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NBA的球队大对比

概要

本图数据来源于kaggle NBA数据集,主要描述了从1985年到2016年NBA球队常规赛每年的总得分与总胜场情况,探寻总得分与总胜场的关系。通过bubbleplot来使读者交互式地探寻每年的NBA球队孰强孰弱,以及近三十年来的王者球队都是哪些球队。
ps:因为部分球队存在改名的现象,所以所收集的数据有一部分缺失,例如BKN在2012年以前它是数据均为0,在2012年以后才有数据。

设计

本图采用dimple中Storyboard Control模板,自动展示每年的NBA球队总得分与总胜场情况。其中x轴是球队该年总得分,y轴是球队该年总胜场数。读者可通过点击右边的时间可以暂停动画并查询感兴趣的年份,同时点击图上的圆圈可以显示球队、得分、胜场情况,可助读者追踪感兴趣的年份。

反馈

1.不明白横纵坐标轴什么意思。
解决方案:在设计中加入说明。
2.图例颜色过于浅,看着不舒服。
解决方案:分别为为各个球队选择合适的颜色,目前看起来效果还可以。
3.有一些点始终在原点,而且很多动画的切换是从原点转移出来的。
解决方案:通过修改,大部分动画切换已经不是从原点冒出来了。但是始终在原点的东西无法解决,因为数据缺失问题,还有就是可以给我们传达这些在原点的球队名字是改过的这一信息。

参考资料

http://dimplejs.org/advanced_examples_viewer.html?id=advanced_storyboard_control

<!DOCTYPE html>
<html>
<head>
<link rel="stylesheet" type="text/css" href="style.css">
<meta charset="utf-8">
<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="http://dimplejs.org/dist/dimple.v2.3.0.min.js"></script>
</head>
<body>
<h2>comparison of NBA team's scores and win times in 1985 to 2016</he>
<div id="chartContainer">
</div>
<script src="script.js" type="text/javascript">
</script>
</body>
<script type="text/javascript">
d3.csv("team_sea.csv", draw);
</script>
</html>
function draw(data) {
var svg = dimple.newSvg("#chartContainer", 900, 700);
var indicator = new dimple.chart(svg, data);
// 蓝色为默认,橙色为选中的年份
var defaultColor = indicator.defaultColors[0];
var indicatorColor = indicator.defaultColors[2];
// 动画间隔时间
var frame = 3000;
var firstTick = true;
// Place the indicator bar chart to the right
indicator.setBounds(680, 60, 125, 350);
// 添加日期到y轴
var y = indicator.addCategoryAxis("y", "year");
y.addOrderRule("year", "Desc");
// 使用总得分作为隐藏的轴
var x = indicator.addMeasureAxis("x", "sum_score");
x.hidden = true;
// Add the bars to the indicator and add event handlers
var s = indicator.addSeries(null, dimple.plot.bar);
s.addEventHandler("click", onClick);
// Draw the side chart
indicator.draw();
// 去除掉y轴的题目与线
y.titleShape.remove();
y.shapes.selectAll("line,path").remove();
// 去除掉y轴在画图区域的文本信息
y.shapes.selectAll("text")
.style("text-anchor", "start")
.style("font-size", "11px")
.attr("transform", "translate(18, 0.5)");
//添加图例标题
svg.selectAll("title_text")
.data(["Click bar to select",
"and pause. Click again",
"to resume animation"])
.enter()
.append("text")
.attr("x", 680)
.attr("y", function (d, i) { return 15 + i * 12; })
.style("font-family", "sans-serif")
.style("font-size", "10px")
.style("color", "Black")
.text(function (d) { return d; });
// Manually set the bar colors
s.shapes
.attr("rx", 10)
.attr("ry", 10)
.style("fill", function (d) { return (d.y === '2000' ? indicatorColor.fill : defaultColor.fill) })
.style("stroke", function (d) { return (d.y === '2000' ? indicatorColor.stroke : defaultColor.stroke) })
.style("opacity", 0.4);
// 画主要的图形
var bubbles = new dimple.chart(svg, data);
//更改配色 30个球队太多了没有找到合适的配色
bubbles.defaultColors = [
new dimple.color("#3498db", "#3498db", 1), // blue
new dimple.color("#e74c3c", "#e74c3c", 1), // red
new dimple.color("#2ecc71", "#2ecc71", 1), // green
new dimple.color("#9b59b6", "#9b59b6", 1), // purple
new dimple.color("#e67e22", "#e67e22", 1), // orange
new dimple.color("#f39c12", "#f39c12", 1), // yellow
new dimple.color("#1abc9c", "#1abc9c", 1), // turquoise
new dimple.color("#95a5a6", "#95a5a6", 1), // gray
new dimple.color("#55efc4", "#55efc4", 1),
new dimple.color("#74b9ff", "#74b9ff", 1),
new dimple.color("#3498db", "#3498db", 1),
new dimple.color("#9b59b6", "#9b59b6", 1),
new dimple.color("#34495e", "#34495e", 1),
new dimple.color("#f1c40f", "#f1c40f", 1),
