Geometries

Geom.abline

using Gadfly, RDatasets, Compose, Random
Random.seed!(123)
set_default_plot_size(21cm, 8cm)

p1 = plot(dataset("ggplot2", "mpg"),
     x="Cty", y="Hwy", label="Model", Geom.point, Geom.label,
     intercept=[0], slope=[1], Geom.abline(color="red", style=:dash),
     Guide.annotation(compose(context(), text(6,4, "y=x", hleft, vtop), fill("red"))))

x = [20*rand(20); exp(-3)]
D = DataFrame(x=x, y= exp.(-0.5*asinh.(x).+5) .+ 2*randn(length(x)))
abline = Geom.abline(color="red", style=:dash)
p2 = plot(D, x=:x, y=:y,  Geom.point,  Scale.x_asinh, Scale.y_log,
     intercept=[148], slope=[-0.5], abline)
hstack(p1, p2)
x sinh(0) sinh(1) sinh(2) sinh(3) sinh(4) sinh(0.0) sinh(0.2) sinh(0.4) sinh(0.6) sinh(0.8) sinh(1.0) sinh(1.2) sinh(1.4) sinh(1.6) sinh(1.8) sinh(2.0) sinh(2.2) sinh(2.4) sinh(2.6) sinh(2.8) sinh(3.0) sinh(3.2) sinh(3.4) sinh(3.6) sinh(3.8) sinh(4.0) sinh(0.00) sinh(0.02) sinh(0.04) sinh(0.06) sinh(0.08) sinh(0.10) sinh(0.12) sinh(0.14) sinh(0.16) sinh(0.18) sinh(0.20) sinh(0.22) sinh(0.24) sinh(0.26) sinh(0.28) sinh(0.30) sinh(0.32) sinh(0.34) sinh(0.36) sinh(0.38) sinh(0.40) sinh(0.42) sinh(0.44) sinh(0.46) sinh(0.48) sinh(0.50) sinh(0.52) sinh(0.54) sinh(0.56) sinh(0.58) sinh(0.60) sinh(0.62) sinh(0.64) sinh(0.66) sinh(0.68) sinh(0.70) sinh(0.72) sinh(0.74) sinh(0.76) sinh(0.78) sinh(0.80) sinh(0.82) sinh(0.84) sinh(0.86) sinh(0.88) sinh(0.90) sinh(0.92) sinh(0.94) sinh(0.96) sinh(0.98) sinh(1.00) sinh(1.02) sinh(1.04) sinh(1.06) sinh(1.08) sinh(1.10) sinh(1.12) sinh(1.14) sinh(1.16) sinh(1.18) sinh(1.20) sinh(1.22) sinh(1.24) sinh(1.26) sinh(1.28) sinh(1.30) sinh(1.32) sinh(1.34) sinh(1.36) sinh(1.38) sinh(1.40) sinh(1.42) sinh(1.44) sinh(1.46) sinh(1.48) sinh(1.50) sinh(1.52) sinh(1.54) sinh(1.56) sinh(1.58) sinh(1.60) sinh(1.62) sinh(1.64) sinh(1.66) sinh(1.68) sinh(1.70) sinh(1.72) sinh(1.74) sinh(1.76) sinh(1.78) sinh(1.80) sinh(1.82) sinh(1.84) sinh(1.86) sinh(1.88) sinh(1.90) sinh(1.92) sinh(1.94) sinh(1.96) sinh(1.98) sinh(2.00) sinh(2.02) sinh(2.04) sinh(2.06) sinh(2.08) sinh(2.10) sinh(2.12) sinh(2.14) sinh(2.16) sinh(2.18) sinh(2.20) sinh(2.22) sinh(2.24) sinh(2.26) sinh(2.28) sinh(2.30) sinh(2.32) sinh(2.34) sinh(2.36) sinh(2.38) sinh(2.40) sinh(2.42) sinh(2.44) sinh(2.46) sinh(2.48) sinh(2.50) sinh(2.52) sinh(2.54) sinh(2.56) sinh(2.58) sinh(2.60) sinh(2.62) sinh(2.64) sinh(2.66) sinh(2.68) sinh(2.70) sinh(2.72) sinh(2.74) sinh(2.76) sinh(2.78) sinh(2.80) sinh(2.82) sinh(2.84) sinh(2.86) sinh(2.88) sinh(2.90) sinh(2.92) sinh(2.94) sinh(2.96) sinh(2.98) sinh(3.00) sinh(3.02) sinh(3.04) sinh(3.06) sinh(3.08) sinh(3.10) sinh(3.12) sinh(3.14) sinh(3.16) sinh(3.18) sinh(3.20) sinh(3.22) sinh(3.24) sinh(3.26) sinh(3.28) sinh(3.30) sinh(3.32) sinh(3.34) sinh(3.36) sinh(3.38) sinh(3.40) sinh(3.42) sinh(3.44) sinh(3.46) sinh(3.48) sinh(3.50) sinh(3.52) sinh(3.54) sinh(3.56) sinh(3.58) sinh(3.60) sinh(3.62) sinh(3.64) sinh(3.66) sinh(3.68) sinh(3.70) sinh(3.72) sinh(3.74) sinh(3.76) sinh(3.78) sinh(3.80) sinh(3.82) sinh(3.84) sinh(3.86) sinh(3.88) sinh(3.90) sinh(3.92) sinh(3.94) sinh(3.96) sinh(3.98) sinh(4.00) sinh(0) sinh(5) 0.0497665229760631544.982257842286873 2.1164543702606133.9968158468129977 1.61822920899586254.19513390611895 2.5287368933780913.8191537525764265 3.1492846239347293.344154159624256 3.6481455637508023.235262195878345 3.61738742112051533.1259863876877323 2.6456633987591793.6699946285032596 0.60444852193239014.663516426466711 1.72977472576947674.166634524355535 3.3223134607856363.3074637099810933 1.64936384395144154.145290186235288 1.43585932666493354.280923767419124 3.54762347485345943.1202857967796236 2.8420809367877633.5918402436988157 2.59826983230274023.7024504212956932 2.327425027556733.841628784174498 3.02198591106757553.471139410809599 3.39653400459634243.2451510387763847 2.87897044729877253.509460632835724 3.5912542020754063.393007910092443 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? e3.0 e3.5 e4.0 e4.5 e5.0 e3.0 e3.1 e3.2 e3.3 e3.4 e3.5 e3.6 e3.7 e3.8 e3.9 e4.0 e4.1 e4.2 e4.3 e4.4 e4.5 e4.6 e4.7 e4.8 e4.9 e5.0 e2.99 e3.00 e3.01 e3.02 e3.03 e3.04 e3.05 e3.06 e3.07 e3.08 e3.09 e3.10 e3.11 e3.12 e3.13 e3.14 e3.15 e3.16 e3.17 e3.18 e3.19 e3.20 e3.21 e3.22 e3.23 e3.24 e3.25 e3.26 e3.27 e3.28 e3.29 e3.30 e3.31 e3.32 e3.33 e3.34 e3.35 e3.36 e3.37 e3.38 e3.39 e3.40 e3.41 e3.42 e3.43 e3.44 e3.45 e3.46 e3.47 e3.48 e3.49 e3.50 e3.51 e3.52 e3.53 e3.54 e3.55 e3.56 e3.57 e3.58 e3.59 e3.60 e3.61 e3.62 e3.63 e3.64 e3.65 e3.66 e3.67 e3.68 e3.69 e3.70 e3.71 e3.72 e3.73 e3.74 e3.75 e3.76 e3.77 e3.78 e3.79 e3.80 e3.81 e3.82 e3.83 e3.84 e3.85 e3.86 e3.87 e3.88 e3.89 e3.90 e3.91 e3.92 e3.93 e3.94 e3.95 e3.96 e3.97 e3.98 e3.99 e4.00 e4.01 e4.02 e4.03 e4.04 e4.05 e4.06 e4.07 e4.08 e4.09 e4.10 e4.11 e4.12 e4.13 e4.14 e4.15 e4.16 e4.17 e4.18 e4.19 e4.20 e4.21 e4.22 e4.23 e4.24 e4.25 e4.26 e4.27 e4.28 e4.29 e4.30 e4.31 e4.32 e4.33 e4.34 e4.35 e4.36 e4.37 e4.38 e4.39 e4.40 e4.41 e4.42 e4.43 e4.44 e4.45 e4.46 e4.47 e4.48 e4.49 e4.50 e4.51 e4.52 e4.53 e4.54 e4.55 e4.56 e4.57 e4.58 e4.59 e4.60 e4.61 e4.62 e4.63 e4.64 e4.65 e4.66 e4.67 e4.68 e4.69 e4.70 e4.71 e4.72 e4.73 e4.74 e4.75 e4.76 e4.77 e4.78 e4.79 e4.80 e4.81 e4.82 e4.83 e4.84 e4.85 e4.86 e4.87 e4.88 e4.89 e4.90 e4.91 e4.92 e4.93 e4.94 e4.95 e4.96 e4.97 e4.98 e4.99 e5.00 e3 e4 e5 y Cty 0 10 20 30 40 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 8.2 8.4 8.6 8.8 9.0 9.2 9.4 9.6 9.8 10.0 10.2 10.4 10.6 10.8 11.0 11.2 11.4 11.6 11.8 12.0 12.2 12.4 12.6 12.8 13.0 13.2 13.4 13.6 13.8 14.0 14.2 14.4 14.6 14.8 15.0 15.2 15.4 15.6 15.8 16.0 16.2 16.4 16.6 16.8 17.0 17.2 17.4 17.6 17.8 18.0 18.2 18.4 18.6 18.8 19.0 19.2 19.4 19.6 19.8 20.0 20.2 20.4 20.6 20.8 21.0 21.2 21.4 21.6 21.8 22.0 22.2 22.4 22.6 22.8 23.0 23.2 23.4 23.6 23.8 24.0 24.2 24.4 24.6 24.8 25.0 25.2 25.4 25.6 25.8 26.0 26.2 26.4 26.6 26.8 27.0 27.2 27.4 27.6 27.8 28.0 28.2 28.4 28.6 28.8 29.0 29.2 29.4 29.6 29.8 30.0 30.2 30.4 30.6 30.8 31.0 31.2 31.4 31.6 31.8 32.0 32.2 32.4 32.6 32.8 33.0 33.2 33.4 33.6 33.8 34.0 34.2 34.4 34.6 34.8 35.0 35.2 35.4 35.6 35.8 36.0 36.2 36.4 36.6 36.8 37.0 37.2 37.4 37.6 37.8 38.0 38.2 38.4 38.6 38.8 39.0 39.2 39.4 39.6 39.8 40.0 0 50 a4 a4 a4 a4 a4 a4 a4 a4 quattro a4 quattro a4 quattro a4 quattro a4 quattro a4 quattro a4 quattro a4 quattro a6 quattro a6 quattro a6 quattro c1500 suburban 2wd c1500 suburban 2wd c1500 suburban 2wd c1500 suburban 2wd c1500 suburban 2wd corvette corvette corvette corvette corvette k1500 tahoe 4wd k1500 tahoe 4wd k1500 tahoe 4wd k1500 tahoe 4wd malibu malibu malibu malibu malibu caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd durango 4wd durango 4wd durango 4wd durango 4wd durango 4wd durango 4wd durango 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd expedition 2wd expedition 2wd expedition 2wd explorer 4wd explorer 4wd explorer 4wd explorer 4wd explorer 4wd explorer 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd mustang mustang mustang mustang mustang mustang mustang mustang mustang civic civic civic civic civic civic civic civic civic sonata sonata sonata sonata sonata sonata sonata tiburon tiburon tiburon tiburon tiburon tiburon tiburon grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd range rover range rover range rover range rover navigator 2wd navigator 2wd navigator 2wd mountaineer 4wd mountaineer 4wd mountaineer 4wd mountaineer 4wd altima altima altima altima altima altima maxima maxima maxima pathfinder 4wd pathfinder 4wd pathfinder 4wd pathfinder 4wd grand prix grand prix grand prix grand prix grand prix forester awd forester awd forester awd forester awd forester awd forester awd impreza awd impreza awd impreza awd impreza awd impreza awd impreza awd impreza awd impreza awd 4runner 4wd 4runner 4wd 4runner 4wd 4runner 4wd 4runner 4wd 4runner 4wd camry camry camry camry camry camry camry camry solara camry solara camry solara camry solara camry solara camry solara camry solara corolla corolla corolla corolla corolla land cruiser wagon 4wd land cruiser wagon 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd gti gti gti gti gti jetta jetta jetta jetta jetta jetta jetta jetta jetta new beetle new beetle new beetle new beetle new beetle new beetle passat passat passat passat passat passat passat 17,26 18,26 16,26 21,29 19,28 18,29 21,29 20,29 20,28 19,26 21,29 29,41 35,44 17,24 16,23 21,29 21,29 21,29 22,29 19,26 21,29 33,44 17,24 22,29 21,29 19,26 21,29 16,20 15,18 15,19 15,17 17,22 16,20 15,20 13,18 11,15 26,35 28,37 26,35 24,33 24,30 18,27 18,26 18,26 22,31 21,31 21,29 21,27 19,28 18,26 18,26 21,31 21,31 21,27 21,29 14,17 16,20 15,17 15,19 16,20 15,20 20,27 19,25 20,27 20,25 19,26 19,26 19,26 21,26 18,23 20,26 19,25 20,27 18,24 18,25 16,25 18,28 17,27 16,26 18,26 12,18 14,20 15,17 14,17 19,25 19,25 18,26 19,26 19,27 23,32 23,31 19,27 21,29 13,17 13,19 13,19 14,17 12,18 11,16 11,17 11,15 12,18 12,18 11,15 11,14 13,18 14,19 9,12 14,17 15,20 15,19 17,22 17,24 16,24 17,24 20,27 20,28 19,29 19,26 19,28 18,26 18,26 21,31 21,30 18,27 18,26 21,29 24,36 25,36 26,34 24,32 23,29 25,32 24,32 28,33 14,20 15,22 15,23 15,22 15,21 16,24 17,26 18,25 18,26 13,17 11,15 13,17 13,16 13,16 14,17 14,17 13,17 13,19 13,19 14,17 15,19 14,17 12,18 11,17 11,17 11,15 13,17 11,16 11,15 9,12 12,16 13,17 13,17 9,12 12,16 11,15 13,18 11,16 13,17 9,12 13,17 13,17 11,15 11,17 9,12 14,19 14,19 14,17 13,17 14,18 15,19 16,23 16,23 15,21 15,22 11,17 17,24 17,24 16,22 16,22 17,24 18,24 17,26 18,29 18,26 22,30 19,27 14,17 11,15 11,14 14,19 15,24 15,25 16,26 15,23 16,26 12,17 13,17 14,20 11,15 14,20 16,23 17,25 15,24 15,25 17,25 17,25 15,25 19,27 20,28 16,25 18,26 18,27 18,26 16,26 21,30 20,31 21,29 18,29 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? y=x 0 10 20 30 40 50 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 8.2 8.4 8.6 8.8 9.0 9.2 9.4 9.6 9.8 10.0 10.2 10.4 10.6 10.8 11.0 11.2 11.4 11.6 11.8 12.0 12.2 12.4 12.6 12.8 13.0 13.2 13.4 13.6 13.8 14.0 14.2 14.4 14.6 14.8 15.0 15.2 15.4 15.6 15.8 16.0 16.2 16.4 16.6 16.8 17.0 17.2 17.4 17.6 17.8 18.0 18.2 18.4 18.6 18.8 19.0 19.2 19.4 19.6 19.8 20.0 20.2 20.4 20.6 20.8 21.0 21.2 21.4 21.6 21.8 22.0 22.2 22.4 22.6 22.8 23.0 23.2 23.4 23.6 23.8 24.0 24.2 24.4 24.6 24.8 25.0 25.2 25.4 25.6 25.8 26.0 26.2 26.4 26.6 26.8 27.0 27.2 27.4 27.6 27.8 28.0 28.2 28.4 28.6 28.8 29.0 29.2 29.4 29.6 29.8 30.0 30.2 30.4 30.6 30.8 31.0 31.2 31.4 31.6 31.8 32.0 32.2 32.4 32.6 32.8 33.0 33.2 33.4 33.6 33.8 34.0 34.2 34.4 34.6 34.8 35.0 35.2 35.4 35.6 35.8 36.0 36.2 36.4 36.6 36.8 37.0 37.2 37.4 37.6 37.8 38.0 38.2 38.4 38.6 38.8 39.0 39.2 39.4 39.6 39.8 40.0 40.2 40.4 40.6 40.8 41.0 41.2 41.4 41.6 41.8 42.0 42.2 42.4 42.6 42.8 43.0 43.2 43.4 43.6 43.8 44.0 44.2 44.4 44.6 44.8 45.0 45.2 45.4 45.6 45.8 46.0 46.2 46.4 46.6 46.8 47.0 47.2 47.4 47.6 47.8 48.0 48.2 48.4 48.6 48.8 49.0 49.2 49.4 49.6 49.8 50.0 0 50 Hwy

