Below, are the data I used for my research presentation at the SABR National Convention at the J.W. Marriott in Washington, D.C, on July 30, 2009. This year marks the 39th SABR National and my first convention. If you would like a PDF file of my presentation, please let me know via including your email address in a comment to this post.

Best Improvement in On-Base Percentage from one season to the next:

Name                          Year      Age      Low OBP      High OBP      Increase (*100)
Tris Speaker            1920       32             .395               .483                88.4

Barry Bonds           2004       39            .529                .609                80.3

Joe Medwick         1944        32            .306                .386                80.0

George McQuinn  1947       37            .317               .395                 78.0

Mark McGwire      1998       34            .393               .470                 77.2

Luke Appling        1943       36            .342               .419                  77.1

Barry Bonds         2001       36            .440              .515                   75.2

Ed Yost                  1959        32            .361              .435                   74.6

Ted Simmons      1985        35            .269              .342                   72.5

Eddie Murray     1990        34            .342             .414                    71.9

C. Lansford          1989        32            .327             .398                    71.1

Dixie Walker       1944        33            .363             .434                    71.0

Al Simmons        1936        34            .312             .383                     70.4

Bob Johnson      1944        38            .362            .431                      68.7

Tilly Walker        1921        33            .321            .389                      68.0

Jim Sheckard     1911        32            .366            .434                      67.6

Lu Blue                 1931        34           .363            .430                      67.0

Nap Lajoie          1910        35           .378           .445                      66.7

Barry Bonds      2002        37          .515            .582                     66.6

Frank Howard  1969        32           .338           .402                     63.4

Best Improvement in On-Base Percentage from new best over previous career best (Top 10):

Name                          Year      Age      Old High OBP      New High OBP      Increase (*100)

B. Bonds                    2002     37              .515                         .582                           66.6

B. Bonds                    2001     36              .461                          .515                           54.3

F. Howard                1969      32              .338                         .402                           43.4

D. Walker                 1944      33              .396                         .434                            38.1

C. Lansford             1989      32             .366                          .398                            32.6

B. Bonds                  2004      39            .582                          .609                            27.7

T. Walker                1921       33            .365                          .389                             23.3

T. Speaker              1920       32           .470                         .483                             13.2

J. Sheckard            1911        32           .423                         .434                             11.1

L. Blue                     1931       34            .422                         .430                              7.5