创建中的R的连续热图(Creating a continuous heat map in R)

2019-06-26 09:12发布

我有一系列的X和Y坐标,每个重视他们的距离。 我想创建显示的平均距离为x和y的范围为热图内的每一个点的热图。 由于点不彼此均匀的格子状隔开的,该方法将需要某种类型的平滑函数即簇的数据,并计算平均每个点的附近,然后表示平均有彩色的。

到目前为止,使用ggplot2 ,我只能找类似的方法stat_density2dgeom_tile ,只显示点的密度和较均匀分布的点工作(据我可以告诉)。

理想情况下,将遵循相同的原则,这一形象:

在其中的颜色是基于在附近的给定的点,即使点的密度和位置是不均匀的分配。

我不想创建以矩阵形式这样的形象的热图:

在其中一个表是颜色编码的。 相反,我想创建使用非均匀分布的x和y坐标,在效果,显示限制在其中数据被分成无限多的矩形连续的热图。 这可能不是由函数使用的实际方法,但它提供了一个总体思路,以什么我要找的。

下面是一些示例数据:

data=data.frame(x=c(1,1,2,2,3,4,5,6,7,7,8,9),
  y=c(2,4,5,1,3,8,4,8,1,1,6,9),
  distance=c(66,84,93,76,104,29,70,19,60,50,46,36))

我怎样才能使与距离覆盖数的整个范围,如提供在第一环节的情节色标热图?

任何帮助是极大的赞赏!

Answer 1:

为了产生连续的地图不规则隔开的坐标,你首先需要intrapolate规则网格(这里使用功能interpakima ):

require(akima)
data <- data.frame(x=c(1,1,2,2,3,4,5,6,7,7,8,9),
                   y=c(2,4,5,1,3,8,4,8,1,1,6,9),
                   distance=c(66,84,93,76,104,29,70,19,60,50,46,36))
resolution <- 0.1 # you can increase the resolution by decreasing this number (warning: the resulting dataframe size increase very quickly)
a <- interp(x=data$x, y=data$y, z=data$distance, 
            xo=seq(min(data$x),max(data$x),by=resolution), 
            yo=seq(min(data$y),max(data$y),by=resolution), duplicate="mean")
image(a) #you can of course modify the color palette and the color categories. See ?image for more explanation

或者你也可以使用,用于绘制本身,功能filled.contour

filled.contour(a, color.palette=heat.colors)



Answer 2:

这里有,使用GGPLOT2产生热图用户编写的函数:

http://www.r-bloggers.com/ggheat-a-ggplot2-style-heatmap-function/

他们的榜样形象:

如果你想要的是一个地形图作为你的榜样,有很多对于工具(只是在“地形图”进行搜索。

最后,还有的isarithmic地图,这只是表明,你需要明确,如果你想要一些平滑纳入你想要做什么: http://dsparks.wordpress.com/2011/10/24/isarithmic-maps -of-民意数据/



Answer 3:

ggplot2::ggfluctuation(data, type="colour")

