="http://books.google.com/ngrams/graph?content=best+thing+since&year_start=1800&year_end=2000&corpus=15&smoothing=3&share=" target="_blank">best thing since</a>" through Ngram, we see it first emerge in 1855, with fairly undular, but not insignificant, activity up to the mid 60s, where a real rise can be observed, similar in trajectory to that of the "thing since sliced bread".<br />
<br />
Clearly, all "best thing since" happening before 1928 cannot possibly be referring to sliced bread (unless appearing in some obscure and remarkably prescient sci-fi publications) and, if we believe Ngram, most things before the 1960s and all things before 1947 must have referred to other things too. So what might these have been?<br />
<br />
Now the scope of the Massive Blog doesn't allow for a very thorough investigation, but a quick and haphazard click through the links underneath the Ngram give us the following candidates for "best thing" from the period 1800-1914:<br />
<ul>
<li><a href="http://books.google.ge/books?id=gzVRAAAAYAAJ&q=%22best+thing+since%22&dq=%22best+thing+since%22&hl=en&sa=X&ei=JWw1Ur-5Aomn4gTn1YCgCA&redir_esc=y" target="_blank">John Bourne</a>, writing in 1878, "<span class="st">I put this heavy mineral oil as the best thing since compound engines."</span></li>
<li><span class="st"><a href="http://books.google.ge/books?id=5dkhAAAAMAAJ&q=%22best+thing+since%22&dq=%22best+thing+since%22&hl=en&sa=X&ei=rGw1UvqbJeXx4QShv4GAAQ&redir_esc=y" target="_blank">William Mumford Baker</a>, writing in 1883, "</span><span class="st"><span class="st">It 's the best thing since the war broke out."</span></span></li>
<li><span class="st"><span class="st"><a href="http://books.google.ge/books?id=cYTNAAAAMAAJ&q=%22best+thing+since%22&dq=%22best+thing+since%22&hl=en&sa=X&ei=rGw1UvqbJeXx4QShv4GAAQ&redir_esc=y" target="_blank">The World's Work, </a>in 1903, stating that "As a political novel ... </span></span><span class="st">"The Henchman," by Mark Lee Luther, is the best thing since "J. Devlin Boss"".</span></li>
</ul>
<span class="st">The other examples of "best thing since" from this period are red herrings, because they include punctuation and use "since" to mean "because". For example, <a href="http://books.google.ge/books?id=eilJAAAAYAAJ&q=%22best+thing+since%22&dq=%22best+thing+since%22&hl=en&sa=X&ei=rGw1UvqbJeXx4QShv4GAAQ&redir_esc=y" target="_blank">American Poultry Advocate</a> wrote in 1905: "</span><span class="st"><span class="st">We heard it suggested that it should have a separate building, but this seems to us hardly the <b>best thing, since </b>it would, in a measure, set it off by itself; we would much prefer that this exhibit be a part of the regular poultry exhibit". So these can be discounted.</span></span><br />
<br />
<span class="st"><span class="st">Also, the second listed example, "best thing since the war broke out" is probably to be treated with caution, as it a) only really works when the war is still going on and b) isn't necessarily putting the outbreak of war as something good to be compared to, but rather suggesting that all has been rotten since this time. Indeed, the third example is also only valid in the context of political novels and so also not really equivalent to the usage of "best thing since sliced bread". So we're left with compound engines as the idiomatic best thing of the 19th Century.</span></span><br />
<span class="st"><span class="st"><br /></span></span>
<span class="st"><span class="st">To finish off, because I don't want the post getting too long and you're free to continue the research yourselves, I'll look at the period before "best thing since sliced bread" caught on. Here is one of the more interesting examples:</span></span><br />
<ul>
<li><span class="st">The best thing since ice cream is also the best thing since <em></em></span><span class="st"><em><span class="st"></span></em>canned pudding.(<a href="http://books.google.ge/books?id=_T8EAAAAMBAJ&pg=PA62-IA1&dq=%22best+thing+since%22&hl=en&sa=X&ei=s281UpPBEKGN4ATzuYGQDQ&redir_esc=y#v=onepage&q=%22best%20thing%20since%22&f=false" target="_blank">Life Magazine</a>, 1971)</span></li>
</ul>
<span class="st">This seems to be an advert for Birds Eye's Cool and Creamy Cups, which also contains the slightly nonsensical phrase "you'll think they're the best thing since anything".</span><br />
<br />
<span class="st">It is also slightly odd, because canned pudding is a more recent invention than ice-cream, meaning that the best thing since ice cream would automatically be better than canned pudding, unless you were speaking at a time when canned pudding hadn't yet been invented. Depending on what exactly your feelings are, you should be saying something like: "The best thing since canned pudding would also have been the best thing since ice cream if it had come out before canned pudding had been invented" or "The best thing since ice cream is, just to clarify, also better than canned pudding."</span><br />
<span class="st"><br /></span>
<span class="st">Other examples include "best thing since Voltaire" (1923) and </span><span class="st">"best thing since<em></em> we went to the Yalu River in Korea" (1975).</span><br />
<br />
<span class="st">Of all examples, my personal favourite is "<a href="http://books.google.ge/books?id=1Ve5bBk5nPkC&dq=%22best+thing+since%22&source=gbs_navlinks_s" target="_blank">the best thing since indoor plumbing</a>", as written in 1988 by Peter S. Wenz. I like this example for two reasons. Firstly, its date, at a time when sliced bread was really taking over, makes us realise just how good indoor plumbing is to be able to compete alongside this great thing. And secondly, it reminds us how lucky we are not to have to go outside and face the elements whenever we want to take advantage of some plumbing: One of life's truly great things.</span><br />
<span class="st"><br /></span>
<span class="st"><i>As briefly mentioned earlier, you're welcome to continue or expand on this research, either by using Ngram or other tools. The Massive Blog always welcomes contributions via the comment function or directly to the author on Twitter <a href="https://twitter.com/herrbench" target="_blank">@herrbench</a>.</i></span><br />
<span class="st"><span class="st"><br /></span></span>
<span class="st"><span class="st"><br /></span></span>
<span class="st"><span class="st"> </span> </span>Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-90106686291230035832013-09-06T22:59:00.002+02:002013-09-06T23:01:20.044+02:00Equilibrium in the Champions League IIThis post is the sequel to the <a href="http://herrbench2010.blogspot.co.uk/2013/08/equilibrium-in-champions-league.html" target="_blank">previous post, </a>hence the II
in the title. So you should probably read that first, if you haven’t already
done so<br />
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Anyway, the previous post ranked the Champions League
qualifiers from 1 to 32 according to their UEFA club coefficients and used
these rankings as a basis for analysing the balance of the groups and measuring
each team’s luck in the draw.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
There are two other obvious ways of measuring the strength of the teams:</div>
<div class="MsoNormal">
- Using the UEFA club rankings;</div>
<div class="MsoNormal">
- Using the club coefficient points.</div>
<br />
<div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">Using the UEFA club
rankings</b></div>
<div class="MsoNormal">
The UEFA club rankings seem like a good idea, because they
keep the numbers as nice manageable integers and they add some detail as the
gaps between teams aren’t all the same, thereby taking into account that some
teams are significantly lower-ranked than others. For example, the top 6 ranked
teams in the Champions League are also ranked 1 to 6 overall, but Austria Wien,
31<sup>st</sup> in the Champions League, are ranked 114 overall. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The problem with using this ranking system is that Real
Sociedad, the team ranked 32<sup>nd</sup> and worst of all the Champions League
qualifiers, don’t have a UEFA ranking at all, because they haven’t been in
Europe in the last five years. As there are 450 teams with a UEFA ranking, this
would make Sociedad joint 451<sup>st</sup>. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Unfortunately, this massive leap to the 32<sup>nd</sup> team
(all other 31 teams are in the top 114) skews the entire system. In the same
way as, with a 1-32 ranking system, we had a total 528 points and 66 per
balanced group, this system gives us 1,328 and 166 per balanced group. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
However, the group with Sociedad will automatically be far
worse than average and most groups will be far better, with the only way to get
a balanced group being to have Vienna (114) and three other teams with a total
52 between them, such as Bayern (2), PSG (19) and Dortmund (31). Even the third
worst-ranked team, Plzen (74) cannot be put in a balanced group, with the most
balanced scenario having a total 145, with Benfica (9), Juventus (20) and
Leverkusen (42) completing Plzen’s group.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This is clearly unsatisfactory and, as such, I reject the
use of the UEFA club rankings as a workable system for looking to achieve
