Retro Player of the Year 2002-03 UPDATE — Tim Duncan
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Re: Retro Player of the Year 2002-03 UPDATE
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Re: Retro Player of the Year 2002-03 UPDATE
Anyways just to address the above, it's pretty obvious to me that volume and efficiency would be inversely proportional; at least for superstars who already take a relatively high volume of shots. Increasing volume reduces efficiency because a) more fatigue by the player taking (often self-generating) more shots and b) opposing defenses lock in more on the highest volume scorers producing fewer easy looks for them.
Re: Retro Player of the Year 2002-03 UPDATE
- AEnigma
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Re: Retro Player of the Year 2002-03 UPDATE
Yet somehow it was not for McGrady scoring much more effectively without any teammate who could seriously pull defensive attention away from him.
MyUniBroDavis wrote:Some people are clearly far too overreliant on data without context and look at good all in one or impact numbers and get wowed by that rather than looking at how a roster is actually built around a player
Re: Retro Player of the Year 2002-03 UPDATE
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Re: Retro Player of the Year 2002-03 UPDATE
Voting Post
1. Tim Duncan
60-wins and a +5.6 SRS with Duncan averaging 6 more minutes than 2nd-in-minutes sophomore Tony Parker and 13 more minutes than #2 David Robinson. Duncan sees substantial time without #2s past and present with San Antonio going 15-3 without Robinson (68-win pace) and 10-3 without Manu (63-win pace, statmuse isn't showing net). From 01-07, the Spurs played at a 41-win pace without Duncan posting a net-rating of +0.4. A sample largely informed by 2004/2005 and a Spurs team with significantly improved iterations of Manu and Parker. With RAPM, Duncan, despite his best years coming with a #2 who plays his natural position, and an unusually large amount of minutes spent with said #2's poor backups, scores 2nd best behind KG of all players relevant to this ballot. In playoff-rapm he looks like the outright best.
With that we have a strong POY case, but what cements it is the postseason:
The spurs jump from the 76th highest SRS to the 46th PSRS going from +5.6 to +10 as Duncan goes from averaging 6 more minutes than anybody else to 8 more minutes and ups his points, assists, assist% rebounds, rebound %, blocks, and block percentage (.1 tov increase, .1 steal decrease, .1% steal percentage drop). He also sees across-the-board improvement in ben's advanced box, and, by a box-score interpretation that really doesn't capture what he offers as the primary focus of the opposing offense on >50% of his team's defensive possessions, the Spurs run more through him than all but 2 other bigs:
.
For comparison the 2000 Lakers, led by a far more lauded pinnacle, post a psrs of +7, a substantially worse postseason performance even with 8 additional minutes of Kobe Bryant.
Duncan also does this with Popavich, not "standard-deviation above any coach ever statistically" Phil Jackson. And he does it forced out of his natural position with a co-star who shares massive overlap in terms of skllset. Points ignored when certain, let's say, "context" is provided to diminish him
Duncan is the most portable, scalable, proven, winningest, and, most importantly, valuable player in the league. Simply, put he's the best player of the early 2000s; peak, prime and career. Maybe the best since Jabbar, maybe even Russell (era-relative). He was not merely consistent, but consistently spectacular. And at his best, he got better in the biggest games, the ones titles are won or lost with.
For the true "most dominant", I think a unanimous vote would be appropriate.
2. Kevin Garnett
RS RAPM-king till James emerges. A WOWY titan over a small sample. And, contrary to reputation, his teams don't really underperform in the playoffs. This year he faces the Lakers. And just like next year he is the best player on the court. Unlike 2004, the series is not as close as the 4-2 suggests losing by an average of 6-points a game. Do I put that on him? Not really. But that isn't going to cut it vs Duncan winning a title with a carry-job I think only a handful of winners have replicated (2016 Lebron, 94 Olajuwon, 69 Russell, 77 Walton).
3. Tracy Mcgrady
4. [b\Kobe Bryant[/b]]
5. Shaq
The Lakers are 8-points worse in the games Shaq misses and whatever the box-numbers Shaq is still the focus of defenses, is generating the most opposing fouls(an effect that works against his on/off), and is the Lakers most important, if flawed, defensive piece. He averages 4 less minutes than Kobe in both the Regular season and the postseason and there is a -0.2 advantage for Kobe in the "with you but without the other star minutes" and there is the "hey their backup was bad" which is all fine and good but only one of those points really helps Kobe here and that's already baked into the 8-point gap discussed. Will drop him a spot for the minutes-averaged and the "company time" fiasco, but placing Kobe ahead feels like a reach.
