Wednesday, December 25, 2024

Dan Szymborski FanGraphs Chat – 8/15/24

12:02
Avatar Dan Szymborski: Thanks these in attendance for fulfilling your legally required duties to seem right here.
12:02
Justin: Hello Dan, what are your ideas on the Victor Robles extension?
12:03
Avatar Dan Szymborski: I don’t suppose it’s unreasonable for anybody
12:03
Avatar Dan Szymborski: He’s hit rather a lot higher final two seasons, however in a restricted position. However there’s actually a great deal of danger
12:04
Avatar Dan Szymborski: however theres’ upside too. Folks neglect that Robles was as soon as one of many elite prospects and had a *very* strong rookie season
12:04
Avatar Dan Szymborski: However there’s draw back too since he has like a low .600s OPS since COVID
12:07
Nick: Why do the entire CFs have a decrease DEF on the positioning than their FRV? Shouldn’t the defensive adjustment be optimistic?
12:08
Avatar Dan Szymborski: Hmm, that does appear somewhat odd
12:09
Avatar Dan Szymborski: My guess since I can’t actually dig into it in two minutes
12:09
Avatar Dan Szymborski: is that we recenter common to 0 in defensive projections
12:10
Avatar Dan Szymborski: err measurements, not projections
12:10
Avatar Dan Szymborski: defensive measurements
12:11
Avatar Dan Szymborski: Like take a mainly all CF
12:11
Avatar Dan Szymborski: liek Kiermaier
12:11
Avatar Dan Szymborski: he’s at 8 FRV
12:11
Avatar Dan Szymborski: when you look down at worth, fielding is barely 5.7
12:12
Avatar Dan Szymborski: The common CF in FRV is an above-average CF
12:12
Avatar Dan Szymborski: and taht 2.3 run changes appears about proper in recentering it
12:14
Avatar Dan Szymborski: and it appears like LFs have a barely higher Fielding down within the worth desk
12:14
Avatar Dan Szymborski: than than their FRV
12:14
Avatar Dan Szymborski: which additionally jibes
12:14
Sodo Mojo: Ideas on the Victor Robles extension, I do know the present kind just isn’t sustainable however is there sufficient precise progress there to warrant the small guess?
12:14
Avatar Dan Szymborski: Yup
12:14
tnst3b: Does Tyler O’Neill presently have each of his legs hooked up?
12:15
Avatar Dan Szymborski: It might be supreme. Unsure in the event that they discovered what trigger dhte an infection
12:15
Refugee: What do you make of spikes in efficiency (e.g., guys with a profession ~25% Okay% slicing it in half hastily)? I assume ZiPS requires a lot of information earlier than it’s keen to take a giant flip?
12:15
Avatar Dan Szymborski: Sure, although much less so in one thing like Okay% which has actual modifications faster
12:17
Avatar Dan Szymborski: When ZiPS season-to-season calculates a baseline charge simply from the road as a place to begin, it weight these modifications rather more rapidly
12:17
Avatar Dan Szymborski: Like in 2025 projections, assuming all issues being equal in any other case
12:18
Avatar Dan Szymborski: the preliminary Okay% charge within the fundamental line baseline can have 2024’s strikeout charge as 136% extra necessary than 2023’s striekout charge for a hitter
12:18
Avatar Dan Szymborski: however for HR charge, it’s solely 71% extra necessary and 1B/2B solely 38% extra necessary
12:19
Ethan Holliday: How has my brother’s ZiPS projection modified after he’s seemed rather more snug on the plate in his 2nd main league stint? And the way assured are you he’ll be the 2025 Opening Day beginning 2B?
12:19
Avatar Dan Szymborski: Not as a lot as you’d suppose as a result of these are all small samples!
12:19
Avatar Dan Szymborski: He’s been proper on monitor
12:19
Avatar Dan Szymborski: Keep in mind, ZiPS wasn’t projecting loopy efficiency instantly
12:20
Avatar Dan Szymborski: Although it was JUST sufficient uncertainty that if I did my zips high 100 prospects on Could 1st, he would have dropped to #2 behind James Wooden
12:21
Avatar Dan Szymborski: assuming Yamamoto is off the zips high 100 at this level
12:21
Not the Lunch Man: Favourite restaurant in Cincinnati? The place would you suggest for guests?
