NBA Superstars Playoffs Production Based On Quality Of Opposition

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Bklynborn682
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#121 » by Bklynborn682 » Sun Dec 25, 2022 3:05 pm

ty 4191 wrote:
Bklynborn682 wrote:
ty 4191 wrote:
Added Shaq! Please see OP. 8-) :D


Thanks. Quite surprising to see that shaqs worst games/averages come against bad - average teams meanwhile he excelled against elite and all time teams . I wonder if that was Shaq not giving his all due to him not feeling threatened by lesser teams or perhaps he was playing more bad/average teams at the end of his career so that dragged his numbers down.


You're welcome!! Glad you enjoyed it! :D

Let's see if I can post the data legibly...

Shaq is all the way to the right. Last player as of today.

https://docs.google.com/spreadsheets/d/1wMi7Spb6ypHAonfIt0XidIFX6kZAkokQSit_vrPtpcU/edit#gid=0

This gives you an idea of just how much work goes into each player!!! :D 8-)

Please let me know your thoughts, brother.

Much appreciated I’m going to dive in right now.
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#122 » by Bklynborn682 » Sun Dec 25, 2022 3:57 pm

Bklynborn682 wrote:
ty 4191 wrote:
Bklynborn682 wrote:
Thanks. Quite surprising to see that shaqs worst games/averages come against bad - average teams meanwhile he excelled against elite and all time teams . I wonder if that was Shaq not giving his all due to him not feeling threatened by lesser teams or perhaps he was playing more bad/average teams at the end of his career so that dragged his numbers down.


You're welcome!! Glad you enjoyed it! :D

Let's see if I can post the data legibly...

Shaq is all the way to the right. Last player as of today.

https://docs.google.com/spreadsheets/d/1wMi7Spb6ypHAonfIt0XidIFX6kZAkokQSit_vrPtpcU/edit#gid=0

This gives you an idea of just how much work goes into each player!!! :D 8-)

Please let me know your thoughts, brother.

Much appreciated I’m going to dive in right now.

I knew this was a lot of work to put together, but I just read about half of it and it took me close to an hour. Good on you man. The amount of time and effort you put into this is exactly why this is the best basketball forum/site/page that I’ve found in 40 years. Cheers.
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#123 » by csh 19792001 » Sun Dec 25, 2022 4:07 pm

Bklynborn682 wrote:I knew this was a lot of work to put together, but I just read about half of it and it took me close to an hour. Good on you man. The amount of time and effort you put into this is exactly why this is the best basketball forum/site/page that I’ve found in 40 years. Cheers.


Thank you so much, brother. Very much appreciated!!!!!!!! :D

I think you will enjoy this project, too, if you haven't seen it already!

viewtopic.php?f=64&t=1836300
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#124 » by ty 4191 » Tue Dec 27, 2022 12:46 pm

Who else would be worth studying in depth? Who else would people like to see?

Thanks, everyone. :)
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#125 » by DraymondGold » Tue Dec 27, 2022 10:58 pm

ty 4191 wrote:Who else would be worth studying in depth? Who else would people like to see?

Thanks, everyone. :)
Hi ty -- thanks for doing this work! Oscar would be great so we can get a bit of a comparison with West going!

If you're less interested in Oscar, the other names that come to mind are are Wade or Durant to compare with Kobe or Robinson to compare with the other centers.

It feels a bit too early in their career to do Jokic or Giannis (?) since they're still near their peak, but obviously they'd be super interesting to look at whenever you feel we have a big enough sample for them.
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#126 » by ty 4191 » Wed Dec 28, 2022 1:17 am

DraymondGold wrote:
ty 4191 wrote:Who else would be worth studying in depth? Who else would people like to see?

Thanks, everyone. :)
Hi ty -- thanks for doing this work! Oscar would be great so we can get a bit of a comparison with West going!

If you're less interested in Oscar, the other names that come to mind are are Wade or Durant to compare with Kobe or Robinson to compare with the other centers.

It feels a bit too early in their career to do Jokic or Giannis (?) since they're still near their peak, but obviously they'd be super interesting to look at whenever you feel we have a big enough sample for them.


Draymond,
Extremely interested in "The Big O". Totally underrated everywhere but here. Will run him next, followed by Jokic and Giannis!! :D :lol:
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#127 » by ty 4191 » Wed Dec 28, 2022 6:42 pm

DraymondGold wrote: Hi ty -- thanks for doing this work! Oscar would be great so we can get a bit of a comparison with West going!

If you're less interested in Oscar, the other names that come to mind are are Wade or Durant to compare with Kobe or Robinson to compare with the other centers.

It feels a bit too early in their career to do Jokic or Giannis (?) since they're still near their peak, but obviously they'd be super interesting to look at whenever you feel we have a big enough sample for them.


Hi All,
Added Oscar Robertson.