new dimple.color("#e74c3c", "#e74c3c", 1),
new dimple.color("#7f8c8d", "#7f8c8d", 1),
new dimple.color("#eccc68", "#eccc68", 1),
new dimple.color("#ff7f50", "#ff7f50", 1),
new dimple.color("#ff6b81", "#ff6b81", 1),
new dimple.color("#a4b0be", "#a4b0be", 1),
new dimple.color("#f1c40f", "#f1c40f", 1),
new dimple.color("#57606f", "#57606f", 1),
new dimple.color("#ffa502", "#ffa502", 1),
new dimple.color("#ff6348", "#ff6348", 1),
new dimple.color("#747d8c", "#747d8c", 1),
new dimple.color("#5352ed", "#5352ed", 1),
new dimple.color("#3742fa", "#3742fa", 1),
new dimple.color("#7158e2", "#7158e2", 1),
new dimple.color("#fffa65", "#fffa65", 1),
];
bubbles.setBounds(60,60 , 600, 350)
bubbles.addMeasureAxis("x", "sum_score");
bubbles.addMeasureAxis("y", "win_times");
bubbles.addSeries(["team_name"], dimple.plot.bubble)
bubbles.addLegend(60, 20, 650, 60);
// 为主要的图形增加故事面板,设置刻度事件
var story = bubbles.setStoryboard("year", onTick);
// Change the frame duration
story.frameDuration = frame;
// Order the storyboard by date
story.addOrderRule("year");
// Draw the bubble chart
bubbles.draw();
//图例Orphan the legends as they are consistent but by default they will refresh on tick
bubbles.legends = [];
// Remove the storyboard label because the chart will indicate the
// current month instead of the label
story.storyLabel.remove();
// On click of the side chart
function onClick(e) {
// Pause the animation
story.pauseAnimation();
// If it is already selected resume the animation
// otherwise pause and move to the selected month
if (e.yValue === story.getFrameValue()) {
story.startAnimation();
} else {
story.goToFrame(e.yValue);
story.pauseAnimation();
}
}
// On tick of the main charts storyboard
function onTick(e) {
if (!firstTick) {
// Color all shapes the same
s.shapes
.transition()
.duration(frame / 2)
.style("fill", function (d) { return (d.y === e ? indicatorColor.fill : defaultColor.fill) })
.style("stroke", function (d) { return (d.y === e ? indicatorColor.stroke : defaultColor.stroke) });
}
firstTick = false;
}
};
h2 {
color: black;
text-align: left;
}
body {
font-family: "Exo 2", "Helvetica Neue", Helvetica, sans-serif;
font-weight: 300;
font-size: 1.2em;
line-height: 1.2em;
}
team_name year win_times sum_score sum_rebs sum_assit
ATL 1985 15 3136 1272 656
ATL 1986 55 8777 3647 2048
ATL 1987 57 8890 3768 2078
ATL 1988 49 9094 3629 2088
ATL 1989 49 8958 3591 1887
ATL 1990 40 8982 3553 1911
ATL 1991 41 8893 3740 1875
ATL 1992 37 8571 3667 2102
ATL 1993 50 8637 3598 2010
ATL 1994 50 8424 3697 2079
ATL 1995 43 8030 3340 1692
ATL 1996 49 7668 3304 1511
ATL 1997 59 8012 3476 1617
ATL 1998 31 5165 2296 1038
ATL 1999 42 7211 3535 1312
ATL 2000 27 7437 3615 1518
ATL 2001 26 7682 3507 1643
ATL 2002 34 7693 3454 1680
ATL 2003 32 7885 3636 1727
ATL 2004 24 7146 3190 1513
ATL 2005 15 7736 3429 1593
ATL 2006 28 8034 3325 1643
ATL 2007 36 7622 3303 1622
ATL 2008 43 8456 3580 1910
ATL 2009 47 8248 3307 1662
ATL 2010 53 8469 3530 1927
ATL 2011 26 4807 1980 1067
ATL 2012 56 8820 3731 2072
ATL 2013 43 8495 3500 2156
ATL 2014 43 8145 3207 2012
ATL 2015 58 8710 3438 2169
ATL 2016 27 4965 2073 1249
BKN 2012 16 2919 1277 621
BKN 2013 43 8026 3471 1680
BKN 2014 49 8079 3184 1725
BKN 2015 32 8143 3596 1763
BKN 2016 12 4983 2058 1138
BOS 1985 23 3357 1377 859
BOS 1986 64 9188 3668 2332
BOS 1987 56 8971 3379 2361
BOS 1988 53 9309 3434 2410
BOS 1989 46 9028 3747 2278
BOS 1990 58 9291 3804 2429
BOS 1991 52 9088 3781 2099
BOS 1992 44 8558 3614 2015
BOS 1993 48 8458 3403 2000
BOS 1994 31 8189 3398 1864