Shaq without Kobe looking similar to Kobe without Shaq is enough got me to swap them paired with the minutes disparity and shaq being the off-court problem this year
Mcgrady is my top perimeter performer. Not seeing much of a case for Kobe really besides the extra round:
Kobe might be a better defender but he is a guard. not an anchor:
Mcgrady seems advantaged as both a scorer and a playmaker and plays very well in a decent team-wide overperformance against the Pistons. Don't feel great about taking him over Shaq but Kobe at the bottom isn't a hard decision for me. If anything I wonder if I'm being unfair to Kidd:
https://forums.realgm.com/boards/viewtopic.php?f=64&t=2427598
OPOY
1. Tracy Mcgrady
2. Dirk Nowitzki
3. Tim Duncan
DPOY
1. Tim Duncan
2. Ben Wallace
3. Kevin Garnett
1. Tim Duncan
60-wins and a +5.6 SRS with Duncan averaging 6 more minutes than 2nd-in-minutes sophomore Tony Parker and 13 more minutes than #2 David Robinson. Duncan sees substantial time without #2s past and present with San Antonio going 15-3 without Robinson (68-win pace) and 10-3 without Manu (63-win pace, statmuse isn't showing net). From 01-07, the Spurs played at a 41-win pace without Duncan posting a net-rating of +0.4. A sample largely informed by 2004/2005 and a Spurs team with significantly improved iterations of Manu and Parker. With RAPM, Duncan, despite his best years coming with a #2 who plays his natural position, and an unusually large amount of minutes spent with said #2's poor backups, scores 2nd best behind KG of all players relevant to this ballot. In playoff-rapm he looks like the outright best.
With that we have a strong POY case, but what cements it is the postseason:
Spoiler:
The spurs jump from the 76th highest SRS to the 46th PSRS going from +5.6 to +10 as Duncan goes from averaging 6 more minutes than anybody else to 8 more minutes and ups his points, assists, assist% rebounds, rebound %, blocks, and block percentage (.1 tov increase, .1 steal decrease, .1% steal percentage drop). He also sees across-the-board improvement in ben's advanced box, and, by a box-score interpretation that really doesn't capture what he offers as the primary focus of the opposing offense on >50% of his team's defensive possessions, the Spurs run more through him than all but 2 other bigs:
Spoiler:
For comparison the 2000 Lakers, led by a far more lauded pinnacle, post a psrs of +7, a substantially worse postseason performance even with 8 additional minutes of Kobe Bryant.
Duncan also does this with Popavich, not "standard-deviation above any coach ever statistically" Phil Jackson. And he does it forced out of his natural position with a co-star who shares massive overlap in terms of skllset. Points ignored when certain, let's say, "context" is provided to diminish him
Spoiler:
Duncan is the most portable, scalable, proven, winningest, and, most importantly, valuable player in the league. Simply, put he's the best player of the early 2000s; peak, prime and career. Maybe the best since Jabbar, maybe even Russell (era-relative). He was not merely consistent, but consistently spectacular. And at his best, he got better in the biggest games, the ones titles are won or lost with.
For the true "most dominant", I think a unanimous vote would be appropriate.
2. Kevin Garnett
RS RAPM-king till James emerges. A WOWY titan over a small sample. And, contrary to reputation, his teams don't really underperform in the playoffs. This year he faces the Lakers. And just like next year he is the best player on the court. Unlike 2004, the series is not as close as the 4-2 suggests losing by an average of 6-points a game. Do I put that on him? Not really. But that isn't going to cut it vs Duncan winning a title with a carry-job I think only a handful of winners have replicated (2016 Lebron, 94 Olajuwon, 69 Russell, 77 Walton).
