last year's stats

Hey all,

Due to some comments that were apparently made after I left yesterday, Eugene and I were discussing how it
might be interesting to look at how frequently different people play games with each other.  So he gave me
all of the session reports and I wrote some code to pull out the salient parts of the session reports and
compile some statistics.

Because of the semi-free-form nature of Eugene's reports, the numbers reported below aren't 100%
accurate.  Multiple plays (things marked as "x2" in Eugene's reports) of the same game are not considered,
nor are entries where there are multiple games per line.  Also, the parsing is a little tricky (Eugene, can
you make an XML feed of the data for 2008?   ), so maybe this is way off.  I did a little testing on individual
reports and it seemed accurate though.

I also only considered people who appeared to have played 20 or more times.  Also, there are some "unknown"
and "anonymous" entries; not much I can do about those.

The percentages reported below represent the 3 people that a particular person most frequently games
with.  The lower the percentages, the more likely the person is to be promiscuous with their gaming
partners; the higher the percentages, the more "discerning" (read: I have really high percentages) the
person is.

Discuss!

jdl

Brett played with: Andrea, Aya, Bear, Bill, Bruce, Candy, Charles, Cheryl, Clark, Eddie, Eugene, Greg,
Hank, JC, Jeremiah, Jeremy, Jesse, John, Josh, Julian, Julien, Karen, Larry, Marcus, Maria, Monte,
Nick, Randy, Ron, Ryan, Scott, Selvin, Steve, Ted, Thomas, Tom, Yohann, unknown
Brett:
Julien 32.3%

Re: last year's stats

> I also only considered people who appeared to have played 20 or more
> times.  Also, there are some "unknown" and "anonymous" entries; not
> much I can do about those.

The stats are flawed in that the players I designate with initials to
avoid confusion (John B., Greg S., David W., Chris C., etc.) aren't
getting caught in the filter.  I know I played at least one game in 2007
with each of those players.  

--
Eugene Hung     eyhung@...    http://www-cse.ucsd.edu/users/eyhung
Gerrold's Laws of Infernal Dynamics:
  1) An object in motion will always be headed in the wrong direction.
  2) An object at rest will always be in the wrong place.

 

2007 stats redux

Hey all,

Partially in response to John's email and partially because I found a parsing bug, here are revised stats.  I
included anyone who played more than 5 games (which should eliminate one-or-two timers), and there is a
count of how many games (approximately) you played that got recorded by Eugene.  The previous stats were
incorrect in that my code was improperly eliminating any line where a person was distinguished with a last
name.  I've tested this code out a lot more and this should be much, much more accurate.

jdl

Aaron:
Total Count: 8
Amir 50.0%
Dave R., India, JC 37.5%
Anonymous, Eric, John H 25.0%

Alan:
Total Count: 8
Alon, Chris C., Greg, Howard, JC, Maria, Nick, William 25.0%
Anon, Bridgit, Eric, Eugene, Francisco, Jeremy, John B., Kendra, Monica, Patrick, Rolf, Steve, Toni 12.5%

Alon:
Total Count: 9
JC 44.4%
Alan, Charles, Chris C., Greg, Patrick, Selvin 22.2%
Aaron, Anon, Anthony, Brian, Dave R., India, Jon, Kendra, Larry, Steve, Walter 11.1%

Amir:
Total Count: 19
Clark 31.6%

Session Report 12/17/07

I forgot to send out the session report for the final session of the
year due to holiday and vacation.  Here it is so that OC-types can check
Jeremiah's work:

South Bay Boardgamers Session Report December 17th, 2007
--------------------------------------------------------

   Jesse, Eric, Eddie, Terry*, Kevin*                 (Beowulf: the Legend)
      Winner: Kevin

   Walter, Terry*, Kevin*                             (Ticket to Ride: Marklin)
      Winner: Terry 

   Walter*, Terry*, Kevin*                            (Kingdoms)
      Winner: Kevin

   Devin, Hank                                        (1960: The Making of
      Winner: Devin (as Nixon)                         the President)

   Eugene, Randy*, Greg S.*, David W.*                (Prophecy)
      Winner: Eugene            Best newbie: Randy

   Dan, Julien*, Yohann*, Walter                      (Race for the Galaxy)
      Winner: Dan               Best newbie: Julien
      Winner: Dan

   Dan, Larry*                                        (Race for the Galaxy)
      Winner: Dan
      Winner: Larry

Re: 2007 stats redux

Sheesh, you guys are hard to please.  I noticed that before I sent it out, but figured no one would care.  Instead, I get multiple emails about it.

Besides, it's not really a code issue, it's actually a data issue.    For all I know, those are actually two different people.

Another data issue is that there are games which had so many players that they went on to multiple lines, those are not properly counted either.

This is my last redux email, I swear, even when someone else points out how it doesn't quite count things correctly.  I encourage someone else to sit down and try and par se this data. 

jdl

Aaron:
Games Played: 8
Amir 50.0%
Dave R, India, JC 37.5%
Anonymous, Eric, John H 25.0%


Alan:
Games Played: 8
Alon, Chris C, Greg, Howard, JC, Maria, Nick, William 25.0%
Anon, Bridgit, Eric, Eugene, Francisco, Jeremy, John B, Kendra, Monica, Patrick, Rolf, Steve, Toni 12.5%


Alon:
Games Played: 9
JC 44.4%
Alan, Charles, Chris C, Greg, Patrick, Selvin 22.2%
Aaron, Anon, Anthony, Brian, Dave R, India, Jon, Kendra, Larry, Steve, Walter 11.1%


Amir:
Games Played: 19
Clark 31.6%
Aaron 21.1%
Greg, JC, Jeremiah, Jordan, Josh K, Scott 15.8%


Andrea:
Games Played: 23
Marcus 65.2%
Brett 30.4%
Bruce 26.1%


Angie:
Games Played: 8
Cheryl 75.0%
Yul 37.5%
Eric, Eugene, John B, Randy 25.0%


Aya:
Games Playe d: 7
Mika 42.9%
Becca, Dirk, Eric, Greg, Greg Suhr, Shelli 28.6%
Bear, Brett, Cherry, Clark, Jeremiah, John, Josh, Keith, Sun-yi 14.3%