balance. They may be useful next year, if there is not such an anomaly, but,
for 2013/14, they must be set aside.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">What about using the
club coefficient points?</b></div>
<div class="MsoNormal">
Using the club coefficient points avoids the problem with
Sociedad. Although they have zero points, this is only 16.575 fewer than
Vienna, which does not represent such a dramatic and exaggerated drop as 114<sup>th</sup>
to 451<sup>st</sup> in the ranking. In fact, this is not even the largest
difference between two adjacently-ranked sides, as Arsenal have <span style="mso-spacerun: yes;"> </span>17 fewer than Man U.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
So this system seems to be workable. And it takes into
account larger and smaller gaps between teams than the more simple ranking
system. So it could be worth a look. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">Balance using the
coefficients</b></div>
<div class="MsoNormal">
Following an equivalent methodology to the one for the
rankings, we have a total 2454.519 points, so balanced groups would each have
2454.519/8 = 306.815 points. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
It is unlikely that we will be able to get 8 groups with
this exact score but we could consider them fairly balanced if we had no group
with more than 306.815+(306.815/32) and none with less than
306.815-(306.815/32). 306.815/32 is 9.588 so this means groups between 297.227
and 316.403. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The choice of 32 is fairly arbitrary, basically being used
because there are 32 teams. If anyone has a better suggestion for something
more suitable, they are welcome to comment.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Anyway, let’s start out by looking at the 8 groups which
were balanced with the ranking system. These have scores of:</div>
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/* Style Definitions */
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{mso-style-name:"Table Normal";
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<br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: none; mso-border-alt: solid windowtext .5pt; mso-padding-alt: 0cm 5.4pt 0cm 5.4pt; mso-yfti-tbllook: 1184;">
<tbody>
<tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;">
<td style="border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 36.4pt;" valign="top" width="49"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group</span></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Total
coefficient</span></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 5.0cm;" valign="top" width="189"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Difference
to balanced group</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 1;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 36.4pt;" valign="top" width="49"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">A</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">310.932</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 5.0cm;" valign="top" width="189"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">+4.117</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 2;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 36.4pt;" valign="top" width="49"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">B</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">316.865</span></div>
<div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 5.0cm;" valign="top" width="189"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">+10.050</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 3;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 36.4pt;" valign="top" width="49"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">C</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">292.228</span></div>
<div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 5.0cm;" valign="top" width="189"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">-14.587</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 4;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 36.4pt;" valign="top" width="49"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">D</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">295.280</span></div>
<div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 5.0cm;" valign="top" width="189"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">-11.535</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 5;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 36.4pt;" valign="top" width="49"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">E</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">315.223</span></div>
<div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 5.0cm;" valign="top" width="189"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">+8.408</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 6;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 36.4pt;" valign="top" width="49"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">F</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">301.727</span></div>
<div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 5.0cm;" valign="top" width="189"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">-5.088</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 7;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 36.4pt;" valign="top" width="49"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">G</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">299.211</span></div>
<div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 5.0cm;" valign="top" width="189"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">-7.604</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 8; mso-yfti-lastrow: yes;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 36.4pt;" valign="top" width="49"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">H</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">323.053</span></div>
<div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 5.0cm;" valign="top" width="189"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">+16.238</span></div>
</td>
</tr>
</tbody></table>
</div>
<div class="MsoNormal">
<br />
Based
<span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;"></span>on what I’ve said above, this would make suggest that
groups A, E, F and G are fairly balanced, whilst B, C, D and H are either too
strong (B and H) or too weak (C and D).</div>
<br />
<div class="MsoNormal">
By making two simple swaps:</div>
<ul>
<li>CSKA (D, 77.776) with Donetsk (H, 94.951</li>
<li>PSG (C, 71.800) with Schalke (B, 84.922)</li>
</ul>
<div class="MsoNormal">
we redress this imbalance and come out with 8 balanced
groups.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Of course, making these two changes brings about imbalance
according to the 1-32 ranking system. However, if we fiddle about with the
spreadsheet for long enough, then we can come up with the following groups:</div>
<div class="MsoNormal">
<br /></div>
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: none; mso-border-alt: solid windowtext .5pt; mso-padding-alt: 0cm 5.4pt 0cm 5.4pt; mso-yfti-tbllook: 1184;">
<tbody>
<tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;">
<td style="border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
Group A</div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
Group B</div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 1;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Man U </span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">130.592</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">5</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Real</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">136.605</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">4</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 2;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Schalke</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">84.922</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">12</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Juventus</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">70.829</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">16</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 3;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Basel</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">59.785</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">21</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Zenit</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">70.766</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">17</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 4;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Celtic</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">37.538</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">28</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Bucharest</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">35.604</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">29</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 5;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
