tag:blogger.com,1999:blog-89336940471454500052024-03-14T11:23:13.631-07:001907 laukaustaTapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.comBlogger39125tag:blogger.com,1999:blog-8933694047145450005.post-82758882962226641412020-05-04T08:33:00.001-07:002020-05-04T08:33:54.274-07:00Veikkausliiga team squads part 2 - Inter, HIFK, IFK Mariehamn, Haka, TPS & RoPS<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">This is the third post about Veikkausliiga 2020 squads and the player ages. You can find the first two here and I'd suggest reading those as well:</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Part 1: <a href="https://1907shots.blogspot.com/2020/05/veikkausliiga-2020-team-age-profiles.html">https://1907shots.blogspot.com/2020/05/veikkausliiga-2020-team-age-profiles.html</a></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Part 2: <a href="https://1907shots.blogspot.com/2020/05/veikkausliiga-2020-squads-hjk-kups-sjk.html">https://1907shots.blogspot.com/2020/05/veikkausliiga-2020-squads-hjk-kups-sjk.html</a></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">In this post I will take a quick look at the rosters of the remaining 6 Veikkausliiga teams. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Inter Turku, Inter (2nd in 2019)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">Inter had a very good season finishing second in 2019. They return less than 50% (about 43%) of their minutes from last season, so there is quite a lot of turnover in the squad. That 43% means that only HJK returns less minutes from last year. The upcoming season will be well-respected coach Jose Riveiro's second season in charge of Inter.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Inter Squad in 2020</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Inter's team is the 3rd oldest measured with average age and 6th oldest with median age. The reason can be seen from the graph as Annan, Moisander, Furuholm & Álvaro Muñiz skew the age distribution somewhat. Inter has quite many new faces and delightfully some very interesting and promising young players as well. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">18 year-old Noah Nurmi comes on a loan from Danish Superliga side Esbjerg and should be featured regularly. There are many other Finnish Youth National Team faces alongside him, so interesting to see how Riveiro will spread the minutes amongst his players.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Helsingin IFK, HIFK (7th in 2019)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">HIFK finished comfortably in mid-table and was not in any danger of relegation last season. They return about 65% of their minutes but also have a lot of new faces for the upcoming season. Tor Thodesen starts his second season as the coach of HIFK.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>HIFK Squad in 2020</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">HIFK's roster is one of the older ones in the league (5th oldest by average and 4th oldest by median). Thodesen did tend to give playing time to more senior guys as Joel Mattsson was the only U22 (or U24) player to play more than 50% of available minutes. Some new signings seem slightly risky but will be very interesting to see how Yaghoubi and Mattila, for example, perform with HIFK. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The graph shows why Matias Hänninen, Jukka Halme and Jani Bäckman are respected by HIFK fans. Lots of years at the club amongst them. Not really sure what to expect from HIFK as a team in 2020.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">IFK Mariehamn (6th in 2019)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">IFK Mariehamn managed to get into the top six (Veikkausliiga Championship League) which is not bad. They return only about 45% of their minutes so there have been a lot of changes in their team this offseason</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>IFK Mariehamn Squad in 2020</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Mariehamn's squad is quite young with a median age of 23.4 years. This ranks them as 3rd youngest for the upcoming season. Besides Oskari Forsman there are not any players over 30 in the squad who played any minutes last season and most of the remaining core is at their peak age or a little younger.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Mariehamn lost some good players and will most likely lose Dylan Murnane as well (he is listed as without a club in transfermarkt and therefore is not shown on the graph). They did get some experienced replacements like Mikko Sumusalo & Kalle Taimi to the full back positions though.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">There are some new young players in the squad as well, like Niilo Mäenpää, Albion Ademi and Maximo Tolonen. Interested to see how they will do this season.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">FC Haka, Haka (promoted from Ykkönen)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">Haka's squad graph is quite different from the ones we have seen so far. They return about 80% of their minutes from last season. The season was very good as coach Teemu Tainio's squad dominated the Finnish second tier Ykkönen. Haka lost only once during during the 27 game season and beat TPS, who finished second, by 19 points.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Haka Squad in 2020</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">None of the players who return from last year's have turned 30 yet. They did sign Medo (the ex-KuPS and HJK player) and Hero Markkanen in the off-season to bring in some experience. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Haka has some super-interesting young players in Popovitch, Friberg and Ojala. The obvious choice as the one to watch is Salomo Ojala who scored 23 goals with 4 assists during the season. That sums up to a whopping 1.18 scoring contribution per 90 minutes. Very interesting to see how that will transfer into Veikkausliiga.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Another young attacking prospect is Akseli Lehtojuuri. As the graph shows, he did not play a lot (only 231 minutes) but scored 3 goals for a 1.17 goals / 90. He is only 18 and also scored in the Finnish Cup this year.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Coach Tainio has received a lot of praise and for a good reason. Looking forward to seeing how Haka will play in Veikkausliiga.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Turun Palloseura, TPS (promoted from Ykkönen)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">TPS managed to get a promotion after beating KPV for the spot in playoffs. They return 72% of their minutes from last season.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>TPS Squad in 2020</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The two over 30 players have some significant history with TPS and you have to respect Sami Rähmönen for sticking with the team. He has been with the TPS first team continuously since the 2005 season. Many others with long white lines here as well, so TPS seems to be quite sticky with the players. The current roster is in the older half of Veikkausliiga teams but as the graph shows, most of the players are in or near their peak age.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">24 year-old Eliécer Espinosa was the team's top scorer in 2019 with 18 goals and 0.87 goals / 90. The bookmakers are not expecting much from TPS this season but interested to see how the team will fare in Veikkausliiga.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Rovaniemen Palloseura, RoPS (10th in 2019)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">RoPS finished just above the relegation line last season. They have had a lot of turnover in the squad and return about 44% of last seasons minutes. Vesa Tauriainen is the new head coach after HJK snatched Toni Koskela back from Rovaniemi. He was promoted from RoPS/2 which is always nice to see.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>RoPS Squad in 2020</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The RoPS squad is not old but not super young either. HJK loanee Kalle Katz and Juho Hyvärinen played quite a lot of minutes as under 20 year olds. Katz renewed his loan from HJK for the upcoming season and is therefore shown as a red dot even though he did play for RoPS in 2019. There aren't many players over 30 in the squad and Boris Kokko and Eetu Muinonen are the only returning over 30's for this season. The new over 30's centre-back Tsiskaridze comes from Saudi Professional League.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">RoPS has been giving young players a lot of minutes in the recent years. I noticed that Kalle Katz had dropped from my previous table of young players, so after adding him to the mix, RoPS tied FC Lahti with the most players U22 to play at least 5% of the maximum minutes in 2019.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhy-w9ZalbnL4XyLHqD-7gymVS3jEV6EoD6rgrGN723OUr33p6PFf0xoYOkXbznRGxAcQBjGu6kOOH5zjOUoUTuMUyO2Hf9mrLS5RJ_lBfBdxmR_8_lMSukhhFaKNcoibzE4btkdvLkj5Y/s1600/Screenshot+2020-05-03+at+16.25.32.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="187" data-original-width="494" height="151" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhy-w9ZalbnL4XyLHqD-7gymVS3jEV6EoD6rgrGN723OUr33p6PFf0xoYOkXbznRGxAcQBjGu6kOOH5zjOUoUTuMUyO2Hf9mrLS5RJ_lBfBdxmR_8_lMSukhhFaKNcoibzE4btkdvLkj5Y/s400/Screenshot+2020-05-03+at+16.25.32.png" width="400" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">RoPS is not expected to do very well this year so staying in the league would be a good result for them. Rasmus Degerman and Jussi Niska are two young defenders who have taken part in the Finnish Cup games this year. Interesting to see if they will get some minutes in Veikkausliiga also. </span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-4998787421528129542020-05-03T01:52:00.002-07:002020-05-06T03:12:07.145-07:00Veikkausliiga 2020 squads - HJK, KuPS, SJK, Ilves, Honka & Lahti<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">I wrote a quick primer earlier about the average ages of <a href="https://1907shots.blogspot.com/2020/05/veikkausliiga-2020-team-age-profiles.html" target="_blank">Veikkausliiga squads</a> for the upcoming 2020 season. If you haven't read that one yet, I suggest reading it before this one. In this post I will take a little closer look at the rosters of 6 of 12 Veikkausliiga teams. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">All the squad plots have been inspired by <a href="https://www.mitchhenderson.org/2020/04/how-sports-scientists-can-use-ggplot2-in-r-to-make-better-visualisations/" target="_blank">this lovely piece</a> and I will go through the logic of the graphs quickly:</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">- Green area shows "peak age" which is assumed to be 25-29. This is, of course, subjective and also varies by position.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">- Colour of the dot shows if the player has joined the team within last year (colour = red) or has been with the team for over a year (colour = light blue).</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">- White line behind the dot shows the time a player has been with the team. NOTE: this is based on transfermarkt.com data, so some players might have been on a loan last year and transferred in January 2020 so their line & dot colour would not show correctly in the graphs.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">- X axis shows the ages of the players at the end of April 2020.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">- Y axis shows the share of minutes played for the team in the previous season, or in other words percent involvement in Veikkausliiga 2019. The numbers do not take into account Europa League, UCL games or Finnish Cup.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Let's start off with HJK Helsinki.</span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;">Helsingin Jalkapalloklubi, HJK (5th in 2019)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">HJK's last season was a huge disappointment. The signings did not work out and for this season the roster has been revamped a lot. HJK has the most new players as percentage of the squad (only about 37% of last year's minutes return for the new season).</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>HJK Squad in 2020</b></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgipzgY8JT9o6dfP0_ns33wkWgEVrZiC2_ZkpUB-DfdEb19rnAk9MHU0jU2Un4Yf1PSHkZaN39BtyfrXHAnLZ-jiBKyh55ZRwONimbLBi4yrMM9NhOg_GMbIDkEHizP65K8bTuN_RuEEYc/s1600/HJK_peak_age2020.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><span style="font-family: "trebuchet ms" , sans-serif;"><img border="0" data-original-height="833" data-original-width="1152" height="462" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgipzgY8JT9o6dfP0_ns33wkWgEVrZiC2_ZkpUB-DfdEb19rnAk9MHU0jU2Un4Yf1PSHkZaN39BtyfrXHAnLZ-jiBKyh55ZRwONimbLBi4yrMM9NhOg_GMbIDkEHizP65K8bTuN_RuEEYc/s640/HJK_peak_age2020.png" width="640" /></span></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The large number of new players is easily spotted with the numerous red dots at the bottom of the graph. HJK's team for the upcoming season is the second oldest measured by median age. The team seems to have been built heavily to "win now" as HJK squad's probably should be. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">However, it is kind of shame to see so few young players on the roster and especially youngsters who could get significant minutes this season. Most likely younger players to be featured are Lucas Lingman and Eetu Vertainen. </span><span style="font-family: "trebuchet ms" , sans-serif;">Santeri Väänänen showed promise before his injury and hopefully can find his way on to the field as he should.</span><span style="font-family: "trebuchet ms" , sans-serif;"> </span><span style="font-family: "trebuchet ms" , sans-serif;">Enoch Banza came back from relegated KPV where he was loaned out last year and might have hard time getting a lot of playing time in HJK's strong lineup.</span><span style="font-family: "trebuchet ms" , sans-serif;"> </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Murillo, Schüller, Atom, Riski... And that is just some of the new signings, so definitely a lot of quality. Six of the new signings are close to or over 30 years old and while they will definitely strengthen the squad for 2020 season, it will be interesting to see how the squad will look for 2021. This season is extraordinary for HJK in the sense that they will not be featured in Europe. So the team has been built with the sole goal of regaining the Veikkausliiga trophy and looks very, very likely to do just that.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuopion Palloseura, KuPS (1st in 2019)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">KuPS returns as the reigning champions after a successful campaign. Their team sees a lot less changes than HJK as they return about 53% of last season's minutes.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>KuPS Squad in 2020</b></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjNMlNPH1rRkYHchJabaRv2h6A2DWoEI-OHHEq_GEZRych3heExI55q_3tCEPr6aOehPuk4-VWC7F0q3VzzFzzedxeAIkI7-tfbiEDbgo6VcWzRCl4fnkesD5bO4SpqrIdO105AlyXMHa4/s1600/KuPSpeakage2020.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="833" data-original-width="1152" height="462" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjNMlNPH1rRkYHchJabaRv2h6A2DWoEI-OHHEq_GEZRych3heExI55q_3tCEPr6aOehPuk4-VWC7F0q3VzzFzzedxeAIkI7-tfbiEDbgo6VcWzRCl4fnkesD5bO4SpqrIdO105AlyXMHa4/s640/KuPSpeakage2020.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The team did lose the best left back in Veikkausliiga Luis Carlos Murillo to HJK but still have a strong squad for 2020 season. KuPS gets Urho Nissilä back on a loan from Zulte Waregem which is a very nice addition. The KuPS team is quite young but most notably lacks many older players. Ats Purje and Ville Saxman are the only players over 30. The team looks quite solid and is one of the favourites again.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">KuPS will be coached by Arne Erlandsen this season as Jani Honkavaara moved to Seinäjoki after the winning the title. There was some very early news about players dislike of the new coach's methods so it will be interesting to see how Erlandsen will manage eventually.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The only young player in the squad with meaningful minutes in 2019 was Tommi Jyry. Jyry had a long history with Honkavaara, so hopefully the youngster will see minutes in the upcoming season as well with Erlandsen at the helm (or should it be at the wheel nowadays). </span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;">Seinäjoen Jalkapallokerho, SJK (9th in 2019)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">SJK's season did not go according to plans and coach Eremenko was fired during the 2019 season (not a new thing around Seinäjoki). The new coach Jani Honkavaara comes from KuPS and has high expectations. The SJK coaching position has been quite unstable in the past so let's see how long Honkavaara will stick.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>SJK Squad in 2020</b></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwjUow9uyRWtsrxnFTcccOclDJBUOlKCYLqS8usgEpnpLpRaP9s7BsjX05YFU0ynDD1IT2nILGZAmX9hWN_21aLMk52kQB9WZapNKNeE9QOfmkPGXL6tkmWh8mbhXykF6xqBEXoslZYOA/s1600/SJKpeakage.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="833" data-original-width="1152" height="462" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwjUow9uyRWtsrxnFTcccOclDJBUOlKCYLqS8usgEpnpLpRaP9s7BsjX05YFU0ynDD1IT2nILGZAmX9hWN_21aLMk52kQB9WZapNKNeE9QOfmkPGXL6tkmWh8mbhXykF6xqBEXoslZYOA/s640/SJKpeakage.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">SJK's squad has quite many "new" players according to my classification and transfermarkt.com data. However, as was pointed to me in Twitter by @Selkasauna, many of the red dots are actually players who have been at SJK at some point. So although the graph looks quite red, in reality many of the players have played together at some point. The team is quite strong and has a nice combination of experience and youth. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The squad has three players over 32 years, so definitely not the youngest team in the league. There is a lot of young talent available though, with many players in SJK II also looking to be featured in Veikkausliiga. SJK has made an effort to persuade young players to sign with them. A big part of this is the Kuortane football high school and this is a move I like very much. Hopefully the balancing with "winning now" and playing young talent can be accomplished.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tampereen Ilves (4th in 2019)</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">Ilves had a good season in 2019 and was leading the pack in the end of summer but faded a little towards the end. Ilves returns almost 90% of minutes from 2019 so the squad has remained almost fully intact.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Ilves Squad in 2020</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Ilves has the second youngest team measured with median age. The team does not change much so it will be very interesting to see if they will improve this season. The squad has a lot of peak age players but also some interesting young talent. After Hilander, the next oldest players on the roster are 27 so they should have plenty of good years still in the tank. Lauri Ala-Myllymäki is a very good player to be playing in Veikkausliiga and might move abroad soon.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tiemoko Fofana played a lot and was quite efficient (5 goals & 2 assists). He came to Ilves in 2018 from Nordsjaelland (who by the way are a super interesting team focusing on growing young talent). Yusif Moussa also played more than 60% of maximum minutes so coach Wiss did not shy from using young players. The most intriguing player on the roster might be Naatan Skyttä who had about 0.5 scoring contribution in 530 minutes at 17 years old.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Honka came in 3rd place and won the Europa League playoff in 2019. That means that Honka will have something to look forward when the season eventually gets under way. Honka returns about 70% of last years minutes and coach Vesa Vasara. So stability is definitely there, however age starts to become a problem as can be seen from the plot.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Honka Squad in 2020</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Honka fields the oldest squad in Veikkausliiga 2020 by almost a full year. The problems with the age structure can be easily seen as solid Robert Ivanov was the only player under 29 who played more than 50% of available minutes. Ivanov is a good player but I cannot easily get over the fact that Honka has about zero peak age players and not many youngsters either. Arlind Sejdiu played only 320 minutes last year but was super efficient. Would be interesting to see how he performs with more responsibility and playing time. Otto Ollikainen is another interesting young player who comes over from HJK. Let's see if he gets any minutes this season after being on the verge of Veikkausliiga for a while.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Honka is again one of the favourites according to bookmakers but to me the squad age profile is just messed up. There does not seem to be much of a continuity plan in place and the roster building is not to my liking. I mean, they did sign some younger players in the offseason but still. Of course, now they have the opportunity to play in Europe with an experienced squad, but we should expect a some turnover in the squad during the next few years.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Lahti ended up in 8th place and returns about 50% of their minutes from 2019. The new coach is Ilir Zeneli who previously coached FC Espoo.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Lahti is intriguing to me personally because they rely a lot on young players. It will be interesting to see how things go with Zeneli as the new head coach. In 2019 Lahti had the most players U22 with more than 5% of minutes played (see table below) and based on Zeneli's history this will most likely not change for the upcoming season. The squad is the youngest in Veikkausliiga by about a half a year measured with median age. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Veikkausliiga U22 players with >5% involvement in their current team</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">There are some interesting new faces (Vahid Hambo, Kari Arkivuo to name a few) this year. Also "new" face in Mikko Kuningas who returns to Lahti after some time in Inter Turku. Lots of new stuff with the new coach and players so not fully sure what to expect. The bookmakers are not expecting much but should be interesting season never the less.</span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-44457526108112444272020-05-02T03:22:00.002-07:002020-05-02T09:36:29.204-07:00Veikkausliiga 2020 - Team age profiles <div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">I thought that I would switch to English just to hone my writing skills. This post is a primer for the next few blog posts where I will be looking more closely at Finnish Veikkausliiga teams squads for the upcoming season. </span><span style="font-family: "trebuchet ms" , sans-serif;">I have used https://www.transfermarkt.com/ as the source for all data in this and upcoming posts. The data was updated at the end of April 2020.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">I have long been a proponent of giving more playing time to younger players in Veikkausliiga. This is related to my overall strategic vision about Veikkausliiga where I think that most teams should give more responsibility to young players. This is based on the idea that increased playing time would benefit (and likely improve) the youngsters most and also give the teams a better chance of collecting a pay check via future transfers.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The current average age of ALL squad players in Veikkausliiga is about 25 years. That does not sound too bad but to me is slightly concerning especially if you consider the "playing time"-weighted average ages shown a little later herein. Actually, according to <a href="https://football-observatory.com/IMG/sites/mr/mr49/en/" target="_blank">CIES study </a>of 31 European Football leagues, Veikkausliiga is on the younger end of the spectrum. With an average age of 25.3 years Veikkausliiga was the eight youngest of the 31 leagues.</span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;">However, what does concern is that, at least to me, Veikkausliiga should not be a league where most of the players are in their prime or beyond. Internationally Veikkausliiga is not seen as a very desirable landing place for prime age players for multiple reasons, so why would you try and recruit such players here? What I personally would like to see more is young talent, both homegrown and foreign, given the opportunity to shine earlier in their careers without forcing a move abroad at a very young age by not giving them playing time. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Veikkausliiga squad players & share of playing time in previous season</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The graph plots all players in Veikkausliiga based on their age and minutes played for the team in 2019. A lot of the dots are at 0% because there have been a lot of changes in many of the teams' rosters for this season.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">I have highlighted players under 22 years who played more than 15% of their teams minutes last season. The list is worryingly short and only has 20 players in it. Lahti has 4 players on the list (Eemeli Virta, Teemu Jäntti, Jasin Assehnoun & Pyry Lampinen). Three other teams, HIFK, Ilves & RoPS have 3 players on the list. I have mentioned earlier that it would be great to see Naatan Skyttä of Ilves seeing more minutes. He has performed very well at a very young age.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Several teams had zero players U22 who had significant playing time last year. Honka, IFK Mariehamn, Inter Turku & Valkeakosken Haka had no players on the list. For Haka, there is a silver lining though, as they do have players like Anton Popovich, Salomo Ojala and </span><span style="font-family: "trebuchet ms" , sans-serif;">Akseli Lehtojuuri on their squad. Ojala had a huge season in Ykkönen last year but has just turned 23 in April so is not highlighted above. Lehtojuuri is only 18 years old and has some stats that make me very curious. He played about 230 minutes of football in Ykkönen and scored 3 goals which makes me hope we will see a lot more of him this year even as the level of competition has gone up a notch. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>U22 players with more than 5% of max minutes</b> </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The table gives some insight to teams tendencies and strategies. For example, Rovaniemi has been a good place for young, aspiring players for a while now. HJK signed coach Toni Koskela back from the arctic circle last year but this did not change RoPS's eagerness to give young talent opportunities. However, the top teams do not seem to play youngsters that much as last years top 6 (KuPS, Inter, Honka, Ilves, HJK & IFK Mariehamn) shows with Ilves being the lone outlier here. </span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;">Lahti also gave U20 players significant minutes last season with Eemeli Virta and Jasin Assehnoun playing over 70% of all minutes. Since @oskarikarppinen (thank you!) noticed some errors in my data regarding SJK's young players, I did an update to the table. SJK now also had four young players with quite significant playing time.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Team age profiles & squad sizes</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">So let's have a look at how Veikkausliiga teams rank based on average ages of their current squads.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Veikkausliiga 2020 - average ages of squads</b></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The graph plots the average age and the percentage of new players in this years squad (as % of squad size). We can easily see a couple of points:</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">1) Honka really has quite an elderly group this year</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">2) Half of the teams have had 50% or more of their players join in 2020</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">3) Ilves and KuPS have the youngest groups (both teams are expected to do well this season)</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Veikkausliiga 2020 - weighted average ages of squads</b></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2K5GnjQkxPxtdcc7p4w5emxMEKMMNeM0jdVQiNg_f4JfHi3CWN9_yQdGoqXxtZrUYewZ-pZTR8JLarxEg6n3Kpa5pSQIz2uEJeFP1YxwcIdSJEkvdIQTNb2UzpCzp3cDopSAyR0qVOZw/s1600/VL_2020_squadages.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><span style="font-family: "trebuchet ms" , sans-serif;"><img border="0" data-original-height="834" data-original-width="1153" height="462" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2K5GnjQkxPxtdcc7p4w5emxMEKMMNeM0jdVQiNg_f4JfHi3CWN9_yQdGoqXxtZrUYewZ-pZTR8JLarxEg6n3Kpa5pSQIz2uEJeFP1YxwcIdSJEkvdIQTNb2UzpCzp3cDopSAyR0qVOZw/s640/VL_2020_squadages.png" width="640" /></span></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">So here is the graph I referred in the beginning with weighted the x-axis (ages) by minutes played last season. Not a perfect measurement as we cannot yet know how the minutes will be distributed in 2020 season but it paints a slightly different picture anyway. We can see that Honka has really depended on the senior players in their squad and when we take the minutes played into consideration, Lahti and RoPS are the teams farthest on the left. These two teams gave quite significant responsibilities to younger players and that seems like a good bet to me. Generally the plots jump to the right when we weight with playing time meaning that most teams still rely mainly on the more experienced players.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Ilves is quite intriguing finding here as their squad for season 2020 is one of the youngest (measured by average age they are the youngest and median age second youngest). However, they also had some older players with a lot of playing time (not looking at you Mika Hilander) which moves the dot to the right. </span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgpXKJ50pbY7KveLQv5icfSfLqVKauXocXMHyuM42lwhrRhFZDQWZ6s618Qyx7Kq7SX50rt_jNed4jhNn8gLIG7Z-kkU13Q1romc_z4w9nPLKaibhxHxLnE57ahgkKI4GX68BHzlg6DfPk/s1600/VL2020_agedist.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="833" data-original-width="1152" height="462" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgpXKJ50pbY7KveLQv5icfSfLqVKauXocXMHyuM42lwhrRhFZDQWZ6s618Qyx7Kq7SX50rt_jNed4jhNn8gLIG7Z-kkU13Q1romc_z4w9nPLKaibhxHxLnE57ahgkKI4GX68BHzlg6DfPk/s640/VL2020_agedist.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">The white boxes show the lower and upper quartiles (25% and 75%) of the players' age distributions. The light blue vertical line in the box is the median age for the players in each team. Lahti and Ilves have the youngest teams measured by the median age of squad. Both teams' median is less than 23 years. On the other end of the spectrum, Honka, HIFK, SJK and HJK all have median ages >25 years. KuPS as a reigning Veikkausliiga champion has a little different approach compared to the other favourites (HJK, Honka especially) as their squad composition is more inclined towards younger players. </span></div>
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The squad sizes range from Inter Turku's 18 players to Kuopion Palloseura's 28. Ilves has the most players remaining from their squad last season with 18. Many teams have a lot of new players for the upcoming season and it will be interesting to see how the Covid-19 situation and no team practises in a long time will affect the teams in the beginning of the season.</div>
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<b>Summary</b></h3>
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Lots of new players for 2020 and different approaches to squad building is what strikes me most as a conclusion from this analysis. It will be interesting to see how the teams will distribute playing time this year and if we see any new young players break through. I will be writing more about the individual teams' squads in future posts.</div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-32015221348218134812020-04-12T13:33:00.000-07:002020-04-12T13:33:01.433-07:00Veikkausliigan ulkomaalaiset - ajatuksia skouttaukseen tilastojen avulla OSA 3<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;">Aiemmissa kirjoituksissa loin katsauksen <a href="https://1907shots.blogspot.com/2020/04/veikkausliigan-ulkomaalaiset-ajatuksia.html" target="_blank">viime kauden Veikkausliigan ulkomaalaispelaajiin</a> ja sen jälkeen pohdiskelin hieman tarkemmin <a href="https://1907shots.blogspot.com/2020/04/veikkausliigan-ulkomaalaiset-ajatuksia_11.html" target="_blank">seurojen strategioita ja mahdollisuuksia</a>.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tässä osassa keskityn enemmän siihen miten tilastoja voitaisiin hyödyntää pelaajahankinnoissa ja lähestyn aihetta kuvitteellisen esimerkin kautta. Ajatusleikinomaisesti koitan löytää suomalaiselle Veikkausliiga-seuralle hyökkäyspään vahvistuksen tilastotietoa hyödyntäen.</span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Tarkasteltaessa viime kauden Veikkausliiga-seurojen pelaajahankintoja, vaikuttaa siltä, ettei Suomeen tulevien ulkomaalaispelaajien osalta ole nähtävissä mitään selkeää kaavaa. Veikkausliigassa oli viime kaudella pelaajia kaikkiaan 31 eri maasta ja ulkomaisten pelaajien ikäjakauman keskikohta osui 27 vuoden kohdalle. Eniten pelaajia oli Ghanasta ja Brasiliasta, 11 molemmista. Transfermarktin lukujen perusteella noin kolmannes Veikkausliigan sopimuspelaajista oli ulkomaalaisia. Luku on samalla tasolla Allsvenskanin ja Tanskan liigan ulkomaalaisten osuuksien kanssa.</span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Kuten edellisessä kirjoituksessani totesin, Veikkausliigan taso elo-ratingilla mitattuna ei ole Euroopan mittakaavassa hyvä. Tämä on tietenkin harmillista, mutta toisaalta se antaa seuroille monenlaisia mahdollisuuksia pelaajien hankintaan. Teoriassa pelaajia voidaan hankkia lähes mistä tahansa maasta ja silti on mahdollista löytää Veikkausliigaan vahvistuksia. Käytännössä asia ei tietenkään ole näin yksinkertainen, sillä Suomeen ei ole helppo houkutella pelaajia suuremmista jalkapallomaista ja toisaalta heikompien sarjojen keskivertopelaajia ei tänne kannata raahata.</span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Strategian "valinta"</span></h3>
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<span style="font-family: Trebuchet MS, sans-serif;">Edellisessä kirjoituksessani pohdin strategian valinnan vaihtoehtoja ja sen suurta merkitystä. Teen nyt tässä </span><span style="font-family: "Trebuchet MS", sans-serif;">Veikkausliigaseuran pomona</span><span style="font-family: "Trebuchet MS", sans-serif;"> hypoteettisen ja yksinkertaistetun strategisen valinnan: etsin joukkueeseeni ulkomailta nuoria pelaajia, joiden taso riittäisi Veikkausliigaan. </span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Valitettavasti tosielämässä en ole Veikkausliigapomo, vaan kirjoittelen tätä kotisohvalla. Tästä syystä minulla ei ole mahdollisuutta hommata samoja työkaluja, joita todellisuudessa käyttäisin. Useat tilastopalvelut kuten Statsbomb, wyscout jne. mahdollistavat pelaajien kartoituksen todella monesta sarjasta.</span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Pelaajien etsiminen ja rajaaminen sopiviin ehdokkaisiin</span></h3>