Bear:
Games Played: 18
JC 27.8%
Chris C 22.2%
Becca, Charles, Greg, Keith 16.7%


Becca:
Games Played: 12
Dave E 41.7%
JC 33.3%
Bear, Mike S 25.0%


Brett:
Games Played: 72
Julien 31.9%
Bruce 27.8%
Charles, Nick 20.8%


Brian:
Games Played: 6
Amir, Anthony, Charles, JC, John N 33.3%
Alon, Cheryl, Craig, Eric R, Eugene, Greg, John, Randy, Selvin, Thomas 16.7%


Brian K:
Games Played: 8
Jesse 37.5%
Eugene, Randy 25.0%
Cheryl, Dan, Dave E, Devin, Dirk, Eric, Greg, Greg S, JC, John, John B, Jon, Josh, Kendra, Maria, Monica, Ryan, Selvin, Steve, Thomas 12.5%


Bridgit:
Games Played: 17
Bruce, Eugene 41.2%
John N 29.4%
Jeremiah, Marcus, Scott 17.6%


Bruce:
Games Played: 81
Brett 24.7%
Ted 21.0%
Greg 16.0%


Candy:
Games Played: 10
Dirk, John, Steve, Ted 30.0%
Brett, Chris C, Dave W, Devin, JC, Jesse 20.0%
Greg, Jon K, Ken, Prashant, Quentin, Randy, Ryan, Selvin, Sun-Yi 10.0%


Charles:
Games Played: 67
Karen 34.3%
JC, Ted 25.4%
Brett 22.4%


Charles M:
Games Played: 15
Dan 26.7%
Clark, Greg, JC 20.0%
Charles, Eugene, Jesse, John B, John N, Mike S, Scott, Selvin, Ted, William 13.3%


Cheryl:
Games Played: 35
Jeremy 28.6%
Randy 20.0%
Angie, Greg 17.1%


Chip:
Games Played: 7
Spencer 85.7%
JC 57.1%
Janice 42.9%


Chris:
Games Played: 13
Dan 46.2%
John 38.5%
Eugene, Greg 23.1%


Chris C:
Games Played: 24
Greg, Steve 29.2%
John B, Mike 25.0%
Mike S 20.8%


Clark:
Games Played: 90
Karen 48.9%
Ted 47.8%
Jeremiah 43.3%


Crai g:
Games Played: 14
Greg 64.3%
Jesse 35.7%
Eric 28.6%


Dan:
Games Played: 64
Greg 21.9%
Eugene 20.3%
Clark 18.8%


Dave E:
Games Played: 11
Becca 45.5%
Eric, Josh, Scott 27.3%
Amir, Clark, Devin, Jeremiah 18.2%


Dave R:
Games Played: 21
Eric 28.6%
JC 23.8%
Dan, Ken 19.0%


Dave W:
Games Played: 7
Candy, Jesse 28.6%
Craig, Dan, Devin, Eddie, Eric H, Eugene, Greg, Greg S, JC, Jeremy, John N, Josh, Julien, Karen, Ken, Lucas, Patrick, Prashant, Selvin, William 14.3%


David W:
Games Played: 10
Devin, Eric, Scott 30.0%
Clark, Eugene, Greg S, Julien, Walter 20.0%
Aaron, Amir, Cheryl, Chris B, Dave E, Dave R, Greg, Jeremy, Julie, Karen, Lucas, Patrick, Randy, Selvin, Steve 10.0%


Devin:
Games Played: 59
Ted 42.4%
Clark 35.6%
Karen 33.9%


Dirk:
Games Played: 41
Greg 34.1%
Mike S 26.8%
John B, Steve 14.6%


Eddie:
Games Played: 14
Steve 28.6%
JC, Mika 21.4%
Charles, Dan, Greg, John, John B, John N, Julie P, Terry 14.3%


Eric:
Games Played: 33
Kendra 21.2%
Dave R 18.2%
Cheryl, Dan 15.2%


Eugene:
Games Played: 72
Dan 18.1%
Bruce, Greg, Julien, Randy, Scott 13.9%
Brett, John, Ted 11.1%


Francisco:
Games Played: 10
John B 60.0%
Dirk 30.0%
Chris, Eric P, John, Marcia, Rolf, Steve 20.0%


Frido:
Games Played: 8
William 100.0%
JC 50.0%
Bruce, Dan 25.0%


Greg:
Games Played: 116
Selvin 19.0%
Steve 14.7%
Dan, Dirk, Jesse, John B 12.1%


Greg S:
Games Played: 22
Eugene 27.3%
Mike S, Randy 18.2%
Bruce, Charles, Clark, Dirk, Greg, Julien 13.6%


Hank:
Games Played: 22
Julien 59.1%
Ted 36.4%
Clark 27.3%


JC:
Games Played: 89
Charles 19.1%
Ted 15.7%
Karen, Thomas 13.5%

Janice:
Games Played: 10
Spencer 80.0%
Chip, JC 30.0%
Cassi, Cristal, Ken, Kerrin, Monica, Randy 20.0%


Jeremiah:
Games Played: 81
Ted 67.9%
Karen 66.7%
Clark 48.1%


Jeremy:
Games Played: 31
Cheryl 32.3%
Greg 29.0%
Eugene, Randy 22.6%


Jesse:
Games Played: 51
Greg 27.5%
Josh, Randy 13.7%
Charles, Steve 11.8%


Jessica:
Games Played: 9
Ken 100.0%
Allison, Patrick, Walt 33.3%
Dave R, Kendra, Mike S, Ping Ping 22.2%


John:
Games Played: 54
Randy 22.2%
Mike S 18.5%
Mike, Ted 16.7%


John B:
Games Played: 48
Greg 29.2%
Mike, Steve 14.6%
Bruce, Chris C, Dirk, Francisco, Plamen 12.5%


John N:
Games Played: 33
Bruce 27.3%
Ted 24.2%
Karen 18.2%


Jon:
Games Played: 6
Eugene, John B 50.0%
Greg S, Randy 33.3%
Alon, Brian K, Charles M, Eric, Maria, Nick, Selvin 16.7%