Geom.band, Geom.hband, Geom.vband

using Colors, Dates, Gadfly, RDatasets

Dp = dataset("ggplot2","presidential")[3:end,:]
De = dataset("ggplot2","economics")
De.Unemploy /= 10^3

plot(De, x=:Date, y=:Unemploy, Geom.line,
    layer(Dp, xmin=:Start, xmax=:End, Geom.vband, color=:Party, alpha=[0.6]),
    Scale.color_discrete_manual("deepskyblue", "lightcoral"),
    Coord.cartesian(xmin=Date("1965-01-01"), ymax=12),
  Guide.xlabel("Time"), Guide.ylabel("Unemployment (x10³)"), Guide.colorkey(title=""),
    Theme(default_color="black", key_position=:top))
Time Jan 1, 1965 1970 1975 1980 1985 1990 1995 2000 2005 2010 Jan 1, 1964 1966 1968 1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 Jan 1, 1965 Apr Jul Oct Jan 1966 Apr Jul Oct Jan 1967 Apr Jul Oct Jan 1968 Apr Jul Oct Jan 1969 Apr Jul Oct Jan 1970 Apr Jul Oct Jan 1971 Apr Jul Oct Jan 1972 Apr Jul Oct Jan 1973 Apr Jul Oct Jan 1974 Apr Jul Oct Jan 1975 Apr Jul Oct Jan 1976 Apr Jul Oct Jan 1977 Apr Jul Oct Jan 1978 Apr Jul Oct Jan 1979 Apr Jul Oct Jan 1980 Apr Jul Oct Jan 1981 Apr Jul Oct Jan 1982 Apr Jul Oct Jan 1983 Apr Jul Oct Jan 1984 Apr Jul Oct Jan 1985 Apr Jul Oct Jan 1986 Apr Jul Oct Jan 1987 Apr Jul Oct Jan 1988 Apr Jul Oct Jan 1989 Apr Jul Oct Jan 1990 Apr Jul Oct Jan 1991 Apr Jul Oct Jan 1992 Apr Jul Oct Jan 1993 Apr Jul Oct Jan 1994 Apr Jul Oct Jan 1995 Apr Jul Oct Jan 1996 Apr Jul Oct Jan 1997 Apr Jul Oct Jan 1998 Apr Jul Oct Jan 1999 Apr Jul Oct Jan 2000 Apr Jul Oct Jan 2001 Apr Jul Oct Jan 2002 Apr Jul Oct Jan 2003 Apr Jul Oct Jan 2004 Apr Jul Oct Jan 2005 Apr Jul Oct Jan 2006 Apr Jul Oct Jan 2007 Apr Jul Oct Jan 2008 Apr Jul Oct Jan 2009 Apr Jan 1, 1950 1980 2010 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 5 10 15 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 10.05 10.10 10.15 10.20 10.25 10.30 10.35 10.40 10.45 10.50 10.55 10.60 10.65 10.70 10.75 10.80 10.85 10.90 10.95 11.00 11.05 11.10 11.15 11.20 11.25 11.30 11.35 11.40 11.45 11.50 11.55 11.60 11.65 11.70 11.75 11.80 11.85 11.90 11.95 12.00 0 5 10 15 Unemployment (x10³) Republican Democratic

Geom.bar

using ColorSchemes, DataFrames, Distributions, Gadfly
set_default_plot_size(21cm, 8cm)
x = range(-4, 4, length=30)
fn1(μ,x=x) = pdf.(Normal(μ, 1), x)
D = [DataFrame(x=x, y=fn1(μ), μ="$(μ)") for μ in [-1, 1]]
cpalette(p) = get(ColorSchemes.viridis, p)
p1 = plot(D[1], y=:y, x=:x, color=0:29, Geom.bar,
    Scale.color_continuous(colormap=cpalette),
    Theme(bar_spacing=-0.2mm, key_position=:none))
p2 = plot(D[1], x=:x, y=:y, Geom.bar, alpha=range(0.2,0.9, length=30))
p3 = plot(vcat(D...), x=:x, y=:y, color=:μ, alpha=[0.5],
    Geom.bar(position=:identity))
hstack(p1, p2, p3)
x -5 0 5 -5.0 -4.5 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 -5.00 -4.95 -4.90 -4.85 -4.80 -4.75 -4.70 -4.65 -4.60 -4.55 -4.50 -4.45 -4.40 -4.35 -4.30 -4.25 -4.20 -4.15 -4.10 -4.05 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 -5 0 5 -1 1 μ h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0 0.1 0.2 0.3 0.4 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.000 0.002 0.004 0.006 0.008 0.010 0.012 0.014 0.016 0.018 0.020 0.022 0.024 0.026 0.028 0.030 0.032 0.034 0.036 0.038 0.040 0.042 0.044 0.046 0.048 0.050 0.052 0.054 0.056 0.058 0.060 0.062 0.064 0.066 0.068 0.070 0.072 0.074 0.076 0.078 0.080 0.082 0.084 0.086 0.088 0.090 0.092 0.094 0.096 0.098 0.100 0.102 0.104 0.106 0.108 0.110 0.112 0.114 0.116 0.118 0.120 0.122 0.124 0.126 0.128 0.130 0.132 0.134 0.136 0.138 0.140 0.142 0.144 0.146 0.148 0.150 0.152 0.154 0.156 0.158 0.160 0.162 0.164 0.166 0.168 0.170 0.172 0.174 0.176 0.178 0.180 0.182 0.184 0.186 0.188 0.190 0.192 0.194 0.196 0.198 0.200 0.202 0.204 0.206 0.208 0.210 0.212 0.214 0.216 0.218 0.220 0.222 0.224 0.226 0.228 0.230 0.232 0.234 0.236 0.238 0.240 0.242 0.244 0.246 0.248 0.250 0.252 0.254 0.256 0.258 0.260 0.262 0.264 0.266 0.268 0.270 0.272 0.274 0.276 0.278 0.280 0.282 0.284 0.286 0.288 0.290 0.292 0.294 0.296 0.298 0.300 0.302 0.304 0.306 0.308 0.310 0.312 0.314 0.316 0.318 0.320 0.322 0.324 0.326 0.328 0.330 0.332 0.334 0.336 0.338 0.340 0.342 0.344 0.346 0.348 0.350 0.352 0.354 0.356 0.358 0.360 0.362 0.364 0.366 0.368 0.370 0.372 0.374 0.376 0.378 0.380 0.382 0.384 0.386 0.388 0.390 0.392 0.394 0.396 0.398 0.400 0.0 0.5 y x -5 0 5 -5.0 -4.5 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 -5.00 -4.95 -4.90 -4.85 -4.80 -4.75 -4.70 -4.65 -4.60 -4.55 -4.50 -4.45 -4.40 -4.35 -4.30 -4.25 -4.20 -4.15 -4.10 -4.05 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 -5 0 5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0 0.1 0.2 0.3 0.4 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.000 0.002 0.004 0.006 0.008 0.010 0.012 0.014 0.016 0.018 0.020 0.022 0.024 0.026 0.028 0.030 0.032 0.034 0.036 0.038 0.040 0.042 0.044 0.046 0.048 0.050 0.052 0.054 0.056 0.058 0.060 0.062 0.064 0.066 0.068 0.070 0.072 0.074 0.076 0.078 0.080 0.082 0.084 0.086 0.088 0.090 0.092 0.094 0.096 0.098 0.100 0.102 0.104 0.106 0.108 0.110 0.112 0.114 0.116 0.118 0.120 0.122 0.124 0.126 0.128 0.130 0.132 0.134 0.136 0.138 0.140 0.142 0.144 0.146 0.148 0.150 0.152 0.154 0.156 0.158 0.160 0.162 0.164 0.166 0.168 0.170 0.172 0.174 0.176 0.178 0.180 0.182 0.184 0.186 0.188 0.190 0.192 0.194 0.196 0.198 0.200 0.202 0.204 0.206 0.208 0.210 0.212 0.214 0.216 0.218 0.220 0.222 0.224 0.226 0.228 0.230 0.232 0.234 0.236 0.238 0.240 0.242 0.244 0.246 0.248 0.250 0.252 0.254 0.256 0.258 0.260 0.262 0.264 0.266 0.268 0.270 0.272 0.274 0.276 0.278 0.280 0.282 0.284 0.286 0.288 0.290 0.292 0.294 0.296 0.298 0.300 0.302 0.304 0.306 0.308 0.310 0.312 0.314 0.316 0.318 0.320 0.322 0.324 0.326 0.328 0.330 0.332 0.334 0.336 0.338 0.340 0.342 0.344 0.346 0.348 0.350 0.352 0.354 0.356 0.358 0.360 0.362 0.364 0.366 0.368 0.370 0.372 0.374 0.376 0.378 0.380 0.382 0.384 0.386 0.388 0.390 0.392 0.394 0.396 0.398 0.400 0.0 0.5 y x -5 0 5 -5.0 -4.5 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 -5.00 -4.95 -4.90 -4.85 -4.80 -4.75 -4.70 -4.65 -4.60 -4.55 -4.50 -4.45 -4.40 -4.35 -4.30 -4.25 -4.20 -4.15 -4.10 -4.05 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 -5 0 5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0 0.1 0.2 0.3 0.4 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.000 0.002 0.004 0.006 0.008 0.010 0.012 0.014 0.016 0.018 0.020 0.022 0.024 0.026 0.028 0.030 0.032 0.034 0.036 0.038 0.040 0.042 0.044 0.046 0.048 0.050 0.052 0.054 0.056 0.058 0.060 0.062 0.064 0.066 0.068 0.070 0.072 0.074 0.076 0.078 0.080 0.082 0.084 0.086 0.088 0.090 0.092 0.094 0.096 0.098 0.100 0.102 0.104 0.106 0.108 0.110 0.112 0.114 0.116 0.118 0.120 0.122 0.124 0.126 0.128 0.130 0.132 0.134 0.136 0.138 0.140 0.142 0.144 0.146 0.148 0.150 0.152 0.154 0.156 0.158 0.160 0.162 0.164 0.166 0.168 0.170 0.172 0.174 0.176 0.178 0.180 0.182 0.184 0.186 0.188 0.190 0.192 0.194 0.196 0.198 0.200 0.202 0.204 0.206 0.208 0.210 0.212 0.214 0.216 0.218 0.220 0.222 0.224 0.226 0.228 0.230 0.232 0.234 0.236 0.238 0.240 0.242 0.244 0.246 0.248 0.250 0.252 0.254 0.256 0.258 0.260 0.262 0.264 0.266 0.268 0.270 0.272 0.274 0.276 0.278 0.280 0.282 0.284 0.286 0.288 0.290 0.292 0.294 0.296 0.298 0.300 0.302 0.304 0.306 0.308 0.310 0.312 0.314 0.316 0.318 0.320 0.322 0.324 0.326 0.328 0.330 0.332 0.334 0.336 0.338 0.340 0.342 0.344 0.346 0.348 0.350 0.352 0.354 0.356 0.358 0.360 0.362 0.364 0.366 0.368 0.370 0.372 0.374 0.376 0.378 0.380 0.382 0.384 0.386 0.388 0.390 0.392 0.394 0.396 0.398 0.400 0.0 0.5 y
using Gadfly, RDatasets, DataFrames
set_default_plot_size(21cm, 8cm)

hecolor = dataset("datasets","HairEyeColor")
D = combine(groupby(hecolor, [:Eye,:Sex]), :Freq=>sum=>:Frequency)
p1 = plot(D, color=:Eye, y=:Frequency, x=:Sex, Geom.bar(position=:dodge))

palette = ["brown","blue","tan","green"]  # Is there a hazel color?

p2a = plot(D, x=:Sex, y=:Frequency, color=:Eye, Geom.bar(position=:stack),
           Scale.color_discrete_manual(palette...));
p2b = plot(D, x=:Sex, y=:Frequency, color=:Eye, Geom.bar(position=:stack),
           Scale.color_discrete_manual(palette[4:-1:1]..., order=[4,3,2,1]));

hstack(p1, p2a, p2b)
Sex Male Female Green Hazel Blue Brown Eye h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 100 200 300 400 0 20 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 340 360 380 400 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 66 68 70 72 74 76 78 80 82 84 86 88 90 92 94 96 98 100 102 104 106 108 110 112 114 116 118 120 122 124 126 128 130 132 134 136 138 140 142 144 146 148 150 152 154 156 158 160 162 164 166 168 170 172 174 176 178 180 182 184 186 188 190 192 194 196 198 200 202 204 206 208 210 212 214 216 218 220 222 224 226 228 230 232 234 236 238 240 242 244 246 248 250 252 254 256 258 260 262 264 266 268 270 272 274 276 278 280 282 284 286 288 290 292 294 296 298 300 302 304 306 308 310 312 314 316 318 320 322 324 326 328 330 332 334 336 338 340 342 344 346 348 350 352 354 356 358 360 362 364 366 368 370 372 374 376 378 380 382 384 386 388 390 392 394 396 398 400 0 500 Frequency Sex Male Female Brown Blue Hazel Green Eye h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 100 200 300 400 0 20 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 340 360 380 400 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 66 68 70 72 74 76 78 80 82 84 86 88 90 92 94 96 98 100 102 104 106 108 110 112 114 116 118 120 122 124 126 128 130 132 134 136 138 140 142 144 146 148 150 152 154 156 158 160 162 164 166 168 170 172 174 176 178 180 182 184 186 188 190 192 194 196 198 200 202 204 206 208 210 212 214 216 218 220 222 224 226 228 230 232 234 236 238 240 242 244 246 248 250 252 254 256 258 260 262 264 266 268 270 272 274 276 278 280 282 284 286 288 290 292 294 296 298 300 302 304 306 308 310 312 314 316 318 320 322 324 326 328 330 332 334 336 338 340 342 344 346 348 350 352 354 356 358 360 362 364 366 368 370 372 374 376 378 380 382 384 386 388 390 392 394 396 398 400 0 500 Frequency Sex Male Female Brown Blue Hazel Green Eye h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 50 100 150 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 100.5 101.0 101.5 102.0 102.5 103.0 103.5 104.0 104.5 105.0 105.5 106.0 106.5 107.0 107.5 108.0 108.5 109.0 109.5 110.0 110.5 111.0 111.5 112.0 112.5 113.0 113.5 114.0 114.5 115.0 115.5 116.0 116.5 117.0 117.5 118.0 118.5 119.0 119.5 120.0 120.5 121.0 121.5 122.0 122.5 123.0 123.5 124.0 124.5 125.0 125.5 126.0 126.5 127.0 127.5 128.0 128.5 129.0 129.5 130.0 130.5 131.0 131.5 132.0 132.5 133.0 133.5 134.0 134.5 135.0 135.5 136.0 136.5 137.0 137.5 138.0 138.5 139.0 139.5 140.0 140.5 141.0 141.5 142.0 142.5 143.0 143.5 144.0 144.5 145.0 145.5 146.0 146.5 147.0 147.5 148.0 148.5 149.0 149.5 150.0 0 200 Frequency

See Scale.color_discrete_manual for more information.