我不能给出所有这些数据,但head下面是在dput结构。

structure(list(X1 = 236:241, HomeTeam = structure(c(8L, 19L, 
37L, 4L, 6L, 15L), .Label = c("Arizona Cardinals", "Atlanta Falcons", 
"Baltimore Ravens", "Buffalo Bills", "Carolina Panthers", "Chicago Bears", 
"Cincinnati Bengals", "Cleveland Browns", "Dallas Cowboys", "Denver Broncos", 
"Detroit Lions", "Green Bay Packers", "Houston Oilers", "Houston Texans", 
"Indianapolis Colts", "Jacksonville Jaguars", "Kansas City Chiefs", 
"Los Angeles Raiders", "Los Angeles Rams", "Miami Dolphins", 
"Minnesota Vikings", "New England Patriots", "New Orleans Saints", 
"New York Giants", "New York Jets", "Oakland Raiders", "Philadelphia Eagles", 
"Phoenix Cardinals", "Pittsburgh Steelers", "San Diego Chargers", 
"San Francisco 49ers", "Seattle Seahawks", "St. Louis Rams", 
"Tampa Bay Buccaneers", "Tennessee Oilers", "Tennessee Titans", 
"Washington Redskins"), class = "factor"), AwayTeam = structure(c(9L, 
28L, 11L, 20L, 21L, 22L), .Label = c("Arizona Cardinals", "Atlanta Falcons", 
"Baltimore Ravens", "Buffalo Bills", "Carolina Panthers", "Chicago Bears", 
"Cincinnati Bengals", "Cleveland Browns", "Dallas Cowboys", "Denver Broncos", 
"Detroit Lions", "Green Bay Packers", "Houston Oilers", "Houston Texans", 
"Indianapolis Colts", "Jacksonville Jaguars", "Kansas City Chiefs", 
"Los Angeles Raiders", "Los Angeles Rams", "Miami Dolphins", 
"Minnesota Vikings", "New England Patriots", "New Orleans Saints", 
"New York Giants", "New York Jets", "Oakland Raiders", "Philadelphia Eagles", 
"Phoenix Cardinals", "Pittsburgh Steelers", "San Diego Chargers", 
"San Francisco 49ers", "Seattle Seahawks", "St. Louis Rams", 
"Tampa Bay Buccaneers", "Tennessee Oilers", "Tennessee Titans", 
"Washington Redskins"), class = "factor"), Date = structure(c(45L, 
45L, 45L, 45L, 45L, 45L), .Label = c("1990-09-09", "1990-09-10", 
"1990-09-16", "1990-09-17", "1990-09-23", "1990-09-24", "1990-09-30", 
"1990-10-01", "1990-10-07", "1990-10-08", "1990-10-14", "1990-10-15", 
"1990-10-18", "1990-10-21", "1990-10-22", "1990-10-28", "1990-10-29", 
"1990-11-04", "1990-11-05", "1990-11-11", "1990-11-12", "1990-11-18", 
"1990-11-19", "1990-11-22", "1990-11-25", "1990-11-26", "1990-12-02", 
"1990-12-03", "1990-12-09", "1990-12-10", "1990-12-15", "1990-12-16", 
"1990-12-17", "1990-12-22", "1990-12-23", "1990-12-29", "1990-12-30", 
"1990-12-31", "1991-01-05", "1991-01-06", "1991-01-12", "1991-01-13", 
"1991-01-20", "1991-01-27", "1991-09-01", "1991-09-02", "1991-09-08", 
"1991-09-09", "1991-09-15", "1991-09-16", "1991-09-22", "1991-09-23", 
"1991-09-29", "1991-09-30", "1991-10-06", "1991-10-07", "1991-10-13", 
"1991-10-14", "1991-10-17", "1991-10-20", "1991-10-21", "1991-10-27", 
"1991-10-28", "1991-11-03", "1991-11-04", "1991-11-10", "1991-11-11", 
"1991-11-17", "1991-11-18", "1991-11-24", "1991-11-25", "1991-11-28", 
"1991-12-01", "1991-12-02", "1991-12-08", "1991-12-09", "1991-12-14", 
"1991-12-15", "1991-12-16", "1991-12-21", "1991-12-22", "1991-12-23", 
"1991-12-28", "1991-12-29", "1992-01-04", "1992-01-05", "1992-01-12", 
