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    <title>SB Nation User Blog:  Diamondhacks</title>
    <link>http://www.sbnation.com/users/Diamondhacks</link>
    <description>Posts made by Diamondhacks on SB Nation</description>
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      <title>Getting To First Base</title>
      <link>http://www.azsnakepit.com/2008/10/4/628312/getting-to-first-base</link>
      <author>Diamondhacks</author>
      <pubDate>Sat, 04 Oct 2008 22:38:21 -0000</pubDate>
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&lt;p&gt;&lt;strong&gt;D&lt;/strong&gt;id you know the&amp;nbsp;Diamondbacks hit the fewest &lt;strong&gt;singles&lt;/strong&gt; in the National League? If my math is right, here's&amp;nbsp;the list:&lt;/p&gt;
&lt;p&gt;St Louis 1102&lt;/p&gt;
&lt;p&gt;Atlanta 1035&lt;/p&gt;
&lt;p&gt;Chicago 1018&lt;/p&gt;
&lt;p&gt;Los Angeles 1018&lt;/p&gt;
&lt;p&gt;San Fran 1010&lt;/p&gt;
&lt;p&gt;NY 1007&lt;/p&gt;
&lt;p&gt;Pittsburgh 966&lt;/p&gt;
&lt;p&gt;Rocky Mtn God Squad&amp;nbsp; 964&lt;/p&gt;
&lt;p&gt;The Capitol Gang&amp;nbsp; 964&lt;/p&gt;
&lt;p&gt;Houston 959&lt;/p&gt;
&lt;p&gt;San Diego 945&lt;/p&gt;
&lt;p&gt;Cincinnati 871&lt;/p&gt;
&lt;p&gt;Philadelphia 866&lt;/p&gt;
&lt;p&gt;Florida 859&lt;/p&gt;
&lt;p&gt;Milwaukee 841&lt;/p&gt;
&lt;p&gt;&lt;b&gt;
&lt;p&gt;Arizona 831&amp;nbsp;&lt;/p&gt;
&lt;/b&gt;&amp;nbsp;&lt;/p&gt;
&lt;p&gt;We&amp;nbsp;knew &lt;a href="http://sports.espn.go.com/mlb/stats/aggregate?sort=onBasePct&amp;amp;split=0&amp;amp;group=8&amp;amp;season=2008&amp;amp;seasonType=2&amp;amp;statType=batting&amp;amp;type=reg"&gt;our OBP was low&lt;/a&gt;, especially after park adjustments, but this sort of caught my eye. &lt;em&gt;Dead last in singles&lt;/em&gt;. In a weak league featuring three or four clubs deemed&amp;nbsp;'major league' by&amp;nbsp;little more than name.&amp;nbsp; Why are &lt;em&gt;we&lt;/em&gt; last?&amp;nbsp; What's the significance?&lt;/p&gt;
&lt;p&gt;I decided to take OBP (essentially H+BB+HBP/ AB+BB+HBP) and extract out extra base hits, so instead of asking the question, "How often does a team reach base?", I'm&amp;nbsp;asking "How often does a team reach&lt;b&gt; first &lt;/b&gt;base?". Now, stop yelling. I know that hitting a double or homer is technically "reaching" first base too -but OBP already captures that. I'm trying to understand something more specific here, than how often a team reaches "any base" safely.&lt;/p&gt;
&lt;p&gt;Here's the above list after adding in walks and HBP - how often teams reached (and stopped, essentially, at) first base:&amp;nbsp;&lt;/p&gt;
&lt;p&gt;&lt;a href="http://en.wikipedia.org/wiki/Toasted_ravioli"&gt;Toasted Ravioli&amp;nbsp;&lt;/a&gt;1721&lt;/p&gt;
&lt;p&gt;Chicago 1704&lt;/p&gt;
&lt;p&gt;Atlanta 1695&lt;/p&gt;
&lt;p&gt;Shea It Aint So&amp;nbsp;1665&lt;/p&gt;
&lt;p&gt;Hollywood&amp;nbsp; 1604&lt;/p&gt;
&lt;p&gt;Colorado 1591&lt;/p&gt;
&lt;p&gt;Washington 1565&lt;/p&gt;
&lt;p&gt;Philly 1519&lt;/p&gt;
&lt;p&gt;Pet Co&amp;nbsp;Boys&amp;nbsp;1516&lt;/p&gt;
&lt;p&gt;Golden Gate&amp;nbsp;1510&lt;/p&gt;
&lt;p&gt;Pittsburgh 1499&lt;/p&gt;
&lt;p&gt;Brennamans&amp;nbsp;1481 (combined)&lt;/p&gt;
&lt;p&gt;Miami&amp;nbsp;1471&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Arizona 1467&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;Houston 1460&lt;/p&gt;
&lt;p&gt;&lt;a href="http://en.wikipedia.org/wiki/Laverne_&amp;amp;_Shirley"&gt;Laverne &amp;amp; Shirley&amp;nbsp;&lt;/a&gt;1460&lt;/p&gt;