BOS 1995 36 8495 3523 1756
BOS 1996 27 8136 3399 1741
BOS 1997 23 8328 3306 1849
BOS 1998 22 5190 2121 1203
BOS 1999 31 7378 3306 1663
BOS 2000 35 8260 3594 1747
BOS 2001 42 7695 3334 1725
BOS 2002 50 8090 3444 1692
BOS 2003 41 7760 3370 1710
BOS 2004 33 7625 3121 1571
BOS 2005 44 8219 3315 1834
BOS 2006 31 8049 3303 1673
BOS 2007 40 7902 3335 1693
BOS 2008 68 8661 3644 1906
BOS 2009 57 8055 3257 1885
BOS 2010 51 8088 3166 1942
BOS 2011 33 5232 2098 1252
BOS 2012 52 8553 3579 2161
BOS 2013 40 7890 3322 1738
BOS 2014 23 7941 3463 1885
BOS 2015 47 8615 3752 2034
BOS 2016 30 5369 2259 1210
CHA 2004 7 2421 1085 589
CHA 2005 21 8189 3588 1806
CHA 2006 25 7895 3264 1759
CHA 2007 35 7826 3156 1778
CHA 2008 32 8168 3437 1787
CHA 2009 36 7505 3227 1674
CHA 2010 43 7933 3404 1748
CHA 2011 24 5049 2153 1149
CHA 2012 14 8427 3723 1859
CHA 2013 27 7664 3406 1606
CHA 2014 39 8125 3492 1827
CHA 2015 40 7754 3584 1658
CHA 2016 31 5302 2242 1105
CHI 1985 13 3728 1470 794
CHI 1986 31 8073 3387 1866
CHI 1987 41 8521 3488 2171
CHI 1988 50 8694 3646 2168
CHI 1989 51 8928 3513 2215
CHI 1990 56 9178 3443 2319
CHI 1991 65 8910 3456 2137
CHI 1992 64 8785 3606 2270
CHI 1993 54 8397 3508 2030
CHI 1994 52 8199 3497 2085
CHI 1995 57 8462 3476 2020
CHI 1996 74 8815 3850 2111
CHI 1997 62 8080 3715 2051
CHI 1998 42 5132 2251 1272
CHI 1999 15 6374 3071 1536
CHI 2000 20 7207 3416 1705
CHI 2001 16 7078 3190 1875
CHI 2002 26 7804 3456 1814
CHI 2003 28 7646 3524 1822
CHI 2004 23 6931 3340 1667
CHI 2005 50 8160 3657 1834
CHI 2006 48 8395 3640 1853
CHI 2007 41 7665 3534 1763
CHI 2008 36 8490 3606 1827
CHI 2009 40 7929 3450 1689
CHI 2010 49 8322 3694 1788
CHI 2011 44 5408 2414 1235
CHI 2012 63 8635 4161 2089
CHI 2013 41 7702 3623 1875
CHI 2014 58 8221 3741 1917
CHI 2015 46 8018 3762 1753
CHI 2016 24 5303 2326 1200
CLE 1985 14 3510 1447 812
CLE 1986 28 8360 3448 1949
CLE 1987 30 8335 3379 1885
CLE 1988 51 8629 3373 2132
CLE 1989 47 8713 3566 2150
CLE 1990 42 8730 3455 2308
CLE 1991 41 8444 3439 2184
CLE 1992 55 8989 3462 2319
CLE 1993 49 8396 3326 2194
CLE 1994 55 8189 3579 1988
CLE 1995 38 7323 2988 1661
CLE 1996 51 7589 3077 1865
CLE 1997 40 7110 3082 1683
CLE 1998 30 5022 2169 1280
CLE 1999 34 7187 3032 1794
CLE 2000 36 7650 3471 1822
CLE 2001 26 7751 3508 1808
CLE 2002 23 8039 3617 1851
CLE 2003 21 7425 3734 1798
CLE 2004 42 7516 3437 1742
CLE 2005 43 7948 3444 1716
CLE 2006 49 7910 3564 1618
CLE 2007 47 8143 3650 1710
CLE 2008 57 8088 3604 1692
CLE 2009 66 8495 3591 1750
CLE 2010 43 7954 3322 1774
CLE 2011 12 5121 2162 1117
CLE 2012 27 8852 4004 1863
CLE 2013 27 7892 3376 1666
CLE 2014 41 8319 3578 1874
CLE 2015 56 8199 3555 1758
CLE 2016 36 5565 2304 1193
DAL 1985 14 3315 1290 743
DAL 1986 49 9441 3482 2059
DAL 1987 53 8944 3596 1905
DAL 1988 53 9067 3818 2003
DAL 1989 36 8534 3541 1823
DAL 1990 42 8152 3280 1822
DAL 1991 30 8467 3568 1833
DAL 1992 12 7536 3401 1501
DAL 1993 11 8145 3534 1681
DAL 1994 24 8030 3577 1751
DAL 1995 31 8510 4048 1951
DAL 1996 28 8255 3552 1901
DAL 1997 19 7569 3404 1590
DAL 1998 15 4823 2097 1000
DAL 1999 28 7611 3335 1584
DAL 2000 51 8419 3436 1806
DAL 2001 54 8197 3382 1752
DAL 2002 61 8630 3554 1786
DAL 2003 53 8410 3541 1862
DAL 2004 53 8471 3620 1813
DAL 2005 61 8479 3490 1610
DAL 2006 62 8201 3473 1563
DAL 2007 63 8277 3438 1657
DAL 2008 50 8210 3638 1755
DAL 2009 53 8473 3495 1841
DAL 2010 57 8188 3317 1920
DAL 2011 34 5554 2246 1306
DAL 2012 47 8982 3957 1969
DAL 2013 47 8463 3414 1961
DAL 2014 54 8996 3477 1973
DAL 2015 46 8283 3488 1777
DAL 2016 23 5116 2131 1113
DEN 1985 19 3629 1336 797