Totals</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">312.837</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">66</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Totals</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">313.804</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">66</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 6;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
Group C</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
Group D</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 7;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Benfica</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">102.833</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">8</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Bayern</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">146.922</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">2</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 8;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">CSKA</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">77.766</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">14</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Donetsk</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">94.951</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">10</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 9;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Man City</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">70.592</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">18</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Olympiakos</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">57.800</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">22</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 10;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Napoli</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">46.829</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">26</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Sociedad</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">0.000</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">32</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 11;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;"> Totals</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">298.020</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">66</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Totals </span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">299.673</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">66</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 12;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
Group E</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
Group F</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="top" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 13;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Chelsea</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">137.592</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">3</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Arsenal</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">113.592</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">6</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 14;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Marseilles</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">78.800</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">13</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Atletico</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">99.605</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">9</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 15;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Dortmund</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">61.922</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">20</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Leverkusen</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">53.922</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">24</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 16;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Plzen</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">28.745</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">30</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Anderlecht</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">44.880</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">27</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 17;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Totals</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">307.059</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">66</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Totals </span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">311.999</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">66</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 18;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Group G </span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Group H</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 19;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Porto</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">104.833</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">7</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Barcelona</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">157.605</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">1</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 20;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Milan</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">93.829</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">11</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">PSG</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">71.800</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">15</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 21;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Galatasaray</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">54.400</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">23</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Ajax</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">64.945</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">19</span></div>
</td>
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<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Copenhagen</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">47.140</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">25</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Vienna</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black;">16.575</span><span style="color: black; mso-bidi-font-size: 12.0pt;"></span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">31</span></div>
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<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Totals </span></div>
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<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">300.202</span></div>
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<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.0pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">66</span></div>
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<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">Totals</span></div>
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<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">310.925</span></div>
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<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 77.05pt;" valign="bottom" width="103"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 11.0pt;">66</span></div>
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<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Now it took quite a long time for me to get such a
distribution which suggests that there aren’t all that many possible draws
which offer balance according to both ways of measuring. This is not, however,
by any means to say that this is the only way.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Whilst it is nice to see that it
is possible, given the fact that 1/32<sup>nd</sup> deviation from the average
was chosen rather unjustifiably, I could have chosen something less stringent
and achieved balance with that more easily, if I’d wanted to.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">And what about lady
luck?</b></div>
<div class="MsoNormal">
As we saw in the previous post, you can measure the luck of
a team by comparing its actual draw, that is the strength of its actual
opponents, with the strength its opponents would have in balanced groups. In
the previous post, the luck (l) was calculated as:</div>
<div class="MsoNormal">
l = (g-66)/3</div>
<div class="MsoNormal">
where (g) was the total ranks of the group and 66 the rank
of an average group.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The equivalent formula with the club coefficients, if we say
k is now luck and the group total is h, would then be:</div>
<div class="MsoNormal">
k = (h-306.815)/3</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
However, as we want good luck to be positive, we need to
switch this around to take into account the fact that a high-numbered
coefficient, unlike a high-numbered ranking, is given to a strong team. So we
can make it:</div>
<div class="MsoNormal">