"1992-01-26", "1992-09-06", "1992-09-07", "1992-09-13", "1992-09-14", 
"1992-09-20", "1992-09-21", "1992-09-27", "1992-09-28", "1992-10-04", 
"1992-10-05", "1992-10-11", "1992-10-12", "1992-10-15", "1992-10-18", 
"1992-10-19", "1992-10-25", "1992-10-26", "1992-11-01", "1992-11-02", 
"1992-11-08", "1992-11-09", "1992-11-15", "1992-11-16", "1992-11-22", 
"1992-11-23", "1992-11-26", "1992-11-29", "1992-11-30", "1992-12-03", 
"1992-12-06", "1992-12-07", "1992-12-12", "1992-12-13", "1992-12-14", 
"1992-12-19", "1992-12-20", "1992-12-21", "1992-12-26", "1992-12-27", 
"1992-12-28", "1993-01-02", "1993-01-03", "1993-01-09", "1993-01-10", 
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"1993-10-17", "1993-10-18", "1993-10-24", "1993-10-25", "1993-10-31", 
"1993-11-01", "1993-11-07", "1993-11-08", "1993-11-14", "1993-11-15", 
"1993-11-21", "1993-11-22", "1993-11-25", "1993-11-28", "1993-11-29", 
"1993-12-05", "1993-12-06", "1993-12-11", "1993-12-12", "1993-12-13", 
"1993-12-18", "1993-12-19", "1993-12-20", "1993-12-25", "1993-12-26", 
"1993-12-27", "1993-12-31", "1994-01-02", "1994-01-03", "1994-01-08", 
"1994-01-09", "1994-01-15", "1994-01-16", "1994-01-23", "1994-01-30", 
"1994-09-04", "1994-09-05", "1994-09-11", "1994-09-12", "1994-09-18", 
"1994-09-19", "1994-09-25", "1994-09-26", "1994-10-02", "1994-10-03", 
"1994-10-09", "1994-10-10", "1994-10-13", "1994-10-16", "1994-10-17", 
"1994-10-20", "1994-10-23", "1994-10-24", "1994-10-30", "1994-10-31", 
"1994-11-06", "1994-11-07", "1994-11-13", "1994-11-14", "1994-11-20", 
"1994-11-21", "1994-11-24", "1994-11-27", "1994-11-28", "1994-12-01", 
"1994-12-04", "1994-12-05", "1994-12-10", "1994-12-11", "1994-12-12", 
"1994-12-17", "1994-12-18", "1994-12-19", "1994-12-24", "1994-12-25", 
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"1995-01-15", "1995-01-29", "1995-09-03", "1995-09-04", "1995-09-10", 
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"1995-10-15", "1995-10-16", "1995-10-19", "1995-10-22", "1995-10-23", 
"1995-10-29", "1995-10-30", "1995-11-05", "1995-11-06", "1995-11-12", 
"1995-11-13", "1995-11-19", "1995-11-20", "1995-11-23", "1995-11-26", 
"1995-11-27", "1995-11-30", "1995-12-03", "1995-12-04", "1995-12-09", 
"1995-12-10", "1995-12-11", "1995-12-16", "1995-12-17", "1995-12-18", 
"1995-12-23", "1995-12-24", "1995-12-25", "1995-12-30", "1995-12-31", 
"1996-01-06", "1996-01-07", "1996-01-14", "1996-01-28", "1996-09-01", 
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"1996-10-07", "1996-10-13", "1996-10-14", "1996-10-17", "1996-10-20", 
"1996-10-21", "1996-10-27", "1996-10-28", "1996-11-03", "1996-11-04", 
"1996-11-10", "1996-11-11", "1996-11-17", "1996-11-18", "1996-11-24", 
"1996-11-25", "1996-11-28", "1996-12-01", "1996-12-02", "1996-12-05", 
"1996-12-08", "1996-12-09", "1996-12-14", "1996-12-15", "1996-12-16", 
"1996-12-21", "1996-12-22", "1996-12-23", "1996-12-28", "1996-12-29", 
"1997-01-04", "1997-01-05", "1997-01-12", "1997-01-26", "1997-08-31", 
"1997-09-01", "1997-09-07", "1997-09-08", "1997-09-14", "1997-09-15", 