Josh:
Games Played: 45
Devin 26.7%
Clark, Jeremiah, Ted 24.4%
Karen 22.2%


Julien:
Games Played: 67
Brett 34.3%
Devin, Scott 22.4%
Nick 20.9%


Karen:
Games Played: 104
Ted 77.9%
Jeremiah 51.9%
Clark 42.3%


Ken:
Games Played: 20
Jessica 45.0%
Mike S 25.0%
Dave R, Kendra, Walt 20.0%


Kendra:
Games Played: 20
Eric 35.0%
Ken 20.0%
Bruce, Greg 15.0%


Kerrin:
Games Played: 6
Eugene, John, Monica, Randy 50.0%
Cristal, Janice, Scott 33.3%
Charles, Craig, Eric, Hank, Jeremy, Julien, Yul 16.7%


Larry:
Games Played: 13
JC 46.2%
Bruce, John N, Thomas 23.1%
Cheryl, Dan, John B, Walter 15.4%


Lucas:
Games Played: 6
Eric H, Greg, Jesse, John B, Patrick, Walter 33.3%
Bridgit, Bruce, Cheryl, Dave W, David W, Eric, Eugene, Kendra 16.7%


Marcus:
Games Played: 25
Andrea 60.0%
Eugene 28.0%
Brett 24.0%


Maria:
Games Played: 37
Nick 94.6%
Julien 32.4%
Brett 29.7%


Mika:
Games Played: 6
Aya, Eddie 50.0%
Eric, Greg Suhr, Julie P, Shelli 33.3%
Charles, Greg, John, John B, John H, Steve, Sun-Yi 16.7%


Mike:
Games Played: 39
John 23.1%
John B, Maria, Nick, Steve 17.9%
Chris C, Dan, Mike S, Scott 15.4%


Mike R:
Games Played: 6
Karen, Ted 100.0%
Charles 66.7%
Jeremiah, Julien, Scott 33.3%


Mike S:
Games Played: 51
Dirk 21.6%
Greg, John 19.6%
Maria 15.7%


Monica:
Games Played: 12
Eugene, Randy 33.3%
John, John N, Kerrin 25.0%
Cristal, Greg, Greg S, Janice, Steve 16.7%


Nick:
Games Played: 40
Maria 87.5%
Brett 37.5%
Julien 35.0%


Patrick:
Games Played: 10
Jessica, Ken 30.0%
Alon, Eric, Eric H, Jesse, Kendra, Lucas, Mike S 20.0%
Alan, Cheryl, Clark, Dave W, David W, Greg, Jeremy, John N, Julien, Monica, Scott, Walter 10.0%


Plamen:
Games Played: 6
John B 100.0%
Angie, Bear, Cheryl, Dirk, Keith, Mike S, Mimi, Ophelia, Ron, Steve, Walter 16.7%


Quentin:
Games Played: 6
Jacob 66.7%
Dirk, JC, Randy 33.3%
Candy, Cheryl, Devin, Greg, Jeremy, Marcus, Rolf, Ryan D, Tom 16.7%


Randy:
Games Played: 61
Ted 23.0%
John 19.7%
Eugene, Greg 16.4%


Rolf:
Games Played: 27
JC 33.3%
Bruce 22.2%
Eugene 18.5%


Ron:
Games Played: 7
John B 42.9%
Greg, JC, Steve 28.6%
Andrea, Bear, Brett, Bruce, Charles, Dirk, Eddie, Francisco, Jesse, John W, Larry, Marcus, Mike D, Plamen 14.3%


Ryan:
Games Played: 9
Greg 66.7%
Jesse 44.4%
Craig, Mike S 33.3%


Scott:
Games Played: 49
Ted 32.7%
Clark, Julien 30.6%
Devin, Eugene, Karen 20.4%


Selvin:
Games Played: 54
Greg 40.7%
JC 20.4%
Bruce 16.7%


Spencer:
Games Played: 11
Janice 72.7%
Chip 54.5%
JC 36.4%


Steve:
Games Played: 53
Greg 32.1%
Chris C, Dan, John B, Mike, Selvin 13.2%
Dirk, Jesse, John 11.3%


Sun-Yi:
Games Played: 7
John 100.0%
Cheryl, Dirk, Greg, Jeremy, Steve 28.6%
Bear, Candy, Charles, Chris C, Eddie, Jeremiah, Julie P, Mika, Randy, Ted 14.3%


Ted:
Games Played: 121
Karen 66.9%
Jeremiah 45.5%
Clark 35.5%


Thomas:
Games Played: 22
JC 54.5%
Greg, Selvin 27.3%
Bruce, John T, Roza 18.2%


Tom:
Games Played: 12
Brett, Jesse 33.3%
JC, Julien, Ryan D 25.0%
Charles, Karen, Randy 16.7%


Ulysses:
Games Played: 6
John B 50.0%
Charles, Chris C, Mike, Randy, Rolf 33.3%
Bear, Elizabeth, JC, Jeremy, Steve, Tom 16.7%


Walt:
Games Played: 10
Ken 40.0%
Charles, JC, Jessica 30.0%
Dave R, Jeremiah, Kare n, Randy, Selvin 20.0%


Walter:
Games Played: 19
Dan 36.8%
JC 26.3%
John B, Selvin 21.1%


William:
Games Played: 18
JC 61.1%
Frido 44.4%
Bruce, Charles, Howard 16.7%


Yul:
Games Played: 9
Eric, Randy 44.4%
Angie, Cheryl, Greg, Jeremy 33.3%
Craig, JC, Mike S 22.2%

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Re: Crazy "clean out the game shelves" clearance - 100 Games!

On Mon, 31 Dec 2007 20:29:31 -0000 
Ted Alspach <ted@...> wrote:

> Roads & Boats with Expansion $95 

Of course I already owe you $40, but this is really hard to turn down.
I'll take it.

--

-- 
J C Lawrence                        They said, "You have a blue guitar,
---------(*)                        You do not play things as they are."
claw@...                       The man replied, "Things as they are
http://www.kanga.nu/~claw/          Are changed upon the blue guitar."

 

Re: Crazy "clean out the game shelves" clearance - 100 Games!

Re: 2007 stats redux

This is fascinating, Jeremiah, regardless of the absolute accuracy of the results. As long as the numbers are "good enough" there are interesting things to see. Some examples:

- Andrea usually plays games with Markus and, looking at the reciprocal, Markus also usually plays games with Andrea. This works out because they play about the same number of games during the year.

