M.Spagnut
February 15, 2019
| playername | teamID | yearID | CG | G | GS | IPouts | SHO | SV | W |
|---|---|---|---|---|---|---|---|---|---|
| Pedro Feliciano | NYN | 2010 | 0 | 92 | 0 | 188 | 0 | 0 | 3 |
| Randy Choate | TBA | 2010 | 0 | 85 | 0 | 134 | 0 | 0 | 4 |
| Peter Moylan | ATL | 2010 | 0 | 85 | 0 | 191 | 0 | 1 | 6 |
| Jonny Venters | ATL | 2011 | 0 | 85 | 0 | 264 | 0 | 5 | 6 |
| Nick Masset | CIN | 2010 | 0 | 82 | 0 | 230 | 0 | 2 | 4 |
| Brad Hand | SDN | 2016 | 0 | 82 | 0 | 268 | 0 | 1 | 4 |
| playername | teamID | yearID | CG | G | GS | IPouts | SHO | SV | W |
|---|---|---|---|---|---|---|---|---|---|
| Chris Carpenter | SLN | 2010 | 1 | 35 | 35 | 705 | 0 | 0 | 16 |
| David Price | BOS | 2016 | 2 | 35 | 35 | 690 | 0 | 0 | 17 |
| Ryan Dempster | CHN | 2010 | 1 | 34 | 34 | 646 | 0 | 0 | 15 |
| Tommy Hanson | ATL | 2010 | 1 | 34 | 34 | 608 | 0 | 0 | 10 |
| Felix Hernandez | SEA | 2010 | 6 | 34 | 34 | 749 | 1 | 0 | 13 |
| Tim Hudson | ATL | 2010 | 1 | 34 | 34 | 686 | 0 | 0 | 17 |
| CC Sabathia | NYA | 2010 | 2 | 34 | 34 | 713 | 0 | 0 | 21 |
| Jered Weaver | LAA | 2010 | 0 | 34 | 34 | 673 | 0 | 0 | 13 |
| Randy Wolf | MIL | 2010 | 1 | 34 | 34 | 647 | 1 | 0 | 13 |
| Trevor Cahill | OAK | 2011 | 0 | 34 | 34 | 623 | 0 | 0 | 12 |
| Chris Carpenter | SLN | 2011 | 4 | 34 | 34 | 712 | 2 | 0 | 11 |
| Ryan Dempster | CHN | 2011 | 0 | 34 | 34 | 607 | 0 | 0 | 10 |
| Dan Haren | LAA | 2011 | 4 | 35 | 34 | 715 | 3 | 0 | 16 |
| Derek Lowe | ATL | 2011 | 0 | 34 | 34 | 561 | 0 | 0 | 9 |
| David Price | TBA | 2011 | 0 | 34 | 34 | 673 | 0 | 0 | 12 |
| Justin Verlander | DET | 2011 | 4 | 34 | 34 | 753 | 2 | 0 | 24 |
| C. J. Wilson | TEX | 2011 | 3 | 34 | 34 | 670 | 1 | 0 | 16 |
| Bruce Chen | KCA | 2012 | 0 | 34 | 34 | 575 | 0 | 0 | 11 |
| Justin Masterson | CLE | 2012 | 1 | 34 | 34 | 619 | 0 | 0 | 11 |
| C. J. Wilson | LAA | 2012 | 0 | 34 | 34 | 607 | 0 | 0 | 13 |
| R. A. Dickey | TOR | 2013 | 3 | 34 | 34 | 674 | 1 | 0 | 14 |
| James Shields | KCA | 2013 | 2 | 34 | 34 | 686 | 0 | 0 | 13 |
| Justin Verlander | DET | 2013 | 0 | 34 | 34 | 655 | 0 | 0 | 13 |
| Adam Wainwright | SLN | 2013 | 5 | 34 | 34 | 725 | 2 | 0 | 19 |
| A. J. Burnett | PHI | 2014 | 1 | 34 | 34 | 641 | 0 | 0 | 8 |
| Johnny Cueto | CIN | 2014 | 4 | 34 | 34 | 731 | 2 | 0 | 20 |
| R. A. Dickey | TOR | 2014 | 1 | 34 | 34 | 647 | 0 | 0 | 14 |
| Felix Hernandez | SEA | 2014 | 0 | 34 | 34 | 708 | 0 | 0 | 15 |
| Corey Kluber | CLE | 2014 | 3 | 34 | 34 | 707 | 1 | 0 | 18 |
| James Shields | KCA | 2014 | 1 | 34 | 34 | 681 | 1 | 0 | 14 |
| Stephen Strasburg | WAS | 2014 | 0 | 34 | 34 | 645 | 0 | 0 | 14 |
| Chris Tillman | BAL | 2014 | 1 | 34 | 34 | 622 | 1 | 0 | 13 |
| Jered Weaver | LAA | 2014 | 1 | 34 | 34 | 640 | 0 | 0 | 18 |
