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David Appelman

@dkappelman.fangraphs.com

fangraphs.com

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12.07.2023
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Latest posts by David Appelman @dkappelman.fangraphs.com

Preview
Introducing the FanGraphs Lab The Lab is a collaboration between the writing team and the engineering team here at FanGraphs, a joint effort to create more ways to sort through and visualize the huge crush of data that pervades…

Introducing the FanGraphs Lab blogs.fangraphs.com/introducing-...

19.02.2026 14:01 πŸ‘ 45 πŸ” 12 πŸ’¬ 3 πŸ“Œ 13

This is for all pitchers who had at least 50% GS/G.

02.02.2026 18:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Starting pitchers by IP bucket, projections vs actual playing time.

Starting pitchers by IP bucket, projections vs actual playing time.

There's definitely some over projection in the 125-175 range, but I don't think it's that crazy.

02.02.2026 17:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

I'm not saying there isn't a better way, but since this is a closed system, it's going to matter less since it's internally consistent. Like, if I over project wOBA in a projection system by 20% for everyone and then run projected standings off that system, it's not going to change much.

02.02.2026 16:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
An Even Newer Way of Looking at Depth Let’s revisit our method for measuring each team’s ability to withstand injury.

And it will just compress things. Team depth is hard to simulate, but we tried this very thing: blogs.fangraphs.com/an-even-newe...

02.02.2026 16:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Projected number of players in each plate appearances bucket vs actual plate appearances.

Projected number of players in each plate appearances bucket vs actual plate appearances.

This was the actual breakdown last year of projected PA vs actual PA buckets. When you're doing this, you're going to overshoot some bucket, I would think, because you can't predict injuries. You can just give everyone a bit less playing time, but the end result is going to look similar.

02.02.2026 16:45 πŸ‘ 0 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

The actual percentages are listed here: www.fangraphs.com/teams/blue-j... for instance. Someone could come up with their own method of turning these into PA / IP if they wanted and then prorate whatever projection system they choose.

02.02.2026 15:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

They're the same. We just take the percentages and turn them into plate appearances. Also, each projection system doesn't use the same playing time projections. Any of the "Depth Chart" projections use our projections, along with OOPSY, but Steamer, ATC, ZiPS, and THE BAT/X use different ones.

02.02.2026 15:57 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The playing time projections are done specifically with the projected standings in mind, even if there is over projection on the back end. They're done via playing time percentages, not plate appearances so we're sure not to over projecting any team or position.

02.02.2026 15:41 πŸ‘ 0 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Please send a note to support@fangraphs.com with the link where things aren't working and I'll take a look. The standard settings seem to be working, so it might be something very specific to your league.

27.01.2026 21:55 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
The Retro FanGraphs Sweatshirt and Women’s Quarterzip Sweater Are Now Available! Get yours while supplies last!

InstaGraphs: The Retro FanGraphs Sweatshirt and Women’s Quarterzip Sweater Are Now Available! blogs.fangraphs.com/instagraphs/...

15.01.2026 18:10 πŸ‘ 27 πŸ” 3 πŸ’¬ 0 πŸ“Œ 13
Preview
Major League Leaderboards - 2012 to 2025 - Batting | FanGraphs Baseball

There isn't a way on the player pages yet. You would have to do something like this on the leaderboards: www.fangraphs.com/leaders/majo...

28.12.2025 17:27 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 1
David Appelman’s FanGraphs Walk-Off results.

David Appelman’s FanGraphs Walk-Off results.

πŸ‘€

05.12.2025 14:26 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 1

Statcast xwOBA doesn't exist prior to 2015, so it's only for his 2016 playoff appearance.

21.10.2025 22:41 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Post image

The new scoreboard is launched πŸŽ‰

06.10.2025 00:01 πŸ‘ 12 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

That’s a 403 forbidden error. We have had serious problems with bots in the past couple months and when it’s impacting site usability we’ve had to block all automated traffic. It’s not permanent and you should typically be able to try again in a couple hours and it will work.

18.09.2025 05:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
The new, new black FanGraphs mug.

The new, new black FanGraphs mug.

New mugs!

17.09.2025 18:09 πŸ‘ 6 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Who wants a really, really hard job at a really, really good place to work?

03.09.2025 16:15 πŸ‘ 19 πŸ” 9 πŸ’¬ 2 πŸ“Œ 0
A FanGraphs Members Only jacket.

A FanGraphs Members Only jacket.

Testing out new FanGraphs merch ideas....

27.08.2025 16:03 πŸ‘ 27 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

If FanGraphs were to offer the option to place a custom message on a player page (or even a section of the site) is that something you would be interested in? We are exploring ways of supplanting advertising revenue with more direct ways of funding our efforts.

14.05.2025 13:38 πŸ‘ 3 πŸ” 1 πŸ’¬ 6 πŸ“Œ 0

This is a bit of a mystery on our end too. I'm going to have to ask our image provider about it.

05.05.2025 14:18 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Sorry, made a mistake here. For 2024 Coors is .99. Diamondbacks with roof open is 1.14, so Coors is definitely a lot lower. I was looking at an adjusted air density calculation that doesn't give a correct picture.

26.02.2025 23:29 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Average air density for 2025 games in AZ (measured near Chase) is considerably lower at 1.141 than the average at any park location during game time in-season. Lowest is 1.173 and that's Chase and that's only when the roof is open.

26.02.2025 20:43 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
NPB Stats Coming Soon?

NPB Stats Coming Soon?

πŸ‘€

24.02.2025 21:15 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Since you brought it up, what is worse about the site and is there anything you think has improved?

18.02.2025 17:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

"We don’t participate in SEO schemes." πŸ‘

05.02.2025 15:31 πŸ‘ 22 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

That's very kind of you, but please do log-in. There's lots of great Member features and you can't get your custom year end FanGraphs Walk-Off if you don't log in. It's also just a better experience in general.

30.01.2025 20:30 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The playing time projections change regularly. Was there some specific change you were looking for, or trying to figure out if we made?

28.01.2025 15:45 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Thanks for your support! You shouldn't be seeing any ads as a member. If for some reason you are, send a note to support@fangraphs.com and I'll take a look to see what the problem is.

23.01.2025 21:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Yes, pitchers have their own framing metric which is part of FanGraphs WAR.

18.12.2024 22:06 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0