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<span style="font-family: Trebuchet MS, sans-serif;">Veikkausliigapomona valitsisin siis muutaman maksullisen datalähteen ja hyödyntäisin niitä pelaajien alustavassa kartoittamisessa. Tässä hyödynnän ilmaisia lähteitä, joten rajaan tarkastelun Eurooppaliigaan, josta löytyy monipuolisesti tilastoja myös pienempien seurojen pelaajista. Oikeassa elämässä keskittyisin hieman pienempien jalkapallomaiden kansallisiin sarjoihin, mutta koska nyt niistä ei ole dataa saatavilla, koitan löytää pelaajan viime kaudella Eurooppaliigassa pelanneista joukkueista.</span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Mistä siis liikkeelle? Aloitetaan hakemalla tietoa <a href="https://fbref.com/en/comps/19/stats/Europa-League-Stats" target="_blank">FBREF:n</a> erinomaisesta palvelusta. Realistisesti listalta pitää rajata pois pelaajat, jotka pelaavat suurissa sarjoissa, joten listalta putoaa automaattisesti suurin osa joukkueista ja pelaajista. Koko aineistossa on 1222 pelaajaa, mutta rajaan tässä heti alkuun pois yli 25-vuotiaat pelaajat jolloin jäljelle jäi 538 pelaajaa.</span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Koska etsimme hyökkäyspään pelaajia, rajaan vielä pelaajat hyökkääjiin, hyökkääviin keskikenttäpelaajiin ja laitapelaajiin (FW </span><span style="font-family: "Trebuchet MS", sans-serif;">& AM </span><span style="font-family: "Trebuchet MS", sans-serif;">& RW & LW). Tämän rajauksen jälkeen otokseen jää 191 pelaajaa, joten tarkastellaan tätä ryhmää hieman lähemmin.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgt69raTI74A6pMcTYLVoEyCJeSvgbtWYjiVCZW_OfXe0z6s2s7UStl0MXE6MEqqYDZoJDpS096wZ5bpDbeCouIrvWABupWl6rKtLijg9oasjk7e2VPEOJVfjXQ3mM1aQXsNzAGgyVN6xs/s1600/Screenshot+2020-04-12+at+15.27.50.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="543" data-original-width="886" height="392" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgt69raTI74A6pMcTYLVoEyCJeSvgbtWYjiVCZW_OfXe0z6s2s7UStl0MXE6MEqqYDZoJDpS096wZ5bpDbeCouIrvWABupWl6rKtLijg9oasjk7e2VPEOJVfjXQ3mM1aQXsNzAGgyVN6xs/s640/Screenshot+2020-04-12+at+15.27.50.png" width="640" /></a></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Karsin lopuksi vielä pois suurempien maiden sarjoissa pelaavat pelaajat (kuvassa sinisellä). Näiden muutosten jälkeen listani on kutistunut 1222 pelaajasta 36 pelaajaan. Jos ihan realisteja ollaan, niin näistäkin pelaajista aika moni jäisi todellisuudessa mahdollisuuksien ulkopuolelle, mutta tämän harjoituksen tarkoitus onkin lähinnä kuvata prosessia, jolla tarkasteltavien pelaajien määrää voidaan rajata. </span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Shortlistatut pelaajat</span></h3>
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<span style="font-family: Trebuchet MS, sans-serif;">Kun katsotaan listattuja pelaajia tarkemmin, voidaan havaita, ettei kovin moni ole tosiaankaan mahdollinen tai edes hyvä target Veikkausliigaseuralle. Taulukossa pelaajat on sortattu non-penalty npxG+xA:n mukaan (eli maaliodotus, jossa ei ole mukana rangaistuspotkut + maalisyöttöjen maaliodotus per 90 peliminuuttia). Lisäksi kaivoin muutamasta pelaajasta lisätietoa transfermarktin kautta.</span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Näistä pelaajista tuskin juuri kukaan olisi helposti houkuteltavissa Suomeen. Mikäli aineistona olisi käytetty jonkin muun sarjan kuin Eurooppaliigan pelaajia, olisi luultavasti vaihtoehtoja hieman enemmän. Esimerkiksi Senegalilainen Laurent Mendy olisi teoriatasolla mahdollinen hankinta, sillä hänen sopimuksensa loppuu vuoden päästä ja tuolloin hän olisi 21-vuotias. Toki miehen peliminuutit heikossa Luxemburgin pääsarjassa ovat olleet niin alhaiset, että luultavasti kovin pitkälle tätä ajatusketjua ei kannattaisi viedä ilman tietoa loukkaantumishistoriasta. </span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Jotain positiivista ennettä on siinä, että Mendyn yläpuolelta löytyy monelle Veikkausliigaa seuraavalle tuttu nimi, eli entinen HJK -pelaaja Klauss. Klauss tuli parikymppisenä HJK:hon lainalle saksalaisesta Hoffenheimin kakkosjoukkueesta. Hyvät esitykset Veikkausliigassa veivät brasilialaisen lainalle Itävallan liigaan LASK:in joukkueeseen, jossa miehen otteet ovat olleet erittäin hyviä. </span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Luonnollisesti optimitilanteessa tällaista tilastokartoitusta seuraisi useampivaiheinen ja systemaattinen lisäanalyysi, jonka perusteella edettäisiin prosessissa seuraavaan vaiheeseen. Identifioituja "targetpelaajia" voitaisiin myös pitää tarkkailussa ja tarkastella heidän tilannettaan aika ajoin uudelleen. Tätä prosessia tukemassa olisi säännöllinen tilastollinen analyysi, jolla pidettäisiin yllä listaa kiinnostavista pelaajista.</span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Yhteenveto</span></h3>
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<span style="font-family: Trebuchet MS, sans-serif;">Tilastoja voidaan hyödyntää, kun halutaan etsiä spesifisti tietyn tyyppisiä pelaajia, kuten esimerkiksi "vasenjalkainen, fyysinen ja hyvin syöttävä vasen laitapakki". Tilastoista on apua myös kun halutaan kartoittaa potentiaalisia ja mahdollisesti aliarvostettuja pelaajia yleisemmin. Maaliodotus on usein parempi mittari kuin tehdyt maalit, mutta kaikki eivät hyödynnä analyyseissään tällaisia paremmin ennustavia muuttujia, kuten npxG. </span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Alustavan tilastoanalyysin jälkeen alkaa luonnollisesti vasta varsinainen työ, sillä kiinnostavista pelaajista tulee tehdä videoanalyysit, tutkia sopimustilanteet, loukkaantumishistoriat yms. Tilastojen avulla voidaan kuitenkin nopeuttaa prosesseja sekä tuoda sellaisia ulottuvuuksia analyysiin, joita ei pelkkiä skoutteja hyödyntämällä voida saavuttaa.</span></div>
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<span style="font-family: Trebuchet MS, sans-serif;">Olen ymmärtänyt, että usein seuroissa tehdään melko tarkat speksaukset siitä, millaisia pelaajatyyppejä halutaan. Itse näen kuitenkin ongelmallisena, mikäli tämän jälkeen annetaan "pallo" agenteille ja skouteille, sillä näin toimittaessa tarjolle saatava pelaajamassa on väkisinkin melko suppea ja ei-optimaalinen seuran kannalta. Agenttien etu on luonnollisesti saada omat asiakkaansa työsuhteeseen, joten pelaajien esikarsinta olisi parempi suorittaa seuran omasta toimesta. Näin taataan myös se, että listalle päätyvät pelaajat täyttävät seuran toiveet ja ennen kaikkea tukevat valittua pelaajastrategiaa.</span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-29453139963723474142020-04-11T12:01:00.000-07:002020-04-11T12:02:19.311-07:00 Veikkausliigan ulkomaalaiset - ajatuksia skouttaukseen tilastojen avulla OSA 2<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">Jatketaan ajatusleikkiä ulkomaalaispelaajien hankkimiseen liittyvästä strategiasta. Edellinen </span><a href="https://1907shots.blogspot.com/2020/04/veikkausliigan-ulkomaalaiset-ajatuksia.html" style="font-family: "Trebuchet MS", sans-serif;" target="_blank">kirjoitus</a><span style="font-family: "trebuchet ms" , sans-serif;"> käsitteli kauden 2019 ulkomaalaispelaajien ikäjakaumaa ja pohdiskeli alustavasti sitä, löytyykö Veikkausliigajoukkueilta jotain selkeitä strategioita ulkomaalaispelaajiin liittyen.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Nostin edellisessä osassa esille oman ajatukseni kolmivaiheisesta "strategiasta":</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">1) Etsitään sarjoja, joiden taso on suunnilleen sama tai kovempi kuin Veikkausliiga (palataan siihen, miten identifiointi tapahtuu myöhemmin)</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">2) Etsitään näistä sarjoista nuoria tai melko nuoria pelaajia, jotka eivät ole saaneet vielä kovin paljoa peliminuutteja, mutta joiden tilastot näyttävät lupaavilta</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">3) PROFIT</span><span style="font-family: "trebuchet ms" , sans-serif;"> </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Avaan tässä kirjoituksessa hieman tarkemmin mitä tuolla vaiheella 1 ja strategialla ylipäätään tarkoitan. Seuraavassa kirjoituksessa keskitytään tarkemmin vaiheeseen 2.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Sopivien sarjojen etsiminen ja strategian valinta</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">Mistä pelaajia kannattaisi etsiä? Tämä edellyttää luonnollisesti kokonaiskuvan hahmottamista ja sen päättämistä, millaisia pelaajia on tarkoitus löytää. Joillain seuroilla, kuten tanskalaisella FC Nordsjællandilla ja vaikkapa Championshipin Brentfordilla on selkeät strategiat, joita ne toteuttavat mm. pelaajakehityksen ja -hankinnan osalta. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Nordsjælland on perustanut akatemian Ghanaan tavoitteenaan löytää sieltä itselleen lupaavia tulevaisuuden pelaajia. Seuran strategia ja tavoite on olla kasvattajaseura ja panostukset valmentajiin, olosuhteisiin jne. ovat tämän strategian mukaisia. Seuralla on myös selkeät visiot siitä, minkätyyppisiä pelaajia he etsivät ja tämä perustuu näkemykseen siitä, millaisia jalkapalloilijoita tulevaisuudessa tarvitaan. <a href="https://www.itsjustasport.com/home/2020/1/2/flemmingpedersen" target="_blank">Tässä haastattelussa</a> avataan erinomaisesti Nords</span><span style="font-family: "trebuchet ms" , sans-serif;">jællandin Flemming Pedersenin toimesta joukkueen toimintatapoja ja strategiaa.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Brentford on esimerkki lähes täysin päinvastaisesta strategiasta pelaajahankinnoissa. Vedonlyönti- ja tilastotaustaisen omistajan Matthew Benhamin (joka omistaa myös täysin Brentfordista poikkeavan strategian omaavan Midtjyllandin) strategiana Brentfordissa on hyödyntää kilpailuetua tilastojen ja pelaajaskouttaamisen puolelta. Seuralla ei ole lainkaan omaa akatemiaa, vaan se pyrkii löytämään aliarvostettuja ja/tai lupaavia pelaajia kohtuullisella hinnalla. Näitä pelaajia myydään sitten eteenpäin kun heidän markkina-arvonsa on noussut. Tällä strategialla Brentford on noussut Championshipin huippujoukkueisiin huolimatta keskimääräistä alhaisemmasta palkkabudjetista.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tässä muutama lainaus harvoin <a href="http://griffinpark.org/forums/showthread.php?t=129921" target="_blank">haastatteluja</a> antavalta Benhamilta aiheeseen liittyen:</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><i>Q: Any player you’re gutted we missed out on that was realistic? An exciting incoming signing that didn’t materialise?</i></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><i>Matthew: Yeah, loads. Believe it or not, Kante was on our radar when he was in the French 2nd division. No idea if we’d have had a chance, I guess we probably wouldn’t have.</i></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><i>Q: Is there a European country that has a lot of untapped talent? And he says “I read something about Hungary recently, but know next to nothing about football in the country”.</i></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><i>Matthew: I have no idea. I hope that’s true, I think Midtjylland have signed a very promising 17 year old from Hungary, so I hope that’s true.</i></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><i>Matthew: I’d say there are certain clubs and certain leagues which are undervalued as opposed to countries.</i></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><i>Q: which ones?</i></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><i>Matthew: Ah, just certain ones. (laughter)</i></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Veikkausliigaseura ei voi realistisesti ostaa parhaassa iässä olevia kovissa jalkapallosarjoissa läpilyöneitä pelaajia. Käytännössä siis vaihtoehdoiksi jäävät vanhemmat (ja kalliimmat) nimekkäämmät pelaajat, "loukkaantumistilannearvat" tai (nuoret) nimettömämmät pelaajat. Esimerkiksi HJK on aiempina kausina hankkinut pelaajia melko kirjavasti, mutta ilmeisesti seura totesi suunnitelman toimimattomaksi ja palasi kaudeksi 2020 tutumpaan strategiaan: "hanki Veikkausliigan parhaat pelaajat". </span><span style="font-family: "trebuchet ms" , sans-serif;">Monella muulla seuralla Suomessa ei ole mahdollista toimia kuten HJK:lla, joten niiden ja miksei myös HJK:n olisi järkevää miettiä myös muita pelaajahankintastrategioita.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Strategia - miksi sellaista tarvitaan?</span></h4>
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<span style="font-family: "trebuchet ms" , sans-serif;">Ulkopuolelta seurattuna vaikuttaa, että Veikkausliigaseurat toimivat rekrytoinneissaan ja peluutuksissaan melko poukkoilevasti ja ilman varsinaista pitkän tähtäimen suunnitelmaa. Esimerkiksi päätös "juniorituotantoon panostamisesta" sotii käytännössä kentillä usein nähtävää omien junioreiden pelaamattomuutta vastaan. Monesti seurat eivät anna nuorille pelaajille isoa vastuuta, vaikka juuri tämä olisi avain monen lahjakkaan nuoren kehitykseen seuraavalle tasolle. Syitä tähän on varmasti monia, alkaen valmentajien lyhyen tähtäimen menestyspaineista ja päättyen seuran strategian puutteeseen.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Selkeän strategian etuna seuralle on se, että vaikka henkilöstö ja valmentajat vaihtuvat, pysyy seuran toimintamalli ennallaan (ainakin kunnes todetaan, että strategia ei toiminut ja sitä tulee päivittää). Näin ollen valmentajan ei tarvitse pelätä potkuja sen takia, että hän on peluuttanut oman akatemian junioreita, jos tämä on seuran yhteinen tavoite ja toive.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Millaisia strategioita voisi olla?</span></h4>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuten todettua, Veikkausliigaseurojen strategiset vaihtoehdot ovat rajatumpia kuin monien suurempien eurooppalaissarjojen joukkueiden. Tämä tarkoittaa mielestäni sitä, että strategia ja kokonaisvaltainen analyysi olisi juuri Veikkausliigajoukkueille poikkeuksellisen tärkeää.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Omissa ajatuksissani vaihtoehtoisia lähestymistapoja on useampia, esimerkiksi RoPS-tyylinen "parempien" seurojen lainapelaajien hyödyntäminen, mutta keskityn tässä tarkemmin yhteen strategiaan, jota en ole nähnyt vielä käytettävän.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Ajatukseni lähtee siitä, että pyritään identifioimaan maita ja sarjoja, joiden pelin taso on riittävän korkea Veikkausliigaan, mutta jonka pelaajia ei aktiivisesti rekrytoida Euroopan suursarjoihin. Tällaisia voisi olla esim. Kolumbian alemmat sarjat (case Morelos), mutta vaihtoehtoisesti myös Euroopan muut pienemmät sarjat. Sopivien sarjojen valinnassa on luonnollisesti monia muuttujia, joista yksi esimerkiksi se, että löytyykö seurasta aiempaa historiaa tietyn maan pelaajista (tai seuran taustoista yhteyksiä jonnekin jne.).</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Miten sarjoja voisi sitten lähteä haarukoimaan puhtaasti tilastojen perusteella? Monet konsultointiyritykset, kuten esimerkiksi <a href="https://www.21stclub.com/" target="_blank">21st club</a> tarjoavat asiakkailleen monenlaista strategiaan ja kilpailuetuun liittyvää konsultaatiota. Köyhän miehen ratkaisu on kuitenkin hyödyntää ilmaista dataa, jota löytyy muun muassa <a href="http://clubelo.com/" target="_blank">Club Elon verkkosivuilta</a>. Elo-ratingin ideana on, että eri maiden sarjojen ja joukkueiden tasoa pystytään arvioimaan, kun nämä pelaavat keskinäisiä otteluita. Pitkässä juoksussa keskimääräinen taso alkaa asettua ja tulokset ovat kohtuullisen luotettavia.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsWs46YZJA9OzOq9uhv6_Cxt_f3xlzwH29Px2M35kE341DTY4_dv_hp1KgppOWN4ic74rfVc1eDJXM4jSlS8rWyNwAIiS1-nLuoUszpeocR3zCGFRqXeOEO-5284FsK8-Yffkh9pp3gmY/s1600/Screenshot+2020-04-11+at+20.18.31.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="504" data-original-width="820" height="392" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsWs46YZJA9OzOq9uhv6_Cxt_f3xlzwH29Px2M35kE341DTY4_dv_hp1KgppOWN4ic74rfVc1eDJXM4jSlS8rWyNwAIiS1-nLuoUszpeocR3zCGFRqXeOEO-5284FsK8-Yffkh9pp3gmY/s640/Screenshot+2020-04-11+at+20.18.31.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Suomalaisten seurojen paras rating on HJK:lla huolimatta viime kauden kompuroinneista. Neljän suomalaisjoukkueen keskimääräinen ELO-rating on 1185. Miten suomalaisseurat sitten vertautuvat muihin eurooppalaissarjoihin?</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>Club Elo - keskimääräiset ratingit Euroopan sarjoissa</b></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhUip8LmXkJDG2ZTlYJGDOjxDu9JTZP7CCV-WT-S4z8F0ZrvLgBMnBHMvzp7yZIg6j5ShtZ9fzww6zRjTwmDOBDwnTJox8iR8PO8j6av46vSrqfBOXzRRWd0s60dImQhiw1zLAx97YGLNQ/s1600/Screenshot+2020-04-11+at+20.36.37.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="654" data-original-width="1058" height="394" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhUip8LmXkJDG2ZTlYJGDOjxDu9JTZP7CCV-WT-S4z8F0ZrvLgBMnBHMvzp7yZIg6j5ShtZ9fzww6zRjTwmDOBDwnTJox8iR8PO8j6av46vSrqfBOXzRRWd0s60dImQhiw1zLAx97YGLNQ/s640/Screenshot+2020-04-11+at+20.36.37.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuva maalaa melko surullisen kuvan suomalaisen jalkapallon tasosta - Veikkausliigan keskimääräiset elo-ratingit eivät päätä huimaa. Muut kuvassa näkyvät sarjat ovat sellaisia, joista club Elo on laskenut ratingit kaikille seuroille. Kuvassa on siis esitetty keskimääräiset ratingit, joten tämä kuva on Veikkausliigan osalta vielä hieman ruusuisempi kuin mitä todellisuus (Veikkausliigasta mukana vain 4 joukkuetta, ei lainkaan heikoimpia). Club Elon ratingit eivät luonnollisesti ole absoluuttinen totuus ja seurojen tilanteet voivat elää paljonkin muutamassa kaudessa. Jotain osviittaa niistä kuitenkin saadaan ja tätä tietoa voidaan myös hyödyntää pelaajia kartoitettaessa.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Käytännössä Veikkausliigan joukkueilla on siis ainakin teoriassa mahdollista löytää riittävän hyviä pelaajia lähes kaikista Euroopan sarjoista. Tämä avaa mahdollisuuksia, sillä vaikka 2 Bundesligasta voi olla vaikea saada pelaajia Suomeen, voisin kuvitella, että Bulgarian tai Unkarin liigan pelaaja voisi oikeissa olosuhteissa harkita pelaamista vaikkapa Rovaniemellä.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Seurat eivät luonnollisesti voi maksaa suuria siirtokorvauksia, joten etsittävät pelaajat pitäisi rajata sellaisiksi, jotka voivat siirtyä vapailla papereilla tai vähintäänkin edullisilla ehdoilla. Pelaajamassa, josta pelaajia voidaan etsiä näyttäisi pelkästään Euroopassa olevan niin suuri, että tämän ei luulisi olevan ylipääsemätön este - mikäli esikarsinta voidaan tehdä tehokkaasti, esimerkiksi tilastoja hyödyntämällä.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tilastojen avulla voidaan etsiä valituista sarjoista tietyt kriteerit täyttäviä pelaajia. Tämän jälkeen voidaan alkaa tekemään tarkempaa skouttausta ja analyysiä, mikäli löydetään pelaaja tai pelaajia, jotka vaikuttavat kiinnostavilta. Pelaajia voidaan etsiä esimerkiksi niin, että pyritään löytämään tietyn tyyppisiä laitapakkeja. Tällaisilla pelaajilla on tietyt tilastolliset profiilit, joiden perusteella voidaan tehdä esikarsinta. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Seuraavassa, myöhemmin julkaistavassa osassa esittelen joitain esimerkkejä pelaajien kartoituksesta muutamasta eri sarjasta eri kriteereillä.</span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-67834536069789936652020-04-11T06:53:00.000-07:002020-04-11T06:55:48.474-07:00Veikkausliigan ulkomaalaiset - ajatuksia skouttaukseen tilastojen avulla OSA 1<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">Pelaajahankinnat ja tilastopohjainen skouttaus ovat olleet itselleni kiinnostavia aiheita jo pidempään. HJK osui kultasuoneen Alfredo Moreloksella, mutta vaikuttaa siltä että Veikkausliigaseurojen ei pääosin ole helppo houkutella lupaavia ulkomaalaisia nuoria tänne Pohjolaan. Olen ymmärtänyt, että pelaajien hankkimisessa haasteena on palkkatason lisäksi se, että Veikkausliigaa ei pidetä ponnahduslautana parempiin maihin. Varsinaista kokemusta asiasta itseltäni ei löydy, mutta esimerkiksi Aki Riihilahden kommentit ovat olleet sen suuntaisia, että useimmiten niitä pelaajia, joita haluttaisiin ei onnistuta palkkaamaan. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tein pienen tarkastelun kauden 2019 Veikkausliigan ulkomaalaisista pelaajista transfermarktin tietojen perusteella. Ajatuksena oli katsoa, mistä maista pelaajat ovat ja miten he ovat pärjänneet. Helppouden vuoksi otin tarkasteluun kauden 2019 runkosarjan, eli 22 ottelua. Pelaajien iät ovat tämän jutun kirjoitushetkeltä, eli niissä pientä vääristymää ylöspäin, mutta kuvaaja antaa mielestäni kuitenkin riittävän tarkan kuvan ulkomaalaispelaajien ikäjakaumasta. Kuvaajassa on huomioitu maat, joista oli vähintään 2 sopimuspelaajaa.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tarkastelluista pelaajista vain yksi on nyt alle 20-vuotias. En ottanut tässä huomioon pelaajien peliminuutteja, sillä tarkoitus oli katsoa minkä maalaisia ja ikäisiä pelaajia sopimuspelaajissa oli kaudella 2019.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Pelaajien jakautuminen maittain</span></h4>
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<span style="font-family: "trebuchet ms" , sans-serif;">Taulukossa on listattu pelaajat maittain transfermarktin tietojen perusteella. Kuten nähdään, on suurin osa pelaajista lähellä jalkapalloilijan "priimaikää", eli keski-ikä oli noin 27 vuotta. Ainoastaan venäläisten ja albaanialaisten pelaajien osalta keski-ikä jäi alle 25-vuoden ja albaaneissa on mukana kaksoiskansalaisuuden omaava Ademi.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuvassa on esitetty pelaajien maalit ja maalisyötöt per 90 peliminuuttia (eli ns. scoring contribution). </span><span style="font-family: "trebuchet ms" , sans-serif;">Slovenialainen Filip Valenčič sotkee jonkin verran skaaloja, kun tarkastellaan eri maista tulleiden pelaajien keskimääräistä tehokkuutta.</span><span style="font-family: "trebuchet ms" , sans-serif;"> </span><span style="font-family: "trebuchet ms" , sans-serif;">Kuvassa ei ole mitenkään huomioitu pelaajien pelipaikkoja, joten mitään kovin massiivisia johtopäätöksiä tästä ei joka tapauksessa voida tehdä.</span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;">Mitä kauden 2019 ulkomaalaispelaajien ikäjakaumasta voidaan päätellä?</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">Mitä tästä kaikesta sitten voidaan päätellä? Noh, ainakin se, että Veikkausliigassa ei nähty juurikaan nuoria ulkomaalaisia pelaajia. Tämä taas tarkoittaa sitä, että Alfredo Moreloksen menestys ja esimerkki ei ole tuonut </span><span style="font-family: "trebuchet ms" , sans-serif;">ainakaan</span><span style="font-family: "trebuchet ms" , sans-serif;"> mitään nuorten pelaajien ryntäystä Veikkausliigaan. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tämän pika-analyysin perusteella näyttäisi siltä, että kaudella 2019 Veikkausliigaseurojen ulkomaalaispelaajat hankittiin takaamaan menestystä lyhyellä tähtäimellä, ei suinkaan kehittymään ja kasvamaan korkoa tai tuomaan tulevaisuuden siirtokorvauksia. Tilanne ei välttämättä ole kiinni pelkästään seurojen tahtotilasta, sillä kuten alussa totesin, minulla ei ole käytännön tietoa siitä, miten helposti vaikkapa lupaava bulgaarialaisnuorukainen olisi mahdollista houkutella Suomeen, vaikka hänelle voisi luvatakin näytön paikan euro-peleissä.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Miten tilastoja voitaisiin hyödyntää skouttaamisessa?</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">Miten tilastoja voitaisiin hyödyntää pelaajien, ja erityisesti nuorten pelaajien skouttaamisessa? Esimerkiksi Puolan liigan </span><span style="font-family: "trebuchet ms" , sans-serif;">(Petteri Forsellia lukuunottamatta) tai Bosnian liigan </span><span style="font-family: "trebuchet ms" , sans-serif;">pelaajista ei varmaankaan ole kovin monella suomalaisella kovinkaan hyvää käsitystä. Tässä kuitenkin oma ajatukseni siitä, miten haastetta voitaisiin lähestyä:</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">1) Etsitään sarjoja, joiden taso on suunnilleen sama tai kovempi kuin Veikkausliiga (palataan siihen, miten identifiointi tapahtuu myöhemmin)</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">2) Etsitään näistä sarjoista nuoria tai melko nuoria pelaajia, jotka eivät ole saaneet vielä kovin paljoa peliminuutteja, mutta joiden tilastot näyttävät lupaavilta</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">3) PROFIT</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Ymmärrän, että asia ei tietenkään ole todellisuudessa ihan näin yksinkertainen. Uskoisin kuitenkin, että realiteetitkin huomioiden tällä lähestymistavalla voisi olla mahdollista löytää pelaajia, jotka voisivat kiinnostua Veikkausliigasta ja tarjolla olevasta isosta roolista. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Osaako joku paremmin asiaa tunteva kertoa, miksei tällainen ajattelu toimi tai miksei sitä ole ainakaan laajemmin kokeiltu Suomessa? Onko niin, että ulkomaalaiset nuoret eivät tule Veikkausliigaan mistään hinnasta, vaikka meillä on osoittaa muutamia onnistumisia ja heille voidaan myydä mahdollisuus päästä Euro-peleihin antamaan näyttöjä suuremmille seuroille?</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Jos tilanne on näin synkkä, onko mitään keinoja löytää ratkaisuja? Voitaisiinko esimerkiksi löytää joku maa, josta pelaajia alettaisiin etsiä systemaattisemmin? Samalla voitaisiin Suomessa huomioida asia niin, että tuetaan näitä ulkomaalaispelaajia kotoutumisessa kaikin mahdollisin keinoin.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Luultavasti näin ulkopuolelta tilanne näyttää yksinkertaisemmalta kuin mitä se todellisuudessa on, mutta olisiko Veikkausliigaseuroille mahdollista rakentaa pelaajahankintoihin strategia, joka on pitkäjänteinen ja suunniteltu? Tällä hetkellä vaikuttaa siltä, että kovin monella seuralla ei ole ainakaan selkeästi kommunikoitua strategiaa siihen, miten he löytävät tulevat huippuvahvistukset itselleen. </span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-68040458329087908442018-01-11T02:13:00.001-08:002018-01-11T02:13:45.479-08:00Alfredo Morelos HJK:sta Skotlannin kuninkaaksi<!--[if gte mso 9]><xml>
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</b><span style="font-size: small;"><span style="color: black; line-height: 115%;">Alfredo Morelos oli jo HJK:hon
tullessaan poikkeuksellinen pelaaja Veikkausliigaan. </span><span style="color: black; line-height: 115%;">Kolumbian
nuorisomaajoukkuepelaajia ei ole nimittäin juurikaan näillä leveysasteilla
näkynyt. Odotukset ja toiveet HJK:n ja sen kannattajien keskuudessa olivat
korkealla, mutta Morelos onnistui lopulta täyttämään ja jopa ylittämään häneen
kohdistuneet odotukset Suomessa</span></span></span></div>
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UnhideWhenUsed="true" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 9"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 9"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="header"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footer"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index heading"/>
<w:LsdException Locked="false" Priority="35" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of figures"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="envelope address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of authorities"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="toa heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="1" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
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<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
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<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
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<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
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<span style="font-family: "Trebuchet MS", sans-serif;">Morelos Veikkausliigassa
kaudella 2017</span></h4>
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<i>Veikkausliiga 2017
aktiivisimmin laukoneet pelaajat</i></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Morelos oli innokas laukoja,
mutta myös tehokas. Morelos oli monissa tilastoissa omilla mitta-asteikoillaan
kauden 2017 Veikkausliigassa. Mielenkiintoinen havainto on esimerkiksi se, että
hän laukoi lähes kaksi kertaa useammin kuin viidenneksi eniten laukonut Demba
Savage.</span></div>
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<i><span lang="EN-US" style="mso-ansi-language: EN-US;">Veikkausliiga 2017 scoring contribution</span></i></div>
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UnhideWhenUsed="true" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 9"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 9"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="header"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footer"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index heading"/>
<w:LsdException Locked="false" Priority="35" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of figures"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="envelope address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="envelope return"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="line number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="page number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of authorities"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="macro"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="toa heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
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<span style="font-family: "Trebuchet MS", sans-serif;">Morelosin scoring contribution
(eli suomeksi maalit + maalisyötöt per 90 peliminuuttia) oli sekin aivan omaa
luokkaansa. Jopa ero toiseksi parhaaseen Valenčičiin oli valtava, kuten kuvasta
nähdään. Joissain peleissä Morelos vaikutti hieman laiskalta, mutta tilastot todistavat, että tulosta tuli silti
murhaavalla tahdilla. Itse asiassa viime vuosina vain Vahid Hambo on päässyt
lähelle samoja lukemia Veikkausliigassa. Tämä tapahtui kaudella 2015, jolloin
Hambo oli melkoisella 13 ottelun hot streakillä ennen siirtymistään
Brightoniin. </span></div>
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="35" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="1" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="39" Name="Table Grid"/>
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<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
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<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
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<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
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<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
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<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
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<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
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<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
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<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
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<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
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<w:LsdException Locked="false" Priority="21" QFormat="true"
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<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
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<span style="font-family: "Trebuchet MS", sans-serif;">Matka kohti suurempia ympyröitä
oli vain ajan kysymys, ja heinäkuussa 2017 Morelos jätti
odotetusti HJK:n. Kysyntää oli varmasti poikkeuksellisen paljon ja
lopulta Morelos päätyi Skotlannin perinteiseen Glasgow Rangersiin. Alku uudessa
seurassa oli erinomainen ja maaleja syntyi jo heti ensimmäisistä peleistä
lähtien lähes samaan tahtiin kuin Veikkausliigassa. Syksymmällä tuli kuitenkin
pitkä kuiva kausi, ja loka-marraskuussa Morelos ei tehnyt maalin maalia
Skotlannin Premiershipissä. Maalisyöttöjä tuli sentään tuolloinkin muutama.
Joulukuussa Morelos palasi taas lähes maali per
ottelu tahtiin ja koko sarjan maalipörssin johtoon. </span></div>
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<span style="font-size: small;"><span style="font-family: "Trebuchet MS", sans-serif;"><span style="line-height: 115%;">Nähdäksemme paremmin näiden
lukujen taakse, voimme katsoa Skotlannin liigan osalta myös ns. expected goals –lukuja
</span><span style="line-height: 115%;">(xG), jotka kuvaavat
laukausten maaliodotusarvoa.</span><span style="line-height: 115%;"> </span></span></span><br />
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<div class="MsoNormal" style="text-align: justify;">
<span style="font-family: "Trebuchet MS", sans-serif;"><i>Skotlannin valioliigan koko
kauden xG:t ja NPG:t (non-penalty goals)</i></span></div>
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</span></b><span style="font-family: "Trebuchet MS", sans-serif;"></span><br />
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<span style="font-family: "Trebuchet MS", sans-serif;">Kuvassa on xG-lukuina käytetty
Stratabetin kuusiportaista “vaarallisuusasteikkoa”, jossa maalipaikat on
rankattu heikosta erinomaiseen ja näille on annettu keskimääräiset pitkän
aikavälin onnistumistodennäköisyydet (aineistossa on mukana pelit joulukuun
loppuun 2017). Morelos johtaa Skotlannin liigan maalipörssiä, mutta mikä
ilahduttavinta, nämä xG-lukemat osoittavat, että kyseessä ei ole sattuma.
Itseasiassa Morelos on melko ylivoimainen xG:n osalta, sillä ero <span style="color: windowtext;">seuraavana olevaan </span>Sinclairiin on noin neljän
maalin luokkaa. Näiden xG-lukujen perusteella Morelos on ollut siis jopa
epäonnekas, vaikka onkin viimeistellyt sarjan eniten maaleja (10), sillä hänen
maalipaikkoihinsa perustuva odotettu maalimäärä on ollut 13,79. </span></div>
<span style="font-family: "Trebuchet MS", sans-serif;"><b>
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<i><span lang="EN-US" style="mso-ansi-language: EN-US;">Skotlannin Valioliigan xG / 90 ja xGA / 90
(expected assists)</span></i></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjaTdv3k9H-k5Y0OXE-2-wdsgcsU-kpdbop2A818rPRA3ReUYtWk8c-JuUKu1wyA-6i5MYbuzYczCb0Ee3cY8OuWAtnZLYJSgY73imadSNu1_EwYf6FAt0jIL_F_6Z_WxOmKa0n93Hl8-c/s1600/scot_totalxgcontribution.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="845" data-original-width="633" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjaTdv3k9H-k5Y0OXE-2-wdsgcsU-kpdbop2A818rPRA3ReUYtWk8c-JuUKu1wyA-6i5MYbuzYczCb0Ee3cY8OuWAtnZLYJSgY73imadSNu1_EwYf6FAt0jIL_F_6Z_WxOmKa0n93Hl8-c/s640/scot_totalxgcontribution.PNG" width="478" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Maalipaikkoja Morelos ei ole
Skotlannissa pystynyt luomaan joukkuekavereilleen samaan tahtiin kuin
Veikkausliigassa, sillä expected assists / 90 on ollut vain hieman yli 0,12 /
90 peliminuuttia. Kuitenkin Morelosin xG-lukemat per 90 peliminuuttia ovat olleet
koko sarjan parhaat, eli myös suhteutettuna peliaikaan Morelos on ollut sarjan
vaarallisin pelaaja. Lukemana 0,8 odotettua maalia / 90 minuuttia on
erinomainen ollen parempi kuin esimerkiksi loistavaa kautta pelaavalla
Liverpoolin Mohamed Salahilla (0,77) tällä kaudella toistaiseksi. </span></div>
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<br /></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"><i>Skotlannin Valioliigan maalipaikat ja niiden laatu (keskimääräinen xG) </i> </span></div>
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</span><br /><div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjk2ckjowhmKudrFHjB7C77P1FiEykN543AigSqa5ohS_lW0BG3xU4psSDZcvX3Uue8qHbS9toZeveFo0TEwBDWZvqKax_nJDVe7W0RkqhddnDiRsHkL3OsGt1aA0vCKZGYqAeACES6FuU/s1600/scot_chancequality.PNG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="841" data-original-width="1016" height="528" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjk2ckjowhmKudrFHjB7C77P1FiEykN543AigSqa5ohS_lW0BG3xU4psSDZcvX3Uue8qHbS9toZeveFo0TEwBDWZvqKax_nJDVe7W0RkqhddnDiRsHkL3OsGt1aA0vCKZGYqAeACES6FuU/s640/scot_chancequality.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Morelos on
laukonut edelleen melko hanakasti, vaikkakaan ei läheskään samaan tahtiin kuin
Veikkausliigassa (Rangersissa reilut 3 maalintekoyritystä / 90 minuuttia).