"1997-09-21", "1997-09-22", "1997-09-28", "1997-09-29", "1997-10-05", 
"1997-10-06", "1997-10-12", "1997-10-13", "1997-10-16", "1997-10-19", 
"1997-10-20", "1997-10-26", "1997-10-27", "1997-11-02", "1997-11-03", 
"1997-11-09", "1997-11-10", "1997-11-16", "1997-11-17", "1997-11-23", 
"1997-11-24", "1997-11-27", "1997-11-30", "1997-12-01", "1997-12-04", 
"1997-12-07", "1997-12-08", "1997-12-13", "1997-12-14", "1997-12-15", 
"1997-12-20", "1997-12-21", "1997-12-22", "1997-12-27", "1997-12-28", 
"1998-01-03", "1998-01-04", "1998-01-11", "1998-01-25", "1998-09-06", 
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"1998-10-12", "1998-10-15", "1998-10-18", "1998-10-19", "1998-10-25", 
"1998-10-26", "1998-11-01", "1998-11-02", "1998-11-08", "1998-11-09", 
"1998-11-15", "1998-11-16", "1998-11-22", "1998-11-23", "1998-11-26", 
"1998-11-29", "1998-11-30", "1998-12-03", "1998-12-06", "1998-12-07", 
"1998-12-13", "1998-12-14", "1998-12-19", "1998-12-20", "1998-12-21", 
"1998-12-26", "1998-12-27", "1998-12-28", "1999-01-02", "1999-01-03", 
"1999-01-09", "1999-01-10", "1999-01-17", "1999-01-31", "1999-09-12", 
"1999-09-13", "1999-09-19", "1999-09-20", "1999-09-26", "1999-09-27", 
"1999-10-03", "1999-10-04", "1999-10-10", "1999-10-11", "1999-10-17", 
"1999-10-18", "1999-10-21", "1999-10-24", "1999-10-25", "1999-10-31", 
"1999-11-01", "1999-11-07", "1999-11-08", "1999-11-14", "1999-11-15", 
"1999-11-21", "1999-11-22", "1999-11-25", "1999-11-28", "1999-11-29", 
"1999-12-02", "1999-12-05", "1999-12-06", "1999-12-09", "1999-12-12", 
"1999-12-13", "1999-12-18", "1999-12-19", "1999-12-20", "1999-12-24", 
"1999-12-25", "1999-12-26", "1999-12-27", "2000-01-02", "2000-01-03", 
"2000-01-08", "2000-01-09", "2000-01-15", "2000-01-16", "2000-01-23", 
"2000-01-30", "2000-09-03", "2000-09-04", "2000-09-10", "2000-09-11", 
"2000-09-17", "2000-09-18", "2000-09-24", "2000-09-25", "2000-10-01", 
"2000-10-02", "2000-10-08", "2000-10-09", "2000-10-15", "2000-10-16", 
"2000-10-19", "2000-10-22", "2000-10-23", "2000-10-29", "2000-10-30", 
"2000-11-05", "2000-11-06", "2000-11-12", "2000-11-13", "2000-11-19", 
"2000-11-20", "2000-11-23", "2000-11-26", "2000-11-27", "2000-11-30", 
"2000-12-03", "2000-12-04", "2000-12-10", "2000-12-11", "2000-12-16", 
"2000-12-17", "2000-12-18", "2000-12-23", "2000-12-24", "2000-12-25", 
"2000-12-30", "2000-12-31", "2001-01-06", "2001-01-07", "2001-01-14", 
"2001-01-28", "2001-09-09", "2001-09-10", "2001-09-23", "2001-09-24", 
"2001-09-30", "2001-10-01", "2001-10-07", "2001-10-08", "2001-10-14", 
"2001-10-15", "2001-10-18", "2001-10-21", "2001-10-22", "2001-10-25", 
"2001-10-28", "2001-10-29", "2001-11-04", "2001-11-05", "2001-11-11", 
"2001-11-12", "2001-11-18", "2001-11-19", "2001-11-22", "2001-11-25", 
"2001-11-26", "2001-11-29", "2001-12-02", "2001-12-03", "2001-12-09", 
"2001-12-10", "2001-12-15", "2001-12-16", "2001-12-17", "2001-12-22", 
"2001-12-23", "2001-12-29", "2001-12-30", "2002-01-06", "2002-01-07", 
"2002-01-12", "2002-01-13", "2002-01-19", "2002-01-20", "2002-01-27", 
