Ram-N/k_vs_k_plotting.R

k_vs_k_plotting.R

      
        
          
          
              rm(list=ls())
library(ggplot2)
library(plyr)
library(reshape2)
 
 
df <- read.csv("~/RStats/data/KvsK_lifetime.csv", stringsAsFactors=F, strip.white=T)
df <- arrange(df, game) #use plyr's arrange to Sort by Game Number
 
#For ease drop the Opening, Event.Locale columns and  Moves Columns
df <- df[, c(1,2,5, 3)]
 
#Who had White? Create a new column
df$GK.white <- ifelse(df$KvsK == "Karpov vs Kasparov", 0, 1)
 
#Create to new column for the Winner.
df$GK.won <- 0 # we will be overwriting this column in instances where GK Won
for (g in 1:nrow(df)) {
  if(df$result[g] == "Draw") {df$GK.won[g] <- "Draw"}
  else if ((df$GK.white[g]==1 & df$result[g]==1) || (df$GK.white[g]==0 & df$result[g]==0)) {
    df$GK.won[g] <- 1
  }
}
 
# for the sake of plotting, we drop all the Draw Results
# df <-   df[df$GK.won != "Draw", ]
# df$GK.won <- as.numeric(df$GK.won)
 
#drop the game and kvsk column
df <- df[c(-1,-2)]
 
##Create a placeholder Data Frame
## bucket each year into Y, FiveYear and its Decade
x = seq(1970,2005, by=5)
d = seq(1970,2000, by=10)
years.df <- data.frame(
  year = 1970:2009,
  five.year = unlist(lapply(x, FUN=rep, 5)),
  decade = unlist(lapply(d, FUN=rep, 10))
)
 
df <- merge(years.df, df, all.x=T) #add in 2 new columns, and fill in all the year gaps.
 
 
# @ Given a data frame slice, this function determines who had more wins in that slice
moreWins <- function(df) {  
  valid.rows <- sum(!is.na(df$GK.won)) # count of 0 or 1 values
  if(valid.rows==0) {
    return("00")
  }
  gk.wins <- sum(na.omit(df$GK.won == "1")) #how many times did GK win
  gk.losses <- sum(na.omit(df$GK.won == "0")) #how many times did GK lose
  
  if(gk.wins > gk.losses) {
    return("GK")
  }
  else if(gk.wins == gk.losses) {
    return("DR")
  }
  else {
    return("AK")  
  }  
  
}
 
 
 
 
yearlywinner.df <- ddply(df, .(year), moreWins)
names(yearlywinner.df)[2] <- "winner.1"
 
five.year.winner.df <- ddply(df, .(five.year), moreWins)
names(five.year.winner.df)[2] <- "winner.5"
 
decade.winner.df <- ddply(df, .(decade), moreWins)
names(decade.winner.df)[2] <- "winner.10"
 
 
y.full  <- merge(years.df, yearlywinner.df)
fy.full <- merge(years.df, five.year.winner.df)
dec.full <- merge(years.df, decade.winner.df)
 
names(y.full)
plot.df <- y.full[c(1,4)]
plot.df$winner.5   <- fy.full$winner.5
plot.df$winner.10 <- dec.full$winner.10
 
m.df <- melt(plot.df, id.vars="year")
 
m.df$variable <- factor(m.df$variable,
                        levels=c("winner.1", "winner.5","winner.10" ),
                        ordered=TRUE)
 
 
## plotting - Pianograms
win_labeller <- function(var, value){
  value <- as.character(value)
  if (var=="variable") { 
    value[value=="winner.1"] <- "Yearly Winner"
    value[value=="winner.5"]   <- "5-Year Winner"
    value[value=="winner.10"]   <- "Decade Winner"
  }
  return(value)
}
 
head(m.df)
 
breaks <- seq(1970,2010,by=5)
 