k = (306.815-h)/3.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">Luck (k) of the
English</b></div>
<div class="MsoNormal">
We saw in the previous post that, contrary to the claims of
the BBC and, in particular, Phil McNulty, Arsenal and Chelsea were equally (and
only slightly) unlucky, Man City had the worst luck and Man Utd were the only
English side to get lucky.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
If we measure luck (k) of the English teams, as formulated
above, we get:</div>
<div class="MsoNormal">
Man City with -5.74</div>
<div class="MsoNormal">
Arsenal with +1.89</div>
<div class="MsoNormal">
Chelsea with -3.70</div>
<div class="MsoNormal">
Man Utd with +9.11</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Clearly, whilst Man City and Man Utd retain their positions
from the previous post as most unlucky and luckiest respectively, we see a
significant change with Arsenal and Chelsea. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Chelsea stay unlucky but Arsenal emerge as being a little
bit on the lucky side of balanced. This is perhaps not a surprise as Arsenal’s,
though ranked 6, are a long way behind the 5 top-ranked teams in terms of
coefficient points. So measuring by coefficient points, they deserve, as it
were, to get somewhat stronger opponents. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">Luck (k) of the
Celtic</b></div>
<div class="MsoNormal">
In the last post, Celtic were very unlucky. When measuring
according to coefficient points, this doesn’t change much, as they come out with
a luck (k) score of -15.70, making them 2.73 times more unlucky even than Man
City, the unluckiest of the English sides. And, as with luck (l), Celtic (and
the other teams in group H) have the most rotten luck (k) of all teams in the
competition.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Arsenal, however, prove to be much more fortunate than a lot
of pundits would have us believe.</div>
Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-4335347466359947332013-08-31T22:39:00.000+02:002013-08-31T22:48:57.294+02:00Equilibrium in the Champions League<!--[if gte mso 9]><xml>
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<![endif]-->The UEFA Champions League draw took place on Thursday. This wasn't for the knock-out stages, touched on in a previous Massive Blog <a href="http://herrbench2010.blogspot.de/2010/12/advent-9-hilfe-hilfe_10.html#comment-form" target="_blank">post</a>, but for the groups.<br />
<br />
To
create some kind of balance across the 8 groups, UEFA rank all the teams
according to their <a href="http://www.uefa.com/memberassociations/uefarankings/club/index.html" target="_blank">club coefficient system</a>. Much has been written about the
system, such as <a href="http://www.bbc.co.uk/sport/0/football/23680545" target="_blank">this</a>, with Chris Bevan saying things like “it is likely to
preserve the status quo” and it “is stacked in the favour of teams from
stronger nations”.<br />
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<br /></div>
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Whatever you think about the system, it rewards teams over a
5 year period for winning and drawing games in Europe and for progressing to
later rounds of European competitions. You might think it should weight more
recent results more heavily or reward wins against stronger teams more highly,
both of which FIFA’s world country ranking does. However, FIFA’s system is
often criticised as well, so it would seem that international football governing
bodies just can’t win.</div>
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<br /></div>
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Anyway, I’m here to talk about the balance of the groups. At
the moment, they rank the 32 teams and then split them into 4 pots: the best 8,
9<sup>th</sup>-16<sup>th</sup> best, 17<sup>th</sup> to 24<sup>th</sup> best
and the worst 8. Then, to make the groups balanced, each group contains one
team from each pot.</div>
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<br /></div>
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<b style="mso-bidi-font-weight: normal;">Looking for more balance</b></div>
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This only provides a very sketchy level of balance, however,
as 8 teams are lumped together in one pot, meaning that Barca, ranked first,
are treated just the same as Benfica, ranked eighth, and so on.</div>
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<br /></div>
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If we go into more detail on the ranking, and, instead of just
splitting the teams into 4 pots, give each team points according to its
ranking, from 1 for Barca down to 32 for Real Sociedad, then we can use these
rankings as a basis for finding more balance.</div>
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<br /></div>
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All 32 teams together have (32+1)*16 = 528 points between
them. For balance then, each group should have 528/8 = 66 points. And we can
still maintain the pots, so that each group also has someone from each of the 4
pots.</div>
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<br /></div>
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To make these groups, the most obvious way would be to put
the best teams from pot 1 and 2 with the worst from pot 3 and 4, giving you
teams 1,9,24 and 32. You could then work down pots 1 and 2 and up pots 3 and 4,
so the next group would have teams 2,10,23,31 and so on. This would give you 8
groups of 66 total points.</div>
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<br /></div>
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However, this very simple method falls at the first hurdle
because the first group would be Barca, Atletico Madrid, Leverkusen and Real
Sociedad, three of which are Spanish, which isn’t allowed. </div>
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<br /></div>
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<b style="mso-bidi-font-weight: normal;">Excel time</b></div>
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I threw a spreadsheet together and did some trial and error
and you can get balanced groups which also respect the rule of having maximum
one team from each national federation in each group. One way it works is (ranking from 1 to 32 given next to each team): </div>
<br />
<div style="text-align: center;">
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<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; margin-left: auto; margin-right: auto; text-align: left;">
<tbody>
<tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;">
<td style="border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="top" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group A</span></b></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="top" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group B</span></b></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="top" width="28"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 1;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Man
U </span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">5</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Real</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">4</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 2;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Marseilles</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">13</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Schalke</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">12</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 3;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Galatasaray</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">23</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Olympiakos</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">22</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 4;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Copenhagen</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">25</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Celtic</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">28</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 5;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="top" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group C</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="top" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group D</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="top" width="28"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 6;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Benfica</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">8</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Bayern</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">2</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 7;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">PSG</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">15</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">CSKA</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">14</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 8;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Zenit</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">17</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Man