12:22
Avatar Dan Szymborski: I don’t actually eat in Cincinnati all that a lot
12:23
Avatar Dan Szymborski: my favourite Cincy eating places could also be Nice American Ballpark concessions
12:24
Avatar Dan Szymborski: thought I’ve in all probability tried a great proportion of over the rhine locations
12:24
Avatar Dan Szymborski: like I like 5 on vine
12:26
Avatar Dan Szymborski: As I grow old and my digestive system turns into an increasing number of grumpy, I’m much less inclined to eat full meals at eating places
12:26
druidiful: So does this imply that you’re lastly going to launch the precise creator of ZIPs, in case you are releasing everybody out of your basement?
12:26
Avatar Dan Szymborski: No, he’s within the oubliette. Didn’t say i used to be launched him
12:26
Matt: If Soto and Decide end 1st and 2nd in WAR on the finish of the season will this be the primary time it’s occurred?  What’s the closest it has come?
12:26
Avatar Dan Szymborski: This would be the first time they completed 1 and a pair of!
12:26
Avatar Dan Szymborski: Although I’m guessing you imply teammates! 🙂
12:27
Avatar Dan Szymborski: now, schilling/unit did it in pitchers with the diamondbacks
12:28
Avatar Dan Szymborski: amongst htiters, Griffey and A-Rod in 1996
12:29
Avatar Dan Szymborski: Boggs and Greenwell in 1988
12:29
Avatar Dan Szymborski: Bench and Morgan in 1972
12:30
Avatar Dan Szymborski: DiMaggio and Gehrig in 1937
12:30
Avatar Dan Szymborski: Ruth and Gehrig in 1931
12:32
Avatar Dan Szymborski: The Orioles swept each 1-2 in several combos from 1896-1898
12:32
Avatar Dan Szymborski: Anson and Gore in 1880
12:33
Avatar Dan Szymborski: Decan White and O’Rourke in 1876
12:33
Avatar Dan Szymborski: after which a 4 yr run of boston crimson stockings
12:33
top1214: How does Zips react to somebody like Paul Dejong’s final couple of years? He seemed completely cooked for a few years that ought to’ve been prime seasons, had a great first half final yr, then couldn’t hit in any respect, then to being near league common this yr. I’ve whiplash on him.
12:34
Avatar Dan Szymborski: Usually it takes the center floor
12:35
Avatar Dan Szymborski: It’s somewhat below and the form is barely totally different (ZiPS had much less offense however extra protection), however ZiPS had DeJong at 1.3 WAR in 437 PA coming into the season and he’s at 1.4 WAR in 393
12:35
Mike Elias: Which of the O’s lurking outfield prospects do you belief probably the most to make an actual main league affect in ’25/26? Bradfield, Fabian, Beavers, Honeycutt? Additionally what if Bradfield made the playoff roster this fall as a pinch runner / defensive alternative…
12:36
Avatar Dan Szymborski: Bradfield and Honeycutt are probably the most fascinating
12:36
Avatar Dan Szymborski: Fabian’s going to drop off *exhausting* in ZiPS
12:36
Avatar Dan Szymborski: and Beaver hasn’t been that reat
12:36
Seamus: What do you consider Masataka Yoshida at this level? He’s been good-to-great for the reason that begin of July after coping with accidents, and he had an ideal stretch final yr earlier than carrying down within the second half. I like watching him hit, however appears exhausting to see how he suits into what will likely be a crowded Pink Sox lineup as soon as all the highest prospects begin debuting subsequent yr.
12:37
Avatar Dan Szymborski: Dunno, I’m nonetheless questioning if he’d play higher protection in anothe rpark
12:38
Avatar Dan Szymborski: As a result of him being solely DH actually hurts his flexibility. He can hit, nevertheless it’s not THAT superb when you MUST DH him
12:39
MF Luder: Assist me end this sentence. Kyle Tucker returns and Houston wins the…
12:39
Avatar Dan Szymborski: ..prize for being the massive American metropolis with the least zoning legal guidelines
12:39
Avatar Dan Szymborski: OH GOD FEWEST
12:40
Bash Bros: What are the chances Decide will get to 500 hr and Soto will get to 600 hr?