## Use this to plot each time-period plot. (Change the fill to winner.1, winner.5 or winner.10)
p1 <- ggplot(plot.df) + geom_bar(aes(x=year, fill=winner.10), binwidth=1, color="gray90")
p1 <- p1 + labs(title="Karpov vs Kasparov, Winner by Decade")
p1 <- p1 + ylab("Year's Winner")+ scale_x_continuous(breaks=breaks) 
p1 <- p1  + theme(axis.text.y=element_blank(), legend.title=element_blank()) + scale_fill_manual(
  limits=c("00", "AK", "GK", "DR"),
  values= c("white","blue","darkgreen", "gray60"),
  labels=c("Did not play", "Anatoly Karpov", "Garry Kasparov", "Draw")
  )
p1  
 
p <- NULL
vlines <- seq(1980, 2010, by=10)
p <- ggplot(m.df) + geom_bar(aes(x=year, fill=value), binwidth=1, color="gray90") + facet_grid (
  variable ~ ., labeller=win_labeller
)
p <- p +   ylab("Decade, 5-year and Yearly Winners")
 
p <- p  + scale_fill_manual(
  limits=c("00", "AK", "GK", "DR"),
  values= c("white","blue","darkgreen", "gray70"),
  labels=c("Did not play", "Anatoly Karpov", "Garry Kasparov", "Draw")
)
 
p <- p  + theme(panel.background = element_blank(),
                axis.text.y=element_blank(),
                axis.ticks=element_blank()
                ) + geom_vline(xintercept = vlines, color="darkred", size=2) + 
  labs(title="Karpov vs Kasparov, Lifetime Winner-Take-All Tally") 
p

          
        

    

kasparov_karpov.csv

File suppressed. Click to show.

      
        
          
          