Moreloksen maalipaikat ovat olleet keskimäärin koko sarjan laadukkaimpien
joukossa (keskimääräinen xG 0,25).</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tarkasteltaessa tarkemmin Moreloksen maalipaikkoja, voidaan tosiaan havaita, että suurin osa laukauksista on tullut hyvistä maalipaikoista läheltä maalia.</span></div>
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<div class="MsoNormal" style="text-align: justify;">
<span style="font-family: "Trebuchet MS", sans-serif;"><i>Alfredo Moreloksen maalipaikat Skotlannin Valioliigassa</i></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEghfHm6e8d1kOQwkrEmlUc8CT2Qs00qCDUXXEFkwxPUX4qHT06FM_NpIg3KYzxd-JDxW6NntV4agwiD-ffuW-4G-CoHynmqZ3Yk6FJfdc5B7xx11NwctP9GiqgAp3NAVmwWN9wq5OOrg-o/s1600/morelos_shots.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="480" data-original-width="398" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEghfHm6e8d1kOQwkrEmlUc8CT2Qs00qCDUXXEFkwxPUX4qHT06FM_NpIg3KYzxd-JDxW6NntV4agwiD-ffuW-4G-CoHynmqZ3Yk6FJfdc5B7xx11NwctP9GiqgAp3NAVmwWN9wq5OOrg-o/s640/morelos_shots.PNG" width="530" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"><i> </i> </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"><b> </b></span></h4>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kuvassa pallon koko kuvastaa Moreloksen laukauksen xG:tä. Moreloksen laukausvalikoima näyttää erinomaiselta, sillä lähes kuudestakymmenestä paikasta vain kourallinen on rangaistusalueen ulkopuolelta. Suunnilleen neljäsosa laukauksista on maalivahdin alueen sisältä ja kuten pallojen koko osoittaa, juuri nämä ovat niitä vaarallisimpia maalipaikkoja.</span><span style="font-family: "Trebuchet MS", sans-serif;"> </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tulevaisuus<b><br /></b></span></h4>
</div>
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<span style="font-family: "Trebuchet MS", sans-serif;">On mielenkiintoista nähdä miten
Alfredo Moreloksen ura kehittyy jatkossa. Omiin silmiini fyysinen kunto näyttäisi
olevan hieman paremmalla tasolla kuin HJK:ssa, mutta toisaalta mitään huikeita
erityisominaisuuksia miehellä ei ole. Kuten tilastokatsauksesta nähtiin, niin
toistaiseksi tilastojen perusteella Morelos on ollut myös Skotlannin liigaan
erittäin laadukas pelaaja. Viimeistely toimii kuitenkin sekä päällä että
jaloilla ja Morelos on pystynyt myös luomaan paikkoja melko hyvin. HJK:ssa
seurataan Moreloksen kehitystä varmasti myös mielenkiinnolla, sillä Rangersiin
siirron yhteydessä on ilmeisesti sovittu myös prosentit tulevasta
jatkosiirrosta. Skotlannin liigan maalikuninkuus heti ensimmäisellä kaudella
olisi ainakin sen verran kova juttu, että luulisi saarivaltiosta löytyvän
kiinnostusta hieman isompienkien seurojen puolelta.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"><b><span lang="EN-US" style="mso-ansi-language: EN-US;">This article was written with the aid of
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-43491225425748530492017-12-15T05:57:00.000-08:002017-12-15T05:57:22.971-08:00DIY - xG-malli<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">xG-malleista on ollut paljon puhetta viime aikoina, ja esittelin edellisessä jutussani mallien peruslogiikan. Lupasin myös palata xG-malleihin tarkemmin, joten esittelen tässä jutussa yhden tavan rakentaa xG-malli. Sain käyttööni Stratabetin tilastoja, joiden perusteella rakensin </span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">oman </span>xG-mallin. Ideana on näyttää miten mallin voi rakentaa, ei suinkaan pyrkiä tekemään tästä esimerkkimallista täydellistä.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">xG-mallin tilastoaineisto </span></h4>
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<span style="font-family: "trebuchet ms" , sans-serif;">Malli on rakennettu käyttäen Stratabetin tilastoja Hollannin, Belgian, Norjan ja Ruotsin pääsarjoista sekä Uefan Eurooppa-liigasta. Aloitin mallin rakentamisen kasaamalla aineistot yhteen ja poistamalla siitä rangaistuspotkut, omat maalit ja vaaralliset tilanteet. Mutta hetkinen, aiemmassa <a href="http://1907shots.blogspot.fi/2017/12/jalkapallotilastoista.html" rel="nofollow" target="_blank">jutussani</a> juuri kirjoitin, että Stratabetin datassa on se etu perinteisiin laukausmalleihin verrattuna, että siinä huomioidaan myös vaaralliset tilanteet, joista ei tule laukausta. Noh, rakennan nyt puhtaasti laukauksiin perustuvaa xG-mallia, joten tästä syystä nuo vaaralliset tilanteet eivät tässä mallissa toimisi. Käytännössä </span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">tässä </span></span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">on </span></span>tarkoitus näyttää, miten voidaan rakentaa malli, joka ennustaa / arvioi millä todennäköisyydellä tietystä osasta kenttää lauotaan (tai pusketaan) maali.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Otin aineistossa huomioon laukausten koordinaattien lisäksi:</span></div>
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<li><span style="font-family: "trebuchet ms" , sans-serif;">Puskut vs. muut</span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;">Open play vs. vapaapotkut </span></li>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kyseessä on siis hyvin yksinkertaistettu malli. Halusin tässä kuitenkin nimenomaan tarkastella pelkkiä laukauksia, sillä niiden avulla saadaan kentän eri osa-alueille (bin) karkeat todennäköisyydet, joilla laukaus tai pusku menee maaliin. Aineistoksi muotoutui tässä tapauksessa hieman alle 30.000 laukausta tai puskua. Jaoin kentän oheisen kuvan mukaisesti 11 osa-alueeseen, eli biniin:</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhB_nrIyZR3_pekdiI9en3aFPIxKaJRbSIjhquiC3cVAVoMIhx6xtNdqRdaLNFNhryaydRXIwFQYNm8P1ZBSVP0RL0LN3L8YkjMA9AZPGmfp6zM1ty_9Gpi28ad1arHIlFUodiLrB5PPj4/s1600/footballfield_BINS.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="930" data-original-width="1194" height="498" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhB_nrIyZR3_pekdiI9en3aFPIxKaJRbSIjhquiC3cVAVoMIhx6xtNdqRdaLNFNhryaydRXIwFQYNm8P1ZBSVP0RL0LN3L8YkjMA9AZPGmfp6zM1ty_9Gpi28ad1arHIlFUodiLrB5PPj4/s640/footballfield_BINS.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Usein näkee malleja, joissa koko maalivahdin alue maalin edessä on yhtä biniä. Itse jaoin sen tätä analyysiä varten kuitenkin kahteen osaan kohta nähtävistä syistä. Tässä xG-mallin versiossa binien sisällä voi olla melko isoakin vaihtelua todellisissa xG:ssä (esim. bineissä 2, 3, 4 ja 5 on iso ero siinä tuleeko laukaus binin ulkoreunalta vai sisäreunalta), mutta aineiston suhteellisen rajallisesta koosta johtuen en lähtenyt jakamaan alueita tämän tarkemmin. Nykyiselläänkin muutamaan biniin jäi vain parisataa laukausta, joten niiden osalta maalitodennäköisyydet eivät luultavasti ole kovin tarkkoja estimaatteja.</span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmYCxJgz0InqI4dtIx32ugjJ31Vr-RffozGl0FNo1gkeClixZhzVKT_udT62TYk06NAf9N-i49vaj8yeISJC3lLXC9bMYof5qOBrEWKXECxk6YodA7zjxnqEvpcgUcnwqJtxdKEkpXruU/s1600/shotperbin.PNG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="570" data-original-width="959" height="380" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmYCxJgz0InqI4dtIx32ugjJ31Vr-RffozGl0FNo1gkeClixZhzVKT_udT62TYk06NAf9N-i49vaj8yeISJC3lLXC9bMYof5qOBrEWKXECxk6YodA7zjxnqEvpcgUcnwqJtxdKEkpXruU/s640/shotperbin.PNG" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Vaikka biniin 0.5 jää nyt vain 250 laukausta, halusin erottaa sen omakseen, koska konversio-% verrattuna bin ykköseen on valtava, kuten alla olevasta taulukosta nähdään.</span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;">Aineiston rajallinen koko aiheuttaa muutamia hassuja tuloksia, kuten sen, että boxin ulkopuolelta puskut olisivat laukauksia todennäköisempiä maaleja. Tämä johtuu kuitenkin sattumasta, sillä aineistossa oli yhteensä vain 24 puskua boxin ulkopuolelta, mutta näistä 2 meni maaliin. Kaikissa muissa bineissä laukaukset olivat selkeästi puskuja todennäköisempiä menemään maaliin. Aivan maalinedustan (bin 0.5) konversiot ovat merkittävästi korkeammalla tasolla verrattuna muualta maalivahdin alueelta tuleviin laukauksiin ja puskuihin.</span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbLO5JFYT2ND6pdx7KUuWlCXDMBWbWpoINBL0Tm4kW0Oqf7F63GSv0mPYNGbfbgp4zNDcxqTMDe8kY74FfWCijYHQ58qaJ6PBJUtlQ8Dxn89xfD7v97zhFDHYfhgKMDq7WwCfRsJotLXI/s1600/allshots_visualized.PNG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="811" data-original-width="773" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbLO5JFYT2ND6pdx7KUuWlCXDMBWbWpoINBL0Tm4kW0Oqf7F63GSv0mPYNGbfbgp4zNDcxqTMDe8kY74FfWCijYHQ58qaJ6PBJUtlQ8Dxn89xfD7v97zhFDHYfhgKMDq7WwCfRsJotLXI/s640/allshots_visualized.PNG" width="609" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kuvassa on esitetty visuaalisesti aineiston laukaukset sekä niiden xG:t perustuen edellä esitettyihin bineihin. Todellisuudessa xG ei tietenkään muutu kuten kuvassa, sillä nyt rakennettu malli yksinkertaistaa todellisuutta yhdistelemällä laukaukset alueiden sisällä. Laukausten maalinmenotodennäköisyydet ovat kuitenkin jo tälläkin analyysillä enemmän "siellä päin", ja mallin avulla saadaan enemmän informaatiota peleistä, kuin vaikkapa pelkästään joukkueiden laukausten määrää tarkastelemalla.</span><br />
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<span style="font-family: "Trebuchet MS", sans-serif;">Case-esimerkki: AFC Eskilstuna - AIK 4.6.2017</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Uudenkarheaa xG-malliamme voi nyt hyödyntää esimerkiksi tarkastelemalla yksittäisen ottelun laukauksia ja maaliodotuksia. Valikoin tarkasteluun Allsvenskanin ottelun Eskilstuna - AIK viime kesältä (4.6.2017).</span><br />
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<span style="font-family: "Trebuchet MS", sans-serif;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1lUigCLyczPgL3ZjA08bOL7I9RIJXvEZhR8BdPHIXF8nw8GpcQX42CUqXb-N24Eq6jmSE3_ZpnDDfkIURfAIIouPc1_CDHmNSpRri6Rhim_S7lW087e45CNXkUXC_hMoKBr7TCXuL9eU/s1600/eskilstuna_shots.PNG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="817" data-original-width="602" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1lUigCLyczPgL3ZjA08bOL7I9RIJXvEZhR8BdPHIXF8nw8GpcQX42CUqXb-N24Eq6jmSE3_ZpnDDfkIURfAIIouPc1_CDHmNSpRri6Rhim_S7lW087e45CNXkUXC_hMoKBr7TCXuL9eU/s1600/eskilstuna_shots.PNG" /></a></span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kuvassa on esitetty Eskilstunan laukaukset ottelussa sekä niiden lopputulema (maali, ohi, torjunta, blokkaus). Pallon koko kuvastaa aiemmin rakentamamme BinxG-mallin antamaa todennäköisyyttä. Eskilstuna laukoi ottelussa 9 kertaa, joista yksi meni maalin.</span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh8Q8E6O7FmfctNE7DTfuRpADd95A2a4sXswE0pKEGJw0luY4BAvhrJHJpsUm167qi1indNB1hJ009_duc1ZIELleGJQ6XZqlSM8HddQ_llpqY3-KX7r8lokM9T8RQZcZIeM_h5QmN_B_o/s1600/AIK_shots.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="809" data-original-width="596" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh8Q8E6O7FmfctNE7DTfuRpADd95A2a4sXswE0pKEGJw0luY4BAvhrJHJpsUm167qi1indNB1hJ009_duc1ZIELleGJQ6XZqlSM8HddQ_llpqY3-KX7r8lokM9T8RQZcZIeM_h5QmN_B_o/s1600/AIK_shots.PNG" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">AIK laukoi 12 kertaa ja onnistui maalinteossa 3 kertaa. xG-mallimme mukainen maaliodottama AIK:lla oli noin kaksinkertainen verrattuna Eskilstunan maaliodottamaan. Pelkästään laukausten tai maalia kohti suuntautuneiden laukausten määrää tarkasteltaessa ottelu vaikuttaisi suhteellisen tasaiselta (9 vs. 12). Kuvia katsomalla kuitenkin nähdään heti, että AIK:n paikat tulivat selvästi paremmista lokaatioista ja yksinkertaistettu mallimmekin poimi tämän informaation.</span><br />
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<span style="font-family: "Trebuchet MS", sans-serif;">Ottelun loppulukemat olivat 1-3 ja BinxG:t 0.6-1.3. Stratabetin oman xG-tilastoinnin perusteella maaliodotukset olivat 0.75-2.12, eli ero rakentamaamme malliin oli melko suuri. Pääasiassa ero johtui Daniel Sundgrenin maalista, jolle mallimme antoi maaliodottamaa vain 0.13 kun taas Stratabet antoi 0.83.</span><br />
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<span style="font-family: "Trebuchet MS", sans-serif;">Tämä maali osoittaa hyvin, miksi pelkkiin laukauslokaatioihin perustuvat xG-mallit ovat puutteellisia. Alla on kaksi heikkolaatuista still-kuvaa kyseisestä tilanteesta, toinen hieman ennen laukausta ja toinen laukauksen hetkellä:</span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjnvZqdZX7qkYRKOx0wleQmGfshzDe6xiyXesAH2vejqXr1PugCVVGYCvywTtuaha9BTL9p9vSV2SB3S0r1-fXE0jXyqhb_jqd73oh4fpOCC1P75TeGcx-zpp1ecJXuhhxr8Ng1yZA3TVQ/s1600/sundgren_before_goal.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="300" data-original-width="674" height="284" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjnvZqdZX7qkYRKOx0wleQmGfshzDe6xiyXesAH2vejqXr1PugCVVGYCvywTtuaha9BTL9p9vSV2SB3S0r1-fXE0jXyqhb_jqd73oh4fpOCC1P75TeGcx-zpp1ecJXuhhxr8Ng1yZA3TVQ/s640/sundgren_before_goal.PNG" width="640" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhOKrlBSg8MWnI-fknnrTpkOtg9h1sNrH5n7grSTjNYWj74aOJQ4B00WuxiwfZDqJVjRDt-xO5xwL8W78kDu642KguAkcFRfyE3uyqJvkJKa2t_1Qum36JvNvmqIT5bNAcy0Toi2k0yVDs/s1600/sundgren_shot.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="290" data-original-width="776" height="239" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhOKrlBSg8MWnI-fknnrTpkOtg9h1sNrH5n7grSTjNYWj74aOJQ4B00WuxiwfZDqJVjRDt-xO5xwL8W78kDu642KguAkcFRfyE3uyqJvkJKa2t_1Qum36JvNvmqIT5bNAcy0Toi2k0yVDs/s640/sundgren_shot.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"><i>Kuvien lähdet: Sporttube.com</i> </span><br />
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<span style="font-family: "Trebuchet MS", sans-serif;">Kuten nähdään, niin kyseessä ei ole ihan tyypillinen laukaus pilkun kohdalta. Sundgren saa pallon pystysyötön seurauksena linjan taakse ja kontrolloi taitavasti vaikeahkon pallon siirtäen sen tyhjiin maalivahdin ohi. Monissa xG-malleissa onkin yhtenä muuttujana se, minkälaisen syötön jälkeen tilanne tuli, ja tällaiset "after throughball" -tilanteet ovat yleensä kaikkein vaarallisimmasta päästä.</span><br />
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<span style="font-family: "Trebuchet MS", sans-serif;">Mitä tästä opimme?</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Rakensimme suoraviivaisen laukausten lokaatioihin perustuvan xG-mallin, joka kuvastaa laukausten ja puskujen keskimääräistä maaliinmenon todennäköisyyttä "suunnilleen" kyseisestä lokaatiosta. Kuten esimerkkimme osoitti, mallin tarkkuus on </span><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">vielä tällaisenaan </span>melkoisen heikko. Mallimme korrelaatio aineiston maalien kanssa on 0.33, kun taas Stratabetin xG:t korreloivat maalien kanssa selvästi vahvemmin (0.46). </span><br />
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<span style="font-family: "Trebuchet MS", sans-serif;">Miten mallia voitaisiin sitten kehittää? Ensinnäkin otoskokoa tulisi kasvattaa merkittävästi, sillä 30 000 laukausta ei vielä riittänyt kovinkaan luotettavaan jaotteluun. Toinen vaihtoehto olisi (myös perustuen isompaan aineistoon) tehdä toisenlainen malli, joka perustuu laukausten koordinaatteihin. Tällöin ei tarvitsisi jaotella laukauksia alueittain, vaan voisimme ennustaa yksittäisten laukausten todennäköisyyksiä mallinnuksen, ei luokittelun perusteella. Malliin voitaisiin myös lisätä minkälaisen syötön jälkeen tilanne tuli (keskitys, läpisyöttö, kulmapotku jne.). Stratabetin aineistossa on myös subjektiiviset havainnot laukauksen laadusta, maalin ja laukojan välissä olevien puolustajien määrä sekä arvio puolustuksen paineesta pallolliselle. Näiden muuttujien avulla päästäisiin jo huomattavasti paremmin todellisuutta vastaaviin lukemiin.</span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;"><b>This article was written with the aid of StrataData, which is property of <a href="http://www.stratagem.co/" rel="nofollow" target="_blank"><span class="m_-8135507576767857648m_-4913090520412457871gmail-m_1719122705412058445gmail-m_8084553812680057942gmail-m_-6754531520354737583gmail-m_-395664339790104564gmail-m_-1922760446199303615gmail-m_-8684161569928355121gmail-m_-3938261021029055472gmail-m_-2772940477236989025gmail-il"><span class="m_-8135507576767857648m_-4913090520412457871gmail-m_1719122705412058445gmail-m_8084553812680057942gmail-m_-6754531520354737583gmail-m_-395664339790104564gmail-m_-1922760446199303615gmail-m_-8684161569928355121gmail-m_-3938261021029055472gmail-il"><span class="m_-8135507576767857648m_-4913090520412457871gmail-m_1719122705412058445gmail-m_8084553812680057942gmail-m_-6754531520354737583gmail-m_-395664339790104564gmail-m_-1922760446199303615gmail-m_-8684161569928355121gmail-il"><span class="m_-8135507576767857648m_-4913090520412457871gmail-m_1719122705412058445gmail-m_8084553812680057942gmail-m_-6754531520354737583gmail-m_-395664339790104564gmail-m_-1922760446199303615gmail-il"><span class="m_-8135507576767857648m_-4913090520412457871gmail-m_1719122705412058445gmail-m_8084553812680057942gmail-m_-6754531520354737583gmail-m_-395664339790104564gmail-il">Stratagem</span></span></span></span></span> Technologies</a>. StrataData powers the <a href="https://app.stratabet.com/" rel="nofollow" target="_blank">StrataBet Sports Trading Platform</a>, in addition to <a href="https://stratatips.co/" rel="nofollow" target="_blank">StrataBet Premium Recommendations</a>.</b></span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-86541339060842973292017-12-14T07:03:00.000-08:002017-12-14T07:03:40.448-08:00Jalkapallotilastoista<span style="font-family: "Trebuchet MS", sans-serif;">Kirjoitin <a href="https://byyri.com/jalkapallotilastotieteen-perusteet/" rel="nofollow" target="_blank">Byyri.comiin</a> tekstin jalkapallotilastoista ja ajattelin, että laitan tänne blogin puolelle vähän muokatun version samasta jutusta. Tässä se siis on:</span><br />
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<h3>
<span style="font-family: "Trebuchet MS", sans-serif;">Jalkapallotilastot ja niiden kehitys </span><span style="font-family: "Trebuchet MS", sans-serif;"></span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tilastojen hyödyntäminen ja
niiden analysoiminen jalkapallossa on viime vuosina lisääntynyt ja herättänyt
aiempaa laajempaa kiinnostusta. Silti edelleen jalkapallon julkiset tilastot
erityisesti Suomessa koostuvat pääosin maaleista, kulmapotkuista, paitsioista,
korteista, pallon hallinnasta, laukauksista ja muista niin sanotuista
“perustilastoista”. Pelin syvällisempää analysointia varten nämä perustilastot
tarjoavat hyvin rajalliset lähtökohdat ja sen vuoksi niiden rinnalla on alettu
koota koko ajan kasvavaa määrää yksityiskohtaisempia ja monipuolisempia
tilastoja. Voidaan sanoa, että jalkapallossakin on alettu hakea etua
baseball-seura Oakland Athleticsin tapaan “money ball” -tyylisesti tilastoja
tutkimalla. Tilastojen kysynnän lisääntyessä, sekä seurojen ja
analyytikoiden kiinnostuksen herättyä, markkinoille on tullut useita dataa
kerääviä ja myyviä yrityksiä, kuten Opta, InStat ja Stratabet. Tilastojen
analysoinnin tekee kuitenkin haastavaksi se, että kaikilla näillä on omat
tapansa kerätä dataa ja tilastoida tapahtumia. Esimerkiksi saman ottelun
tilastoissa voi Stratabetin ja Optan keräämän aineiston perusteella olla
merkittäviä eroja. Veikkausliigasta kunnollista dataa on saatavilla vain itse
keräämällä tai käyttämällä InStatin tilastoja, jotka eivät valitettavasti ole
kovinkaan laajalti raportoituja saatikka helposti saatavilla edes
Veikkausliigan omilla sivuilla. </span></div>
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Yksi askel kohti kehittyneemmän
tilastoinnin laajempaa hyväksyntää ja käyttöä tapahtui syksyllä 2017, kun
Brittiläinen Sky Sports alkoi raportoimaan niin sanottuja “expected goals”
-tilastoja lähetyksissään. Expected goals, tai tuttavallisemmin xG onkin tämän
hetken puhutuimpia, mutta myös ristiriitaisimpia jalkapallon tilastoja. xG
pyrkii mittaamaan maalipaikan tai laukauksen todennäköisyyttä mennä maaliin ja
sen arvo vaihtelee nollan ja yhden välillä (0-100%). Hieman toisistaan
poikkeavia xG-malleja on nykyään kymmenillä eri toimijoilla ja useat tahot
raportoivat omat lukunsa julkisesti Twitterissä tai muissa medioissa.
Yksittäisen ottelun xG:t voivat olla esimerkiksi 1,3 kotijoukkueelle ja 2,7
vierasjoukkueelle. Tällöin voidaan todeta, että ottelun päätyttyä 1-1 oli
vierasjoukkue xG-mallin perusteella epäonnekas, kun se joutui tyytymään
tasapeliin. Käytännössä xG toimii paremmin hieman pidemmällä otannalla, joten
esimerkiksi viiden ottelun jälkeen voidaan jo kohtuullisella varmuudella löytää
onnekkaimmat ja epäonnekkaimmat joukkueet.</div>
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Puhtaasti tilastoihin
perustuvissa xG-malleissa on omat heikkoutensa, sillä todennäköisyydet
perustuvat suureen määrään suunnilleen vastaavanlaisia maalipaikkoja. Malleissa
on käytännössä jonkin verran eroavaisuuksia, mutta kaikissa on sama
perusperiaate: xG-mallit pyrkivät antamaan laukauksille todennäköisyyden mennä
maaliin perustuen sellaisiin aiempiin laukauksiin, jotka ovat lähteneet
samasta, tai suunnilleen samasta kohdasta kentällä. Alla on esimerkkikuva xG-mallin pohjalla olevasta "kehikosta", jossa laukaukset on jaettu alueisiin (bineihin) ja sitten analysoitu millä todennäköisyydellä kultakin alueelta on tehty maali. Palaan tarkemmin xG-malleihin tulevissa kirjoituksissani.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiUDJV9UY4YF-UPbNbhv4yFbtoZRXikDBnx_92JR5h0L7GIE5uhWNttQu-YMvrlssu6CgTZXy7MzTIQUKWE7VMk4q7OBhj6k2INhZyMyfTp9rR5a4rXsFCA7Kdgc0Gq8TodZnG_ieGqceM/s1600/footballfield_BINS.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="930" data-original-width="1194" height="498" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiUDJV9UY4YF-UPbNbhv4yFbtoZRXikDBnx_92JR5h0L7GIE5uhWNttQu-YMvrlssu6CgTZXy7MzTIQUKWE7VMk4q7OBhj6k2INhZyMyfTp9rR5a4rXsFCA7Kdgc0Gq8TodZnG_ieGqceM/s640/footballfield_BINS.png" width="640" /></a></div>
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Yleisesti xG-mallien ongelmana on se, että
pelaajan asentoa, tasapainoa, lähellä olevien puolustajien määrää tai häirintää
ei voida pelkillä laukaisutilastoilla huomioida riittävästi. xG-mallit eivät
myöskään yleensä huomioi lainkaan tilanteita, joista ei tullut laukausta,
vaikka itse tilanne olisi ollut erittäin vaarallinen muutoin. Puutteistaan ja
rajallisuudestaan huolimatta xG-mallit ennustavat selvästi paremmin joukkueiden
tulevaa menestystä kuin vaikkapa maaleihin tai laukauksiin perustuvat mallit.
Toisin sanoen xG-mallit tuovat lisäarvoa verrattuna perinteisiin tilastoihin,
vaikka ne eivät täydellisiä olekaan. Jotkut toimijat, kuten Stratabet, ovat myös tuoneet tilastoihinsa subjektiivisia muuttujia, kuten laukauksen laatu ja puolustuksen paineistus. Stratabet tilastoi myös vaaralliset paikat, joista ei tule laukauksia ("dangerous moments") sekä puolustajien määrän laukojan ja maalin välissä.</div>
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Mihin jalkapallossa tarvitaan
tilastoja?</div>
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Tilastoista voivat hyötyä niin
seurajohtajat, valmentajat kuin pelaajatkin. Lisäksi esimerkiksi vedonlyöjät
ovat jo pidempään hyödyntäneet tilastoja pyrkiessään voittamaan
vedonvälittäjät. Brentfordin ja Midtjyllandin omistaja Matthew Benham on tehnyt
omaisuutensa vedonlyönnillä ja edelleen hänen yhtiönsä Smartodds tekee ja myy
analyysejaan ja tilastojaan ammattimaisille vedonlyöjille. Myös Brightonin
omistaja Tony Bloom on tehnyt omaisuutensa pokerilla ja vedonlyönnillä.
Bloomilla on Benhamin tapaan oma tilastoja hyödyntävä vedonlyöntianalyysiyhtiö. Erityisesti Matthew Benham on tuonut tilastoihin
perustuvan ajattelunsa myös käytäntöön omistamissaan seuroissa ja vieläpä
erittäin menestyksekkäästi. </div>
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Tilastojen avulla voidaan saada
parempi kuva joukkueiden todellisesta tasosta ja niiden menestyksen takana
olevista tekijöistä, kuin pelkästään katsomalla sarjataulukkoa. Viisas
johtoporras ei anna potkuja valmentajalleen, jonka joukkueella on ollut
alkukaudesta heikko tuuri, mutta peliesitykset ovat olleet muuten kohtuullisia
tai hyviä joukkueen odotettuun tasoon nähden. Tällaisessa tapauksessa potkut
luultavasti näyttävät jälkikäteen hyvältä ratkaisulta, koska joukkueen
pistetahti alkaa pidemmässä juoksussa vastaamaan sen peliesityksiä. Muutosta
parempaan ei usein kuitenkaan selitä uusi valmentaja vaan niin sanottu
“regression to the mean” eli alkukauden huonon tuurin normalisoituminen.</div>
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Tilastojen avulla joukkueen
valmennus voi myös opettaa pelaajille, minkälaisia laukauksia se haluaa nähdä
kentällä ja mihin tämä valmennuksen toive perustuu. Esimerkkinä on Suomessa
paljon käytetty VPS:ää Petri Vuorisen ja Jani Sarajärven valmennuksessa. VPS
pyrkii mieluummin jatkamaan pallonhallintaa, kuin laukomaan epätodennäköisistä
paikoista. Toisin sanoen VPS pyrkii välttämään matalan xG:n laukauksia ja
pyrkii laukomaan mieluummin vain parhaista maalintekosektoreista.</div>
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Analytiikan avulla voidaan myös
tutkia tulevien vastustajien toiminta- ja rakentelumalleja syöttökarttojen ja
niin sanottujen xG-ketjujen avulla. Niiden avulla voidaan visualisoida miten
vastustajat rakentavat peliään ja kuka heidän pelaajistaan on avainasemassa
vaarallisissa hyökkäyksissä? Lisäksi tilastojen ja analyysien perusteella voidaan löytää pelin osa-alueita, joilta löytyy hyödynnettäviä epätehokkuuksia. Alla on mainio lainaus Brentfordin <a href="http://bleacherreport.com/articles/2718752-brentfords-moneyball-way-to-beat-football-teams-with-huge-budgets" rel="nofollow" target="_blank">Rasmus Ankersenin haastattelusta</a>, jossa hän puhuu erikoistilanteista: </div>
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<i>Brentford don't merely aim to run their club differently, but to also play the game differently. Ankersen is obsessed with "inefficiencies" in how football is played.<br /><br />Perhaps the biggest is set pieces. "People in football tend to feel that a set-piece goal is not worth as much as a normal goal, which is obviously romance and bulls--t." Ankersen also laments that teams neglect set pieces in training, even though they account for one-third of all goals.<br /><br />"Could you imagine a company that spends 10 percent of their time on where 35 percent of their revenue comes from? That's what happens in football."<br /><br />There is, he believes, "big potential" for teams who focus on being more productive from set pieces. As such, Brentford have a set-pieces coach, a ball-striking coach and even used a throw-in coach last summer. Ankersen thinks that ultimately football might have as many special skills coaches as the NFL.</i></div>
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Pelaajien tilastot - voidaanko
perinteisestä skouttauksesta luopua kokonaan?</div>
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Joukkuetason lisäksi tilastoja
voidaan hyödyntää pelaajien merkitystä ja tasoa arvioitaessa. Yksi selkeä
hyödyntämismahdollisuus näille uusille tilastoille onkin pelaajahankinnat. Parhaimmillaan
joukkueet välttyvät tilastojen avulla ostamasta edelliskauden parasta
maalintekijää, mikäli osoittautuu, että pelaajalla oli ollut poikkeuksellista
tuuria. Hyödyntämällä xG:tä voidaan tutkia eroaako pelaajan maalimäärä ja
odotettu maalimäärä toisistaan ja joukkue voi välttyä maksamasta ylihintaa
pelaajasta, jonka onnistumiset ovat olleet enemmän onnen kuin taidon
aikaansaannoksia. Tilastot yksin eivät ole avain onneen, mutta ne kertovat
asioita, joita ihmissilmä ei välttämättä muuten pysty kunnolla huomioimaan. </div>
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Yleinen tapa tilastoja
tarkastellessa on se, että pelaajien tilastot yhteismitallistetaan joko
käyttämällä per 90 minuuttia tai per 100 possessions -tilastoja. Tavoitteena on
pystyä vertailemaan pelaajia, jotka ovat pelanneet eri minuuttimäärät ja/tai
pelaavat erilaiset pelitavat omaavissa joukkueissa. Mikäli kaksi pelaajaa ovat
molemmat tehneet 10 maalia, mutta toinen on pelannut 30 peliä ja toinen 10
peliä, on aika selvää, että jälkimmäinen suoritus on kovempi. Useimmiten myös
rangaistuspotkumaalit jätetään pois tarkastelusta, koska ne ovat suorituksina
niin erilaisia kuin muut pelitilanteet ja lisäksi ne vääristävät pelaajien
vertailua. Näiden “korjattujen” tilastojen avulla on helpompi vertailla
pelaajien esityksiä riippumatta heidän peliminuuteistaan ja asemastaan
joukkueen rangaistuspotkujen nokkimisjärjestyksessä.</div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Perinteisesti jalkapalloseurat
ovat käyttäneet pelaajatarkkailijoita, kun ne metsästävät uusia Messejään.
Vaikka tilastojen käyttö on yleistynyt huomattavasti, tilastot eivät missään
tapauksessa korvaa tai poista pelien katsomisesta saatavan informaation arvoa.
Tilastoista voidaan kuitenkin paremmin nähdä pidemmän aikavälin kehitystä sekä
saada isompi otos pelaajan taidoista, kuin tarkkailemalla muutama peli
katsomosta. Tilastoista on oikein käytettynä mahdollista saada monenlaista
lisäarvoa ja uusia ajatuksia. Se, että tilastot eivät tee pelien ja pelaajien
tarkkailusta turhaa, ei tarkoita sitä, että tilastot olisivat turhia. Parhaaseen
lopputulokseen päästään kun yhdistetään tilastoista saatava informaatio
näköhavaintoihin ja muihin pelaajan ominaisuuksien, myös henkisten,
arviointiin.</span> </div>
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Euroopan suurissa sarjoissa on
havaittu nuorten pelaajien syöttötaidon (assists ja key passes) ennustavan
erittäin hyvin heidän tulevaa menestystään hyökkäyspään pelaajina. Erilaisista
tilastoaineistoista voidaan pyrkiä rakentamaan malleja, jotka ennustavat pelaajien
kehitystä ja menestystä ja mahdollistavat aliarvostettujen pelaajien ostamisen
seuroihin ennen kuin muut seurat ovat samoilla apajilla kilpailemassa näistä
nuorista lahjakkuuksista. Tällainen toiminta vaatii rohkeutta ja uudenlaista
ajattelua, mutta myös vahvaa analyysiosaamista onnistuakseen. Palkinto
ennusteiden onnistumisesta voi olla taloudellisesti ja urheilullisesti erittäin
merkittävä, joten tulevaisuudessa tulemme luultavasti näkemään enemmän seuroja,
jotka luottavat tilastoihin perustuviin malleihin osana
rekrytointiprosessejaan.</div>
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</span>Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-777787324064012017-11-29T01:29:00.001-08:002017-11-29T01:29:34.884-08:00HJK kulmat - osa 2<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">Edellisessä jutussa kirjoitin HJK:n kulmapotkuista melko yleisellä tasolla. Nyt ajattelin käydä kulmia läpi hieman tarkemmin ja myös osittain pelaajakohtaisesti. </span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjm4zjA8Q813EQeZvlCrEW1D_ZbUuMYlfuvxiVeyQdhQoVoXblLNRpUuJXKjp3f_-Gssv59K5ba0hC387oh-wQo02NdaiRnhZQCOL_LJcXwyGa2p1iDwLYfWTBAxB2j_PtbUzXRCqx12KI/s1600/HJK2017cornerconversionsTEAM.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="481" data-original-width="859" height="358" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjm4zjA8Q813EQeZvlCrEW1D_ZbUuMYlfuvxiVeyQdhQoVoXblLNRpUuJXKjp3f_-Gssv59K5ba0hC387oh-wQo02NdaiRnhZQCOL_LJcXwyGa2p1iDwLYfWTBAxB2j_PtbUzXRCqx12KI/s640/HJK2017cornerconversionsTEAM.PNG" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Muistutuksena vielä miten HJK:n kulmapotkut jakautuivat tyypeittäin. Eli lähes kaksi kolmasosaa oli sisäänpäinkiertäviä ja näiden kulmien konversio-% oli myös kulmatyypeistä paras. Vastaava järjestys oli myös </span><span style="font-family: "trebuchet ms" , sans-serif;"><span class="UserNameBreak"></span><span class="username u-dir" dir="ltr">@<b>Minor_LS</b></span>:n koko sarjaa käsittelevässä kulmapotkukatsauksessa (<a href="https://minorleaguesoccer.wordpress.com/2016/10/21/which-veikkausliiga-team-is-most-effective-from-corners/">https://minorleaguesoccer.wordpress.com/2016/10/21/which-veikkausliiga-team-is-most-effective-from-corners/</a>), eli ulospäinkiertävissä laukausprosentti oli korkeampi ja sisäänpäinkiertävissä konversioprosentti oli korkeampi.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">HJK:n kulmapotkujen antajat kaudella 2017</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kulmia antoi yhteensä 11 pelaajaa, mutta jätin Moreloksen nopeana ja lyhyenä antaman kulman pois aineistosta, koska se oli selvästi "ei harjoiteltu" tilanne, josta ei seurannut mitään. Morelos ei myöskään antanut tuon yhden kulman jälkeen yhtään kulmapotkua kauden aikana.</span><span style="font-family: "trebuchet ms" , sans-serif;"> </span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiTRu388P37CD1eUiyGABLvDzmNigGLBdJ4j_QnUN6uNQVT7IVPtdAJgP8qysdctahBcmN8T3-MUO2W3xYBhsz_gpwS4HAiy9TJAHozda202FKtzpheTmbq7RE-gFsXaZqBRln1WotN3Pc/s1600/HJK2017cornertypes_players.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="604" data-original-width="935" height="412" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiTRu388P37CD1eUiyGABLvDzmNigGLBdJ4j_QnUN6uNQVT7IVPtdAJgP8qysdctahBcmN8T3-MUO2W3xYBhsz_gpwS4HAiy9TJAHozda202FKtzpheTmbq7RE-gFsXaZqBRln1WotN3Pc/s640/HJK2017cornertypes_players.PNG" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuvassa on esitetty kulmia antaneet pelaajat laskevasti vasemmalta oikealle. Mosa antoi selvästi eniten kulmia. Erityisesti Mosan, mutta osin myös Pirisen kulmat painottuivat alkukauteen (Mosan kohdalla syynä tietysti loukkaantuminen, mutta mahdollisesti myös muut syyt; ks. seuraava kuvio). Loppukaudesta kulmavastuu jakautui selvästi alkukautta tasaisemmin, sillä niin Schüller, Onovo, Dahlström, Mensah, Lingman kuin Valenĉi</span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">ĉkin saivat vastuuta vasta kesäkuun puolivälin jälkeen.</span></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh2bZeazES0cSkqOGq6O2Q3_fMDf7H8LmNjfJ9xzjnGg3kLAhnIiaCM7LD8Cg4WsdhnJTKOFSxR8eoL65dxJReqyzvs0FyUNR0PLB-Mi6vOx8PuAxwmOqaSIC6wExH7lvYYDYoaLTwK-jc/s1600/HJK2017cornerconversions_players.PNG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="624" data-original-width="973" height="410" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh2bZeazES0cSkqOGq6O2Q3_fMDf7H8LmNjfJ9xzjnGg3kLAhnIiaCM7LD8Cg4WsdhnJTKOFSxR8eoL65dxJReqyzvs0FyUNR0PLB-Mi6vOx8PuAxwmOqaSIC6wExH7lvYYDYoaLTwK-jc/s640/HJK2017cornerconversions_players.PNG" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Kuvassa pallon koko kuvaa kauden aikana annettujen kulmien määrää. Laukausprosentti (eli kuinka monta prosenttia kulman antajan kulmista johti laukauksiin) on x-akselilla ja konversioprosentti (eli kuinka monta prosenttia kulman antajan kulmista johti maaliin) y-akselilla.</span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Kuten huomataan, alkukaudesta päävastuussa olleet Mosa ja osin myös Pirinen eivät pääse keskimääräisen konversioprosentin (katkoviiva kuvassa) lähelle. Myöskään Akseli Pelvaksen kulmista ei tullut konversioita tai laukauksia hyvällä prosentilla. </span></span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Valenĉi</span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">ĉin, Mensahin, </span></span>Lingmanin ja Onovon otoskoot olivat niin pieniä, ettei niistä voi tehdä johtopäätöksiä. </span></span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Schüllerilläkin oli kauden aikana vain 10 kulmaa, joten satunnaisuudella on suuri merkitys. Atom erottuu edukseen enemmän kulmia antaneista hyvällä laukaus- ja konversioprosentillaan. Myös Dahlströmin luvut ovat erittäin hyviä. </span></span></span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Kulmapotkujen vaarallisuus </span></span></span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Monella pelaajalla annettujen kulmien määrä oli niin pieni, että varsinkaan konversioprosentti ei välttämättä kerro totuutta kulmien vaarallisuudesta. Tätä varten tein omat karkeat arviot kulmatilanteiden vaarallisuudesta asteikolla: </span> </span></span></div>