- In contrast, Angie usually plays with Cheryl. However, Cheryl plays four times as often. So, when Angie isn't available, Cheryl usually plays with Jeremy. Since Jeremy plays about as often as Cheryl, the stats confirm that Jeremy usually plays with Cheryl.

- Greg, Eugene and JC play very often and have the lowest affinity for specific players. Does that make them the friendliest gamers at SBBG? Maybe the best gaming hosts.


What other things can be gleaned from these numbers? Share your insights...Spook your friends.

Peter

----- Original Message ----
From: Jeremiah Lee <texasjdl-/E1597aS9LQAvxtiuMwx3w@public.gmane.org>
To: sb-boardgamers-hHKSG33TihhbjbujkaE4pw@public.gmane.org
Sent: Wednesday, January 2, 2008 7:23:10 PM
Subject: Re: [sb-boardgamers] 2007 stats redux

Sheesh, you guys are hard to please.  I noticed that before I sent it out, but figured no one would care.  Instead, I get multiple emails about it.

Besides, it's not really a code issue, it's actually a data issue.    For all I know, those are actually two different people.

Another data issue is that there are games which had so many players that they went on to multiple lines, those are not properly counted either.

This is my last redux email, I swear, even when someone else points out how it doesn't quite count things correctly.  I encourage someone else to sit down and try and pa rse this data. 

jdl

Aaron:
Games Played: 8
Amir 50.0%
Dave R, India, JC 37.5%
Anonymous, Eric, John H 25.0%


Alan:
Games Played: 8
Alon, Chris C, Greg, Howard, JC, Maria, Nick, William 25.0%
Anon, Bridgit, Eric, Eugene, Francisco, Jeremy, John B, Kendra, Monica, Patrick, Rolf, Steve, Toni 12.5%


Alon:
Games Played: 9
JC 44.4%
Alan, Charles, Chris C, Greg, Patrick, Selvin 22.2%
Aaron, Anon, Anthony, Brian, Dave R, India, Jon, Kendra, Larry, Steve, Walter 11.1%


Amir:
Games Played: 19
Clark 31.6%
Aaron 21.1%
Greg, JC, Jeremiah, Jordan, Josh K, Scott 15.8%


Andrea:
Games Played: 23
Marcus 65.2%
Brett 30.4%
Bruce 26.1%


Angie:
Games Played: 8
Cheryl 75.0%
Yul 37.5%
Eric, Eugene, John B, Randy 25.0%


Aya:
Games Playe d: 7
Mika 42.9%
Becca, Dirk, Eric, Greg, Greg Suhr, Shelli 28.6%
Bear, Brett, Cherry, Clark, Jeremiah, John, Josh, Keith, Sun-yi 14.3%


Bear:
Games Played: 18
JC 27.8%
Chris C 22.2%
Becca, Charles, Greg, Keith 16.7%


Becca:
Games Played: 12
Dave E 41.7%
JC 33.3%
Bear, Mike S 25.0%


Brett:
Games Played: 72
Julien 31.9%
Bruce 27.8%
Charles, Nick 20.8%


Brian:
Games Played: 6
Amir, Anthony, Charles, JC, John N 33.3%
Alon, Cheryl, Craig, Eric R, Eugene, Greg, John, Randy, Selvin, Thomas 16.7%


Brian K:
Games Played: 8
Jesse 37.5%
Eugene, Randy 25.0%
Cheryl, Dan, Dave E, Devin, Dirk, Eric, Greg, Greg S, JC, John, John B, Jon, Josh, Kendra, Maria, Monica, Ryan, Selvin, Steve, Thomas 12.5%


Bridgit:
Games Played: 17
Bruce, Eugene 41.2%
John N 29.4%
Jeremiah, Marcus, Scott 17.6%


Bruce:
Games Played: 81
Brett 24.7%
Ted 21.0%
Greg 16.0%


Candy:
Games Played: 10
Dirk, John, Steve, Ted 30.0%
Brett, Chris C, Dave W, Devin, JC, Jesse 20.0%
Greg, Jon K, Ken, Prashant, Quentin, Randy, Ryan, Selvin, Sun-Yi 10.0%


Charles:
Games Played: 67
Karen 34.3%
JC, Ted 25.4%
Brett 22.4%


Charles M:
Games Played: 15
Dan 26.7%
Clark, Greg, JC 20.0%
Charles, Eugene, Jesse, John B, John N, Mike S, Scott, Selvin, Ted, William 13.3%


Cheryl:
Games Played: 35
Jeremy 28.6%
Randy 20.0%
Angie, Greg 17.1%


Chip:
Games Played: 7
Spencer 85.7%
JC 57.1%
Janice 42.9%


Chris:
Games Played: 13
Dan 46.2%
John 38.5%
Eugene, Greg 23.1%


Chris C:
Games Played: 24
Greg, Steve 29.2%
John B, Mike 25.0%
Mike S 20.8%


Clark:
Games Played: 90
Karen 48.9%
Ted 47.8%
Jeremiah 43.3%


Crai g:
Games Played: 14
Greg 64.3%
Jesse 35.7%
Eric 28.6%


Dan:
Games Played: 64
Greg 21.9%
Eugene 20.3%
Clark 18.8%


Dave E:
Games Played: 11
Becca 45.5%
Eric, Josh, Scott 27.3%
Amir, Clark, Devin, Jeremiah 18.2%


Dave R:
Games Played: 21
Eric 28.6%
JC 23.8%
Dan, Ken 19.0%


Dave W:
Games Played: 7
Candy, Jesse 28.6%
Craig, Dan, Devin, Eddie, Eric H, Eugene, Greg, Greg S, JC, Jeremy, John N, Josh, Julien, Karen, Ken, Lucas, Patrick, Prashant, Selvin, William 14.3%


David W:
Games Played: 10
Devin, Eric, Scott 30.0%
Clark, Eugene, Greg S, Julien, Walter 20.0%
Aaron, Amir, Cheryl, Chris B, Dave E, Dave R, Greg, Jeremy, Julie, Karen, Lucas, Patrick, Randy, Selvin, Steve 10.0%


Devin:
Games Played: 59
Ted 42.4%
Clark 35.6%
Karen 33.9%


Dirk:
Games Played: 41
Greg 34.1%
Mike S 26.8%
John B, Steve 14.6%


Eddie:
Games Played: 14
Steve 28.6%
JC, Mika 21.4%
Charles, Dan, Greg, John, John B, John N, Julie P, Terry 14.3%