            game ,KvsK,result,moves ,year ,event/locale,opening
201, Kasparov vs Karpov ,1,56,2009,Kasparov-Karpov Blitz Match,D31 Queen's Gambit Declined
176, Karpov vs Kasparov ,Draw,45,1996,Las Palmas,"D39 Queen's Gambit Declined, Ragozin, Vienna Variation"
177, Kasparov vs Karpov ,Draw,49,1999,Siemens Giants,"E32 Nimzo-Indian, Classical"
178, Karpov vs Kasparov ,Draw,48,1999,Siemens Giants,D12 Queen's Gambit Declined Slav
179, Karpov vs Kasparov ,Draw,38,1999,Siemens Giants,"D78 Neo-Grunfeld, 6.O-O c6"
180, Kasparov vs Karpov ,1,43,1999,Siemens Giants,"E32 Nimzo-Indian, Classical"
181, Karpov vs Kasparov ,Draw,36,2001,SuperGM,"D73 Neo-Grunfeld, 5.Nf3"
182, Kasparov vs Karpov ,1,31,2001,SuperGM,B12 Caro-Kann Defense
183, Karpov vs Kasparov ,0,52,2002,Rapid Match 25/10,"D92 Grunfeld, 5.Bf4"
184, Kasparov vs Karpov ,0,47,2002,Rapid Match 25/10,C42 Petrov Defense
185, Kasparov vs Karpov ,Draw,28,2002,Rapid Match 25/10,C42 Petrov Defense
186, Karpov vs Kasparov ,1,46,2002,Rapid Match 25/10,"D92 Grunfeld, 5.Bf4"
187, Karpov vs Kasparov ,Draw,35,2004,Reykjavik Blitz,D47 Queen's Gambit Declined Semi-Slav
188, Kasparov vs Karpov ,Draw,53,2006,Lichthof Chess Champions,E12 Queen's Indian
189, Karpov vs Kasparov ,Draw,19,2006,Lichthof Chess Champions,D37 Queen's Gambit Declined
190, Karpov vs Kasparov ,0,24,2009,Kasparov-Karpov Rapid Match,"D72 Neo-Grunfeld, 5.cd, Main line"
191, Kasparov vs Karpov ,1,33,2009,Kasparov-Karpov Rapid Match,D31 Queen's Gambit Declined
192, Karpov vs Kasparov ,0,26,2009,Kasparov-Karpov Blitz Match,D02 Queen's Pawn Game
193, Kasparov vs Karpov ,0,60,2009,Kasparov-Karpov Blitz Match,D31 Queen's Gambit Declined
194, Kasparov vs Karpov ,1,51,2009,Kasparov-Karpov Blitz Match,D31 Queen's Gambit Declined
195, Karpov vs Kasparov ,1,36,2009,Kasparov-Karpov Rapid Match,"D72 Neo-Grunfeld, 5.cd, Main line"
196, Karpov vs Kasparov ,Draw,25,2009,Kasparov-Karpov Blitz Match,"D72 Neo-Grunfeld, 5.cd, Main line"
197, Karpov vs Kasparov ,Draw,17,2009,Kasparov-Karpov Blitz Match,D22 Queen's Gambit Accepted
198, Kasparov vs Karpov ,1,28,2009,Kasparov-Karpov Rapid Match,D31 Queen's Gambit Declined
199, Karpov vs Kasparov ,0,36,2009,Kasparov-Karpov Blitz Match,"D72 Neo-Grunfeld, 5.cd, Main line"
200, Kasparov vs Karpov ,1,96,2009,Kasparov-Karpov Blitz Match,D31 Queen's Gambit Declined
151, Karpov vs Kasparov ,Draw,24,1990,Kasparov-Karpov World Championship Match,E92 King's Indian
152, Kasparov vs Karpov ,1,57,1990,Kasparov-Karpov World Championship Match,"C92 Ruy Lopez, Closed"
153, Kasparov vs Karpov ,Draw,37,1990,Kasparov-Karpov World Championship Match,"C92 Ruy Lopez, Closed"
154, Karpov vs Kasparov ,1,29,1990,Kasparov-Karpov World Championship Match,"E87 King's Indian, Samisch, Orthodox"
155, Kasparov vs Karpov ,Draw,41,1990,Kasparov-Karpov World Championship Match,C45 Scotch Game
156, Karpov vs Kasparov ,Draw,33,1990,Kasparov-Karpov World Championship Match,D85 Grunfeld
157, Karpov vs Kasparov ,Draw,36,1990,Kasparov-Karpov World Championship Match,E92 King's Indian
158, Kasparov vs Karpov ,1,44,1990,Kasparov-Karpov World Championship Match,"C92 Ruy Lopez, Closed"
159, Kasparov vs Karpov ,Draw,43,1990,Kasparov-Karpov World Championship Match,"C92 Ruy Lopez, Closed"
160, Karpov vs Kasparov ,Draw,39,1990,Kasparov-Karpov World Championship Match,E92 King's Indian