It seems that due to substandard teams from 1961-1970, his teams didn't go deep enough, long enough, to play against truly ATG + Elite teams as much, proportionally, to a lot of these ATG players.

Thoughts?
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#128 » by DraymondGold » Wed Jan 11, 2023 8:28 am

ty 4191 wrote:
DraymondGold wrote: Hi ty -- thanks for doing this work! Oscar would be great so we can get a bit of a comparison with West going!

If you're less interested in Oscar, the other names that come to mind are are Wade or Durant to compare with Kobe or Robinson to compare with the other centers.

It feels a bit too early in their career to do Jokic or Giannis (?) since they're still near their peak, but obviously they'd be super interesting to look at whenever you feel we have a big enough sample for them.


Hi All,
Added Oscar Robertson.

It seems that due to substandard teams from 1961-1970, his teams didn't go deep enough, long enough, to play against truly ATG + Elite teams as much, proportionally, to a lot of these ATG players.

Thoughts?
Hi ty, thanks for the quick response! Hope it's okay that mine was not so quick.

I've converted everything into per 36 minutes to try to equalize the minute differential. (the averaging is weighted by how often the players faced each type of opponent)

West against Elite and All-time-great teams: 25.1 Pts/36, 4.3 Rbs/36, 4.5 Ast/36, +1.3% rTS [40.0 mins/game; faced these opponents 35.9% of games]
Oscar against Elite and All-time-great teams: 22.0 Pts/36, 6.8 Rbs/36, 6.4 Ast/36, +3.8% rTS [43.4 mins/game; faced these opponents 35.9% of games]

West against good/average/bad teams: 25.3 Pts/36, 5.0 Rbs/36, 5.7 Ast/36, +6.5% rTS [39.8 mins/game; faced these opponents 64.1% of games]
Oscar against good/average/bad teams: 18.1 Pts/36, 5.2 Rbs/36, 7.7Ast/36, +6.3% rTS [43.2 mins/game; faced these opponents 69.8% of games]

Scoring: West clearly scored at more volume, but the difference is greater against worse competition. Their efficiency is about equal against worse competition and even against elite competition, but West's worse efficiency against All-time-great competition is worse than Oscar's. That's surprising given West's reputation! I wonder if we looked at those specific all-time-great series if we would find any interesting context.

Rebounds: Oscar got more rebounds against better competition, but their rebounding equalized against worse competition.

Assists: Oscar consistently got ~2 more assists than West. Both decreased their assists by ~1 Ast/36 against better competition. Perhaps this is a sign that better competition focused on halting Oscar's playmaking, and so he increased his scoring volume instead?

Time: Oscar played 3.5 more minutes per game, while West played against all-time great competition slightly more often. West's higher all-time-great opponents are presumably Russell's Celtics and Kareem's Bucks, both defensive dynasties -- I'd bet that would account for his decreased shooting efficiency. I wonder, if we did True Shooting relative to opponent defense, rather than True shooting relative to league average, perhaps West's efficiency against these all-time-great defenses might start to look a bit better!

All-in-all, I came away fairly impressed with Oscar. His scoring volume is a bit disappointing against worse opponents, but his rebound, playmaking, and efficiency all look pretty good against better teams, and his high minutes are nice.

West's efficiency against all time great opponents is a bit disappointing -- but again, I wonder if we did true shooting relative to opponent defenses, whether his efficiency might improve (since most of Boston's all-time-great-ness comes from defense). West still has the scoring volume advantage, and his rebounding/assists don't look bad by any means (his rebounding is better against worse teams; his playmaking is better against better teams). West of course also has the defensive advantage, and faced better teams more often.

Like I said, Oscar looks pretty good. There's still absolutely an argument to be made for West (especially with defense), but his offensive resilience advantage is not quite as clear cut as I'd expected, at least without contextualizing his efficiency based on specific opponents.
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#129 » by ty 4191 » Sat Jun 3, 2023 1:23 pm

Anyone interested in seeing any other ATG player's quality of opposition in the playoffs?

Note: Please see OP for career data!
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#130 » by OhayoKD » Sat Jun 3, 2023 2:31 pm

ty 4191 wrote:Anyone interested in seeing any other ATG player's quality of opposition in the playoffs?

Note: Please see OP for career data!

Might be worth using SAN's srseq as a reference given modern teams being more playoff-focused:
https://forums.realgm.com/boards/viewtopic.php?t=2012241
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#131 » by OhayoKD » Sat Jun 3, 2023 2:48 pm

OhayoKD wrote:
ty 4191 wrote:Anyone interested in seeing any other ATG player's quality of opposition in the playoffs?

Note: Please see OP for career data!

