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创建Heatmap

(2011-08-11 17:00:36)
标签:

r

heatmap

it

分类: R数据挖掘
加载数据
http://datasets.flowingdata.com/ppg2008.csv
> nba <- read.csv("http://datasets.flowingdata.com/ppg2008.csv", sep=",")
> nba
                 Name  G  MIN  PTS  FGM  FGA   FGP FTM  FTA   FTP X3PM X3PA
1        Dwyane Wade  79 38.6 30.2 10.8 22.0 0.491 7.5  9.8 0.765  1.1  3.5
2       LeBron James  81 37.7 28.4  9.7 19.9 0.489 7.3  9.4 0.780  1.6  4.7
3        Kobe Bryant  82 36.2 26.8  9.8 20.9 0.467 5.9  6.9 0.856  1.4  4.1
4      Dirk Nowitzki  81 37.7 25.9  9.6 20.0 0.479 6.0  6.7 0.890  0.8  2.1
5      Danny Granger  67 36.2 25.8  8.5 19.1 0.447 6.0  6.9 0.878  2.7  6.7
6       Kevin Durant  74 39.0 25.3  8.9 18.8 0.476 6.1  7.1 0.863  1.3  3.1
7       Kevin Martin  51 38.2 24.6  6.7 15.9 0.420 9.0 10.3 0.867  2.3  5.4
8       Al Jefferson  50 36.6 23.1  9.7 19.5 0.497 3.7  5.0 0.738  0.0  0.1
9         Chris Paul  78 38.5 22.8  8.1 16.1 0.503 5.8  6.7 0.868  0.8  2.3
10   Carmelo Anthony  66 34.5 22.8  8.1 18.3 0.443 5.6  7.1 0.793  1.0  2.6
11        Chris Bosh  77 38.1 22.7  8.0 16.4 0.487 6.5  8.0 0.817  0.2  0.6
12       Brandon Roy  78 37.2 22.6  8.1 16.9 0.480 5.3  6.5 0.824  1.1  2.8
13    Antawn Jamison  81 38.2 22.2  8.3 17.8 0.468 4.2  5.6 0.754  1.4  3.9
14       Tony Parker  72 34.1 22.0  8.9 17.5 0.506 3.9  5.0 0.782  0.3  0.9
15  Amare Stoudemire  53 36.8 21.4  7.6 14.1 0.539 6.1  7.3 0.835  0.1  0.1
16       Joe Johnson  79 39.5 21.4  7.8 18.0 0.437 3.8  4.6 0.826  1.9  5.2
17      Devin Harris  69 36.1 21.3  6.6 15.1 0.438 7.2  8.8 0.820  0.9  3.2
18      Michael Redd  33 36.4 21.2  7.5 16.6 0.455 4.0  4.9 0.814  2.1  5.8
19        David West  76 39.3 21.0  8.0 17.0 0.472 4.8  5.5 0.884  0.1  0.3
20  Zachary Randolph  50 35.1 20.8  8.3 17.5 0.475 3.6  4.9 0.734  0.6  1.9
21      Caron Butler  67 38.6 20.8  7.3 16.2 0.453 5.1  6.0 0.858  1.0  3.1
22      Vince Carter  80 36.8 20.8  7.4 16.8 0.437 4.2  5.1 0.817  1.9  4.9
23   Stephen Jackson  59 39.7 20.7  7.0 16.9 0.414 5.0  6.0 0.826  1.7  5.2
24        Ben Gordon  82 36.6 20.7  7.3 16.0 0.455 4.0  4.7 0.864  2.1  5.1
25     Dwight Howard  79 35.7 20.6  7.1 12.4 0.572 6.4 10.7 0.594  0.0  0.0
26       Paul Pierce  81 37.4 20.5  6.7 14.6 0.457 5.7  6.8 0.830  1.5  3.8
27     Al Harrington  73 34.9 20.1  7.3 16.6 0.439 3.2  4.0 0.793  2.3  6.4
28    Jamal Crawford  65 38.1 19.7  6.4 15.7 0.410 4.6  5.3 0.872  2.2  6.1