161, Kasparov vs Karpov ,Draw,36,1990,Kasparov-Karpov World Championship Match,A17 English
162, Kasparov vs Karpov ,Draw,42,1990,Kasparov-Karpov World Championship Match,"C92 Ruy Lopez, Closed"
163, Karpov vs Kasparov ,Draw,30,1990,Kasparov-Karpov World Championship Match,"E81 King's Indian, Samisch"
164, Kasparov vs Karpov ,Draw,18,1990,Kasparov-Karpov World Championship Match,"C43 Petrov, Modern Attack"
165, Karpov vs Kasparov ,Draw,42,1990,Kasparov-Karpov World Championship Match,D85 Grunfeld
166, Karpov vs Kasparov ,Draw,53,1990,Kasparov-Karpov World Championship Match,E92 King's Indian
167, Karpov vs Kasparov ,Draw,61,1991,Reggio Emilia ;CBM 27 Knaak,"E88 King's Indian, Samisch, Orthodox, 7.d5 c6"
168, Karpov vs Kasparov ,Draw,114,1991,"Tilburg Wahls,M",E97 King's Indian
169, Karpov vs Kasparov ,Draw,32,1991,"Linares 51/427 [Karpov,An]",D45 Queen's Gambit Declined Semi-Slav
170, Kasparov vs Karpov ,1,44,1991,"Tilburg T.Ernst, H.Schuessler, W.Unzick",C45 Scotch Game
171, Kasparov vs Karpov ,Draw,61,1991,"Amsterdam 51/358 [Karpov,An]","C92 Ruy Lopez, Closed"
172, Kasparov vs Karpov ,1,41,1992,Linares (Spain),"B17 Caro-Kann, Steinitz Variation"
173, Karpov vs Kasparov ,0,27,1993,Linares ;CBM 34 Anand,"E86 King's Indian, Samisch, Orthodox, 7.Nge2 c6"
174, Kasparov vs Karpov ,Draw,41,1994,Linares GM tournamen,"B17 Caro-Kann, Steinitz Variation"
175, Kasparov vs Karpov ,1,44,1996,Las Palmas,"E32 Nimzo-Indian, Classical"
1, Karpov vs Kasparov ,1,45,1975,Leningrad,"B92 Sicilian, Najdorf, Opocensky Variation"
2, Karpov vs Kasparov ,Draw,41,1981,match-tournament,"A30 English, Symmetrical"
3, Kasparov vs Karpov ,Draw,18,1981,Moscow Interntional tournament,D55 Queen's Gambit Declined
4, Kasparov vs Karpov ,Draw,41,1981,match-tournament,C42 Petrov Defense
5, Karpov vs Kasparov ,Draw,33,1984,Karpov-Kasparov World Championship Match,A15 English
6, Karpov vs Kasparov ,Draw,13,1984,m/29,D47 Queen's Gambit Declined Semi-Slav
7, Karpov vs Kasparov ,1,33,1984,Karpov-Kasparov World Championship Match,B44 Sicilian
8, Kasparov vs Karpov ,Draw,37,1984,Karpov-Kasparov World Championship Match,E15 Queen's Indian
9, Karpov vs Kasparov ,Draw,22,1984,Karpov-Kasparov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
10, Kasparov vs Karpov ,Draw,20,1984,Moskva,C42 Petrov Defense
11, Karpov vs Kasparov ,Draw,35,1984,Karpov-Kasparov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
12, Kasparov vs Karpov ,Draw,20,1984,Karpov-Kasparov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
13, Karpov vs Kasparov ,1,59,1984,Karpov-Kasparov World Championship Match,D55 Queen's Gambit Declined
14, Karpov vs Kasparov ,Draw,41,1984,Karpov-Kasparov World Championship Match,A15 English
15, Karpov vs Kasparov ,Draw,21,1984,Moscow RUS,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
16, Karpov vs Kasparov ,Draw,17,1984,Karpov-Kasparov World Championship Match,"B64 Sicilian, Richter-Rauzer Attack"
17, Kasparov vs Karpov ,Draw,21,1984,Karpov-Kasparov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
18, Karpov vs Kasparov ,1,44,1984,Karpov-Kasparov World Championship Match,"D34 Queen's Gambit Declined, Tarrasch"
19, Kasparov vs Karpov ,Draw,25,1984,Karpov-Kasparov World Championship Match,E15 Queen's Indian
20, Kasparov vs Karpov ,Draw,15,1984,Karpov-Kasparov World Championship Match,E12 Queen's Indian