DEN 1986 41 9273 3549 2128
DEN 1987 40 9240 3556 2309
DEN 1988 55 9930 3654 2324
DEN 1989 46 9543 3773 2263
DEN 1990 30 9659 3732 2306
DEN 1991 26 8969 3998 1637
DEN 1992 19 8067 3582 1665
DEN 1993 43 8618 3883 1739
DEN 1994 42 8377 3538 1766
DEN 1995 40 8387 3561 1928
DEN 1996 30 7958 3529 1873
DEN 1997 15 7682 3371 1685
DEN 1998 9 4785 2035 1056
DEN 1999 29 7421 3282 1550
DEN 2000 36 8405 3760 2062
DEN 2001 34 7591 3538 1884
DEN 2002 23 7265 3415 1755
DEN 2003 30 7616 3642 1854
DEN 2004 38 7595 3257 1756
DEN 2005 49 8482 3587 2030
DEN 2006 46 8153 3288 1858
DEN 2007 47 8846 3666 1950
DEN 2008 53 9255 3616 2058
DEN 2009 53 8587 3380 1757
DEN 2010 51 8611 3345 1696
DEN 2011 34 5931 2336 1249
DEN 2012 53 9709 4162 2228
DEN 2013 54 8439 3579 1904
DEN 2014 35 8812 3827 1869
DEN 2015 29 8336 3660 1856
DEN 2016 21 5091 2198 1124
DET 1985 15 3706 1464 878
DET 1986 48 8476 3554 2040
DET 1987 53 9079 3774 2045
DET 1988 56 8972 3688 2061
DET 1989 61 8885 3772 2033
DET 1990 60 8636 3633 2038
DET 1991 46 8208 3760 1807
DET 1992 47 7640 3419 1815
DET 1993 34 8278 3560 1900
DET 1994 21 7940 3242 1763
DET 1995 34 8282 3325 1876
DET 1996 53 7736 3291 1552
DET 1997 46 7832 3346 1616
DET 1998 23 4902 2069 1019
DET 1999 44 7516 3225 1627
DET 2000 40 8442 3539 1710
DET 2001 34 7510 3422 1606
DET 2002 55 7790 3320 1785
DET 2003 49 7636 3479 1600
DET 2004 50 7067 3358 1668
DET 2005 63 7927 3504 1886
DET 2006 58 7987 3393 1894
DET 2007 59 8139 3368 1914
DET 2008 54 7746 3342 1727
DET 2009 31 7805 3502 1603
DET 2010 27 7929 3236 1710
DET 2011 20 5153 2058 1144
DET 2012 35 8780 3937 1821
DET 2013 32 7943 3486 1743
DET 2014 23 7964 3659 1684
DET 2015 42 8448 3849 1744
DET 2016 26 5015 2231 983
GSW 1985 12 3722 1441 803
GSW 1986 35 8974 3489 1943
GSW 1987 29 8281 3221 1925
GSW 1988 27 8972 3563 1987
GSW 1989 42 9884 3785 2100
GSW 1990 42 9827 3432 2021
GSW 1991 48 9410 3384 1916
GSW 1992 51 9775 3607 2088
GSW 1993 33 8536 3558 1980
GSW 1994 46 9027 3503 2223
GSW 1995 28 8817 3538 2022
GSW 1996 35 8153 3410 1865
GSW 1997 26 7772 3530 1755
GSW 1998 12 4763 2427 1117
GSW 1999 27 7161 3728 1699
GSW 2000 23 7964 3715 1852
GSW 2001 19 7526 3856 1734
GSW 2002 21 8157 3792 1695
GSW 2003 40 8212 3706 1747
GSW 2004 34 7622 3457 1648
GSW 2005 40 8435 3549 1866
GSW 2006 33 8372 3491 1801
GSW 2007 45 8822 3480 1918
GSW 2008 39 9210 3613 1781
GSW 2009 28 8658 3158 1699
GSW 2010 30 8841 3323 1892
GSW 2011 25 5584 2173 1207
GSW 2012 42 9238 3829 2093
GSW 2013 46 8549 3804 1901
GSW 2014 56 8397 3528 1937
GSW 2015 72 9424 3814 2379
GSW 2016 43 5771 2287 1458
HOU 1985 20 3776 1550 868
HOU 1986 42 8504 3392 2194
HOU 1987 45 8565 3625 2076
HOU 1988 50 9429 3995 2017
HOU 1989 39 8801 3780 2106
HOU 1990 45 8738 3785 2119
HOU 1991 52 8563 3720 1888
HOU 1992 40 7991 3312 1987
HOU 1993 65 8813 3668 2200
HOU 1994 52 8242 3476 2071
HOU 1995 51 8877 3454 2075
HOU 1996 50 8306 3384 2023
HOU 1997 48 7860 3296 1855
HOU 1998 26 5447 2242 1224
HOU 1999 41 7650 3430 1692
HOU 2000 38 7954 3419 1701
HOU 2001 40 8043 3571 1617
HOU 2002 36 7527 3462 1462
HOU 2003 43 7610 3593 1513
HOU 2004 43 7375 3385 1615
HOU 2005 46 7552 3424 1627
HOU 2006 43 7878 3607 1728
HOU 2007 48 7949 3562 1722
HOU 2008 61 8211 3699 1767
HOU 2009 52 8165 3493 1731
HOU 2010 38 8470 3410 1835
HOU 2011 29 5682 2320 1275
HOU 2012 49 9367 3965 2019
HOU 2013 49 9000 3751 1882
HOU 2014 55 8367 3558 1690
HOU 2015 50 8935 3668 1925
HOU 2016 25 5193 2068 1095
IND 1985 9 3118 1399 765
IND 1986 31 8451 3672 2139
IND 1987 40 8426 3420 2086
IND 1988 30 8644 3561 1932