City</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">18</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 9;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Napoli</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">26</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Sociedad</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">32</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 10;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group E<span style="color: black;"></span></span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="top" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group F</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="top" width="28"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 11;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Chelsea</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">3</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Arsenal</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">6</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 12;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Juventus</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">16</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Atletico</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">9</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 13;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Dortmund</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">20</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Basel</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">21</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 14;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Anderlecht</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">27</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Plzen</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">30</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 15;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="top" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group G</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="top" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group H</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="top" width="28"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 16;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Porto</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">7</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Barcelona</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">1</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 17;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Milan</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">11</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Donetsk</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 21.25pt;" valign="bottom" width="28"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">10</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 18;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Ajax</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">19</span></div>
</td>
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<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Leverkusen</span></div>
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<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">24</span></div>
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<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Bucharest</span></div>
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<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">29</span></div>
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<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 63.2pt;" valign="bottom" width="84"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Vienna</span></div>
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<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">31</span></div>
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In all likelihood, this isn’t the only way the groups could
be compiled in a fully balanced way, but it is one way which serves as an
example and as proof that it can be done. If you wanted, you could almost
certainly let a computer randomly compile balanced groups from all the possible
permutations.</div>
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<br /></div>
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Now, given balanced groups, the average strength of your
opponents (as defined by the ranking points) is always (66 – n)/3, where n is
your ranking. For example, Chelsea’s opponents have an average strength
(66-3)/3 = 21, whereas Arsenal’s have an average (66-6)/3 = 20.</div>
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<br /></div>
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This is slightly obvious, but it serves to demonstrate that
Arsenal would, if all were balanced, have slightly higher-ranked opponents than
Chelsea. And they shouldn’t complain about it because it’s their fault for
being worse-ranked than Chelsea.</div>
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<br /></div>
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<b style="mso-bidi-font-weight: normal;">A look at the actual
groups</b></div>
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Now that we’ve established that balanced groups are possible
and what they could (in one example) look like, let’s take a look at the actual
groups:</div>
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mso-border-insidev:.5pt solid windowtext;
mso-para-margin:0cm;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:12.0pt;
mso-bidi-font-size:11.0pt;
font-family:"Georgia","serif";
mso-fareast-language:EN-US;}
</style>
<![endif]-->
<br />
<table border="1" cellpadding="0" cellspacing="0" class="MsoTableGrid" style="border-collapse: collapse; border: medium none; margin-left: auto; margin-right: auto; text-align: left;">
<tbody>
<tr style="mso-yfti-firstrow: yes; mso-yfti-irow: 0;">
<td style="border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="top" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group A</span></b></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group B</span></b></div>
</td>
<td style="border-left: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 1;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Man
U </span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">5</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Real</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">4</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 2;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Donetsk</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">10</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Juventus</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">16</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 3;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Leverkusen</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">24</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Galatasaray</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">23</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 4;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Sociedad</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">32</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Copenhagen</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">25</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 5;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Total</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">71</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Total</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">68</span></b></div>
</td>
</tr>
<tr style="mso-yfti-irow: 6;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="top" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group C</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group D</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 7;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Benfica</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">8</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Bayern</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">2</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 8;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">PSG</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">15</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">CSKA</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">14</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 9;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Olympiakos</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">22</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Man
City</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">18</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 10;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Anderlecht</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">27</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Plzen</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">30</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 11;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Total</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">72</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Total</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">64</span></b></div>