29          Yao Ming  77 33.6 19.7  7.4 13.4 0.548 4.9  5.7 0.866  0.0  0.0
30 Richard Jefferson  82 35.9 19.6  6.5 14.9 0.439 5.1  6.3 0.805  1.4  3.6
31       Jason Terry  74 33.6 19.6  7.3 15.8 0.463 2.7  3.0 0.880  2.3  6.2
32    Deron Williams  68 36.9 19.4  6.8 14.5 0.471 4.8  5.6 0.849  1.0  3.3
33        Tim Duncan  75 33.7 19.3  7.4 14.8 0.504 4.5  6.4 0.692  0.0  0.0
34       Monta Ellis  25 35.6 19.0  7.8 17.2 0.451 3.1  3.8 0.830  0.3  1.0
35          Rudy Gay  79 37.3 18.9  7.2 16.0 0.453 3.3  4.4 0.767  1.1  3.1
36         Pau Gasol  81 37.1 18.9  7.3 12.9 0.567 4.2  5.4 0.781  0.0  0.0
37    Andre Iguodala  82 39.8 18.8  6.6 14.0 0.473 4.6  6.4 0.724  1.0  3.2
38    Corey Maggette  51 31.1 18.6  5.7 12.4 0.461 6.7  8.1 0.824  0.5  1.9
39         O.J. Mayo  82 38.0 18.5  6.9 15.6 0.438 3.0  3.4 0.879  1.8  4.6
40      John Salmons  79 37.5 18.3  6.5 13.8 0.472 3.6  4.4 0.830  1.6  3.8
41  Richard Hamilton  67 34.0 18.3  7.0 15.6 0.447 3.3  3.9 0.848  1.0  2.8
42         Ray Allen  79 36.3 18.2  6.3 13.2 0.480 3.0  3.2 0.952  2.5  6.2
43 LaMarcus Aldridge  81 37.1 18.1  7.4 15.3 0.484 3.2  4.1 0.781  0.1  0.3
44       Josh Howard  52 31.9 18.0  6.8 15.1 0.451 3.3  4.2 0.782  1.1  3.2
45  Maurice Williams  81 35.0 17.8  6.5 13.9 0.467 2.6  2.8 0.912  2.3  5.2
46  Shaquille O'neal  75 30.1 17.8  6.8 11.2 0.609 4.1  6.9 0.595  0.0  0.0
47     Rashard Lewis  79 36.2 17.7  6.1 13.8 0.439 2.8  3.4 0.836  2.8  7.0
48  Chauncey Billups  79 35.3 17.7  5.2 12.4 0.418 5.3  5.8 0.913  2.1  5.0
49     Allen Iverson  57 36.7 17.5  6.1 14.6 0.417 4.8  6.1 0.781  0.5  1.7
50     Nate Robinson  74 29.9 17.2  6.1 13.9 0.437 3.4  4.0 0.841  1.7  5.2
    X3PP ORB DRB  TRB  AST STL BLK  TO  PF
1  0.317 1.1 3.9  5.0  7.5 2.2 1.3 3.4 2.3
2  0.344 1.3 6.3  7.6  7.2 1.7 1.1 3.0 1.7
3  0.351 1.1 4.1  5.2  4.9 1.5 0.5 2.6 2.3
4  0.359 1.1 7.3  8.4  2.4 0.8 0.8 1.9 2.2
5  0.404 0.7 4.4  5.1  2.7 1.0 1.4 2.5 3.1
6  0.422 1.0 5.5  6.5  2.8 1.3 0.7 3.0 1.8
7  0.415 0.6 3.0  3.6  2.7 1.2 0.2 2.9 2.3
8  0.000 3.4 7.5 11.0  1.6 0.8 1.7 1.8 2.8
9  0.364 0.9 4.7  5.5 11.0 2.8 0.1 3.0 2.7
10 0.371 1.6 5.2  6.8  3.4 1.1 0.4 3.0 3.0
11 0.245 2.8 7.2 10.0  2.5 0.9 1.0 2.3 2.5
12 0.377 1.3 3.4  4.7  5.1 1.1 0.3 1.9 1.6
13 0.351 2.4 6.5  8.9  1.9 1.2 0.3 1.5 2.7
14 0.292 0.4 2.7  3.1  6.9 0.9 0.1 2.6 1.5
15 0.429 2.2 5.9  8.1  2.0 0.9 1.1 2.8 3.1
16 0.360 0.8 3.6  4.4  5.8 1.1 0.2 2.5 2.2