Eric:
Games Played: 33
Kendra 21.2%
Dave R 18.2%
Cheryl, Dan 15.2%


Eugene:
Games Played: 72
Dan 18.1%
Bruce, Greg, Julien, Randy, Scott 13.9%
Brett, John, Ted 11.1%


Francisco:
Games Played: 10
John B 60.0%
Dirk 30.0%
Chris, Eric P, John, Marcia, Rolf, Steve 20.0%


Frido:
Games Played: 8
William 100.0%
JC 50.0%
Bruce, Dan 25.0%


Greg:
Games Played: 116
Selvin 19.0%
Steve 14.7%
Dan, Dirk, Jesse, John B 12.1%


Greg S:
Games Played: 22
Eugene 27.3%
Mike S, Randy 18.2%
Bruce, Charles, Clark, Dirk, Greg, Julien 13.6%


Hank:
Games Played: 22
Julien 59.1%
Ted 36.4%
Clark 27.3%


JC:
Games Played: 89
Charles 19.1%
Ted 15.7%
Karen, Thomas 13.5%

Janice:
Games Played: 10
Spencer 80.0%
Chip, JC 30.0%
Cassi, Cristal, Ken, Kerrin, Monica, Randy 20.0%


Jeremiah:
Games Played: 81
Ted 67.9%
Karen 66.7%
Clark 48.1%


Jeremy:
Games Played: 31
Cheryl 32.3%
Greg 29.0%
Eugene, Randy 22.6%


Jesse:
Games Played: 51
Greg 27.5%
Josh, Randy 13.7%
Charles, Steve 11.8%


Jessica:
Games Played: 9
Ken 100.0%
Allison, Patrick, Walt 33.3%
Dave R, Kendra, Mike S, Ping Ping 22.2%


John:
Games Played: 54
Randy 22.2%
Mike S 18.5%
Mike, Ted 16.7%


John B:
Games Played: 48
Greg 29.2%
Mike, Steve 14.6%
Bruce, Chris C, Dirk, Francisco, Plamen 12.5%


John N:
Games Played: 33
Bruce 27.3%
Ted 24.2%
Karen 18.2%


Jon:
Games Played: 6
Eugene, John B 50.0%
Greg S, Randy 33.3%
Alon, Brian K, Charles M, Eric, Maria, Nick, Selvin 16.7%

Josh:
Games Played: 45
Devin 26.7%
Clark, Jeremiah, Ted 24.4%
Karen 22.2%


Julien:
Games Played: 67
Brett 34.3%
Devin, Scott 22.4%
Nick 20.9%


Karen:
Games Played: 104
Ted 77.9%
Jeremiah 51.9%
Clark 42.3%


Ken:
Games Played: 20
Jessica 45.0%
Mike S 25.0%
Dave R, Kendra, Walt 20.0%


Kendra:
Games Played: 20
Eric 35.0%
Ken 20.0%
Bruce, Greg 15.0%


Kerrin:
Games Played: 6
Eugene, John, Monica, Randy 50.0%
Cristal, Janice, Scott 33.3%
Charles, Craig, Eric, Hank, Jeremy, Julien, Yul 16.7%


Larry:
Games Played: 13
JC 46.2%
Bruce, John N, Thomas 23.1%
Cheryl, Dan, John B, Walter 15.4%


Lucas:
Games Played: 6
Eric H, Greg, Jesse, John B, Patrick, Walter 33.3%
Bridgit, Bruce, Cheryl, Dave W, David W, Eric, Eugene, Kendra 16.7%


Marcus:
Games Played: 25
Andrea 60.0%
Eugene 28.0%
Brett 24.0%


Maria:
Games Played: 37
Nick 94.6%
Julien 32.4%
Brett 29.7%


Mika:
Games Played: 6
Aya, Eddie 50.0%
Eric, Greg Suhr, Julie P, Shelli 33.3%
Charles, Greg, John, John B, John H, Steve, Sun-Yi 16.7%


Mike:
Games Played: 39
John 23.1%
John B, Maria, Nick, Steve 17.9%
Chris C, Dan, Mike S, Scott 15.4%


Mike R:
Games Played: 6
Karen, Ted 100.0%
Charles 66.7%
Jeremiah, Julien, Scott 33.3%


Mike S:
Games Played: 51
Dirk 21.6%
Greg, John 19.6%
Maria 15.7%


Monica:
Games Played: 12
Eugene, Randy 33.3%
John, John N, Kerrin 25.0%
Cristal, Greg, Greg S, Janice, Steve 16.7%


Nick:
Games Played: 40
Maria 87.5%
Brett 37.5%
Julien 35.0%


Patrick:
Games Played: 10
Jessica, Ken 30.0%
Alon, Eric, Eric H, Jesse, Kendra, Lucas, Mike S 20.0%
Alan, Cheryl, Clark, Dave W, David W, Greg, Jeremy, John N, Julien, Monica, Scott, Walter 10.0%


Plamen:
Games Played: 6
John B 100.0%
Angie, Bear, Cheryl, Dirk, Keith, Mike S, Mimi, Ophelia, Ron, Steve, Walter 16.7%


Quentin:
Games Played: 6
Jacob 66.7%
Dirk, JC, Randy 33.3%
Candy, Cheryl, Devin, Greg, Jeremy, Marcus, Rolf, Ryan D, Tom 16.7%


Randy:
Games Played: 61
Ted 23.0%
John 19.7%
Eugene, Greg 16.4%


Rolf:
Games Played: 27
JC 33.3%
Bruce 22.2%
Eugene 18.5%


Ron:
Games Played: 7
John B 42.9%
Greg, JC, Steve 28.6%
Andrea, Bear, Brett, Bruce, Charles, Dirk, Eddie, Francisco, Jesse, John W, Larry, Marcus, Mike D, Plamen 14.3%


Ryan:
Games Played: 9
Greg 66.7%
Jesse 44.4%
Craig, Mike S 33.3%


Scott:
Games Played: 49
Ted 32.7%
Clark, Julien 30.6%
Devin, Eugene, Karen 20.4%


Selvin:
Games Played: 54
Greg 40.7%
JC 20.4%
Bruce 16.7%


Spencer:
Games Played: 11
Janice 72.7%
Chip 54.5%
JC 36.4%


Steve:
Games Played: 53
Greg 32.1%
Chris C, Dan, John B, Mike, Selvin 13.2%
Dirk, Jesse, John 11.3%