Might be worth using SAN's srseq as a reference given modern teams being more playoff-focused:
https://forums.realgm.com/boards/viewtopic.php?t=2012241

will add raw srs is kind of useless with early teams. For the 50's/60's "opposition quality" you'd probably want to use somethign like z-score(or just ball-park relative outlierness). 1969 Bullets, Knicks, and Lakers are a top-tier run by pretty much any relative approach but by raw-srs that's pretty weak historically
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#132 » by ty 4191 » Sat Jun 3, 2023 2:51 pm

OhayoKD wrote:
OhayoKD wrote:will add raw srs is kind of useless with early teams. For the 50's/60's "opposition quality" you'd probably want to use somethign like z-score(or just ball-park relative outlierness). 1969 Bullets, Knicks, and Lakers are a top-tier run by pretty much any relative approach but by raw-srs that's pretty weak historically



HI Ohayo,
Z Scores for what data set, specifically? Thanks. :)
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#133 » by OhayoKD » Sat Jun 3, 2023 3:57 pm

ty 4191 wrote:
OhayoKD wrote:
OhayoKD wrote:will add raw srs is kind of useless with early teams. For the 50's/60's "opposition quality" you'd probably want to use somethign like z-score(or just ball-park relative outlierness). 1969 Bullets, Knicks, and Lakers are a top-tier run by pretty much any relative approach but by raw-srs that's pretty weak historically



HI Ohayo,
Z Scores for what data set, specifically? Thanks. :)

Ideally history-wide but 59-69 would probably be the best place to start. I vaguely recall seeing a database somewhere but it might take me some time to find it
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#134 » by ty 4191 » Sat Jun 3, 2023 4:24 pm

OhayoKD wrote:Ideally history-wide but 59-69 would probably be the best place to start. I vaguely recall seeing a database somewhere but it might take me some time to find it


A Z Score/standard deviation for what, specifically? Comparing what?
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#135 » by OhayoKD » Sat Jun 3, 2023 6:27 pm

ty 4191 wrote:
OhayoKD wrote:Ideally history-wide but 59-69 would probably be the best place to start. I vaguely recall seeing a database somewhere but it might take me some time to find it


A Z Score/standard deviation for what, specifically? Comparing what?

Teams net-rating or SRS relative to the rest of the league that year. At least that's what I think was pitched. I'm lazy so I just use on-the-napkin ballparking when I make comparisons.
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#136 » by ty 4191 » Sat Jun 3, 2023 6:46 pm

OhayoKD wrote:
ty 4191 wrote:
OhayoKD wrote:Ideally history-wide but 59-69 would probably be the best place to start. I vaguely recall seeing a database somewhere but it might take me some time to find it


A Z Score/standard deviation for what, specifically? Comparing what?


Teams net-rating or SRS relative to the rest of the league that year. At least that's what I think was pitched. I'm lazy so I just use on-the-napkin ballparking when I make comparisons.


1. You're not lazy. At all. You're one of the most thorough and insightful/learned posters here! :D

2. I can run both Z Scores for Net Rating and/or relative SRS if you give me parameters...
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#137 » by trex_8063 » Sat Jun 3, 2023 9:13 pm

Bklynborn682 wrote:
ty 4191 wrote:
Added Shaq! Please see OP. 8-) :D


Thanks. Quite surprising to see that shaqs worst games/averages come against bad - average teams meanwhile he excelled against elite and all time teams . I wonder if that was Shaq not giving his all due to him not feeling threatened by lesser teams or perhaps he was playing more bad/average teams at the end of his career so that dragged his numbers down.



The bolded is on the right track.
While it's great that OP went to the trouble of compiling all this [and sharing it], the fact that it is career numbers must not get lost in the shuffle. As such, players with more extended careers (i.e. more non-prime years) can potentially be penalized [vs players with shorter careers, and/or active players still in their primes] in some or all categories (bad, avg, good, elite, etc).

I counted up the series's in Shaq's career, and consder '94-'05 as "prime Shaq", fwiw; other years as non-prime:

*For playoff games against avg or bad opponents.......61% of them occurred in his prime (though only 19.5% within his best 6-year span of '98 to '03), vs 39% in non-prime years (including 14.6% in '10, when he was a bloated shell of his former self).

**For playoff games against elite or all-time opponents.....77.5% of them occurred in prime years (including 52% within his best 6-year span of '98 to '03), vs just 22.5% in non-prime years (and only 2% in '10 or later [both games in '11, to be precise]).
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#138 » by ty 4191 » Sat May 25, 2024 2:16 pm

Please bump this up for everyone who hasn't seen this thread.
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Re: NBA Superstars Playoffs Production Based On Quality Of Opposition 

Post#139 » by ty 4191 » Sat May 25, 2024 2:47 pm

https://docs.google.com/spreadsheets/d/1wMi7Spb6ypHAonfIt0XidIFX6kZAkokQSit_vrPtpcU/edit#gid=0

Is anyone interested in me continuing with this extensive project?

Thoughts on all of it?

Any specific players you'd like to see??

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