Geom.beeswarm

using Gadfly, RDatasets
set_default_plot_size(14cm, 8cm)
plot(dataset("lattice", "singer"), x="VoicePart", y="Height", Geom.beeswarm)
VoicePart Soprano 1 Soprano 2 Alto 1 Alto 2 Tenor 1 Tenor 2 Bass 1 Bass 2 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 60 65 70 75 80 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 60.0 60.1 60.2 60.3 60.4 60.5 60.6 60.7 60.8 60.9 61.0 61.1 61.2 61.3 61.4 61.5 61.6 61.7 61.8 61.9 62.0 62.1 62.2 62.3 62.4 62.5 62.6 62.7 62.8 62.9 63.0 63.1 63.2 63.3 63.4 63.5 63.6 63.7 63.8 63.9 64.0 64.1 64.2 64.3 64.4 64.5 64.6 64.7 64.8 64.9 65.0 65.1 65.2 65.3 65.4 65.5 65.6 65.7 65.8 65.9 66.0 66.1 66.2 66.3 66.4 66.5 66.6 66.7 66.8 66.9 67.0 67.1 67.2 67.3 67.4 67.5 67.6 67.7 67.8 67.9 68.0 68.1 68.2 68.3 68.4 68.5 68.6 68.7 68.8 68.9 69.0 69.1 69.2 69.3 69.4 69.5 69.6 69.7 69.8 69.9 70.0 70.1 70.2 70.3 70.4 70.5 70.6 70.7 70.8 70.9 71.0 71.1 71.2 71.3 71.4 71.5 71.6 71.7 71.8 71.9 72.0 72.1 72.2 72.3 72.4 72.5 72.6 72.7 72.8 72.9 73.0 73.1 73.2 73.3 73.4 73.5 73.6 73.7 73.8 73.9 74.0 74.1 74.2 74.3 74.4 74.5 74.6 74.7 74.8 74.9 75.0 75.1 75.2 75.3 75.4 75.5 75.6 75.7 75.8 75.9 76.0 76.1 76.2 76.3 76.4 76.5 76.6 76.7 76.8 76.9 77.0 77.1 77.2 77.3 77.4 77.5 77.6 77.7 77.8 77.9 78.0 78.1 78.2 78.3 78.4 78.5 78.6 78.7 78.8 78.9 79.0 79.1 79.2 79.3 79.4 79.5 79.6 79.7 79.8 79.9 80.0 60 80 Height

Geom.blank

using Gadfly
set_default_plot_size(21cm, 8cm)
p1, p2 = plot(),  plot(x=1:10, y=rand(10), Geom.blank)
hstack(p1, p2)
x 0.0 2.5 5.0 7.5 10.0 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.00 0.25 0.50 0.75 1.00 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 0.000 0.005 0.010 0.015 0.020 0.025 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.085 0.090 0.095 0.100 0.105 0.110 0.115 0.120 0.125 0.130 0.135 0.140 0.145 0.150 0.155 0.160 0.165 0.170 0.175 0.180 0.185 0.190 0.195 0.200 0.205 0.210 0.215 0.220 0.225 0.230 0.235 0.240 0.245 0.250 0.255 0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400 0.405 0.410 0.415 0.420 0.425 0.430 0.435 0.440 0.445 0.450 0.455 0.460 0.465 0.470 0.475 0.480 0.485 0.490 0.495 0.500 0.505 0.510 0.515 0.520 0.525 0.530 0.535 0.540 0.545 0.550 0.555 0.560 0.565 0.570 0.575 0.580 0.585 0.590 0.595 0.600 0.605 0.610 0.615 0.620 0.625 0.630 0.635 0.640 0.645 0.650 0.655 0.660 0.665 0.670 0.675 0.680 0.685 0.690 0.695 0.700 0.705 0.710 0.715 0.720 0.725 0.730 0.735 0.740 0.745 0.750 0.755 0.760 0.765 0.770 0.775 0.780 0.785 0.790 0.795 0.800 0.805 0.810 0.815 0.820 0.825 0.830 0.835 0.840 0.845 0.850 0.855 0.860 0.865 0.870 0.875 0.880 0.885 0.890 0.895 0.900 0.905 0.910 0.915 0.920 0.925 0.930 0.935 0.940 0.945 0.950 0.955 0.960 0.965 0.970 0.975 0.980 0.985 0.990 0.995 1.000 0 1 y h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ?

Geom.boxplot

using Compose, Gadfly, RDatasets
set_default_plot_size(21cm, 8cm)
singers, salaries = dataset("lattice", "singer"), dataset("car","Salaries")
salaries.Salary /= 1000.0
salaries.Discipline = ["Discipline $(x)" for x in salaries.Discipline]
p1 = plot(singers, x=:VoicePart, y=:Height, Geom.boxplot,
    Theme(default_color="MidnightBlue"))
p2 = plot(salaries, x=:Discipline, y=:Salary, color=:Rank,
    Scale.x_discrete(levels=["Discipline A", "Discipline B"]),
    Geom.boxplot, Theme(boxplot_spacing=0.1cx),
    Guide.colorkey(title="", pos=[0.78w,-0.4h])
)
hstack(p1, p2)
Discipline Discipline A Discipline B h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? Prof AsstProf AssocProf 0 50 100 150 200 250 0 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 170 180 190 200 210 220 230 240 250 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 0 250 Salary VoicePart Soprano 1 Soprano 2 Alto 1 Alto 2 Tenor 1 Tenor 2 Bass 1 Bass 2 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 60 65 70 75 80 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 60.0 60.1 60.2 60.3 60.4 60.5 60.6 60.7 60.8 60.9 61.0 61.1 61.2 61.3 61.4 61.5 61.6 61.7 61.8 61.9 62.0 62.1 62.2 62.3 62.4 62.5 62.6 62.7 62.8 62.9 63.0 63.1 63.2 63.3 63.4 63.5 63.6 63.7 63.8 63.9 64.0 64.1 64.2 64.3 64.4 64.5 64.6 64.7 64.8 64.9 65.0 65.1 65.2 65.3 65.4 65.5 65.6 65.7 65.8 65.9 66.0 66.1 66.2 66.3 66.4 66.5 66.6 66.7 66.8 66.9 67.0 67.1 67.2 67.3 67.4 67.5 67.6 67.7 67.8 67.9 68.0 68.1 68.2 68.3 68.4 68.5 68.6 68.7 68.8 68.9 69.0 69.1 69.2 69.3 69.4 69.5 69.6 69.7 69.8 69.9 70.0 70.1 70.2 70.3 70.4 70.5 70.6 70.7 70.8 70.9 71.0 71.1 71.2 71.3 71.4 71.5 71.6 71.7 71.8 71.9 72.0 72.1 72.2 72.3 72.4 72.5 72.6 72.7 72.8 72.9 73.0 73.1 73.2 73.3 73.4 73.5 73.6 73.7 73.8 73.9 74.0 74.1 74.2 74.3 74.4 74.5 74.6 74.7 74.8 74.9 75.0 75.1 75.2 75.3 75.4 75.5 75.6 75.7 75.8 75.9 76.0 76.1 76.2 76.3 76.4 76.5 76.6 76.7 76.8 76.9 77.0 77.1 77.2 77.3 77.4 77.5 77.6 77.7 77.8 77.9 78.0 78.1 78.2 78.3 78.4 78.5 78.6 78.7 78.8 78.9 79.0 79.1 79.2 79.3 79.4 79.5 79.6 79.7 79.8 79.9 80.0 60 80 Height

Geom.candlestick

using Gadfly, MarketData
set_default_plot_size(21cm, 8cm)
t = Dates.now()
NQ = yahoo("^IXIC", YahooOpt(period1 = t - Month(2), period2 = t)) # NASDAQ Composite
plot(
    x     = timestamp(NQ),
    open  = values(NQ.Open),
    high  = values(NQ.High),
    low   = values(NQ.Low),
    close = values(NQ.Close),
    Geom.candlestick,
    Scale.color_discrete_manual("green", "red"),
    Scale.x_discrete,
)
x 2024-01-16 2024-01-17 2024-01-18 2024-01-19 2024-01-22 2024-01-23 2024-01-24 2024-01-25 2024-01-26 2024-01-29 2024-01-30 2024-01-31 2024-02-01 2024-02-02 2024-02-05 2024-02-06 2024-02-07 2024-02-08 2024-02-09 2024-02-12 2024-02-13 2024-02-14 2024-02-15 2024-02-16 2024-02-20 2024-02-21 2024-02-22 2024-02-23 2024-02-26 2024-02-27 2024-02-28 2024-02-29 2024-03-01 2024-03-04 2024-03-05 2024-03-06 2024-03-07 2024-03-08 2024-03-11 2024-03-12 true false Color h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 14500 15000 15500 16000 16500 14500 14600 14700 14800 14900 15000 15100 15200 15300 15400 15500 15600 15700 15800 15900 16000 16100 16200 16300 16400 16500 14500 14510 14520 14530 14540 14550 14560 14570 14580 14590 14600 14610 14620 14630 14640 14650 14660 14670 14680 14690 14700 14710 14720 14730 14740 14750 14760 14770 14780 14790 14800 14810 14820 14830 14840 14850 14860 14870 14880 14890 14900 14910 14920 14930 14940 14950 14960 14970 14980 14990 15000 15010 15020 15030 15040 15050 15060 15070 15080 15090 15100 15110 15120 15130 15140 15150 15160 15170 15180 15190 15200 15210 15220 15230 15240 15250 15260 15270 15280 15290 15300 15310 15320 15330 15340 15350 15360 15370 15380 15390 15400 15410 15420 15430 15440 15450 15460 15470 15480 15490 15500 15510 15520 15530 15540 15550 15560 15570 15580 15590 15600 15610 15620 15630 15640 15650 15660 15670 15680 15690 15700 15710 15720 15730 15740 15750 15760 15770 15780 15790 15800 15810 15820 15830 15840 15850 15860 15870 15880 15890 15900 15910 15920 15930 15940 15950 15960 15970 15980 15990 16000 16010 16020 16030 16040 16050 16060 16070 16080 16090 16100 16110 16120 16130 16140 16150 16160 16170 16180 16190 16200 16210 16220 16230 16240 16250 16260 16270 16280 16290 16300 16310 16320 16330 16340 16350 16360 16370 16380 16390 16400 16410 16420 16430 16440 16450 16460 16470 16480 16490 16500 14500 15000 15500 16000 16500

Geom.contour

using DataFrames, Gadfly
set_default_plot_size(21cm, 8cm)
x2, cb = -2:0.2:2, [colorant"black"]
D = DataFrame(x=repeat(x2, outer=length(x2)), y=repeat(x2, inner=length(x2)))
D.z = D.x.*exp.(-(D.x.^2 + D.y.^2))
D2 = DataFrame(x=0.8*randn(10), y=0.8*randn(10), r=rand(10))