Sun-Yi:
Games Played: 7
John 100.0%
Cheryl, Dirk, Greg, Jeremy, Steve 28.6%
Bear, Candy, Charles, Chris C, Eddie, Jeremiah, Julie P, Mika, Randy, Ted 14.3%


Ted:
Games Played: 121
Karen 66.9%
Jeremiah 45.5%
Clark 35.5%


Thomas:
Games Played: 22
JC 54.5%
Greg, Selvin 27.3%
Bruce, John T, Roza 18.2%


Tom:
Games Played: 12
Brett, Jesse 33.3%
JC, Julien, Ryan D 25.0%
Charles, Karen, Randy 16.7%


Ulysses:
Games Played: 6
John B 50.0%
Charles, Chris C, Mike, Randy, Rolf 33.3%
Bear, Elizabeth, JC, Jeremy, Steve, Tom 16.7%


Walt:
Games Played: 10
Ken 40.0%
Charles, JC, Jessica 30.0%
Dave R, Jeremiah, Kare n, Randy, Selvin 20.0%


Walter:
Games Played: 19
Dan 36.8%
JC 26.3%
John B, Selvin 21.1%


William:
Games Played: 18
JC 61.1%
Frido 44.4%
Bruce, Charles, Howard 16.7%


Yul:
Games Played: 9
Eric, Randy 44.4%
Angie, Cheryl, Greg, Jeremy 33.3%
Craig, JC, Mike S 22.2%

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Re: 2007 stats redux

Re: 2007 stats redux

I think it would also be interesting to see what our favorite games
are ... i.e. the stats on the specific games (frequency of play,
etc...), and how frequently games are played by specific players.

Finally, I'm sure we all want to know: who's the "best" player?  Who
wins the most, or maybe who wins the largest variety of games?  If
someone wins every game they play, but they only play Age of Steam,
are they a better player than someone who never plays the same game
twice and wins 75% of the time??