21, Karpov vs Kasparov ,Draw,20,1984,Karpov-Kasparov World Championship Match,D45 Queen's Gambit Declined Semi-Slav
22, Karpov vs Kasparov ,Draw,51,1984,Karpov-Kasparov World Championship Match,D55 Queen's Gambit Declined
23, Kasparov vs Karpov ,1,41,1984,Karpov-Kasparov World Championship Match,E12 Queen's Indian
24, Kasparov vs Karpov ,Draw,41,1984,Karpov-Kasparov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
25, Kasparov vs Karpov ,Draw,44,1984,Karpov-Kasparov World Championship Match,E15 Queen's Indian
26, Karpov vs Kasparov ,1,70,1984,Karpov-Kasparov World Championship Match,"D34 Queen's Gambit Declined, Tarrasch"
27, Kasparov vs Karpov ,Draw,23,1984,Karpov-Kasparov World Championship Match,"A33 English, Symmetrical"
28, Kasparov vs Karpov ,Draw,17,1984,Karpov-Kasparov World Championship Match,"A33 English, Symmetrical"
29, Karpov vs Kasparov ,Draw,22,1984,Karpov-Kasparov World Championship Match,D55 Queen's Gambit Declined
30, Karpov vs Kasparov ,Draw,35,1984,Moscow,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
31, Karpov vs Kasparov ,Draw,36,1984,Karpov-Kasparov World Championship Match,"B81 Sicilian, Scheveningen, Keres Attack"
32, Kasparov vs Karpov ,0,70,1984,Karpov-Kasparov World Championship Match,E15 Queen's Indian
33, Kasparov vs Karpov ,Draw,16,1984,Karpov-Kasparov World Championship Match,E15 Queen's Indian
34, Karpov vs Kasparov ,Draw,21,1984,Karpov-Kasparov World Championship Match,B83 Sicilian
35, Karpov vs Kasparov ,Draw,93,1984,Karpov-Kasparov World Championship Match,E15 Queen's Indian
36, Kasparov vs Karpov ,Draw,25,1984,Karpov-Kasparov World Championship Match,"E06 Catalan, Closed, 5.Nf3"
37, Karpov vs Kasparov ,Draw,23,1984,Karpov-Kasparov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
38, Kasparov vs Karpov ,Draw,47,1984,Karpov-Kasparov World Championship Match,E17 Queen's Indian
39, Kasparov vs Karpov ,Draw,20,1984,Karpov-Kasparov World Championship Match,C42 Petrov Defense
40, Karpov vs Kasparov ,Draw,13,1984,Karpov-Kasparov World Championship Match,D11 Queen's Gambit Declined Slav
41, Kasparov vs Karpov ,Draw,25,1984,Moscow,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
42, Kasparov vs Karpov ,Draw,20,1984,Karpov-Kasparov World Championship Match,"E06 Catalan, Closed, 5.Nf3"
43, Karpov vs Kasparov ,Draw,34,1984,Karpov-Kasparov World Championship Match,D55 Queen's Gambit Declined
44, Kasparov vs Karpov ,Draw,19,1984,Karpov-Kasparov World Championship Match,A15 English
45, Kasparov vs Karpov ,Draw,25,1984,Karpov-Kasparov World Championship Match,C42 Petrov Defense
46, Karpov vs Kasparov ,1,63,1985,Karpov-Kasparov World Championship Match,D55 Queen's Gambit Declined
47, Karpov vs Kasparov ,0,42,1985,Karpov-Kasparov World Championship Match,"B84 Sicilian, Scheveningen"
48, Kasparov vs Karpov ,1,25,1985,Karpov-Kasparov World Championship Match,"E21 Nimzo-Indian, Three Knights"
49, Kasparov vs Karpov ,Draw,38,1985,Karpov-Kasparov World Championship Match,"C92 Ruy Lopez, Closed"
50, Karpov vs Kasparov ,Draw,36,1985,Karpov-Kasparov World Championship Match,B83 Sicilian
51, Karpov vs Kasparov ,Draw,37,1985,Karpov-Kasparov World Championship Match,"B84 Sicilian, Scheveningen"
52, Kasparov vs Karpov ,Draw,20,1985,Karpov-Kasparov World Championship Match,D55 Queen's Gambit Declined
53, Karpov vs Kasparov ,Draw,21,1985,Karpov-Kasparov World Championship Match,"B84 Sicilian, Scheveningen"