IND 1989 42 8945 3518 2111
IND 1990 34 9062 3372 2017
IND 1991 42 9415 3518 2337
IND 1992 41 8838 3636 2251
IND 1993 38 8389 3547 2028
IND 1994 54 8272 3431 2053
IND 1995 50 8278 3271 1933
IND 1996 50 8050 3521 1855
IND 1997 45 7986 3369 1853
IND 1998 39 5098 2043 1192
IND 1999 53 7688 3240 1671
IND 2000 49 8233 3539 1816
IND 2001 46 7945 3631 1950
IND 2002 47 7756 3472 1777
IND 2003 48 7802 3625 1895
IND 2004 53 7169 3147 1607
IND 2005 44 7541 3264 1461
IND 2006 43 8231 3680 1819
IND 2007 33 8117 3536 1751
IND 2008 31 8381 3504 1804
IND 2009 35 8456 3526 1687
IND 2010 37 8261 3406 1771
IND 2011 26 5543 2428 1036
IND 2012 57 8929 4115 1774
IND 2013 56 7785 3627 1658
IND 2014 43 8106 3830 1702
IND 2015 44 8137 3581 1720
IND 2016 27 5090 2237 1095
LAC 1985 11 3457 1364 752
LAC 1986 25 8345 3181 1872
LAC 1987 16 8027 3245 1913
LAC 1988 19 8744 3749 2002
LAC 1989 21 8415 3364 2134
LAC 1990 31 8722 3695 2093
LAC 1991 36 8694 3786 2088
LAC 1992 44 8261 3405 2045
LAC 1993 37 8574 3479 2231
LAC 1994 20 8458 3506 2067
LAC 1995 24 8187 3146 1822
LAC 1996 29 7934 3203 1592
LAC 1997 31 8039 3379 1631
LAC 1998 11 5015 2084 1006
LAC 1999 18 7170 3166 1331
LAC 2000 16 7696 3535 1525
LAC 2001 36 7575 3410 1630
LAC 2002 36 7895 3538 1723
LAC 2003 28 7557 3472 1544
LAC 2004 28 7721 3405 1751
LAC 2005 40 7875 3551 1823
LAC 2006 45 8151 3512 1735
LAC 2007 36 7671 3389 1764
LAC 2008 21 7898 3365 1745
LAC 2009 25 7966 3268 1821
LAC 2010 25 7986 3535 1818
LAC 2011 23 5182 2142 1160
LAC 2012 64 9315 3931 2054
LAC 2013 52 8564 3543 1995
LAC 2014 58 8896 3453 2052
LAC 2015 55 8755 3583 2004
LAC 2016 32 5071 2012 1093
LAL 1985 25 3623 1397 915
LAL 1986 59 9273 3500 2352
LAL 1987 63 9323 3559 2317
LAL 1988 61 9564 3671 2394
LAL 1989 59 9043 3661 2201
LAL 1990 59 8934 3473 2192
LAL 1991 58 8815 3592 2087
LAL 1992 41 8087 3215 1742
LAL 1993 33 8608 3478 2084
LAL 1994 41 8203 3434 1957
LAL 1995 47 9033 3550 2203
LAL 1996 59 8351 3367 2046
LAL 1997 57 8290 3417 1866
LAL 1998 38 5493 2331 1269
LAL 1999 56 7871 3520 1726
LAL 2000 64 8606 3876 2047
LAL 2001 55 7700 3446 1757
LAL 2002 50 8639 3867 1993
LAL 2003 58 8034 3382 1872
LAL 2004 50 7861 3531 1774
LAL 2005 34 8233 3574 1731
LAL 2006 50 8572 3479 1864
LAL 2007 41 8455 3474 1841
LAL 2008 63 8928 3615 1996
LAL 2009 65 8772 3660 1916
LAL 2010 55 8542 3703 1764
LAL 2011 37 5361 2357 1166
LAL 2012 53 9046 4203 2020
LAL 2013 43 8458 3672 1875
LAL 2014 24 8558 3353 1973
LAL 2015 17 7984 3651 1660
LAL 2016 11 4789 2107 866
MEM 2001 9 2703 1226 652
MEM 2002 23 7593 3440 1834
MEM 2003 34 8110 3490 1952
MEM 2004 49 7775 3333 1834
MEM 2005 50 7421 3074 1600
MEM 2006 37 7969 3292 1600
MEM 2007 23 8293 3259 1711
MEM 2008 24 8269 3414 1506
MEM 2009 29 7873 3315 1472
MEM 2010 39 8389 3494 1584
MEM 2011 33 5296 2204 1111
MEM 2012 59 8630 3851 1821
MEM 2013 50 7848 3566 1768
MEM 2014 60 8208 3509 1855
MEM 2015 50 8177 3580 1789
MEM 2016 24 4847 2018 980
MIA 1988 3 2552 1162 577
MIA 1989 19 8372 3641 2005
MIA 1990 19 8288 3540 2007
MIA 1991 30 8500 3592 1851
MIA 1992 32 8173 3285 1720
MIA 1993 40 8383 3565 1659
MIA 1994 39 8696 3601 1919
MIA 1995 38 8183 3452 1693
MIA 1996 50 8010 3606 1786
MIA 1997 58 7812 3318 1760
MIA 1998 35 4986 2224 1159
MIA 1999 52 7181 3249 1703
MIA 2000 51 7824 3535 1836
MIA 2001 38 6883 3195 1604
MIA 2002 41 7306 3569 1638
MIA 2003 27 7183 3453 1511
MIA 2004 53 7794 3382 1713
MIA 2005 53 8274 3539 1715
MIA 2006 47 7918 3447 1665
MIA 2007 39 7874 3318 1700
MIA 2008 24 7471 3076 1623
MIA 2009 42 8070 3235 1632
MIA 2010 56 8457 3672 1673
MIA 2011 37 5341 2161 1050