later,
  -  <at> aron Z

On Jan 3, 2008 11:09 AM, Peter Ridge <petermridge@...> wrote:
>
>
>
>
>
> This is fascinating, Jeremiah, regardless of the absolute accuracy of the
> results. As long as the numbers are "good enough" there are interesting
> things to see. Some examples:
>
> - Andrea usually plays games with Markus and, looking at the reciprocal,
> Markus also usually plays games with Andrea. This works out because they
> play about the same number of games during the year.
>
> - In contrast, Angie usually plays with Cheryl. However, Cheryl plays four
> times as often. So, when Angie isn't available, Cheryl usually plays with
> Jeremy. Since Jeremy plays about as often as Cheryl, the stats confirm that
> Jeremy usually plays with Cheryl.
>
> - Greg, Eugene and JC play very often and have the lowest affinity for
> specific players. Does that make them the friendliest gamers at SBBG? Maybe
> the best gaming hosts.
>
>
> What other things can be gleaned from these numbers? Share your
> insights...Spook your friends.
>
> Peter
>
>
>
>
> ----- Original Message ----
> From: Jeremiah Lee <texasjdl@...>
> To: sb-boardgamers@...
> Sent: Wednesday, January 2, 2008 7:23:10 PM
> Subject: Re: [sb-boardgamers] 2007 stats redux
>
>
> Sheesh, you guys are hard to please.  I noticed that before I sent it out,
> but figured no one would care.  Instead, I get multiple emails about it.
>
> Besides, it's not really a code issue, it's actually a data issue.    For
> all I know, those are actually two different people.
>
> Another data issue is that there are games which had so many players that
> they went on to multiple lines, those are not properly counted either.
>
> This is my last redux email, I swear, even when someone else points out how
> it doesn't quite count things correctly.  I encourage someone else to sit
> down and try and parse this data.  
>
> jdl
>
> Aaron:
> Games Played: 8
> Amir 50.0%
> Dave R, India, JC 37.5%
> Anonymous, Eric, John H 25.0%
>
>
> Alan:
> Games Played: 8
> Alon, Chris C, Greg, Howard, JC, Maria, Nick, William 25.0%
> Anon, Bridgit, Eric, Eugene, Francisco, Jeremy, John B, Kendra, Monica,
> Patrick, Rolf, Steve, Toni 12.5%
>
>
> Alon:
> Games Played: 9
> JC 44.4%
> Alan, Charles, Chris C, Greg, Patrick, Selvin 22.2%
> Aaron, Anon, Anthony, Brian, Dave R, India, Jon, Kendra, Larry, Steve,
> Walter 11.1%
>
>
> Amir:
> Games Played: 19
> Clark 31.6%
> Aaron 21.1%
> Greg, JC, Jeremiah, Jordan, Josh K, Scott 15.8%
>
>
> Andrea:
> Games Played: 23
> Marcus 65.2%
> Brett 30.4%
> Bruce 26.1%
>
>
> Angie:
> Games Played: 8
> Cheryl 75.0%
> Yul 37.5%
> Eric, Eugene, John B, Randy 25.0%
>
>
> Aya:
> Games Played: 7
> Mika 42.9%
> Becca, Dirk, Eric, Greg, Greg Suhr, Shelli 28.6%
> Bear, Brett, Cherry, Clark, Jeremiah, John, Josh, Keith, Sun-yi 14.3%
>
>
> Bear:
> Games Played: 18
> JC 27.8%
> Chris C 22.2%
> Becca, Charles, Greg, Keith 16.7%
>
>
> Becca:
> Games Played: 12
> Dave E 41.7%
> JC 33.3%
> Bear, Mike S 25.0%
>
>
> Brett:
> Games Played: 72
> Julien 31.9%
> Bruce 27.8%
> Charles, Nick 20.8%
>
>
> Brian:
> Games Played: 6
> Amir, Anthony, Charles, JC, John N 33.3%
> Alon, Cheryl, Craig, Eric R, Eugene, Greg, John, Randy, Selvin, Thomas 16.7%
>
>
> Brian K:
> Games Played: 8
> Jesse 37.5%
> Eugene, Randy 25.0%
> Cheryl, Dan, Dave E, Devin, Dirk, Eric, Greg, Greg S, JC, John, John B, Jon,
> Josh, Kendra, Maria, Monica, Ryan, Selvin, Steve, Thomas 12.5%
>
>
> Bridgit:
> Games Played: 17
> Bruce, Eugene 41.2%
> John N 29.4%
> Jeremiah, Marcus, Scott 17.6%
>
>
> Bruce:
> Games Played: 81
> Brett 24.7%
> Ted 21.0%
> Greg 16.0%
>
>
> Candy:
> Games Played: 10
> Dirk, John, Steve, Ted 30.0%
> Brett, Chris C, Dave W, Devin, JC, Jesse 20.0%
> Greg, Jon K, Ken, Prashant, Quentin, Randy, Ryan, Selvin, Sun-Yi 10.0%
>
>
> Charles:
> Games Played: 67
> Karen 34.3%
> JC, Ted 25.4%
> Brett 22.4%
>
>
> Charles M:
> Games Played: 15
> Dan 26.7%
> Clark, Greg, JC 20.0%
> Charles, Eugene, Jesse, John B, John N, Mike S, Scott, Selvin, Ted, William
> 13.3%
>
>
> Cheryl:
> Games Played: 35
> Jeremy 28.6%
> Randy 20.0%
> Angie, Greg 17.1%
>
>
> Chip:
> Games Played: 7
> Spencer 85.7%
> JC 57.1%
> Janice 42.9%
>
>
> Chris:
> Games Played: 13
> Dan 46.2%
> John 38.5%
> Eugene, Greg 23.1%
>
>
> Chris C:
> Games Played: 24
> Greg, Steve 29.2%
> John B, Mike 25.0%
> Mike S 20.8%
>
>
> Clark:
> Games Played: 90
> Karen 48.9%
> Ted 47.8%
> Jeremiah 43.3%
>
>
> Craig:
> Games Played: 14
> Greg 64.3%
> Jesse 35.7%
> Eric 28.6%
>
>
> Dan:
> Games Played: 64
> Greg 21.9%
> Eugene 20.3%
> Clark 18.8%
>
>
> Dave E:
> Games Played: 11
> Becca 45.5%
> Eric, Josh, Scott 27.3%
> Amir, Clark, Devin, Jeremiah 18.2%
>
>
> Dave R:
> Games Played: 21
> Eric 28.6%
> JC 23.8%
> Dan, Ken 19.0%
>
>
> Dave W:
> Games Played: 7
> Candy, Jesse 28.6%
> Craig, Dan, Devin, Eddie, Eric H, Eugene, Greg, Greg S, JC, Jeremy, John N,
> Josh, Julien, Karen, Ken, Lucas, Patrick, Prashant, Selvin, William 14.3%
>
>
> David W:
> Games Played: 10
> Devin, Eric, Scott 30.0%
> Clark, Eugene, Greg S, Julien, Walter 20.0%
> Aaron, Amir, Cheryl, Chris B, Dave E, Dave R, Greg, Jeremy, Julie, Karen,
> Lucas, Patrick, Randy, Selvin, Steve 10.0%
>
>
> Devin:
> Games Played: 59
> Ted 42.4%
> Clark 35.6%
> Karen 33.9%
>
>
> Dirk:
> Games Played: 41
> Greg 34.1%
> Mike S 26.8%
> John B, Steve 14.6%
>
>
> Eddie:
> Games Played: 14
> Steve 28.6%
> JC, Mika 21.4%
> Charles, Dan, Greg, John, John B, John N, Julie P, Terry 14.3%
>
>
> Eric:
> Games Played: 33
> Kendra 21.2%