</td>
</tr>
<tr style="mso-yfti-irow: 12;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="top" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group E</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group F</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 13;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Chelsea</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">3</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Arsenal</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">6</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 14;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Schalke</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">12</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Marseilles</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">13</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 15;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Basel</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">21</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Dortmund</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">20</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 16;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Bucharest</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">29</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Napoli</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">26</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 17;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Total</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">65</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Total</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">65</span></b></div>
</td>
</tr>
<tr style="mso-yfti-irow: 18;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="top" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group G</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="top" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Group H</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="top" width="29"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<br /></div>
</td>
</tr>
<tr style="mso-yfti-irow: 19;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Porto</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">7</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Barcelona</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">1</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 20;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Atletico</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">9</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Milan</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">11</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 21;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Zenit</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">17</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Ajax</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">19</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 22;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Vienna</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">31</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Celtic</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">28</span></div>
</td>
</tr>
<tr style="mso-yfti-irow: 23; mso-yfti-lastrow: yes;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 69.05pt;" valign="bottom" width="92"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Total</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">64</span></b></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 91.15pt;" valign="bottom" width="122"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm;">
<span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;"> Total</span></div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0cm 5.4pt 0cm 5.4pt; width: 22.0pt;" valign="bottom" width="29"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0cm; text-align: right;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Calibri","sans-serif"; font-size: 10.0pt; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">59</span></b></div>
</td>
</tr>
</tbody></table>
</div>
<br />
<div class="MsoNormal">
As better-ranked teams have a lower number ranking, the lower
the total, the stronger the group. Going by this, the strongest group turns out
as Group H, with a total of 59, and the weakest as Group C, with a total of 72. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Interestingly, in spite of articles like <a href="http://www.bbc.co.uk/sport/0/football/23869438" target="_blank">this one</a>, saying
things like “Arsenal have a tricky start” or <a href="http://www.bbc.co.uk/sport/0/football/23887917" target="_blank">Phil McNulty</a> saying things like “Arsenal
were given the toughest test” and “Jose Mourinho may have silently celebrated
how the overblown ceremony treated Chelsea”, the table shows that both groups
are equally strong.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This means that Arsenal’s opponents (total ranking 59) are
slightly stronger than Chelsea’s (62), but this serves to maintain the balance,
as Arsenal are worse ranked. Man City’s opponents are obviously significantly
stronger (44), as Man City themselves are only in the 3<sup>rd</sup> pot.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">Getting lucky</b></div>
<div class="MsoNormal">
Clearly, if all groups were balanced then no team would be
luckier than any other team. To measure the luck of a team, I therefore propose
comparing the strength of their group opponents with the strength of their
opponents in a balanced group. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
We already have the formula for a team’s opponents’ average strength
in a balanced group: (66 – n)/3</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
For the average strength of a team’s opponents in an actual
group, we just replace the 66 with g, the group total: (g-n)/3.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The difference between these two totals then gives us the
luck (l) of the team.</div>
<div class="MsoNormal">
l = ((g-n)/3) – ((66-n)/3)</div>
<div class="MsoNormal">
This can be simplified a bit down to:</div>
<div class="MsoNormal">
<span lang="DE" style="mso-ansi-language: DE;">3l = g-n – (66-n)</span></div>
<div class="MsoNormal">
<span lang="DE" style="mso-ansi-language: DE;">3l = g – n – 66 +
n</span></div>
<div class="MsoNormal">
<span lang="DE" style="mso-ansi-language: DE;">3l = g – 66</span></div>
<div class="MsoNormal">
l = (g-66)/3</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Doing it this way round also means that a team playing
lower-ranked opponents will have positive luck, which is nice and intuitive.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Interestingly, perhaps, this shows us that a team’s own rank
(n) has no impact on its luck, as there is no (n) in the formula. This means
that all teams in any group are all as lucky as each other, which is nice.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">Luck of the English</b></div>
<div class="MsoNormal">
So how does it look for the English teams?</div>
<div class="MsoNormal">
Chelsea and Arsenal both have: </div>
<div class="MsoNormal">
(65-66)/3 = -1/3 = -0.33</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Man Utd have:</div>
<div class="MsoNormal">
(71-66)/3 = 5/3 = +1.67</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
and Man City have:</div>
<div class="MsoNormal">
(64-66)/3 = -2/3 = -0.67</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This suggests that Man Utd are the only English side which
have really been lucky, Man City have had the worst luck and Chelsea and
Arsenal have both been equally (and only slightly) unlucky. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This would appear to contradict McNulty’s suggestions that “United
and Moyes have not been handed an easy group” and that Arsenal have gotten "on the wrong end of the Champions League draw”.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b style="mso-bidi-font-weight: normal;">Luck of the Scottish</b></div>
<div class="MsoNormal">
If we look at Celtic, they have a luck score of:</div>
<div class="MsoNormal">
(59-66)/3 = -7/3 or -2.33</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Add that to the fact that they’re the worst team in their
group, and you can’t really argue with their manager Neil Lennon’s statement
that: “in terms of football it doesn't come any harder”. The worst luck theoretically
possible for Celtic would be -3.33 but -2.33 is certainly the unluckiest of all
groups in the actual draw.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Given what I said earlier about all group members having the
same luck, Celtic’s opponents in Group H, Barca, Milan and Ajax, have also had
just as rotten luck as the Scottish champions. This may be of some consolation
to them.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
To sum up, whether or not you like the way the clubs are
seeded, whether or not you agree with the system of club coefficient