17 0.291 0.4 2.9  3.3  6.9 1.7 0.2 3.1 2.4
18 0.366 0.7 2.5  3.2  2.7 1.1 0.1 1.6 1.4
19 0.240 2.1 6.4  8.5  2.3 0.6 0.9 2.1 2.7
20 0.330 3.1 6.9 10.1  2.1 0.9 0.3 2.3 2.7
21 0.310 1.8 4.4  6.2  4.3 1.6 0.3 3.1 2.5
22 0.385 0.9 4.2  5.1  4.7 1.0 0.5 2.1 2.9
23 0.338 1.2 3.9  5.1  6.5 1.5 0.5 3.9 2.6
24 0.410 0.6 2.8  3.5  3.4 0.9 0.3 2.4 2.2
25 0.000 4.3 9.6 13.8  1.4 1.0 2.9 3.0 3.4
26 0.391 0.7 5.0  5.6  3.6 1.0 0.3 2.8 2.7
27 0.364 1.4 4.9  6.2  1.4 1.2 0.3 2.2 3.1
28 0.360 0.4 2.6  3.0  4.4 0.9 0.2 2.3 1.4
29 1.000 2.6 7.2  9.9  1.8 0.4 1.9 3.0 3.3
30 0.397 0.7 3.9  4.6  2.4 0.8 0.2 2.0 3.1
31 0.366 0.5 1.9  2.4  3.4 1.3 0.3 1.6 1.9
32 0.310 0.4 2.5  2.9 10.7 1.1 0.3 3.4 2.0
33 0.000 2.7 8.0 10.7  3.5 0.5 1.7 2.2 2.3
34 0.308 0.6 3.8  4.3  3.7 1.6 0.3 2.7 2.7
35 0.351 1.4 4.2  5.5  1.7 1.2 0.7 2.6 2.8
36 0.500 3.2 6.4  9.6  3.5 0.6 1.0 1.9 2.1
37 0.307 1.1 4.6  5.7  5.3 1.6 0.4 2.7 1.9
38 0.253 1.0 4.6  5.5  1.8 0.9 0.2 2.4 3.8
39 0.384 0.7 3.1  3.8  3.2 1.1 0.2 2.8 2.5
40 0.417 0.7 3.5  4.2  3.2 1.1 0.3 2.1 2.3
41 0.368 0.7 2.4  3.1  4.4 0.6 0.1 2.0 2.6
42 0.409 0.8 2.7  3.5  2.8 0.9 0.2 1.7 2.0
43 0.250 2.9 4.6  7.5  1.9 1.0 1.0 1.5 2.6
44 0.345 1.1 3.9  5.1  1.6 1.1 0.6 1.7 2.6
45 0.436 0.6 2.9  3.4  4.1 0.9 0.1 2.2 2.7
46 0.000 2.5 5.9  8.4  1.7 0.7 1.4 2.2 3.4
47 0.397 1.2 4.6  5.7  2.6 1.0 0.6 2.0 2.5
48 0.408 0.4 2.6  3.0  6.4 1.2 0.2 2.2 2.0
49 0.283 0.5 2.5  3.0  5.0 1.5 0.1 2.6 1.5
50 0.325 1.3 2.6  3.9  4.1 1.3 0.1 1.9 2.8

数据排序
按pts升序排序
> nba <- nba[order(nba$PTS),]
> nba
                 Name  G  MIN  PTS  FGM  FGA   FGP FTM  FTA   FTP X3PM X3PA
50     Nate Robinson  74 29.9 17.2  6.1 13.9 0.437 3.4  4.0 0.841  1.7  5.2
49     Allen Iverson  57 36.7 17.5  6.1 14.6 0.417 4.8  6.1 0.781  0.5  1.7
47     Rashard Lewis  79 36.2 17.7  6.1 13.8 0.439 2.8  3.4 0.836  2.8  7.0
48  Chauncey Billups  79 35.3 17.7  5.2 12.4 0.418 5.3  5.8 0.913  2.1  5.0
45  Maurice Williams  81 35.0 17.8  6.5 13.9 0.467 2.6  2.8 0.912  2.3  5.2
46  Shaquille O'neal  75 30.1 17.8  6.8 11.2 0.609 4.1  6.9 0.595  0.0  0.0
44       Josh Howard  52 31.9 18.0  6.8 15.1 0.451 3.3  4.2 0.782  1.1  3.2
43 LaMarcus Aldridge  81 37.1 18.1  7.4 15.3 0.484 3.2  4.1 0.781  0.1  0.3
42         Ray Allen  79 36.3 18.2  6.3 13.2 0.480 3.0  3.2 0.952  2.5  6.2
40      John Salmons  79 37.5 18.3  6.5 13.8 0.472 3.6  4.4 0.830  1.6  3.8
41  Richard Hamilton  67 34.0 18.3  7.0 15.6 0.447 3.3  3.9 0.848  1.0  2.8