p1 = plot(z=(x,y) -> x*exp(-(x-round(Int, x))^2-y^2),
     xmin=[-10], xmax=[10], ymin=[-2], ymax=[2], Geom.contour)
p2 = plot(D, x=:x, y=:y,  layer(D2, color=:r, Geom.point),
  layer(z=:z, Geom.contour(levels=[-0.1:-0.1:-0.5;]), linestyle=[:dash], color=cb),
    layer(z=:z, Geom.contour(levels=[0.1:0.1:0.5;]),  color=cb))
hstack(p1, p2)
x -2 -1 0 1 2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 -2.00 -1.98 -1.96 -1.94 -1.92 -1.90 -1.88 -1.86 -1.84 -1.82 -1.80 -1.78 -1.76 -1.74 -1.72 -1.70 -1.68 -1.66 -1.64 -1.62 -1.60 -1.58 -1.56 -1.54 -1.52 -1.50 -1.48 -1.46 -1.44 -1.42 -1.40 -1.38 -1.36 -1.34 -1.32 -1.30 -1.28 -1.26 -1.24 -1.22 -1.20 -1.18 -1.16 -1.14 -1.12 -1.10 -1.08 -1.06 -1.04 -1.02 -1.00 -0.98 -0.96 -0.94 -0.92 -0.90 -0.88 -0.86 -0.84 -0.82 -0.80 -0.78 -0.76 -0.74 -0.72 -0.70 -0.68 -0.66 -0.64 -0.62 -0.60 -0.58 -0.56 -0.54 -0.52 -0.50 -0.48 -0.46 -0.44 -0.42 -0.40 -0.38 -0.36 -0.34 -0.32 -0.30 -0.28 -0.26 -0.24 -0.22 -0.20 -0.18 -0.16 -0.14 -0.12 -0.10 -0.08 -0.06 -0.04 -0.02 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 -2 0 2 1.0 0.0 0.5 r -0.3993800888491508-0.238789792809336 -0.58305468604408141.3525391457353206 0.33652088365394850.43345458287148786 1.1175137325259012-0.017845169126508933 0.30044143380968720.1970983167209939 0.15161589638032888-0.3311463011627016 0.27783902679493083-0.8709910851193441 -0.60259161563853750.2370715029802511 0.86852684884251130.8557405667337653 0.051191367456018181.827227705002384 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -2 -1 0 1 2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 -2.00 -1.98 -1.96 -1.94 -1.92 -1.90 -1.88 -1.86 -1.84 -1.82 -1.80 -1.78 -1.76 -1.74 -1.72 -1.70 -1.68 -1.66 -1.64 -1.62 -1.60 -1.58 -1.56 -1.54 -1.52 -1.50 -1.48 -1.46 -1.44 -1.42 -1.40 -1.38 -1.36 -1.34 -1.32 -1.30 -1.28 -1.26 -1.24 -1.22 -1.20 -1.18 -1.16 -1.14 -1.12 -1.10 -1.08 -1.06 -1.04 -1.02 -1.00 -0.98 -0.96 -0.94 -0.92 -0.90 -0.88 -0.86 -0.84 -0.82 -0.80 -0.78 -0.76 -0.74 -0.72 -0.70 -0.68 -0.66 -0.64 -0.62 -0.60 -0.58 -0.56 -0.54 -0.52 -0.50 -0.48 -0.46 -0.44 -0.42 -0.40 -0.38 -0.36 -0.34 -0.32 -0.30 -0.28 -0.26 -0.24 -0.22 -0.20 -0.18 -0.16 -0.14 -0.12 -0.10 -0.08 -0.06 -0.04 -0.02 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 -2 0 2 y xmin -10 -5 0 5 10 -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10 -10.0 -9.9 -9.8 -9.7 -9.6 -9.5 -9.4 -9.3 -9.2 -9.1 -9.0 -8.9 -8.8 -8.7 -8.6 -8.5 -8.4 -8.3 -8.2 -8.1 -8.0 -7.9 -7.8 -7.7 -7.6 -7.5 -7.4 -7.3 -7.2 -7.1 -7.0 -6.9 -6.8 -6.7 -6.6 -6.5 -6.4 -6.3 -6.2 -6.1 -6.0 -5.9 -5.8 -5.7 -5.6 -5.5 -5.4 -5.3 -5.2 -5.1 -5.0 -4.9 -4.8 -4.7 -4.6 -4.5 -4.4 -4.3 -4.2 -4.1 -4.0 -3.9 -3.8 -3.7 -3.6 -3.5 -3.4 -3.3 -3.2 -3.1 -3.0 -2.9 -2.8 -2.7 -2.6 -2.5 -2.4 -2.3 -2.2 -2.1 -2.0 -1.9 -1.8 -1.7 -1.6 -1.5 -1.4 -1.3 -1.2 -1.1 -1.0 -0.9 -0.8 -0.7 -0.6 -0.5 -0.4 -0.3 -0.2 -0.1 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9.0 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 10.0 -10 0 10 10 -10 -5 0 5 Color h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -2 -1 0 1 2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 -2.00 -1.98 -1.96 -1.94 -1.92 -1.90 -1.88 -1.86 -1.84 -1.82 -1.80 -1.78 -1.76 -1.74 -1.72 -1.70 -1.68 -1.66 -1.64 -1.62 -1.60 -1.58 -1.56 -1.54 -1.52 -1.50 -1.48 -1.46 -1.44 -1.42 -1.40 -1.38 -1.36 -1.34 -1.32 -1.30 -1.28 -1.26 -1.24 -1.22 -1.20 -1.18 -1.16 -1.14 -1.12 -1.10 -1.08 -1.06 -1.04 -1.02 -1.00 -0.98 -0.96 -0.94 -0.92 -0.90 -0.88 -0.86 -0.84 -0.82 -0.80 -0.78 -0.76 -0.74 -0.72 -0.70 -0.68 -0.66 -0.64 -0.62 -0.60 -0.58 -0.56 -0.54 -0.52 -0.50 -0.48 -0.46 -0.44 -0.42 -0.40 -0.38 -0.36 -0.34 -0.32 -0.30 -0.28 -0.26 -0.24 -0.22 -0.20 -0.18 -0.16 -0.14 -0.12 -0.10 -0.08 -0.06 -0.04 -0.02 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 -2 0 2 ymin
using Gadfly, RDatasets
set_default_plot_size(21cm, 16cm)
volcano = Matrix{Float64}(dataset("datasets", "volcano"))
p1 = plot(z=volcano, Geom.contour)
p2 = plot(z=volcano, Geom.contour(levels=[110.0, 150.0, 180.0, 190.0]))
p3 = plot(z=volcano, x=collect(0.0:10:860.0), y=collect(0.0:10:600.0),
          Geom.contour(levels=2))
Mv = volcano[1:4:end, 1:4:end]
Dv = vcat([DataFrame(x=[1:size(Mv,1);], y=j, z=Mv[:,j]) for j in 1:size(Mv,2)]...)
p4 = plot(Dv, x=:x, y=:y, z=:z,
          Coord.cartesian(xmin=1, xmax=22, ymin=1, ymax=16),
          layer(Geom.point, color=:z), Geom.contour(levels=10),
          Theme(line_width=0.5mm, point_size=1pt) )
gridstack([p1 p2; p3 p4])
x 0 5 10 15 20 25 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9.0 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 10.0 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11.0 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12.0 12.1 12.2 12.3 12.4 12.5 12.6 12.7 12.8 12.9 13.0 13.1 13.2 13.3 13.4 13.5 13.6 13.7 13.8 13.9 14.0 14.1 14.2 14.3 14.4 14.5 14.6 14.7 14.8 14.9 15.0 15.1 15.2 15.3 15.4 15.5 15.6 15.7 15.8 15.9 16.0 16.1 16.2 16.3 16.4 16.5 16.6 16.7 16.8 16.9 17.0 17.1 17.2 17.3 17.4 17.5 17.6 17.7 17.8 17.9 18.0 18.1 18.2 18.3 18.4 18.5 18.6 18.7 18.8 18.9 19.0 19.1 19.2 19.3 19.4 19.5 19.6 19.7 19.8 19.9 20.0 20.1 20.2 20.3 20.4 20.5 20.6 20.7 20.8 20.9 21.0 21.1 21.2 21.3 21.4 21.5 21.6 21.7 21.8 21.9 22.0 0 25 200 150 100 50 z 22,16 21,16 20,16 19,16 18,16 17,16 16,16 15,16 14,16 13,16 12,16 11,16 10,16 9,16 8,16 7,16 6,16 5,16 4,16 3,16 2,16 1,16 22,15 21,15 20,15 19,15 18,15 17,15 16,15 15,15 14,15 13,15 12,15 11,15 10,15 9,15 8,15 7,15 6,15 5,15 4,15 3,15 2,15 1,15 22,14 21,14 20,14 19,14 18,14 17,14 16,14 15,14 14,14 13,14 12,14 11,14 10,14 9,14 8,14 7,14 6,14 5,14 4,14 3,14 2,14 1,14 22,13 21,13 20,13 19,13 18,13 17,13 16,13 15,13 14,13 13,13 12,13 11,13 10,13 9,13 8,13 7,13 6,13 5,13 4,13 3,13 2,13 1,13 22,12 21,12 20,12 19,12 18,12 17,12 16,12 15,12 14,12 13,12 12,12 11,12 10,12 9,12 8,12 7,12 6,12 5,12 4,12 3,12 2,12 1,12 22,11 21,11 20,11 19,11 18,11 17,11 16,11 15,11 14,11 13,11 12,11 11,11 10,11 9,11 8,11 7,11 6,11 5,11 4,11 3,11 2,11 1,11 22,10 21,10 20,10 19,10 18,10 17,10 16,10 15,10 14,10 13,10 12,10 11,10 10,10 9,10 8,10 7,10 6,10 5,10 4,10 3,10 2,10 1,10 22,9 21,9 20,9 19,9 18,9 17,9 16,9 15,9 14,9 13,9 12,9 11,9 10,9 9,9 8,9 7,9 6,9 5,9 4,9 3,9 2,9 1,9 22,8 21,8 20,8 19,8 18,8 17,8 16,8 15,8 14,8 13,8 12,8 11,8 10,8 9,8 8,8 7,8 6,8 5,8 4,8 3,8 2,8 1,8 22,7 21,7 20,7 19,7 18,7 17,7 16,7 15,7 14,7 13,7 12,7 11,7 10,7 9,7 8,7 7,7 6,7 5,7 4,7 3,7 2,7 1,7 22,6 21,6 20,6 19,6 18,6 17,6 16,6 15,6 14,6 13,6 12,6 11,6 10,6 9,6 8,6 7,6 6,6 5,6 4,6 3,6 2,6 1,6 22,5 21,5 20,5 19,5 18,5 17,5 16,5 15,5 14,5 13,5 12,5 11,5 10,5 9,5 8,5 7,5 6,5 5,5 4,5 3,5 2,5 1,5 22,4 21,4 20,4 19,4 18,4 17,4 16,4 15,4 14,4 13,4 12,4 11,4 10,4 9,4 8,4 7,4 6,4 5,4 4,4 3,4 2,4 1,4 22,3 21,3 20,3 19,3 18,3 17,3 16,3 15,3 14,3 13,3 12,3 11,3 10,3 9,3 8,3 7,3 6,3 5,3 4,3 3,3 2,3 1,3 22,2 21,2 20,2 19,2 18,2 17,2 16,2 15,2 14,2 13,2 12,2 11,2 10,2 9,2 8,2 7,2 6,2 5,2 4,2 3,2 2,2 1,2 22,1 21,1 20,1 19,1 18,1 17,1 16,1 15,1 14,1 13,1 12,1 11,1 10,1 9,1 8,1 7,1 6,1 5,1 4,1 3,1 2,1 1,1 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 5 10 15 20 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9.0 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 10.0 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11.0 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12.0 12.1 12.2 12.3 12.4 12.5 12.6 12.7 12.8 12.9 13.0 13.1 13.2 13.3 13.4 13.5 13.6 13.7 13.8 13.9 14.0 14.1 14.2 14.3 14.4 14.5 14.6 14.7 14.8 14.9 15.0 15.1 15.2 15.3 15.4 15.5 15.6 15.7 15.8 15.9 16.0 0 20 y x 0 200 400 600 800 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 0 1000 140 170 130 120 160 150 Color h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 100 200 300 400 500 600 0 25 50 75 100 125 150 175 200 225 250 275 300 325 350 375 400 425 450 475 500 525 550 575 600 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 66 68 70 72 74 76 78 80 82 84 86 88 90 92 94 96 98 100 102 104 106 108 110 112 114 116 118 120 122 124 126 128 130 132 134 136 138 140 142 144 146 148 150 152 154 156 158 160 162 164 166 168 170 172 174 176 178 180 182 184 186 188 190 192 194 196 198 200 202 204 206 208 210 212 214 216 218 220 222 224 226 228 230 232 234 236 238 240 242 244 246 248 250 252 254 256 258 260 262 264 266 268 270 272 274 276 278 280 282 284 286 288 290 292 294 296 298 300 302 304 306 308 310 312 314 316 318 320 322 324 326 328 330 332 334 336 338 340 342 344 346 348 350 352 354 356 358 360 362 364 366 368 370 372 374 376 378 380 382 384 386 388 390 392 394 396 398 400 402 404 406 408 410 412 414 416 418 420 422 424 426 428 430 432 434 436 438 440 442 444 446 448 450 452 454 456 458 460 462 464 466 468 470 472 474 476 478 480 482 484 486 488 490 492 494 496 498 500 502 504 506 508 510 512 514 516 518 520 522 524 526 528 530 532 534 536 538 540 542 544 546 548 550 552 554 556 558 560 562 564 566 568 570 572 574 576 578 580 582 584 586 588 590 592 594 596 598 600 0 1000 y 0 25 50 75 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 190 120 160 110 180 130 140 150 170 Color h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 20 40 60 80 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 0 100 0 25 50 75 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 200 100 150 Color h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 20 40 60 80 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 0 100