MIA 2012 63 9069 3711 1883
MIA 2013 69 8686 3165 1981
MIA 2014 44 8267 3084 1753
MIA 2015 41 7645 3348 1586
MIA 2016 30 5198 2291 1097
MIL 1985 22 3957 1475 921
MIL 1986 54 8682 3396 1965
MIL 1987 46 8463 3266 1987
MIL 1988 42 8826 3454 2159
MIL 1989 49 9075 3399 2106
MIL 1990 50 8902 3470 2080
MIL 1991 41 8629 3231 2102
MIL 1992 28 8204 3276 1958
MIL 1993 25 8422 3289 2042
MIL 1994 21 7969 3203 1872
MIL 1995 35 8037 3242 1735
MIL 1996 30 8071 3314 1787
MIL 1997 32 7721 3164 1605
MIL 1998 22 5029 2111 1067
MIL 1999 45 7625 3155 1706
MIL 2000 41 8087 3377 1764
MIL 2001 54 8145 3430 1886
MIL 2002 36 8354 3518 1887
MIL 2003 44 8019 3291 1866
MIL 2004 35 7610 3226 1702
MIL 2005 37 8122 3468 1737
MIL 2006 40 8581 3403 1910
MIL 2007 23 7807 3245 1715
MIL 2008 30 8291 3624 1799
MIL 2009 31 7877 3171 1762
MIL 2010 46 7801 3520 1617
MIL 2011 25 5119 2217 1095
MIL 2012 45 9018 3914 2111
MIL 2013 29 8204 3651 1883
MIL 2014 25 8234 3428 1870
MIL 2015 37 8068 3471 1978
MIL 2016 20 4798 2048 1100
MIN 1989 6 2784 1116 659
MIN 1990 24 7530 3213 1763
MIN 1991 25 8253 3432 1930
MIN 1992 16 8016 3183 1988
MIN 1993 22 8396 3334 2069
MIN 1994 18 7612 3106 1857
MIN 1995 22 8000 3117 1840
MIN 1996 31 8147 3364 1897
MIN 1997 43 7983 3315 1963
MIN 1998 30 5386 2251 1345
MIN 1999 38 7255 3313 1919
MIN 2000 54 8446 3601 2242
MIN 2001 50 7944 3492 2112
MIN 2002 47 8189 3690 1967
MIN 2003 54 7914 3433 2046
MIN 2004 54 7592 3497 1795
MIN 2005 42 7747 3369 1873
MIN 2006 32 7643 3298 1746
MIN 2007 23 8059 3442 1808
MIN 2008 24 8007 3410 1692
MIN 2009 25 8182 3579 1671
MIN 2010 16 8315 3563 1661
MIN 2011 9 5185 2297 1046
MIN 2012 40 8750 3985 1823
MIN 2013 32 8560 3637 1970
MIN 2014 30 8428 3470 1914
MIN 2015 23 8369 3538 1807
MIN 2016 17 5094 1992 1205
NOH 2002 18 3100 1372 701
NOH 2003 49 7575 3569 1817
NOH 2004 23 6949 3270 1601
NOH 2005 28 7484 3331 1662
NOH 2006 38 7691 3416 1496
NOH 2007 47 8119 3584 1660
NOH 2008 55 7940 3205 1710
NOH 2009 44 8132 3396 1700
NOH 2010 42 8380 3417 1855
NOH 2011 29 4945 2088 1055
NOH 2012 26 8404 3777 1955
NOH 2013 34 7952 3477 1762
NOH 2014 36 8442 3528 1763
NOH 2015 39 8149 3509 1806
NOH 2016 20 5170 2158 1132
NYK 1985 11 3087 1309 696
NYK 1986 21 7976 3177 1846
NYK 1987 24 8304 3197 1930
NYK 1988 47 9201 3538 2035
NYK 1989 54 9289 3581 2101
NYK 1990 37 8608 3506 2162
NYK 1991 45 8353 3526 2117
NYK 1992 51 8289 3758 2137
NYK 1993 60 8156 3687 2085
NYK 1994 54 8284 3747 2110
NYK 1995 59 8194 3438 1958
NYK 1996 49 7913 3343 1880
NYK 1997 53 7743 3499 1796
NYK 1998 26 4846 2164 1156
NYK 1999 45 7061 3316 1536
NYK 2000 51 7499 3333 1551
NYK 2001 42 7267 3290 1584
NYK 2002 27 7335 3165 1684
NYK 2003 41 8314 3529 1919
NYK 2004 41 7419 3314 1599
NYK 2005 24 7781 3332 1571
NYK 2006 29 8479 3683 1594
NYK 2007 28 7444 3293 1398
NYK 2008 27 8356 3534 1713
NYK 2009 32 8718 3476 1754
NYK 2010 35 8592 3320 1777
NYK 2011 26 5676 2150 1141
NYK 2012 55 9146 3810 1857
NYK 2013 42 7969 3304 1586
NYK 2014 33 8443 3475 1755
NYK 2015 27 7569 3421 1691
NYK 2016 17 4831 2187 1015
OKC 2008 4 3089 1384 646
OKC 2009 37 8010 3473 1633
OKC 2010 55 8705 3608 1693
OKC 2011 37 5576 2314 1101
OKC 2012 66 9470 3977 1782
OKC 2013 61 8767 3749 1778
OKC 2014 50 8701 3724 1762
OKC 2015 52 8838 3933 1747
OKC 2016 32 5452 2419 1167
ORL 1989 9 3151 1345 681
ORL 1990 16 9109 3790 1980
ORL 1991 30 8406 3507 1739
ORL 1992 28 8036 3381 1767
ORL 1993 44 8952 3650 2078
ORL 1994 57 9062 3716 2186
ORL 1995 57 8774 3465 2142
ORL 1996 47 7858 3257 1899
ORL 1997 52 8193 3438 1801
ORL 1998 24 4649 2167 1087