39         O.J. Mayo  82 38.0 18.5  6.9 15.6 0.438 3.0  3.4 0.879  1.8  4.6
38    Corey Maggette  51 31.1 18.6  5.7 12.4 0.461 6.7  8.1 0.824  0.5  1.9
37    Andre Iguodala  82 39.8 18.8  6.6 14.0 0.473 4.6  6.4 0.724  1.0  3.2
35          Rudy Gay  79 37.3 18.9  7.2 16.0 0.453 3.3  4.4 0.767  1.1  3.1
36         Pau Gasol  81 37.1 18.9  7.3 12.9 0.567 4.2  5.4 0.781  0.0  0.0
34       Monta Ellis  25 35.6 19.0  7.8 17.2 0.451 3.1  3.8 0.830  0.3  1.0
33        Tim Duncan  75 33.7 19.3  7.4 14.8 0.504 4.5  6.4 0.692  0.0  0.0
32    Deron Williams  68 36.9 19.4  6.8 14.5 0.471 4.8  5.6 0.849  1.0  3.3
30 Richard Jefferson  82 35.9 19.6  6.5 14.9 0.439 5.1  6.3 0.805  1.4  3.6
31       Jason Terry  74 33.6 19.6  7.3 15.8 0.463 2.7  3.0 0.880  2.3  6.2
28    Jamal Crawford  65 38.1 19.7  6.4 15.7 0.410 4.6  5.3 0.872  2.2  6.1
29          Yao Ming  77 33.6 19.7  7.4 13.4 0.548 4.9  5.7 0.866  0.0  0.0
27     Al Harrington  73 34.9 20.1  7.3 16.6 0.439 3.2  4.0 0.793  2.3  6.4
26       Paul Pierce  81 37.4 20.5  6.7 14.6 0.457 5.7  6.8 0.830  1.5  3.8
25     Dwight Howard  79 35.7 20.6  7.1 12.4 0.572 6.4 10.7 0.594  0.0  0.0
23   Stephen Jackson  59 39.7 20.7  7.0 16.9 0.414 5.0  6.0 0.826  1.7  5.2
24        Ben Gordon  82 36.6 20.7  7.3 16.0 0.455 4.0  4.7 0.864  2.1  5.1
20  Zachary Randolph  50 35.1 20.8  8.3 17.5 0.475 3.6  4.9 0.734  0.6  1.9
21      Caron Butler  67 38.6 20.8  7.3 16.2 0.453 5.1  6.0 0.858  1.0  3.1
22      Vince Carter  80 36.8 20.8  7.4 16.8 0.437 4.2  5.1 0.817  1.9  4.9
19        David West  76 39.3 21.0  8.0 17.0 0.472 4.8  5.5 0.884  0.1  0.3
18      Michael Redd  33 36.4 21.2  7.5 16.6 0.455 4.0  4.9 0.814  2.1  5.8
17      Devin Harris  69 36.1 21.3  6.6 15.1 0.438 7.2  8.8 0.820  0.9  3.2
15  Amare Stoudemire  53 36.8 21.4  7.6 14.1 0.539 6.1  7.3 0.835  0.1  0.1
16       Joe Johnson  79 39.5 21.4  7.8 18.0 0.437 3.8  4.6 0.826  1.9  5.2
14       Tony Parker  72 34.1 22.0  8.9 17.5 0.506 3.9  5.0 0.782  0.3  0.9
13    Antawn Jamison  81 38.2 22.2  8.3 17.8 0.468 4.2  5.6 0.754  1.4  3.9
12       Brandon Roy  78 37.2 22.6  8.1 16.9 0.480 5.3  6.5 0.824  1.1  2.8
11        Chris Bosh  77 38.1 22.7  8.0 16.4 0.487 6.5  8.0 0.817  0.2  0.6
9         Chris Paul  78 38.5 22.8  8.1 16.1 0.503 5.8  6.7 0.868  0.8  2.3
10   Carmelo Anthony  66 34.5 22.8  8.1 18.3 0.443 5.6  7.1 0.793  1.0  2.6
8       Al Jefferson  50 36.6 23.1  9.7 19.5 0.497 3.7  5.0 0.738  0.0  0.1