3. Tracy Mcgrady
4. [b\Kobe Bryant[/b]]
5. Shaq
The Lakers are 8-points worse in the games Shaq misses and whatever the box-numbers Shaq is still the focus of defenses, is generating the most opposing fouls(an effect that works against his on/off), and is the Lakers most important, if flawed, defensive piece. He averages 4 less minutes than Kobe in both the Regular season and the postseason and there is a -0.2 advantage for Kobe in the "with you but without the other star minutes" and there is the "hey their backup was bad" which is all fine and good but only one of those points really helps Kobe here and that's already baked into the 8-point gap discussed. Will drop him a spot for the minutes-averaged and the "company time" fiasco, but placing Kobe ahead feels like a reach.
Shaq without Kobe looking similar to Kobe without Shaq is enough got me to swap them paired with the minutes disparity and shaq being the off-court problem this year
Mcgrady is my top perimeter performer. Not seeing much of a case for Kobe really besides the extra round:
Spoiler:
Kobe might be a better defender but he is a guard. not an anchor:
Spoiler:
Mcgrady seems advantaged as both a scorer and a playmaker and plays very well in a decent team-wide overperformance against the Pistons. Don't feel great about taking him over Shaq but Kobe at the bottom isn't a hard decision for me. If anything I wonder if I'm being unfair to Kidd:
https://forums.realgm.com/boards/viewtopic.php?f=64&t=2427598
OPOY
1. Tracy Mcgrady
2. Dirk Nowitzki
3. Tim Duncan
DPOY
1. Tim Duncan
2. Ben Wallace
3. Kevin Garnett
its my last message in this thread, but I just admit, that all the people, casual and analytical minds, more or less have consencus who has the weight of a rubberized duck. And its not JaivLLLL
Re: Retro Player of the Year 2002-03 UPDATE
- AEnigma
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Re: Retro Player of the Year 2002-03 UPDATE
Votes are tallied. I recorded 12 approved votes for RPoY: Djoker, B-Mitch 30, OhayoKD, capfan33, ILikeShaiGuys, LA Bird, homecourtloss, penbeast0, Paulluxx, One_and_Done, CEOofKobefans, and trelos. DJoker, AEnigma, B-Mitch 30, CEOofKobefans, ILikeShaiGuys, OhayoKD, and trelos voted for both Offensive and Defensive Player of the Year. Please let me know if I seem to have missed or otherwise improperly recorded a vote.
2002-03 Results
(Retro) Offensive Player of the Year — Tracy McGrady
(Retro) Defensive Player of the Year — Tim Duncan (3)
Retro Player of the Year — Tim Duncan (4*) (Unanimous)
In the prior project, there were 25 votes, with no overlap. These are the aggregated results of the two projects across 37 total ballots:
2004 thread will open shortly.
2002-03 Results
(Retro) Offensive Player of the Year — Tracy McGrady
Code: Select all
Player 1st 2nd 3rd Points Shares
1. Tracy McGrady 3 1 2 19 0.543
2. Dirk Nowitzki 0 3 3 12 0.314
3. Kobe Bryant 2 0 0 10 0.286
4. Tim Duncan 1 0 2 7 0.200
5a. Steve Nash 0 2 0 6 0.171
5b. Kevin Garnett 1 0 1 6 0.171
7. Shaquille O’Neal 0 1 1 4 0.114
(Retro) Defensive Player of the Year — Tim Duncan (3)
Code: Select all
Player 1st 2nd 3rd Points Shares
1. Tim Duncan 6 1 0 33 0.943
2. Ben Wallace 1 5 0 20 0.571
3. Kevin Garnett 0 1 5 8 0.229
4. Kenyon Martin 0 0 1 1 0.029
4. Jason Kidd 0 0 1 1 0.029
Retro Player of the Year — Tim Duncan (4*) (Unanimous)
Code: Select all
Player 1st 2nd 3rd 4th 5th Pts POY Shares
1. Tim Duncan 12 0 0 0 0 120 1.000
2. Kevin Garnett 0 9 1 2 0 74 0.617
3. Shaquille O’Neal 0 1 4 1 2 32 0.267
4. Tracy McGrady 0 0 3 4 1 28 0.233
5. Dirk Nowitzki 0 1 2 3 1 27 0.225
6. Kobe Bryant 0 1 1 1 5 20 0.167
7. Jason Kidd 0 0 1 1 3 11 0.092
In the prior project, there were 25 votes, with no overlap. These are the aggregated results of the two projects across 37 total ballots:
Spoiler:
2004 thread will open shortly.