&lt;p&gt;Pretty similar. Philly jumped up several places, and we snuck ahead of&amp;nbsp;Houston and Laverne's&amp;nbsp;Brewers, who hit 60 more home runs than us. IOW, we're basically in the playoffs&amp;nbsp;if we had Babe Ruth ;-)&lt;/p&gt;
&lt;p&gt;More seriously, what this tells us in a more compelling way than OBP does, is that, &lt;em&gt;after park adjustments&lt;/em&gt;, we are just off the chart miserable at reaching &lt;b&gt;first&lt;/b&gt; base. Surely our youngsters' footspeed converted some potential singles into doubles, but it should also be noted that speedy Arizona &lt;a href="http://sports.espn.go.com/mlb/stats/aggregate?sort=doubles&amp;amp;split=0&amp;amp;group=8&amp;amp;season=2007&amp;amp;seasonType=2&amp;amp;statType=batting&amp;amp;type=reg"&gt;ranks 13th&lt;/a&gt; in NL doubles, and is &lt;a href="http://sports.espn.go.com/mlb/stats/aggregate?sort=extraBaseHits&amp;amp;split=0&amp;amp;group=8&amp;amp;season=2007&amp;amp;seasonType=2&amp;amp;statType=batting&amp;amp;type=exp2"&gt;below league average&lt;/a&gt; in extra base hits.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;The base we have the most trouble reaching is not second, or third or even home (ie "Runs"). The base we have the most trouble with (relative to the league) and from which, most of our offensive woes spread, is first.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;I guess this interests me because, beyond the results themselves, scrbi and I (and many others) have been batting around the notion that this team's hitting &lt;i&gt;philosophy&lt;/i&gt; is wrong. Young guys, driving the ball in the air when they hit it, striking out a ton - not "adjusting to the situation", as scrbi likes to say. Maybe there's something to that. Currently, we &lt;a href="http://sports.espn.go.com/mlb/stats/aggregate?sort=groundToFlyRatio&amp;amp;split=0&amp;amp;group=8&amp;amp;season=2007&amp;amp;seasonType=2&amp;amp;statType=batting&amp;amp;type=exp2"&gt;fly out &lt;/a&gt;and whiff as much as anyone&amp;nbsp;and hit the fewest singles. Maybe we swing too hard too often, and should be looking to serve the ball instead, even if that compromises some of our power numbers.&lt;/p&gt;
&lt;p&gt;I decided to drill this extraction of XBHs from OBP down to the &lt;strong&gt;player&lt;/strong&gt; level, to ask how often players reached (and stopped at, or &lt;i&gt;were satisfied with&lt;/i&gt;) first base. Here's those percentages for Dbacks with 200+ ABs, plus Adam Dunn. As you're reading the list, think in terms of the hitter's approach (philosophy)&amp;nbsp;as well as talent. Who's &lt;em&gt;trying &lt;/em&gt;to reach first base here?&lt;/p&gt;
&lt;p&gt;&amp;nbsp;&lt;/p&gt;
&lt;p&gt;Dunn .326&lt;/p&gt;
&lt;p&gt;Ojeda .303&lt;/p&gt;
&lt;p&gt;Jackson .298&lt;/p&gt;
&lt;p&gt;Hudson .281&lt;/p&gt;
&lt;p&gt;Upton .257&lt;/p&gt;
&lt;p&gt;Snyder .254&lt;/p&gt;
&lt;p&gt;Tracy .228&lt;/p&gt;
&lt;p&gt;Reynolds .226&lt;/p&gt;
&lt;p&gt;Drew .221&lt;/p&gt;
&lt;p&gt;CY .214&lt;/p&gt;
&lt;p&gt;Byrnes .183&lt;/p&gt;
&lt;p&gt;....and some reserves&lt;/p&gt;
&lt;p&gt;Clark .289&lt;/p&gt;
&lt;p&gt;Burke .273&lt;/p&gt;
&lt;p&gt;Montero .224&lt;/p&gt;
&lt;p&gt;Romero .172&lt;/p&gt;
&lt;p&gt;Haren .152&lt;/p&gt;
&lt;p&gt;Drew's an outlier, I suppose, yet&amp;nbsp;he still swings hard, pops up frequently (less so since June),&amp;nbsp;and&amp;nbsp;hardly ever walks. Tony Clark and Burke's numbers also surprised me, in that I dont perceive either as a philosophical "on base" guy. But the rest of the list, I think,&amp;nbsp;is a&amp;nbsp;decent representation of who's able (talent) and willing (philosophy) to reach (and stop at) first base. And it doesnt seem like&amp;nbsp;age or experience has too much to do with it.&amp;nbsp; Further, this&amp;nbsp;propensity or&amp;nbsp;"ability"&amp;nbsp;may not have quite &lt;em&gt;as much&lt;/em&gt; to do with talent as I had previously assumed.&lt;/p&gt;