7       Kevin Martin  51 38.2 24.6  6.7 15.9 0.420 9.0 10.3 0.867  2.3  5.4
6       Kevin Durant  74 39.0 25.3  8.9 18.8 0.476 6.1  7.1 0.863  1.3  3.1
5      Danny Granger  67 36.2 25.8  8.5 19.1 0.447 6.0  6.9 0.878  2.7  6.7
4      Dirk Nowitzki  81 37.7 25.9  9.6 20.0 0.479 6.0  6.7 0.890  0.8  2.1
3        Kobe Bryant  82 36.2 26.8  9.8 20.9 0.467 5.9  6.9 0.856  1.4  4.1
2       LeBron James  81 37.7 28.4  9.7 19.9 0.489 7.3  9.4 0.780  1.6  4.7
1        Dwyane Wade  79 38.6 30.2 10.8 22.0 0.491 7.5  9.8 0.765  1.1  3.5
    X3PP ORB DRB  TRB  AST STL BLK  TO  PF
50 0.325 1.3 2.6  3.9  4.1 1.3 0.1 1.9 2.8
49 0.283 0.5 2.5  3.0  5.0 1.5 0.1 2.6 1.5
47 0.397 1.2 4.6  5.7  2.6 1.0 0.6 2.0 2.5
48 0.408 0.4 2.6  3.0  6.4 1.2 0.2 2.2 2.0
45 0.436 0.6 2.9  3.4  4.1 0.9 0.1 2.2 2.7
46 0.000 2.5 5.9  8.4  1.7 0.7 1.4 2.2 3.4
44 0.345 1.1 3.9  5.1  1.6 1.1 0.6 1.7 2.6
43 0.250 2.9 4.6  7.5  1.9 1.0 1.0 1.5 2.6
42 0.409 0.8 2.7  3.5  2.8 0.9 0.2 1.7 2.0
40 0.417 0.7 3.5  4.2  3.2 1.1 0.3 2.1 2.3
41 0.368 0.7 2.4  3.1  4.4 0.6 0.1 2.0 2.6
39 0.384 0.7 3.1  3.8  3.2 1.1 0.2 2.8 2.5
38 0.253 1.0 4.6  5.5  1.8 0.9 0.2 2.4 3.8
37 0.307 1.1 4.6  5.7  5.3 1.6 0.4 2.7 1.9
35 0.351 1.4 4.2  5.5  1.7 1.2 0.7 2.6 2.8
36 0.500 3.2 6.4  9.6  3.5 0.6 1.0 1.9 2.1
34 0.308 0.6 3.8  4.3  3.7 1.6 0.3 2.7 2.7
33 0.000 2.7 8.0 10.7  3.5 0.5 1.7 2.2 2.3
32 0.310 0.4 2.5  2.9 10.7 1.1 0.3 3.4 2.0
30 0.397 0.7 3.9  4.6  2.4 0.8 0.2 2.0 3.1
31 0.366 0.5 1.9  2.4  3.4 1.3 0.3 1.6 1.9
28 0.360 0.4 2.6  3.0  4.4 0.9 0.2 2.3 1.4
29 1.000 2.6 7.2  9.9  1.8 0.4 1.9 3.0 3.3
27 0.364 1.4 4.9  6.2  1.4 1.2 0.3 2.2 3.1
26 0.391 0.7 5.0  5.6  3.6 1.0 0.3 2.8 2.7
25 0.000 4.3 9.6 13.8  1.4 1.0 2.9 3.0 3.4
23 0.338 1.2 3.9  5.1  6.5 1.5 0.5 3.9 2.6
24 0.410 0.6 2.8  3.5  3.4 0.9 0.3 2.4 2.2
20 0.330 3.1 6.9 10.1  2.1 0.9 0.3 2.3 2.7
21 0.310 1.8 4.4  6.2  4.3 1.6 0.3 3.1 2.5
22 0.385 0.9 4.2  5.1  4.7 1.0 0.5 2.1 2.9
19 0.240 2.1 6.4  8.5  2.3 0.6 0.9 2.1 2.7
18 0.366 0.7 2.5  3.2  2.7 1.1 0.1 1.6 1.4
17 0.291 0.4 2.9  3.3  6.9 1.7 0.2 3.1 2.4
15 0.429 2.2 5.9  8.1  2.0 0.9 1.1 2.8 3.1
16 0.360 0.8 3.6  4.4  5.8 1.1 0.2 2.5 2.2
14 0.292 0.4 2.7  3.1  6.9 0.9 0.1 2.6 1.5
13 0.351 2.4 6.5  8.9  1.9 1.2 0.3 1.5 2.7
12 0.377 1.3 3.4  4.7  5.1 1.1 0.3 1.9 1.6
11 0.245 2.8 7.2 10.0  2.5 0.9 1.0 2.3 2.5
9  0.364 0.9 4.7  5.5 11.0 2.8 0.1 3.0 2.7
10 0.371 1.6 5.2  6.8  3.4 1.1 0.4 3.0 3.0