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<ol>
<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Ei tilannetta / vaaraa</span></span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Huono tilanne / alhainen vaara</span></span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Kohtuullinen tilanne / vaara</span></span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Hyvä tilanne</span></span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Erinomainen tilanne</span></span></li>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Arviossa pyrin huomioimaan tilanteen vaarallisuuden riippumatta siitä tuliko kulmasta laukausta tai ei. Eli esimerkiksi vaarallinen keskitys hyvälle maalintekosektorille saattoi olla kohtuullinen tilanne, vaikka HJK:n pelaajat eivät päässeet palloon sillä kertaa. Maaliodotusarvon (xG) laskemiseksi annoin edellä mainituille luokitteluille myös "oletetut" maaliodotukset, jotka olivat:</span></span></div>
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<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Ei tilannetta / vaaraa = 0</span></span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Huono tilanne / alhainen vaara = 0,02</span></span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Kohtuullinen tilanne / vaara = 0,07</span></span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Hyvä tilanne = 0,20</span></span></li>
<li><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Erinomainen tilanne = 0,40</span></span></li>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Koska arviot ovat hyvin karkeita ja subjektiivisia, tästä ei saa tekemälläkään eksaktia tiedettä. Uskoisin kuitenkin, että tämäkin luokittelu antaa kuitenkin paremman kuvan kulmien vaarallisuudesta kuin pelkät laukaus- tai konversioprosentit.</span></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxobkHFmqjATEAEhC5MgCVjN2QSv_2d3gdrt3-5_gj2gGdsv6UnpkKmeEoOwdcDIN2FOlqk6bJeeg_rO88Og0jD2Jnx0Bms03U33I_FRx-6-hUZTKNiUOMehQNV3CIPW0prE3_oJVWhYo/s1600/HJK2017xGs_players.PNG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="654" data-original-width="990" height="422" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxobkHFmqjATEAEhC5MgCVjN2QSv_2d3gdrt3-5_gj2gGdsv6UnpkKmeEoOwdcDIN2FOlqk6bJeeg_rO88Og0jD2Jnx0Bms03U33I_FRx-6-hUZTKNiUOMehQNV3CIPW0prE3_oJVWhYo/s640/HJK2017xGs_players.PNG" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Näihin ei kannata siis suhtautua liian vakavasti absoluuttisina lukuina, mutta ne kertovat joka tapauksessa konversioita enemmän kulmien vaarallisuudesta. Tällä mittarilla Atomin kulmat loivat kokonaisuudessaan selvästi eniten maaliodotusta ja toiseksi eniten / annettu kulma. Kuten edellä todettu, niin vähän kulmia antaneiden osalta näissä sattumalla on iso vaikutus (esim. </span></span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Valenĉi</span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">ĉin kohdalla yksi erinomainen maalipaikka aiheuttaa sen, että xG/kulma nousee korkeaksi).</span></span></span></span></span></span><br />
<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><br /></span></span></span></span></span></span>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Aktiivisimmat pelaajat kulmatilanteissa</span></span></span></span></span></span></h3>
<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><br /></span></span></span></span></span></span>
<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">HJK:n kulmapotkuista seurasi laukaus noin 41 % kerroista. Eniten laukauksia kulmista tai jälkitilanteista oli Ville Jalastolla.</span></span></span></span></span></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjBTjcmr3B0TEhFfEiSnf03UA0sogRzf_66EIt-YnBY4agNtmKir1YCmr1Fs0RtlM5s6lw1xko_FP7pUnO3LtCIDbEa2rKprnV8T0pkI-qXDuyZy50Na7Y87sc5zH7zOitXE9oGltzQFYw/s1600/HJK2017shots_players.PNG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="628" data-original-width="933" height="430" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjBTjcmr3B0TEhFfEiSnf03UA0sogRzf_66EIt-YnBY4agNtmKir1YCmr1Fs0RtlM5s6lw1xko_FP7pUnO3LtCIDbEa2rKprnV8T0pkI-qXDuyZy50Na7Y87sc5zH7zOitXE9oGltzQFYw/s640/HJK2017shots_players.PNG" width="640" /></a></div>
<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><br /></span></span></span></span></span></span>
<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Jos katsotaan kulmatilanteita sen valossa, että ketkä HJK:n pelaajista olivat niissä avainasemassa, niin laukausten ja kulmien antajien lisäksi keräsin tiedon siitä, kuka oli ensimmäinen HJK:n pelaaja, joka kosketti palloon kulmapotkun jälkeen (nämä siis vain sellaisia, joissa HJK:n pelaaja koski palloon ensimmäisenä kulman jälkeen, ei esim. maalivahdin nyrkkeilyn tai puolustajan purun jälkeen).</span></span></span></span></span></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgHA7ZTb7smdxwaWz6EuRRbq_KgeOPT7MrfXztDNUuNbk1G0SZynQYxMiG-hSXGEakF2JrxJJk79BR9f3cHq23rn8b9Ra06D9FbZMraOcm38VWj3QeEsSr8OyZL7WtBZXgR7GF6ror-QIc/s1600/HJK2017firsttouches_players.PNG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="630" data-original-width="934" height="430" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgHA7ZTb7smdxwaWz6EuRRbq_KgeOPT7MrfXztDNUuNbk1G0SZynQYxMiG-hSXGEakF2JrxJJk79BR9f3cHq23rn8b9Ra06D9FbZMraOcm38VWj3QeEsSr8OyZL7WtBZXgR7GF6ror-QIc/s640/HJK2017firsttouches_players.PNG" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><br /></span></span></span></span></span></span>
<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">HJK:n pelaaja pääsi ensimmäisenä palloon noin joka toisessa kulmapotkussa. Selvästi aktiivisimmat pelaajat olivat Mensah, jota käytettiin pääasiassa lyhyiden kulmien vastaanottajana sekä Obilor, jota targetoitiin boxin sisällä.</span></span></span></span></span></span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-79612829769154301892017-11-28T04:35:00.000-08:002017-11-28T04:35:15.959-08:00HJK:n kulmapotkut kaudella 2017<div style="text-align: justify;">
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<span style="font-family: "Trebuchet MS", sans-serif;">Tein aiemmin Twitterin puolella taulukon Veikkausliigajoukkueiden kulmapotkuista.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Taulukosta nähdään joukkueiden kulmat ja niitä vastaan annetut kulmat sekä näistä syntyneet maalit. HJK:lla oli selvästi eniten kulmapotkuja ja se pystyi viimeistelemään 16 maalia kulmapotkuistaan. Viimeistelyprosentti 6,9 on parempi kuin millään joukkueella viimeisten kolmen kauden aikana.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kuvasta nähdään, että joukkueiden tehoissa on merkittäviä eroja kausien välillä. Erityisesti HJK:n luvut ovat kaikkien kolmen kauden osalta täysin erilaisia. Kaudella 2015 HJK:ta vastaan tehtiin suhteesssa eniten maaleja kun taas kaudella 2016 lähes vähiten. Kolmen kauden keskimääräinen viimeistelyprosentti kulmapotkuista oli Veikkausliigan tasolla noin 3,3 %. Tämä tarkoittaa siis, että keskimäärin noin joka 30. kulmapotku johtaa maaliin. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">HJK:n kauden 2017 kulmapotkut</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kävin läpi Ottelukeskuksesta kaikki HJK:n kauden 2017 kulmapotkut. Valitettavasti kuvamateriaali oli hieman rajallista joidenkin tilanteiden osalta ja esimerkiksi elokuun HJK-RoPS -ottelun kulmapotkut puuttuivat kokonaan. </span><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">Jätin
aineistosta huomiotta sellaiset kulmapotkut, jotka annettiin aivan
pelin lopussa ajan pelaamiseksi tai olivat hätäisiä harjoittelemattomia
kuvioita (yhteensä 8 kpl). Varsinaisia kulmapotkuja HJK antoi 225
kappaletta, ja niistä tai niiden jälkitilanteista tehtiin siis 16
maalia, eli todellinen konversio-% oli hieman yli 7 %.</span></span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"> Jaottelin kulmat lyhyisiin, sisäänpäinkiertäviin ja ulospäinkiertäviin. HJK preferoi selvästi sisäänpäinkiertäviä kulmapotkuja, kuten alla olevasta kuvasta nähdään:</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Melkein 2/3 HJK:n kulmapotkuista annettiin sisäänpäin kiertävinä. Mielenkiintoista on myös tarkastella erilaisten variaatioiden frekvenssiä vastustajien mukaan.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Taulukosta nähdään, että HJK:lla oli selvästikin erilaisia taktiikoita eri vastustajia vastaan. Osan lukemista selittää tietysti sattuma, sillä kulmapotkujen määrät vaihtelevat melko paljon. Lahtea vastaan kaikki kulmat annettiin sisäänpäinkiertävinä ja Ilvestä vastaan yli puolet ulospäinkiertävinä. Sen sijaan Kemiä vastaan lähes puolet kulmista pelattiin lyhyinä. Näin selkeitä trendejä ei varmasti selitä pelkkä sattuma, vaan valmennus on varmastikin ohjeistanut vastustajakohtaisesti käyttämään erilaisia kulmakuvioita.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Mihin HJK:n kulmat annettiin?</span></h4>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgAsWq4P20PFpRO2mal3077XVgKA43e3DS-EkD92hRguJacCEVYKOSgwso6SNTzAp9TATbq2EEzp3QeWmxdpjR4hs6XOPhFesSoP-GvgXjQlRVscVeVT7WJ0XL2GopmSB-1Ay6eAlIsXHI/s1600/HJK2017Cornerlocations.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="490" data-original-width="730" height="428" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgAsWq4P20PFpRO2mal3077XVgKA43e3DS-EkD92hRguJacCEVYKOSgwso6SNTzAp9TATbq2EEzp3QeWmxdpjR4hs6XOPhFesSoP-GvgXjQlRVscVeVT7WJ0XL2GopmSB-1Ay6eAlIsXHI/s640/HJK2017Cornerlocations.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Nämä luokittelut ovat melko karkeita ja subjektiivisia, sillä kaikista tilanteista ei tosiaan ollut kunnollista kuvamateriaalia ja osassa valitsin mielestäni lähimmän vaihtoehdon näistä neljästä. Uskoakseni esimerkiksi takatolpalle suunnattuja kulmia oli luultavasti hieman enemmän kuin mitä yllä on esitetty.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgDsyUrt-aKhbWTNfU1Sy2UNbWZ7aO4LQHJtrYLv3CX443DcSFjsXzC-CVuGipm7Cg8kN9mUxJETbt_93EA4XBnibvHl1Q1vKquKTQK341O6Ds4Au_iFqPogI-UOzPF4gIkKwBbglhjwmE/s1600/HJK2017Cornerlocations_byopponent.PNG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="271" data-original-width="372" height="291" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgDsyUrt-aKhbWTNfU1Sy2UNbWZ7aO4LQHJtrYLv3CX443DcSFjsXzC-CVuGipm7Cg8kN9mUxJETbt_93EA4XBnibvHl1Q1vKquKTQK341O6Ds4Au_iFqPogI-UOzPF4gIkKwBbglhjwmE/s400/HJK2017Cornerlocations_byopponent.PNG" width="400" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Näistä ei voi tehdä yhtä selviä johtopäätöksiä taktisista valinnoista kuin kulmatyypistä (sisäänpäinkiertävät, lyhyet ja ulospäinkiertävät), koska luokittelujeni subjektiivisuuden lisäksi jakaumaan vaikuttaa potkun onnistuminen (eli päätyikö se lopulta sinne, mihin oli tarkoitus).</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Maalit ja laukaukset </span></h4>
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<span style="font-family: "Trebuchet MS", sans-serif;">Katsotaan lopuksi vielä, miten laukaukset ja maalit jakautuivat eri vastustajia vastaan. HJK:n 16 kulmapotkutilannemaalista 3 tehtiin Kemiä vastaan. Lahtea vastaan Klubi ei sen sijaan onnistunut kertaakaan.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tilastot: Veikkausliigan InStat-tilastot & Ottelukeskuksen videomateriaali</span></div>
Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-29961223673612043082017-11-22T10:15:00.002-08:002017-11-22T10:15:50.673-08:00Per 100 possessions vs. per 90 minutes - lyhyt intro<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS", sans-serif;">Koripallon analytiikassa on jo pidempään vertailtu numeroita pallonhallintajakson (possessions) avulla. Jalkapallossa vertailussa on tyypillisesti käytetty "per 90 minuuttia" -lukuja, jolloin voidaan esimerkiksi vertailla erilaisia peliminuutteja pelaavia pelaajia keskenään. Viime aikoina myös jalkapallon puolella on virinnyt keskustelua siitä, olisivatko "per possession" -luvut kuningaslajissakin perusteltuja tai parempia.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Possession -ajattelua jalkapallossa on vastustettu muun muassa sillä syyllä, että hyvät joukkueet pitävät palloa enemmän, jolloin niiden luvut vääristyvät, mikäli käytetään "per 100 possessions" -lukuja. Käytännössä kuitenkin "per 90 minuuttia" -lukuihin vaikuttavat sekä "tehokkuus" (per possessions) että tempo (montako possessionia per ottelu). Possessions -tarkastelun voidaan siis tavallaan ajatella tuovan uuden näkökulman verrattuna "per 90" -tilastoihin.</span></div>
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<i><span style="font-family: "Trebuchet MS", sans-serif;">"Per possession statistics help us to put all teams on an equal footing, no matter what tempo they play at." </span></i></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Pelaajien osalta </span><span style="font-family: "Trebuchet MS", sans-serif;">"per 100 possessions" on siinä mielessä reilumpi kuin "per 90 minuuttia", että pelaajalla voi olla täysin erilainen määrä mahdollisuuksia (=possessions) pallon kanssa kuin jollain toisella pelaajalla. Esimerkkinä pelaaja 1, jonka joukkueella on 100 possessionia / 90 minuuttia ja pelaaja 2, jonka joukkueella on 120 possessionia / 90 minuuttia. Lisäksi oletetaan, että molemmilla pelaajilla on </span><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">3 laukausta ja 0,4 maalia per 90 minuuttia</span>:</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Pelaajan 1 luvut ovat tässä tapauksessa samat kuin per 90 minuuttia, koska oletuksena oli 100 possessionia per 90 minuuttia (3 laukausta ja 0,4 maalia per 100 possessionia).</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Pelaajan 2 luvut sen sijaan ovat merkittävästi erilaiset, kun tarkastellaan "per 100 possessions" -tilannetta: </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">3 laukausta / 120 * 100 = 2,5 laukausta / 100 possessions </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">0,4 maalia / 120 * 100 = 0,33 maalia / 100 possessions</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tilanne on pelaajan 2 osalta näin tarkasteltuna melko paljon heikompi, vaikka "per 90 minuuttia" tarkastelussa pelaajat olivat yhtä hyviä. Jos mietitään tilannetta, niin käytännössä laukauksia ja maaleja voi tulla vain mikäli omalla joukkueella on pallo hallinnassa (pl. omat maalit). Näin ajateltuna pelaajalla 2 on selvästi useampia mahdollisuuksia laukoa / ottelu ja sitä kautta tehdä maaleja kuin pelaajalla 1. Todellisuudessa asia ei tietysti ole aivan näin suoraviivainen, mutta "per 100 P" -tarkastelu tuo kuitenkin uutta näkökulmaa lukuihin.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Joukkueiden osalta pelitavalliset seikat voivat myös vaikuttaa melko paljon ottelukohtaisiin lukuihin. Käytetään esimerkkinä Veikkausliigakauden 2017 hyökkäysten määrää ja jakaumaa:</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Taulukosta nähdään vasemmalla ensin lukemat per ottelu ja oikealla lukemat per 100 possessionia. Vihreällä taustalla olevat kuvaavat keskiarvoa suurempia lukemia hyökkäystyypeittäin. Esimerkiksi VPS:n "positional attacks" -määrä per ottelu oli selkeästi muita joukkueita alhaisemmalla tasolla, mutta kun vaihdetaan tarkastelu "per 100 possessioniin", VPS nouseekin keskiarvon yläpuolelle.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Seuraavassa taulukossa on sama tarkastelu, mutta tässä tarkastellaan laukauksia hyökkäystyypeittäin:</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tässä erot eivät ole yhtä suuria kuin edellisessä taulukossa. Sanoisin kuitenkin, että "per 100 P" -tarkastelun avulla pystytään paremmin analysoimaan joukkueiden pelitavallisia tendenssejä. Otetaan taas esimerkiksi VPS, jonka laukausten määrä oli ylivoimaisesti Veikkausliigan alhaisin (6,5 / ottelu). VPS:n "pitkien hyökkäysten" (positional attacks) -laukaukset olivat nekin liigan alhaisimmat. Kun korjataan lukuja pallonhallintajaksojen määrillä, tilanne muuttuukin jonkin verran. "Per 100 P" -tarkastelussa RoPS:lla on Veikkausliigan vähiten laukauksia pitkistä hyökkäyksistä ja myös JJK on käytännössä täsmälleen samoissa lukemissa VPS:n kanssa. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">"Per 100 P" -tarkastelu tulee varmasti lisääntymään jatkossa. Siihen liittyy kuitenkin käytännön ongelmia (kuten miten possession on määritelty), joiden takia maiden ja liigojen välinen vertailukelpoisuus ja lukujen laajempi yleistyminen tulee varmasti kestämään vielä. Omassa Veikkausliigan InStat -aineistossa ei esimerkiksi ole ottelukohtaisesti joukkueiden possessioneiden määriä, joten pelaaja- tai ottelutasolle en pysty tätä samaa analyysiä nykyaineistollani viemään. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"><br /></span>Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-19472319461704677062017-11-16T11:59:00.000-08:002017-11-16T13:49:29.400-08:00Laukaukset ja varianssi - Case VPS<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">VPS on ollut muutaman kauden ajan erittäin mielenkiintoinen joukkue Veikkausliigassa. Petri Vuorisen ja Jani Sarajärven tulon jälkeen VPS on hallinnut palloa, syötellyt selkeästi muita joukkueita enemmän ja samalla myös laukonut selvästi muita joukkueita vähemmän. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Sain Oskari Karppiselta (<a href="https://twitter.com/oskarikarppinen">https://twitter.com/oskarikarppinen</a>)</span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"> ystävällisesti </span> käyttööni hänen keräämänsä laukaisuaineistot VPS:n kauden 2017 peleistä (aineistossa ei ole huomioitu rangaistuspotkuja). Muut tilastot perustuvat Veikkausliigan InStat -tilastoihin. Analysoin tässä postauksessa lähinnä sitä, miten VPS:n kausi laukausten osalta meni ja miten ja miksi vähäisempien, mutta vaarallisempien laukausten logiikka ja "matematiikka" toimii. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Maalipaikkojen satunnaisuus ja sen vaikutus</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">Jalkapallossa seurataan nykyään jo melko laajalti niin sanottua maaliodotusarvoa, eli xG:tä. Oikeampaa olisi puhua laukauksiin perustuvasta xG:stä, sillä todellisuudessa pelissä on myös tilanteita, joissa ei tule laukausta lainkaan, mutta maaliodotusta kertyy kuitenkin. Laukauksiin perustuvat xG-mallit approksimoivat kunkin laukauksen todennäköisyyttä mennä maaliin. Erilaiset xG-mallit huomioivat lokaation lisäksi monenlaisia muita asioita (esim. onko laukaus keskityksestä vai pystysyötöstä, onko laukaus pusku vai veto jne.), mutta en tässä jutussa käsittele xG-malleja itsessään sen tarkemmin. Se, että ymmärtää xG:n tarkoittavan laukauksen maaliin menon todennäköisyyttä riittää.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Laukausten todennäköisyys mennä maaliin kasvaa, mitä lähemmäs ja keskemmälle maalia tullaan. VPS pyrkii laukomaan hyviltä maalintekosektoreilta, vaikka se tarkoittaisi vähäisempää laukausten kokonaismäärää. Toisin sanoen VPS pyrkii välttämään matalan todennäköisyyden laukauksia silläkin uhalla, että sen laukausmäärät jäävät vastustajaa alhaisemmiksi.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tarkastellaanpa esimerkin vuoksi ensin kuvitteellista ottelua, jossa molemmilla on saman verran maaliodotusta (xG), mutta laukaukset ovat täysin erilaisia. </span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Tällaista analyysiä
ovat tehneet aiemmin useat jalkapalloanalyytikot (esim. @mixedknuts ja
@DannyPage), mutta käyn tässä lyhyesti läpi matematiikan kuitenkin</span>:</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Joukkue 1: </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">15 laukausta, kaikki melko epätodennäköisistä tilanteista -> xG / shot = 0,1 ja Total xG=1,5</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Joukkue 2: </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">3 laukausta, kaikki erittäin todennäköisistä tilanteista -> xG / shot = 0,5 ja </span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Total xG=1,5</span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Molemmilla esimerkin joukkueilla on täsmälleen sama maaliodotus (xG), eli voisi ajatella niiden voiton todennäköisyyksien olevan identtiset? Väärin. Varianssista johtuen Joukkue 1 on yksittäisessä ottelussa jonkin verran epätodennäköisempi voittaja. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Ero tuntuu yksittäisessä ottelussa melko pieneltä (38% vs. 34%), mutta täytyy muistaa joukkueiden maaliodotusten olleen täsmälleen identtiset. Todellisuudessa tällainen ero muuten tasaisessa pelissä voi antaa Joukkueelle 2 useamman pisteen edun kauden kuluessa. Mikäli joukkueet 1 ja 2 pelaisivat keskenään yhden Veikkausliiga-kauden verran otteluita, olisi Joukkue 2 keskimäärin noin 4 pistettä vastustajaansa edellä. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tässä vielä linkki Danny Pagen erinomaiseen simulaattoriin, jolla nämä luvut on laskettu ja jolla voi testailla itsekin halutessaan erilaisten laukausten vaikutusta voiton todennäköisyyteen:</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><a href="https://dannypage.github.io/expected_goals.html?share=AwOgrANKnQPqBGYUQJWx6uZ67fcMDUg">https://dannypage.github.io/expected_goals.html?share=AwOgrANKnQPqBGYUQJWx6uZ67fcMDUg</a> </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">VPS laukoi vähemmän kuin mikään muu joukkue kaudella 2017. Kuten edellä todettua, niin tämä on selvästikin valmennuksesta juontuva valintakysymys.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuvasta nähdään, että VPS laukoi useimmiten vähemmän kuin sen vastustaja. Itse asiassa koko kauden aikana oli vain 7 ottelua, jossa VPS laukoi vastustajiaan enemmän. Koko kaudella VPS laukoi 210 kertaa ja vastustajat 380 kertaa. Entäs sitten xG? Sen merkitys on selvästi suurempi kuin pelkkien laukausten, joten katsotaanpa miten xG jakautui VPS:n peleissä.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Edelleen vastustajat olivat VPS:n edellä, mutta VPS:n xG oli kuitenkin vastustajaa parempi 15 ottelussa (mustat palkit kuvassa). Tämä on selvästi parempaan suuntaus verrattuna pelkkiin laukauksiin. Kokonaisuutena VPS:n kauden 2017 odotettu "xG for" oli 31,1 maalia ja "xG against" 36,3, eli xG-ero oli hieman yli 5 maalia miinuksella. Todellisuudessa maaliero oli -13, joten xG-eron perusteella VPS:n voidaan sanoa olleen epäonninen.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">xG:n kumulatiivinen jakauma kertoo myös VPS:n valikoivuudesta. VPS laukoi selvästi vähemmän erittäin epätodennäköisiä laukauksia kuin vastustajansa. VPS:n laukausten keskimääräinen xG oli 0,148 ja vastustajien laukausten keskimääräinen xG 0,096. VPS:n laukausten keskimääräinen xG oli vastustajaa suurempi 27:ssä kauden 33:sta ottelusta.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">VPS:n kausi kolmanneksittain</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">VPS erottuu Veikkausliigassa useilla tilastomittareilla selkeästi kaikista muista joukkueista. Mielenkiintoiseksi asian tekee se, että joukkueella on selkeä ajatusmalli, jonka mukaan se pyrkii toimimaan: VPS pyrkii hallitsemaan palloa ja valikoimaan laukaisupaikat huolella. Joukkue sai osakseen paljon hehkutusta europeliensä aikoihin, mutta loppukaudesta äänensävy muuttui. Kriitikot olivat sitä mieltä, että VPS:n pelityyli ei enää toiminut, vaan vastustajat olivat "keksineet", miten VPS nollataan. Alla olevassa taulukossa on jaettu kausi kolmeen osaan, ja verrattu niiden osalta laukauksiin liittyviä avainlukuja. </span><span style="font-family: "trebuchet ms" , sans-serif;">Vastustajat eivät
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kertaa ensimmäisten 11 ottelun aikana. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Taulukosta voidaan havaita, että VPS:n paras jakso ajoittui kesäkuun ja elokuun väliin. Tällöin sekä TSR että xG-lukemat olivat selkeästi alku- ja loppukautta parempia. Loppukauden netto xG oli erittäin heikko ja mikäli huomioitaisiin viimeiset 13 peliä, niin lukema olisi entistäkin synkempi. Eniten loppukaudesta heikentyi xG against, joten ongelmat olivat enemmän puolustuspäässä kuin hyökkäyspäässä. Maaliero ja pisteet / ottelu mittarit kertovat, että alkukaudesta VPS:llä oli ehkä keskimääräistä parempaa tuuria, mutta loppukaudesta selvästi heikompaa (todellinen maaliero oli vielä heikompi kuin xG erotus).</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Puolustusongelmat näkyivät esimerkiksi pallonmenetyksissä. Omalla kenttäpuoliskolla tapahtuneet pallonmenetykset korreloivat melko vahvasti päästettyjen maalien kanssa. Kuvassa on esitetty VPS:n pallonmenetykset kausikolmanneksittain ja voimme jälleen nähdä, miten toinen kolmannes erottuu positiivisesti muista. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Pallonhallintaluvuissa
tapahtui myös muutosta kauden edetessä. Osittain alkukauden lukemat menevät kahden HJK:ta vastaan pelatun pelin piikkiin, sillä noissa kahdessa
ottelussa VPS:n pallonhallinta oli selkeästi kauden alhaisimmilla
tasoillaan. Sen sijaan menestyksekkään toisen kolmanneksen ja
ei-niin-menestyksekkään viimeisen kolmanneksen osalta eroja ei juuri
löydy.</span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Yhteenveto</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">VPS:n kausi oli vaihteleva ja sen esitysten taso hiipui selvästi loppukautta kohti. Osittain hiipuminen johtui heikentyneestä puolustamisesta (lisääntyneet pallonmenetykset + vastustajien paremmat xG:t). Osittain loppukauden heikot esitykset menevät myös epäonnen piikkiin, sillä kuten edellä nähtiin, tehtiin VPS:lle loppukaudesta enemmän maaleja, kuin mitä xG-lukemien mukaan olisi ansaittu. Tämä pelkästään tilastoihin perustuva katsaus ei pysty ottamaan kantaa siihen, mistä kaikista tekijöistä VPS:n heikompi loppukausi todellisuudessa johtui. Tilastot antavat kuitenkin osviittaa siihen suuntaan, että vaikka VPS:n esitykset heikkenivät loppukaudesta selvästi, oli myös epäonnella oma osuutensa loppukauden heikossa pistesaldossa. </span></div>
Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-748980251233891122017-11-15T03:22:00.001-08:002017-11-15T03:22:44.169-08:00Veikkausliiga 2017 - key passes<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;">Herätelläänpäs blogia henkiin vuoden luovan tauon jälkeen tarkastelemalla kauden 2017 key pass -tilastoja. Mikäli et ole jo sitä tehnyt, niin alkuun kannattaa lukea viime kauden postaukseni aiheesta (<a href="http://1907shots.blogspot.fi/2016/12/extra-attacking-and-key-passes.html">http://1907shots.blogspot.fi/2016/12/extra-attacking-and-key-passes.html</a>). Tämänkin kirjoitukseni tilastot perustuvat kaikki Veikkausliigan InStat -tilastoihin.</span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;">Key pass on siitä mielenkiintoinen tilasto, että se ei ota kantaa hyvää syöttöä seuraavan suorituksen laatuun. Käytännössä maalisyöttö voi tulla vain mikäli syötön vastaanottaja onnistuu myös. Key pass merkitään taas aina, kun syöttö johtaa maalipaikkaan (tai InStatin määritelmän mukaisesti edistää muuten hyökkäystä ja ohittaa minimissään 3 vastustajaa).</span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;">Kuten viime kaudella, niin myös kaudella 2017 key passes -tilastot korreloivat vahvasti ja positiivisesti tehtyjen maalien kanssa. Toinen asia, joka tekee key pass -tilastoista mielenkiintoisen on se, että näiden syöttöjen antaminen näyttäisi olevan "toistettava" taito. Toisin sanoen pelaajat, jotka antavat edellisellä kaudella paljon key passeja todennäköisesti antavat niitä myös tulevaisuudessa. Omalta kannaltani kaikkein kiinnostavin seikka liittyy kuitenkin nuorten pelaajien tulevaisuuden ennustamiseen. Nimittäin on havaittu (esim. <a href="https://statsbomb.com/2013/05/walking-it-in-to-the-net-2/">https://statsbomb.com/2013/05/walking-it-in-to-the-net-2/</a>) </span><span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif;">maalisyöttöjen </span>korreloivan voimakkaasti nuorten pelaajien hyvän urakehityksen kanssa. Tarkastelen siis tässä key passeja koko kauden osalta, mutta erityisellä tarkkuudella nuoria pelaajia.</span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;">Key Passes määrät ja syöttötarkkuudet pelaajilla</span></h3>
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<span style="font-family: "Trebuchet MS",sans-serif;"> </span><span style="font-family: "Trebuchet MS", sans-serif;"> </span><u><span style="font-family: "Trebuchet MS", sans-serif;">Kauden 2017 Key Pass Attempts - top25</span></u></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhGFHHpIBb-38XbzVW1p3oirFVam7hXtSZRbpVHoQ6mBMldqHUwh4YJL65POtsXO_WUK2ut1HiLGs_1JjQUI3dt_6LqLaFqvMw6WhWRgx08jV-B2Rx0HCHL_j2UWFJIcmVI9DJKl233UT8/s1600/VL2017_keypasses.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="565" data-original-width="997" height="361" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhGFHHpIBb-38XbzVW1p3oirFVam7hXtSZRbpVHoQ6mBMldqHUwh4YJL65POtsXO_WUK2ut1HiLGs_1JjQUI3dt_6LqLaFqvMw6WhWRgx08jV-B2Rx0HCHL_j2UWFJIcmVI9DJKl233UT8/s640/VL2017_keypasses.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS",sans-serif;">Kärkikolmikko erottuu muista melko selvästi koko kauden syöttöyritysten osalta, mutta mikä hienointa, listalta löytyy useita nuoria pelaajia (mm. Dahlström, Stavitski, Hostikka). Koska pelaajat ovat pelanneet hyvin erimäärän minuutteja, tarkastelen mieluummin tilastoja per 90 minuuttia, jolloin vertailu pelaajien kesken on luontevampaa.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"> </span><u><span style="font-family: "Trebuchet MS", sans-serif;">Kauden 2017 Key Passes per 90 minuuttia - top25</span></u><br /><span style="font-family: "Trebuchet MS",sans-serif;"></span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Per 90 -tarkastelussa samat nimet ovat pääasiassa listalla. Ilahduttavasti listalle pomppaa </span><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">myös </span>uusi nuori pelaaja, eli Lassi Lappalainen, jonka key pass -syöttömäärät ovat erittäin hyviä 19-vuotiaalle.</span><br />
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<span style="font-family: "Trebuchet MS", sans-serif;"> </span><u><span style="font-family: "Trebuchet MS", sans-serif;">Kauden 2017 Accurate Key Passes per 90 minuuttia - top25 </span></u></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj9ZDnZBJJMMdmn08k0ptzp2IUZFal3uRDUurxwl0n20fhlRhzOaoJqGJWRHYLubNFx_cxFW7FHF-6Xy50f6XMpltstF_IZYcI0snPuFD3se6ttdG5nETZBc8tXe4hsQ-B1Iv7YpQN760U/s1600/VL2017_SuccessfulKeyPasses_per90.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="585" data-original-width="1166" height="321" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj9ZDnZBJJMMdmn08k0ptzp2IUZFal3uRDUurxwl0n20fhlRhzOaoJqGJWRHYLubNFx_cxFW7FHF-6Xy50f6XMpltstF_IZYcI0snPuFD3se6ttdG5nETZBc8tXe4hsQ-B1Iv7YpQN760U/s640/VL2017_SuccessfulKeyPasses_per90.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS",sans-serif;">Onnistuneissa key pass per 90 minuuttia -tilastoissa listalle pomppaavat vielä Ilmari Niskanen ja Saku Ylätupa. Edellämainittu Lappalainen tippuu niukasti top 25 ulkopuolelle, mutta hänelläkin oli lähes 1,2 onnistunutta key passia / 90 minuuttia.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"> </span><u><span style="font-family: "Trebuchet MS", sans-serif;">Kauden 2017 Key Passien osuus kaikista syötöistä (top 20)</span></u></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhwOpCINswYlxHMmCfJrkeMN5mXTOusHzAHkGMZD5mX4mp1slWCCMpF-NGJRvBZIO_GT_a0wcagLfVycpgkPFVUbVN36A5f9FK9-zGvyzl6lpGYR2A_gnfjs06W25O5wYiaCT1X-XzGCeA/s1600/vl2017_keypass_share.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="630" data-original-width="1013" height="398" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhwOpCINswYlxHMmCfJrkeMN5mXTOusHzAHkGMZD5mX4mp1slWCCMpF-NGJRvBZIO_GT_a0wcagLfVycpgkPFVUbVN36A5f9FK9-zGvyzl6lpGYR2A_gnfjs06W25O5wYiaCT1X-XzGCeA/s640/vl2017_keypass_share.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Viimeisessä kuvaajassa on esitetty key passien suhteellinen osuus kaikista syötöistä (pystyakseli) ja key pass -syöttötarkkuus (vaaka-akseli). Jälleen löydämme useita nuoria pelaajia, joista osa uusia (Källman & Ahde). Steven Morrisey antoi suhteessa eniten key passeja ja hänellä oli myös keskimääräistä parempi onnistumisprosentti. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Yhteenveto</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Key Pass -tarkastelu kauden 2017 osalta on mielestäni erittäin positiivinen nuorten pelaajien osalta. Edellä esitetyiltä top 25- ja top 20 -listoilta löytyy todella monta nuorta, lupaavaa pelaajaa. Osa heistä on jo siirtynyt ulkomaille (Ylätupa & Morelos) ja osa siirtyy varmasti lähiaikoina. Viime kaudella key pass -tilastoissa korkealla olivat nuorista esim. Morelos (Rangers), Dahlström ja Soisalo, joka siirtyikin jo ennen tätä kautta Middlesbroughiin. Ilahduttavasti tämän kauden tilastoja nuoret miehittivät huomattavasti laajemmalla rintamalla kuin viime kaudella. Ehkäpä näistä junnuista kuullaan vielä? </span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-82607678573579255752016-12-21T01:32:00.001-08:002016-12-21T03:00:40.560-08:00Kauden 2016 Veikkausliigan laukaukset<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">Kirjoitellaanpas vaihteeksi taas laukauksista, kun sain </span><span style="font-family: "trebuchet ms" , sans-serif;">@Minor_LS:n ystävällisesti toimittamana kaikkien joukkueiden laukaisulokaatiot käyttööni. Tästä asiasta on tullut jauhettua jo ehkä liikaakin, mutta laukaisupaikoilla ON merkitystä. Erityisesti tämä näkyy pidemmässä otoksessa, sillä yksittäisessä ottelussa ja jopa yksittäisell<span style="font-family: "trebuchet ms" , sans-serif;">ä kaudella myös sattumalla on suuri vaik<span style="font-family: "trebuchet ms" , sans-serif;">utus tuloksiin.</span></span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kaudella oli saamani tilaston mukaan yhteensä 4465 laukausta<span style="font-family: "trebuchet ms" , sans-serif;"> (</span>aineistossa ei ole mukana rangaistuspotku<span style="font-family: "trebuchet ms" , sans-serif;">ja)</span>. Näistä laukauksista hieman yli joka kolmas (35,3%) suuntautui kohti maalia. Maalia kohti suuntautuneista laukauksista noin joka neljäs (26,3%) meni maaliin<span style="font-family: "trebuchet ms" , sans-serif;"> ja <span style="font-family: "trebuchet ms" , sans-serif;">n</span></span>iin sanottu conversion-%, eli maalit / laukaukset oli 9,3%. </span><u><span style="font-family: "trebuchet ms" , sans-serif;"><br />