Geom.density

using Gadfly, RDatasets, Distributions
set_default_plot_size(21cm, 8cm)
p1 = plot(dataset("ggplot2", "diamonds"), x="Price", Geom.density)
p2 = plot(dataset("ggplot2", "diamonds"), x="Price", color="Cut", Geom.density)
hstack(p1,p2)
Price -1.0×10⁴ 0 1.0×10⁴ 2.0×10⁴ 3.0×10⁴ -1.00×10⁴ -8.00×10³ -6.00×10³ -4.00×10³ -2.00×10³ 0 2.00×10³ 4.00×10³ 6.00×10³ 8.00×10³ 1.00×10⁴ 1.20×10⁴ 1.40×10⁴ 1.60×10⁴ 1.80×10⁴ 2.00×10⁴ 2.20×10⁴ 2.40×10⁴ 2.60×10⁴ 2.80×10⁴ 3.00×10⁴ -1.000×10⁴ -9.800×10³ -9.600×10³ -9.400×10³ -9.200×10³ -9.000×10³ -8.800×10³ -8.600×10³ -8.400×10³ -8.200×10³ -8.000×10³ -7.800×10³ -7.600×10³ -7.400×10³ -7.200×10³ -7.000×10³ -6.800×10³ -6.600×10³ -6.400×10³ -6.200×10³ -6.000×10³ -5.800×10³ -5.600×10³ -5.400×10³ -5.200×10³ -5.000×10³ -4.800×10³ -4.600×10³ -4.400×10³ -4.200×10³ -4.000×10³ -3.800×10³ -3.600×10³ -3.400×10³ -3.200×10³ -3.000×10³ -2.800×10³ -2.600×10³ -2.400×10³ -2.200×10³ -2.000×10³ -1.800×10³ -1.600×10³ -1.400×10³ -1.200×10³ -1.000×10³ -8.000×10² -6.000×10² -4.000×10² -2.000×10² 0 2.000×10² 4.000×10² 6.000×10² 8.000×10² 1.000×10³ 1.200×10³ 1.400×10³ 1.600×10³ 1.800×10³ 2.000×10³ 2.200×10³ 2.400×10³ 2.600×10³ 2.800×10³ 3.000×10³ 3.200×10³ 3.400×10³ 3.600×10³ 3.800×10³ 4.000×10³ 4.200×10³ 4.400×10³ 4.600×10³ 4.800×10³ 5.000×10³ 5.200×10³ 5.400×10³ 5.600×10³ 5.800×10³ 6.000×10³ 6.200×10³ 6.400×10³ 6.600×10³ 6.800×10³ 7.000×10³ 7.200×10³ 7.400×10³ 7.600×10³ 7.800×10³ 8.000×10³ 8.200×10³ 8.400×10³ 8.600×10³ 8.800×10³ 9.000×10³ 9.200×10³ 9.400×10³ 9.600×10³ 9.800×10³ 1.000×10⁴ 1.020×10⁴ 1.040×10⁴ 1.060×10⁴ 1.080×10⁴ 1.100×10⁴ 1.120×10⁴ 1.140×10⁴ 1.160×10⁴ 1.180×10⁴ 1.200×10⁴ 1.220×10⁴ 1.240×10⁴ 1.260×10⁴ 1.280×10⁴ 1.300×10⁴ 1.320×10⁴ 1.340×10⁴ 1.360×10⁴ 1.380×10⁴ 1.400×10⁴ 1.420×10⁴ 1.440×10⁴ 1.460×10⁴ 1.480×10⁴ 1.500×10⁴ 1.520×10⁴ 1.540×10⁴ 1.560×10⁴ 1.580×10⁴ 1.600×10⁴ 1.620×10⁴ 1.640×10⁴ 1.660×10⁴ 1.680×10⁴ 1.700×10⁴ 1.720×10⁴ 1.740×10⁴ 1.760×10⁴ 1.780×10⁴ 1.800×10⁴ 1.820×10⁴ 1.840×10⁴ 1.860×10⁴ 1.880×10⁴ 1.900×10⁴ 1.920×10⁴ 1.940×10⁴ 1.960×10⁴ 1.980×10⁴ 2.000×10⁴ 2.020×10⁴ 2.040×10⁴ 2.060×10⁴ 2.080×10⁴ 2.100×10⁴ 2.120×10⁴ 2.140×10⁴ 2.160×10⁴ 2.180×10⁴ 2.200×10⁴ 2.220×10⁴ 2.240×10⁴ 2.260×10⁴ 2.280×10⁴ 2.300×10⁴ 2.320×10⁴ 2.340×10⁴ 2.360×10⁴ 2.380×10⁴ 2.400×10⁴ 2.420×10⁴ 2.440×10⁴ 2.460×10⁴ 2.480×10⁴ 2.500×10⁴ 2.520×10⁴ 2.540×10⁴ 2.560×10⁴ 2.580×10⁴ 2.600×10⁴ 2.620×10⁴ 2.640×10⁴ 2.660×10⁴ 2.680×10⁴ 2.700×10⁴ 2.720×10⁴ 2.740×10⁴ 2.760×10⁴ 2.780×10⁴ 2.800×10⁴ 2.820×10⁴ 2.840×10⁴ 2.860×10⁴ 2.880×10⁴ 2.900×10⁴ 2.920×10⁴ 2.940×10⁴ 2.960×10⁴ 2.980×10⁴ 3.000×10⁴ -1.0×10⁴ 0 1.0×10⁴ 2.0×10⁴ 3.0×10⁴ Ideal Premium Good Very Good Fair Cut h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0000 0.0001 0.0002 0.0003 0.0004 0.0005 0.00000 0.00002 0.00004 0.00006 0.00008 0.00010 0.00012 0.00014 0.00016 0.00018 0.00020 0.00022 0.00024 0.00026 0.00028 0.00030 0.00032 0.00034 0.00036 0.00038 0.00040 0.00042 0.00044 0.00046 0.00048 0.00050 0.000000 0.000002 0.000004 0.000006 0.000008 0.000010 0.000012 0.000014 0.000016 0.000018 0.000020 0.000022 0.000024 0.000026 0.000028 0.000030 0.000032 0.000034 0.000036 0.000038 0.000040 0.000042 0.000044 0.000046 0.000048 0.000050 0.000052 0.000054 0.000056 0.000058 0.000060 0.000062 0.000064 0.000066 0.000068 0.000070 0.000072 0.000074 0.000076 0.000078 0.000080 0.000082 0.000084 0.000086 0.000088 0.000090 0.000092 0.000094 0.000096 0.000098 0.000100 0.000102 0.000104 0.000106 0.000108 0.000110 0.000112 0.000114 0.000116 0.000118 0.000120 0.000122 0.000124 0.000126 0.000128 0.000130 0.000132 0.000134 0.000136 0.000138 0.000140 0.000142 0.000144 0.000146 0.000148 0.000150 0.000152 0.000154 0.000156 0.000158 0.000160 0.000162 0.000164 0.000166 0.000168 0.000170 0.000172 0.000174 0.000176 0.000178 0.000180 0.000182 0.000184 0.000186 0.000188 0.000190 0.000192 0.000194 0.000196 0.000198 0.000200 0.000202 0.000204 0.000206 0.000208 0.000210 0.000212 0.000214 0.000216 0.000218 0.000220 0.000222 0.000224 0.000226 0.000228 0.000230 0.000232 0.000234 0.000236 0.000238 0.000240 0.000242 0.000244 0.000246 0.000248 0.000250 0.000252 0.000254 0.000256 0.000258 0.000260 0.000262 0.000264 0.000266 0.000268 0.000270 0.000272 0.000274 0.000276 0.000278 0.000280 0.000282 0.000284 0.000286 0.000288 0.000290 0.000292 0.000294 0.000296 0.000298 0.000300 0.000302 0.000304 0.000306 0.000308 0.000310 0.000312 0.000314 0.000316 0.000318 0.000320 0.000322 0.000324 0.000326 0.000328 0.000330 0.000332 0.000334 0.000336 0.000338 0.000340 0.000342 0.000344 0.000346 0.000348 0.000350 0.000352 0.000354 0.000356 0.000358 0.000360 0.000362 0.000364 0.000366 0.000368 0.000370 0.000372 0.000374 0.000376 0.000378 0.000380 0.000382 0.000384 0.000386 0.000388 0.000390 0.000392 0.000394 0.000396 0.000398 0.000400 0.000402 0.000404 0.000406 0.000408 0.000410 0.000412 0.000414 0.000416 0.000418 0.000420 0.000422 0.000424 0.000426 0.000428 0.000430 0.000432 0.000434 0.000436 0.000438 0.000440 0.000442 0.000444 0.000446 0.000448 0.000450 0.000452 0.000454 0.000456 0.000458 0.000460 0.000462 0.000464 0.000466 0.000468 0.000470 0.000472 0.000474 0.000476 0.000478 0.000480 0.000482 0.000484 0.000486 0.000488 0.000490 0.000492 0.000494 0.000496 0.000498 0.000500 0.0000 0.0005 Price -1.0×10⁴ 0 1.0×10⁴ 2.0×10⁴ 3.0×10⁴ -1.00×10⁴ -8.00×10³ -6.00×10³ -4.00×10³ -2.00×10³ 0 2.00×10³ 4.00×10³ 6.00×10³ 8.00×10³ 1.00×10⁴ 1.20×10⁴ 1.40×10⁴ 1.60×10⁴ 1.80×10⁴ 2.00×10⁴ 2.20×10⁴ 2.40×10⁴ 2.60×10⁴ 2.80×10⁴ 3.00×10⁴ -1.000×10⁴ -9.800×10³ -9.600×10³ -9.400×10³ -9.200×10³ -9.000×10³ -8.800×10³ -8.600×10³ -8.400×10³ -8.200×10³ -8.000×10³ -7.800×10³ -7.600×10³ -7.400×10³ -7.200×10³ -7.000×10³ -6.800×10³ -6.600×10³ -6.400×10³ -6.200×10³ -6.000×10³ -5.800×10³ -5.600×10³ -5.400×10³ -5.200×10³ -5.000×10³ -4.800×10³ -4.600×10³ -4.400×10³ -4.200×10³ -4.000×10³ -3.800×10³ -3.600×10³ -3.400×10³ -3.200×10³ -3.000×10³ -2.800×10³ -2.600×10³ -2.400×10³ -2.200×10³ -2.000×10³ -1.800×10³ -1.600×10³ -1.400×10³ -1.200×10³ -1.000×10³ -8.000×10² -6.000×10² -4.000×10² -2.000×10² 0 2.000×10² 4.000×10² 6.000×10² 8.000×10² 1.000×10³ 1.200×10³ 1.400×10³ 1.600×10³ 1.800×10³ 2.000×10³ 2.200×10³ 2.400×10³ 2.600×10³ 2.800×10³ 3.000×10³ 3.200×10³ 3.400×10³ 3.600×10³ 3.800×10³ 4.000×10³ 4.200×10³ 4.400×10³ 4.600×10³ 4.800×10³ 5.000×10³ 5.200×10³ 5.400×10³ 5.600×10³ 5.800×10³ 6.000×10³ 6.200×10³ 6.400×10³ 6.600×10³ 6.800×10³ 7.000×10³ 7.200×10³ 7.400×10³ 7.600×10³ 7.800×10³ 8.000×10³ 8.200×10³ 8.400×10³ 8.600×10³ 8.800×10³ 9.000×10³ 9.200×10³ 9.400×10³ 9.600×10³ 9.800×10³ 1.000×10⁴ 1.020×10⁴ 1.040×10⁴ 1.060×10⁴ 1.080×10⁴ 1.100×10⁴ 1.120×10⁴ 1.140×10⁴ 1.160×10⁴ 1.180×10⁴ 1.200×10⁴ 1.220×10⁴ 1.240×10⁴ 1.260×10⁴ 1.280×10⁴ 1.300×10⁴ 1.320×10⁴ 1.340×10⁴ 1.360×10⁴ 1.380×10⁴ 1.400×10⁴ 1.420×10⁴ 1.440×10⁴ 1.460×10⁴ 1.480×10⁴ 1.500×10⁴ 1.520×10⁴ 1.540×10⁴ 1.560×10⁴ 1.580×10⁴ 1.600×10⁴ 1.620×10⁴ 1.640×10⁴ 1.660×10⁴ 1.680×10⁴ 1.700×10⁴ 1.720×10⁴ 1.740×10⁴ 1.760×10⁴ 1.780×10⁴ 1.800×10⁴ 1.820×10⁴ 1.840×10⁴ 1.860×10⁴ 1.880×10⁴ 1.900×10⁴ 1.920×10⁴ 1.940×10⁴ 1.960×10⁴ 1.980×10⁴ 2.000×10⁴ 2.020×10⁴ 2.040×10⁴ 2.060×10⁴ 2.080×10⁴ 2.100×10⁴ 2.120×10⁴ 2.140×10⁴ 2.160×10⁴ 2.180×10⁴ 2.200×10⁴ 2.220×10⁴ 2.240×10⁴ 2.260×10⁴ 2.280×10⁴ 2.300×10⁴ 2.320×10⁴ 2.340×10⁴ 2.360×10⁴ 2.380×10⁴ 2.400×10⁴ 2.420×10⁴ 2.440×10⁴ 2.460×10⁴ 2.480×10⁴ 2.500×10⁴ 2.520×10⁴ 2.540×10⁴ 2.560×10⁴ 2.580×10⁴ 2.600×10⁴ 2.620×10⁴ 2.640×10⁴ 2.660×10⁴ 2.680×10⁴ 2.700×10⁴ 2.720×10⁴ 2.740×10⁴ 2.760×10⁴ 2.780×10⁴ 2.800×10⁴ 2.820×10⁴ 2.840×10⁴ 2.860×10⁴ 2.880×10⁴ 2.900×10⁴ 2.920×10⁴ 2.940×10⁴ 2.960×10⁴ 2.980×10⁴ 3.000×10⁴ -1.0×10⁴ 0 1.0×10⁴ 2.0×10⁴ 3.0×10⁴ h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0000 0.0001 0.0002 0.0003 0.0004 0.00000 0.00002 0.00004 0.00006 0.00008 0.00010 0.00012 0.00014 0.00016 0.00018 0.00020 0.00022 0.00024 0.00026 0.00028 0.00030 0.00032 0.00034 0.00036 0.00038 0.00040 0.000000 0.000002 0.000004 0.000006 0.000008 0.000010 0.000012 0.000014 0.000016 0.000018 0.000020 0.000022 0.000024 0.000026 0.000028 0.000030 0.000032 0.000034 0.000036 0.000038 0.000040 0.000042 0.000044 0.000046 0.000048 0.000050 0.000052 0.000054 0.000056 0.000058 0.000060 0.000062 0.000064 0.000066 0.000068 0.000070 0.000072 0.000074 0.000076 0.000078 0.000080 0.000082 0.000084 0.000086 0.000088 0.000090 0.000092 0.000094 0.000096 0.000098 0.000100 0.000102 0.000104 0.000106 0.000108 0.000110 0.000112 0.000114 0.000116 0.000118 0.000120 0.000122 0.000124 0.000126 0.000128 0.000130 0.000132 0.000134 0.000136 0.000138 0.000140 0.000142 0.000144 0.000146 0.000148 0.000150 0.000152 0.000154 0.000156 0.000158 0.000160 0.000162 0.000164 0.000166 0.000168 0.000170 0.000172 0.000174 0.000176 0.000178 0.000180 0.000182 0.000184 0.000186 0.000188 0.000190 0.000192 0.000194 0.000196 0.000198 0.000200 0.000202 0.000204 0.000206 0.000208 0.000210 0.000212 0.000214 0.000216 0.000218 0.000220 0.000222 0.000224 0.000226 0.000228 0.000230 0.000232 0.000234 0.000236 0.000238 0.000240 0.000242 0.000244 0.000246 0.000248 0.000250 0.000252 0.000254 0.000256 0.000258 0.000260 0.000262 0.000264 0.000266 0.000268 0.000270 0.000272 0.000274 0.000276 0.000278 0.000280 0.000282 0.000284 0.000286 0.000288 0.000290 0.000292 0.000294 0.000296 0.000298 0.000300 0.000302 0.000304 0.000306 0.000308 0.000310 0.000312 0.000314 0.000316 0.000318 0.000320 0.000322 0.000324 0.000326 0.000328 0.000330 0.000332 0.000334 0.000336 0.000338 0.000340 0.000342 0.000344 0.000346 0.000348 0.000350 0.000352 0.000354 0.000356 0.000358 0.000360 0.000362 0.000364 0.000366 0.000368 0.000370 0.000372 0.000374 0.000376 0.000378 0.000380 0.000382 0.000384 0.000386 0.000388 0.000390 0.000392 0.000394 0.000396 0.000398 0.000400 0.000402 0.0000 0.0005
using Gadfly, RDatasets, Distributions
set_default_plot_size(14cm, 8cm)
dist = MixtureModel(Normal, [(0.5, 0.2), (1, 0.1)])
xs = rand(dist, 10^5)
plot(layer(x=xs, Geom.density, color=["auto"]),
    layer(x=xs, Geom.density(bandwidth=0.0003), color=["bw=0.0003"]),
    layer(x=xs, Geom.density(bandwidth=0.25), color=["bw=0.25"]),
    Scale.color_discrete_manual("orange", "green", "purple"),
    Guide.colorkey(title="bandwidth"))
x -2 -1 0 1 2 3 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 -2.00 -1.98 -1.96 -1.94 -1.92 -1.90 -1.88 -1.86 -1.84 -1.82 -1.80 -1.78 -1.76 -1.74 -1.72 -1.70 -1.68 -1.66 -1.64 -1.62 -1.60 -1.58 -1.56 -1.54 -1.52 -1.50 -1.48 -1.46 -1.44 -1.42 -1.40 -1.38 -1.36 -1.34 -1.32 -1.30 -1.28 -1.26 -1.24 -1.22 -1.20 -1.18 -1.16 -1.14 -1.12 -1.10 -1.08 -1.06 -1.04 -1.02 -1.00 -0.98 -0.96 -0.94 -0.92 -0.90 -0.88 -0.86 -0.84 -0.82 -0.80 -0.78 -0.76 -0.74 -0.72 -0.70 -0.68 -0.66 -0.64 -0.62 -0.60 -0.58 -0.56 -0.54 -0.52 -0.50 -0.48 -0.46 -0.44 -0.42 -0.40 -0.38 -0.36 -0.34 -0.32 -0.30 -0.28 -0.26 -0.24 -0.22 -0.20 -0.18 -0.16 -0.14 -0.12 -0.10 -0.08 -0.06 -0.04 -0.02 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 -3 0 3 auto bw=0.0003 bw=0.25 bandwidth h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0 0.5 1.0 1.5 2.0 2.5 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09 0.10 0.11 0.12 0.13 0.14 0.15 0.16 0.17 0.18 0.19 0.20 0.21 0.22 0.23 0.24 0.25 0.26 0.27 0.28 0.29 0.30 0.31 0.32 0.33 0.34 0.35 0.36 0.37 0.38 0.39 0.40 0.41 0.42 0.43 0.44 0.45 0.46 0.47 0.48 0.49 0.50 0.51 0.52 0.53 0.54 0.55 0.56 0.57 0.58 0.59 0.60 0.61 0.62 0.63 0.64 0.65 0.66 0.67 0.68 0.69 0.70 0.71 0.72 0.73 0.74 0.75 0.76 0.77 0.78 0.79 0.80 0.81 0.82 0.83 0.84 0.85 0.86 0.87 0.88 0.89 0.90 0.91 0.92 0.93 0.94 0.95 0.96 0.97 0.98 0.99 1.00 1.01 1.02 1.03 1.04 1.05 1.06 1.07 1.08 1.09 1.10 1.11 1.12 1.13 1.14 1.15 1.16 1.17 1.18 1.19 1.20 1.21 1.22 1.23 1.24 1.25 1.26 1.27 1.28 1.29 1.30 1.31 1.32 1.33 1.34 1.35 1.36 1.37 1.38 1.39 1.40 1.41 1.42 1.43 1.44 1.45 1.46 1.47 1.48 1.49 1.50 1.51 1.52 1.53 1.54 1.55 1.56 1.57 1.58 1.59 1.60 1.61 1.62 1.63 1.64 1.65 1.66 1.67 1.68 1.69 1.70 1.71 1.72 1.73 1.74 1.75 1.76 1.77 1.78 1.79 1.80 1.81 1.82 1.83 1.84 1.85 1.86 1.87 1.88 1.89 1.90 1.91 1.92 1.93 1.94 1.95 1.96 1.97 1.98 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 0.0 2.5