8  0.000 3.4 7.5 11.0  1.6 0.8 1.7 1.8 2.8
7  0.415 0.6 3.0  3.6  2.7 1.2 0.2 2.9 2.3
6  0.422 1.0 5.5  6.5  2.8 1.3 0.7 3.0 1.8
5  0.404 0.7 4.4  5.1  2.7 1.0 1.4 2.5 3.1
4  0.359 1.1 7.3  8.4  2.4 0.8 0.8 1.9 2.2
3  0.351 1.1 4.1  5.2  4.9 1.5 0.5 2.6 2.3
2  0.344 1.3 6.3  7.6  7.2 1.7 1.1 3.0 1.7
1  0.317 1.1 3.9  5.0  7.5 2.2 1.3 3.4 2.3

准备数据
> row.names(nba) <- nba$Name
> nba <- nba[,2:20]
> nba_matrix <- data.matrix(nba)
> nba_matrix
                    G  MIN  PTS  FGM  FGA   FGP FTM  FTA   FTP X3PM X3PA  X3PP
Nate Robinson      74 29.9 17.2  6.1 13.9 0.437 3.4  4.0 0.841  1.7  5.2 0.325
Allen Iverson      57 36.7 17.5  6.1 14.6 0.417 4.8  6.1 0.781  0.5  1.7 0.283
Rashard Lewis      79 36.2 17.7  6.1 13.8 0.439 2.8  3.4 0.836  2.8  7.0 0.397
Chauncey Billups   79 35.3 17.7  5.2 12.4 0.418 5.3  5.8 0.913  2.1  5.0 0.408
Maurice Williams   81 35.0 17.8  6.5 13.9 0.467 2.6  2.8 0.912  2.3  5.2 0.436
Shaquille O'neal   75 30.1 17.8  6.8 11.2 0.609 4.1  6.9 0.595  0.0  0.0 0.000
Josh Howard        52 31.9 18.0  6.8 15.1 0.451 3.3  4.2 0.782  1.1  3.2 0.345
LaMarcus Aldridge  81 37.1 18.1  7.4 15.3 0.484 3.2  4.1 0.781  0.1  0.3 0.250
Ray Allen          79 36.3 18.2  6.3 13.2 0.480 3.0  3.2 0.952  2.5  6.2 0.409
John Salmons       79 37.5 18.3  6.5 13.8 0.472 3.6  4.4 0.830  1.6  3.8 0.417
Richard Hamilton   67 34.0 18.3  7.0 15.6 0.447 3.3  3.9 0.848  1.0  2.8 0.368
O.J. Mayo          82 38.0 18.5  6.9 15.6 0.438 3.0  3.4 0.879  1.8  4.6 0.384
Corey Maggette     51 31.1 18.6  5.7 12.4 0.461 6.7  8.1 0.824  0.5  1.9 0.253
Andre Iguodala     82 39.8 18.8  6.6 14.0 0.473 4.6  6.4 0.724  1.0  3.2 0.307
Rudy Gay           79 37.3 18.9  7.2 16.0 0.453 3.3  4.4 0.767  1.1  3.1 0.351
Pau Gasol          81 37.1 18.9  7.3 12.9 0.567 4.2  5.4 0.781  0.0  0.0 0.500
Monta Ellis        25 35.6 19.0  7.8 17.2 0.451 3.1  3.8 0.830  0.3  1.0 0.308
Tim Duncan         75 33.7 19.3  7.4 14.8 0.504 4.5  6.4 0.692  0.0  0.0 0.000
Deron Williams     68 36.9 19.4  6.8 14.5 0.471 4.8  5.6 0.849  1.0  3.3 0.310
Richard Jefferson  82 35.9 19.6  6.5 14.9 0.439 5.1  6.3 0.805  1.4  3.6 0.397
Jason Terry        74 33.6 19.6  7.3 15.8 0.463 2.7  3.0 0.880  2.3  6.2 0.366
Jamal Crawford     65 38.1 19.7  6.4 15.7 0.410 4.6  5.3 0.872  2.2  6.1 0.360
Yao Ming           77 33.6 19.7  7.4 13.4 0.548 4.9  5.7 0.866  0.0  0.0 1.000
Al Harrington      73 34.9 20.1  7.3 16.6 0.439 3.2  4.0 0.793  2.3  6.4 0.364