"2002-02-03", "2002-09-05", "2002-09-08", "2002-09-09", "2002-09-15", 
"2002-09-16", "2002-09-22", "2002-09-23", "2002-09-29", "2002-09-30", 
"2002-10-06", "2002-10-07", "2002-10-13", "2002-10-14", "2002-10-20", 
"2002-10-21", "2002-10-27", "2002-10-28", "2002-11-03", "2002-11-04", 
"2002-11-10", "2002-11-11", "2002-11-17", "2002-11-18", "2002-11-24", 
"2002-11-25", "2002-11-28", "2002-12-01", "2002-12-02", "2002-12-08", 
"2002-12-09", "2002-12-15", "2002-12-16", "2002-12-21", "2002-12-22", 
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"2003-01-05", "2003-01-11", "2003-01-12", "2003-01-19", "2003-01-26", 
"2003-09-04", "2003-09-07", "2003-09-08", "2003-09-14", "2003-09-15", 
"2003-09-21", "2003-09-22", "2003-09-28", "2003-09-29", "2003-10-05", 
"2003-10-06", "2003-10-12", "2003-10-13", "2003-10-19", "2003-10-20", 
"2003-10-26", "2003-10-27", "2003-11-02", "2003-11-03", "2003-11-09", 
"2003-11-10", "2003-11-16", "2003-11-17", "2003-11-23", "2003-11-24", 
"2003-11-27", "2003-11-30", "2003-12-01", "2003-12-07", "2003-12-08", 
"2003-12-14", "2003-12-15", "2003-12-20", "2003-12-21", "2003-12-22", 
"2003-12-27", "2003-12-28", "2004-01-03", "2004-01-04", "2004-01-10", 
"2004-01-11", "2004-01-18", "2004-02-01", "2004-09-09", "2004-09-11", 
"2004-09-12", "2004-09-13", "2004-09-19", "2004-09-20", "2004-09-26", 
"2004-09-27", "2004-10-03", "2004-10-04", "2004-10-10", "2004-10-11", 
"2004-10-17", "2004-10-18", "2004-10-24", "2004-10-25", "2004-10-31", 
"2004-11-01", "2004-11-07", "2004-11-08", "2004-11-14", "2004-11-15", 
"2004-11-21", "2004-11-22", "2004-11-25", "2004-11-28", "2004-11-29", 
"2004-12-05", "2004-12-06", "2004-12-12", "2004-12-13", "2004-12-18", 
"2004-12-19", "2004-12-20", "2004-12-24", "2004-12-25", "2004-12-26", 
"2004-12-27", "2005-01-02", "2005-01-08", "2005-01-09", "2005-01-15", 
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"2005-10-17", "2005-10-21", "2005-10-23", "2005-10-24", "2005-10-30", 
"2005-10-31", "2005-11-06", "2005-11-07", "2005-11-13", "2005-11-14", 
"2005-11-20", "2005-11-21", "2005-11-24", "2005-11-27", "2005-11-28", 
"2005-12-04", "2005-12-05", "2005-12-11", "2005-12-12", "2005-12-17", 
"2005-12-18", "2005-12-19", "2005-12-24", "2005-12-25", "2005-12-26", 
"2005-12-31", "2006-01-01", "2006-01-07", "2006-01-08", "2006-01-14", 
"2006-01-15", "2006-01-22", "2006-02-05", "2006-09-07", "2006-09-10", 
"2006-09-11", "2006-09-17", "2006-09-18", "2006-09-24", "2006-09-25", 
"2006-10-01", "2006-10-02", "2006-10-08", "2006-10-09", "2006-10-15", 
"2006-10-16", "2006-10-22", "2006-10-23", "2006-10-29", "2006-10-30", 
"2006-11-05", "2006-11-06", "2006-11-12", "2006-11-13", "2006-11-19", 
"2006-11-20", "2006-11-23", "2006-11-26", "2006-11-27", "2006-11-30", 
"2006-12-03", "2006-12-04", "2006-12-07", "2006-12-10", "2006-12-11", 
"2006-12-14", "2006-12-16", "2006-12-17", "2006-12-18", "2006-12-21", 
"2006-12-23", "2006-12-24", "2006-12-25", "2006-12-30", "2006-12-31", 
"2007-01-06", "2007-01-07", "2007-01-13", "2007-01-14", "2007-01-21", 
"2007-02-04", "2007-09-06", "2007-09-09", "2007-09-10", "2007-09-16", 