&lt;p&gt;Comments welcome as always&lt;/p&gt;

  
  


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      <title>Webby and us against the world</title>
      <link>http://www.azsnakepit.com/2008/9/24/621118/webby-and-us-against-the-w</link>
      <author>Diamondhacks</author>
      <pubDate>Wed, 24 Sep 2008 18:41:48 -0000</pubDate>
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&lt;p&gt;One aspect of pitcher value that shoe and I didnt get into in our recent &lt;a href="http://www.azsnakepit.com/2008/9/19/617464/diamondbacks-3-giants-2-ti#comments"&gt;Cy Young discussion&lt;/a&gt; is the notion of schedule strength. I became aware of this back in 2006 when Webby and Chris Carpenter sported similar big ticket stats coming down the stretch;&amp;nbsp;I dont remember the exact numbers (so I'll make them up here), but it turned out Carpenter enjoyed an astonishly easy schedule through no fault of his own - something like 3 of 30 starts were against teams over .500. Each time I redefined comparative schedule "strength", Webb came out looking better and better.&lt;/p&gt;
&lt;p&gt;There's no perfect or "right" way to look at this. No matter how you define "strength", some cutoffs will be arbitrary. That's why I encourage anyone interested to eyeball the gamelogs themselves and get a feel for each candidate's competition. The first time I looked at the 2008 CYA candidate game logs, for each pitcher I tallied the number of opposing&amp;nbsp;teams I thought were "good". Nothing more scientific than that. The second time, I determined which opponents average more than 5 runs per game in which venues, and tallied how many starts each pitcher had in&amp;nbsp;those run-rich circumstances. What became clear,&amp;nbsp;via both methods, was that Johann Santana and Tim Lincecum have pitched against decidedly tougher lineups than have Ryan Dempster or Brandon Webb.&lt;/p&gt;
&lt;p&gt;For example,&lt;a href="http://www.baseball-reference.com/pi/gl.cgi?n1=linceti01&amp;amp;t=p&amp;amp;year=2008"&gt;Lincecum &lt;/a&gt;had two starts against the Cubs and three at Coors. &lt;a href="http://www.baseball-reference.com/pi/gl.cgi?n1=webbbr01&amp;amp;t=p&amp;amp;year=2008"&gt;Brandon&lt;/a&gt; started once in Denver and never faced the league's best team. &lt;a href="http://www.baseball-reference.com/pi/gl.cgi?n1=santajo02&amp;amp;t=p&amp;amp;year=2008"&gt;Santana &lt;/a&gt;pitched at Philly three times, against the Cubs once and a home/away pair v the Yankees.&lt;/p&gt;
&lt;p&gt;This doesnt&amp;nbsp;say much about W/L record,&amp;nbsp;unless one controls for opposing starters - and I havent done that. But I do think it speaks to run prevention (ie ERA, ERA+) rather forcefully, especially considering Lincecum and Santana rank&amp;nbsp;1-2&amp;nbsp; in ERA+ &lt;em&gt;prior&lt;/em&gt; to this consideration. It just makes their effectiveness stand out even more, in my mind.&lt;/p&gt;