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<u><span style="font-family: "trebuchet ms" , sans-serif;">Veikkausliigan kauden 2016 kaikkien laukausten lähtöpisteet</span></u></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Todennäköisimmät maalipaikat ovat lähellä ja keskellä ja laukaukset painottuvatkin melko hyvin keskisektoriin. Lähes 40 % kaikista laukauksista tuli kuitenkin joko erittäin kehnosta kulmasta tai todella kaukaa. </span></div>
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<u><span style="font-family: "trebuchet ms" , sans-serif;">Veikkausliigan kauden 2016 kaikkien laukausten conversion-%</span></u></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuva vastaa melko hyvin isommankin aineiston maalitodennäköisyysjakaumaa, mutta toki tuolla on muutamia outliereitä, kuten oikealla ylhäällä. <span style="font-family: "trebuchet ms" , sans-serif;">V</span>iestin pitäisi kuitenkin olla melko selkeä, eli rangaistusalueen ulkopuolelta laukominen on hyvin epätodennäköinen tapa tehdä maali. Käytännössä siis noin 40 % Veikkausliigakauden 2016 laukauksista oli sellaisia, joissa maalinteon keskimääräinen todennäköisyys oli selvästi alle 5 %. Toisin päin kääntäen, yhtä maalia kohti tarvittaisiin keskimäärin yli 20 laukausta. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><u>Joukkueiden ottelukohtaisia laukaustilastoja</u> </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Taulukossa on esitetty ottelukohtaisia laukaustilastoja ja tunnuslukuja. Vihreä taustaväri tarkoittaa, että joukkue oli ko. muuttujassa keskimääräistä joukkuetta parempi. Lisäsin taulukon alaosaan myös laukauslokaatioihin liittyviä prosentteja. Nämä luvut kertovat, kuinka suuri osa joukkueen laukauksista tuli oman kar<span style="font-family: "trebuchet ms" , sans-serif;">kean </span>määritelmäni mukaan erinomaisista, hyvistä tai kohtalaisista paikoista.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">KuPS ja Inter laukoivat suhteellisesti eniten erittäin hyvistä paikoista. Molempien kokonaislaukausmäärät olivat kuitenkin heikkoja. Joukkueittain tarkasteltuna laukaisupaikoilla ei näyttäisi olevan selkeää korrelaatiota tarkkuuden tai maalitodennäköisyyden kanssa, mutta osittain kyse on myös sattumasta. Esimerkiksi VPS:n osalta pidän melko epätodennäköisenä, että tuollaiset SoT%(shots on target), scoring ja conversion olisivat kestäviä. Varsinkaan kun laukaukset eivät erityisesti painottuneet maalin läheisyyteen.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Expected goals tai paremminkin "expected goals"</span></h3>
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<span style="font-family: "trebuchet ms" , sans-serif;">Minulla ei ole käytössäni tätä kirjoitusta varten aineistoa, jonka perusteella voisin laskea tarkempia Expected Goals -todennäköisyyksiä. Tällaiseen malliin tarvittaisiin enemmän dataa sekä tietoa esim. siitä onko laukaus pusku, tuliko se keskityksen vai läpisyötön jälkeen jne. Tälläkin aineistolla pystyin kuitenkin laskemaan karvalakkiversion Expected Goalseista joukkueittain. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Karvalakkimalliani varten tarkastelin kaikkien joukkueiden laukauksia eri lokaatioista sekä ko. lokaatioiden keskimääräistä conversion -prosenttia. Tällä hyvin yksinkertaisella menetelmällä sain seuraavanlaisia lukemia<span style="font-family: "trebuchet ms" , sans-serif;">:</span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuva (<span style="font-family: "trebuchet ms" , sans-serif;">täppää ful<span style="font-family: "trebuchet ms" , sans-serif;">l screen, niin näkyy paremmin) </span></span><span style="font-family: "trebuchet ms" , sans-serif;">perustuu </span>joukkueiden om<span style="font-family: "trebuchet ms" , sans-serif;">iin</span> laukauks<span style="font-family: "trebuchet ms" , sans-serif;">iin</span> <span style="font-family: "trebuchet ms" , sans-serif;">ja <span style="font-family: "trebuchet ms" , sans-serif;">niiden oletettuihin (expected) maalimäär<span style="font-family: "trebuchet ms" , sans-serif;">iin</span> <span style="font-family: "trebuchet ms" , sans-serif;">Veikkausliigakauden 2016</span></span></span> keskimääräisillä viimeistelyp<span style="font-family: "trebuchet ms" , sans-serif;">rosenteilla. Kuvasta nähdään, että KuPS laukoi <span style="font-family: "trebuchet ms" , sans-serif;">keskimäärin selvästi todennäköisimmistä paikoista<span style="font-family: "trebuchet ms" , sans-serif;"> ja sen <span style="font-family: "trebuchet ms" , sans-serif;">"expg" / shot oli<span style="font-family: "trebuchet ms" , sans-serif;"> <span style="font-family: "trebuchet ms" , sans-serif;">koko <span style="font-family: "trebuchet ms" , sans-serif;">Veikkausliigan paras. Tällä mittarilla heik<span style="font-family: "trebuchet ms" , sans-serif;">oimmat joukkueet olivat <span style="font-family: "trebuchet ms" , sans-serif;">PS Ke<span style="font-family: "trebuchet ms" , sans-serif;">mi, P<span style="font-family: "trebuchet ms" , sans-serif;">K-35<span style="font-family: "trebuchet ms" , sans-serif;">, </span>Ilves ja RoPS<span style="font-family: "trebuchet ms" , sans-serif;">, joiden <span style="font-family: "trebuchet ms" , sans-serif;">"<span style="font-family: "trebuchet ms" , sans-serif;">expg" / laukaus <span style="font-family: "trebuchet ms" , sans-serif;">jäin noin 0,08 -tas<span style="font-family: "trebuchet ms" , sans-serif;">olle. </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Ottelukohtaisesti eniten "maaliodotusta" loivat sarjan kärkijoukkueet <span style="font-family: "trebuchet ms" , sans-serif;">I<span style="font-family: "trebuchet ms" , sans-serif;">FK Mariehamn, S<span style="font-family: "trebuchet ms" , sans-serif;">JK ja HJK. Myös HIFK pääsi melko lähelle tätä kolmikkoa. Kuvassa näkyvä pal<span style="font-family: "trebuchet ms" , sans-serif;">lon koko (ja lukema jo<span style="font-family: "trebuchet ms" , sans-serif;">ukkueen alapuolella) kertoo koko kauden osalta odotetun maalimäärän<span style="font-family: "trebuchet ms" , sans-serif;">. HJK:n olisi <span style="font-family: "trebuchet ms" , sans-serif;">tä<span style="font-family: "trebuchet ms" , sans-serif;">män mallin mukaan kuulunut <span style="font-family: "trebuchet ms" , sans-serif;">tehdä</span> 45,53 maalia (ei r<span style="font-family: "trebuchet ms" , sans-serif;">p)<span style="font-family: "trebuchet ms" , sans-serif;">, kun se todellisuud<span style="font-family: "trebuchet ms" , sans-serif;">essa teki 45 maal<span style="font-family: "trebuchet ms" , sans-serif;">ia. </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Pallon v<span style="font-family: "trebuchet ms" , sans-serif;">äri <span style="font-family: "trebuchet ms" , sans-serif;">taas </span>kertoo sen, miten jouk<span style="font-family: "trebuchet ms" , sans-serif;">kue yli- tai alisuoritti suhteessa todelliseen maalimäärään. VPS osuu silmään heti, sillä sen odotettu tehtyjen maalien maalimäärä oli 10 <span style="font-family: "trebuchet ms" , sans-serif;">vähemmän kuin toteutunut. <span style="font-family: "trebuchet ms" , sans-serif;">M<span style="font-family: "trebuchet ms" , sans-serif;">yös SJK ja RoPS tekivät enemmän maaleja, kuin mitä olisi voinut odottaa<span style="font-family: "trebuchet ms" , sans-serif;"> tämän <span style="font-family: "trebuchet ms" , sans-serif;">mallin perusteella.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Malli on siis <span style="font-family: "trebuchet ms" , sans-serif;">todella yksinkertaistettu, mutta antaa kuitenkin ihan mielenkiintoisen aspektin<span style="font-family: "trebuchet ms" , sans-serif;">. Kokonaistarkastelua ajatellen täytyy tietysti muistaa, että t<span style="font-family: "trebuchet ms" , sans-serif;">ä<span style="font-family: "trebuchet ms" , sans-serif;">ssä mallissa ei ole mukana <span style="font-family: "trebuchet ms" , sans-serif;">vastustajien laukauksia lainkaan, vaan mallinnus on puhta<span style="font-family: "trebuchet ms" , sans-serif;">asti hyökkäystehoj<span style="font-family: "trebuchet ms" , sans-serif;">en malli<span style="font-family: "trebuchet ms" , sans-serif;">nnusta</span></span></span>. Puolustuksellakin kun on todellisuudessa merkitystä mene<span style="font-family: "trebuchet ms" , sans-serif;">styksessä, niin vastaava<span style="font-family: "trebuchet ms" , sans-serif;">n tarkastel<span style="font-family: "trebuchet ms" , sans-serif;">u tulisi tehdä myös joukkueen vastustajien lauk<span style="font-family: "trebuchet ms" , sans-serif;">auksi<span style="font-family: "trebuchet ms" , sans-serif;">sta ja vasta tämän jälkeen saataisiin kokonaiskuva</span></span></span></span>. Valitettavasti minulla ei <span style="font-family: "trebuchet ms" , sans-serif;">ol<span style="font-family: "trebuchet ms" , sans-serif;">e kuitenkaan käytössä tietoa <span style="font-family: "trebuchet ms" , sans-serif;">joukkueiden vastustajien laukauksista, joten tämä <span style="font-family: "trebuchet ms" , sans-serif;">tarkastelu jä<span style="font-family: "trebuchet ms" , sans-serif;">i</span> tekemättä.</span></span></span></span> </span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-64577377937896135502016-12-14T06:38:00.002-08:002016-12-14T10:20:07.894-08:00Veikkausliiga 2016 - Dribbling <div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">Dribbling eli pallon kuljetus on murtavien syöttöjen (key passien) lisäksi toinen hyvä tapa murtautua maalipaikoille. Tein lyhyen katsauksen Veikkausliiga-kauden 2016 dribbling-tilastoihin (pahoittelut finenglskasta) In<span style="font-family: "trebuchet ms" , sans-serif;">Stat<span style="font-family: "trebuchet ms" , sans-serif;">-tilasto<span style="font-family: "trebuchet ms" , sans-serif;">jen pohjalta</span></span></span>.</span></div>
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<u><span style="font-family: "trebuchet ms" , sans-serif;">Most dribbling attempts - Veikkausliiga 2016 season</span></u></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Eniten kuljetuksia oli VPS:n Pyry Soirilla, mutta Lahden Hostikka oli hyvin lähellä. Luku palkin päässä kertoo yritysten onnistumisprosentin, joten Soiri oli niukasti ykkönen myös onnistuneissa kuljetuksissa. Huikealla lähes 70%:n onnistumisprosentilla suoriutunut Lucas Garcia jäi Soirista vain yhden onnistuneen dribblen päähän. Ilveksen kaksikko (joka oli erinomainen myös key pass -tilastoissa) Soisalo&Tendeng oli myös aivan kärjessä tässä tilastossa.</span></div>
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</span> <span style="font-family: "trebuchet ms" , sans-serif;">Tänään keksin vihdoin, että Tableaun voi linkittää tähän bloggeriin. Olen vasta-alkaja Tableaun käytössä, mutta ajattelin silti kokeilla, miten homma toimii.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Nyt blogin lukijat saavat myös itse leikkiä aineistolla. Näkisin, että tämä palvelee lukijoita huomattavasti paremmin kuin pelkät staattiset kuvat. Kiitos tästä vinki<span style="font-family: "trebuchet ms" , sans-serif;">stä Oskari Karppiselle!</span></span> <span style="font-family: "trebuchet ms" , sans-serif;">Mobiilinäkymä ei oikein skulaa, mutta desktopilla pitäisi onnistua testailut ainakin jotenkin. Laitoin myös suoran linkin Tableauun, jossa <span style="font-family: "trebuchet ms" , sans-serif;">toimii paremmin</span>. K<span style="font-family: "trebuchet ms" , sans-serif;">likkaamalla Ta<span style="font-family: "trebuchet ms" , sans-serif;">bleau koko<span style="font-family: "trebuchet ms" , sans-serif;"> ruu<span style="font-family: "trebuchet ms" , sans-serif;">dun tilaan näyttäisi kyllä onnistuva<span style="font-family: "trebuchet ms" , sans-serif;">n mainiost<span style="font-family: "trebuchet ms" , sans-serif;">i myös suoraan tuosta tekstistä.</span></span></span></span></span></span> <span style="font-family: "trebuchet ms" , sans-serif;">Jätin tarkastelusta kokonaan </span>pois keskuspuolustajat, koska dribbling ei ole heille kovin relevantti mittari.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kun katsotaan dribbling / 90 minutes tilastoa, niin Lucas Garcia on aika lailla täysin ylivoimainen ykkönen. Interin Nebiri on (taas) kärkipäässä ja hänen jälkeensä tulevat yhdessä ryhmässä koko kauden dribbling -tilastojen kärkipää.</span> <span style="font-family: "trebuchet ms" , sans-serif;">Tableaun etu ja hienous on siinä, että aineistoa pystyy tarkastelemaan filttereiden avulla juuri niin kuin haluaa. Voi esimerkiksi klikata pelipaikoista kärkipelaajat (st/fwd) aktiiviseksi, jolloin Tableau korostaa kärjet aineistosta. Lisäksi laitoin tuohon näkyville mediaanit (viivat) sekä ylä- ja alakvartiilit (harmaat alueet kuvassa). Filtterit näyttävät tummemmalla harmaalla aina aktiivisen valitun joukon (esim. hyökkääj<span style="font-family: "trebuchet ms" , sans-serif;">ien</span> mediaanin ja kvartiilit) sekä vaaleammalla koko aineiston samat luvut. Näin ollen lukija voi helposti vertailla esim. joukkueiden keskimääräisiä lukuja klikkaamalla haluamansa joukkueen aktiiviseksi (highlig<span style="font-family: "trebuchet ms" , sans-serif;">ht team)</span> ja vertaamalla mediaaneja ja kvartiileja.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Pallon koko kertoo koko kauden dribbles<span style="font-family: "trebuchet ms" , sans-serif;">-määrän<span style="font-family: "trebuchet ms" , sans-serif;">, joka esitettiin myös ylemmässä kuvaajassa. Klikkaamalla aineistosta <span style="font-family: "trebuchet ms" , sans-serif;">esimerkiksi LM nähdään<span style="font-family: "trebuchet ms" , sans-serif;">, että Tendeng<span style="font-family: "trebuchet ms" , sans-serif;">, Odu<span style="font-family: "trebuchet ms" , sans-serif;"> ja Hostikka <span style="font-family: "trebuchet ms" , sans-serif;">olivat kokonaismäärässä parha<span style="font-family: "trebuchet ms" , sans-serif;">at (isoimmat <span style="font-family: "trebuchet ms" , sans-serif;">pallot=). </span></span></span></span></span></span></span></span></span></span>Samoin voi yhdellä si<span style="font-family: "trebuchet ms" , sans-serif;">lmäyksellä <span style="font-family: "trebuchet ms" , sans-serif;">n<span style="font-family: "trebuchet ms" , sans-serif;">äh<span style="font-family: "trebuchet ms" , sans-serif;">dä <span style="font-family: "trebuchet ms" , sans-serif;">ketkä o<span style="font-family: "trebuchet ms" , sans-serif;">nnistuivat selvästi keskimääräistä paremmin (ylä<span style="font-family: "trebuchet ms" , sans-serif;">kvar<span style="font-family: "trebuchet ms" , sans-serif;">tiilin yläpuolella, eli harmaan alueen yläpuolella) ja kenellä oli keskimä<span style="font-family: "trebuchet ms" , sans-serif;">är<span style="font-family: "trebuchet ms" , sans-serif;">äistä enemmän dribblesejä / 90 m<span style="font-family: "trebuchet ms" , sans-serif;">i<span style="font-family: "trebuchet ms" , sans-serif;">nu<span style="font-family: "trebuchet ms" , sans-serif;">ut<span style="font-family: "trebuchet ms" , sans-serif;">tia (tummemman harmaan pystypalkin oikealla puolella). Lukija voi halutessa<span style="font-family: "trebuchet ms" , sans-serif;">an myös valita useampia peli<span style="font-family: "trebuchet ms" , sans-serif;">paikkoj<span style="font-family: "trebuchet ms" , sans-serif;">a, vaikkapa</span> <span style="font-family: "trebuchet ms" , sans-serif;">FB<span style="font-family: "trebuchet ms" , sans-serif;">/LB ja FB/R<span style="font-family: "trebuchet ms" , sans-serif;">B<span style="font-family: "trebuchet ms" , sans-serif;">. Näin voi vertailla laitapakkeja kokonaisuuten<span style="font-family: "trebuchet ms" , sans-serif;">a keskenään. <span style="font-family: "trebuchet ms" , sans-serif;">Lisäksi joukkuetarkastelussa <span style="font-family: "trebuchet ms" , sans-serif;">harmaiden alueiden (<span style="font-family: "trebuchet ms" , sans-serif;">kvar<span style="font-family: "trebuchet ms" , sans-serif;">tiiliväli<span style="font-family: "trebuchet ms" , sans-serif;">) leveys <span style="font-family: "trebuchet ms" , sans-serif;">kertoo jo<span style="font-family: "trebuchet ms" , sans-serif;">ukkueen sisä<span style="font-family: "trebuchet ms" , sans-serif;">i<span style="font-family: "trebuchet ms" , sans-serif;">sestä vaihtelusta<span style="font-family: "trebuchet ms" , sans-serif;">. Mi<span style="font-family: "trebuchet ms" , sans-serif;">tä leveämpi alue, sitä enemmän pelaajien vä<span style="font-family: "trebuchet ms" , sans-serif;">lillä oli eroja.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">VPS on <span style="font-family: "trebuchet ms" , sans-serif;">mielenkiintoinen <span style="font-family: "trebuchet ms" , sans-serif;">joukkue</span>, si<span style="font-family: "trebuchet ms" , sans-serif;">llä sen <span style="font-family: "trebuchet ms" , sans-serif;">pelaaji<span style="font-family: "trebuchet ms" , sans-serif;">en dribbling-<span style="font-family: "trebuchet ms" , sans-serif;">pro<span style="font-family: "trebuchet ms" , sans-serif;">sentit<span style="font-family: "trebuchet ms" , sans-serif;"> eivät vaihdel<span style="font-family: "trebuchet ms" , sans-serif;">leet juurikaan (<span style="font-family: "trebuchet ms" , sans-serif;">kapea vaakapalkki), mutta sen sijaa<span style="font-family: "trebuchet ms" , sans-serif;">n dribbling<span style="font-family: "trebuchet ms" , sans-serif;">-määrät / 90 vaihtelivat huomattavasti<span style="font-family: "trebuchet ms" , sans-serif;"> (leveä pystypa<span style="font-family: "trebuchet ms" , sans-serif;">lkki)</span></span>.Osittain tämä johtui toki Soirista, mutta <span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">oi<span style="font-family: "trebuchet ms" , sans-serif;">k<span style="font-family: "trebuchet ms" , sans-serif;">eiksi laitapakeiksi listatut Peth <span style="font-family: "trebuchet ms" , sans-serif;">ja Lampi <span style="font-family: "trebuchet ms" , sans-serif;">olivat </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">selkeästi </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span>mediaanin al<span style="font-family: "trebuchet ms" , sans-serif;">apuolella oma<span style="font-family: "trebuchet ms" , sans-serif;">lla pelipaik<span style="font-family: "trebuchet ms" , sans-serif;">allaan sekä määrässä että onnistumisprosenteissa.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Toinen erottuva joukkue on Ilves, jo<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">n</span>ka pelaajat kokonaisuuten<span style="font-family: "trebuchet ms" , sans-serif;">a </span>jäävät m<span style="font-family: "trebuchet ms" , sans-serif;">ediaani<span style="font-family: "trebuchet ms" , sans-serif;">n alle sekä määrässä että tarkkuudessa, vaikka sillä oli 2 pelaaja<span style="font-family: "trebuchet ms" , sans-serif;">a neljän eniten d<span style="font-family: "trebuchet ms" , sans-serif;">ribblese<span style="font-family: "trebuchet ms" , sans-serif;">jä y<span style="font-family: "trebuchet ms" , sans-serif;">rittäneen pelaajan joukossa. Luonnollisesti <span style="font-family: "trebuchet ms" , sans-serif;">tämä johtuu osin siitä, että mediaani on keskimmäinen <span style="font-family: "trebuchet ms" , sans-serif;">havainto ja <span style="font-family: "trebuchet ms" , sans-serif;">kun</span> joukkueen dribblesit olivat pä<span style="font-family: "trebuchet ms" , sans-serif;">äasiassa muutaman pelaajan varassa, niin pelaaj<span style="font-family: "trebuchet ms" , sans-serif;">at<span style="font-family: "trebuchet ms" , sans-serif;">ilastojen </span></span>mediaani jää al<span style="font-family: "trebuchet ms" , sans-serif;">haiseksi<span style="font-family: "trebuchet ms" , sans-serif;">. Jakauma oli<span style="font-family: "trebuchet ms" , sans-serif;"> siis melko vino.</span></span></span></span></span></span></span></span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Hyökkä<span style="font-family: "trebuchet ms" , sans-serif;">yspelaajissa on nähtävissä vahvasti kahde<span style="font-family: "trebuchet ms" , sans-serif;">n tyyppisiä pelaajia. Dribbling-tilastoissa korkealla o<span style="font-family: "trebuchet ms" , sans-serif;">levat pelaaj<span style="font-family: "trebuchet ms" , sans-serif;">at, kuten Assis, Salami j<span style="font-family: "trebuchet ms" , sans-serif;">ne. ja toisaalta Juho Mäkel<span style="font-family: "trebuchet ms" , sans-serif;">än<span style="font-family: "trebuchet ms" , sans-serif;">, Lada Lahtisen ja Kalle <span style="font-family: "trebuchet ms" , sans-serif;">Multasen <span style="font-family: "trebuchet ms" , sans-serif;">kaltaiset pelaaj<span style="font-family: "trebuchet ms" , sans-serif;">at, jotka eivät käytännössä juuri yrittäneet ja jos y<span style="font-family: "trebuchet ms" , sans-serif;">rittivät, niin eivät <span style="font-family: "trebuchet ms" , sans-serif;">juuri onnistuneet.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Tämä oli nyt e<span style="font-family: "trebuchet ms" , sans-serif;">nsimmäinen testi tuoda hieman "interaktiivisuutta" ja analyysimahdollisuutta myös lukijoille. Toivo<span style="font-family: "trebuchet ms" , sans-serif;">ttavasti tästä on jolleki<span style="font-family: "trebuchet ms" , sans-serif;">n hyötyä ja jatkossa osaan ehkä itsekin p<span style="font-family: "trebuchet ms" , sans-serif;">aremmin hyödyntää Tableaun tu<span style="font-family: "trebuchet ms" , sans-serif;">omia mahd<span style="font-family: "trebuchet ms" , sans-serif;">ollisuuksia analyysin h<span style="font-family: "trebuchet ms" , sans-serif;">av<span style="font-family: "trebuchet ms" , sans-serif;">ainnollistamisessa</span></span></span></span></span>.</span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-62610101800099921022016-12-09T10:30:00.002-08:002016-12-09T10:30:55.131-08:00"Extra attacking and key passes"<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS", sans-serif;">Otsikon mukainen sanahirviö on kummitellut hetken aikaa mielessäni päästyäni tutustumaan tarkempiin Veikkausliigan InStat -tilastoihin. En ole aiemmin löytänyt Optan "key pass"-termin mukaisia tai edes tapaisia tilastoja mistään Veikkausliigan pelaajille tai joukkueille. Nyt kun sain käsiini kauden 2016 Veikkausliigan Instat -tilastot, löysin tämän mielenkiintoisen kategorian, johon InStat kerää jostain syystä yhden kategorian alle kahden tyyppisiä syöttöjä:</span></div>
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<i><span style="font-family: "Trebuchet MS", sans-serif;">Extra-attacking pass – is a smart and timely pass, which improves the attack development,
creating "a pre-goal-scoring moment" and leaving behind 3 or more opponent’s players. </span></i></div>
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<i><span style="font-family: "Trebuchet MS", sans-serif;">Key pass – is a pass, creating a goal-scoring opportunity. It takes a player one-on-one with the
goalkeeper or to a scoring position. This kind of pass usually leaves behind all the opponent’s
players. </span></i></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Nämä ovat siis InStatin määritelmät ko. syötöille. Saamassani aineistossa nämä kaksi kategoriaa on yhdistetty yhdeksi tilastoksi. Käytän tästä tilastosta tässä kirjoituksessa yksinkertaisuuden vuoksi jatkossa termiä Key Pass ('KP').</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Key passes ja korrelaatio maalien kanssa</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">InStatin kausianalyysissä on monipuolisesti tilastoja koottuna yhteen, mutta jostain syystä täydellisiä laukaustilastoja ei ole kuitenkaan yhdistetty tähän samaan tietokantaan. Oletuksenani oli, että Key Passes olisi mielenkiintoinen tilasto ja että se voisi selittää joukkueiden menestystä hyvin. Tämän testaamiseksi pyöräytin korrelaatiot InStatin ottelukohtaisista tilastoista eri tilastojen ja tehtyjen maalien osalta. Ilokseni havaitsin, että ottelukohtaisista tilastoista KP-tilastot olivat selvästi eniten maalien kanssa korreloineet muuttujat. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">Aineistossa
oli mukana myös erityyppisten laukausten määrä (ei kuitenkaan maalia
kohti suuntautuneet). Se, että KP-tilasto korreloi tehtyjen maalien
kanssa selvästi paremmin kuin laukaukset kertoo jo itsessään jotain tämän tilaston olennaisuudesta.</span> Key Passesin ero muihin aineiston tilastoihin oli jopa erittäin selkeä (accurate KP-tilaston korrelaatio tehtyjen maalien kanssa oli 0,39), joten päätin tarkastella kauden 2016 KP-tilastoja hieman tarkemmin. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Key Passes - pelaajien syöttömäärät ja tarkkuudet</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tarkastelen aluksi Key Passeja pelaajatasolla koko kauden osalta ja sen jälkeen vielä hieman tarkemmin sekä per 90 minuuttia lukujen ja syöttötarkkuuden osalta.</span></div>
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<u><span style="font-family: "Trebuchet MS", sans-serif;">Kauden 2016 Key Pass attempts - top25 </span></u></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Ilveksen Tendeng oli täysin ylivoimainen KP-yritysten määrässä, sillä ero toiseksi eniten syöttöyrityksiä tehneeseen Nikolai Alhoon oli 31 yritystä. Tendengin KP-syöttötarkkuus ei ollut kuitenkaan kovinkaan hyvällä tasolla, sillä vain </span><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">44,2% </span>yrityksistä onnistui. </span></div>
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<br /><u><span style="font-family: "Trebuchet MS", sans-serif;">Kauden 2016 Accurate Key Passes - top25 </span></u></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiJX7z0tHgMhc5_azur-IRHJyLwo7zYpnXtYyx2FYlYuH8PV6jGNPPT92XvIvmzFRhzta73X9vua6JdA-bGnM0mxz2a0JlrUBSsOI_y3v136QgbRmwhrWvd9-M_q-dtYYOJDMxqYG18Fxs/s1600/VL2016_keypasses.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="428" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiJX7z0tHgMhc5_azur-IRHJyLwo7zYpnXtYyx2FYlYuH8PV6jGNPPT92XvIvmzFRhzta73X9vua6JdA-bGnM0mxz2a0JlrUBSsOI_y3v136QgbRmwhrWvd9-M_q-dtYYOJDMxqYG18Fxs/s640/VL2016_keypasses.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tendeng oli ykkönen myös onnistuneiden Key Passien määrässä, mutta ero ei ollut enää niin selvä kuin yrityksissä. Viisi pelaajaa (</span><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">Kaufmann, </span></span><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">Soisalo, </span>Atom, Salami ja Ristola) onnistuivat Key Passeissaan yli 60 prosenttisesti, jota voidaan pitää hyvänä suorituksena. Ilveksen KP-tilastojen kärkisijoja valloittaneiden Tendengin ja Soisalon lisäksi myös ensi kaudeksi seuraan siirtyvä Tuco löytyy listoilta melko korkealta.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"> </span><u><span style="font-family: "Trebuchet MS", sans-serif;">Kauden 2016 Accurate Key Passes per 90 minuuttia - top25 </span></u></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzSxTas8jXhJPHK6mvMLw82yr9CGRJYVPUMU2RTPCbs1sPgt0DfNjUkxu3t8dV-Cx0yQKlJNIzU34gseHboJiosRMiYHun11SqmY-jjKkHtk3oEogTvIThQJJcK6cSdLfAUO-7hkpeYq0/s1600/VL2016_keypasses_per90.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="418" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzSxTas8jXhJPHK6mvMLw82yr9CGRJYVPUMU2RTPCbs1sPgt0DfNjUkxu3t8dV-Cx0yQKlJNIzU34gseHboJiosRMiYHun11SqmY-jjKkHtk3oEogTvIThQJJcK6cSdLfAUO-7hkpeYq0/s640/VL2016_keypasses_per90.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Per 90 minuuttia tarkastelussa löytyy uusia nimiä kärkisijoilta (minimi 360 pelattua minuuttia kauden aikana). Interissä 469 minuuttia pelannut Nebihi oli tämän tilaston ylivoimainen ykkönen, sillä ero Kaufmanniin oli suurempi kuin Kaufmannin ero tilaston 25. pelaajaan, Jovoviciin. Listalta löytyy myös uusia kotimaisiakin nimiä, kuten Eero Peltonen, Mikko Kuningas, Roni Peiponen ja Lassi Lappalainen. Sivuhuomiona todettakoon, että Lappalaisen tilastot näyttävät muutenkin oikein mielenkiintoisilta, joten jännä nähdä miten ura tuosta kehittyy.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;"> </span><u><span style="font-family: "Trebuchet MS", sans-serif;">Kauden 2016 Key Passien osuus kaikista syötöistä (top 20)</span></u></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiMpvV0gIPg_zVgJnTYPJrRfMRKuPX54XxcWyacQar1Pvkz6ev5-sqgTwdJewYd5xn8_XR7HQ1JspCGONc14ThdbDGJTstoEo6lF1RuV3esIhfJfsy8DjKSDUWyycN9vPENc3qtL7kFrp8/s1600/keypass_share_of_total_passes.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="422" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiMpvV0gIPg_zVgJnTYPJrRfMRKuPX54XxcWyacQar1Pvkz6ev5-sqgTwdJewYd5xn8_XR7HQ1JspCGONc14ThdbDGJTstoEo6lF1RuV3esIhfJfsy8DjKSDUWyycN9vPENc3qtL7kFrp8/s640/keypass_share_of_total_passes.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kuvassa on plotattu kauden 2016 20 suhteellisesti eniten Key Passeja antanutta pelaajaa (minimi 20 KP-syöttöyritystä). Pystyakselilla on siis Key Passien osuus kaikista pelaajan antamista syötöistä ja vaaka-akselilla KP-syöttötarkkuus. Nebihi on kärjessä myös tässä tilastossa. Kolmen pelaajan syöttöyrityksistä yli joka kymmenes oli Key Pass (Nebihi, Sihvola ja Juuti). Mielenkiintoisesti kolme Ilveksen pelaajaa on viiden kärjessä, eli Juutin lisäksi jo edellä mainitut Tendeng ja Soisalo. Ilves löytyykin kolmantena joukkueiden KP-tilastoissa, joissa HJK on ykkösenä sekä määrässä että tarkkuudessa.</span></div>
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<br /><u><span style="font-family: "Trebuchet MS", sans-serif;">Kauden 2016 Joukkueiden Key Passes</span></u></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_cR8zMaKtXjRowjMEI_j3zATWlUdHQQ3Vd9kDhrkVYJB_Mk-Q1AtLmpEuBJx73cBKaTR7RSWEc4voqkKp_biRZodqNQZhcB79puEd_ACbYFJtUlP3rIhxWQ1cPiFn55VuiebrDoXlzcQ/s1600/VL2016_keypasses_teams.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="420" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_cR8zMaKtXjRowjMEI_j3zATWlUdHQQ3Vd9kDhrkVYJB_Mk-Q1AtLmpEuBJx73cBKaTR7RSWEc4voqkKp_biRZodqNQZhcB79puEd_ACbYFJtUlP3rIhxWQ1cPiFn55VuiebrDoXlzcQ/s640/VL2016_keypasses_teams.PNG" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">VPS on ollut usein framilla sekä @Minor_LS:n että Oskari Karppisen kauden jälkeisissä analyyseissä. Tässä löytyi jälleen yksi uusi tilasto, jossa VPS erottuu muista joukkueista. Toki Key Passes on vain yksi osatekijä joukkueiden menestyksessä, mutta VPS:n vähäiset laukausmäärät ovat varmasti osin seurausta vähäisestä murtavien syöttöjen määrästä. Pallonhallinnasta ja suuresta syöttömäärästä huolimatta varsinaisille maalipaikoille VPS pääsi melko harvoin. </span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-42117417266537919592016-11-26T04:41:00.000-08:002016-11-26T06:43:19.433-08:00HJK 2016 - lyhyt katsaus laukaisuvalikoimaan<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">Laukaisuvalikoima on ollut jo pidempään omasta näkökulmastani erittäin kiinnostava jalkapallotilastojen yksityiskohta. Asia on ns. tilastoihmisten piirissä hyvinkin läpikäyty, mutta tuntuu siltä, että keskimäärin asian merkitystä ei olla sisäistetty. Yksinkertaistettuna asia on jotakuinkin näin: boxin ulkopuolelta ei juuri kannata laukoa.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">HJK:n pelitilannelaukaukset 2016</span></h4>