Re: Retro Player of the Year 2002-03 UPDATE — Tim Duncan
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Re: Retro Player of the Year 2002-03 UPDATE — Tim Duncan
2003 NBA Finals Game 1 Duncan tracking (offense only)
Defence has already been done for this game, then we shall do offence.
For those who want to see defense, here: viewtopic.php?f=64&t=2457016
Here is what I will be tracking -
Scoring -
Mid range shots - (MID)
Rim shots (R)
Post shots (P)
Put-back shots (PB)
Three point shots (3)
Offensive contest (OCT)
Uncontested (UOCT)
FD (foul drawn)
Playmaking -
DTOs (defenders taken out)
EDTOs (effective defenders taken out)
Creation
SC (screen assists)
Double
Ball-handling -
BB (Ball brought up)
Possession 1 - 0:19 - Duncan gets ball from Parker, pass into Robinson drawing foul.
Possession 2 - 1:25 - Duncan with ball short corner, ball tipped away out of bounds.
Possession 3 - 3:00 - Jackson gets ball tripled, to Duncan going in for dunk, drawing foul and missing FT. (Duncan - 1/1 R, 1 FD, 1 UOCT)
Possession 4 - 4:07 - Duncan off of steal in transition brings up ball, hand it off to Jackson making post shot. (Duncan - 1 creation, 1 BB)
Possession 5 - 5:00 - Duncan stands in post in transition, Spurs score.
Possession 6 - 5:49 - Duncan gets bounce pass, doubled, behind back pass to Jackson, to Drob for dunk. (Duncan - 2 DTOs, 1 EDTO, 1 doubled)
Possession 7 - 6:19 - Duncan waits on top of key, Spurs miss shot.
Possession 8 - 6:36 - Duncan bring up ball, doubled, pass to Drob airballing shot. (Duncan - 4 DTOs, 2 EDTOs, 2 doubled, 2 BB)
Possession 9 - 7:52 - Duncan goes into block, trapped, Spurs turnover.
Possession 10 - 8:07 - Duncan bring ball up, pass to Malik who draws foul.
Then Duncan gets ball on block, heads into deep post triple teamed defense collapses. Then pass to Malik making shot. (Duncan - 6 DTOs, 3 EDTOs, 3 doubled, 3 BB, 2 creation)
Possession 11 - 9:12 - Duncan gets ball on left block, doubled, draws foul missing fadeaway in post.
After Duncan with ball on elbow, gives it down to Parker turning it over. (Duncan - 2 FD, 0/1 P, 4 doubled, 1 OCT)
Possession 12 - 9:53 - Duncan in block when Spurs goes on fastbreak, blocked shot.
Possession 13 - 10:07 - Duncan waits in block and Spurs miss shot.
Possession 14 - 12:06 - Duncan waits in block, drawn foul by Jackson.
Possession 15 - 13:20 - Duncan waits in block again as Manu makes a layup.
Possession 16 - 14:00 - Duncan in post, as Tony draws a foul.
Possession 17 - 15:15 - Jackson tries to pass to Duncan instead throwing it out of bounds.
Possession 18 - 15:55 - Spurs transition and can't make layup, putback missed by Claxton.
Possession 19 - 16:47 - Duncan sets a screen for Manu, who gives it to Claxton making shot.
START OF 2Q
Possession 20 - 18:50 - Duncan gets ball on short corner, draws double, finds Claxton, swing out to Jackson missing. (Duncan - 5 doubled, 8 DTOs, 4 EDTOs)
Possession 21 - 19:42 - Duncan gets the ball, goes into deep position missing shot, draws foul. (Duncan - 2/2 R, 3 FD, 2 OCT)
Possession 22 - 22:17 - Duncan gets ball on right block, draws double, bounce pass to Jackson making shot on key. (Duncan - 6 doubled, 10 DTOs, 5 EDTOs, 3 creation)
23:26 - Duncan off
27:50 - Duncan on
Possession 23 - 28:24 - Duncan gets ball in deep post, doubled and blocked at rim. (Duncan - 7 doubled)
Possession 24 - 30:20 - Duncan waits in low post, Drob makes dunk.
Possession 25 - 30:50 - Duncan screens Kidd, gets ball on key, pass out to Jackson, ball knocked out.
Possession 26 - 32:10 - Duncan moves into post, but ball stolen initiating Nets transition.
Possession 27 - 32:22 - Manu going up for a layup and in, missing.