12:41
Avatar Dan Szymborski: ZiPS has the primary at 57% and the second at 53%, in order that comes out at 30%
12:41
Avatar Dan Szymborski: they’re in all probability not THAT impartial as a result of they’ll correlate barely due to the possibility of any important change in offensive ranges
12:41
Avatar Dan Szymborski: although ZiPS doesn’t actually handle a mannequin of drastically altering league offense
12:41
Brian Cashman: Looks as if Rubenstein actually could spend along with his new toy, the Orioles (taking over 2 wage dumps on the deadline!). Ought to I be involved they could bid on a sure excessive OBP OF bat hitting free company this offseason? What different single free agent acquisition would make them take the largest leap from “excellent” to “whoa, scary” in 2025?
12:42
Avatar Dan Szymborski: I’m unsure he’ll go THAT far into spending. Although the staff completely may
12:42
Avatar Dan Szymborski: I want to see a run at locking up a number of the staff’s younger gamers
12:42
Avatar Dan Szymborski: as a result of the O’s have finished exactly none of that currently
12:42
Manufacturing facility of Disappointment: Jhonkensy Noel has been good for a 143 OPS+ and a 145 wRC+ in his first 94 PA, for a 0.6 WAR to date. How a lot does a primary 100 PAs like this swing ZiPS for a brand new callup—and does it matter that he’s doing this largely as a part-time participant versus an on a regular basis one (though it appears like that’s altering)?
12:43
Avatar Dan Szymborski: Doesn’t actually matter, although ZiPS doesn’t contemplate pinch-hitting PAs
12:43
Avatar Dan Szymborski: (their inclusion truly makes the mannequin barely worse)
12:43
Pedro Decide: This Decide 22-24 run looks like a hitter’s model of Pedro doing THAT throughout the PED period. I do know that’s the purpose of utilizing WAR, although.
12:43
Avatar Dan Szymborski: He’s a Corridor of Famer now for me
12:44
Stu: I need to say I discovered it fascinating to learn just lately that Anthony Rendon is a “veteran chief.”
12:44
Avatar Dan Szymborski: Nicely, not all leaders lead their groups to good locations!
12:44
Alby: Has intermittent fasting helped you take pleasure in each remaining sandwich extra?
12:45
Avatar Dan Szymborski: It does, although I’m cautious to not eat like a lunatic on consuming days
12:45
The one who asks the lunch query: What’s for lunch?
12:46
Avatar Dan Szymborski: I’ve some leftover linguine with white clam sauce in teh fridge
12:46
MF Luder: Why can’t Boston upset somebody within the ALDS?
12:46
Avatar Dan Szymborski: Possibly they’re not imply sufficient to folks
12:46
I’m the apple: Had been Seunghwan Oh to have performed his entire profession within the MLB, what does ZiPS suppose his profession WAR can be? We solely received three seasons of “The Closing Boss,” however they had been fairly promising for an older reliever
12:47
Avatar Dan Szymborski: I can’t try this rapidly, however ZiPS was at all times a fan
12:47
99fletching: hello dan, what’s the cope with ronel blanco? particularly, he’s on monitor to have the bottom babip ever for a man over 100 ip (presently .199). does something about his profile point out that he’s genuinely elite at suppressing contact, or is that this simply an all time nice variance season, albeit a feel-good one ?
12:47
Avatar Dan Szymborski: ZiPS thinks that he must be *barely* higher than common relative to Houston’s D, however nothing like a .199
12:48
Bobby Witt: I’m not saying the Orioles remorse selecting Rutschman, however how fortunate are the Royals that Witt fell to No. 2?
12:48
Avatar Dan Szymborski: They’re fairly lucky in fact!
12:49
Avatar Dan Szymborski: Witt is ridonkulous
12:49
Sam: It appears Craig Breslow has finished a fairly horrible job of expertise analysis for the redsox. Not including within the offseason after which not promoting on the deadline if he wasn’t going to really handle any of the staff’s holes. How would you charge his tenure to date
12:49
Avatar Dan Szymborski: Nonetheless an incomplete. It’s exhausting to guage GMs/presidents rapidly as a result of organizations as a complete, together with possession, make choices
12:49
Avatar Dan Szymborski: you don’t actually have the transaction satrap as a mannequin anymore prefer it was in a majority of locations
12:50
James: Ought to a Yainer Diaz extension be on the desk? Or are we unsure that he sticks at catcher lengthy sufficient?
