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    <title>SB Nation User Blog:  MikeP</title>
    <link>http://www.sbnation.comhttp://www.sbnation.com/users/MikeP</link>
    <description>Posts made by MikeP on SB Nation</description>
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      <title>Four most exciting Indians games of 2008</title>
      <link>http://www.letsgotribe.com/2009/9/1/1010715/five-most-exciting-indians-games</link>
      <author>MikeP</author>
      <pubDate>Tue, 01 Sep 2009 17:17:38 -0000</pubDate>
      <description type="html">


&lt;p&gt;Pardon me if this has been done before, but I had an idea for quantifying how exciting a game is. &amp;nbsp;Generally, an exciting game is one where the conditions of the game change a lot: lead changes, men on base, and each team's winning chance changing dramatically (this is somewhat different in my mind from a tense game, where the score is close, but there isn't necessarily much action). &amp;nbsp;Now that we can calculate the win probability for any situation, we can also calculate the change in win probability, sum up the changes in win probability. &amp;nbsp;The more the win probability changes, the more exciting the game. &amp;nbsp;As a proof of principle, I went through the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/CLE&quot; class=&quot;sbn-auto-link&quot;&gt;Indians&lt;/a&gt; 2008 data on Retrosheet, and calculated the cumulative change in win probability, and found the 4 most exciting games from 2008 (2009 data not yet available, win probability graphs from fangraphs.com):&lt;/p&gt;


  
&lt;p&gt;4:&amp;nbsp;&lt;a href=&quot;http://www.fangraphs.com/wins.aspx?date=2008-04-07&amp;team=Indians&amp;dh=0&amp;season=2008&quot;&gt;April 7th, Indians 4, Angels 6&lt;/a&gt;, Excitement Score:&amp;nbsp;6.76. A low scoring game until the 9th, the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/ANA&quot; class=&quot;sbn-auto-link&quot;&gt;Angels&lt;/a&gt; led 2-1 before Francisco Rodriguez gave up three runs in the ninth. &amp;nbsp;The Angels won on a &lt;a href=&quot;http://www.sbnation.com/mlb/players/650/Torii_Hunter&quot; class=&quot;sbn-auto-link&quot;&gt;Torii Hunter&lt;/a&gt; grand-slam off &lt;a href=&quot;http://www.sbnation.com/mlb/players/125/Joe_Borowski&quot; class=&quot;sbn-auto-link&quot;&gt;Joe Borowski&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn1.sbnation.com/imported_assets/239163/20080407_indians_angels_0.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn3.sbnation.com/imported_assets/239163/20080407_indians_angels_0_medium.png&quot; alt=&quot;20080407_indians_angels_0_medium&quot; /&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;via &lt;a href=&quot;http://www.fangraphs.com/tgraphs/20080407_Indians_Angels_0.png&quot;&gt;www.fangraphs.com&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;3:&amp;nbsp;&lt;a href=&quot;http://www.fangraphs.com/wins.aspx?date=2008-05-01&amp;team=Indians&amp;dh=0&amp;season=2008&quot;&gt;May 1st, Mariners 2, Indians 3&lt;/a&gt;, ES: 6.82. A close game throughought, the Indians got an early lead, but Betancourt blew the save in the 9th to tie the game 1-1. &amp;nbsp;The &lt;a href=&quot;http://www.sbnation.com/mlb/teams/SEA&quot; class=&quot;sbn-auto-link&quot;&gt;Mariners&lt;/a&gt; scored on a &lt;a href=&quot;http://www.sbnation.com/mlb/players/856/Richie_Sexson&quot; class=&quot;sbn-auto-link&quot;&gt;Richie Sexson&lt;/a&gt; &amp;nbsp;home run in the 10th, while the Indians countered with a bases loaded walk off Putz to tie it. &amp;nbsp;Asdrubal won the game with a 2-out bases loaded single in the 11th.&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn2.sbnation.com/imported_assets/239160/20080501_mariners_indians_0.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn3.sbnation.com/imported_assets/239160/20080501_mariners_indians_0_medium.png&quot; alt=&quot;20080501_mariners_indians_0_medium&quot; /&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;2:&amp;nbsp;&lt;a href=&quot;http://www.fangraphs.com/wins.aspx?date=2008-09-16&amp;team=Indians&amp;dh=0&amp;season=2008&quot; style=&quot;color: #c8181d !important; text-decoration: none !important; background-color: transparent;&quot;&gt;Sep. 16th, Twins 9, Indians&lt;/a&gt;&amp;nbsp;12, ES: 8.4. The Indians took an early lead off &lt;a href=&quot;http://www.sbnation.com/mlb/players/1197/Francisco_Liriano&quot; class=&quot;sbn-auto-link&quot;&gt;Francisco Liriano&lt;/a&gt;, but Zack Jackson tired in the fifth but the Indians still lead 8-7. &amp;nbsp;&lt;a href=&quot;http://www.sbnation.com/mlb/players/121/Rafael_Betancourt&quot; class=&quot;sbn-auto-link&quot;&gt;Rafael Betancourt&lt;/a&gt; blew the save in the ninth, and the Indians needed a Sizemore HR to stay in it, but Victor sealed the win in the 11th with a three run walk-off homer.&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn1.sbnation.com/imported_assets/239154/20080916_twins_indians_0.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn2.sbnation.com/imported_assets/239154/20080916_twins_indians_0_medium.png&quot; alt=&quot;20080916_twins_indians_0_medium&quot; /&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;1:&amp;nbsp;&lt;a href=&quot;http://www.fangraphs.com/wins.aspx?date=2008-07-30&amp;team=Indians&amp;dh=0&amp;season=2008&quot;&gt;July 30th, Tigers 14, I&lt;/a&gt;ndians 12, ES: 9.6. The Indians scored 8 runs in the first three innings, and three more in the sixth, but found themselves tied in the 8th as the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/DET&quot; class=&quot;sbn-auto-link&quot;&gt;Tigers&lt;/a&gt; scored 4 runs off Ed Mujica. &amp;nbsp;Both teams scored in the ninth, and then the Tigers won in the 12th on a ground out and single. &amp;nbsp;The Indians had loaded the bases in the 9th, 10th, and 12th, but only scored one run.&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn0.sbnation.com/imported_assets/239151/20080730_tigers_indians_0.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn0.sbnation.com/imported_assets/239151/20080730_tigers_indians_0_medium.png&quot; alt=&quot;20080730_tigers_indians_0_medium&quot; /&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;These results generally make intuitive sense, since high scoring games, lead changes, extra innings games, and close games are all exciting. &amp;nbsp;The most exciting games all of all, had all four of those factors.&amp;nbsp; If you guys like this, I could go back over the past decade of games to find the ten most exciting Indians games of the decade, it being 2009 and all. &amp;nbsp;&lt;/p&gt;
&lt;p&gt;(Technical notes: I got win expectancy by averaging the win expectancy from Baseball Prospectus over 2005-2009. Some situations are uncommon, making the expectancy spiky, and I could use better win expectancy data if anyone has it. &amp;nbsp;Analysis was done in MATLAB using custom scripts.&lt;/p&gt;
&lt;p&gt;I define Excitement Score as the cumulative change in win probability. &amp;nbsp;Therefore the minimum ES is 0.5, if the away team scored an infinite number of runs before getting an out.)&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://homer. http://www.fangraphs.com/tgraphs/20080916_Twins_Indians_0.png&quot;&gt;&lt;/a&gt;&lt;/p&gt;
  


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