Possession 28 - 32:50 - Duncan in post, as Stephen Jackson makes layup.
Possession 29 - 33:20 - Duncan bring up ball, pass out of double, waits in post as Drob missing dunk. (Duncan - 8 doubled, 12 DTOs, 6 EDTOs, 4 BB)
Possession 30 - 35:10 - Duncan helps with a screen, rolls, draws foul on double missing.
Then Duncan goes to catch airball by Parker, doubled and makes close shot (Duncan - 10 doubled, 4 FD, 1/3 P, 2 UOCT)
Possession 31 - 36:02 - Duncan tries to wait for ball in post, Jackson makes and1.
Possession 32 - 37:03 - Duncan waiting on block, Manu gets blocked.
Possession 33 - 37:29 - Duncan moving to left block, post up missing fadeaway. (Duncan - 11 doubled, 2/4 P, 3 UOCT)
Possession 34 - 39:13 - Duncan finds ball on short corner, draws double, commits turnover on pass. (Duncan - 12 doubled)
Possession 35 - 39:35 - Duncan waiting in post as Drob misses jumper.
Possession 36 - 40:20 - Duncan gets ball on elbow, misses tough shot at elbow. (Duncan - 2/5 P, 3 OCT)
Possession 37 - 40:57 - Duncan slow in transition as Bowen misses contested shot.
START OF 3Q
Possession 38 - 42:31 - Duncan waiting in post as Bowen nails 3.
Possession 39 - 43:00 - Duncan slow to run other side of court, Jackson misses reverse layup.
Then Duncan boxes out for offensive board, misses layup as he draws foul. Duncan hits both FTs. (Duncan - 2/3 R, 5 FD, 4 OCT)
Possession 40 - 45:06 - Duncan gets ball on key, draws double and kick to Parker, screen, Parker hits open 3. (Duncan - 12 doubled, 1 SC, 4 creation, 14 DTOs, 7 EDTOs)
Final tally -
Scoring:
4 OCT
3 UOCT
2/5 P (Post shots)
2/3 R (Rim shots)
5 FD (foul drawn)
Playmaking:
12 doubled
1 SC
4 creation
14 DTOs
7 EDTOs
Ball-handling:
4 BB
Defence has already been done for this game, then we shall do offence.
For those who want to see defense, here: viewtopic.php?f=64&t=2457016
Here is what I will be tracking -
Scoring -
Mid range shots - (MID)
Rim shots (R)
Post shots (P)
Put-back shots (PB)
Three point shots (3)
Offensive contest (OCT)
Uncontested (UOCT)
FD (foul drawn)
Playmaking -
DTOs (defenders taken out)
EDTOs (effective defenders taken out)
Creation
SC (screen assists)
Double
Ball-handling -
BB (Ball brought up)
Possession 1 - 0:19 - Duncan gets ball from Parker, pass into Robinson drawing foul.
Possession 2 - 1:25 - Duncan with ball short corner, ball tipped away out of bounds.
Possession 3 - 3:00 - Jackson gets ball tripled, to Duncan going in for dunk, drawing foul and missing FT. (Duncan - 1/1 R, 1 FD, 1 UOCT)
Possession 4 - 4:07 - Duncan off of steal in transition brings up ball, hand it off to Jackson making post shot. (Duncan - 1 creation, 1 BB)
Possession 5 - 5:00 - Duncan stands in post in transition, Spurs score.
Possession 6 - 5:49 - Duncan gets bounce pass, doubled, behind back pass to Jackson, to Drob for dunk. (Duncan - 2 DTOs, 1 EDTO, 1 doubled)
Possession 7 - 6:19 - Duncan waits on top of key, Spurs miss shot.
Possession 8 - 6:36 - Duncan bring up ball, doubled, pass to Drob airballing shot. (Duncan - 4 DTOs, 2 EDTOs, 2 doubled, 2 BB)
Possession 9 - 7:52 - Duncan goes into block, trapped, Spurs turnover.
Possession 10 - 8:07 - Duncan bring ball up, pass to Malik who draws foul.
Then Duncan gets ball on block, heads into deep post triple teamed defense collapses. Then pass to Malik making shot. (Duncan - 6 DTOs, 3 EDTOs, 3 doubled, 3 BB, 2 creation)
Possession 11 - 9:12 - Duncan gets ball on left block, doubled, draws foul missing fadeaway in post.