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<span style="font-family: "trebuchet ms" , sans-serif;">Havainnollistaakseni asiaa HJK-esimerkin kautta, tehdään katsaus HJK:n kauden 2016 pelitilannelaukauksiin. Kyseessä siis ns. open play, eli laukaukset, jotka eivät tulleet erikoistilanteista (kulmat, vaparit) tai niiden jatkotilanteista.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9w2OD_nKRXp79JKxbhG-djUJoW9gbq_qYAAInuhKjtM2OcUeMYSME3T1TQtssMnk1DfQaN6JJu5GfERFxeN1eiiggBSR_UPH_ZvQg32wHloFmZzD-bPlgc8Kw7NAkQrTDT-us7RwO-pE/s1600/hjk_openplay2016.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="329" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9w2OD_nKRXp79JKxbhG-djUJoW9gbq_qYAAInuhKjtM2OcUeMYSME3T1TQtssMnk1DfQaN6JJu5GfERFxeN1eiiggBSR_UPH_ZvQg32wHloFmZzD-bPlgc8Kw7NAkQrTDT-us7RwO-pE/s640/hjk_openplay2016.PNG" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">HJK:lla oli @MinorLS:n tilastojen mukaan yhteensä 349 pelitilannelaukausta ja ne jakautuivat ylläolevan kuvan mukaisesti kentän eri sektoreille. Alin lukema (2%) </span><span style="font-family: "trebuchet ms" , sans-serif;">kuvastaa kaikkien muualta kuin kuvassa näkyvien alueiden laukauksia. Kuvaa tarkasteltaessa voidaan todeta, että laukauksista suurin osa näyttäisi tulevan keskisektorilta, mikä on luonnollisesti hyvä asia. Maalin välittömästä läheisyydestä tulevien laukausten määrä on kuitenkin melko pieni. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tarkempaa analysointia varten tein myös kuvan maalia kohti suuntautuneista laukauksista ja niiden lokaatioista:</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjI7dIOUoGiyTasHDnC2KXmbXnEnaMkTvGlt6-DVDA57_5sLmdekv7TdL0aiXviRkBixZM50kGDT_fg9631ICP94OwEs7k58_6cfOVpV4P_39oqPKcHZcQGosWm_TLiMwW94G9sZutCi_A/s1600/hjk_openplay_ontarget%25252016.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="362" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjI7dIOUoGiyTasHDnC2KXmbXnEnaMkTvGlt6-DVDA57_5sLmdekv7TdL0aiXviRkBixZM50kGDT_fg9631ICP94OwEs7k58_6cfOVpV4P_39oqPKcHZcQGosWm_TLiMwW94G9sZutCi_A/s640/hjk_openplay_ontarget%25252016.PNG" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuvan prosentit kertovat kuinka suuri osa ko. alueelta lähteneistä laukauksista meni maalia kohti. Tässä joidenkin alueiden vähäinen laukaisumäärä hieman sotkee tuloksia, mutta perushavainto on selkeä: läheltä ja keskeltä osutaan paremmin maalipuiden väliin. Tämä on tietenkin odotettavaakin, mutta vielä mielenkiintoisemmaksi tarkastelu saadaan, kun katsotaan conversion-prosentteja (conversion-% = maalit / kaikki laukaukset).</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Viimeistelyprosentti näyttääkin jo selkeästi karun totuuden. Yhtä poikkeusta lukuunottamatta (kuvan vasemmalla laidalla) kaikki maalit tulivat joko boxin sisältä tai keskeltä sen välittömästä läheisyydestä.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Laukaisuvalikoimasta voidaankin tarkemman analyysin perusteella todeta, että sitä voitaisiin parantaa jopa merkittävästi. HJK:n kauden 2016 pelitilannelaukauksista useampi kuin joka neljäs (27,2%) lauottiin ylläolevan laukaisukartan ulkoreunalla olevista lokaatioista. Näistä 95:stä (yhdeksänkymmentäviisi) laukauksesta 1 (YKSI) meni maaliin.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIxv5tNeZoIKUWW1yUzjG3e4z1UN6eGgW64YN9rcfFegIH3hEq_SerdZy1kaQtbJbAliZkxSt70igYBnt8_41D9Ht2ofQaVllG9sc8G-sZqKFc__pLvm85ZUAHxf7euPQDb_2u_loLLV0/s1600/HJK2016_OP_edge.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="438" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIxv5tNeZoIKUWW1yUzjG3e4z1UN6eGgW64YN9rcfFegIH3hEq_SerdZy1kaQtbJbAliZkxSt70igYBnt8_41D9Ht2ofQaVllG9sc8G-sZqKFc__pLvm85ZUAHxf7euPQDb_2u_loLLV0/s640/HJK2016_OP_edge.PNG" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kaikista pelitilannelaukauksista 35% suuntautui maalia kohti, kun laukaisukartan reuna-alueiden vedoista 27,4% meni kohti maalia. Huomattavasti dramaattisempi ero nähdään scoring-prosentissa (scoring-% = maalit / maalia kohti suuntautuneet laukaukset), jossa reuna-alueiden maalia kohti menneistä vedoista vain 3,8% meni maaliin. Näin suurta eroa selittää tottakai osittain myös sattuma, mutta johtopäätöksen pitäisi olla silti melko selkeä ja helppo: huonoista sektoreista pitäisi laukoa selvästi vähemmän. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kaudella 2016 joka neljäs veto tuli erittäin epätodennäköisistä laukaisupaikoista. Laukaisuvalikoimaa parantamalla olisi siis mahdollista lisätä oman joukkueen maaliodotusta jopa merkittävästi. Minulla ei tietenkään ole tietoa siitä, miten paljon valmentajat näihin asioihin harjoituksissa ja game planningissään kiinnittävät huomiota, mutta pitkässä juoksussa tällaisilla, melko perustason asioilla on erittäin suuri vaikutus joukkueen menestykseen. </span></div>
Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-32511359877326623602016-11-09T23:42:00.000-08:002016-11-09T23:42:53.965-08:00HJK - laukausanalyysiä kaudelta 2016<div style="text-align: justify;">
<span style="font-family: "verdana" , sans-serif;">Tässä luvatusti katsausta menneen kauden (2016) HJK:n laukauksiin. <span style="font-family: "verdana" , sans-serif;">Yksityiskohtaisemman</span> <span style="font-family: "verdana" , sans-serif;">a</span>ineiston sain käyttäjältä <a href="https://twitter.com/Minor_LS" rel="nofollow" target="_blank">@Minor_LS </a><span style="font-family: "verdana" , sans-serif;">.</span> <span style="font-family: "verdana" , sans-serif;">S</span>uuret kiitokset! </span></div>
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<span style="font-family: "verdana" , sans-serif;">Minulla ei valitettavasti ollut käytössä tarkempaa vertailukelpoista aineistoa muiden Veikkausliiga-joukkueiden osalta, joten joukkuetason vertailut perustuvat Ottelukeskuksesta keräämiinii aineistoihin muiden joukkueiden laukauksista. Samasta syystä en voi myöskään vertailla HJK:n pelaajia muiden joukkueiden pelaajiin, mutta joukkueen sisäistä vertailua näillä voi toki tehdä<span style="font-family: "verdana" , sans-serif;">.</span> Tä<span style="font-family: "verdana" , sans-serif;">mön</span> jutu<span style="font-family: "verdana" , sans-serif;">n lopussa</span> keskityn muutaman hyökkäyspään pelaajan laukaustilastoihin, mutta jatkossa on tarkoitus katsoa myös vähän tarkemmin myös syöttöjä yms.</span></div>
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<span style="font-family: "verdana" , sans-serif;">Koko joukkueen laukaukset</span></h3>
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<span style="font-family: "verdana" , sans-serif;">Aloitetaan tarkastelemalla koko joukkueen laukauksia. Instatin tilastojen mukaan HJK laukoi eniten laukauksia kaudella 2016, yhteensä 459 kappaletta.</span></div>
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AQZ0cmITkNuMqKT8bl8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRyYhOQ24yopNR+V5hJMiITkZ0GnKTEZ2MyvcKI0FGdDKi05CbjOhkVL5XGAkyopMRnYbcZEQno/K9wkiQEZ2M6DTkJiM6GZXvFUaCjOhkRKchNxnRyah8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRyYhOQ24yopNR+V5hJMiITkZ0GnKTEZ2MyvcKI0FGdDKi05CbjOhkVL5XGAkyopMRnYbcZEQno/K9wkiQEZ2M6DTkJiM6GZXvFUaCjOhkRKchNxnRyah8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRyYhOQ24yopNR+V5hJMiITkZ0GnKTEZ2MyvcKI0FGdDKi05CbjOhkVL5XGAkyopMRnYbcZEQno/K9wkiQEZ2M6DTkJiM6GZXvFUaCjOhkRKchNxnRyah8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRySqPrrWy+smF27veu/j0ofknXjm7dXLuiVfOPn1oftd7F08tfLXcWq128rqpPLfRRXQyKt8rjAQZ0ckqjG65tfrmR9d++NLMw7tOd7s8unfmV3/4vIbFzywnIzoZle8VRoKM6GRVRXdq4astL8/2KHv3suXl2VMLX1Uynd0wy8mITkble4WRICM6WSXRvfnRtU27m332vbls2t381R8+H/6kdsMsJyM6GZXvFUaCjOhkw4/u4Mlr6yp79/LaiatDntpumOVkRCej8r3CSJARnWzI0Z1a+Gq96/eFy/TZxWFOcDfMcjKik1H5XmEkyIhONszovr7b6n//fY8D+m4ttYY2zd0wy8mITkble4WRICM62TCje+3E1QH73lz2/Pby0Ka5G2Y5GdHJqHyvMBJkRCcbWnRLyyubJwbapO8eylf5ij6znIzoZFS+VxgJMqKTDS264+dultL35jI1c2M4k90Ns5yM6GRUvlcYCTKikw0tup1TF0qs/PjIp92eKIqixn3mljAM3av2hyAIkiTp/yUkSRKGofmZWU5GdDIq3yuMBBnRyYYW3bYDWYmVv3VyrtsTRVFkijxJkiiK0jSNoijP8zRNze2m8qMoiuNYfjnMcjKik1H5XmEkyIhONrToHts3V2Llb9rd7PZEhcrPsqzRaGRZZu/QaDTMr9xb7GaALMvsVoEoiszPZuU+TVPW8gdHdDIq3yuMBBnRyYYWXYl9by7dnshu2A+CwNxiWt/dsO++CejxFsG8OcjzPAiCLMuo/FIQnYzK9wojQUZ0sqFFN/gn8te7ll9g98Q3Go00Te0bArtOb9bmsyyzv3LvQ+WXhehkVL5XGAkyopMNLbon958b8r58I47jNE1zZ7O8Wd2P49hs2zf7++39qfyNRnQyKt8rjAQZ0cmGFt2zRxdKrPzth+e7PVH7Wr5dibeb683tYRiaI/jsHeI4pvI3GtHJqHyvMBJkRCcbWnTTZxdLrHw+lz+6iE5G5XuFkSAjOhln39Mwy8mITkble4WRICM62TCjm/ygnHPsT0xfGto0d8MsJyM6GZXvFUaCjOhkQ/4mvUf3zgzY95snmot37g1tmrthlpMRnYzK9wojQUZ0siFHN/iZ9ivfi28wy8mITkble4WRICM62fCjG+QrdOvwtbkGs5yM6GRUvlcYCbIxj25peeX4uZs7py5sO5CZ89o+tm9u24Hs2aML02cXl5ZXevzt8KNrraxqrb/v/SutldUhT203Yz7LDYLoZFS+VxgJsrGN7uu7rddOXO19JPzmiebkB1e/vtv5EPeqojt+7mb/+/Uf3Ttz/NzNSqazm7Gd5QZHdDIq3yuMBNl4Rndq4av+z2L76N6Z35/v0JoVRvf13dbkB2u/X9n3/pVu71cqNJ6zXCmITkble4WRIBvD6A6evLZp97o/5v7aiauFx6k8ukH2SlSo8txGF9HJqHyvMBJk4xbdmx9dk4+AK7T+uEVXFnKTEZ2MyvcKI0E2VtGdWvhKWL93L+4W/rGKrkTkJiM6GZXvFUaCbHyiW26tDv4ttI/unbF7x8cnunKRm4zoZFS+VxgJsvGJbpBN+u5l8oNvN++PT3TlIjcZ0cmofK8wEmRjEl1rZfWHLw16wlp7JLw5Mm5MoisducmITkble4WRIBuT6D65cLuUvjcX80n3MYmudOQmIzoZle8VRoJsTKLb9d7FEit/59SFvEt0cRw37suyLM/zIAjMD2EYxnHs3jkIAnNPc3uapvZvkyQZRi5VGJNZbiMQnYzK9wojQTYm0T19aL7Eyt92IMu7V77t7zAM8/uVH8dxFEXdJq/RaLh/4rcxmeU2AtHJqHyvMBJkYxLdE6+cLbHyH9s3l6+n8pMk6dHlWZYFQZBT+VgL0cmofK8wEmRjEt3WybkSK//hXafzPjbsm1vM1vs0TdvvnCSJuwvA3bDf8f5+GJNZbiMQnYzK9wojQTYm0Q1/Ld8KgsB0ubkaRZH7hsC9j73q9+r+mMxyG4HoZFS+VxgJsjGJbvj78i2zL7/3tv0wDN3K733nUTcms9xGIDoZle8VRoJsTKIr94j9Z48u5Ous/DzPoygqHMFnN+Ob29t3CnhpTGa5jUB0sjIr3+yQs2/S7YY78zGbwtUeqHwZI0E2JtGdWviqxMqfPruYj010pSM3GdHJSqv8LMvCMIyiyFS+3SKXZZmpefdq70en8mWMBNmYRLfcWn10L2ffqwVykxGdrLTKD8MwyzJb+XEc27X5IAiiKHKvmu173VD5MkaCrPLoWiurn1y4veu9i08fmn/ilbNbJ+eeeOXs04fmd7138ZMLt1srq2U90a/+8Hkplb/v/SvmASuPbkSRm4zoZOVUfpIkduu9qXy348MwDMPQvbpm5Z+HZHZ2tupJGFUVRjd37vzeqblH9/Tq10f3nN47NTd3rpyn+8Hegb459+Fdpx/5ZbM5l5kHZK7TkJuM6GTlVH4Yhg1HmqaF1Xq38vtZy1+GZHZ2tupJGFVVRffxZ4t/l/T7VbZbXp79w7/dGPxJ//BvNzbtHqj109kv7aMx12nITUZ0spKP2O+4L98965Y9wVbvyhemCTnbuwZQSXRTM+uu3k27m4c+/mLwpx5k877dpG8w12nITUZ0so2q/NxZ9Te3FK72QOXLGAmy4Uc3NXNDLt2DJ68NPgGvnbgqPPWe314uHFjAXKchNxnRyfhcvlcYCbIhR9e8dHuQTeubdjdPLXw1+GRMn13s/wD+zRPNqZkb7Q/CXKchNxnRyah8rzASZMOMbrm1Ovi57re8PPv13dbgE7N4597E9KXe7z827W5OTF9avHOv4yN4PNdduXn34Mlr2w/Pb52ce2TPmUf2nNk6ORcf+fTIJ9ev314e8ME9zm2jEZ2MyvcKI0E2zOje/OjagH1vLq+duFrWJN1aak3N3DDdZup/0+7m1sm57Yfnp2Zu3Frq9d7Cy7nuys27z7z1We/8d7z92ZWbd+Wn8DK34SA6GZXvFUaCbGjRtVZWf/hSySfDqZZ/c92bH13rc7fLpt1N+Y2Xf7kNDdHJqHyvMBJkQ4vukwu3S+l7czl+7uZwJrsHn+a65dbqzqkL6/1f2PH2Z8J7L59yGzKik1H5XmEkyIYWXblfbLNz6kK3J2r/Ypt1MV9v38/31s/Oznrz/TcvHBP/d3a8/dl6n4vRKiM6GZXvFUaCbGjRbcTX13bUo/LXPB2Wtea5MnOPKv9o88tB/i/e/Gh9n5xktMqITkble4WRIBtadE+8crbEyn9s31y3J7KVb05/2Wg0zFmw7Bky4jg2X3Nlf2W+HKvRaNhvqbeVb8+nac6tmd8/kXaj0Th69Kip/DiOzf3t6bb6ecdQE4t37m2eGOiMhJt2N9d1NB+jVUZ0MirfK4wE2dCiG/zjeYVLtydyK99+BYb5wa7lh2FovwfLvgNwS7p35ZvHN2v5cRyb20e08iemLw3+f/HcOwv9PyOjVUZ0MirfK4wEmd9r+aZ37fdb2lvcHfZRFLWfD7t35Zu3C6by7f7+Uaz8W0utAb90wF76X9FntMqITkble4WRIPN4X36Pyi9Uco/Kt4+WJEnHys/z3O7Rtz/0f9BAtabPLpb1P/L26et9PimjVUZ0MirfK4wE2Ygesf/s0a5bkntUfhRFhX35jUYjSZIele/u9e9W+Wmamh/M45s7j0TlP/fOQln/I/GRT7s9i323ZBRmOffbR9v/0B5dgZwF3QCofK8wEmQj+rn86bOLw5nsHjyY67YdyMr6H9k62XVXy3orv8ebgDHnwSxXFSrfK4wEGWffk3kw1z22r7RjKjftbnZ7lkLl//Ef/7H96ESe51EU2Q9TZFkWx7H52WxNYS3f5cEsVxUq3yuMBNkonmN/8oPSzrE/CA/muhK3uzzc/TMU3dbyzc6UKIrMb+3d3EMmqXyXB7NcVah8rzASZEP+Jr0tL88O2CuP7p0p5Zv0BufBXDf4f4ewlv/QQw+5J0Vo/0wEld+NB7NcVah8rzASZEOO7tTCVwN+Kuz356s/u77hwVz35P5zZVV+n/vysyz73ve+Z36m8tfLg1muKlS+VxgJsuFHN8jm/RK/NndwHsx1zx4t7Yj97Yfnuz1LkiTu5yO+973v2b31eafKN/dnX347D2a5qlD5XmEkyCqJ7uDJfr+ktbZ9n3sx103N3Cir8g99/EWfT+pBblUhOhmV7xVGgqyq6E4tfNX/juRH987UZ3u+5cFct3jnHmffGyFEJ6PyvcJIkFUY3dd3W6+duNr7O102TzQnP7hak+P1CvyY6+SvzXUvPc6M1M6P3CpBdDIq3yuMBFnl0S0trxw/d3Pn1IVtBzLzMfHH9s1tO5A9e3Rh+uxiHT5/303l0ZWCb9IbIUQno/K9wkiQEZ3Mm+iONr8cpPLf/Ojaup7Om9yGj+hkVL5XGAkyopP5FJ18sv0ep9bvxqfchozoZFS+VxgJMqKT+RTd0vLKM299tt6+3354Xtjz4lNuQ0Z0MirfK4wEGdHJPIuutbI6+cHV/g/g3/Pby62VVeGJPMttmPqPbvHWV0eP/f7Xx35vrj7w4JaHfrDt1Td+bX+7IdNXY1S+V1iIyIhO5mV0818sPX1ovnfZP31o/vy1O/JTeJnbcPQfXfj9Hz3w4Jb/vWe/ufrAg1seeHDLzl++Zn/7T79Ivr6ztCFTWUtUvldYiMiITuZxdPNfLL124uqT+8/ZLz/c8vLsk/vPvXbi6vwXg/aEx7lttDWjOz2TmR9Mx3erfHP1hRcPbNyk1g2V7xUWIjKikxGdhtxkPaK7u7z8s+deLHR878q3V1ut+n4UtixUvldYiMiITkZ0GnKT9Yhu+8/3tHd8n5W//ed7NnKqa4HK9woLERnRyYhOQ26yHtF17Pg+K/+BB7ckB9/ayAmvHpXvFRYiMqKTEZ2G3GQbV/l/+dDfLd70+TB+Kt8rLERkRCcjOg25yTau8h94cMtbU7/byGmvGJXvFRYiMqKTEZ2G3GTt0dlP2A9e+faql6h8r7AQkRGdjOg05CZrj+7EqTPmh42u/DiO4zg2PydJEkWR+TkIgizLsiwLgsDc0mg00jQd5GVuBCrfKyxEZEQnIzoNua3LwpffHDx5bfvh+a2Tc387cfqRPWe2Ts5tPzx/8OS1hS+/+Ze33jN3q0nlh2GYJEmZr78kVL5XWIjIiE5GdBpy61M/Z0J87JcnzZkQ61D57n3qhsr3CgsRGdHJiE5Dbmtqrazue/9K/993MDF96YH/+N82uvIbjvbKN7dvSBxloPK9wkJERnQyotOQW29f321tP7zGyn375T/942/Ch39c7Vp+kiRhGJYeSCmofK+wEJERnYzoNOTWQ2tlVeh72/o7f1nxvvwoiuq5bZ/K9woLERnRyYhOQ2497Hv/itb35vLj3dPmcYZQ+UmSNBoNs1rvHrFvVvfLDmZQVL5XWIjIiE5GdBpy628sjKIAACAASURBVGb+i6X+9993u8xc/jrnc/ltqHyvsBCREZ2M6DTk1s2ax+f3c/nJwfM5ld+GyvcKCxEZ0cmITkNuHS18+c3gfW9X9DnhbgGV7xUWIjKikxGdhtw6OnjyWlmVP/nBVb5Wp4DK9woLERnRyYhOQ24dyQfqt1+e3H9uvZXPl+d2ROXXFAsRGdHJiE5Dbh1tnZwrq/K3vDy7rsrf/vM91bzmIaLyvcJCREZ0MqLTkFtHj+w5U1blP7zr9Loqv9VaqeY1DxGV7xUWIjKikxGdhtw6Gn7l//Pe/dW93GGj8r3CQkRGdDKi05BbR+Vu2A+//6MelR9+/0c/e+5Fv4/XK6DyvcJCREZ0MqLTkFtH5R6+t3jrq6PHfv/rY783D/7Ag1se+sG2V9/4tbm6eGuMyt6g8r3CQkRGdDKi05BbR+V+SK/qV1M7VL5XWIjIiE5GdBpy66jcU/FU/Wpqh8r3CgsRGdHJiE5Dbt2UcsLdbQeyql9HHVH5XmEhIiM6GdFpyK2b89fuDF75zUu3q34ddUTle4WFiIzoZESnIbceJqYvDdL3O6cuVP0KaorK9woLERnRyYhOQ249tFZWf/rGeXmT/tKy/yfV0VD5XmEhIiM6GdFpyK23xTv3hNbfdiBbvHOv6mmvLyrfKyxEZEQnIzoNua2ptbK6ri38O6cusH7fG5XvFRYiMqKTEZ2G3PrUvHR724FszZV7jtfrB5XvFRYiMqKTEZ2G3PrXWlmdufz1vvevPLn/3A9fmjE1v+Xl2Sf3n5v84Gr75++TJGk0GkmSFG5J07THs2RZ1mh0brdut48cKt8rLERkRCcjOg25ydaMLkmSMAzDMLS3BEEQRVHvyu+Byt9AVL6MhYiM6GREpyE3WT+VH0VRGIam49M0jaLIVn7jPrMZwLw5aDQa7lp+EATmPlmWmT8x9zFvI8w9DfOYQRCYOwRBEMex+ZW5p7m90WhEUbSBofSHyvcKCxEZ0cnKjW5peeXkp7d2vXfx6UPzT7xyduvk3BOvnH360Pyu9y6emL/l08FZzHKyPivf/JvnuSn7wlq+KeM8z8MwjOPY3Gh6Oo5jc0uapuY+ttrt2wjDPGye50EQ2DcQ9kmTJDFvDsz7hiAIzA8VovK9wkJERnSysqL7+m5r3/tXNk80exyltXmi+dLvLvvxKSxmOVmflZ/nuanbIAjy+8Wf57ld7baVb1vcVH4URXYl3vytXfu3D2I3A9jKN3Vu7xDHsal88wjmiaj8Dqh8GQsRGdHJSolu+uzio3tn+vws1uaJ5tTMjcGftFrMcrL+Kz+KIrv+bcrYrpe7a/mFyjdt7T5gofKTJLGbAcax8tM0te+JzEtyd3WYaOz7pkKU7ah8GQsRGdHJBo/utRNXhZOs7fnt5dbKaikvoRLMcrL+K9/dPV9YQTd73/NOlZ+3rcS3P4jdBjCOlW+5QdvXmd8/fjLv+SkIi8qXsRCREZ1swOi0vjeXielLZb2K4WOWkxGdrOTKt0c9FCrf3U6y5iEMVL6MkSAjOtkg0U2fXZT73lyONr8s8bUME7OcjOhkpVW++wGG/Lsb9u3Bk/aeVP4GYSTIiE4mR3drqdX//vse+/Wv314u9xUNB7OcjOhkJa/lp2nqrtzn91f33crvZy3/PCSzs7NVT8KoIjqZHN2zR2YH7Htz+dm/zJT7ioaDWU5GdLKSK7+wPd++CXD35Rfu0LHylyGZnZ2tehJGFdHJtOiu31ratLvX5/HWdbm6eKf017XRmOVkRCcrp/LN6YvdUxG5t5h1evtRyDVPeciGfRnbu2REJ9Oim5q5UVbfP7zr9JFPrnd7InsqtH4WPv2wKzD9i+O4/cxrzHIyopPxuXyvMBJkRCfTonvmrc9KrPz4yKfdnqj9TGo1wSwnIzoZle8VRoKM6GRadD9943yJlf/EK2e7PVF75bvnEcnvnxg1v7/bsf0sI0EQmE9p2z8vPI57uz0ZifkTs3JvP708eG7IiW4AVL5XGAkyopNp0W2dnCux8h/Zc6bbE9kN+3YV33a52d5uK9y+OTDsGdYK51e393fPvpIkiXkHkN//vJI9YUtO5ZeN6GRUvlcYCTKik2nRPbavzMrfPNHs9kS2yE1h29Os5m1nS7UVXjhzaOHMa+5Xrbj3dHcc2IOUzQ9UfrmITkble4WRICM6mRbdTw6WuWF/6+Rctyfq+K1ohV+ZH+y6vtnO767lm/sXKr/900lU/nAQnYzK9wojQUZ0Mi26+MinJVb+9sPzXZ/I2Vxv1uPt54lsMZtN8XaPvv1t78p39/q7t+dU/gYjOhmV7xVGgozoZFp0Rz65XmLlHzx5rfTXtdGY5WREJ6PyvcJIkBGdTIvu+u3lEiv/ys27pb+ujcYsJyM6GZXvFUaCjOhkcnTPvbNQSt/3+FB+nTHLyYhORuV7hZEgIzqZHN3nt5Y3Twx6zt1Nu5sXb3xT7isaDmY5GdHJqHyvMBJkRCcbJLpDH38xYOW/duJqia9lmJjlZEQno/K9wkiQEZ1swOheOHZR7vsdb39W1qsYPmY5GdHJqHyvMBJkRCcbMLrWyurOqQta3y8tr5T1KoaPWU5GdDIq3yuMBBnRyUqJ7u3T1/vfr79pd/PNj0bvU3kFzHIyopNR+V5hJMiITlZWdJ/fWu5ndf+5dxZG8SN57ZjlZEQno/K9wkiQEZ2s3Oiu3Lz79unr2w/Pb52c27S7adbpt07ObT88f+ST636UvcEsJyM6GZXvFUaCjOhkRKchNxnRyah8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRyYhOQ24yopNR+V5hJMiITkZ0GnKTEZ2MyvcKI0FGdDKi05CbjOhkVL5XGAkyopMRnYbcZEQno/K9wkiQEZ2M6DRDyC1N00aj0Wg04jg2t4RhmKZpnueNxreL8SAIkiTZ6CkpF7OcjMr3CiNBRnQyotMMIbcwDLMsy/M8iiJ7i1v5URTZdwMjhFlORuV7hZEgIzoZ0WmGkFsURbbsDbfykyQp/HZUMMvJqPzRsNxaPTF/a+fUhW0Hssf2zT286/SWl2ef3H/u2aML02cX7feJMRJkRCcjOs1wcouiqNuG/UajYbYBjBxmORmVX3dLyyu/+sPnj+w50+OLRjZPNF/63eVbSy1GgozoZESnKSu3Vqv1+uuv77vv448/br9PEASm6d3KT9M0CIJSpmHImOVkVH6tnVr4asvLs31+o+ije2deOXam6kkeVSxEZESnKSu3hYWFd955p+OvwjC0P7RXfp7ncRyP4rZ9ZjkZlV9fB09eM98ktq7Lnt9ebq2sVj3to4eFiIzoNGXldvz48XPnznX8VRzHZgN+FEXm6H27Wm+P2A/DcOSO4GOWk1H5NfXmR9fWW/Zu61c9+aOHhYiM6DSl5NZqtfbv3//NN98M/lAjhFlORuXX0amFr4T1e/cyNXOj6hcxYliIyHyK7tZSa/rs4nPvLNjjZB/bN7ftQPbs0YVjszduLbVKfK5ScuuxVd9jPs1yQ0bl185ya7X//fc9DuhbvHOv6pcySliIyPyIbvHOvYnpS73fam/a3ZyYvlTWyFpXbreWWlMzN55567OfHDy/dXJu6+TcT984/8xbnx38v+/+vzNzpUzPCPFjlqsElV87g2zSdy8T05eqfimjhIWIzIPops8uPrp3pv/300ebXw7+pH3mtnjn3gvHLnZ8L/Kfd33y4r5X/svExy8cu3j99vLgkzQqPJjlqkLl10trZfWHL/W76Ol92bS7We52SL+xEJGNdHStldU9v70sjK8Xjl0c8DjZfnI72vyyxwd0n5g4/vOX/sW+ETn08ReDTM8IGelZrlpUfr18cuF2KX1vLuzR7x8LEdlIRzcxfUkeXzunLgzy1L1za62srjlt//jikf/+y/fKfSMyEkZ6lqsWlV8vu967WGLlx0c+7fgsSZK4H8sxH9U1Z+kyzO32lhE9Rde6sBCRjW50R5tfDjjE3vzomvzsvXNbc9uD2ar/t//nVLlvREbC6M5ylaPy6+XpQ/MlVv7Wyc7H9WRZ5p51y/wcRZH5Qi1z5u0sy8x5PLIsG7mP7QpYiMhGNLrFO/d6n9Syn8vmieaVm3e1CeiR2/TZxTWf2t2qX7i8ffq6mspoGNFZrg6o/Hp54pWzJVb+pt3Nbk9kT8Jl1/gLlZ/fPyXnsF56xViIyEY0uheOlbNF7dmjC9oEdMvt1lKrn2MJ27fqu29E/D6ab0RnuTqg8utl6+RciZX/8K7T3Z7I9rr79ZpmM767AYAN+1jTKEZ3a6k14Kkv3IvWr91ye+l3ax9O2G2rvr28cOziYAnV2ijOcjVB5dfL0Nby8/vb8+1ZuO1afsHofvfGurAQkY1idFMzN0ocaEc+6bohPY5ju1/Mvs82Y212djYIAvd9dhAEHzfnNk80/+hP//zP/uqJHs/YY6u+Hfv9vxFZ+ubbfRM/+PE/PPSDbf+8Z7+5+vfP7Hpr6ndL9Tu13yjOcjVB5dfLcPblG+a7tO3yqFD5SZKYq4Ud/75iISIbxeieeeuzEgdat+Nk8z4q392EFgTBq+989Gd/9cSf/MVf937GHlv17aWfkwdcv3Hzn36R/OLFA+bqAw9ueeDBLbbyzdVf7P2VnPMGGcVZriao/Hop94j97YfnezxXkiTuRvv2tXy7CjIOe/RZiMhGMbqfHDw/nPfW6638v/3J83/0p3/e++nW3Kq/5hsR6y8f+rsHHtzyz/dLvWPl26v/8tZ7UtjlG8VZriao/Hrhc/lVYSEiG8Xoyj1o5pE9Xb+02n6Xnf1Gu7zThn2zf81c/XdPvtT76dbcqr/mG5FW69uTdH1b6v1V/gMPbvnZcy+urFb/uf9RnOVqgsqvF86+VxUWIrJRjG6Ylb+utfy/+mnSaDR6P10/W/Uf3nV680TXQ3l+k35oflhv5T/w4JbfvPeBnntJRnGWqwkqv3Y4x34lWIjIRjG62m7Y/w//8Nb3/us/9t62/z/3TK25Vd9cOk5ScvCtYsevp/Lt1QqN4ixXE1R+7fBNepVgISIbxehqe/je3+w4+vCu03/yF3+95hF8a146fmDn4uXPw+//iMofW1R+HZ1a+GrADw2zF3+9WIjIRjG6oX1Ir4eOuT25/1xZU9Vx28NPtu/s0PFU/tig8mtqkM37e357uerJHz0sRGSjGF1tT8Xz7NGFsqaq4wd2One8VPmff1HZesUoznI1QeXX18GT14Sl0p7fXh6Hr9IqHQsR2YhGV88T7pa4+aHjd+mWWPm/OvSO9sIHN6KzXB1Q+bV2auGr/vfrP7p35pVjXY8cRm8sRGQjGl09v1Zn8c69sjY/dJywEiv/fzz9nPbCBzeis1wdUPl1t7S88qs/fN572bR5ovnS7y7fWmoxEmREJxvd6Or55bmlbH7otu2hxMp/OHpKfu0DGt1ZrnJU/mhYbq2emL+1c+rCtgPZY/vmHt51esvLs0/uP/fs0YXps4tLyyvmbowEGdHJRjq6ielLcq0O+M303XJbvHNv88RAK/qbdnfd9lBi5f/7v3l8kJc/iJGe5apF5XuFkSAjOtlIR9daWdXOcr1z6sKAB830yG3AzQ89tj1Q+WOOyvcKI0FGdDIPopuaudH/ivWm3c2OR8atV+/c5M37O97+rMfDsmF/zFH5XmEkyIhO5kd0i3fuvXDsYu9D5zbtbr5w7KJ8vF5B79yWW6s7py4IfW9383XE4Xtjjsr3CiNBRnQyn6K7tdSaPrv43DsL9qCZx/bNbTuQPXt04djsjXK/tKKf3N78qN9P6m7a3XztxNU1H5AP6Y05Kt8rjAQZ0cmITtNnbldu3l3z9MA73v6sz20PnIpnzFH5XmEkyIhORnSadeV25ebdgyevbT88v3Vy7pE9Zx7Zc2br5Fx85NMjn1xf17n/OOHumKPyvcJIkBGdjOg0leTG1+qMOSrfK4wEGdHJiE5TVW58ee44o/K9wkiQEZ2M6DQV5vab9EPzg1D5v3nvg+FPcAGznIzK9wojQUZ0MqLTVJhbq/XtRw/WW/nbf75nZbX6b+1ilpNR+V5hJMiITkZ0mjrkFn7/R/1X/qtv/LqaqWxTh+hGFJXvFUaCjOhkRKepQ24XL3/+s+de/MWLB8zVjpX/i/tvCOqjDtGNKCrfK4wEGdHJiE5Tn9yWvvn2M/0/+PE/PPSDbbby//6ZXW9N/W7pm2+qm7TO6hPdyCmn8tM0bdyXZZm5MYoic0uSJO1Xe6DyZYwEGdHJiE5DbjKik5W8lp8kSRRF5ocwDPM8z7LM1Lx7tfejU/kyRoKM6GREpyE3GdHJSq78OI7jODY/2LX5IAiiKHKv2i0BHVH5MkaCjOhkRKchNxnRyUqr/DAMG42GWZXP89zt+DAMwzB0r1L5G4SRICM6GdFpyE1GdLKS1/LTNA2CIP9u5QdB4FZ+P2v55yGZnZ2tehJGFdHJiE5DbjKik5Vc+VmWmcp3d94HQVC42vvRp6amliGZnZ2tehJGFdHJiE5DbjKik5VT+UmS2CP20zQ1N5pN/faWwtXelS9ME3K2dw2A6GSF6Ib5lfMjjVlORnQyPpfvFUaCjOhkNrrFO/cmpi9t2t3s8c3um3Y3J6YvLd65V+001wGznIzoZFS+VxgJMqKTmeiONr/cPNGr7N3L5onm0eaXVU94xZjlZEQno/K9wkiQEZ3s9JnZF45d7LPs3csLxy62Vqr/jpaqbOgsl6ap/fyUewSVPbDaHkYdhqH5ZLVh99LaG9vPombuY4/Ctnt1zUlZhoDRKqPyvcJIkBGd7H+90e/Kfftl59SFqie/MnWo/DiOCz1t/8qcM639LGrmfGvuZ63XPLta6RitMirfK4wEGdFp3vzomtz35vLmR9eqfhHVqLzybZ13ZIq8cFI1W/NU/oii8r3CSJARneDKzbu9D9brc7/+lZt3q34pFdjoym84OlZ+j89PJUliNuwXTqrWrfIL+wI2GqNVRuV7hZEgIzrBM299NmDfm8uzRxeqfikVqHwt37wt6P233c6V3vEkqkNb3We0yqh8rzASZES3Xldu3i2l783l+u3lql/QsFVe+VmWtW/bL9zS7Sxq7ZXfz1emlYXRKqPyvcJIkBHdeh08OehefPdy5JPr3Z7Ifj9nGIZrnshrhAy58k0l21a2q+xRFLlH8Lm7A8ybg8JZ1NwTr0VR5O5BGNr/DqNVRuV7hZEgI7r12n54vsTKj4982u2JqHwUEJ2MyvcKI0FGdOu1dXKuxMrfOjnX7YkKlW+L367ImiPR7CfF7VrpsJIQMcvJiE5G5XuFkSAjuvV6ZM+ZEiv/kT1nuj1RofLtVbNbOo5jc6C4+w5gWBkMhFlORnQyKt8rjAQZ0a1XVZWf3z8y3Pxrzw1nP4pmdjYP7UxwMmY5GdHJqHyvMBJkRLdeVW3Yz/M8iiJ72jj3XDEuc2TZhr36EjDLyYhORuV7hZEgI7r1qvDwPXOUuG10uy/fPYC8/pv3meVkRCej8r3CSJAR3XoN7UN6vmKWkxGdjMr3CiNBRnTrxal4BsQsJyM6GZXvFUaCjOgEZZ1wd8fbn1X9UirALCcjOhmV7xVGgozoBBdvfDP41+ps2s3X6mB9iE5G5XuFkSAjOs3kB1cHrPzXTlyt+kVUg1lORnQyKt8rjAQZ0cn+/oC+oj+em/QNZjkZ0cmofK8wEmREJ/ukObvjbWWn/o63P1taXql68ivDLCcjOhmV7xVGgozoZCa6gyev9b9ff9Pu5psfXat6wivGLCcjOhmV7xVGgozoZDa6KzfvPvfOwpp9/9w7C+N5vF4Bs5yM6GRUvlcYCTKikxWiu3Lz7tunr28/PL91cs6s92/a3dw6Obf98PyRT65T9haznIzoZFS+VxgJMqKTEZ2G3GREJ6PyvcJIkBGdjOg05CYjOhmV7xVGgozoZESnITcZ0cmofK8wEmREJyM6DbnJiE5G5XuFkSAjOhnRachNRnQyKt8rjAQZ0cmITkNuMqKTUfleYSTIiE5GdBpykxGdjMr3CiNBRnQyotOQm4zoZFS+VxgJMqKTEZ2G3GREJ6PyvcJIkBGdjOg05CYjOhmV7xVGgozoZESnITcZ0cmofK8wEmREJyM6DbnJiE5G5XuFkSAjOhnRachNRnQyKt8rjAQZ0cmITkNuMqKTUfleYSTIiE5GdBpykxGdjMr3CiNBRnQyotOQm4zoZFS+VxgJMqKTEZ2G3GREJ6PyvcJIkBGdjOg05CYjOhmV7xVGgozoZESnITcZ0cmofK8wEmREJyM6DbnJiE5G5XuFkSAjOhnRachNRnQyKt8rjAQZ0cmITkNuMqKTUfleYSTIiE5GdBpykxGdjMr3CiNBRnQyotOQm4zoZFS+VxgJMqKTEZ2G3GREJ6PyvcJIkBGdjOg05CYjOhmV7xVGgozoZESnITcZ0cmofK8wEmREJyM6DbnJiE5G5XuFkSAjOhnRachNRnQyKt8rjAQZ0cmITkNuMqKTUfleYSTIiE5GdBpykxGdjMr3CiNBRnQyotOQm4zoZFS+VxgJMqKTEZ2G3GREJ6PyvcJIkBGdjOg05CYjOhmV7xVGgozoZESnITcZ0cmofK8wEmREJyM6DbnJiE5G5XuFkSAjOhnRachNRnQyKt8rjAQZ0cmITkNuMqKTUfleYSTIiE5GdBpykxGdjMr3CiNBRnQyotOQm4zoZFS+VxgJMqKTEZ2G3GREJyut8sMwbDQajUYjy7I8z7Msa9wXx3Ge51EUmatJkvR+dCpfxkiQEZ2M6DTkJiM6WTmVn6ap6fUkSaIoyvM8y7IgCOwdkiQJwzC//1ag96NT+TJGgozoZESnITcZ0clK3rDfrfLjOLYr90EQmC0B3VD5MkaCjOhkRKchNxnRyUqu/DAM2zfsm/cBtvLtfbqh8mWMBBnRyYhOQ24yopOVWflur1tmdd/9VT9r+echmZ2drXoSRhXRyYhOQ24yopOVefhex+Py0jQNgsDdl+9u8O9W+cuQzM7OVj0Jo4roZESnITcZ0cnKqfwkSRqOwi1mnd4e0p+m6ZqVL0wTcrZ3DYDoZESnITcZ0cn4XL5XGAkyopMRnYbcZEQno/K9wkiQEZ2M6DTkJiM6GZXvFUaCjOhkRKchNxnRyah8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRyYhOQ24yopNR+V5hJMiITkZ0GnKTEZ2MyvcKI0FGdDKi05CbjOhkVL5XGAkyopMRnYbcZEQno/K9wkiQEZ2M6DTkJiM6GZXvFUaCjOhkRKchNxnRyah8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRyYhOQ24yopNR+V5hJMiITkZ0GnKTEZ2MyvcKI0FGdDKi05CbjOhkVL5XGAkyopMRnYbcZEQno/K9wkiQEZ2M6DTkJiM6GZXvFUaCjOhkRKchNxnRyah8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRyYhOQ24yopNR+V5hJMiITkZ0GnKTEZ2MyvcKI0FGdDKi05CbjOhkVL5XGAkyopMRnYbcZEQno/K9wkiQEZ2M6DTkJiM6GZXvFUaCjOhkRKchNxnRyah8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRyYhOQ24yopNR+V5hJMiITkZ0GnKTEZ2MyvcKI0FGdDKi05CbjOhkVL5XGAkyopMRnYbcZEQno/K9wkiQEZ2M6DTkJiM6GZXvFUaCjOhkRKchNxnRyah8rzASZEQnIzoNucmITkble4WRICM6GdFpyE1GdDIq3yuMBBnRyYhOQ24yopNR+V5hJMiITkZ0GnKTEZ2MyvcKI0FGdDKi05CbjOhkVL5XGAkyopMRnYbcZMOP7oEHt9T50v8LofK9wkJERnQyotOQm4zKp/KR5yxEBkB0MqLTkJuMyqfykecsRAZAdDKi05CbjMqn8pHnLEQGQHQyotOQm4zKp/KR5yxEBkB0MqLTkJuMyqfykecsRAZAdDKi05CbrJ6Vf/PWbbmzXz/ybp7nzdnzVD7WgYWIjOhkRKchN1lNKt/0dJ7nxz88tWblPz/xao9GP/7hqecnXmUtH+vDQkRGdDKi05CbrCaVf+HS1cJa/s1bt/M8f/3Iu6bjzd+apncfytzNvgOwbx1eP/Ju4a9eP/LuhUtX8zzv/Yag/xdC5XuFhYiM6GREpyE3WU0q//iHp3KnjPM8f/ypHY8/tcO8FbAr/RcuXX1+4lW7lv/8xKtmq4B7ac6eN49T+KvXj7zbz9b+/l8Ile8VFiIyopMRnYbcZDWpfNvNppVtW5sf7DYAs9He3bDfnD2ff3fF3VZ+4a9eP/Ju+/sDKh/fYiEiIzoZ0WnITVaryrcdX6h8+1cXLl19/KkdhX35dmNAofILf0XloxcWIjKikxGdhtxkNal8+1uz875Q+YWD+8z9b9667e65b6/8wl9R+eiFhYiM6GREpyE3WU0qvz6X/l8Ile8VFiIyopMRnYbcZFQ+lY88ZyEyAKKTEZ2G3GRUPpWPPGchMgCikxGdhtxkVD6VjzxnITIAopMRnYbcZFQ+lY88ZyEyAKKTEZ2G3GRUPpWPPGchMgCikxGdhtxkRCej8r3CSJARnYzoNOQmIzoZle8VRoKM6GREpyE3GdHJqHyvMBJkRCcjOg25yYhORuV7hZEgIzoZ0WnITUZ0MirfK4wEGdHJiE5DbjKik1H5XmEkyIhORnQacpMRnay0yg/DsNFoNBqNLMvMLVEUmVuSJGm/2gOVL2MkyIhORnQacpMRnaycyk/TNI7jPM+TJImiyPwQhmGe51mWmZp3r/Z+dCpfxkiQEZ2M6DTkJiM6Wckb9m3lx3Fs1+aDIIiiyL1qtwR0ROXLGAkyopMRnYbcZEQnK7nywzA0de52iR0G+gAAA0VJREFUfBiGYRi6V6n8DcJIkBGdjOg05CYjOlmZle/WfGG13q38Ndfy//Vf/3UKAACUqtlsllP5bqnn392XHwRB4arwlAAAYPiKlZ8kScNhbrTH8Kdp2n4VAADU38Z+Lh8AANQElQ8AwFig8gEAGAtUPgAAY4HKBwBgLFD5AACMBSofAICxQOUDADAWSqv8NE3N+XnMl/Hk979qr9FomJP0Fa7CiuO48GXEQRCYW8yJDu35kWy2yJ05yj0rlA3TfCFk4SoM94xb5hY7fu18yBm3egjD0F2OFcIsXIXLXY7ZecyEaWdCs9yDVWiEvK0U+u+I0mZKOyn2xPtBEJiFRRRFcRwXrpb1vB5oP4Gx++UF7pcU2wzhStPUZJimqc3QVJd7tff3QYynOI7NYLQZ2tvNssONFIb5clEbiz1DuQmtcLXKCa0fE45b+e4CzQ7SwknfUfg6m0IpmL63V3t3RPnvQ93KN7eY/+PC1dKfd9R1q/w0TW1c7lccwbJzVJIk9t1kGIbum8vCwgWGnaMKlR9FkY2LtVVXlmUmKHe0mh9MhoWrlUxkPZnh6S7Q3FFpg82dd6IwCpVfKAXDXu3dESUPZjspboG1jwQqv51ZdTA/28045v/PxuXeB3meR1Hk7ipylxRmfcu9SuW7zDxmZy13w74ZsDYu1vJd7uZM84N9S2RKq3B1+FNYW3ZTXPuGfTO/uVutqXyX2wj5d1eb4zg2qzf26vAq361592fz5Xus5ffQLZMgCNzNg6zld2Q3c7mVH4ahW/ms5XdkvxjTMkteNy7W8i338BH7XtM9HsKtfNbyXYUvbCss7sxQZS1/TWZ13+0Ls25TwVp++z4/d+e92fXlXi3reT3QY5+fWeVy99OwQ7ojE1FhX37hamUTV2PttWTeBLj78umtjjruyze95V6tchJrqeNWXtMO7r583qB3ZCJqP8Cr/44obTlotzzYo6MLh19yNGZHhfWGNE3dW+yyww0WRvtB5vn9Tf32lsJVGHaOsgtZ9xZzHzuieZfZkbtF013p56NJvbmVX6gMPprUUXsj5AN8NIlVHwAAxgKVDwDAWKDyAQAYC1Q+AABjgcoHAGAsUPkAAIwFKh8AgLHw/wGpJGfl66AY2AAAAABJRU5ErkJggg==" /> </span></div>
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<span style="font-family: "verdana" , sans-serif;">Kokonaislaukausmäärässä ainoastaan IFK Mariehamn pääsi samaan kastiin HJK:n kanssa. Minor_LS:n aineistossa HJK:lla oli hieman enemmän laukauksia ja luotan enemmän hänen aineistoonsa kuin Instatin / Ottelukeskuksen, mutta joukkuevertailussa <span style="font-family: "verdana" , sans-serif;">jouduin käyttämään Ottelukesku<span style="font-family: "verdana" , sans-serif;">ksen aineistoa</span></span>. </span><br />
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<span style="font-family: "verdana" , sans-serif;">Yhteenvetona voidaan todeta, että kokonaislaukausten määrä ei ollut HJK:n suurin ongelma. Kokonaislaukausmäärä oli suurempi kuin kaudella 2015 (459 vs. 424), mutta päästetyt laukaukset kasvoivat edelliskauden 312 laukauksesta 372:een laukaukseen. V</span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">astustajat pääsivätkin laukomaan HJK:ta vastaan huomattavasti useammin, kuin esimerkiksi SJK:ta vastaan.</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Maalia kohti suuntautuneissa laukauksissa tilanne kehittyi huomattavasti heikommin:</span></span></div>
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" /> </span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Tässä HJK jäi selvästi jälkeen SJK:sta ja IFK Mariehamnista, mutta myös edelliskaudesta. HJK:n laukauksista vain 33% suuntautui kohti vastustajan maalia, kun Veikkausliigan keskiarvo oli 35,3% ja HJK:n lukema kaudella 2015 oli 37%. HJK:n tehokkuus (scoring-%, eli se kuinka monta prosenttia maalia kohti menneistä laukauksista meni maaliin) sen sijaan parani merkittävästi kaudella 2016. Scoring-% nousi kauden 2015 melko keskinkertaisesta 28,5 prosentista Veikkausliigan parhaaseen 34,4 prosenttiin. Kun Veikkausliigan keskimääräinen taso on pyörinyt viime vuosina 27-29 prosentin tuntumassa, niin voidaan hyvin todeta, että HJK:n kausi 2016 olisi ollut vielä synkempi, mikäli joukkueen viimeistelyprosentti ei olisi ollut niin poikkeuksellisen hyvä kuin mitä se lopulta oli. HJK:n scoring-% oli selkeästi sarjan paras ennen VPS:ää ja SJK:ta (n. 33% molemmat). Muut joukkueet jäivät kauas tästä kolmikosta viimeistelytarkkuudessaan.</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Sivuhuomautuksena muuten ensimmäisessä kuvassa räikeästi erottuvan VPS:n luvuista sen verran, että joukkueen laukauksista kaudella 2016 44,3% suuntautui maalia kohti. Ero toiseksi parhaaseen joukkueeseen Ropsiin (38,9%) oli valtava. Kun tähän yhdistää vielä VPS:n kovan scoring-prosentin, niin on melko helppo <span style="font-family: "verdana" , sans-serif;">enn<span style="font-family: "verdana" , sans-serif;">ustaa</span></span>, että VPS:llä voi olla vaikea toistaa tämän kauden erinomainen menestys ensi kaudella.<span style="font-family: "verdana" , sans-serif;"> Täytyy kuitenkin huo<span style="font-family: "verdana" , sans-serif;">mioi<span style="font-family: "verdana" , sans-serif;">da se, että minulla ei ole <span style="font-family: "verdana" , sans-serif;">käytössäni </span></span></span></span></span></span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">tarkemp<span style="font-family: "verdana" , sans-serif;">ia tietoja</span></span></span></span></span></span></span></span> VPS:n laukau<span style="font-family: "verdana" , sans-serif;">ksista ja niiden <span style="font-family: "verdana" , sans-serif;">lokaatioista</span><span style="font-family: "verdana" , sans-serif;">. Mikäli suurin osa laukauksista o<span style="font-family: "verdana" , sans-serif;">li hyvästä sektorista ja tämä on valmennuksellisesti <span style="font-family: "verdana" , sans-serif;">harkittua ja tarkoituksenmukaista</span>, niin tällöin<span style="font-family: "verdana" , sans-serif;"> <span style="font-family: "verdana" , sans-serif;">"on target<span style="font-family: "verdana" , sans-serif;">-%" ja scoring-%<span style="font-family: "verdana" , sans-serif;"> voivat jatkossakin olla keskimääräistä paremmalla tasolla. Matemaa<span style="font-family: "verdana" , sans-serif;">ttisesti tarkasteltuna tällainen taktii<span style="font-family: "verdana" , sans-serif;">kka olisi jop<span style="font-family: "verdana" , sans-serif;">a <span style="font-family: "verdana" , sans-serif;">järkevä strategia. </span></span>V</span>ä<span style="font-family: "verdana" , sans-serif;">hemmän laukauksia, mutta hyvistä paik<span style="font-family: "verdana" , sans-serif;">oista</span> <span style="font-family: "verdana" , sans-serif;">on parempi k<span style="font-family: "verdana" , sans-serif;">uin</span> enemmän laukauksia heikommista paikoista<span style="font-family: "verdana" , sans-serif;">, koska tällöin varianssi pienenee ja oman menestyksen todennäköisyys on hieman parempi.</span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">HJK:n pelaajien laukaukset</span></span></h3>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Siirrytäänpäs sitten HJK:n pelaajakohtaiseen dataan, jonka sain käyttööni. Olenkin näistä jo jotain laitellut twitteriin, mutta ajattelin vielä käydä hieman kokonaisvaltaisemmin läpi tämän erinomaisen aineiston. Keskityn tässä erityisesti pelitilannelaukauksiin, ja jätän mahdolliset erikoistilanteet (kulmat, niiden jälkitilanteet, suorat vaparit, epäsuorat vaparit) toiseen tarkasteluun.</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">HJK:lla oli aineiston mukaan 349 pelitilannelaukausta (open play shot):</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><img alt="" height="480" 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" 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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Kuvassa on esitetty pelaajakohtainen pelitilannelaukausten määrä (x-akseli) sekä prosenttiosuus kaikista HJK:n kauden 2016 pelitilannelaukauksista. Kuvasta näkyy hyvin, mikä Alfredo Moreloksen merkitys joukkueelle oli. Lähes joka kolmas laukaus tuli Moreloksen toimesta. Yhden hyökkääjän taktiikasta johtuen esimerkiksi Mikael Forssellin osuus laukauksista jäi todella alhaiseksi, vaikka Miklun tehokkuus oli erinomaisella tasolla niinä harvoina kertoina kun hän pääsi vähänkään pidemmäksi aikaa kentälle.</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Jotta pelaajien tilastoja voidaan paremmin vertailla, kannattaa käyttää per 90 minuuttia lukuja. Eli tällöin kaikki tilastot yhteismitallistetaan ja vertailu helpottuu.</span></span></div>
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" 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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Mensah rikkoo vertailun, koska hänellä oli pelaamissaan 17 minuutissa 2 pelitilannelaukausta. Moreloksen lukema 3,81 on minuuttimäärä huomioiden erittäin korkea, kuten aiemmista kuvista saattoi arvatakin. Seuraavat pelaajat ovat melko tasaisena ryhmänä huomattavasti Moreloksen perässä. Tämä ryhmä koostuu pääosin muista hyökkäyspelaajista. Lähes kahden laukauksen ero / 90 minuuttia on todella iso. Jos pelaajilla olisi esim. 30% scoring-%, niin Moreloksen muita suurempi laukaisuvolyymi tarkoittaisi noin 0,5 maalia per ottelu enemmän kuin muilla hyökkäyspelaajilla. T<span style="font-family: "verdana" , sans-serif;">ästä herääkin <span style="font-family: "verdana" , sans-serif;">k</span></span>ysymys, että oliko Moreloksen laukaisuvalikoima huono, eli preferoiko hän volyymiä laadun sijasta? Tarkastelen alla tarkemmin ensin Moreloksen, ja sitten <span style="font-family: "verdana" , sans-serif;">muutaman </span>eniten pelitilannelaukauksia laukoneen pelaajan lukuja.</span></span></div>
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" /> </span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Yll<span style="font-family: "verdana" , sans-serif;">äolevan k</span></span>uvan prosentit kertovat kuinka monta prosenttia Moreloksen pelitilannelaukauksista lähti mistäkin päin kenttää. </span></span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Suurin osa laukauksista tuli 16-alueen sisältä, valtaosin hyvistä maalitekosektoreista. </span></span></span></span><br />
<br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Morelos laukoi kuitenkin omaan makuuni vähän turhan paljon kauempaa ja huonoista kulmista. Lähes kaikki <span style="font-family: "verdana" , sans-serif;">Moreloksen maalit tulivat laukauksista, jotka lähtivät hyvästä sektorista ja melko lähe<span style="font-family: "verdana" , sans-serif;">ltä maalia. </span></span></span></span><span style="font-family: "verdana" , sans-serif;">Moreloksella oli sen<span style="font-family: "verdana" , sans-serif;"> verran paljon laukauksia, että hänen osaltaan voidaan myös tarkastella laukausten maalitodennäköisyyksi<span style="font-family: "verdana" , sans-serif;">ä.<span style="font-family: "verdana" , sans-serif;"> <span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Alla olevasta kar<span style="font-family: "verdana" , sans-serif;">tasta nähdään<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"> </span>Moreloksen <span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">pelitilannelaukausten maalin todennäköisyys (<span style="font-family: "verdana" , sans-serif;">eli maalit <span style="font-family: "verdana" , sans-serif;">per</span> <span style="font-family: "verdana" , sans-serif;">alue</span> / laukaukset </span></span></span></span></span>per alue):</span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><img alt="" 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" /> </span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Kuten maali<span style="font-family: "verdana" , sans-serif;">en <span style="font-family: "verdana" , sans-serif;">jakaumaa <span style="font-family: "verdana" , sans-serif;">havainnollistava kuva o<span style="font-family: "verdana" , sans-serif;">soittaa, painottuivat maaliin menneet laukaukset <span style="font-family: "verdana" , sans-serif;">keskelle ja <span style="font-family: "verdana" , sans-serif;">maalin lähistölle. </span></span></span></span></span></span></span></span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Lau<span style="font-family: "verdana" , sans-serif;">kausvalikoima on sellainen asia, että pelaajaa valmentamalla sitä voitaisiin vielä entisestään parantaa<span style="font-family: "verdana" , sans-serif;">. Mi<span style="font-family: "verdana" , sans-serif;">käli <span style="font-family: "verdana" , sans-serif;">hyvin epä<span style="font-family: "verdana" , sans-serif;">todennäköisiä kauko<span style="font-family: "verdana" , sans-serif;">laukauksia <span style="font-family: "verdana" , sans-serif;">jätettäisiin laukomatta <span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">vaikkapa</span> 50% kerroista, voitaisiin todennäköisesti lisätä oman jo<span style="font-family: "verdana" , sans-serif;">ukkueen menestysmahdollisuuksia jopa merkittävästi.</span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Edellä todettiin, että HJK <span style="font-family: "verdana" , sans-serif;">joukkue</span>ena oli tällä kaudella scoring-prosentissaan omilla luvuillaan, mutta Morelos pisti isosta laukausmäärästään huolimatta vielä selvästi HJK:n keskimääräistä tasoa paremmaksi. Pelitilannelaukausten tarkkuus (on target-%) oli sekin hyvää tasoa. </span></span></div>