12:51
Avatar Dan Szymborski: I’m on the fence there. The possibility that he strikes off catcher down the highway is important
12:51
Avatar Dan Szymborski: and there are 4 years till FA
12:52
Honkus Wagner: Do you see Santander getting a brand new cope with the O’s? if not, would a ballpark of 3yr/$60 mil be about proper?
12:52
Avatar Dan Szymborski: ZiPS truly suggests 3/60 earlier than the season!
12:52
Avatar Dan Szymborski: So it could be extra now. Grasp on
12:52
Avatar Dan Szymborski: effectively, 3/59
12:52
Avatar Dan Szymborski: earlier than the season
12:53
Avatar Dan Szymborski: I’ll have to come back again round
12:53
Bob Loblaw: Juan Soto will end the highest _ hitter of all time
12:53
Avatar Dan Szymborski: staring
12:53
James: Astros have been taking part in .600 ball for 3+ months now. Its an extended shot, however the place do you place the chances of passing one of many different division leaders and getting a bye?
12:53
Avatar Dan Szymborski: Pretty low as a result of they need to beat *three* groups
12:54
Avatar Dan Szymborski: There are fewer eventualities wherein the AL East winner slumps
12:54
Avatar Dan Szymborski: as a result of if solely one of many Orioles/yankees slumps, the *different* staff wins the AL East
12:54
Reframing Framing: Now that analytics have proved that pitch framing is indisputably extra useful than stopping wild pitches and stolen bases, when will the #2 place be renamed, “Framer,” as an alternative of, “Catcher?”
12:54
Avatar Dan Szymborski: Nicely, framing remains to be a part of catching
12:55
Avatar Dan Szymborski: it’s simply particular location-based catching
12:56
Todd Bonzalez: How possible will Reds win each the Cy Younger and MVP, however miss the playoffs?
12:56
Avatar Dan Szymborski: Possibly one-in-50?
12:57
Mike: What are the probabilities each the Dodgers and the Braves miss the playoffs this yr? That appeared unfathomable again in April.
12:57
Avatar Dan Szymborski: I don’t have it in entrance of me, however actually lengthy
12:57
Avatar Dan Szymborski: The Dodgers COULD lose the division
12:58
Avatar Dan Szymborski: however they’re 8 1/2 video games forward of the third wild card staff that *isn’t* the Braves (the Mets)
12:59
Avatar Dan Szymborski: and 11 video games forward of the subsequent groups (Playing cards/Reds/Giants)
1:00
Sam: How would I am going about transitioning the “Clutch” stat to a “Clutch+”? Is it so simple as multiplying the present equation by 100?
1:00
Avatar Dan Szymborski: not REALLY
1:00
Avatar Dan Szymborski: you’d want a Clutch charge
1:00
Avatar Dan Szymborski: then you definitely coudl do it
1:00
James: Lets (very hypothetically) say that Reinsdorf hires a high finish GM, provides him a high 5 funds after which stays away from the entrance workplace. What’s the earliest the White Sox may make the playoffs once more?
1:01
Avatar Dan Szymborski: 2027?
1:01
Tim Tebow’s Thunder Thighs: In line with the Fangraphs WAR Leaderboard, the White Sox have an combination staff WAR of 1.9, surpassing the overall of the 2003 Tigers at 1.7.  After all, that is nonetheless a piece in progress for Chicago as we are able to’t but account for the ultimate 1.5 months of a depleted roster going through off towards a bunch of contenders (Mets, Orioles, Pink Sox, Guardians, Padres, and Giants, per Davy’s article).  Would you guess on the White Sox to complete with extra wins AND accrue extra whole WAR than the 2003 Tigers, would you?  Dropping means chugging a blended up can of skyline chili.
1:01
Avatar Dan Szymborski: Wait, what do I get if I win?
1:01
Avatar Dan Szymborski: I’m not consuming a chili smoothie on an in depth guess
1:01
Teddy: How do you undertaking defensive worth of prospects.
1:01
Avatar Dan Szymborski: erroneously for certain
1:01
Avatar Dan Szymborski: ZiPS has a TZ-esque measure for minor league protection
1:02
Avatar Dan Szymborski: I’ve the precise hit location of all balls hit within the minors and a probability-based technique like David Pinto used to have
1:02
Down by the River Ryan: You may have stated that greater change = extra sign. What do you make of Tyler Fitzgerald’s energy?