After Duncan with ball on elbow, gives it down to Parker turning it over. (Duncan - 2 FD, 0/1 P, 4 doubled, 1 OCT)
Possession 12 - 9:53 - Duncan in block when Spurs goes on fastbreak, blocked shot.
Possession 13 - 10:07 - Duncan waits in block and Spurs miss shot.
Possession 14 - 12:06 - Duncan waits in block, drawn foul by Jackson.
Possession 15 - 13:20 - Duncan waits in block again as Manu makes a layup.
Possession 16 - 14:00 - Duncan in post, as Tony draws a foul.
Possession 17 - 15:15 - Jackson tries to pass to Duncan instead throwing it out of bounds.
Possession 18 - 15:55 - Spurs transition and can't make layup, putback missed by Claxton.
Possession 19 - 16:47 - Duncan sets a screen for Manu, who gives it to Claxton making shot.
START OF 2Q
Possession 20 - 18:50 - Duncan gets ball on short corner, draws double, finds Claxton, swing out to Jackson missing. (Duncan - 5 doubled, 8 DTOs, 4 EDTOs)
Possession 21 - 19:42 - Duncan gets the ball, goes into deep position missing shot, draws foul. (Duncan - 2/2 R, 3 FD, 2 OCT)
Possession 22 - 22:17 - Duncan gets ball on right block, draws double, bounce pass to Jackson making shot on key. (Duncan - 6 doubled, 10 DTOs, 5 EDTOs, 3 creation)
23:26 - Duncan off
27:50 - Duncan on
Possession 23 - 28:24 - Duncan gets ball in deep post, doubled and blocked at rim. (Duncan - 7 doubled)
Possession 24 - 30:20 - Duncan waits in low post, Drob makes dunk.
Possession 25 - 30:50 - Duncan screens Kidd, gets ball on key, pass out to Jackson, ball knocked out.
Possession 26 - 32:10 - Duncan moves into post, but ball stolen initiating Nets transition.
Possession 27 - 32:22 - Manu going up for a layup and in, missing.
Possession 28 - 32:50 - Duncan in post, as Stephen Jackson makes layup.
Possession 29 - 33:20 - Duncan bring up ball, pass out of double, waits in post as Drob missing dunk. (Duncan - 8 doubled, 12 DTOs, 6 EDTOs, 4 BB)
Possession 30 - 35:10 - Duncan helps with a screen, rolls, draws foul on double missing.
Then Duncan goes to catch airball by Parker, doubled and makes close shot (Duncan - 10 doubled, 4 FD, 1/3 P, 2 UOCT)
Possession 31 - 36:02 - Duncan tries to wait for ball in post, Jackson makes and1.
Possession 32 - 37:03 - Duncan waiting on block, Manu gets blocked.
Possession 33 - 37:29 - Duncan moving to left block, post up missing fadeaway. (Duncan - 11 doubled, 2/4 P, 3 UOCT)
Possession 34 - 39:13 - Duncan finds ball on short corner, draws double, commits turnover on pass. (Duncan - 12 doubled)
Possession 35 - 39:35 - Duncan waiting in post as Drob misses jumper.
Possession 36 - 40:20 - Duncan gets ball on elbow, misses tough shot at elbow. (Duncan - 2/5 P, 3 OCT)
Possession 37 - 40:57 - Duncan slow in transition as Bowen misses contested shot.
START OF 3Q
Possession 38 - 42:31 - Duncan waiting in post as Bowen nails 3.
Possession 39 - 43:00 - Duncan slow to run other side of court, Jackson misses reverse layup.
Then Duncan boxes out for offensive board, misses layup as he draws foul. Duncan hits both FTs. (Duncan - 2/3 R, 5 FD, 4 OCT)
Possession 40 - 45:06 - Duncan gets ball on key, draws double and kick to Parker, screen, Parker hits open 3. (Duncan - 12 doubled, 1 SC, 4 creation, 14 DTOs, 7 EDTOs)
Final tally -
Scoring:
4 OCT
3 UOCT
2/5 P (Post shots)
2/3 R (Rim shots)
5 FD (foul drawn)
Playmaking:
12 doubled
1 SC
4 creation
14 DTOs
7 EDTOs
Ball-handling:
4 BB