Geom.density2d

using Gadfly, Distributions, RDatasets
set_default_plot_size(21cm, 18cm)
geyser, iris = dataset("datasets", "faithful"), dataset("datasets", "iris")
geyser.g = geyser.Eruptions.>3
X = rand(Rayleigh(2), 1000,2)
levelf(x) = maximum(x)*0.5.^collect(1:2:8)
p1 = plot(x=X[:,1], y=X[:,2], layer(Geom.density2d(levels=levelf), color=[colorant"red"],
        linestyle=[:solid]), Geom.point)
p2 = plot(geyser, x=:Eruptions, y=:Waiting, color=:g, Geom.density2d(levels=4),
        Geom.point, alpha=[0.4])
p3 = plot(iris, x=:SepalLength, y=:SepalWidth, color=:Species, Geom.density2d(levels=4),
        Geom.point, alpha=[0.8])
cs = repeat(Scale.default_discrete_colors(3), inner=50)
p4 = plot(iris, x=:SepalLength, y=:SepalWidth,  layer(color=cs, Geom.point),
    layer(Geom.density2d(levels=[0.1:0.1:0.4;]),  order=1),
    Scale.color_continuous,   Guide.colorkey(title=""),
    Theme(point_size=3pt, line_width=1.5pt),
    Guide.manual_color_key("Iris", unique(iris.Species)))
gridstack([p1 p2; p3 p4])
SepalLength 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 setosa versicolor virginica Iris 0.4 0.0 0.3 0.1 0.2 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 SepalWidth SepalLength 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 setosa versicolor virginica Species 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 SepalWidth Eruptions 0 1 2 3 4 5 6 0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00 2.25 2.50 2.75 3.00 3.25 3.50 3.75 4.00 4.25 4.50 4.75 5.00 5.25 5.50 5.75 6.00 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 0 10 true false g 4.467,74 1.817,46 4.417,90 2.15,46 4.117,81 4.75,75 2.25,60 1.983,43 4.25,83 1.85,58 4.533,84 4.767,78 4.283,79 2.0,56 4.45,83 3.917,71 3.817,80 4.15,88 4.5,73 3.567,73 4.45,83 2.2,54 4.35,74 2.133,67 4.367,82 2.083,57 3.833,82 4.583,85 2.9,63 4.933,86 2.35,47 4.15,75 2.333,64 3.95,79 4.283,77 1.85,54 1.883,54 4.45,90 2.217,50 4.183,86 2.417,54 4.083,70 4.55,79 3.917,70 4.267,78 4.083,78 4.117,79 4.0,78 4.483,75 1.75,54 4.267,82 1.867,50 4.15,76 2.0,55 4.8,94 2.4,53 4.233,76 3.417,64 3.833,75 1.867,49 4.7,80 2.383,71 4.5,83 1.933,49 3.85,84 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4.517,80 3.95,76 4.933,88 4.067,73 2.633,65 4.1,70 4.333,82 4.133,75 3.6,83 3.883,76 4.567,78 2.017,60 5.067,76 1.983,62 4.0,71 4.5,79 1.967,56 4.033,82 4.7,73 2.067,65 4.7,78 4.167,78 4.4,92 1.817,60 4.8,82 1.75,48 4.5,84 2.233,59 4.317,81 4.567,77 1.667,64 3.717,71 4.883,83 1.733,54 4.833,80 1.833,54 4.716,90 4.8,75 2.0,59 4.633,82 2.1,53 3.833,64 3.317,83 4.533,73 1.75,58 4.567,84 1.883,58 4.35,80 4.783,90 1.833,59 4.833,80 1.867,48 2.017,52 3.833,74 4.033,80 3.367,66 4.467,77 4.3,73 4.433,79 3.85,78 4.083,76 1.967,55 3.6,83 4.533,74 3.067,69 3.45,78 1.75,47 1.8,51 4.25,79 1.6,52 4.8,84 1.75,62 2.167,52 4.7,83 1.75,47 4.2,78 3.917,84 1.833,54 4.35,85 1.95,51 3.6,85 4.7,88 2.883,55 4.533,85 2.283,62 3.333,74 1.8,54 3.6,79 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 40 50 60 70 80 90 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 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1.89021954944237082.905259288953739 1.81454362128285430.8607466070966121 3.6596443224980696.382192978878801 2.32084973723507341.2851631975169808 3.34705153615620432.029468958080587 4.3368599596894141.5478204749759552 0.69916310307733232.235773895256017 0.102741967801593053.305357947795885 1.13982324690492563.5826514589622236 3.70210729807020433.4482839381451216 3.05444577063113170.696492453382155 2.24141041199059782.379813472131165 2.9135492991234675.328849125401248 1.8365519206685151.1147125176491184 1.3880998595089684.051498986399869 2.2118111314421730.4797103415347764 2.33347758051711062.6484249318384383 1.84970532842288155.250729716310749 2.35210544587087741.7917570718354983 2.2737257134346682.2777138838818893 0.76528196262916184.57669251590904 2.97091175229670463.431523522936879 1.30191256729068372.001309483095768 0.44052032553446512.287532727085428 2.63410424539848931.7407648902435684 1.1451636872144425.150412739470023 2.70460485565687542.425576080352469 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3.00133367956420473.2398747098051124 3.8545442247779034.532489878289053 1.30908333611585184.150471306107153 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -2 0 2 4 6 8 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 -5 0 5 10 y

Geom.ellipse

using RDatasets, Gadfly
set_default_plot_size(21cm, 8cm)
D = dataset("datasets","faithful")
D.g = D.Eruptions.>3.0
coord = Coord.cartesian(ymin=40, ymax=100)
pa = plot(D, coord, x=:Eruptions, y=:Waiting, group=:g,
    Geom.point, Geom.ellipse, Theme(lowlight_color=c->"gray"))
pb = plot(D, coord, Guide.ylabel(nothing), x=:Eruptions, y=:Waiting, color=:g,
    Geom.point, Geom.ellipse(levels=[0.95, 0.99]),
    Theme(key_position=:none, lowlight_color=identity, line_style=[:solid,:dot]))
pc = plot(D, coord, Guide.ylabel(nothing), x=:Eruptions, y=:Waiting, color=:g,
    Geom.point, Geom.ellipse(fill=true),
    layer(Geom.ellipse(levels=[0.99]), style(line_style=[:dot])),
    Theme(key_position=:none))
hstack(pa,pb,pc)
Eruptions 0 1 2 3 4 5 6 0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00 2.25 2.50 2.75 3.00 3.25 3.50 3.75 4.00 4.25 4.50 4.75 5.00 5.25 5.50 5.75 6.00 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 0 10 4.467,74 1.817,46 4.417,90 2.15,46 4.117,81 4.75,75 2.25,60 1.983,43 4.25,83 1.85,58 4.533,84 4.767,78 4.283,79 2.0,56 4.45,83 3.917,71 3.817,80 4.15,88 4.5,73 3.567,73 4.45,83 2.2,54 4.35,74 2.133,67 4.367,82 2.083,57 3.833,82 4.583,85 2.9,63 4.933,86 2.35,47 4.15,75 2.333,64 3.95,79 4.283,77 1.85,54 1.883,54 4.45,90 2.217,50 4.183,86 2.417,54 4.083,70 4.55,79 3.917,70 4.267,78 4.083,78 4.117,79 4.0,78 4.483,75 1.75,54 4.267,82 1.867,50 4.15,76 2.0,55 4.8,94 2.4,53 4.233,76 3.417,64 3.833,75 1.867,49 4.7,80 2.383,71 4.5,83 1.933,49 3.85,84 4.367,77 1.783,46 4.6,78 1.867,53 4.133,91 4.35,82 2.1,60 4.667,78 2.25,51 4.366,77 3.5,87 4.233,81 3.966,77 4.1,84 4.8,76 1.833,57 4.8,81 2.183,55 4.417,83 1.833,46 4.083,84 4.433,78 2.033,51 3.767,83 4.25,83 4.583,77 1.883,55 4.167,74 4.0,85 2.417,50 4.5,73 4.333,81 4.167,81 3.333,68 4.583,77 2.083,57 1.917,49 4.617,93 1.933,52 5.0,88 2.367,63 4.583,76 3.5,66 3.833,78 2.0,58 4.15,86 2.2,45 3.967,89 1.8,53 4.083,93 4.5,81 4.0,70 3.567,71 4.6,81 2.4,65 4.0,77 5.033,77 1.8,53 5.1,96 2.017,49 4.633,80 1.983,59 4.333,76 4.817,77 4.533,82 2.233,60 4.233,81 3.733,79 2.033,53 4.933,86 1.883,51 4.383,82 1.833,46 4.333,89 2.8,56 4.167,83 1.867,45 4.65,90 2.267,55 4.5,82 1.917,45 3.767,81 4.6,88 1.967,56 4.25,77 4.067,69 2.617,53 4.417,87 1.817,59 4.6,85 2.317,50 4.633,81 1.7,59 4.417,79 4.9,89 2.3,59 4.733,75 3.683,81 4.85,86 1.783,52 4.7,84 1.867,47 4.05,81 4.5,83 2.1,49 4.367,88 2.483,62 4.9,82 1.867,51 3.75,75 4.667,84 4.3,72 1.833,63 4.817,78 1.867,50 4.333,90 2.2,60 4.0,86 2.167,48 4.517,80 3.95,76 4.933,88 4.067,73 2.633,65 4.1,70 4.333,82 4.133,75 3.6,83 3.883,76 4.567,78 2.017,60 5.067,76 1.983,62 4.0,71 4.5,79 1.967,56 4.033,82 4.7,73 2.067,65 4.7,78 4.167,78 4.4,92 1.817,60 4.8,82 1.75,48 4.5,84 2.233,59 4.317,81 4.567,77 1.667,64 3.717,71 4.883,83 1.733,54 4.833,80 1.833,54 4.716,90 4.8,75 2.0,59 4.633,82 2.1,53 3.833,64 3.317,83 4.533,73 1.75,58 4.567,84 1.883,58 4.35,80 4.783,90 1.833,59 4.833,80 1.867,48 2.017,52 3.833,74 4.033,80 3.367,66 4.467,77 4.3,73 4.433,79 3.85,78 4.083,76 1.967,55 3.6,83 4.533,74 3.067,69 3.45,78 1.75,47 1.8,51 4.25,79 1.6,52 4.8,84 1.75,62 2.167,52 4.7,83 1.75,47 4.2,78 3.917,84 1.833,54 4.35,85 1.95,51 3.6,85 4.7,88 2.883,55 4.533,85 2.283,62 3.333,74 1.8,54 3.6,79 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 40 50 60 70 80 90 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 Eruptions 0 1 2 3 4 5 6 0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00 2.25 2.50 2.75 3.00 3.25 3.50 3.75 4.00 4.25 4.50 4.75 5.00 5.25 5.50 5.75 6.00 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 0 10 4.467,74 1.817,46 4.417,90 2.15,46 4.117,81 4.75,75 2.25,60 1.983,43 4.25,83 1.85,58 4.533,84 4.767,78 4.283,79 2.0,56 4.45,83 3.917,71 3.817,80 4.15,88 4.5,73 3.567,73 4.45,83 2.2,54 4.35,74 2.133,67 4.367,82 2.083,57 3.833,82 4.583,85 2.9,63 4.933,86 2.35,47 4.15,75 2.333,64 3.95,79 4.283,77 1.85,54 1.883,54 4.45,90 2.217,50 4.183,86 2.417,54 4.083,70 4.55,79 3.917,70 4.267,78 4.083,78 4.117,79 4.0,78 4.483,75 1.75,54 4.267,82 1.867,50 4.15,76 2.0,55 4.8,94 2.4,53 4.233,76 3.417,64 3.833,75 1.867,49 4.7,80 2.383,71 4.5,83 1.933,49 3.85,84 4.367,77 1.783,46 4.6,78 1.867,53 4.133,91 4.35,82 2.1,60 4.667,78 2.25,51 4.366,77 3.5,87 4.233,81 3.966,77 4.1,84 4.8,76 1.833,57 4.8,81 2.183,55 4.417,83 1.833,46 4.083,84 4.433,78 2.033,51 3.767,83 4.25,83 4.583,77 1.883,55 4.167,74 4.0,85 2.417,50 4.5,73 4.333,81 4.167,81 3.333,68 4.583,77 2.083,57 1.917,49 4.617,93 1.933,52 5.0,88 2.367,63 4.583,76 3.5,66 3.833,78 2.0,58 4.15,86 2.2,45 3.967,89 1.8,53 4.083,93 4.5,81 4.0,70 3.567,71 4.6,81 2.4,65 4.0,77 5.033,77 1.8,53 5.1,96 2.017,49 4.633,80 1.983,59 4.333,76 4.817,77 4.533,82 2.233,60 4.233,81 3.733,79 2.033,53 4.933,86 1.883,51 4.383,82 1.833,46 4.333,89 2.8,56 4.167,83 1.867,45 4.65,90 2.267,55 4.5,82 1.917,45 3.767,81 4.6,88 1.967,56 4.25,77 4.067,69 2.617,53 4.417,87 1.817,59 4.6,85 2.317,50 4.633,81 1.7,59 4.417,79 4.9,89 2.3,59 4.733,75 3.683,81 4.85,86 1.783,52 4.7,84 1.867,47 4.05,81 4.5,83 2.1,49 4.367,88 2.483,62 4.9,82 1.867,51 3.75,75 4.667,84 4.3,72 1.833,63 4.817,78 1.867,50 4.333,90 2.2,60 4.0,86 2.167,48 4.517,80 3.95,76 4.933,88 4.067,73 2.633,65 4.1,70 4.333,82 4.133,75 3.6,83 3.883,76 4.567,78 2.017,60 5.067,76 1.983,62 4.0,71 4.5,79 1.967,56 4.033,82 4.7,73 2.067,65 4.7,78 4.167,78 4.4,92 1.817,60 4.8,82 1.75,48 4.5,84 2.233,59 4.317,81 4.567,77 1.667,64 3.717,71 4.883,83 1.733,54 4.833,80 1.833,54 4.716,90 4.8,75 2.0,59 4.633,82 2.1,53 3.833,64 3.317,83 4.533,73 1.75,58 4.567,84 1.883,58 4.35,80 4.783,90 1.833,59 4.833,80 1.867,48 2.017,52 3.833,74 4.033,80 3.367,66 4.467,77 4.3,73 4.433,79 3.85,78 4.083,76 1.967,55 3.6,83 4.533,74 3.067,69 3.45,78 1.75,47 1.8,51 4.25,79 1.6,52 4.8,84 1.75,62 2.167,52 4.7,83 1.75,47 4.2,78 3.917,84 1.833,54 4.35,85 1.95,51 3.6,85 4.7,88 2.883,55 4.533,85 2.283,62 3.333,74 1.8,54 3.6,79 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 40 50 60 70 80 90 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 Eruptions 0 1 2 3 4 5 6 0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00 2.25 2.50 2.75 3.00 3.25 3.50 3.75 4.00 4.25 4.50 4.75 5.00 5.25 5.50 5.75 6.00 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 0 10 4.467,74 1.817,46 4.417,90 2.15,46 4.117,81 4.75,75 2.25,60 1.983,43 4.25,83 1.85,58 4.533,84 4.767,78 4.283,79 2.0,56 4.45,83 3.917,71 3.817,80 4.15,88 4.5,73 3.567,73 4.45,83 2.2,54 4.35,74 2.133,67 4.367,82 2.083,57 3.833,82 4.583,85 2.9,63 4.933,86 2.35,47 4.15,75 2.333,64 3.95,79 4.283,77 1.85,54 1.883,54 4.45,90 2.217,50 4.183,86 2.417,54 4.083,70 4.55,79 3.917,70 4.267,78 4.083,78 4.117,79 4.0,78 4.483,75 1.75,54 4.267,82 1.867,50 4.15,76 2.0,55 4.8,94 2.4,53 4.233,76 3.417,64 3.833,75 1.867,49 4.7,80 2.383,71 4.5,83 1.933,49 3.85,84 4.367,77 1.783,46 4.6,78 1.867,53 4.133,91 4.35,82 2.1,60 4.667,78 2.25,51 4.366,77 3.5,87 4.233,81 3.966,77 4.1,84 4.8,76 1.833,57 4.8,81 2.183,55 4.417,83 1.833,46 4.083,84 4.433,78 2.033,51 3.767,83 4.25,83 4.583,77 1.883,55 4.167,74 4.0,85 2.417,50 4.5,73 4.333,81 4.167,81 3.333,68 4.583,77 2.083,57 1.917,49 4.617,93 1.933,52 5.0,88 2.367,63 4.583,76 3.5,66 3.833,78 2.0,58 4.15,86 2.2,45 3.967,89 1.8,53 4.083,93 4.5,81 4.0,70 3.567,71 4.6,81 2.4,65 4.0,77 5.033,77 1.8,53 5.1,96 2.017,49 4.633,80 1.983,59 4.333,76 4.817,77 4.533,82 2.233,60 4.233,81 3.733,79 2.033,53 4.933,86 1.883,51 4.383,82 1.833,46 4.333,89 2.8,56 4.167,83 1.867,45 4.65,90 2.267,55 4.5,82 1.917,45 3.767,81 4.6,88 1.967,56 4.25,77 4.067,69 2.617,53 4.417,87 1.817,59 4.6,85 2.317,50 4.633,81 1.7,59 4.417,79 4.9,89 2.3,59 4.733,75 3.683,81 4.85,86 1.783,52 4.7,84 1.867,47 4.05,81 4.5,83 2.1,49 4.367,88 2.483,62 4.9,82 1.867,51 3.75,75 4.667,84 4.3,72 1.833,63 4.817,78 1.867,50 4.333,90 2.2,60 4.0,86 2.167,48 4.517,80 3.95,76 4.933,88 4.067,73 2.633,65 4.1,70 4.333,82 4.133,75 3.6,83 3.883,76 4.567,78 2.017,60 5.067,76 1.983,62 4.0,71 4.5,79 1.967,56 4.033,82 4.7,73 2.067,65 4.7,78 4.167,78 4.4,92 1.817,60 4.8,82 1.75,48 4.5,84 2.233,59 4.317,81 4.567,77 1.667,64 3.717,71 4.883,83 1.733,54 4.833,80 1.833,54 4.716,90 4.8,75 2.0,59 4.633,82 2.1,53 3.833,64 3.317,83 4.533,73 1.75,58 4.567,84 1.883,58 4.35,80 4.783,90 1.833,59 4.833,80 1.867,48 2.017,52 3.833,74 4.033,80 3.367,66 4.467,77 4.3,73 4.433,79 3.85,78 4.083,76 1.967,55 3.6,83 4.533,74 3.067,69 3.45,78 1.75,47 1.8,51 4.25,79 1.6,52 4.8,84 1.75,62 2.167,52 4.7,83 1.75,47 4.2,78 3.917,84 1.833,54 4.35,85 1.95,51 3.6,85 4.7,88 2.883,55 4.533,85 2.283,62 3.333,74 1.8,54 3.6,79 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 40 50 60 70 80 90 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 Waiting