&lt;p&gt;Will any of this influence the CYA vote? Of course not. That will&amp;nbsp;come down to the usual stuff. Wins, ERA, Win%, strikeouts. What's hurting Lincecum politically, in concert with his latest flameout, is the emergence of Santana. Their ERAs are &lt;a href="http://sports.espn.go.com/mlb/stats/pitching?split=0&amp;amp;league=nl&amp;amp;season=2008&amp;amp;seasonType=2&amp;amp;sort=ERA&amp;amp;type=reg&amp;amp;ageMin=17&amp;amp;ageMax=51&amp;amp;state=0&amp;amp;college=0&amp;amp;country=0&amp;amp;hand=a&amp;amp;pos=all&amp;amp;startDate=null&amp;amp;endDate=null"&gt;almost identical &lt;/a&gt;now. Team records (21-12) in their respective starts &lt;i&gt;are &lt;/i&gt;identical. Johann's pitched a few more innings. All of a sudden, at least statistically, Tim Lincecum isnt as&amp;nbsp;unique as he was&amp;nbsp;a week or two ago, and the brightest, shiniest object&amp;nbsp;left in the room, fair or not, seems to be Brandon Webb's 22 wins.&lt;/p&gt;
&lt;p&gt;Do I think Brandon is "&lt;a href="http://azdiamondhacks.mlblogs.com/archives/2006/09/all_time_career.html"&gt;undeserving&lt;/a&gt;" of the Cy Young award. No, but there are three other guys (Lincecum, Santana, &lt;a href="http://sports.espn.go.com/mlb/stats/pitching?split=0&amp;amp;league=nl&amp;amp;season=2008&amp;amp;seasonType=2&amp;amp;sort=wins&amp;amp;type=pitch1&amp;amp;ageMin=17&amp;amp;ageMax=51&amp;amp;state=0&amp;amp;college=0&amp;amp;country=0&amp;amp;hand=a&amp;amp;pos=all&amp;amp;startDate=null&amp;amp;endDate=null"&gt;Dempster&lt;/a&gt;) who've pitched as well and maybe&amp;nbsp; better, who basically dont have the wins to "certify" that with voters.&amp;nbsp;&lt;/p&gt;
&lt;p&gt;Brandon's been underrated his whole career, for several reasons. The &lt;a href="http://azdiamondhacks.mlblogs.com/archives/2006/09/we_dont_like_th.html"&gt;home ballpark&lt;/a&gt;. The lousy teams. The &lt;a href="http://azdiamondhacks.mlblogs.com/archives/2006/09/lukewarm_suppor.html"&gt;market&lt;/a&gt;. His &lt;a href="http://azdiamondhacks.mlblogs.com/archives/2006/05/bats_hit_webb.html"&gt;pitching style&lt;/a&gt; and &lt;a href="http://azdiamondhacks.mlblogs.com/archives/2007/04/the_usual_suspe.html"&gt;personal demeanor&lt;/a&gt;. And all that stuff, those obstacles to &lt;a href="http://azdiamondhacks.mlblogs.com/archives/2006/11/webb_wins_cy_yo.html"&gt;recognition&lt;/a&gt; if you will, endear him to us all the more. Will any of those factors magically disappear if he wins a second CYA? I doubt it. But it will mark the end of an era - the era when Brandon was underappreciated in a cumulative, cosmic sense, that seemed unjust to those who've admired him all along.&lt;/p&gt;

  
  


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      <title>How Might $4 Gas Affect Chase Attendance ? </title>
      <link>http://www.azsnakepit.com/2008/7/1/562238/how-might-4-gas-affect-cha</link>
      <author>Diamondhacks</author>
      <pubDate>Tue, 01 Jul 2008 05:12:35 -0000</pubDate>
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&lt;p&gt;My&amp;nbsp;initial thought was that this would really hurt walk up sales, especially in a relatively low income metro area where most everyone drives. Then again, city busses&amp;nbsp;are starting to brim with&amp;nbsp;work commuters, despite the heat.&amp;nbsp; But&amp;nbsp;will that&amp;nbsp;modification translate to "mere" entertainments, like a baseball game?&lt;/p&gt;
&lt;p&gt;Also, to what extent have&amp;nbsp;gas prices&amp;nbsp;stifled&amp;nbsp;each Friday's summer&amp;nbsp;exodus north from the valley, and&amp;nbsp;might&amp;nbsp;some of those&amp;nbsp;folks be &lt;em&gt;more&lt;/em&gt; inclined to make it out to an air conditioned weekend game (or perhaps a movie) in town, than guzzle up to the Rim and back?&amp;nbsp;&amp;nbsp;&lt;/p&gt;