1:02
Avatar Dan Szymborski: The development needs to be fairly massive
1:03
Avatar Dan Szymborski: although his energy increase hasn’t fairly matched the unerlying information
1:03
McGraw45: Merrill is on monitor for a 4+ warfare season and Zips has 3-year projections of ~1.4 warfare a yr. Is that due to a excessive BABIP/low stroll charge or simply the character of the beast?
1:03
Avatar Dan Szymborski: It’s as a result of these are the preseason projections
1:03
Avatar Dan Szymborski: ZiPS is clearly going to be fairly much more optimistic now
1:04
Avatar Dan Szymborski: Oh, ZiPS suggests 4/105 on Santander
1:05
.707 SLG: At what level does ZIPS mainly hand over and say, “I suppose Decide is simply… this man now”
1:05
Avatar Dan Szymborski: Besides right here’s the factor – at his stage, the chance is *all* one aspect
1:05
Avatar Dan Szymborski: so even when you assume a .700 SLG is his baseline, that doesn’t imply he’s equally as more likely to develop into an .800 SLG man as a .600 SLG man
1:06
Phil: Kristian Campbell’s teammates are apparently calling him “Barry Bonds.” I suppose I can reside along with his being not fairly nearly as good as Bonds, however ought to he be greater on prospect lists than he after the stretch he’s had in AA?
1:06
Avatar Dan Szymborski: He’s actually going to maneuver up fairly a bit by ZiPS
1:06
Joseph: Dan, have seen a couple of mentions in articles currently about “X participant has elevated his bat pace by X mph and his numbers have jumped”.
1:06
Joseph: Dan, have seen a couple of articles about “X participant has elevated his bat pace by X mph and his numbers have jumped” currently.  Exterior of the apparent correlation that greater bat pace results in greater exit velocities, have you ever seen any work by way of in-season bat pace modifications and whether or not they correlate to something significant?  Are they statistically correlated to elevated outcomes?  How lengthy does it take by way of time period to develop into sticky?  What they regular baseline is for bat pace fluctuations and the way a lot deviance one must see to matter?  Thanks!!
1:06
Avatar Dan Szymborski: It’s in all probability good, however I believe folks bounce the gun somewhat an excessive amount of
1:06
Avatar Dan Szymborski: now, bat pace correlates extremely with different issues that we DO know are predictive of higher outcomes
1:07
Avatar Dan Szymborski: however even with that extremely possible speculation, folks needs to be cautious direct claims with numbers
1:07
Jake A: Does ZIPS incorporate Statcast information? If not, is it possible as an avenue of enchancment sooner or later?
1:07
Avatar Dan Szymborski: Yup – I neglect off-hand that entered the principle mannequin, I believe 2019?
1:09
Yeah Nicely Hiura Towel: If Ohtani hit ninth within the order as an alternative of first, how a lot WAR would he lose?
1:09
Avatar Dan Szymborski: About 20% of offensive WAR, assuming no different modifications
1:10
Rob Manfred: ESPN ran a narrative this morning about introducing a 6-inning minimal for beginning pitchers. What’s your most popular treatment (if any) to revive the prominence of the beginning pitcher?
1:10
Avatar Dan Szymborski: It’s a tough factor to control, since you don’t need a situation wherein you find yourself with extra accidents
1:11
Avatar Dan Szymborski: Although MLB has the best thought, in that altering guidelines is likely one of the finest basic methods to alter kinds of the sport
1:12
Avatar Dan Szymborski: Pizza Cutter wrote about it yesterday
1:12
Avatar Dan Szymborski: and it’s a topic I discuss
1:12
Avatar Dan Szymborski: (nto the innings change particularly)
1:12
Visitor: 1.3 WAR in 437 PA coming into the season and he’s at 1.4 WAR in 393

somebody’s gotta be in that fifty fifth percentile! (do they?)

1:12
Avatar Dan Szymborski: effectively, 1% of gamers would hopefully be exactly there!
1:13
David Forst: What occurred to Ryan Noda?
1:13
Avatar Dan Szymborski: He was a stopgappish kind 1B who had a pleasant little BABIP-aided run final yr and received off to a horrible begin this yr
1:14
Avatar Dan Szymborski: ZiPS solely had him at 210/331/381 coming into the season and the opposite projectiosn weren’t that totally different
1:14
John: Does ZiPS account for minor league struggles of a participant like Bobby Miller, or does it rely solely on previous MLB efficiency?