54, Karpov vs Kasparov ,Draw,27,1985,Karpov-Kasparov World Championship Match,D55 Queen's Gambit Declined
55, Kasparov vs Karpov ,Draw,71,1985,Karpov-Kasparov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
56, Karpov vs Kasparov ,Draw,71,1985,Karpov-Kasparov World Championship Match,C42 Petrov Defense
57, Kasparov vs Karpov ,0,44,1985,Karpov-Kasparov World Championship Match,"C92 Ruy Lopez, Closed"
58, Kasparov vs Karpov ,Draw,31,1985,Karpov-Kasparov World Championship Match,"E21 Nimzo-Indian, Three Knights"
59, Karpov vs Kasparov ,Draw,48,1985,Karpov-Kasparov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
60, Karpov vs Kasparov ,Draw,25,1985,Karpov-Kasparov World Championship Match,"B84 Sicilian, Scheveningen"
61, Kasparov vs Karpov ,1,42,1985,Karpov-Kasparov World Championship Match,"E21 Nimzo-Indian, Three Knights"
62, Kasparov vs Karpov ,1,67,1985,Karpov-Kasparov World Championship Match,C42 Petrov Defense
63, Kasparov vs Karpov ,Draw,29,1985,Karpov-Kasparov World Championship Match,"E21 Nimzo-Indian, Three Knights"
64, Karpov vs Kasparov ,Draw,18,1985,Karpov-Kasparov World Championship Match,B44 Sicilian
65, Karpov vs Kasparov ,Draw,15,1985,Karpov-Kasparov World Championship Match,"B63 Sicilian, Richter-Rauzer Attack"
66, Karpov vs Kasparov ,0,40,1985,Karpov-Kasparov World Championship Match,B44 Sicilian
67, Karpov vs Kasparov ,1,42,1985,Karpov-Kasparov World Championship Match,D31 Queen's Gambit Declined
68, Kasparov vs Karpov ,Draw,53,1985,Karpov-Kasparov World Championship Match,"C92 Ruy Lopez, Closed"
69, Karpov vs Kasparov ,Draw,85,1985,Karpov-Kasparov World Championship Match,D31 Queen's Gambit Declined
70, Kasparov vs Karpov ,Draw,25,1985,Karpov-Kasparov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
71, Kasparov vs Karpov ,Draw,24,1985,Karpov-Kasparov World Championship Match,"E21 Nimzo-Indian, Three Knights"
72, Kasparov vs Karpov ,Draw,28,1985,Karpov-Kasparov World Championship Match,C42 Petrov Defense
73, Kasparov vs Karpov ,1,42,1985,Karpov-Kasparov World Championship Match,"E21 Nimzo-Indian, Three Knights"
74, Karpov vs Kasparov ,0,32,1985,Karpov-Kasparov World Championship Match,D52 Queen's Gambit Declined
75, Karpov vs Kasparov ,Draw,65,1985,Karpov-Kasparov World Championship Match,"B84 Sicilian, Scheveningen"
76, Kasparov vs Karpov ,1,67,1985,Karpov-Kasparov World Championship Match,C42 Petrov Defense
77, Kasparov vs Karpov ,Draw,29,1985,Karpov-Kasparov World Championship Match,"E21 Nimzo-Indian, Three Knights"
78, Karpov vs Kasparov ,Draw,18,1985,Karpov-Kasparov World Championship Match,B44 Sicilian
79, Karpov vs Kasparov ,Draw,15,1985,Karpov-Kasparov World Championship Match,"B63 Sicilian, Richter-Rauzer Attack"
80, Karpov vs Kasparov ,0,40,1985,Karpov-Kasparov World Championship Match,B44 Sicilian
81, Karpov vs Kasparov ,1,42,1985,Karpov-Kasparov World Championship Match,D31 Queen's Gambit Declined
82, Kasparov vs Karpov ,Draw,53,1985,Karpov-Kasparov World Championship Match,"C92 Ruy Lopez, Closed"
83, Karpov vs Kasparov ,Draw,85,1985,Karpov-Kasparov World Championship Match,D31 Queen's Gambit Declined
84, Kasparov vs Karpov ,Draw,42,1986,Karpov-Kasparov World Championship Rematch,C42 Petrov Defense
85, Karpov vs Kasparov ,Draw,25,1986,Karpov-Kasparov World Championship Rematch,"D92 Grunfeld, 5.Bf4"
86, Kasparov vs Karpov ,Draw,41,1986,Karpov-Kasparov World Championship Rematch,E16 Queen's Indian