Paul Pierce        81 37.4 20.5  6.7 14.6 0.457 5.7  6.8 0.830  1.5  3.8 0.391
Dwight Howard      79 35.7 20.6  7.1 12.4 0.572 6.4 10.7 0.594  0.0  0.0 0.000
Stephen Jackson    59 39.7 20.7  7.0 16.9 0.414 5.0  6.0 0.826  1.7  5.2 0.338
Ben Gordon         82 36.6 20.7  7.3 16.0 0.455 4.0  4.7 0.864  2.1  5.1 0.410
Zachary Randolph   50 35.1 20.8  8.3 17.5 0.475 3.6  4.9 0.734  0.6  1.9 0.330
Caron Butler       67 38.6 20.8  7.3 16.2 0.453 5.1  6.0 0.858  1.0  3.1 0.310
Vince Carter       80 36.8 20.8  7.4 16.8 0.437 4.2  5.1 0.817  1.9  4.9 0.385
David West         76 39.3 21.0  8.0 17.0 0.472 4.8  5.5 0.884  0.1  0.3 0.240
Michael Redd       33 36.4 21.2  7.5 16.6 0.455 4.0  4.9 0.814  2.1  5.8 0.366
Devin Harris       69 36.1 21.3  6.6 15.1 0.438 7.2  8.8 0.820  0.9  3.2 0.291
Amare Stoudemire   53 36.8 21.4  7.6 14.1 0.539 6.1  7.3 0.835  0.1  0.1 0.429
Joe Johnson        79 39.5 21.4  7.8 18.0 0.437 3.8  4.6 0.826  1.9  5.2 0.360
Tony Parker        72 34.1 22.0  8.9 17.5 0.506 3.9  5.0 0.782  0.3  0.9 0.292
Antawn Jamison     81 38.2 22.2  8.3 17.8 0.468 4.2  5.6 0.754  1.4  3.9 0.351
Brandon Roy        78 37.2 22.6  8.1 16.9 0.480 5.3  6.5 0.824  1.1  2.8 0.377
Chris Bosh         77 38.1 22.7  8.0 16.4 0.487 6.5  8.0 0.817  0.2  0.6 0.245
Chris Paul         78 38.5 22.8  8.1 16.1 0.503 5.8  6.7 0.868  0.8  2.3 0.364
Carmelo Anthony    66 34.5 22.8  8.1 18.3 0.443 5.6  7.1 0.793  1.0  2.6 0.371
Al Jefferson       50 36.6 23.1  9.7 19.5 0.497 3.7  5.0 0.738  0.0  0.1 0.000
Kevin Martin       51 38.2 24.6  6.7 15.9 0.420 9.0 10.3 0.867  2.3  5.4 0.415
Kevin Durant       74 39.0 25.3  8.9 18.8 0.476 6.1  7.1 0.863  1.3  3.1 0.422
Danny Granger      67 36.2 25.8  8.5 19.1 0.447 6.0  6.9 0.878  2.7  6.7 0.404
Dirk Nowitzki      81 37.7 25.9  9.6 20.0 0.479 6.0  6.7 0.890  0.8  2.1 0.359
Kobe Bryant        82 36.2 26.8  9.8 20.9 0.467 5.9  6.9 0.856  1.4  4.1 0.351
LeBron James       81 37.7 28.4  9.7 19.9 0.489 7.3  9.4 0.780  1.6  4.7 0.344
Dwyane Wade        79 38.6 30.2 10.8 22.0 0.491 7.5  9.8 0.765  1.1  3.5 0.317
                   ORB DRB  TRB  AST STL BLK  TO
Nate Robinson      1.3 2.6  3.9  4.1 1.3 0.1 1.9
Allen Iverson      0.5 2.5  3.0  5.0 1.5 0.1 2.6
Rashard Lewis      1.2 4.6  5.7  2.6 1.0 0.6 2.0
Chauncey Billups   0.4 2.6  3.0  6.4 1.2 0.2 2.2
Maurice Williams   0.6 2.9  3.4  4.1 0.9 0.1 2.2
Shaquille O'neal   2.5 5.9  8.4  1.7 0.7 1.4 2.2
Josh Howard        1.1 3.9  5.1  1.6 1.1 0.6 1.7