1:14
Avatar Dan Szymborski: it takes minors into consideration
1:14
Avatar Dan Szymborski: besides rehab
1:15
Pat: Are we at an all-time low in veteran all time hitting greats..not less than so far as conventional stats are involved? Freddie Freeman is the lively chief in hits, runs, RBI..but ranks beneath one hundred and fortieth all time in every. Can’t resolve if that is regular or a bizarre one off.
1:16
Avatar Dan Szymborski: We’re undoubtedly pretty low in veteran hitters proper now
1:16
Avatar Dan Szymborski: There are solely 4 hitters 35 or older with one WAR this season: Santana, d’Arnaud, Rojas, J.D. Martinez
1:17
Avatar Dan Szymborski: so in case you have fewer veteran guys, you’re going to haven’t as mny with lofty totals
1:17
john: Characteristic request, be at liberty to toss it within the trash.  Fangraphs does their commerce worth sequence and so they rank farm techniques, however I might love to only see each group ranked by surplus worth, main leaguers and minor leaguers collectively.  Baseball commerce values kinda had one thing like this however they went behind a paywall, and I would like if ZiPS had been used.
1:17
Avatar Dan Szymborski: I would like to determine an automatic technique to do it
1:17
mile low: Zips had Wyatt Langford .346 wOBA for yr.  Trying like precise will likely be decrease.  Would you continue to guess future all-star?
1:17
Avatar Dan Szymborski: AN all-star look? Certain, although the upside has come down a bit
1:17
Visitor: Is Juan Soto extra more likely to age worse than common since he has “outdated particular person” abilities and his bat pace is beneath common?
1:18
Avatar Dan Szymborski: It’s fairly potential, however keep in mind, these are percentages – younger participant abilities don’t essentially imply getting old effectively and vice versa
1:18
Visitor: if the Orioles had a greenback for each high prospect callup who struck out 50% of the time in a brief first stint, they’d have not less than two {dollars}, which isn’t rather a lot, nevertheless it’s bizarre that it occurred twice in a single yr. (it could be fairly much less bizarre from the Rockies)
1:18
Visitor: somebody who desires to “name out” projection techniques for being too low on Decide ought to purpose at Steamer as an alternative of ZiPS, however I suppose these guys don’t maintain weekly chats
1:18
Avatar Dan Szymborski: I don’t actually “do” projection wars
1:19
Avatar Dan Szymborski: I current my product, give as a lot info away as I can justify, and as a lot element of the mannequin as I can, and let outcomes converse for themselves
1:20
Visitor: btw did the thought to replace these 1x/yr get wherever?
1:20
Avatar Dan Szymborski: I’m pondering of doing ASB subsequent yr
1:20
Avatar Dan Szymborski: or perhaps July 1st
1:20
Phil: Attention-grabbing about rehab. Do you simply ignore these stints? I at all times marvel what might be realized from them, notably proper now whem Boston media is reporting breathlessly on Casas’s at-bats.
1:20
Avatar Dan Szymborski: I simply discover they create noise
1:20
wheelhouse: wait, who advised that person who juan soto has below-average bat pace
1:20
Avatar Dan Szymborski: i assumed that bat was a stray phrase added
1:20
dontcare: I’m going to be very unhappy when two of the three NL West groups need to face off within the WC spherical
1:20
Ken Jennings Says: The Ides of August is the thirteenth. You’re two days late.
1:21
Avatar Dan Szymborski: OK, on that observe, it’s time fo rme to move out for an additional week
1:21
laughingstock: Are there any gamers/prospects with extraordinarily bimodal future worth projections? One thing approaching “99% of the time they’ll be a utility man, however there’s a 1% likelihood they could truly be the subsequent Willie Mays”
1:22
Avatar Dan Szymborski: no one as large because the final two guys to be REALLY bimodal: Tanner Scott and Michael Kopech

 

Dan Szymborski is a senior author for FanGraphs and the developer of the ZiPS projection system. He was a author for ESPN.com from 2010-2018, a daily visitor on various radio reveals and podcasts, and a voting BBWAA member. He additionally maintains a horrible Twitter account at @DSzymborski.

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