ORL 1999 48 7438 3484 1681
ORL 2000 40 8072 3609 1732
ORL 2001 44 8356 3635 1850
ORL 2002 47 8281 3363 1792
ORL 2003 32 7783 3325 1607
ORL 2004 28 7523 3220 1510
ORL 2005 33 7831 3478 1512
ORL 2006 42 8350 3486 1606
ORL 2007 44 8211 3473 1651
ORL 2008 55 8368 3366 1615
ORL 2009 57 8209 3531 1579
ORL 2010 57 8498 3599 1660
ORL 2011 34 5296 2321 1086
ORL 2012 46 8721 3970 1940
ORL 2013 18 7829 3477 1805
ORL 2014 26 8200 3560 1783
ORL 2015 31 7792 3409 1725
ORL 2016 16 5136 2142 1205
PHI 1985 19 3381 1420 782
PHI 1986 51 8892 3610 1958
PHI 1987 41 8104 3275 1777
PHI 1988 39 9365 3687 2096
PHI 1989 46 8835 3426 1986
PHI 1990 57 9210 3632 1909
PHI 1991 38 8463 3386 1794
PHI 1992 30 8077 3226 1831
PHI 1993 28 8472 3531 1972
PHI 1994 25 8139 3357 1762
PHI 1995 19 7705 3300 1570
PHI 1996 21 7846 3392 1665
PHI 1997 21 8107 3526 1712
PHI 1998 24 5084 2269 1144
PHI 1999 45 7392 3572 1583
PHI 2000 53 7591 3471 1725
PHI 2001 47 7647 3757 1717
PHI 2002 50 7751 3589 1711
PHI 2003 43 7868 3391 1771
PHI 2004 32 7116 3275 1545
PHI 2005 45 8476 3502 1763
PHI 2006 31 7894 3206 1631
PHI 2007 41 7844 3410 1702
PHI 2008 39 7971 3488 1677
PHI 2009 37 8171 3325 1663
PHI 2010 31 8083 3452 1792
PHI 2011 30 5345 2220 1239
PHI 2012 47 8656 3950 2031
PHI 2013 29 7832 3462 1891
PHI 2014 14 7793 3406 1692
PHI 2015 17 7970 3685 1735
PHI 2016 7 4842 1953 1120
PHO 1985 10 3179 1309 801
PHO 1986 35 9164 3485 2321
PHO 1987 33 8495 3254 2185
PHO 1988 34 9340 3619 2370
PHO 1989 51 9393 3676 2190
PHO 1990 60 9844 3765 2226
PHO 1991 56 9303 3823 2220
PHO 1992 55 8866 3438 2064
PHO 1993 62 9322 3633 2162
PHO 1994 56 9121 3730 2336
PHO 1995 51 8794 3441 2084
PHO 1996 38 8545 3519 2023
PHO 1997 48 8319 3278 2061
PHO 1998 38 5438 2274 1446
PHO 1999 45 7714 3299 1984
PHO 2000 53 7801 3488 2005
PHO 2001 51 8158 3646 1971
PHO 2002 37 7544 3536 1777
PHO 2003 37 8032 3396 1715
PHO 2004 42 7862 3310 1608
PHO 2005 56 8893 3634 2027
PHO 2006 56 9118 3338 2181
PHO 2007 62 9204 3411 2223
PHO 2008 51 8727 3345 1944
PHO 2009 49 9513 3575 2049
PHO 2010 47 8726 3362 1862
PHO 2011 27 5651 2259 1306
PHO 2012 43 9251 3861 2114
PHO 2013 33 7800 3437 1720
PHO 2014 47 9139 3657 1697
PHO 2015 33 8375 3621 1674
PHO 2016 11 4672 2165 981
POR 1985 20 4000 1509 871
POR 1986 39 9082 3319 2168
POR 1987 47 9169 3454 2307
POR 1988 52 9428 3760 2217
POR 1989 42 9550 3889 2218
POR 1990 67 9813 4012 2267
POR 1991 55 8946 3657 2056
POR 1992 55 8677 3600 1950
POR 1993 51 9109 3901 2078
POR 1994 43 8517 3677 1954
POR 1995 43 8760 3901 1915
POR 1996 48 8204 3800 1740
POR 1997 51 7747 3465 1642
POR 1998 28 5058 2323 1197
POR 1999 57 7541 3497 1782
POR 2000 58 8166 3546 1939
POR 2001 42 7562 3319 1901
POR 2002 54 7983 3588 1946
POR 2003 47 7744 3397 1850
POR 2004 39 7179 3300 1630
POR 2005 24 7711 3365 1688
POR 2006 24 7630 3144 1523
POR 2007 37 7807 3251 1656
POR 2008 43 8012 3436 1717
POR 2009 55 8267 3512 1687
POR 2010 46 7894 3215 1693
POR 2011 34 5085 2039 1107
POR 2012 40 8907 3737 1870
POR 2013 43 8648 3622 1964
POR 2014 55 8720 3882 1893
POR 2015 39 8539 3826 1766
POR 2016 30 5081 2121 1022
SAC 1985 9 3340 1298 804
SAC 1986 36 8601 3472 2203
SAC 1987 28 9165 3734 2240
SAC 1988 23 8282 3499 1922
SAC 1989 28 8915 3621 2044
SAC 1990 22 8144 3325 2056
SAC 1991 27 8167 3277 1970
SAC 1992 31 8511 3375 1958
SAC 1993 23 8818 3414 2133
SAC 1994 35 8209 3473 1990
SAC 1995 41 8031 3403 1745
SAC 1996 35 8415 3644 1907
SAC 1997 32 7888 3374 1840
SAC 1998 16 4759 2133 1154
SAC 1999 44 7857 3542 1781
SAC 2000 47 8529 3677 1936
SAC 2001 58 8823 3915 1952
SAC 2002 61 8514 3621 1988