&lt;p&gt;Both general&amp;nbsp;observations and&amp;nbsp;personal accounts of how gas prices may've influenced any&amp;nbsp;recent entertainment choices are&amp;nbsp;welcome.&amp;nbsp;&amp;nbsp;&lt;/p&gt;

  
  


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      <title>Charity or Calculated, Bottom Line Opportunism?
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      <link>http://www.azsnakepit.com/2007/12/8/54418/7055</link>
      <author>Diamondhacks</author>
      <pubDate>Sat, 08 Dec 2007 10:44:18 -0000</pubDate>
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&lt;p&gt;Has this Dbacks' season ticket &lt;a href="http://arizona.diamondbacks.mlb.com/news/article.jsp?ymd=20071119&amp;amp;content_id=2304337&amp;amp;vkey=news_ari&amp;amp;fext=.jsp&amp;amp;c_id=ari"&gt;giveaway&lt;/a&gt; raised any eyebrows around here? Like most of you, I'm delighted when disadvantaged folks get to enjoy games through the kindness or sacrifice of others, but a few wrinkles here strike me as curious. &amp;nbsp;&lt;/p&gt;&lt;p&gt;First, if priority consideration is given to current ST holders, how "disadvantaged" are they? We may likely be talking about people with deteriorating health or families who "lost" a breadwinner, so I dont mean to be flip or disrespectful towards their personal hardship in any way. I guess what I'm asking is, how disadvantaged are they &lt;i&gt;in terms of attending lots of baseball games?&lt;/i&gt; Presumably, these are not proverbial newbies entering a stadium portal for the first time, awed by the sea of green, transported by the resonant crack of the bat. These folks, the priority folks, are regulars. &amp;nbsp;&lt;/p&gt;&lt;p&gt;Second, does anybody really &lt;i&gt;neeeed&lt;/i&gt; season tickets? &lt;i&gt;Besides&lt;/i&gt; shoewizard, I mean. Arent they more of an indulgent luxury than a need? I dont deny beneficiaries will &lt;i&gt;enjoy&lt;/i&gt; the gift, up to a point, but if we're talking about people worried about paying the mortgage, or how to get to their next doctor's appointment, isnt gifting ST books pretty disconnected from their "need"? Tons of underprivileged kids in the valley grow up without ever attending &lt;i&gt;a single game&lt;/i&gt;, yet the Dbacks are donating, not single games, but &lt;i&gt;entire&lt;/i&gt; ST books, to stadium regulars. &amp;nbsp;&lt;/p&gt;&lt;p&gt;I get the part about doing something nice, something fun, above utilitarian "needs", for people in trouble. Honest, I do. But if a kid is sick and wants to go to Disneyland, do you send her eighty one times? Does she get utility out of that? At what point does it stop being about her and start being about the conspicuous largesse of her benefactors?&lt;/p&gt;&lt;p&gt;I'm trying to keep an open mind about this. We may get some real tear jerking stories that could change my mind, win me over. But right now, there's two things about the tone of this program I dont like. One is this perception that the Dbacks are fulfilling a genuine &lt;i&gt;need.&lt;/i&gt; There are people with needs, certainly, and they will be receiving something of value over and over and over again, but how this rather ostentatious, recurring gift matches their need just isnt clicking with me. Second, is the perception that the Dbacks are providing this at considerable sacrifice. Per below, I've made 9 assumptions about the program that call this idea into question. I dont know if they're all true, but I believe they're reasonable. Feel free to challenge them.&lt;/p&gt;