"2007-09-17", "2007-09-23", "2007-09-24", "2007-09-30", "2007-10-01", 
"2007-10-07", "2007-10-08", "2007-10-14", "2007-10-15", "2007-10-21", 
"2007-10-22", "2007-10-28", "2007-10-29", "2007-11-04", "2007-11-05", 
"2007-11-11", "2007-11-12", "2007-11-18", "2007-11-19", "2007-11-22", 
"2007-11-25", "2007-11-26", "2007-11-29", "2007-12-02", "2007-12-03", 
"2007-12-06", "2007-12-09", "2007-12-10", "2007-12-13", "2007-12-15", 
"2007-12-16", "2007-12-17", "2007-12-20", "2007-12-22", "2007-12-23", 
"2007-12-24", "2007-12-29", "2007-12-30", "2008-01-05", "2008-01-06", 
"2008-01-12", "2008-01-13", "2008-01-20", "2008-02-03", "2008-09-04", 
"2008-09-07", "2008-09-08", "2008-09-14", "2008-09-15", "2008-09-21", 
"2008-09-22", "2008-09-28", "2008-09-29", "2008-10-05", "2008-10-06", 
"2008-10-12", "2008-10-13", "2008-10-19", "2008-10-20", "2008-10-26", 
"2008-10-27", "2008-11-02", "2008-11-03", "2008-11-06", "2008-11-09", 
"2008-11-10", "2008-11-13", "2008-11-16", "2008-11-17", "2008-11-20", 
"2008-11-23", "2008-11-24", "2008-11-27", "2008-11-30", "2008-12-01", 
"2008-12-04", "2008-12-07", "2008-12-08", "2008-12-11", "2008-12-14", 
"2008-12-15", "2008-12-18", "2008-12-20", "2008-12-21", "2008-12-22", 
"2008-12-28", "2009-01-03", "2009-01-04", "2009-01-10", "2009-01-11", 
"2009-01-18", "2009-02-01", "2009-09-10", "2009-09-13", "2009-09-14", 
"2009-09-20", "2009-09-21", "2009-09-27", "2009-09-28", "2009-10-04", 
"2009-10-05", "2009-10-11", "2009-10-12", "2009-10-18", "2009-10-19", 
"2009-10-25", "2009-10-26", "2009-11-01", "2009-11-02", "2009-11-08", 
"2009-11-09", "2009-11-12", "2009-11-15", "2009-11-16", "2009-11-19", 
"2009-11-22", "2009-11-23", "2009-11-26", "2009-11-29", "2009-11-30", 
"2009-12-03", "2009-12-06", "2009-12-07", "2009-12-10", "2009-12-13", 
"2009-12-14", "2009-12-17", "2009-12-19", "2009-12-20", "2009-12-21", 
"2009-12-25", "2009-12-27", "2009-12-28", "2010-01-03", "2010-01-09", 
"2010-01-10", "2010-01-16", "2010-01-17", "2010-01-24", "2010-02-07", 
"2010-09-09", "2010-09-12", "2010-09-13", "2010-09-19", "2010-09-20", 
"2010-09-26", "2010-09-27", "2010-10-03", "2010-10-04", "2010-10-10", 
"2010-10-11", "2010-10-17", "2010-10-18", "2010-10-24", "2010-10-25", 
"2010-10-31", "2010-11-01", "2010-11-07", "2010-11-08", "2010-11-11", 
"2010-11-14", "2010-11-15", "2010-11-18", "2010-11-21", "2010-11-22", 
"2010-11-25", "2010-11-28", "2010-11-29", "2010-12-02", "2010-12-05", 
"2010-12-06", "2010-12-09", "2010-12-12", "2010-12-13", "2010-12-16", 
"2010-12-19", "2010-12-20", "2010-12-23", "2010-12-25", "2010-12-26", 
"2010-12-27", "2010-12-28", "2011-01-02", "2011-01-08", "2011-01-09", 
"2011-01-15", "2011-01-16", "2011-01-23", "2011-02-06"), class = "factor"), 
    Season = c(1991, 1991, 1991, 1991, 1991, 1991), HomeRecord = structure(c(1L, 
    1L, 17L, 17L, 17L, 1L), .Label = c("(0-1-0)", "(0-10-0)", 
    "(0-11-0)", "(0-12-0)", "(0-13-0)", "(0-14-0)", "(0-15-0)", 
    "(0-16-0)", "(0-2-0)", "(0-3-0)", "(0-4-0)", "(0-5-0)", "(0-6-0)", 
    "(0-7-0)", "(0-8-0)", "(0-9-0)", "(1-0-0)", "(1-1-0)", "(1-10-0)", 
