12

それぞれに距離が付加された一連の x 座標と y 座標があります。x と y の範囲内のすべてのポイントの平均距離をヒート マップとして表示するヒート マップを作成したいと考えています。ポイントは格子状に等間隔に配置されていないため、この方法では、データをクラスタリングし、近傍の各ポイントの平均を計算し、その平均を色で表す何らかの平滑化関数が必要になります。

これまでのところ、 を使用してやのggplot2ようなメソッドしか見つけることができません。これらは、ポイント密度を表示し、等間隔のポイントを表す場合にのみ機能します (私が知る限り)。stat_density2dgeom_tile

理想的には、この画像と同じ原則に従います。 ここに画像の説明を入力

ポイントの密度と配置は均一ではありませんが、近くの特定のポイントに基づいて色が割り当てられました。

この画像のようなマトリックス形式でヒート マップを作成したくありません。ここに画像の説明を入力

表が色分けされています。代わりに、不均一に分散された x 座標と y 座標を使用して連続的なヒート マップを作成したいと考えています。これにより、事実上、データが無限に多くの長方形に分割される限界が表示されます。これは関数で使用される実際のメソッドではないかもしれませんが、探しているものに関する一般的なアイデアを提供します。

サンプルデータは次のとおりです。

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))

提供された最初のリンクのプロットのように、数値の範囲全体をカバーするカラースケールとして距離を使用してヒートマップを作成するにはどうすればよいですか?

どんな助けでも大歓迎です!

4

4 に答える 4

11

不規則な間隔の座標を持つ連続マップを生成するには、最初に通常のグリッドを内挿する必要があります (ここinterpでは package の関数を使用akima):

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

ここに画像の説明を入力

または、プロット自体に function を使用できますfilled.contour

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

ここに画像の説明を入力

于 2012-10-04T11:34:44.877 に答える
2

ここには、ggplot2 を使用してヒートマップを生成するユーザー作成関数があります。

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

そしてその例の画像:

例

例のようにトポ マップが必要な場合は、そのためのツールがたくさんあります (「トポ マップ」で検索するだけです。

そして最後に isarithmic マップがあります。これは、スムージングを組み込みたい場合は、何をしたいのかを正確に明確にする必要があることを示しています: http://dsparks.wordpress.com/2011/10/24/isarithmic-maps ~の世論データ/

于 2012-07-17T21:30:59.260 に答える
-2
ggplot2::ggfluctuation(data, type="colour")

このすべてのデータを提供することはできませんが、head以下のdput構造になっています。

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", 
"1993-01-17", "1993-01-31", "1993-09-05", "1993-09-06", "1993-09-12", 
"1993-09-13", "1993-09-19", "1993-09-20", "1993-09-26", "1993-09-27", 
"1993-10-03", "1993-10-04", "1993-10-10", "1993-10-11", "1993-10-14", 
"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", 
"1994-12-26", "1994-12-31", "1995-01-01", "1995-01-07", "1995-01-08", 
"1995-01-15", "1995-01-29", "1995-09-03", "1995-09-04", "1995-09-10", 
"1995-09-11", "1995-09-17", "1995-09-18", "1995-09-24", "1995-09-25", 
"1995-10-01", "1995-10-02", "1995-10-08", "1995-10-09", "1995-10-12", 
"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", 
"1996-09-02", "1996-09-08", "1996-09-09", "1996-09-15", "1996-09-16", 
"1996-09-22", "1996-09-23", "1996-09-29", "1996-09-30", "1996-10-06", 
"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", 
"1998-09-07", "1998-09-13", "1998-09-14", "1998-09-20", "1998-09-21", 
"1998-09-27", "1998-09-28", "1998-10-04", "1998-10-05", "1998-10-11", 
"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", 
"2002-12-23", "2002-12-28", "2002-12-29", "2002-12-30", "2003-01-04", 
"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", 
"2005-01-16", "2005-01-23", "2005-02-06", "2005-09-08", "2005-09-11", 
"2005-09-12", "2005-09-18", "2005-09-19", "2005-09-25", "2005-09-26", 
"2005-10-02", "2005-10-03", "2005-10-09", "2005-10-10", "2005-10-16", 
"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")

その後、あなたはそうするでしょう。

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

取得するため ここに画像の説明を入力してください

もちろん、その画像は完全なデータセットを使用して生成されました。これは、それほど対称的で長方形ではないデータにさらに拡張できるはずです。

于 2012-07-18T01:18:57.857 に答える