| Chris Archer | TBA | 2015 | 1 | 34 | 34 | 636 | 1 | 0 | 12 |
| Madison Bumgarner | SFN | 2016 | 4 | 34 | 34 | 680 | 1 | 0 | 15 |
| Max Scherzer | WAS | 2016 | 1 | 34 | 34 | 685 | 0 | 0 | 20 |
| Justin Verlander | DET | 2016 | 2 | 34 | 34 | 683 | 0 | 0 | 16 |
| Edinson Volquez | KCA | 2016 | 0 | 34 | 34 | 568 | 0 | 0 | 10 |
| playername | teamID | yearID | CG | G | GS | IPouts | SHO | SV | W |
|---|---|---|---|---|---|---|---|---|---|
| Justin Verlander | DET | 2011 | 4 | 34 | 34 | 753 | 2 | 0 | 24 |
| Roy Halladay | PHI | 2010 | 9 | 33 | 33 | 752 | 4 | 0 | 21 |
| Felix Hernandez | SEA | 2010 | 6 | 34 | 34 | 749 | 1 | 0 | 13 |
| James Shields | TBA | 2011 | 11 | 33 | 33 | 748 | 4 | 0 | 16 |
| Johnny Cueto | CIN | 2014 | 4 | 34 | 34 | 731 | 2 | 0 | 20 |
| playername | teamID | yearID | CG | G | GS | IPouts | SHO | SV | W |
|---|---|---|---|---|---|---|---|---|---|
| Cliff Lee | PHI | 2011 | 6 | 32 | 32 | 698 | 6 | 0 | 17 |
| Felix Hernandez | SEA | 2012 | 5 | 33 | 33 | 696 | 5 | 0 | 13 |
| Roy Halladay | PHI | 2010 | 9 | 33 | 33 | 752 | 4 | 0 | 21 |
| Derek Holland | TEX | 2011 | 4 | 32 | 32 | 594 | 4 | 0 | 16 |
| James Shields | TBA | 2011 | 11 | 33 | 33 | 748 | 4 | 0 | 16 |
| playername | teamID | yearID | CG | G | GS | IPouts | SHO | SV | W |
|---|---|---|---|---|---|---|---|---|---|
| Jim Johnson | BAL | 2012 | 0 | 71 | 0 | 206 | 0 | 51 | 2 |
| Mark Melancon | PIT | 2015 | 0 | 78 | 0 | 230 | 0 | 51 | 3 |
| Jeurys Familia | NYN | 2016 | 0 | 78 | 0 | 233 | 0 | 51 | 3 |
| Jim Johnson | BAL | 2013 | 0 | 74 | 0 | 211 | 0 | 50 | 3 |
| Craig Kimbrel | ATL | 2013 | 0 | 68 | 0 | 201 | 0 | 50 | 4 |
| playername | teamID | yearID | CG | G | GS | IPouts | SHO | SV | W |
|---|---|---|---|---|---|---|---|---|---|
| Justin Verlander | DET | 2011 | 4 | 34 | 34 | 753 | 2 | 0 | 24 |
| Jake Arrieta | CHN | 2015 | 4 | 33 | 33 | 687 | 3 | 0 | 22 |
| Rick Porcello | BOS | 2016 | 3 | 33 | 33 | 669 | 0 | 0 | 22 |
| Roy Halladay | PHI | 2010 | 9 | 33 | 33 | 752 | 4 | 0 | 21 |
| CC Sabathia | NYA | 2010 | 2 | 34 | 34 | 713 | 0 | 0 | 21 |
| Ian Kennedy | ARI | 2011 | 1 | 33 | 33 | 666 | 1 | 0 | 21 |
| Clayton Kershaw | LAN | 2011 | 5 | 33 | 33 | 700 | 2 | 0 | 21 |
| Gio Gonzalez | WAS | 2012 | 2 | 32 | 32 | 598 | 1 | 0 | 21 |
| Max Scherzer | DET | 2013 | 0 | 32 | 32 | 643 | 0 | 0 | 21 |
| Clayton Kershaw | LAN | 2014 | 6 | 27 | 27 | 595 | 2 | 0 | 21 |
This example has been modified to include labels that specify each batter’s name with ‘plotly’ hover effects.
This word cloud was produced first by converting a pdf document to a text file.
This slide illustrates the plotting of time series data with the packages of ‘ggmisc’ and ‘ggplot2’. ‘plotly’ is used to provide hover effects.