Geom.errorbar

using Gadfly, RDatasets, Distributions, Random
set_default_plot_size(21cm, 8cm)
Random.seed!(1234)
n = 10
sds = [1, 1/2, 1/4, 1/8, 1/16, 1/32]
ys = mean.(rand.(Normal.(0, sds), n))
df = DataFrame(x=1:length(sds), y=ys,
  mins=ys.-(1.96*sds/sqrt(n)), maxs=ys.+(1.96*sds/sqrt(n)),
    g=repeat(["a","b"], inner=3))
p1 = plot(df, x=1:length(sds), y=:y, ymin=:mins, ymax=:maxs, color=:g,
    Geom.point, Geom.errorbar)
p2 = plot(df, y=1:length(sds), x=:y, xmin=:mins, xmax=:maxs, color=:g,
    Geom.point, Geom.errorbar)
hstack(p1, p2)
y -0.5 0.0 0.5 1.0 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 -0.500 -0.495 -0.490 -0.485 -0.480 -0.475 -0.470 -0.465 -0.460 -0.455 -0.450 -0.445 -0.440 -0.435 -0.430 -0.425 -0.420 -0.415 -0.410 -0.405 -0.400 -0.395 -0.390 -0.385 -0.380 -0.375 -0.370 -0.365 -0.360 -0.355 -0.350 -0.345 -0.340 -0.335 -0.330 -0.325 -0.320 -0.315 -0.310 -0.305 -0.300 -0.295 -0.290 -0.285 -0.280 -0.275 -0.270 -0.265 -0.260 -0.255 -0.250 -0.245 -0.240 -0.235 -0.230 -0.225 -0.220 -0.215 -0.210 -0.205 -0.200 -0.195 -0.190 -0.185 -0.180 -0.175 -0.170 -0.165 -0.160 -0.155 -0.150 -0.145 -0.140 -0.135 -0.130 -0.125 -0.120 -0.115 -0.110 -0.105 -0.100 -0.095 -0.090 -0.085 -0.080 -0.075 -0.070 -0.065 -0.060 -0.055 -0.050 -0.045 -0.040 -0.035 -0.030 -0.025 -0.020 -0.015 -0.010 -0.005 0.000 0.005 0.010 0.015 0.020 0.025 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.085 0.090 0.095 0.100 0.105 0.110 0.115 0.120 0.125 0.130 0.135 0.140 0.145 0.150 0.155 0.160 0.165 0.170 0.175 0.180 0.185 0.190 0.195 0.200 0.205 0.210 0.215 0.220 0.225 0.230 0.235 0.240 0.245 0.250 0.255 0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400 0.405 0.410 0.415 0.420 0.425 0.430 0.435 0.440 0.445 0.450 0.455 0.460 0.465 0.470 0.475 0.480 0.485 0.490 0.495 0.500 0.505 0.510 0.515 0.520 0.525 0.530 0.535 0.540 0.545 0.550 0.555 0.560 0.565 0.570 0.575 0.580 0.585 0.590 0.595 0.600 0.605 0.610 0.615 0.620 0.625 0.630 0.635 0.640 0.645 0.650 0.655 0.660 0.665 0.670 0.675 0.680 0.685 0.690 0.695 0.700 0.705 0.710 0.715 0.720 0.725 0.730 0.735 0.740 0.745 0.750 0.755 0.760 0.765 0.770 0.775 0.780 0.785 0.790 0.795 0.800 0.805 0.810 0.815 0.820 0.825 0.830 0.835 0.840 0.845 0.850 0.855 0.860 0.865 0.870 0.875 0.880 0.885 0.890 0.895 0.900 0.905 0.910 0.915 0.920 0.925 0.930 0.935 0.940 0.945 0.950 0.955 0.960 0.965 0.970 0.975 0.980 0.985 0.990 0.995 1.000 -1 0 1 a b g 0.00169276395543468556 0.0214387508903150545 0.0056448526633241354 0.095908496208608113 -0.0289293068446858022 0.36114709372422331 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 1 2 3 4 5 6 0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00 2.25 2.50 2.75 3.00 3.25 3.50 3.75 4.00 4.25 4.50 4.75 5.00 5.25 5.50 5.75 6.00 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 0 10 y x 0 1 2 3 4 5 6 0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00 2.25 2.50 2.75 3.00 3.25 3.50 3.75 4.00 4.25 4.50 4.75 5.00 5.25 5.50 5.75 6.00 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 0 10 a b g 60.0016927639554346855 50.021438750890315054 40.005644852663324135 30.09590849620860811 2-0.028929306844685802 10.3611470937242233 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -0.5 0.0 0.5 1.0 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 -0.500 -0.495 -0.490 -0.485 -0.480 -0.475 -0.470 -0.465 -0.460 -0.455 -0.450 -0.445 -0.440 -0.435 -0.430 -0.425 -0.420 -0.415 -0.410 -0.405 -0.400 -0.395 -0.390 -0.385 -0.380 -0.375 -0.370 -0.365 -0.360 -0.355 -0.350 -0.345 -0.340 -0.335 -0.330 -0.325 -0.320 -0.315 -0.310 -0.305 -0.300 -0.295 -0.290 -0.285 -0.280 -0.275 -0.270 -0.265 -0.260 -0.255 -0.250 -0.245 -0.240 -0.235 -0.230 -0.225 -0.220 -0.215 -0.210 -0.205 -0.200 -0.195 -0.190 -0.185 -0.180 -0.175 -0.170 -0.165 -0.160 -0.155 -0.150 -0.145 -0.140 -0.135 -0.130 -0.125 -0.120 -0.115 -0.110 -0.105 -0.100 -0.095 -0.090 -0.085 -0.080 -0.075 -0.070 -0.065 -0.060 -0.055 -0.050 -0.045 -0.040 -0.035 -0.030 -0.025 -0.020 -0.015 -0.010 -0.005 0.000 0.005 0.010 0.015 0.020 0.025 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.085 0.090 0.095 0.100 0.105 0.110 0.115 0.120 0.125 0.130 0.135 0.140 0.145 0.150 0.155 0.160 0.165 0.170 0.175 0.180 0.185 0.190 0.195 0.200 0.205 0.210 0.215 0.220 0.225 0.230 0.235 0.240 0.245 0.250 0.255 0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400 0.405 0.410 0.415 0.420 0.425 0.430 0.435 0.440 0.445 0.450 0.455 0.460 0.465 0.470 0.475 0.480 0.485 0.490 0.495 0.500 0.505 0.510 0.515 0.520 0.525 0.530 0.535 0.540 0.545 0.550 0.555 0.560 0.565 0.570 0.575 0.580 0.585 0.590 0.595 0.600 0.605 0.610 0.615 0.620 0.625 0.630 0.635 0.640 0.645 0.650 0.655 0.660 0.665 0.670 0.675 0.680 0.685 0.690 0.695 0.700 0.705 0.710 0.715 0.720 0.725 0.730 0.735 0.740 0.745 0.750 0.755 0.760 0.765 0.770 0.775 0.780 0.785 0.790 0.795 0.800 0.805 0.810 0.815 0.820 0.825 0.830 0.835 0.840 0.845 0.850 0.855 0.860 0.865 0.870 0.875 0.880 0.885 0.890 0.895 0.900 0.905 0.910 0.915 0.920 0.925 0.930 0.935 0.940 0.945 0.950 0.955 0.960 0.965 0.970 0.975 0.980 0.985 0.990 0.995 1.000 -1 0 1 y
using Compose, DataFrames, Gadfly, RDatasets, Statistics
set_default_plot_size(21cm, 8cm)
salaries = dataset("car","Salaries")
salaries.Salary /= 1000.0
salaries.Discipline = ["Discipline $(x)" for x in salaries.Discipline]
fn1(x, u=mean(x), s=std(x)) = (Salary=u, ymin=u-s, ymax=u+s, label="$(round.(Int,u))")
df = combine(groupby(salaries, [:Rank, :Discipline]), :Salary=>fn1=>AsTable)

p1 = plot(df, x=:Discipline, y=:Salary, color=:Rank,
    Scale.x_discrete(levels=["Discipline A", "Discipline B"]),
    ymin=:ymin, ymax=:ymax, Geom.errorbar, Stat.dodge,
    Geom.bar(position=:dodge),
    Scale.color_discrete(levels=["Prof", "AssocProf", "AsstProf"]),
    Guide.colorkey(title="", pos=[0.76w, -0.38h]),
    Theme(bar_spacing=0mm, stroke_color=c->"black")
)
p2 = plot(df, y=:Discipline, x=:Salary, color=:Rank,
    Coord.cartesian(yflip=true), Scale.y_discrete,
    xmin=:ymin, xmax=:ymax, Geom.errorbar, Stat.dodge(axis=:y),
    Geom.bar(position=:dodge, orientation=:horizontal),
    Scale.color_discrete(levels=["Prof", "AssocProf", "AsstProf"]),
    Guide.yticks(orientation=:vertical), Guide.ylabel(nothing),
    Theme(bar_spacing=0mm, stroke_color=c->"gray")
)
hstack(p1,p2)
Salary 0 50 100 150 200 0 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 170 180 190 200 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 0 200 Prof AssocProf AsstProf Rank h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? Discipline B Discipline A Discipline B Discipline A Discipline Discipline A Discipline B h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? Prof AssocProf AsstProf 0 50 100 150 200 0 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 170 180 190 200 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 0 200 Salary

Geom.hair

using Gadfly
set_default_plot_size(21cm, 8cm)
x= 1:10
s = [-1,-1,1,1,-1,-1,1,1,-1,-1]
pa = plot(x=x, y=x.^2, Geom.hair, Geom.point)
pb = plot(x=s.*(x.^2), y=x, color=string.(s),
          Geom.hair(orientation=:horizontal), Geom.point, Theme(key_position=:none))
hstack(pa, pb)
x -100 -50 0 50 100 -100 -90 -80 -70 -60 -50 -40 -30 -20 -10 0 10 20 30 40 50 60 70 80 90 100 -100 -99 -98 -97 -96 -95 -94 -93 -92 -91 -90 -89 -88 -87 -86 -85 -84 -83 -82 -81 -80 -79 -78 -77 -76 -75 -74 -73 -72 -71 -70 -69 -68 -67 -66 -65 -64 -63 -62 -61 -60 -59 -58 -57 -56 -55 -54 -53 -52 -51 -50 -49 -48 -47 -46 -45 -44 -43 -42 -41 -40 -39 -38 -37 -36 -35 -34 -33 -32 -31 -30 -29 -28 -27 -26 -25 -24 -23 -22 -21 -20 -19 -18 -17 -16 -15 -14 -13 -12 -11 -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 -100 0 100 -100,10 -81,9 64,8 49,7 -36,6 -25,5 16,4 9,3 -4,2 -1,1 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0 2.5 5.0 7.5 10.0 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 y x 0.0 2.5 5.0 7.5 10.0 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 10,100 9,81 8,64 7,49 6,36 5,25 4,16 3,9 2,4 1,1 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 50 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 y

Geom.hexbin

using Gadfly, Distributions
set_default_plot_size(21cm, 8cm)
X = rand(MultivariateNormal([0.0, 0.0], [1.0 0.5; 0.5 1.0]), 10000);
p1 = plot(x=X[1,:], y=X[2,:], Geom.hexbin)
p2 = plot(x=X[1,:], y=X[2,:], Geom.hexbin(xbincount=100, ybincount=100))
hstack(p1,p2)
x -4 -2 0 2 4 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 -5 0 5 40 10 30 1 20 Count h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -5.0 -2.5 0.0 2.5 5.0 -5.0 -4.5 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 -5.00 -4.95 -4.90 -4.85 -4.80 -4.75 -4.70 -4.65 -4.60 -4.55 -4.50 -4.45 -4.40 -4.35 -4.30 -4.25 -4.20 -4.15 -4.10 -4.05 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 -5 0 5 y x -4 -2 0 2 4 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 -5 0 5 20 10 1 5 15 Count h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -4 -2 0 2 4 6 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 -5 0 5 10 y