    "(1-10-1)", "(1-11-0)", "(1-11-1)", "(1-12-0)", "(1-13-0)", 
    "(1-14-0)", "(1-15-0)", "(1-2-0)", "(1-3-0)", "(1-4-0)", 
    "(1-5-0)", "(1-6-0)", "(1-7-0)", "(1-8-0)", "(1-8-1)", "(1-9-0)", 
    "(1-9-1)", "(10-0-0)", "(10-1-0)", "(10-2-0)", "(10-3-0)", 
    "(10-4-0)", "(10-5-0)", "(10-5-1)", "(10-6-0)", "(10-6-1)", 
    "(10-7-0)", "(10-7-1)", "(10-8-0)", "(11-0-0)", "(11-1-0)", 
    "(11-2-0)", "(11-3-0)", "(11-4-0)", "(11-5-0)", "(11-5-1)", 
    "(11-6-0)", "(11-6-1)", "(11-7-0)", "(11-7-1)", "(11-8-0)", 
    "(12-0-0)", "(12-1-0)", "(12-2-0)", "(12-3-0)", "(12-4-0)", 
    "(12-5-0)", "(12-6-0)", "(12-7-0)", "(12-8-0)", "(13-0-0)", 
    "(13-1-0)", "(13-2-0)", "(13-3-0)", "(13-4-0)", "(13-5-0)", 
    "(13-6-0)", "(14-0-0)", "(14-1-0)", "(14-2-0)", "(14-3-0)", 
    "(14-4-0)", "(14-5-0)", "(14-6-0)", "(15-0-0)", "(15-1-0)", 
    "(15-2-0)", "(15-3-0)", "(15-4-0)", "(15-5-0)", "(16-0-0)", 
    "(16-1-0)", "(16-2-0)", "(16-3-0)", "(16-4-0)", "(17-0-0)", 
    "(17-2-0)", "(18-0-0)", "(18-1-0)", "(2-0-0)", "(2-1-0)", 
    "(2-10-0)", "(2-11-0)", "(2-11-1)", "(2-12-0)", "(2-13-0)", 
    "(2-14-0)", "(2-2-0)", "(2-3-0)", "(2-4-0)", "(2-5-0)", "(2-6-0)", 
    "(2-7-0)", "(2-8-0)", "(2-9-0)", "(3-0-0)", "(3-1-0)", "(3-10-0)", 
    "(3-11-0)", "(3-11-1)", "(3-12-0)", "(3-13-0)", "(3-2-0)", 
    "(3-3-0)", "(3-4-0)", "(3-5-0)", "(3-6-0)", "(3-7-0)", "(3-8-0)", 
    "(3-9-0)", "(4-0-0)", "(4-1-0)", "(4-10-0)", "(4-11-0)", 
    "(4-11-1)", "(4-12-0)", "(4-2-0)", "(4-3-0)", "(4-4-0)", 
    "(4-5-0)", "(4-6-0)", "(4-6-1)", "(4-7-0)", "(4-7-1)", "(4-8-0)", 
    "(4-8-1)", "(4-9-0)", "(5-0-0)", "(5-1-0)", "(5-10-0)", "(5-11-0)", 
    "(5-2-0)", "(5-3-0)", "(5-3-1)", "(5-4-0)", "(5-4-1)", "(5-5-0)", 
    "(5-5-1)", "(5-6-0)", "(5-6-1)", "(5-7-0)", "(5-8-0)", "(5-8-1)", 
    "(5-9-0)", "(6-0-0)", "(6-1-0)", "(6-10-0)", "(6-2-0)", "(6-3-0)", 
    "(6-3-1)", "(6-4-0)", "(6-4-1)", "(6-5-0)", "(6-5-1)", "(6-6-0)", 
    "(6-6-1)", "(6-7-0)", "(6-7-1)", "(6-8-0)", "(6-8-1)", "(6-9-0)", 
    "(6-9-1)", "(7-0-0)", "(7-1-0)", "(7-2-0)", "(7-3-0)", "(7-3-1)", 
    "(7-4-0)", "(7-4-1)", "(7-5-0)", "(7-5-1)", "(7-6-0)", "(7-6-1)", 
    "(7-7-0)", "(7-7-1)", "(7-8-0)", "(7-9-0)", "(8-0-0)", "(8-1-0)", 
    "(8-10-0)", "(8-2-0)", "(8-3-0)", "(8-3-1)", "(8-4-0)", "(8-4-1)", 
    "(8-5-0)", "(8-5-1)", "(8-6-0)", "(8-6-1)", "(8-7-0)", "(8-7-1)", 
    "(8-8-0)", "(8-9-0)", "(9-0-0)", "(9-1-0)", "(9-2-0)", "(9-3-0)", 
    "(9-4-0)", "(9-5-0)", "(9-5-1)", "(9-6-0)", "(9-6-1)", "(9-7-0)", 
    "(9-8-0)", "(9-9-0)"), class = "factor"), AwayRecord = structure(c(17L, 
    17L, 1L, 1L, 1L, 17L), .Label = c("(0-1-0)", "(0-10-0)", 
    "(0-11-0)", "(0-12-0)", "(0-13-0)", "(0-14-0)", "(0-15-0)", 
    "(0-16-0)", "(0-2-0)", "(0-3-0)", "(0-4-0)", "(0-5-0)", "(0-6-0)", 
    "(0-7-0)", "(0-8-0)", "(0-9-0)", "(1-0-0)", "(1-1-0)", "(1-10-0)", 
    "(1-10-1)", "(1-11-0)", "(1-11-1)", "(1-12-0)", "(1-13-0)", 
    "(1-14-0)", "(1-15-0)", "(1-2-0)", "(1-3-0)", "(1-4-0)", 
    "(1-5-0)", "(1-6-0)", "(1-7-0)", "(1-8-0)", "(1-8-1)", "(1-9-0)", 