87, Karpov vs Kasparov ,1,41,1986,Karpov-Kasparov World Championship Rematch,"D97 Grunfeld, Russian"
88, Karpov vs Kasparov ,Draw,29,1986,Karpov-Kasparov World Championship Rematch,"D98 Grunfeld, Russian"
89, Kasparov vs Karpov ,Draw,34,1986,Karpov-Kasparov World Championship Rematch,D55 Queen's Gambit Declined
90, Karpov vs Kasparov ,Draw,20,1986,Moskva,D45 Queen's Gambit Declined Semi-Slav
91, Karpov vs Kasparov ,Draw,43,1986,Karpov-Kasparov World Championship Rematch,D31 Queen's Gambit Declined
92, Karpov vs Kasparov ,Draw,41,1986,Karpov-Kasparov World Championship Rematch,"D82 Grunfeld, 4.Bf4"
93, Karpov vs Kasparov ,Draw,49,1986,Karpov-Kasparov World Championship Rematch,E15 Queen's Indian
94, Karpov vs Kasparov ,Draw,38,1986,Karpov-Kasparov World Championship Rematch,A15 English
95, Kasparov vs Karpov ,Draw,21,1986,Karpov-Kasparov World Championship Rematch,"E06 Catalan, Closed, 5.Nf3"
96, Kasparov vs Karpov ,Draw,52,1986,Karpov-Kasparov World Championship Rematch,"E21 Nimzo-Indian, Three Knights"
97, Kasparov vs Karpov ,0,58,1986,Karpov-Kasparov World Championship Rematch,E12 Queen's Indian
98, Karpov vs Kasparov ,Draw,40,1986,Karpov-Kasparov World Championship Rematch,E60 King's Indian Defense
99, Karpov vs Kasparov ,1,32,1986,Karpov-Kasparov World Championship Rematch,"D82 Grunfeld, 4.Bf4"
100, Kasparov vs Karpov ,1,41,1986,Karpov-Kasparov World Championship Rematch,"C92 Ruy Lopez, Closed"
101, Karpov vs Kasparov ,Draw,25,1986,Karpov-Kasparov World Championship Rematch,"D92 Grunfeld, 5.Bf4"
102, Kasparov vs Karpov ,Draw,41,1986,Karpov-Kasparov World Championship Rematch,E16 Queen's Indian
103, Karpov vs Kasparov ,1,41,1986,Karpov-Kasparov World Championship Rematch,"D97 Grunfeld, Russian"
104, Karpov vs Kasparov ,Draw,29,1986,Karpov-Kasparov World Championship Rematch,"D98 Grunfeld, Russian"
105, Kasparov vs Karpov ,Draw,34,1986,Karpov-Kasparov World Championship Rematch,D55 Queen's Gambit Declined
106, Karpov vs Kasparov ,Draw,20,1986,Moskva,D45 Queen's Gambit Declined Semi-Slav
107, Karpov vs Kasparov ,Draw,43,1986,Karpov-Kasparov World Championship Rematch,D31 Queen's Gambit Declined
108, Karpov vs Kasparov ,Draw,41,1986,Karpov-Kasparov World Championship Rematch,"D82 Grunfeld, 4.Bf4"
109, Kasparov vs Karpov ,0,41,1987,Kasparov-Karpov World Championship Match,"A29 English, Four Knights, Kingside Fianchetto"
110, Karpov vs Kasparov ,Draw,36,1987,Kasparov-Karpov World Championship Match,D85 Grunfeld
111, Karpov vs Kasparov ,Draw,30,1987,Kasparov-Karpov World Championship Match,E60 King's Indian Defense
112, Kasparov vs Karpov ,Draw,19,1987,Kasparov-Karpov World Championship Match,D37 Queen's Gambit Declined
113, Kasparov vs Karpov ,Draw,37,1987,Kasparov-Karpov World Championship Match,D53 Queen's Gambit Declined
114, Kasparov vs Karpov ,1,45,1987,Kasparov-Karpov World Championship Match,"A29 English, Four Knights, Kingside Fianchetto"
115, Karpov vs Kasparov ,Draw,53,1987,Brussels,E60 King's Indian Defense
116, Karpov vs Kasparov ,1,57,1987,Kasparov-Karpov World Championship Match,"A34 English, Symmetrical"
117, Karpov vs Kasparov ,Draw,43,1987,Kasparov-Karpov World Championship Match,"D97 Grunfeld, Russian"
118, Kasparov vs Karpov ,Draw,21,1987,Kasparov-Karpov World Championship Match,"B17 Caro-Kann, Steinitz Variation"