calculation and whether or not you’d like to see more balance in the draw, I
think we can say with some certainty that Lennon probably pays more attention than
McNulty to maths.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<i style="mso-bidi-font-style: normal;">Coming soon: Tune in
to the next blog post for a look at the balance of the groups using the club
coefficient points as a basis, not just a simple 1 to 32 ranking.</i></div>
Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com2tag:blogger.com,1999:blog-1784528822106192013.post-66320354850616850512013-08-23T09:54:00.000+02:002013-08-23T11:44:34.241+02:00Corrigendum to previous postThis post is a corrigendum to the previous post, which you can either read by scrolling down a bit or <a href="http://herrbench2010.blogspot.de/2013/08/being-gay-being-genetic-is-obviously.html">here.</a><br />
<br />
This corrigendum is being issued as a result of blogger and general talker of sense, <a href="http://www.michaelbenchcapon.blogspot.de/" target="_blank">Michael Bench-Capon</a>, who alerted me to an error in the model presented in the previous post.<br />
<br />
The error comes from the fact that I suggested that CF and DG parents would mate as one third CF-CF, one third DG-DG and one third CF-DG. I was muddled and forgetting about men having to mate with women and in fact you have one quarter CF-CF, one quarter DG-DG and one half CF-DG. This is, as was explained to me, down to the same maths as that which explains why you get 1/4 heads-heads, 1/4 tails-tails and 1/2 heads-tails when you flip two coins.<br />
<br />
Anyway, correcting this error threw something of a spanner in my model's works, because it meant that 1/8 of offspring emerging from DG and CF mating amongst themselves were gay, which made 11.5 out of 90 given the parameters in the previous post. Clearly, if a population with 10 gay people brings forth 11.5 (or more) gay people, then it isn't sustainable in the sense of maintaining the same levels, but has a growing gay population.<br />
<br />
The aim of this exercise is to show that a population can maintain a steady rate of 10% gay people.<br />
<br />
Given the new, correct, maths, I had to fiddle with my spreadsheet, but I found that 10 gay people could be sustained in a population of 100 if:<br />
<ul>
<li>we have a split 10 CG, 34 CF, 34 DG, 22 DF (this means 22 dirty fighty people)</li>
<li>the 68 normally-attractive people produce 72 children amongst themselves - this is around 2.18 kids each, a fair bit less than the 2.25 in the first (erroneous) post</li>
<li>the 10 CG (gay) people only produce 2 kids, both of whom are made from reproductions with DG or CF </li>
<li>the other 26 kids are a result of DF-CF and DF-DG reproductions.</li>
</ul>
In detail, this means that you have:<br />
<ul>
<li>18 kids from CF-CF, all of whom are CF</li>
<li>18 kids from DG-DG, all of whom are DG</li>
<li>36 kids from CF-DG, of whom:</li>
<ul>
<li>9 are CG (gay)</li>
<li>9 are CF</li>
<li>9 are DG</li>
<li>9 are DF.</li>
</ul>
</ul>
<ul>
<li>One kid from CG-CF, of whom:</li>
<ul>
<li>0.5 will be CG (gay)</li>
<li>0.5 will be CF</li>
</ul>
<li>One kid from CG-DG, of whom:</li>
<ul>
<li> 0.5. will be CG (gay)</li>
<li>0.5 will be DG</li>
</ul>
<li>13 kids from DF-CF, of whom:</li>
<ul>
<li>6.5 will be CF</li>
<li>6.5 will be DF</li>
</ul>
</ul>
<ul>
<li>13 kids from DF-DG, of whom:</li>
<ul>
<li>6.5 will be DG</li>
<li>6.5 will be DF.</li>
</ul>
</ul>
<br />
Unless I've made another mistake, this gives you 100 kids, who are split 10 CG, 34 CF, 34 DG, 22 DF, the same as what we started with.<br />
<br />
The most interesting thing to note here is that, given the correct maths, the gay people have to have far fewer kids and the dirty fighty people can get away with being significantly less unattractive than with the wrong maths.<br />
<br />
And as real life uses correct maths, this shows that it's even more possible to sustain a level of 10% gay people within a population than I suggested in my first post.<br />
<br />
<br />
<br />
<br />
<br />
<ul>
</ul>
Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0tag:blogger.com,1999:blog-1784528822106192013.post-24385854465073434692013-08-21T21:30:00.002+02:002013-08-21T21:33:19.785+02:00Being gay being genetic is (obviously) possibleI am not a geneticist. I do, however, have both a GCSE in Biology and an interest in the propagation of sense.<br />
<br />
Some people think that being gay can’t be genetic because it’s counter-evolutionary to want to have sex with people you can’t have babies with. Even some people who know quite a lot about genetics don’t always, when confronted, give a quick and simple explanation of how it’s possible for being gay to be maintained at a level of 10% in a population, even if:<br />
• gay people have fewer children than non-gay people<br />
• being gay has a purely genetic basis.<br />
<br />
This post is my attempt at such a quick and simple explanation.
I am not claiming that the proposed model reflects reality – it is radically simplified, uses the word "gene" where often "gene or combination of genes" would be more appropriate, it's highly symmetrical and it has very few variables. However, if I can come up with a simple model that works with relatively little effort, maybe it will help convince people that nature, which is quite complicated, can come up with a method that works too.<br />
<br />
Right, my model is very simple and relies on two basic assumptions (as well as the aforementioned conditions):<br />
• being gay is a result of someone having two particular genes<br />
• these genes, when someone only has one of them, cause that person to have more children than if they don’t have either.<br />
<br />
Genes having different effects when they are differently combined is well known and can be demonstrated by the following (also very simple) example:
If there were a gene for getting lairy and a gene for being strong (both quite feasible), then people with both would get into fights and win them and people with just the lairy gene would get into fights and lose them. The lairy gene can therefore lead to both increased and diminished survival rates, depending on whether the person also has the strong gene or not.<br />
<br />
In my model, I am assuming:<br />
• a gene for being fighty (F) contrasting with a gene for being genial (G)<br />
• a gene for being dirty (D) contrasting with a gene for being clean (C).<br />
<br />
I apologise slightly for using stereotypical gay traits (being genial and clean), but this is not intended to offend and should help keep the model clear.<br />
<br />
Given these genes, people can have one of four gene combinations, three of which lead to the person being straight and one of which causes the person to be gay. Additionally, some of the straight people are more attractive than the others.<br />
In summary:<br />
• clean and genial (CG) = gay<br />
• clean and fighty (CF) = straight and normally attractive<br />
• dirty and genial (DG) = straight and normally attractive<br />
• dirty and fighty (DF) = straight and less than normally attractive.<br />
<br />
Now, based on this setup, I want to see if a population can maintain a rate of 10% gay people (CG). As my dirty fighty people (DF) are also less attractive, there can be less of them as well, so for simplicity let’s say there are 10% of them too. This leaves 80%, which we can split 50/50 between CF and DG, in this case making 40% of each.<br />
So to start with we have:<br />
• CG – 10% (gay)<br />
• CF – 40%<br />
• DG – 40%<br />
• DF – 10% (straight but not very attractive because dirty and fighty).<br />
<br />
The next step is an obvious one. It translates the percentages into real numbers by assuming a population of 100 people so that we can test to see what happens when they start mating.<br />
<br />
If we’re assuming gay people have fewer children than straight people, and the dirty fighty (DF) people also have fewer children than people who are only dirty or fighty, then most children will be had by CF and DG amongst themselves. And we want to find out what the proportions of parent combinations are within a self-sustaining population, which means remaining the same size (100) and with the same distribution (10, 40, 40, 10).<br />
<br />
You could do this with simultaneous equations but I threw a spreadsheet together and fiddled with the parameters because I found it more fun.<br />
<br />
I found that if each CF or DG person has 2.25 children with another CF or DG person, then this gives 80*2.25/2 children, = 90. If people have no preference for CF or DG, then:<br />
• One third will have CF and CF parents<br />
• One third will have DG and DG parents<br />
• One third will have one CF and one DG parent.<br />
<br />
This makes 30 of each. All CF-CF parents will produce CF children. All DG-DG parents will produce DG children. The CF-DG parents will produce:<br />
• One quarter (7.5) CF children<br />
• One quarter (7.5) CG children (gay)<br />
• One quarter (7.5) DF children<br />
• One quarter (7.5) DG children<br />
<br />
So the 90 kids of CF and DG mating amongst themselves turn out as:<br />
• 37.5 CF<br />
• 37.5 DG<br />
• 7.5 CG (gay)<br />
• 7.5 DF<br />
<br />
For the population to sustain itself, it needs 10 more children. This doesn’t seem unreasonable, as some gay people have children and some dirty fighty people might have children too.