  &lt;p&gt;Assumptions:&lt;/p&gt;
&lt;ol&gt;
&lt;li value="1"&gt;Ordinary "paying" ST holders &lt;b&gt;will not&lt;/b&gt; be relocated to accomodate this program.&lt;/li&gt;
&lt;li value="2"&gt;Existing ST holders who qualify for hardship &lt;b&gt;will&lt;/b&gt; be relocated. (We know this because &lt;a href="http://arizona.diamondbacks.mlb.com/news/article.jsp?ymd=20071119&amp;amp;content_id=2304337&amp;amp;vkey=news_ari&amp;amp;fext=.jsp&amp;amp;c_id=ari"&gt;Hall already identified&lt;/a&gt; the allocated seats as "nice seats" in November, before hardship applications were even solicited.) &amp;nbsp;&lt;/li&gt;
&lt;li value="3"&gt;The allocated seats(40 or 50?) will have negligible impact on new ticket sales. (ie people who were going to buy tix will not be discouraged by these occupied seats, unless there is a sellout). &amp;nbsp;&lt;/li&gt;
&lt;li value="4"&gt;Since the allocated seats are not in current ST seat locations, it's unlikely they would sell out otherwise, across 83 games, on a game by game basis. Depending on location, this fraction of 83 could vary considerably, but many upper and middle deck seats, for example, sell for less than a third of games. If you feel that's low, consider that Derrick Hall (of all people) &lt;a href="http://arizona.diamondbacks.mlb.com/news/article.jsp?ymd=20071206&amp;amp;content_id=2320463&amp;amp;vkey=news_ari&amp;amp;fext=.jsp&amp;amp;c_id=ari"&gt;recently characterized&lt;/a&gt; the upcoming 2008 single game price hikes as "a big increase", which should further suppress single game sales. &amp;nbsp;&lt;/li&gt;
&lt;li value="5"&gt;When the Dbacks assess this "charitable donation" for tax purposes, the write off will not be valued on that fractional "lost revenue" (ie the true cost to the Dbacks); the write off will be for the full 83 game value(the fictional "cost" to the Dbacks, for seats that otherwise wouldve been empty much of the time). &amp;nbsp;&lt;/li&gt;
&lt;li value="6"&gt;The net cost to the Diamondbacks will be negligible. Depending on seat location, overall attendance and how 4 and 5 play out, it's entirely possible the tax gains could offset lost revenue and this charitable exercise actually results in a net gain. &amp;nbsp;&lt;/li&gt;
&lt;li value="7"&gt;We will hear about this "act of generosity" again and again and again. On dbacks.com. On "Playin' Hardball". On local TV news and in the AZ Republic. On blogs and &lt;a href="http://forum.diamondbacksbullpen.org/viewtopic.php?t=3553&amp;amp;sid=bb0e02f433f4618c36edf63edaad473f"&gt;message boards&lt;/a&gt;. Todd Walsh will interrupt live game action to ask a woman how her husband died. "Aside from that, Mrs Lincoln, are you enjoying the game?". Walsh will give a little speech about the Diamondbacks' "unprecedented generosity" and then spoonfeed several "questions" to grateful beneficiaries about the Diamondbacks' "unprecedented generosity". Daron Sutton will say "Great stuff, Todd". Derrick Hall will "pop in" to the booth and remind listeners of the Diamondbacks' "unprecedented generosity". &amp;nbsp;&lt;/li&gt;
&lt;li value="8"&gt;The Diamondbacks will tangibly benefit &lt;i&gt;again&lt;/i&gt; from this strategy, repairing their brand and selling more tickets.&lt;/li&gt;
&lt;li value="9"&gt;Other teams have considered similar strategies, "donating" season tickets in emptier areas to realize tax and brand advantages, but have aborted these plans due to ethical or legal concerns.&lt;/li&gt;
&lt;/ol&gt;


  


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