    "(1-9-1)", "(10-0-0)", "(10-1-0)", "(10-2-0)", "(10-3-0)", 
    "(10-4-0)", "(10-5-0)", "(10-5-1)", "(10-6-0)", "(10-6-1)", 
    "(10-7-0)", "(10-7-1)", "(10-8-0)", "(11-0-0)", "(11-1-0)", 
    "(11-2-0)", "(11-3-0)", "(11-4-0)", "(11-5-0)", "(11-5-1)", 
    "(11-6-0)", "(11-6-1)", "(11-7-0)", "(11-7-1)", "(11-8-0)", 
    "(12-0-0)", "(12-1-0)", "(12-2-0)", "(12-3-0)", "(12-4-0)", 
    "(12-5-0)", "(12-6-0)", "(12-7-0)", "(12-8-0)", "(13-0-0)", 
    "(13-1-0)", "(13-2-0)", "(13-3-0)", "(13-4-0)", "(13-5-0)", 
    "(13-6-0)", "(14-0-0)", "(14-1-0)", "(14-2-0)", "(14-3-0)", 
    "(14-4-0)", "(14-5-0)", "(14-6-0)", "(15-0-0)", "(15-1-0)", 
    "(15-2-0)", "(15-3-0)", "(15-4-0)", "(15-5-0)", "(16-0-0)", 
    "(16-1-0)", "(16-2-0)", "(16-3-0)", "(16-4-0)", "(17-0-0)", 
    "(17-2-0)", "(18-0-0)", "(18-1-0)", "(2-0-0)", "(2-1-0)", 
    "(2-10-0)", "(2-11-0)", "(2-11-1)", "(2-12-0)", "(2-13-0)", 
    "(2-14-0)", "(2-2-0)", "(2-3-0)", "(2-4-0)", "(2-5-0)", "(2-6-0)", 
    "(2-7-0)", "(2-8-0)", "(2-9-0)", "(3-0-0)", "(3-1-0)", "(3-10-0)", 
    "(3-11-0)", "(3-11-1)", "(3-12-0)", "(3-13-0)", "(3-2-0)", 
    "(3-3-0)", "(3-4-0)", "(3-5-0)", "(3-6-0)", "(3-7-0)", "(3-8-0)", 
    "(3-9-0)", "(4-0-0)", "(4-1-0)", "(4-10-0)", "(4-11-0)", 
    "(4-11-1)", "(4-12-0)", "(4-2-0)", "(4-3-0)", "(4-4-0)", 
    "(4-5-0)", "(4-6-0)", "(4-6-1)", "(4-7-0)", "(4-7-1)", "(4-8-0)", 
    "(4-8-1)", "(4-9-0)", "(5-0-0)", "(5-1-0)", "(5-10-0)", "(5-11-0)", 
    "(5-2-0)", "(5-3-0)", "(5-3-1)", "(5-4-0)", "(5-4-1)", "(5-5-0)", 
    "(5-5-1)", "(5-6-0)", "(5-6-1)", "(5-7-0)", "(5-8-0)", "(5-8-1)", 
    "(5-9-0)", "(6-0-0)", "(6-1-0)", "(6-10-0)", "(6-2-0)", "(6-3-0)", 
    "(6-3-1)", "(6-4-0)", "(6-4-1)", "(6-5-0)", "(6-5-1)", "(6-6-0)", 
    "(6-6-1)", "(6-7-0)", "(6-7-1)", "(6-8-0)", "(6-8-1)", "(6-9-0)", 
    "(6-9-1)", "(7-0-0)", "(7-1-0)", "(7-2-0)", "(7-3-0)", "(7-3-1)", 
    "(7-4-0)", "(7-4-1)", "(7-5-0)", "(7-5-1)", "(7-6-0)", "(7-6-1)", 
    "(7-7-0)", "(7-7-1)", "(7-8-0)", "(7-9-0)", "(8-0-0)", "(8-1-0)", 
    "(8-10-0)", "(8-2-0)", "(8-3-0)", "(8-3-1)", "(8-4-0)", "(8-4-1)", 
    "(8-5-0)", "(8-5-1)", "(8-6-0)", "(8-6-1)", "(8-7-0)", "(8-7-1)", 
    "(8-8-0)", "(8-9-0)", "(9-0-0)", "(9-1-0)", "(9-2-0)", "(9-3-0)", 
    "(9-4-0)", "(9-5-0)", "(9-5-1)", "(9-6-0)", "(9-6-1)", "(9-7-0)", 
    "(9-8-0)", "(9-9-0)"), class = "factor"), HomeFinal = c(14L, 
    14L, 45L, 35L, 10L, 7L), AwayFinal = c(26L, 24L, 0L, 31L, 
    6L, 16L), HomeLast = c(4, 4, 5, 5, 0, 7), AwayLast = c(6, 
    4, 0, 1, 6, 6), Winner = c("Away", "Away", "Home", "Home", 
    "Home", "Away")), .Names = c("X1", "HomeTeam", "AwayTeam", 
"Date", "Season", "HomeRecord", "AwayRecord", "HomeFinal", "AwayFinal", 
"HomeLast", "AwayLast", "Winner"), row.names = c(NA, 6L), class = "data.frame")

然后,你会怎么做。

ggfluctuation(table(gamesWide$HomeLast, gamesWide$AwayLast), type="colour") + labs(x="Away", y="Home") + opts(title="Distribution of Last Digit of Score")

要得到

当然,使用完整的数据集生成图像。 这应当进一步被扩展的数据,情况并非如此对称和矩形的。



文章来源: Creating a continuous heat map in R