> Dave R 18.2%
> Cheryl, Dan 15.2%
>
>
> Eugene:
> Games Played: 72
> Dan 18.1%
> Bruce, Greg, Julien, Randy, Scott 13.9%
> Brett, John, Ted 11.1%
>
>
> Francisco:
> Games Played: 10
> John B 60.0%
> Dirk 30.0%
> Chris, Eric P, John, Marcia, Rolf, Steve 20.0%
>
>
> Frido:
> Games Played: 8
> William 100.0%
> JC 50.0%
> Bruce, Dan 25.0%
>
>
> Greg:
> Games Played: 116
> Selvin 19.0%
> Steve 14.7%
> Dan, Dirk, Jesse, John B 12.1%
>
>
> Greg S:
> Games Played: 22
> Eugene 27.3%
> Mike S, Randy 18.2%
> Bruce, Charles, Clark, Dirk, Greg, Julien 13.6%
>
>
> Hank:
> Games Played: 22
> Julien 59.1%
> Ted 36.4%
> Clark 27.3%
>
>
> JC:
> Games Played: 89
> Charles 19.1%
> Ted 15.7%
> Karen, Thomas 13.5%
>
>
> Janice:
> Games Played: 10
> Spencer 80.0%
> Chip, JC 30.0%
> Cassi, Cristal, Ken, Kerrin, Monica, Randy 20.0%
>
>
> Jeremiah:
> Games Played: 81
> Ted 67.9%
> Karen 66.7%
> Clark 48.1%
>
>
> Jeremy:
> Games Played: 31
> Cheryl 32.3%
> Greg 29.0%
> Eugene, Randy 22.6%
>
>
> Jesse:
> Games Played: 51
> Greg 27.5%
> Josh, Randy 13.7%
> Charles, Steve 11.8%
>
>
> Jessica:
> Games Played: 9
> Ken 100.0%
> Allison, Patrick, Walt 33.3%
> Dave R, Kendra, Mike S, Ping Ping 22.2%
>
>
> John:
> Games Played: 54
> Randy 22.2%
> Mike S 18.5%
> Mike, Ted 16.7%
>
>
> John B:
> Games Played: 48
> Greg 29.2%
> Mike, Steve 14.6%
> Bruce, Chris C, Dirk, Francisco, Plamen 12.5%
>
>
> John N:
> Games Played: 33
> Bruce 27.3%
> Ted 24.2%
> Karen 18.2%
>
>
> Jon:
> Games Played: 6
> Eugene, John B 50.0%
> Greg S, Randy 33.3%
> Alon, Brian K, Charles M, Eric, Maria, Nick, Selvin 16.7%
>
>
> Josh:
> Games Played: 45
> Devin 26.7%
> Clark, Jeremiah, Ted 24.4%
> Karen 22.2%
>
>
> Julien:
> Games Played: 67
> Brett 34.3%
> Devin, Scott 22.4%
> Nick 20.9%
>
>
> Karen:
> Games Played: 104
> Ted 77.9%
> Jeremiah 51.9%
> Clark 42.3%
>
>
> Ken:
> Games Played: 20
> Jessica 45.0%
> Mike S 25.0%
> Dave R, Kendra, Walt 20.0%
>
>
> Kendra:
> Games Played: 20
> Eric 35.0%
> Ken 20.0%
> Bruce, Greg 15.0%
>
>
> Kerrin:
> Games Played: 6
> Eugene, John, Monica, Randy 50.0%
> Cristal, Janice, Scott 33.3%
> Charles, Craig, Eric, Hank, Jeremy, Julien, Yul 16.7%
>
>
> Larry:
> Games Played: 13
> JC 46.2%
> Bruce, John N, Thomas 23.1%
> Cheryl, Dan, John B, Walter 15.4%
>
>
> Lucas:
> Games Played: 6
> Eric H, Greg, Jesse, John B, Patrick, Walter 33.3%
> Bridgit, Bruce, Cheryl, Dave W, David W, Eric, Eugene, Kendra 16.7%
>
>
> Marcus:
> Games Played: 25
> Andrea 60.0%
> Eugene 28.0%
> Brett 24.0%
>
>
> Maria:
> Games Played: 37
> Nick 94.6%
> Julien 32.4%
> Brett 29.7%
>
>
> Mika:
> Games Played: 6
> Aya, Eddie 50.0%
> Eric, Greg Suhr, Julie P, Shelli 33.3%
> Charles, Greg, John, John B, John H, Steve, Sun-Yi 16.7%
>
>
> Mike:
> Games Played: 39
> John 23.1%
> John B, Maria, Nick, Steve 17.9%
> Chris C, Dan, Mike S, Scott 15.4%
>
>
> Mike R:
> Games Played: 6
> Karen, Ted 100.0%
> Charles 66.7%
> Jeremiah, Julien, Scott 33.3%
>
>
> Mike S:
> Games Played: 51
> Dirk 21.6%
> Greg, John 19.6%
> Maria 15.7%
>
>
> Monica:
> Games Played: 12
> Eugene, Randy 33.3%
> John, John N, Kerrin 25.0%
> Cristal, Greg, Greg S, Janice, Steve 16.7%
>
>
> Nick:
> Games Played: 40
> Maria 87.5%
> Brett 37.5%
> Julien 35.0%
>
>
> Patrick:
> Games Played: 10
> Jessica, Ken 30.0%
> Alon, Eric, Eric H, Jesse, Kendra, Lucas, Mike S 20.0%
> Alan, Cheryl, Clark, Dave W, David W, Greg, Jeremy, John N, Julien, Monica,
> Scott, Walter 10.0%
>
>
> Plamen:
> Games Played: 6
> John B 100.0%
> Angie, Bear, Cheryl, Dirk, Keith, Mike S, Mimi, Ophelia, Ron, Steve, Walter
> 16.7%
>
>
> Quentin:
> Games Played: 6
> Jacob 66.7%
> Dirk, JC, Randy 33.3%
> Candy, Cheryl, Devin, Greg, Jeremy, Marcus, Rolf, Ryan D, Tom 16.7%
>
>
> Randy:
> Games Played: 61
> Ted 23.0%
> John 19.7%
> Eugene, Greg 16.4%
>
>
> Rolf:
> Games Played: 27
> JC 33.3%
> Bruce 22.2%
> Eugene 18.5%
>
>
> Ron:
> Games Played: 7
> John B 42.9%
> Greg, JC, Steve 28.6%
> Andrea, Bear, Brett, Bruce, Charles, Dirk, Eddie, Francisco, Jesse, John W,
> Larry, Marcus, Mike D, Plamen 14.3%
>
>
> Ryan:
> Games Played: 9
> Greg 66.7%
> Jesse 44.4%
> Craig, Mike S 33.3%
>
>
> Scott:
> Games Played: 49
> Ted 32.7%
> Clark, Julien 30.6%
> Devin, Eugene, Karen 20.4%
>
>
> Selvin:
> Games Played: 54
> Greg 40.7%
> JC 20.4%
> Bruce 16.7%
>
>
> Spencer:
> Games Played: 11
> Janice 72.7%
> Chip 54.5%
> JC 36.4%
>
>
> Steve:
> Games Played: 53
> Greg 32.1%
> Chris C, Dan, John B, Mike, Selvin 13.2%
> Dirk, Jesse, John 11.3%
>
>
> Sun-Yi:
> Games Played: 7
> John 100.0%
> Cheryl, Dirk, Greg, Jeremy, Steve 28.6%
> Bear, Candy, Charles, Chris C, Eddie, Jeremiah, Julie P, Mika, Randy, Ted
> 14.3%
>
>
> Ted:
> Games Played: 121
> Karen 66.9%
> Jeremiah 45.5%
> Clark 35.5%
>
>
> Thomas:
> Games Played: 22
> JC 54.5%
> Greg, Selvin 27.3%
> Bruce, John T, Roza 18.2%
>
>
> Tom:
> Games Played: 12
> Brett, Jesse 33.3%
> JC, Julien, Ryan D 25.0%
> Charles, Karen, Randy 16.7%
>
>
> Ulysses:
> Games Played: 6
> John B 50.0%
> Charles, Chris C, Mike, Randy, Rolf 33.3%
> Bear, Elizabeth, JC, Jeremy, Steve, Tom 16.7%
>
>
> Walt:
> Games Played: 10
> Ken 40.0%
> Charles, JC, Jessica 30.0%
> Dave R, Jeremiah, Karen, Randy, Selvin 20.0%
>
>
> Walter:
> Games Played: 19
> Dan 36.8%
> JC 26.3%
> John B, Selvin 21.1%
>
>
> William:
> Games Played: 18
> JC 61.1%
> Frido 44.4%
> Bruce, Charles, Howard 16.7%
>
>
> Yul:
> Games Played: 9
> Eric, Randy 44.4%
> Angie, Cheryl, Greg, Jeremy 33.3%
> Craig, JC, Mike S 22.2%
>
>
>
>
>
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