SAC 2003 57 8176 3493 2042
SAC 2004 52 8170 3310 2067
SAC 2005 44 8637 3453 2003
SAC 2006 45 8026 3358 1706
SAC 2007 31 8320 3166 1612
SAC 2008 35 8649 3412 1688
SAC 2009 23 8406 3268 1628
SAC 2010 17 7720 3422 1578
SAC 2011 19 5775 2525 1188
SAC 2012 32 9053 3870 1811
SAC 2013 27 8328 3381 1732
SAC 2014 31 8490 3807 1561
SAC 2015 28 8381 3608 1808
SAC 2016 21 5407 2212 1234
SAS 1985 19 3522 1374 907
SAS 1986 24 8713 3373 2128
SAS 1987 33 8655 3538 2175
SAS 1988 25 9327 3484 2300
SAS 1989 33 8506 3457 1992
SAS 1990 56 8738 3720 2076
SAS 1991 52 8963 3921 2193
SAS 1992 45 8353 3592 1949
SAS 1993 53 8648 3647 1983
SAS 1994 52 8108 3522 1806
SAS 1995 66 8883 3771 2006
SAS 1996 47 8071 3388 1959
SAS 1997 31 7727 3499 1763
SAS 1998 38 4856 2341 1181
SAS 1999 58 7603 3605 1785
SAS 2000 51 7737 3500 1746
SAS 2001 60 7904 3526 1741
SAS 2002 56 8054 3650 1659
SAS 2003 63 7798 3576 1724
SAS 2004 60 7621 3547 1717
SAS 2005 58 7865 3451 1688
SAS 2006 62 7955 3348 1799
SAS 2007 56 7837 3297 1749
SAS 2008 55 7955 3420 1738
SAS 2009 53 8027 3389 1753
SAS 2010 59 8622 3597 1896
SAS 2011 36 5518 2240 1167
SAS 2012 72 9925 4048 2281
SAS 2013 58 8297 3383 2011
SAS 2014 57 8780 3668 2092
SAS 2015 63 8457 3633 2031
SAS 2016 39 5021 2046 1157
TOR 1995 9 2938 1189 726
TOR 1996 22 7707 3309 1748
TOR 1997 24 7943 3349 1814
TOR 1998 12 5016 2162 1099
TOR 1999 40 7405 3480 1728
TOR 2000 43 7954 3588 1967
TOR 2001 48 7949 3598 1954
TOR 2002 34 7484 3391 1659
TOR 2003 32 7266 3316 1655
TOR 2004 27 7440 3319 1584
TOR 2005 31 8047 3166 1634
TOR 2006 32 8422 3248 1644
TOR 2007 51 8242 3332 1895
TOR 2008 36 8209 3213 1947
TOR 2009 37 8442 3399 1824
TOR 2010 35 8345 3291 1783
TOR 2011 12 5171 2109 1197
TOR 2012 33 8709 3888 1978
TOR 2013 37 7849 3312 1638
TOR 2014 58 8889 3564 1860
TOR 2015 45 8361 3536 1631
TOR 2016 36 5128 2097 939
UTA 1985 17 3619 1397 874
UTA 1986 44 8380 3467 2099
UTA 1987 39 8686 3600 2249
UTA 1988 50 8965 3674 2358
UTA 1989 53 8508 3521 2099
UTA 1990 55 8825 3499 2259
UTA 1991 54 8856 3491 2280
UTA 1992 54 8330 3406 2053
UTA 1993 49 8769 3493 2224
UTA 1994 52 8464 3415 2183
UTA 1995 61 8777 3361 2255
UTA 1996 57 8281 3390 2142
UTA 1997 61 8466 3349 2172
UTA 1998 43 5366 2119 1345
UTA 1999 55 7300 3174 1868
UTA 2000 57 8290 3445 2173
UTA 2001 49 7938 3446 2087
UTA 2002 45 7736 3417 1976
UTA 2003 47 7756 3411 2011
UTA 2004 36 7290 3321 1720
UTA 2005 29 7424 3362 1743
UTA 2006 49 8051 3496 1903
UTA 2007 46 8636 3501 2110
UTA 2008 56 8569 3363 2138
UTA 2009 47 8369 3291 2028
UTA 2010 57 8650 3456 2148
UTA 2011 18 5218 2110 1215
UTA 2012 50 9367 4117 2082
UTA 2013 38 8038 3483 1824
UTA 2014 26 7719 3316 1630
UTA 2015 41 7728 3582 1536
UTA 2016 26 5003 2226 1005
WAS 1997 16 3114 1372 772
WAS 1998 26 4855 2090 1128
WAS 1999 28 7336 3335 1686
WAS 2000 25 7916 3453 1773
WAS 2001 29 7618 3380 1630
WAS 2002 35 7681 3407 1711
WAS 2003 31 7247 3310 1555
WAS 2004 32 7781 3494 1573
WAS 2005 42 8241 3472 1505
WAS 2006 47 8753 3421 1593
WAS 2007 39 8232 3412 1642
WAS 2008 34 8048 3351 1654
WAS 2009 23 8007 3367 1568
WAS 2010 24 7889 3369 1623
WAS 2011 15 5247 2259 1024
WAS 2012 24 8417 3874 1782
WAS 2013 39 7948 3494 1862
WAS 2014 52 8571 3616 2025
WAS 2015 38 8018 3540 1898
WAS 2016 27 5490 2210 1305
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index.htm+csv

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new

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修改原点后的版本

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更改配色

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