LaMarcus Aldridge  2.9 4.6  7.5  1.9 1.0 1.0 1.5
Ray Allen          0.8 2.7  3.5  2.8 0.9 0.2 1.7
John Salmons       0.7 3.5  4.2  3.2 1.1 0.3 2.1
Richard Hamilton   0.7 2.4  3.1  4.4 0.6 0.1 2.0
O.J. Mayo          0.7 3.1  3.8  3.2 1.1 0.2 2.8
Corey Maggette     1.0 4.6  5.5  1.8 0.9 0.2 2.4
Andre Iguodala     1.1 4.6  5.7  5.3 1.6 0.4 2.7
Rudy Gay           1.4 4.2  5.5  1.7 1.2 0.7 2.6
Pau Gasol          3.2 6.4  9.6  3.5 0.6 1.0 1.9
Monta Ellis        0.6 3.8  4.3  3.7 1.6 0.3 2.7
Tim Duncan         2.7 8.0 10.7  3.5 0.5 1.7 2.2
Deron Williams     0.4 2.5  2.9 10.7 1.1 0.3 3.4
Richard Jefferson  0.7 3.9  4.6  2.4 0.8 0.2 2.0
Jason Terry        0.5 1.9  2.4  3.4 1.3 0.3 1.6
Jamal Crawford     0.4 2.6  3.0  4.4 0.9 0.2 2.3
Yao Ming           2.6 7.2  9.9  1.8 0.4 1.9 3.0
Al Harrington      1.4 4.9  6.2  1.4 1.2 0.3 2.2
Paul Pierce        0.7 5.0  5.6  3.6 1.0 0.3 2.8
Dwight Howard      4.3 9.6 13.8  1.4 1.0 2.9 3.0
Stephen Jackson    1.2 3.9  5.1  6.5 1.5 0.5 3.9
Ben Gordon         0.6 2.8  3.5  3.4 0.9 0.3 2.4
Zachary Randolph   3.1 6.9 10.1  2.1 0.9 0.3 2.3
Caron Butler       1.8 4.4  6.2  4.3 1.6 0.3 3.1
Vince Carter       0.9 4.2  5.1  4.7 1.0 0.5 2.1
David West         2.1 6.4  8.5  2.3 0.6 0.9 2.1
Michael Redd       0.7 2.5  3.2  2.7 1.1 0.1 1.6
Devin Harris       0.4 2.9  3.3  6.9 1.7 0.2 3.1
Amare Stoudemire   2.2 5.9  8.1  2.0 0.9 1.1 2.8
Joe Johnson        0.8 3.6  4.4  5.8 1.1 0.2 2.5
Tony Parker        0.4 2.7  3.1  6.9 0.9 0.1 2.6
Antawn Jamison     2.4 6.5  8.9  1.9 1.2 0.3 1.5
Brandon Roy        1.3 3.4  4.7  5.1 1.1 0.3 1.9
Chris Bosh         2.8 7.2 10.0  2.5 0.9 1.0 2.3
Chris Paul         0.9 4.7  5.5 11.0 2.8 0.1 3.0
Carmelo Anthony    1.6 5.2  6.8  3.4 1.1 0.4 3.0
Al Jefferson       3.4 7.5 11.0  1.6 0.8 1.7 1.8
Kevin Martin       0.6 3.0  3.6  2.7 1.2 0.2 2.9
Kevin Durant       1.0 5.5  6.5  2.8 1.3 0.7 3.0
Danny Granger      0.7 4.4  5.1  2.7 1.0 1.4 2.5
Dirk Nowitzki      1.1 7.3  8.4  2.4 0.8 0.8 1.9
Kobe Bryant        1.1 4.1  5.2  4.9 1.5 0.5 2.6
LeBron James       1.3 6.3  7.6  7.2 1.7 1.1 3.0
Dwyane Wade        1.1 3.9  5.0  7.5 2.2 1.3 3.4

建立热图
> nba_heatmap <- heatmap(nba_matrix, Rowv=NA, Colv=NA, 
+ col = cm.colors(256), scale="column", margins=c(5,10))

创建Heatmap

创建Heatmap

reference:http://flowingdata.com/2010/01/21/how-to-make-a-heatmap-a-quick-and-easy-solution/

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