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Welcome back to the second installment of our 2017 Fantasy Categorical Breakdown series. If you’ve been following closely, you’re aware that the birth of the Rob Manfred era has catalyzed a high-octane offensive environment and dramatically reshaped the fantasy landscape over just a two-year span. As league-wide home run totals continue to skyrocket, nearly a quarter of all plate appearances now end in a strikeout, and stolen bases have declined to their lowest level in decades.

The primary aim of this series is to analyze the impact of these recent contextual trends and how fantasy owners should respond in 2017. For each fantasy category, we’re providing a 10,000-foot overview—such as this article here—to go along with a specific article highlighting 2016’s over/underachievers and another targeted exclusively for deeper leagues. Now, let’s close this series out in style by taking a walk.

After five years of steady, linear decline, the league-average walk rate has ticked back up slightly in each of the last two seasons. While major-league batters struck out in nearly a quarter of their plate appearances last year, they did manage to draw a free pass 8.2 percent of the time, the highest rate since 2009.

Major-League Average On-Base Percentage (2002-2016)

Unsurprisingly, the recent uptick in on-base percentage, which rose to .322 by the end of the 2016 campaign, has mirrored the broader league-wide offensive surge of the past two seasons. From a fantasy perspective, one of the biggest keys to identifying hitters that can provide a boost in on-base percentage leagues is to focus on individual hitters walk rates as opposed to BABIP, which can be impacted by a great deal of noise, and much tougher to forecast year to year.

Less than one-third (41) of the 146 hitters that accrued enough plate appearances to quality for a batting title, posted a walk rate above 10 percent last season. My colleague Eric Roseberry will feature the majority of these stalwarts in his “The Adjuster” columns each week during our 2017 player preview series. However, for the purposes of this landscape-style overview, it’s critical to highlight some of the more prolific performers in the category.

No hitter in fantasy baseball is more synonymous with the phrase, “he’s worth more in an OBP format,” than Carlos Santana. The 30-year-old first baseman has recorded nearly as many walks (638) as strikeouts (718) during his seven-year career. While he owns an underwhelming .241 batting average, he’s drawn more walks (320) than any other hitter in the game over the past three seasons. The result is a robust .363 on-base percentage. Only vaunted sluggers Joey Votto, Jose Bautista, and Bryce Harper have posted higher walk rates during that span. Before we transition into the overall leaderboards, let’s take a look at the 12 hitters that have posted a walk rate above 13 percent over the last three seasons combined.

Major-League Walk Rate Leaders (2014-2016) Min. 1,000 PA

Rank

Player

Position

PA

BB%

OBP

1

Joey Votto

1B

1,644

18.1%

.437

2

Jose Bautista

OF

1,856

16.2%

.383

3

Bryce Harper

OF

1,676

16.1%

.400

4

Carlos Santana

1B

2,014

15.9%

.363

5

Paul Goldschmidt

1B

1,879

15.5%

.416

6

Joc Pederson

OF

1,099

14.9%

.349

7

Matt Joyce

OF

1,070

14.1%

.343

8

Yasmani Grandal

C

1,326

14.1%

.340

9

Mike Trout

OF

2,068

14.1%

.406

10

Matt Carpenter

1B/2B/3B

1,940

13.2%

.373

11

Mike Napoli

1B

1,614

13.2%

.343

12

Dexter Fowler

OF

1,746

13.1%

.369

Joyce is easily the most intriguing name on this list for fantasy purposes in 2017 drafts. Coming off a dismal 2015 campaign in Los Angeles, he rebounded with a monster bounce-back performance in the Steel City. In addition to hitting .242/.403/.463 with 13 home runs in 293 plate appearances, the 32-year-old’s walk rate also spiked from 10.6 percent the previous season, to a staggering 20.1 percent last year. If you’re searching for an undervalued OBP asset, one whose value is built primarily through taking free passes, he’s the perfect target.

On-Base Percentage Leaderboard (2016) Qualified hitters only

Rank

Player

OBP

1

Mike Trout

.441

2

Joey Votto

.434

3

DJ LeMahieu

.416

4

Paul Goldschmidt

.411

5

Josh Donaldson

.404

6

David Ortiz

.401

7

Freddie Freeman

.400

8

Jose Altuve

.396

9

Brandon Belt

.394

10

Miguel Cabrera

.393

11

Dexter Fowler

.393

12

Daniel Murphy

.390

13

Ben Zobrist

.386

14

Anthony Rizzo

.385

15

Kris Bryant

.385

16

Charlie Blackmon

.381

17

Matt Carpenter

.380

18

Christian Yelich

.376

19

Dustin Pedroia

.376

20

J.D. Martinez

.373

21

Bryce Harper

.373

22

Cesar Hernandez

.371

23

Jonathan Villar

.369

24

Jean Segura

.368

25

Carlos Santana

.366

Only six hitters on the above list (Altuve, Murphy, Blackmon, Pedroia, Martinez, and Segura) posted a walk rate below 10 percent. Of that select group, Pedroia was the only one to record a sub-.347 BABIP. Elite power hitters in the mold of Cabrera, Donaldson, Freeman, Rizzo, and Bryant populate the vast majority of the list. This isn’t a surprise. Not only do they draw an above league-average share of walks, but they also run extremely high BABIPs, fueled by persistent hard contact every year.