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<h4 style="text-align: justify;">
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Tanaka - pelitilannelaukaukset 2016</span></span></h4>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Atomilla oli HJK:n toiseksi eniten pelitilannelaukauksia, vaikka kokonaislaukausmäärissä hän oli vasta 5. sijalla.</span></span></div>
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" /> </span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Atomin laukaukset tulivat pääosin kauempaa kuin Moreloksen, mutta melko keskeltä. Myös hänen kohdallaan numerot ovat erinomaisella tasolla. Laukaukset eivät menneet maalia kohti aivan yhtä tarkasti kuin Moreloksella, mutta viimeistelyprosentti oli Morelostakin parempi (41,7%).</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Alho - pelitilannelaukaukset 2016</span></span></h4>
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<span style="font-family: "verdana" , sans-serif;">Nikolai Alholla oli kolmanneksi eniten pelitilannelaukauksia ja toiseksi eniten laukauksia. Alho on laitapelaaja, mikä näkyy myös hänen laukaisukartassaan:</span></div>
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" /> </span></div>
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<span style="font-family: "verdana" , sans-serif;">Valtaosa laukauksista tuli oikealta puolelta, mutta mikä merkittävämpää, Alhon laukauksista selvästi suurempi osa tuli huomattavasti kauempaa kuin Atomin tai Moreloksen laukaukset. Alhon laukaisutarkkuus oli hyvä, mutta viimeistelyprosentti melko heikko (14,3%). Omaan silmään näytti, että Alhon laukaukset eivät tällä kaudella olleet ihan yhtä hyviä kuin aiemmin ja tilastot tukevat tätä näköhavaintoa ainakin siinä mielessä, että maalia kohti menneistä laukauksistakaan kovin moni ei mennyt sisään.</span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Odu - pelitilannelaukaukset 2016</span></span></h4>
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<span style="font-family: "verdana" , sans-serif;">Odu pelasi vasemmalla laidalla ja tämä myös näkyy selvästi kartasta:</span></div>
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<span style="font-family: "verdana" , sans-serif;"><img alt="" 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" /> </span></div>
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<span style="font-family: "verdana" , sans-serif;">Odun kartan tekee mielenkiintoiseksi se, että hänellä näytti olleen selkeästi suosikkipaikka, josta laukaus useimmiten lähti. Useampi kuin joka 5. laukaus lähti samalta pieneltä alueelta rankkarialueen sisältä. Näissä on toki varmasti pientä heittoa, koska laukaukset on poimittu Ottelukeskuksen pikkuruudusta, mutta tästä huolimatta mielenkiintoinen huomio. Myös Odun laukaukset menivät maalia kohti hyvällä prosentilla. Scoring-% oli jopa naurettavan kova.</span></div>
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<span style="font-family: "verdana" , sans-serif;">Yhteenveto</span></h3>
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<span style="font-family: "verdana" , sans-serif;">Näiden neljän pelaajan laukausten tilastoanalyysin perusteella syypäät heikkoon kauteen löytyvät jostain toisaalta. Toki olisi mukava vertailla muiden joukkueiden hyökkäyspelaajien vastaavia lukuja HJK:n nelikkoon, mutta oikeastaan ainoa vähän huonompi lukema nelikossa oli Nikolai Alhon scoring-%. </span></div>
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<span style="font-family: "verdana" , sans-serif;">Kuten alussa todettiin HJK:n scoring-% kokonaisuutena oli Veikkausliigan paras, joten on erittäin vaikea moittia hyökkäyspään pelaajia kovinkaan paljoa. Suurempi ongelma oli se, että vain Morelos ja Odu pelasivat yli 70% mahdollisista minuuteista ja että Atomin korvaajana peluutettiin Kolehmaista, joka ei missään nimessä ole omimmillaan tuossa roolissa. Kolen anti maalintekopuolella oli heikko, mutta Atomia "reilumpi" vertailu olisi hänen osaltaan keskikentän pohjan pelaajat, sillä 10-paikan pelaajaksi Kolehmaisesta ei ole.</span></div>
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" 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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-84816340959127737992016-11-09T02:38:00.000-08:002016-11-09T02:38:28.638-08:00HJK:n kausi 2016<div style="text-align: justify;">
<span style="font-family: "verdana" , sans-serif;">Blogi on ollut tauolla pidempään, mutta nyt kun sain ystävällisesti twitterkäyttäjältä <a href="https://twitter.com/Minor_LS" rel="nofollow" target="_blank">@Minor_LS</a> (kannattaa ottaa myös blogi seurantaan osoitteessa: <a href="https://minorleaguesoccer.wordpress.com/">https://minorleaguesoccer.wordpress.com/</a>) HJK:n laukaisudatan, niin <span style="font-family: "verdana" , sans-serif;">innostuin tekemään </span>postauksen HJK:n kaudesta 2016. Siellä on <span style="font-family: "verdana" , sans-serif;">näköjään kirjoiteltu <span style="font-family: "verdana" , sans-serif;">HJK:sta </span>samaan aikaan, joten kannattaa ehdottomasti suunnata myös tänne: </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><a href="https://minorleaguesoccer.wordpress.com/2016/11/09/2016-veikkausliiga-review-hjk/">https://minorleaguesoccer.wordpress.com/2016/11/09/2016-veikkausliiga-review-hjk/</a></span></span><br />
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<span style="font-family: "verdana" , sans-serif;">Olen kerännyt Instatin datan Veikkausliigan ottelukeskuksesta ja käyttänyt sitä tässä kirjoituksessa vertaillessani HJK:n tilastoja muihin joukkueisiin.</span></div>
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<span style="font-family: "verdana" , sans-serif;">HJK 2016 - vertailua muihin joukkueisiin</span></h3>
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<span style="font-family: "verdana" , sans-serif;">Katsotaan ensin, miten HJK:n kausi sujui "perinteisten" käyttämieni mittareiden valossa (SoTR, TSR, PDO jne.). Mikäli lyhenteet eivät ole tuttuja, suosittelen vakaasti tutustumaan aiheeseen hieman, joko aiempien blogikirjoitusteni tai esim. tämän sivun avulla <a href="http://statsbomb.com/stat-definitions/">http://statsbomb.com/stat-definitions/</a>. </span></div>
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<span style="font-family: "verdana" , sans-serif;">P</span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">elkästään </span>pelattuj<span style="font-family: "verdana" , sans-serif;">en</span> ottelui<span style="font-family: "verdana" , sans-serif;">den perusteella <span style="font-family: "verdana" , sans-serif;">(</span></span>kabinettipäätöksiä ei huomioida) sarjataulukko </span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">olisi </span>näyttänyt tältä:</span><br />
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<span style="font-family: "verdana" , sans-serif;"><img alt="" src="data:image/png;base64,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" /> </span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">HJK:n osalta sijoitus tässä "todellisessa<span style="font-family: "verdana" , sans-serif;">" sarjataulukossa </span>olisi siis ollut yhden sijan heikomp<span style="font-family: "verdana" , sans-serif;">i. </span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Jos tarkastellaan kautta maalia<span style="font-family: "verdana" , sans-serif;"> kohti suuntautuneiden laukausten <span style="font-family: "verdana" , sans-serif;">ja PDO:n osalta,<span style="font-family: "verdana" , sans-serif;"> niin <span style="font-family: "verdana" , sans-serif;">tilanne näyttää tältä:</span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><img alt="" 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" /> </span></span></span></span></span></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Yksinkertaistetusti sanottuna "<span style="font-family: "verdana" , sans-serif;">h</span>yvänä"<span style="font-family: "verdana" , sans-serif;"> joukkueena <span style="font-family: "verdana" , sans-serif;">voidaan pitää</span> sellaista, jolla oli k<span style="font-family: "verdana" , sans-serif;">oko kauden osalta enemmän laukauksia kohti maalia, kuin vastustajillaan<span style="font-family: "verdana" , sans-serif;"> (So<span style="font-family: "verdana" , sans-serif;">TR > 0,50). "Onnekkaan<span style="font-family: "verdana" , sans-serif;">a" joukkuetta voi pitää, jos sen PDO oli selvästi suurempi kuin 1,0. Kuva osoittaa selkeästi, että näillä mittareilla kaud<span style="font-family: "verdana" , sans-serif;">en kaksi parasta joukkuetta olivat SJK ja IFM Mar<span style="font-family: "verdana" , sans-serif;">iehamn. HJ<span style="font-family: "verdana" , sans-serif;">K<span style="font-family: "verdana" , sans-serif;"> niput<span style="font-family: "verdana" , sans-serif;">tautuu s<span style="font-family: "verdana" , sans-serif;">eura<span style="font-family: "verdana" , sans-serif;">avaan kastiin RoPS:n ja Ilveksen kanssa. Jos<span style="font-family: "verdana" , sans-serif;"> <span style="font-family: "verdana" , sans-serif;">katsotaan<span style="font-family: "verdana" , sans-serif;"> <span style="font-family: "verdana" , sans-serif;">myös <span style="font-family: "verdana" , sans-serif;">kokonaislaukausten suhdetta vastustajan laukauksiin (TSR)<span style="font-family: "verdana" , sans-serif;">, niin <span style="font-family: "verdana" , sans-serif;">kokonaiskuva näyttää tältä:</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"> <img alt="" src="data:image/png;base64,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" /></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Johtopäätös on tästä<span style="font-family: "verdana" , sans-serif;">kin melko samanlainen, eli samat kaksi joukkuetta er<span style="font-family: "verdana" , sans-serif;">ottu<span style="font-family: "verdana" , sans-serif;">vat</span> edellee<span style="font-family: "verdana" , sans-serif;">n </span>selvästi</span></span> muista<span style="font-family: "verdana" , sans-serif;">, ja HJK <span style="font-family: "verdana" , sans-serif;">löytyy</span> seuraavas<span style="font-family: "verdana" , sans-serif;">t</span>a kastis<span style="font-family: "verdana" , sans-serif;">t</span>a. Mino<span style="font-family: "verdana" , sans-serif;">rLS:n bl<span style="font-family: "verdana" , sans-serif;">ogissa <span style="font-family: "verdana" , sans-serif;">oli erittäin hy<span style="font-family: "verdana" , sans-serif;">vää ja lukemisen arvoista <span style="font-family: "verdana" , sans-serif;">analyysiä</span></span></span> <span style="font-family: "verdana" , sans-serif;">ExpG<span style="font-family: "verdana" , sans-serif;">-lukemi<span style="font-family: "verdana" , sans-serif;">sta<span style="font-family: "verdana" , sans-serif;"> (<a href="https://minorleaguesoccer.wordpress.com/2016/11/03/2016-veikkausliiga-review-ifk-mariehamn/">https://minorleaguesoccer.wordpress.com/2016/11/03/2016-veikkausliiga-review-ifk-mariehamn/</a>) ja myös siinä tarkastelussa <span style="font-family: "verdana" , sans-serif;">HJK tuli SJK:n ja IFK Mariehamnin perässä. ExPG-tarkastelussa pyritään huomioimaan pelkkien laukausten lisä<span style="font-family: "verdana" , sans-serif;">ksi myös muun muassa se, mistä laukaukset tulevat. ExpG-tarkastelu on siis ainakin teoriassa huomattavasti parempi tarkastelutapa, kuin pelk<span style="font-family: "verdana" , sans-serif;">ät</span> laukaisumäär<span style="font-family: "verdana" , sans-serif;">ä<span style="font-family: "verdana" , sans-serif;">t.</span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Syöttömäärässä <span style="font-family: "verdana" , sans-serif;">/ ottelu HJK oli Veikkausliigan kolmas 413 syötön keskimääräisellä <span style="font-family: "verdana" , sans-serif;">lukemallaan</span>. Edellä olivat vain VPS ja SJK. <span style="font-family: "verdana" , sans-serif;">VPS:n lukeman te<span style="font-family: "verdana" , sans-serif;">kee</span></span> erittäin mielenkiintoi<span style="font-family: "verdana" , sans-serif;">seksi se, <span style="font-family: "verdana" , sans-serif;">että </span>VPS<span style="font-family: "verdana" , sans-serif;">:n s<span style="font-family: "verdana" , sans-serif;">y<span style="font-family: "verdana" , sans-serif;">öttömäärä kaudella 2015 oli sar<span style="font-family: "verdana" , sans-serif;">jan toiseksi alhaisin, 303 s<span style="font-family: "verdana" , sans-serif;">yöttöä per peli. Pelityylissä tapa<span style="font-family: "verdana" , sans-serif;">htui VPS:n osalta siis lähes täydellinen muutos verrattuna edelliskauteen, mutta ei siitä tässä <span style="font-family: "verdana" , sans-serif;">sen enempää</span>.</span></span></span></span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><img alt="" 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" /> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">HJK:n kauden 201<span style="font-family: "verdana" , sans-serif;">6 sy<span style="font-family: "verdana" , sans-serif;">öttölukemat olivat säänn<span style="font-family: "verdana" , sans-serif;">ö<span style="font-family: "verdana" , sans-serif;">nmukaisesti edelliskautta heikompia<span style="font-family: "verdana" , sans-serif;">:</span> <span style="font-family: "verdana" , sans-serif;">o</span>ma s<span style="font-family: "verdana" , sans-serif;">yöttötarkkuus heikkeni 83,4%:sta 81,9%:iin<span style="font-family: "verdana" , sans-serif;"> ja</span> <span style="font-family: "verdana" , sans-serif;">v</span>as<span style="font-family: "verdana" , sans-serif;">tustajien syöttötarkkuus parani 78,<span style="font-family: "verdana" , sans-serif;">2%:sta 79,6%:iin. Myös <span style="font-family: "verdana" , sans-serif;">HJK:n syöttöjen lukumäärä putosi edelliskauden lähes <span style="font-family: "verdana" , sans-serif;">500 syötöstä / ottelu hieman yli 400 syöttöön <span style="font-family: "verdana" , sans-serif;">/ ottelu<span style="font-family: "verdana" , sans-serif;">.</span></span></span></span></span></span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Kokonaisuutena tämän lyhyen tilastotarkastelun perust<span style="font-family: "verdana" , sans-serif;">eella voidaan sanoa, että HJK:n kausi 2016 ei <span style="font-family: "verdana" , sans-serif;">sujunu</span>t lähes<span style="font-family: "verdana" , sans-serif;">kään </span>odotusten mukaisesti</span></span>. <span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Koko kauden t</span>ilastojen perusteella SJK <span style="font-family: "verdana" , sans-serif;">ja IFK Mariehamn </span>oli<span style="font-family: "verdana" , sans-serif;">vat <span style="font-family: "verdana" , sans-serif;">yksiselitteisesti ka<span style="font-family: "verdana" , sans-serif;">ksi parasta joukkuetta.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<h3>
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">HJK:n tilastojen kehitys kauden 2016 aikana</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></h3>
<br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">HJK:n kausi lässäht<span style="font-family: "verdana" , sans-serif;">i selvästi loppua kohti. Osittain syynä olivat <span style="font-family: "verdana" , sans-serif;">loukkaantumiset avainpelaajistossa, mutta kuten seuraavasta kuvasta nähdään, tuli ensimmäin<span style="font-family: "verdana" , sans-serif;">en hiipuminen jo paljon ennen syksy<span style="font-family: "verdana" , sans-serif;">ä.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><img alt="" height="367" 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" width="640" /> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Kuvassa on esitetty 5 ottelun li<span style="font-family: "verdana" , sans-serif;">u<span style="font-family: "verdana" , sans-serif;">kuvat keskiarvot, jotta yksittäisten otteluiden vaikutus vähenisi ja viimeaikainen </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">trendinomainen</span></span></span> keh<span style="font-family: "verdana" , sans-serif;">itys </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span>nähtäisii<span style="font-family: "verdana" , sans-serif;">n paremmin. <span style="font-family: "verdana" , sans-serif;">Lauka<span style="font-family: "verdana" , sans-serif;">isutilastojen valossa ensimmäinen "notka<span style="font-family: "verdana" , sans-serif;">hdus" tapahtui jo ennen kauden puoliväliä (<span style="font-family: "verdana" , sans-serif;">vasemman<span style="font-family: "verdana" , sans-serif;">puoleinen keltainen alu<span style="font-family: "verdana" , sans-serif;">e</span>). Loppukaudesta nähtii<span style="font-family: "verdana" , sans-serif;">n mi<span style="font-family: "verdana" , sans-serif;">elenkiintoinen vuoristorata, kun laukaustilastot (SoTR) ensi<span style="font-family: "verdana" , sans-serif;">n paranivat selvästi, kunnes aivan lopuksi valuivat taas se<span style="font-family: "verdana" , sans-serif;">lvästi 50%:n alapuolelle. PDO:n heikkeneminen <span style="font-family: "verdana" , sans-serif;">samaan aikaan kun <span style="font-family: "verdana" , sans-serif;">So<span style="font-family: "verdana" , sans-serif;">TR parani teki sen, että tulokset eivät kuitenkaan parantuneet, vaan <span style="font-family: "verdana" , sans-serif;">maalisuhde (goal ratio) h<span style="font-family: "verdana" , sans-serif;">eikkeni <span style="font-family: "verdana" , sans-serif;">laukaustilasto<span style="font-family: "verdana" , sans-serif;">ista huolimatta</span></span>. </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">PDO<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">:ssa on kak<span style="font-family: "verdana" , sans-serif;">si komponentti<span style="font-family: "verdana" , sans-serif;">a: </span></span>torjunta-% ja <span style="font-family: "verdana" , sans-serif;">maalinteko-%.<span style="font-family: "verdana" , sans-serif;"> S</span>euraava kuva avaa v<span style="font-family: "verdana" , sans-serif;">ähän </span>tarkemmin mi<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">kä not<span style="font-family: "verdana" , sans-serif;">ka<span style="font-family: "verdana" , sans-serif;">hdust<span style="font-family: "verdana" , sans-serif;">en taustalla oli</span></span></span></span>.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><img alt="" height="337" 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" width="640" /> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Kuvasta näkyy<span style="font-family: "verdana" , sans-serif;">, että alkukaudesta HJK:n viimeistely oli <span style="font-family: "verdana" , sans-serif;">koko ajan keskimääräistä parem<span style="font-family: "verdana" , sans-serif;">paa. Ensimmäinen notka<span style="font-family: "verdana" , sans-serif;">hdus selittyy laukausmäärien <span style="font-family: "verdana" , sans-serif;">heikkenemis<span style="font-family: "verdana" , sans-serif;">en lisäksi sillä, että <span style="font-family: "verdana" , sans-serif;">scoring-% putosi suunnilleen Veikkausliigan keskimääräiselle tas<span style="font-family: "verdana" , sans-serif;">olle. Loppukaude<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">n</span> notka<span style="font-family: "verdana" , sans-serif;">hduksessa </span>torjunta-% su<span style="font-family: "verdana" , sans-serif;">kelsi<span style="font-family: "verdana" , sans-serif;"> huimasti, kunnes aivan lopussa taas lähti yhdessä <span style="font-family: "verdana" , sans-serif;">s<span style="font-family: "verdana" , sans-serif;">coring-%:n kanssa </span></span>nousuun.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<br />
<h3>
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Yhte<span style="font-family: "verdana" , sans-serif;">enveto</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></h3>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">HJK:n kausi oli pett<span style="font-family: "verdana" , sans-serif;">ymys kokonaisuutena<span style="font-family: "verdana" , sans-serif;">. Mesta<span style="font-family: "verdana" , sans-serif;">ruus meni toisen kerran peräkkäin toisaalle, eikä HJK olisi sitä esity<span style="font-family: "verdana" , sans-serif;">stensä perusteella edes ansainnut. Se<span style="font-family: "verdana" , sans-serif;">uraavassa blogi-kirjo<span style="font-family: "verdana" , sans-serif;">ituksessani a<span style="font-family: "verdana" , sans-serif;">nalysoin HJK:n kautta <span style="font-family: "verdana" , sans-serif;">@MinorLS:n lau<span style="font-family: "verdana" , sans-serif;">ka<span style="font-family: "verdana" , sans-serif;">isudatan av<span style="font-family: "verdana" , sans-serif;">ulla. <span style="font-family: "verdana" , sans-serif;">Täytyy tietysti muistaa, että <span style="font-family: "verdana" , sans-serif;">laukaukset ovat vain osa totuutta ja pelitavalla <span style="font-family: "verdana" , sans-serif;">ynnä muilla tekij<span style="font-family: "verdana" , sans-serif;">öillä (tuuria unohtamatta) on iso vaikutus yksittäisen jalkapallo-ottelun tulokseen. </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span>Käytössäni oleva data on kuitenkin erittäin mielenkiintoinen ja sen perusteella voidaan vertailla HJK:<span style="font-family: "verdana" , sans-serif;">n pelaajien esityksiä toisiinsa. </span> </span></span> </span></span></span></span></span></span></span></span></span></span></span></span> </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-50032475995667100532015-11-19T08:29:00.002-08:002015-11-20T01:38:16.919-08:00Pallonhallintaa, hajontaa<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">Kausi 2015 on paketissa ja nyt on hyvää aikaa tarkastella<span style="font-family: "trebuchet ms" , sans-serif;">,</span> miten kausi sujui tilastojen valossa. Tarkastelen tässä lähinnä joukkueiden pallonhallintaa. Aiemm<span style="font-family: "trebuchet ms" , sans-serif;">i</span>sta tarkasteluista poiketen tutkin myös muuttujien hajontaa, eli kauden aikaista vaihtelua.</span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Pallonhallinta</span></h3>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgPMMUDj3h7jAMCfvhyOazSTQK9y5AhSMsNFYAq8bWxhZTPJe_vUFv_9KCWwCOwP-oSAWEeir7t0z_BXPc14XNJemEuOJ7ezWFO5jV3Q_T69qQOtJwzGNDr4VNnfYH6FpyZgj0_9erWJIE/s1600/pallonhallinta_VL2015.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="610" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgPMMUDj3h7jAMCfvhyOazSTQK9y5AhSMsNFYAq8bWxhZTPJe_vUFv_9KCWwCOwP-oSAWEeir7t0z_BXPc14XNJemEuOJ7ezWFO5jV3Q_T69qQOtJwzGNDr4VNnfYH6FpyZgj0_9erWJIE/s640/pallonhallinta_VL2015.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">HJK dominoi koko kauden pallonhallintatilastoa. Kuten Jaro esimerkillään ja toiseksi suurimmalla pallonhallinnallaan osoitti, niin pallonhallinta ei kuitenkaan ole tae pelillisestä menestyksestä. Tein kauden aikana Twitterissä tarkastelua, jossa tutkin pallonhallinnan vaikutusta ottelun lopputuloksiin: analyysihetkellä kauden 2015 osalta pallonhallinta pelissä tarkoitti silloin todennäköisemmin tappiota kuin voittoa. Pä<span style="font-family: "trebuchet ms" , sans-serif;">ivitin tilaston kauden loputtua<span style="font-family: "trebuchet ms" , sans-serif;"> ja edelleenkään pallonhallinta ei itsessään <span style="font-family: "trebuchet ms" , sans-serif;">ollut positiivinen<span style="font-family: "trebuchet ms" , sans-serif;"> indikaattori.</span></span></span></span></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhivPr-iPu_Zc065NHAtQF6kkZeWNKU9zqIIHjzBfbn39PI4dbSiNM3KmXdI7OM8q1GxIVB9rEaq2eUBY6RhbH2yRPJ4tltbd77NPZ8-vQI2DJ6g2HJQoMN3d8b2n22X3X1vbvciZ4DLPA/s1600/tulos_ja_pallonhallinta_VL2015.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="518" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhivPr-iPu_Zc065NHAtQF6kkZeWNKU9zqIIHjzBfbn39PI4dbSiNM3KmXdI7OM8q1GxIVB9rEaq2eUBY6RhbH2yRPJ4tltbd77NPZ8-vQI2DJ6g2HJQoMN3d8b2n22X3X1vbvciZ4DLPA/s640/tulos_ja_pallonhallinta_VL2015.png" width="640" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhMuwrvnwV4hb8IvZumS2MF_g3oPbGRhEXhWGgRESPzQIN63R77bgS8cji822RKmTTXhdeV8rLCBBlZDz6up9KN0Tx6_1je4BNZ5aJAFkC1Q5QFX9TmPrAh4CPD622l2R4YuLWsRaHyylA/s1600/tulos_ja_pallonhallinta_VL2015_ilman_HJK.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="518" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhMuwrvnwV4hb8IvZumS2MF_g3oPbGRhEXhWGgRESPzQIN63R77bgS8cji822RKmTTXhdeV8rLCBBlZDz6up9KN0Tx6_1je4BNZ5aJAFkC1Q5QFX9TmPrAh4CPD622l2R4YuLWsRaHyylA/s640/tulos_ja_pallonhallinta_VL2015_ilman_HJK.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Kuvissa <span style="font-family: "trebuchet ms" , sans-serif;">pystypalkit kuvaava<span style="font-family: "trebuchet ms" , sans-serif;">t ottelu<span style="font-family: "trebuchet ms" , sans-serif;">jakaumaa ene<span style="font-family: "trebuchet ms" , sans-serif;">mmän p<span style="font-family: "trebuchet ms" , sans-serif;">alloa hallinneen osalta. <span style="font-family: "trebuchet ms" , sans-serif;">Esimerkik<span style="font-family: "trebuchet ms" , sans-serif;">si yli 55% pallonhallinnalla<span style="font-family: "trebuchet ms" , sans-serif;"> Ve<span style="font-family: "trebuchet ms" , sans-serif;">ikkausliiga</span></span>joukkueet voittivat vain noin 26% peleistään. Kun tilastoista jätetään vielä HJK:n ottelut pois (alempi kuva, harmaat palkit), on saldo entistä synkempi. Tulokset ovat mielestäni jopa <span style="font-family: "trebuchet ms" , sans-serif;">hämmentäviä</span></span></span></span></span></span></span></span></span></span></span>.</span></span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Tein tähän myös <span style="font-family: "trebuchet ms" , sans-serif;">toisen</span>laista tarkastelua pallonhallinnan osalta. Tarkoituksenani oli tutkia, miten joukkueiden ottelukohtaiset pallonhallinta (sekä minuutit että prosentit) vaihtelivat kauden kuluessa ja vastusten mukaan. Hajonnat on laskettu suhteessa kunkin muuttujan joukkuekohtaiseen keskiarvoon (eli stdev/joukkueen kauden keskiarvo -> saatu prosenttiluku). Pallojen koko kuvaa joukkueen keskimääräistä pallonhallinta-aikaa koko kauden osalta (isompi pallo = "isompi" pallonhallinta-aika) </span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgXCVZ_1qgDtjtHTZsqX5W3f8oK5w1PlEjS-S0Ae_r-J5tVruxEz5BQXjjVqmCs-PnID7MCLnVQ7WJdU5dviFNghCK6fwbKkK8KrnHdO7dja78jONfAKJInCEmjlXiDxiezabFHMefWWr8/s1600/pallonhallinan_vaihtelu_VL2015.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="462" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgXCVZ_1qgDtjtHTZsqX5W3f8oK5w1PlEjS-S0Ae_r-J5tVruxEz5BQXjjVqmCs-PnID7MCLnVQ7WJdU5dviFNghCK6fwbKkK8KrnHdO7dja78jONfAKJInCEmjlXiDxiezabFHMefWWr8/s640/pallonhallinan_vaihtelu_VL2015.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Pallonhallinta-ajan (eli sen kuinka monta sekuntia joukkue piti palloa hallussaan otteluissaan) hajonnassa MIFK erottuu muista selvästi. Sen oma pallonhallinta-aika vaihteli selvästi vähiten, mutta samalla sen vastustajien hallinta-ajan vaihtelu oli suurin. Punaiset katkoviivat kuvaavat Veikkausliigan keskimääräisiä hajontaprosentteja. KuPS ja VPS olivat hyvin samantyyppisiä tällä mittarilla katsottuna. Eniten pallonhallinta-aika vaihteli HIFK:lla, Interillä, Jarolla ja RoPSilla.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi8BLdj8aYV9NfLTgI3N7K-OgmsogA1Z1JXGMSB5KcxAJ9_kAX8rvFwHMQprL8-z8M3RhNqD59ckQwpmbPFSjzJX1t50E9lNdlGDd6JiHh3fLukzgMtprCJbhH1dxuedo7LLPDj-rfbke4/s1600/hallinta%2525_vaihtelu_VL2015.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="462" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi8BLdj8aYV9NfLTgI3N7K-OgmsogA1Z1JXGMSB5KcxAJ9_kAX8rvFwHMQprL8-z8M3RhNqD59ckQwpmbPFSjzJX1t50E9lNdlGDd6JiHh3fLukzgMtprCJbhH1dxuedo7LLPDj-rfbke4/s640/hallinta%2525_vaihtelu_VL2015.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Kun katsotaan pallonhallintaprosentin vaihtelua, on kuva hieman erilainen. Suurin osa hyvistä / paremmista joukkueista (poikkeukset Jaro ja Lahti) asettuivat katkoviivan yläpuolelle. Heikot olivat pääosin katkoviivan alapuolella. Näillä joukkueilla oma hallintaprosentti vaihteli enemmän kuin vastustajilla. HJK:lla vaihtelu oli alhaisinta ja MIFK tulee neljäntenä. Eniten hajontaa hallintaprosenteissa oli Jarolla, HIFK:lla ja Interillä. Sen sijaan RoPSin tilanne muuttuu tässä tarkastelussa verrattuna edelliseen. </span></div>
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<span style="font-family: "trebuchet ms" , sans-serif;"><span style="font-family: "trebuchet ms" , sans-serif;">Johtopäätöksenä voisi siis sanoa, että RoPS:n pallonhallinta kasvoi selkeästi kauden edetessä. Pallonhallinta-aikojen suurempaa vaihtelua näyttäisi selittävän erityisesti RoPSin pelaamat ottelut Interiä vastaan (ks. alla).</span></span><br />
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<span style="font-family: "trebuchet ms" , sans-serif;">Kuvassa on esitetty RoPSin pelien "tehokas kokonaispeliaika", eli se kuinka kauan pallo oli pelissä sekunteina. Kokonaisuutena RoPSin peleissä pallo oli pelissä selvästi vähiten ja Interillä eniten, kuten seuraavasta kuvasta nähdään:</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiTva86KJxLY59LudKMnsIMs-tG8CDOQ2jhI3z70OYToH1W9079593azR4iCZ37ItaZaVVJav6syjux0ePgvSDgjURp9C1MrMsAPRcNWeULEhCZVh3Ia_RJuBMk6cfVIDHWLJpLjgx7-Hk/s1600/VL2015_pallopeliss%25C3%25A4.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="454" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiTva86KJxLY59LudKMnsIMs-tG8CDOQ2jhI3z70OYToH1W9079593azR4iCZ37ItaZaVVJav6syjux0ePgvSDgjURp9C1MrMsAPRcNWeULEhCZVh3Ia_RJuBMk6cfVIDHWLJpLjgx7-Hk/s640/VL2015_pallopeliss%25C3%25A4.png" width="640" /></a></div>