As the CF and DG people are the most attractive, we can assume that one of them will still be involved in the remaining 10 reproductions.<br />
<br />
So, keeping things simple, we have 2.5 kids from each of the following four parent combinations:<br />
• CG and CF<br />
• CG and DG<br />
• DF and CF<br />
• DF and DG.<br />
<br />
These 2.5 kids in each combination are then distributed as follows.<br />
• CG-CF gives 1.25 CG (gay) and 1.25 CF<br />
• CG-DG gives 1.25 CG (gay) and 1.25 DG<br />
• DF-CF gives 1.25 DF and 1.25 CF<br />
• DF-DG gives 1.25 DF and 1.25 DG<br />
<br />
In total, that gives us 10 children, of whom:<br />
• 2.5 are CF<br />
• 2.5 are DG<br />
• 2.5 are CG (gay)<br />
• 2.5 are DF<br />
<br />
Added to the children from earlier who had solely CF and DG parents, this gives us:<br />
• 40 CF<br />
• 40 DG<br />
• 10 CG (gay)<br />
• 10 DF<br />
<br />
This is exactly the same distribution as we started with. So it can be done!<br />
<br />
Clearly, this model is very simple and probably very different from how nature has managed to maintain its rate of having 10% gay people (or quite possibly more) within the human population.<br />
<br />
However, I hope that my demonstration of how staggeringly simplistic such a system could be will finally put a stop to suggestions that it is entirely impossible, or even paradoxical, for being gay to have a genetic basis.<br />
<br />
Because it’s so very possible that it’s actually true.<br />
<br />
PS: It’s quite obvious, but worth a PS to mention that my model also shows that you don’t have to have gay parents to be gay yourself. Just like in real life.<br />
<br />
PPS: I've just realised that it might have been a bit silly to choose the word "genial" in a piece about genes. Hope no-one got too confused.Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com2tag:blogger.com,1999:blog-1784528822106192013.post-74168205519077565212013-08-09T01:48:00.000+02:002013-08-09T01:48:07.928+02:00Grow a tail, lazybones!This piece is in response to <a href="http://blogs.telegraph.co.uk/news/tomchiversscience/100229870/the-brothers-grimm-werent-just-about-fairy-tales-they-also-transformed-how-we-think-about-language/">this piece</a> by Tom Chivers, where he says something about how the Brothers Grimm were linguists. Whilst it’s not brilliant, it is vaguely non-terrible and explains something about the word ‘gonna’ in a very similar way to how I’ve heard general speaker of sense and blogger <a href="http://www.michaelbenchcapon.blogspot.de/">Michael Bench-Capon </a>explain it.<br />
<br />
Nevertheless, I’m picking a bone with it on one main point, which I’ll get to later. Firstly, I’m pointing out the ridiculousness of most – or let’s say several so I don’t have to count them – of the comments. The gist of several comments is ‘I understand what you’re saying about how languages develop naturally but I still can’t stand it when people say X’ or when they ‘misuse X’ or ‘say X when they mean Y’.<br />
<br />
This is a clear example of what I call humans being tragically ridiculous: They want to understand the clear and logical explanation and, on a rational level, they probably do. Yet they cannot use this understanding to overcome their silly viewpoints which are fuelled by far more powerful things than reason, such as prejudice, arrogance, snobbishness, being stuck in a rut, flogging a dead horse and downright muppetry. All of these things are perfectly human and to be expected, but they still amuse me when they are put on such evident display by people who think they’re being sensible.<br />
<br />
Anyway, now to my main bone. The author of the article, I forget his name, uses the word ‘laziness’ to describe developments in pronunciation such as unvoiced consonants replacing voiced ones or fricatives replacing plosives. He explains how someone called Guy Deutscher claims this, which may be true. Anyway, I don’t like this usage, because I think it suggests an attitude not too far removed from that of the ridiculous commentators.<br />
<br />
The word ‘laziness’, as it is normally used, describes a conscious decision not to do something. For example, a lazy man says things like ‘I can’t be arsed’ when asked to do the dishes or tidy up a room. Pronouncing a particular consonant as a fricative instead of a plosive isn’t a conscious decision caused by laziness. It is hard to imagine a teenager saying ‘fish’ and, being asked by his parents to say ‘pisces’, responding ‘I can’t be arsed’. He might well not be able to be arsed, but it’s more because his parents are being idiotic than because of the added effort involved in producing the ‘p’ sound.<br />
<br />
For me, what Deutscher and Chivers (I had to look at the blog again so I’ve seen his name again) call ‘laziness’, causing these developments in pronunciation and, if you will, the language as a whole, is better described as efficiency. The human body is reacting to a situation where it can get away with doing something which expends less energy without causing itself any noticeable detriment. Much like where human bodies have long since evolved to stop growing tails because they’re a waste of space now that we don’t have to swing through branches very often.<br />
<br />
Being a ridiculous human though myself, I think and agree with everything I’ve just written, but I still yell ‘grow a tail, lazybones’ whenever I see a Manx cat.<br />
<br />
<i>Note: This article was written at 1.40 in the morning in a slightly tired state, so apologies for the poor jokes, weak structure and/or typographical errors.
</i>Herr Benchhttp://www.blogger.com/profile/15849454572846866518noreply@blogger.com0