119, Kasparov vs Karpov ,Draw,28,1987,Kasparov-Karpov World Championship Match,A25 English
120, Karpov vs Kasparov ,Draw,60,1987,Kasparov-Karpov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
121, Karpov vs Kasparov ,Draw,29,1987,Kasparov-Karpov World Championship Match,E60 King's Indian Defense
122, Karpov vs Kasparov ,Draw,70,1987,Kasparov-Karpov World Championship Match,"D87 Grunfeld, Exchange"
123, Kasparov vs Karpov ,Draw,21,1987,Kasparov-Karpov World Championship Match,D31 Queen's Gambit Declined
124, Karpov vs Kasparov ,Draw,46,1987,Kasparov-Karpov World Championship Match,E97 King's Indian
125, Karpov vs Kasparov ,Draw,42,1987,Brussels,"E64 King's Indian, Fianchetto, Yugoslav System"
126, Kasparov vs Karpov ,0,32,1987,Kasparov-Karpov World Championship Match,"A29 English, Four Knights, Kingside Fianchetto"
127, Karpov vs Kasparov ,1,38,1987,Kasparov-Karpov World Championship Match,"D87 Grunfeld, Exchange"
128, Karpov vs Kasparov ,Draw,79,1987,Kasparov-Karpov World Championship Match,"D87 Grunfeld, Exchange"
129, Kasparov vs Karpov ,Draw,20,1987,Kasparov-Karpov World Championship Match,"B17 Caro-Kann, Steinitz Variation"
130, Kasparov vs Karpov ,1,64,1987,Kasparov-Karpov World Championship Match,A13 English
131, Kasparov vs Karpov ,Draw,40,1987,Kasparov-Karpov World Championship Match,"D58 Queen's Gambit Declined, Tartakower (Makagonov-Bondarevsky) Syst"
132, Karpov vs Kasparov ,0,52,1987,Kasparov-Karpov World Championship Match,"D87 Grunfeld, Exchange"
133, Kasparov vs Karpov ,1,59,1987,Brussels,E12 Queen's Indian
134, Kasparov vs Karpov ,1,50,1987,Kasparov-Karpov World Championship Match,A21 English
135, Karpov vs Kasparov ,Draw,28,1987,Kasparov-Karpov World Championship Match,"D97 Grunfeld, Russian"
136, Kasparov vs Karpov ,1,63,1988,Amsterdam,"B17 Caro-Kann, Steinitz Variation"
137, Karpov vs Kasparov ,Draw,37,1988,"Karpov,A; Zaitsev,I","D76 Neo-Grunfeld, 6.cd Nxd5, 7.O-O Nb6"
138, Karpov vs Kasparov ,Draw,30,1988,"USSR 46/752 Karpov,An; Zaitsev,I","E32 Nimzo-Indian, Classical"
139, Kasparov vs Karpov ,1,39,1988,It ( cat. 17 ),"B17 Caro-Kann, Steinitz Variation"
140, Karpov vs Kasparov ,Draw,58,1988,Amsterdam,"D87 Grunfeld, Exchange"
141, Karpov vs Kasparov ,1,38,1988,Cup World (cat.15),"D87 Grunfeld, Exchange"
142, Karpov vs Kasparov ,Draw,42,1989,"Skelleftea 48/813 [Kasparov,G]",E97 King's Indian
143, Karpov vs Kasparov ,Draw,34,1990,Kasparov-Karpov World Championship Match,D85 Grunfeld
144, Kasparov vs Karpov ,Draw,41,1990,Kasparov-Karpov World Championship Match,"C92 Ruy Lopez, Closed"
145, Karpov vs Kasparov ,Draw,86,1990,Kasparov-Karpov World Championship Match,"E87 King's Indian, Samisch, Orthodox"
146, Kasparov vs Karpov ,1,102,1990,Kasparov-Karpov World Championship Match,C45 Scotch Game
147, Karpov vs Kasparov ,1,40,1990,Kasparov-Karpov World Championship Match,D85 Grunfeld
148, Karpov vs Kasparov ,1,44,1990,Kasparov-Karpov World Championship Match,E92 King's Indian
149, Kasparov vs Karpov ,Draw,84,1990,Kasparov-Karpov World Championship Match,"C92 Ruy Lopez, Closed"
150, Kasparov vs Karpov ,1,41,1990,Kasparov-Karpov World Championship Match,"C92 Ruy Lopez, Closed"

          
        

    

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public Ram-N / k_vs_k_plotting.R Last active 2013-08-11

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Ram-N / k_vs_k_plotting.R

Last active 2013-08-11