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<span style="font-family: "trebuchet ms" , sans-serif;">Veikkausliigan enemmistö asettui välille 60-62% ja vain muutama joukkue erottui muusta joukosta selvästi. Mielenkiintoinen havainto on, että ääripäiden (RoPS ja Inter) peleissä selvästikin Interin pelitapa oli se, joka keskinäisissä otteluissa oli "dominoivampi".<span style="font-family: "trebuchet ms" , sans-serif;"> I<span style="font-family: "trebuchet ms" , sans-serif;">nter pärjäsi myös <span style="font-family: "trebuchet ms" , sans-serif;">tulokse</span>llisesti hy<span style="font-family: "trebuchet ms" , sans-serif;">vin RoPSia vastaan (<span style="font-family: "trebuchet ms" , sans-serif;">2 voittoa<span style="font-family: "trebuchet ms" , sans-serif;">, 1 ta<span style="font-family: "trebuchet ms" , sans-serif;">sap<span style="font-family: "trebuchet ms" , sans-serif;">eli).</span></span></span></span></span> </span></span></span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-52408735090648927482015-09-24T01:30:00.002-07:002015-09-24T01:32:16.349-07:00HJK 2014 vs HJK 2015<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS", sans-serif;">HJK:n kausi 2015 on ollut toistaiseksi pettymys niin pelillisesti kuin myös tuloksellisesti. Loukkaantumiset ovat vaivanneet joukkuetta jo lähes uskomattomalla tavalla, kun avainpelaajia on tippunut kauden mittaa jatkuvasti. Kuinka kausi sitten on sujunut verrattuna edelliseen? Ajattelin tehdä tässä vaiheessa pienen katsauksen siihen, miten kauden 2015 tilastot poikkeavat edelliskauden vastaavista. Tilastot kauden 2015 osalta kattavat 27 ensimmäistä peliä (eli SJK-tappio 23.9. ei ole näissä mukana). </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Perinteiset tilastot</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Aloitetaan tarkastelu ns. perinteisillä tilastoilla. HJK:n nykyinen pelitapa perustuu pallonhallintaan, joten on luontevaa aloittaa katsaus siitä.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Koko kauden pallonhallintaprosenteissa ei ole mitään kovin järisyttäviä eroja. Vuoden 2014 alkukaudesta (HUOM: valmentajana oli Sixten Boström ensimmäiset 5 peliä) HJK hallitsi palloa jonkin verran enemmän kuin tällä kaudella, mutta kauden mittaan erot ovat tasaantuneet ja kauden puolivälin tienoilla vuoden 2015 pallonhallinta-prosentti nousi viime kautisen yläpuolelle. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Ottelukohtaisissa syöttömäärissä ero on kutistunut kauden mittaa käytännössä olemattomaksi. HJK on nakuttanut keskimäärin noin 500 syöttöä omille / ottelu sekä tällä että viime kaudella. Näiden tilastojen osalta HJK:n pelitapa vaikuttaisi siis melko samankaltaiselta kuin viime kaudella.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Laukausmäärissä sen sijaa aletaan nähdä jo jonkinlaisia eroavaisuuksia. Ensimmäistä peliä lukuunottamatta HJK:n tämän kauden laukausmäärät ovat olleet viime kautista alemmalla tasolla. Ero näyttäisi olevan selkeämpi kokonaislaukausmäärissä - kauden 2014 joukkue laukoi noin 2 kertaa / ottelu useammin. Kuvasta nähdään, että myös maalia kohti suuntautuneita laukauksia on tullut vähemmän, suhteellisesti mitattuna ero on ollut jopa kokonaislaukausmäärää suurempi. Kokonaislaukausmäärä kaudella 2015 on toistaiseksi ollut noin 18 % viime kauden vastaavaa ajankohtaa alhaisempi ja maalia kohti suuntautuneissa laukauksissa ero on noin 22 %. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Myös vastustajien laukaisumäärät ovat olleet viime kautista alhaisempia. Vastustajien kokonaislaukausmäärä on noin 10 % alhaisempi ja maalia kohti suuntautuneita laukauksia on tullut noin 13 % vähemmän kuin edelliskaudella. HJK:n peleissä on siis kokonaisuutena lauottu harvemmin, mutta ero edelliskauteen on suurempi HJK:n omien laukausten määrässä. Pallonhallinnan ja syöttömäärien ollessa suunnilleen edelliskauden tasolla, voidaan todeta, että HJK:n otteluiden laukaisutempo on hidastunut selkeästi. Eli yhtä hallussapitominuuttia ja tehtyä syöttöä kohti laukausten määrä on pienentynyt selvästi. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tehtyjen ja päästettyjen maalien osalta tilastot ovat samankaltaisia kuin laukausten. HJK:n tehtyjen maalien määrä on tippunut erittäin selvästi, mutta myös päästettyjä maaleja on enemmän. Tästä onkin luonnollisesti seurannut, että myös HJK:n pistemäärät ovat jääneet edelliskauden vauhdista.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Muita tilastoja</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Olen täällä blogissa ja Twitterissä tuonut esiin myös muutamia uudempia tilastomittareita. Laukausmääriä tarkastelevat TSR (Total Shots Ratio) ja SoTR (Shots on Target Ratio) kuvaavat omien laukausten ja vastustajien laukausten suhdetta. Jos luku on suurempi kuin 0.5 (tai 50%) tarkoittaa se, että joukkue on laukonut vastustajaansa enemmän. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">HJK on dominoinut laukaisutilastoja viime vuosina. Sekä TSR että SoTR ovat pysyneet selkeästi 50 %:n yläpuolella kahden viime kauden ajan. Verrattuna kauteen 2014 ei HJK ole hallinnut laukaustilastoja aivan yhtä selvästi, mutta erot eivät ole kovinkaan suuria. Tästä voisikin päätellä, että suurimmat selittävät tekijät heikommalle menestykselle löytyvät jostain muualta.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kuten ylläolevasta kuvasta nähdään, HJK:n ongelma kauden 2014 alkupuolella oli heikko torjuntaprosentti. Tällä kaudella torjuntaprosentti oli aluksi erittäin heikko, nousi sitten vähän ja loppukautta kohti on taas valunut alemmas. Tällä hetkellä torjuntaprosentti on noin 71% kun Veikkausliigan keskimääräinen on 73%. Kaudella 2014 torjuntaprosentti pysyi alkukautta lukuunottamatta koko ajan 80%:n yläpuolella. Kymmenen prosenttiyksikön ero torjuntaprosentissa tarkoittaa noin 0,3-0,4 maalia / ottelu. Koko kauden osalta ero on siis noin 11-12 päästettyä maalia. Tämän kauden torjuntaprosentin ero keskimääräiseen Veikkausliigajoukkueeseen ei ole suuri, mutta verrattuna viime kauteen ero on valtava. Pelkästään maalivahteja ei tästä voida syyttää, sillä myös puolustamisella ja vastustajien laukausten vaarallisuudella on osansa. Kokonaisuutena voidaan kuitenkin sanoa, että kasvanutta päästettyjen maalien määrää selittää vastustajien parempi viimeistely (vastustajien laukausmääräthän olivat jopa edelliskautta alhaisempia).</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Maalintekoprosentissa (maalit / maalia kohti suuntautuneet laukaukset) nähdään selvästi laskeva trendi. Kun tähän yhdistetään pienentyneet laukaisumäärät, seurauksena on selkeä lasku tehtyjen maalien määrässä. Huomattavaa on, että HJK:n tämän kauden scoring-% on edelleen Veikkausliigan keskimääräistä korkeampi (28% vs. keskimääräinen 27%). Alkukaudesta scoring-% oli huomattavasti korkeammalla tasolla ja viime peleissä viimeistelytarkkuus on jäänyt myös kauden 2014 tahdista.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Alkukaudesta pisteitä kertyi kohtuullisen hyvään tahtiin huolimatta heikosta torjuntaprosentista. Tämä johtuu siitä, että HJK on hallinnut otteluita ja laukonut vastustajiaan useammin. Alkukaudesta erittäin hyvä viimeistelytarkkuus auttoi pisteiden kerryttämisessä. Nyt kun viimeistelytarkkuus on heikentynyt eikä torjuntaprosentti ole edelliskauden tasolla, ei pisteitäkään ole enää kertynyt entiseen tahtiin. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Loppukauden heikommat otteet näkyvät selvästi myös tilastoista. Vaikka HJK on edelleen hallinnut laukaustilastoja verrattuna vastustajiinsa, on se altistunut enemmän satunnaisuudelle. Tämä johtuu edelliskautta alhaisemmasta laukausten kokonaismäärästä. Mitä vähemmän laukauksia / ottelu, sitä enemmän myös sattuma vaikuttaa maalimääriin. Nyt kun viimeistely ei ole sujunut alkukauden tahtiin ei maaleja ole enää tullut aiempaan tahtiin.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">PDO ja SoTR kuvasta nähdään, että HJK on jäänyt SJK:n tahdista kun mittarina käytetään SoTR:ää. PDO kuvaa scoring-prosentin ja torjuntaprosentin summaa ja koko sarjan osalta PDO on aina 1.0. Mikäli tämä luku on jollain joukkueella selvästi ykkösen yläpuolella, voidaan sanoa, että se on ollut onnekas (ja päinvastoin; osanotot MIFK ja Jaro). HJK:n tämän hetken PDO on 0.99. Luku on tullut loppukaudesta alas (johtuen edellä havaituista torjuntaprosentin ja viimeistelyprosenttien heikkenemisistä), mutta erityisen epäonnisena HJK:ta ei voida PDO:n valossa pitää.</span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-65153430540232060662015-08-26T06:46:00.003-07:002015-08-26T06:46:48.232-07:00Veikkausliigan vertailua Euroopan huippusarjoihin<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS", sans-serif;">Tein pienen katsauksen kauden 2014 tilastoihin Veikkausliigassa ja Euroopan top 5-sarjoissa (Valioliiga, Bundesliiga, Ligue 1, Serie A & La Liga). Lähteinä käytin whoscored.comia ja Ottelukeskuksen sekä KIHU:n raportin tietoja.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Syötöt</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Veikkausliigan ottelukohtaiset syöttömäärät olivat kovia verrattuna TOP5-sarjoihin.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjqwguXa8OmbDqDY8s-tnK_Xq7D9E0yVGAEdrqTYKNtLF9hk2z9azZTNfAMX98QhrIZKTU97K6Zsm-wxaCFAwRCIzfWH1pMRND4b-Es8KOzNXd8MboaEJ2II2r_Z_Dv8E-9hCTskHb_Ssw/s1600/sy%25C3%25B6t%25C3%25B6t2014.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="295" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjqwguXa8OmbDqDY8s-tnK_Xq7D9E0yVGAEdrqTYKNtLF9hk2z9azZTNfAMX98QhrIZKTU97K6Zsm-wxaCFAwRCIzfWH1pMRND4b-Es8KOzNXd8MboaEJ2II2r_Z_Dv8E-9hCTskHb_Ssw/s640/sy%25C3%25B6t%25C3%25B6t2014.png" width="640" /></a><span style="font-family: "Trebuchet MS", sans-serif;"> </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Syöttötarkkuuden osalta Veikkausliiga oli hyvällä tasolla lähellä keskimääräisiä Euro-sarjoja:</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbMVaTTPQwrRfGyqk_8N7yTRR3Y8UEW4peTRzqb3vBmifkht3R5RwXs_yfm4HnNXAXVcqxv9woDCgczmhZGTNY2auHHEG96T0oglvhqpb6Hd63IrhRDPhGKzs_1QqIeEBKargXqfgmX90/s1600/sy%25C3%25B6tt%25C3%25B6tarkkuus2014.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="298" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbMVaTTPQwrRfGyqk_8N7yTRR3Y8UEW4peTRzqb3vBmifkht3R5RwXs_yfm4HnNXAXVcqxv9woDCgczmhZGTNY2auHHEG96T0oglvhqpb6Hd63IrhRDPhGKzs_1QqIeEBKargXqfgmX90/s640/sy%25C3%25B6tt%25C3%25B6tarkkuus2014.png" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Veikkausliigan syötöistä minulla ei valitettavasti ole tarkempaa erittelyä, joten esimerkiksi pitkien ja lyhyiden syöttöjen osalta vertailua ei voida tehdä. Eurosarjojen osalta voidaan selvästi nähdä, että pitkien pallojen (long balls) osuudella kokonaissyöttömääristä voidaan selittää sarjakohtaisia eroja melko paljon. Eniten pitkiä palloja (16,4%) annettiin Bundesliigassa ja vähiten (14,3%) Serie A:ssa. Maakohtaiset erot lyhyiden ja pitkien pallojen syöttötarkkuuksissa olivat melko pieniä ja erilaisten syöttöjen määrät näyttäisivät selittävän enemmän syöttötarkkuuksien vaihtelua sarjoissa.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kokonaisuutena voidaan todeta, että Veikkausliigan syöttömäärät olivat selvästi suurempia kuin Euroopan suurissa sarjoissa. Veikkausliigan syöttömäärä kaudella 2013 oli 470, eli selvästi alhaisempi kuin 2014, mutta kuitenkin paljon Eurosarjoja korkeampi. Kauden 2015 osalta syöttömäärät (noin 470 / ottelu) näyttäisivät olevan taas vuoden 2013 tasolla, mutta kautta on toki vielä jäljellä lähes 1/3 ja lukemat ehtivät muuttua kauden loppupeleissä. Veikkausliigan hyvää syöttötarkkuutta saattaisi selittää muita sarjoja suurempi lyhyiden syöttöjen määrä, mutta tätä en valitettavasti pysty tilastoista tarkistamaan.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Laukaukset ja maalit</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kaikkien sarjojen laukausmäärät ovat melko lähellä toisiaan, sillä joukkuekohtaiset laukausmäärät / ottelu vaihtelivat suunnilleen välillä 12-13 kaikissa sarjoissa. Ranskan liigassa laukauksia ja maaleja tuli jonkin verran muita vähemmän. Veikkausliigan laukaus- ja maalimäärät olivat hyvin lähellä suurten sarjojen keskimääräsiä lukemia. </span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh0kDgb0mzSWhGAou4H6eMeSNDkpo6LlKB30e7X53IaqPFQK7vgq-gaRzpRDnxn-oiHfFA6VJtcyGNHR5E7FS4cYXAMqXpvLkm4Qe2dOhYiPlfNXM7NMQ_a96_nIR0w1U_AX4nXt_n6aYQ/s1600/laukauksetjamaalit2014.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="388" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh0kDgb0mzSWhGAou4H6eMeSNDkpo6LlKB30e7X53IaqPFQK7vgq-gaRzpRDnxn-oiHfFA6VJtcyGNHR5E7FS4cYXAMqXpvLkm4Qe2dOhYiPlfNXM7NMQ_a96_nIR0w1U_AX4nXt_n6aYQ/s640/laukauksetjamaalit2014.png" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Laukauksista pystyin tekemään hieman tarkempaa analyysiä, sillä KIHU:n raportissa on eritelty myös laukaukset ja maalit rangaistusalueen sisä- ja ulkopuolelta.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkn8O3Dnl3gVgceoqndkjJT7MqsLR7TPbR5s2rHy7O2zYzwAC6fDRgjweglM8cLthpmf0hGFM8jLD28KI_69dR14GN7f6Nf24Ey3DGTqYDb2z1TBlils-N_VRFxVQw1kC_vMnktFlCkK0/s1600/shotsinsidePA2014.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="298" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkn8O3Dnl3gVgceoqndkjJT7MqsLR7TPbR5s2rHy7O2zYzwAC6fDRgjweglM8cLthpmf0hGFM8jLD28KI_69dR14GN7f6Nf24Ey3DGTqYDb2z1TBlils-N_VRFxVQw1kC_vMnktFlCkK0/s640/shotsinsidePA2014.png" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Tässä voidaan nähdä suurempia eroja sarjojen välillä. Serie A:ssa ja Veikkausliigassa lauotaan selvästi muita sarjoja vähemmän boxin sisältä. Erityisen merkittävää tämä on siksi, että luonnollisesti maalinteon todennäköisyys rangaistusalueen sisältä lähtevässä laukauksessa on erittäin paljon suurempi, kuin alueen ulkopuolelta lähtevässä laukauksessa. </span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_uvi9RjZO23Pj480KiY4Gp973liDfC6jv8zVX7MD28G9RAzVVzM_QGdv-ZFeiHuMimLw1FbFoU_fzQk1_FaDouaildqr0JJ4K7r3dhQLs8Qlp3YVQBEZ1IbMxBbrdP84wVgwwa_fEcn8/s1600/scoring_pa_ja_ulkop.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="388" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_uvi9RjZO23Pj480KiY4Gp973liDfC6jv8zVX7MD28G9RAzVVzM_QGdv-ZFeiHuMimLw1FbFoU_fzQk1_FaDouaildqr0JJ4K7r3dhQLs8Qlp3YVQBEZ1IbMxBbrdP84wVgwwa_fEcn8/s640/scoring_pa_ja_ulkop.png" width="640" /></a></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Kuten kuvasta nähdään, niin sarjakohtaiset erot rangaistusalueen ulkopuolisten laukausten osalta erot sarjojen välillä olivat pieniä (2,6-3,5% laukauksista alueen ulkopuolelta meni maaliin). Rangaistusalueen sisältä tulleissa laukauksissa eroja oli hieman enemmän, mutta vaihtelu näissäkin oli suhteellisen pientä. Valioliigassa viimeistely boxin sisältä oli tehottominta ja Veikkausliigassa tehokkainta.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Itselleni mielenkiintoisin havainto tästä harjoituksesta oli maalintekoprosenttien ero alueen sisältä ja ulkoa lähtevissä laukauksissa. Ajatuksellisesti oli toki selvää, että ero on olemassa, mutta eron suuruus yllätti hieman. Laukauksista noin puolet tulee alueen ulkopuolelta, mutta maaleista 85% - 90% tehdään boxin sisältä. Alueen sisältä tulleiden maalien osuus vaihteli sarjoittain melko vähän (vaihteluväli vuonna 2014 83,3% - 88,8%). Kannattaa siis pyrkiä saamaan pallo boxin sisään, eikä laukoa kaukolaukauksia.</span></div>
Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-36464306490910835182015-07-31T08:25:00.001-07:002015-07-31T08:50:32.748-07:00Veikkausliigakatsaus - heinäkuu<div style="text-align: justify;">
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<style>
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table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
mso-para-margin-top:0cm;
mso-para-margin-right:0cm;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0cm;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri",sans-serif;
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
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<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
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heinäkuun ottelut ovat pelattuna ja koko kaudesta takana 113 peliä, eli reilut
57 %. Joukkueet alkavat asettua vahvemmin niille "kuuluville"
paikoille, eikä sarjataulukon ja muiden tilastojen väliset erot ole enää yhtä
suuria kuin alkukaudesta.</span></span></div>
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" /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><br /></span></div>
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Häntäpään joukkueet Ilves,
KTP ja VPS kamppailevat putoamista vastaan. VPS:n kurssi ei ole kääntynyt Olli
Huttusen potkujen jälkeen, vaan pikemminkin päinvastoin. Tilastojen valossa
joukkueen laukaisumäärät ovat vähentyneet, mutta tuurit hieman parantuneet
(tästä tarkemmin postauksen lopussa). Jaro on tilastojen perusteella
sarjasijoitustaan parempi joukkue, ja ilman koko loppukauden kestäviä pahoja
loukkaantumisongelmia, en usko Jaron joutuvan taistelemaan putoamista vastaan.
KuPSin tahti on hyytynyt, kuten olen näissä katsauksissa tilastojen perusteella
arvioinutkin. Tälläkin hetkellä KuPS on samassa kastissa KTP:n, VPS:n ja
Ilveksen kanssa laukaisutilastoissa, joten putoamista kohti taulukon pohjaa
saatetaan nähdä vielä lisää, mikäli peliesitykset eivät parane.</span></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Lahti on parantanut
pistetahtiaan, kuten laukaisutilastojen perusteella sopi odottaakin. Kuukausi
sitten Lahden tahti oli 1,07 pistettä / peli ja nyt jo 1,39 pistettä / peli.
MIFK sen sijaan on jatkanut samaa pistetahtia, ja sen suurin ongelma on ollut
tehottomuus, joka on jatkunut koko kauden ajan. Hyvistä laukaisumääristä
huolimatta maaleja on syntynyt selvästi liigan heikoimmilla tehoilla.</span></span></div>
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"><br /></span>
</span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
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<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"> </span></span><span style="font-family: "Trebuchet MS",sans-serif;"><span style="mso-fareast-language: FI; mso-no-proof: yes;"><img alt="" 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" /></span><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"> </span></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Laukaisutilastojen, eli
TSR:n ja SoTR:n perusteella sarja on jakautunut melko selvästi kolmeen kastiin.
Heikoimmat ovat aiemmin todetut VPS, KTP, Ilves ja KuPS. Keskikastiin voidaan
laskea Jaro, HIFK sekä Inter ja kärkiryhmän muodostavat RoPS, HJK, MIFK, Lahti
ja SJK.</span></span></div>
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"><br /></span></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; mso-outline-level: 3; text-align: justify;">
<h3 style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><b><span style="font-family: "Trebuchet MS",sans-serif; font-size: 13.5pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Scoring-%,
torjuntaprosentti ja PDO</span></b></span></h3>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="mso-fareast-language: FI; mso-no-proof: yes;"></span></span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><br /></span></div>
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><br /></span></div>
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<span style="font-family: Trebuchet MS, sans-serif;"><img alt="" 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" /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><br /></span></div>
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><br /></span></div>
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">PDO tyypillisesti lähestyy
kauden aikana 100 %:n tasoa, eikä valtavia poikkeamia enää ole nähtävissä.
Ulkomaisten sarjojen perusteella voidaan arvioida, että yli 104 %:n olevat
PDO-lukemat johtuvat pääosin tuurista, eivät taidosta. Edellisissä
päivityksissä oletetut / havaitut trendit ovatkin pääosin jatkuneet.
Esimerkiksi Inter on jatkanut tasaista putoamistaan scoring-prosentissa.
Selitykseksi ei käy Hambon loukkaantumiset ja lähtö Brightoniin, sillä Hambon
maalintekoprosentti alkukaudesta oli täysin kestämättömällä tasolla ja olisi
erittäin todennäköisesti korjautunut loppukauden aikana. Ojalan lähtö sen
sijaan saattaa näkyä luvuissa enemmän, mutta pääosin aikaisempaa alhaisempi
scoring-% selittyy "normaalilla" tuurien tasaantumisella. </span></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Alkukaudesta liigan
selvästi surkein torjuntaprosentti oli Ilveksellä, mutta lukema lähestyy liigan
keskiarvoa - huhti-toukokuun tarkastelussa luku oli 56,3 % ja nyt jo 68,1 %.
Tässäkin lienee osaltaan kyse hajonnasta ja tuurien tasaantumisesta, ei
pelkästään puolustuksen tiivistymisestä. Tällä hetkellä heikoin
torjuntaprosentti on Jarolla. Östin ja puolustuksen ongelmat oli nostettu esiin
myös viimeisimmässä Urheilusanomissa. Itselläni ei ole tästä sen suurempaa
näkemystä, mutta torjuntaprosentti vaikuttaisi pysyneen suhteellisen samalla
tasolla kuin edellisessä katsauksessa, eli mikään uusi "ongelma" ei
tilastojen valossa ole kyseessä.</span></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Lahden pistetahdin
parantumista selittää pääosin parantunut viimeistelyprosentti. Edellisessä
katsauksessa scoring-% oli alle 20 % ja nyt jo lähes 25 %. Heinäkuussa Lahden
potkut ovat osuneet siis erinomaisella prosentilla kohti maalia. MIFK:lla on
sen sijaan edelleen poikkeuksellisen alhainen scoring-prosentti, joka selittää
myös suhteellisen vaisua pisteet / ottelu -tahtia. </span></span></div>
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"><br /></span></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; mso-outline-level: 3; text-align: justify;">
<h3 style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><b><span style="font-family: "Trebuchet MS",sans-serif; font-size: 13.5pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Syötöt ja
pallonhallinta </span></b></span></h3>
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><br /></span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><b><span style="font-family: "Trebuchet MS",sans-serif; font-size: 13.5pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"><img alt="" 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" /> </span></b></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="mso-fareast-language: FI; mso-no-proof: yes;"></span></span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Heinäkuu ei tuonut suuria
muutoksia syöttötilastoihin. HJK:n ja KTP:n syöttötarkkuus tuli hieman alas,
muilla joukkueilla oma syöttötarkkuus oli heinäkuun lopulla hieman paremmalla
tasolla kuin kesäkuun lopulla. Edelleenkin selvästi vastapuolta tarkempia
syöttelijöitä ovat olleet vain Jaro, SJK ja HJK. Ilves on edelleen heikoin sekä
onnistuneiden syöttöjen määrässä että syöttötarkkuudessa.</span></span></div>
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"> </span><img alt="" 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" /></span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><span style="mso-fareast-language: FI; mso-no-proof: yes;"></span></span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"></span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
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<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Pallonhallinnassa suurimmat
muutokset kesäkuun lopun tilanteeseen olivat SJK:n selvästi parantunut ja VPS:n
heikentynyt pallonhallinta-prosentti. SJK kiri HJK:n "hallintaeroa"
kiinni noin 2,5 % pelkästään heinäkuussa. Jaro on mielenkiintoinen joukkue,
sillä kuten aiemmin nähtiin se on keskikastissa laukausmäärissä ja
kärkinelikossa sekä syöttömäärissä että -tarkkuudessa, mutta liigan häntäpäässä
pistetahdissa. PDO:n perusteella Jaro on ollut epäonnekas jo pidempään ja on
kiinnostavaa nähdä korjaantuuko "tuuritilanne" loppukauden aikana.</span></span></div>
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<span style="font-family: "Trebuchet MS",sans-serif;"><b><span style="font-family: "Trebuchet MS",sans-serif; font-size: 13.5pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Maali- ja
laukausmäärät sekä scoring-%</span></b></span></h3>
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><b><span style="font-family: "Trebuchet MS",sans-serif; font-size: 13.5pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"><br /></span></b></span></div>
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<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Twitterissä oli keskustelua
Veikkausliigan maali- ja laukausmäärien kehityksestä. Kauden 2015 heinäkuun
alku oli todella vähämaalinen ja kuten keskustelussa tulikin ilmi, ovat
maalimäärät tyypillisesti lisääntyneet kauden loppua kohti mentäessä ja olosuhteiden
parantuessa. Alla ovat kuvaajat maalimäärien, laukausten kokonaismäärien,
maalia kohti suuntautuneiden laukausten sekä scoring-prosentin
kuukausittaisesta kehityksestä vuosina 2014-15.</span></span></div>
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" /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Kuukausittaiset maalimäärät
kertovat, että vuoden 2015 heinäkuu oli poikkeuksellisen vähämaalinen. Muina
kuukausina erot edelliseen vuoteen olivat kohtuullisen pieniä, eikä koko kauden
osalta puhuta vielä dramaattisesta erosta edelliseen kauteen verrattuna.
Seuraavaksi tarkastelin, onko tämän kauden alhaisempi maalimäärä johtunut
heikommasta viimeistelystä vai kenties alhaisemmasta laukausmäärästä.</span></span></div>
</div>
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</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><br /></span></div>
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<span style="font-family: Trebuchet MS, sans-serif;"><img alt="" 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" /></span></div>
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<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
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<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
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<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Kokonaislaukausmäärät ovat
olleet säännönmukaisesti alhaisempia kuin kaudella 2014. Toistaiseksi tällä
kaudella on lauottu noin 2 laukausta vähemmän per ottelu kuin viime kaudella,
mutta myös laukausmäärissä on tyypillisesti ollut nouseva trendi syksyä kohti
mentäessä.</span></span></div>
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" /> </span><span style="mso-fareast-language: FI; mso-no-proof: yes;"></span></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><br /></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"></span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><span style="font-family: "Trebuchet MS",sans-serif;"></span><br />
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;">Sama trendi näyttää
jatkuvan myös maalia kohti suuntautuneissa laukauksissa. Laukausmäärät ovat
olleet joka kuukausi alle vuoden 2014 tason ja ottelukohtaisesti ero on ollut
noin 1 laukaus / peli.</span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="mso-fareast-language: FI; mso-no-proof: yes;"></span></span></div>
<div style="text-align: justify;">
<span style="font-family: Trebuchet MS, sans-serif;"><br /></span></div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
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<span style="font-family: Trebuchet MS, sans-serif;"><img alt="" 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" 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<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"></span></div>
</div>
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Scoring-% (eli maalit /
laukaukset kohti maalia) sen sijaan on ollut koko kauden osalta vuoden 2014
tasolla (28,7% vs. 28,5%). Heinäkuun alhaista maalimäärää näyttäisikin
selittävän siis osaltaan laukausmäärät, mutta erityisesti heikompi
maalintekoprosentti. Heinäkuun scoring-% (26%) ei ollut mitenkään radikaalisti
keskiarvon alapuolella, mutta kun sitä verrataan kauden 2014 lukemiin, on ero
todella merkittävä.</span></span><br />
<br />
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<w:TrackFormatting/>
<w:HyphenationZone>21</w:HyphenationZone>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
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<w:DoNotPromoteQF/>
<w:LidThemeOther>FI</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:EnableOpenTypeKerning/>
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onnekkaat ja niin edelleen</span></b><b><span style="font-family: "Trebuchet MS",sans-serif; font-size: 13.5pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"></span></b></div>
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</span></span></h3>
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"></span></span><br />
<div class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-align: justify;">
<span style="font-family: "Trebuchet MS",sans-serif;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: Arial; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;">Loppuun vielä viime
kertaiseen tapaan katsaus PDO:n (pystyakseli) ja SoTR:n (vaaka-akseli)
yhdistelmäkuvaajaan. Kuvaajassa PDO kertoo "onnesta" ja SoTR mittaa
hyvyyttä. Pallon koko kuvastaa pisteet / ottelu -tahtia, eli mitä suurempi
pallo, sitä enemmän pisteitä.</span><span style="font-family: "Trebuchet MS",sans-serif; font-size: 12.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: FI;"></span></span></span></div>
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Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0tag:blogger.com,1999:blog-8933694047145450005.post-79314266671434800102015-07-19T02:20:00.000-07:002015-07-19T04:20:45.833-07:00Veikkausliiga-pisteet ja pelaajabudjetit 2011 - 2015<div style="text-align: justify;">
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<a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"></a></div>
<a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><span style="font-family: "Trebuchet MS", sans-serif;">Tein tällä viikolla Twitteriin muutaman käppyrän pelaajabudjettien ja pistemäärien korrelaatioista. Havaintoni vuosien 2013-15 aineistosta olivat sen verran mielenkiintoisia, että päätin tarkastella asiaa vähän tarkemmin ja laajemmalla aineistolla. Huomasin kausien 2013-15 osalta, että palkkabudjetit selittivät melko huonosti Veikkausliiga-joukkueiden menestystä. Tämä poikkeaa merkittävästi esimerkiksi Valioliigasta, jossa eri lähteiden mukaan palkat selittävät suurimman osan kauden sijoituksesta ja pistemääristä (Lähteinä esim. Simon Kuperin ja Stefan Szymanskin "Soccernomics" s. 14-15; <i>"The size of their wage bills explained a massive 92 per cent of variation in their league positions"</i> sekä 21st Clubin blogi-postaus (linkki: <a href="http://www.21stclub.com/blog/2014/9/24/the-wage-bill-wins-fallacy" target="_blank">21stclub</a>), josta sain idean tähän koko tarkasteluun;<span style="font-size: small;"> <i>"<span id="yui_3_17_2_1_1437292213082_425">In the Premier League, the correlation between wage bill* and points across all teams is 82%"</span></i></span></span><br />
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" 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<span style="font-family: "Trebuchet MS", sans-serif;">Kuvassa on esitetty Veikkausliiga-joukkueiden pistemäärät sekä palkkabudjetti verrattuna keskimääräiseen (=mediaani) palkkabudjettiin kausina 2011-2015. </span><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">Mediaanipalkkabudjetti on kunkin kauden keskimmäinen palkkabudjettihavainto. Mediaani toimii keskiarvoa paremmin, kun aineistossa on selkeästi muista poikkeavia havaintoja (=HJK).</span> Esimerkiksi vihreät pallurat kuvaavat kauden 2011 Veikkausliiga-joukkueiden havaintoja (jokaisella kaudella 12 joukkuetta = 12 havaintoa). X-akselin luku 1 tarkoittaa, että joukkueen palkkabudjetti vastasi ko. kauden mediaanipalkkabudjettia, 1,5 tarkoittaa, että palkkabudjetti oli 1,5 -kertainen jne. Mitä ylempänä pallura on, sitä enemmän pisteitä joukkue sai ko. kaudella ja mitä enemmän oikealla, sitä korkeampi sen palkkabudjetti oli verrattuna keskimääräiseen. </span><br />
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<a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">Yleisimmin joukkueiden palkkabudjetit olivat 50-130 % mediaanipalkkabudjetista. Kuvassa katkoviivoilla on esitetty yksittäisten kausien lineaarinen regressio palkka</span>budjetin ja pistemäärien välillä. Yksittäisten kausien osalta palkkabudjetit selittivät pistemääriä hyvin vaihtelevasti, selitysasteiden </span><span style="font-family: "Trebuchet MS", sans-serif;"><span style="font-family: "Trebuchet MS", sans-serif;">(R2) </span>ollessa välillä 0,24-0,66. Selitysastetta käytetään kuvaamaan </span><span style="font-family: "Trebuchet MS", sans-serif;">miten suuri prosentuaalinen osuus riippuvan muuttujan
vaihtelusta on mallin avulla selitettävissä. Tässä tapauksessa siis sitä, kuinka paljon palkkabudjetit selittivät pistemääriä. Koko aikajakson 2011-15 osalta selitysaste oli noin 0,34. Näin alhainen selitysaste viittaa siihen, että Veikkausliigassa palkkabudjeteilla ei ole ollut läheskään yhtä suuri merkitys menestykseen, kuin esimerkiksi Valioliigassa. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Vielä mielenkiintoisemmaksi tarkastelu menee, jos jätetään HJK kokonaan pois tarkastelusta. HJK on vuosina 2011-14 voittanut mestaruuden joka kaudella ja sen palkkabudjetti on ollut selkeästi Veikkausliigan suurin. Yllä olevassa kuvassa vain 6 palluraa on 1,5x mediaanibudjetin oikealla puolella ja näistä 5 palluraa on HJK:n (kuudes on JJK kaudella 2012). </span></div>
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" 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<span style="font-family: "Trebuchet MS", sans-serif;">Kuvasta on nähtävissä lievä positiivinen korrelaatio palkkabudjettien ja pistemäärien välillä, mutta selitysaste on todella alhainen (0,09). Tarkasteluni ja menetelmäni eivät ole täysin vastaavia, kuin mitä mainitsemissani Valioliiga-tutkimuksissa, mutta tulokset ovat mielestäni silti erittäin selkeät: Veikkausliigassa palkat selittävät menestystä yllättävän vähän. </span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Mitä tämä sitten tarkoittaa? Ehkäpä Veikkausliiga-pelaajien markkina ei ole kovinkaan tehokas ja Veikkausliiga-joukkueet (pl. HJK) eivät ole kovinkaan hyviä käyttämään palkkabudjettiaan oikeisiin pelaajiin. HJK:n etu verrattuna muihin on sen vahva talous, sillä HJK pystyy maksamaan suurempia palkkoja ja etsimään pelaajia laajemmalta alueelta ja eri palkkatasoilta kuin muut Veikkausliiga-seurat. SJK on kahdella Veikkausliiga-kaudellaan onnistunut hienosti ja noin 1,35x mediaanibudjetillaan saavuttanut/saavuttamassa noin 60 pisteen tahdin.</span></div>
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<span style="font-family: "Trebuchet MS", sans-serif;">Pisteiden hinta</span></h3>
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<span style="font-family: "Trebuchet MS", sans-serif;">Laskin joukkueiden keskimääräiset pisteiden hinnat, eli sen, kuinka monta euroa yksi piste maksoi pelaajien palkkoina (budjeteista johdettuna).</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_Z3Sf3GEpRlbGVHYVOTUqjGu3vFteDqZ96guCnVdfIei1SiSBgqLkz58UZkxtacMD6mqvMbyWAxkB_wnkt_8izkM3JV157awXReJUosxwN2TE__M7IddeZZg1mQiMskhLMMlDN9qYDrc/s1600/VL11-15pisteetjabudjetit.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="370" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_Z3Sf3GEpRlbGVHYVOTUqjGu3vFteDqZ96guCnVdfIei1SiSBgqLkz58UZkxtacMD6mqvMbyWAxkB_wnkt_8izkM3JV157awXReJUosxwN2TE__M7IddeZZg1mQiMskhLMMlDN9qYDrc/s640/VL11-15pisteetjabudjetit.png" width="640" /></a></div>
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<a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=8933694047145450005" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><span style="font-family: "Trebuchet MS", sans-serif;">Kuvassa on Veikkausliigassa pelanneet joukkueet kausilta 2011-15 ja niiden keskimääräiset pisteiden hinnat aikajärjestyksessä (joukkueiden pelattujen Veikkausliiga-kausien määrä vaihtelee). Pisteen hinnan mediaani oli koko tarkastelujaksolla noin 11 500 euroa. JJK maksoi kolmella Veikkausliiga-kaudellaan selvästi kovimman hinnan pisteistään. VPS on heti sen edellä lähinnä kauden 2015 ansiosta (olen käyttänyt 2015 nykytahtia ennakoimaan koko kauden pistemäärää, ja tämä todennäköisesti hieman vääristää tilannetta verrattuna todelliseen kauden lopputilanteeseen). HJK:n pelaajabudjetti on ollut eri tasolla verrattuna muihin, joten huolimatta erinomaisesta menestyksestä, on pisteiden hinta ollut muihin joukkueisiin verrattuna melko korkea. HJK on toki viime vuosina rakentanut joukkuettaan Euro-otteluita varten, joten pelkkä Veikkausliiga-tarkastelu antaa väärän kuvan, sillä Euro-otteluista saatavat rahat ovat selvästi Veikkausliigassa liikkuvia rahamääriä suurempia. Tarkastelun halvimmat pisteet ovat toistaiseksi tämän kauden sarjanousijoilla HIFK:lla ja Ilveksellä. Myös Haka, Lahti ja Honka selvisivät keskimäärin alle 10 000 eurolla / piste. </span></div>
Tapiohttp://www.blogger.com/profile/16136371101666559922noreply@blogger.com0