Geom.histogram

using Distributions, Gadfly, RDatasets
set_default_plot_size(21cm, 16cm)
D = dataset("ggplot2","diamonds")
gamma = Gamma(2, 2)
Dgamma = DataFrame(x=rand(gamma, 10^4))
p1 = plot(D, x="Price", color="Cut", Geom.histogram)
p2 = plot(D, x="Price", color="Cut", Geom.histogram(bincount=30))
p3 = plot(Dgamma, Coord.cartesian(xmin=0, xmax=20),
    layer(x->pdf(gamma, x), 0, 20, color=[colorant"black"]),
    layer(x=:x, Geom.histogram(bincount=20, density=true, limits=(min=0,)),
    color=[colorant"bisque"]))
a = repeat([0.75, 0.85], outer=40) # opacity
D2 = [DataFrame(x=rand(Normal(μ,1), 500), μ="$(μ)") for μ in [-1, 1]]
p4 = plot(vcat(D2...), x=:x,  color=:μ, alpha=[a;a],
    Geom.histogram(position=:identity, bincount=40, limits=(min=-4, max=4)),
    Scale.color_discrete_manual("skyblue","moccasin")
)
gridstack([p1 p2; p3 p4])
x -4 -2 0 2 4 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 -5 0 5 -1 1 μ h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 10 20 30 40 50 60 0.0 2.5 5.0 7.5 10.0 12.5 15.0 17.5 20.0 22.5 25.0 27.5 30.0 32.5 35.0 37.5 40.0 42.5 45.0 47.5 50.0 52.5 55.0 57.5 60.0 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 8.2 8.4 8.6 8.8 9.0 9.2 9.4 9.6 9.8 10.0 10.2 10.4 10.6 10.8 11.0 11.2 11.4 11.6 11.8 12.0 12.2 12.4 12.6 12.8 13.0 13.2 13.4 13.6 13.8 14.0 14.2 14.4 14.6 14.8 15.0 15.2 15.4 15.6 15.8 16.0 16.2 16.4 16.6 16.8 17.0 17.2 17.4 17.6 17.8 18.0 18.2 18.4 18.6 18.8 19.0 19.2 19.4 19.6 19.8 20.0 20.2 20.4 20.6 20.8 21.0 21.2 21.4 21.6 21.8 22.0 22.2 22.4 22.6 22.8 23.0 23.2 23.4 23.6 23.8 24.0 24.2 24.4 24.6 24.8 25.0 25.2 25.4 25.6 25.8 26.0 26.2 26.4 26.6 26.8 27.0 27.2 27.4 27.6 27.8 28.0 28.2 28.4 28.6 28.8 29.0 29.2 29.4 29.6 29.8 30.0 30.2 30.4 30.6 30.8 31.0 31.2 31.4 31.6 31.8 32.0 32.2 32.4 32.6 32.8 33.0 33.2 33.4 33.6 33.8 34.0 34.2 34.4 34.6 34.8 35.0 35.2 35.4 35.6 35.8 36.0 36.2 36.4 36.6 36.8 37.0 37.2 37.4 37.6 37.8 38.0 38.2 38.4 38.6 38.8 39.0 39.2 39.4 39.6 39.8 40.0 40.2 40.4 40.6 40.8 41.0 41.2 41.4 41.6 41.8 42.0 42.2 42.4 42.6 42.8 43.0 43.2 43.4 43.6 43.8 44.0 44.2 44.4 44.6 44.8 45.0 45.2 45.4 45.6 45.8 46.0 46.2 46.4 46.6 46.8 47.0 47.2 47.4 47.6 47.8 48.0 48.2 48.4 48.6 48.8 49.0 49.2 49.4 49.6 49.8 50.0 50.2 50.4 50.6 50.8 51.0 51.2 51.4 51.6 51.8 52.0 52.2 52.4 52.6 52.8 53.0 53.2 53.4 53.6 53.8 54.0 54.2 54.4 54.6 54.8 55.0 55.2 55.4 55.6 55.8 56.0 56.2 56.4 56.6 56.8 57.0 57.2 57.4 57.6 57.8 58.0 58.2 58.4 58.6 58.8 59.0 59.2 59.4 59.6 59.8 60.0 0 100 x 0 5 10 15 20 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9.0 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 10.0 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11.0 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12.0 12.1 12.2 12.3 12.4 12.5 12.6 12.7 12.8 12.9 13.0 13.1 13.2 13.3 13.4 13.5 13.6 13.7 13.8 13.9 14.0 14.1 14.2 14.3 14.4 14.5 14.6 14.7 14.8 14.9 15.0 15.1 15.2 15.3 15.4 15.5 15.6 15.7 15.8 15.9 16.0 16.1 16.2 16.3 16.4 16.5 16.6 16.7 16.8 16.9 17.0 17.1 17.2 17.3 17.4 17.5 17.6 17.7 17.8 17.9 18.0 18.1 18.2 18.3 18.4 18.5 18.6 18.7 18.8 18.9 19.0 19.1 19.2 19.3 19.4 19.5 19.6 19.7 19.8 19.9 20.0 0 20 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.00 0.05 0.10 0.15 0.20 0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09 0.10 0.11 0.12 0.13 0.14 0.15 0.16 0.17 0.18 0.19 0.20 0.000 0.001 0.002 0.003 0.004 0.005 0.006 0.007 0.008 0.009 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0.176 0.177 0.178 0.179 0.180 0.181 0.182 0.183 0.184 0.185 0.186 0.187 0.188 0.189 0.190 0.191 0.192 0.193 0.194 0.195 0.196 0.197 0.198 0.199 0.200 0.201 0.00 0.25 y Price 0 5.00×10³ 1.00×10⁴ 1.50×10⁴ 2.00×10⁴ 0 1.00×10³ 2.00×10³ 3.00×10³ 4.00×10³ 5.00×10³ 6.00×10³ 7.00×10³ 8.00×10³ 9.00×10³ 1.00×10⁴ 1.10×10⁴ 1.20×10⁴ 1.30×10⁴ 1.40×10⁴ 1.50×10⁴ 1.60×10⁴ 1.70×10⁴ 1.80×10⁴ 1.90×10⁴ 2.00×10⁴ 0 1.000×10² 2.000×10² 3.000×10² 4.000×10² 5.000×10² 6.000×10² 7.000×10² 8.000×10² 9.000×10² 1.000×10³ 1.100×10³ 1.200×10³ 1.300×10³ 1.400×10³ 1.500×10³ 1.600×10³ 1.700×10³ 1.800×10³ 1.900×10³ 2.000×10³ 2.100×10³ 2.200×10³ 2.300×10³ 2.400×10³ 2.500×10³ 2.600×10³ 2.700×10³ 2.800×10³ 2.900×10³ 3.000×10³ 3.100×10³ 3.200×10³ 3.300×10³ 3.400×10³ 3.500×10³ 3.600×10³ 3.700×10³ 3.800×10³ 3.900×10³ 4.000×10³ 4.100×10³ 4.200×10³ 4.300×10³ 4.400×10³ 4.500×10³ 4.600×10³ 4.700×10³ 4.800×10³ 4.900×10³ 5.000×10³ 5.100×10³ 5.200×10³ 5.300×10³ 5.400×10³ 5.500×10³ 5.600×10³ 5.700×10³ 5.800×10³ 5.900×10³ 6.000×10³ 6.100×10³ 6.200×10³ 6.300×10³ 6.400×10³ 6.500×10³ 6.600×10³ 6.700×10³ 6.800×10³ 6.900×10³ 7.000×10³ 7.100×10³ 7.200×10³ 7.300×10³ 7.400×10³ 7.500×10³ 7.600×10³ 7.700×10³ 7.800×10³ 7.900×10³ 8.000×10³ 8.100×10³ 8.200×10³ 8.300×10³ 8.400×10³ 8.500×10³ 8.600×10³ 8.700×10³ 8.800×10³ 8.900×10³ 9.000×10³ 9.100×10³ 9.200×10³ 9.300×10³ 9.400×10³ 9.500×10³ 9.600×10³ 9.700×10³ 9.800×10³ 9.900×10³ 1.000×10⁴ 1.010×10⁴ 1.020×10⁴ 1.030×10⁴ 1.040×10⁴ 1.050×10⁴ 1.060×10⁴ 1.070×10⁴ 1.080×10⁴ 1.090×10⁴ 1.100×10⁴ 1.110×10⁴ 1.120×10⁴ 1.130×10⁴ 1.140×10⁴ 1.150×10⁴ 1.160×10⁴ 1.170×10⁴ 1.180×10⁴ 1.190×10⁴ 1.200×10⁴ 1.210×10⁴ 1.220×10⁴ 1.230×10⁴ 1.240×10⁴ 1.250×10⁴ 1.260×10⁴ 1.270×10⁴ 1.280×10⁴ 1.290×10⁴ 1.300×10⁴ 1.310×10⁴ 1.320×10⁴ 1.330×10⁴ 1.340×10⁴ 1.350×10⁴ 1.360×10⁴ 1.370×10⁴ 1.380×10⁴ 1.390×10⁴ 1.400×10⁴ 1.410×10⁴ 1.420×10⁴ 1.430×10⁴ 1.440×10⁴ 1.450×10⁴ 1.460×10⁴ 1.470×10⁴ 1.480×10⁴ 1.490×10⁴ 1.500×10⁴ 1.510×10⁴ 1.520×10⁴ 1.530×10⁴ 1.540×10⁴ 1.550×10⁴ 1.560×10⁴ 1.570×10⁴ 1.580×10⁴ 1.590×10⁴ 1.600×10⁴ 1.610×10⁴ 1.620×10⁴ 1.630×10⁴ 1.640×10⁴ 1.650×10⁴ 1.660×10⁴ 1.670×10⁴ 1.680×10⁴ 1.690×10⁴ 1.700×10⁴ 1.710×10⁴ 1.720×10⁴ 1.730×10⁴ 1.740×10⁴ 1.750×10⁴ 1.760×10⁴ 1.770×10⁴ 1.780×10⁴ 1.790×10⁴ 1.800×10⁴ 1.810×10⁴ 1.820×10⁴ 1.830×10⁴ 1.840×10⁴ 1.850×10⁴ 1.860×10⁴ 1.870×10⁴ 1.880×10⁴ 1.890×10⁴ 1.900×10⁴ 1.910×10⁴ 1.920×10⁴ 1.930×10⁴ 1.940×10⁴ 1.950×10⁴ 1.960×10⁴ 1.970×10⁴ 1.980×10⁴ 1.990×10⁴ 2.000×10⁴ 0 2.0×10⁴ Ideal Premium Good Very Good Fair Cut h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 5.00×10³ 1.00×10⁴ 1.50×10⁴ 0 5.000×10² 1.000×10³ 1.500×10³ 2.000×10³ 2.500×10³ 3.000×10³ 3.500×10³ 4.000×10³ 4.500×10³ 5.000×10³ 5.500×10³ 6.000×10³ 6.500×10³ 7.000×10³ 7.500×10³ 8.000×10³ 8.500×10³ 9.000×10³ 9.500×10³ 1.000×10⁴ 1.050×10⁴ 1.100×10⁴ 1.150×10⁴ 1.200×10⁴ 1.250×10⁴ 1.300×10⁴ 1.350×10⁴ 1.400×10⁴ 1.450×10⁴ 1.500×10⁴ 0 5.0000×10¹ 1.0000×10² 1.5000×10² 2.0000×10² 2.5000×10² 3.0000×10² 3.5000×10² 4.0000×10² 4.5000×10² 5.0000×10² 5.5000×10² 6.0000×10² 6.5000×10² 7.0000×10² 7.5000×10² 8.0000×10² 8.5000×10² 9.0000×10² 9.5000×10² 1.0000×10³ 1.0500×10³ 1.1000×10³ 1.1500×10³ 1.2000×10³ 1.2500×10³ 1.3000×10³ 1.3500×10³ 1.4000×10³ 1.4500×10³ 1.5000×10³ 1.5500×10³ 1.6000×10³ 1.6500×10³ 1.7000×10³ 1.7500×10³ 1.8000×10³ 1.8500×10³ 1.9000×10³ 1.9500×10³ 2.0000×10³ 2.0500×10³ 2.1000×10³ 2.1500×10³ 2.2000×10³ 2.2500×10³ 2.3000×10³ 2.3500×10³ 2.4000×10³ 2.4500×10³ 2.5000×10³ 2.5500×10³ 2.6000×10³ 2.6500×10³ 2.7000×10³ 2.7500×10³ 2.8000×10³ 2.8500×10³ 2.9000×10³ 2.9500×10³ 3.0000×10³ 3.0500×10³ 3.1000×10³ 3.1500×10³ 3.2000×10³ 3.2500×10³ 3.3000×10³ 3.3500×10³ 3.4000×10³ 3.4500×10³ 3.5000×10³ 3.5500×10³ 3.6000×10³ 3.6500×10³ 3.7000×10³ 3.7500×10³ 3.8000×10³ 3.8500×10³ 3.9000×10³ 3.9500×10³ 4.0000×10³ 4.0500×10³ 4.1000×10³ 4.1500×10³ 4.2000×10³ 4.2500×10³ 4.3000×10³ 4.3500×10³ 4.4000×10³ 4.4500×10³ 4.5000×10³ 4.5500×10³ 4.6000×10³ 4.6500×10³ 4.7000×10³ 4.7500×10³ 4.8000×10³ 4.8500×10³ 4.9000×10³ 4.9500×10³ 5.0000×10³ 5.0500×10³ 5.1000×10³ 5.1500×10³ 5.2000×10³ 5.2500×10³ 5.3000×10³ 5.3500×10³ 5.4000×10³ 5.4500×10³ 5.5000×10³ 5.5500×10³ 5.6000×10³ 5.6500×10³ 5.7000×10³ 5.7500×10³ 5.8000×10³ 5.8500×10³ 5.9000×10³ 5.9500×10³ 6.0000×10³ 6.0500×10³ 6.1000×10³ 6.1500×10³ 6.2000×10³ 6.2500×10³ 6.3000×10³ 6.3500×10³ 6.4000×10³ 6.4500×10³ 6.5000×10³ 6.5500×10³ 6.6000×10³ 6.6500×10³ 6.7000×10³ 6.7500×10³ 6.8000×10³ 6.8500×10³ 6.9000×10³ 6.9500×10³ 7.0000×10³ 7.0500×10³ 7.1000×10³ 7.1500×10³ 7.2000×10³ 7.2500×10³ 7.3000×10³ 7.3500×10³ 7.4000×10³ 7.4500×10³ 7.5000×10³ 7.5500×10³ 7.6000×10³ 7.6500×10³ 7.7000×10³ 7.7500×10³ 7.8000×10³ 7.8500×10³ 7.9000×10³ 7.9500×10³ 8.0000×10³ 8.0500×10³ 8.1000×10³ 8.1500×10³ 8.2000×10³ 8.2500×10³ 8.3000×10³ 8.3500×10³ 8.4000×10³ 8.4500×10³ 8.5000×10³ 8.5500×10³ 8.6000×10³ 8.6500×10³ 8.7000×10³ 8.7500×10³ 8.8000×10³ 8.8500×10³ 8.9000×10³ 8.9500×10³ 9.0000×10³ 9.0500×10³ 9.1000×10³ 9.1500×10³ 9.2000×10³ 9.2500×10³ 9.3000×10³ 9.3500×10³ 9.4000×10³ 9.4500×10³ 9.5000×10³ 9.5500×10³ 9.6000×10³ 9.6500×10³ 9.7000×10³ 9.7500×10³ 9.8000×10³ 9.8500×10³ 9.9000×10³ 9.9500×10³ 1.0000×10⁴ 1.0050×10⁴ 1.0100×10⁴ 1.0150×10⁴ 1.0200×10⁴ 1.0250×10⁴ 1.0300×10⁴ 1.0350×10⁴ 1.0400×10⁴ 1.0450×10⁴ 1.0500×10⁴ 1.0550×10⁴ 1.0600×10⁴ 1.0650×10⁴ 1.0700×10⁴ 1.0750×10⁴ 1.0800×10⁴ 1.0850×10⁴ 1.0900×10⁴ 1.0950×10⁴ 1.1000×10⁴ 1.1050×10⁴ 1.1100×10⁴ 1.1150×10⁴ 1.1200×10⁴ 1.1250×10⁴ 1.1300×10⁴ 1.1350×10⁴ 1.1400×10⁴ 1.1450×10⁴ 1.1500×10⁴ 1.1550×10⁴ 1.1600×10⁴ 1.1650×10⁴ 1.1700×10⁴ 1.1750×10⁴ 1.1800×10⁴ 1.1850×10⁴ 1.1900×10⁴ 1.1950×10⁴ 1.2000×10⁴ 1.2050×10⁴ 1.2100×10⁴ 1.2150×10⁴ 1.2200×10⁴ 1.2250×10⁴ 1.2300×10⁴ 1.2350×10⁴ 1.2400×10⁴ 1.2450×10⁴ 1.2500×10⁴ 1.2550×10⁴ 1.2600×10⁴ 1.2650×10⁴ 1.2700×10⁴ 1.2750×10⁴ 1.2800×10⁴ 1.2850×10⁴ 1.2900×10⁴ 1.2950×10⁴ 1.3000×10⁴ 1.3050×10⁴ 1.3100×10⁴ 1.3150×10⁴ 1.3200×10⁴ 1.3250×10⁴ 1.3300×10⁴ 1.3350×10⁴ 1.3400×10⁴ 1.3450×10⁴ 1.3500×10⁴ 1.3550×10⁴ 1.3600×10⁴ 1.3650×10⁴ 1.3700×10⁴ 1.3750×10⁴ 1.3800×10⁴ 1.3850×10⁴ 1.3900×10⁴ 1.3950×10⁴ 1.4000×10⁴ 1.4050×10⁴ 1.4100×10⁴ 1.4150×10⁴ 1.4200×10⁴ 1.4250×10⁴ 1.4300×10⁴ 1.4350×10⁴ 1.4400×10⁴ 1.4450×10⁴ 1.4500×10⁴ 1.4550×10⁴ 1.4600×10⁴ 1.4650×10⁴ 1.4700×10⁴ 1.4750×10⁴ 1.4800×10⁴ 1.4850×10⁴ 1.4900×10⁴ 1.4950×10⁴ 1.5000×10⁴ 0 2.0×10⁴ Price 0 5.00×10³ 1.00×10⁴ 1.50×10⁴ 2.00×10⁴ 0 1.00×10³ 2.00×10³ 3.00×10³ 4.00×10³ 5.00×10³ 6.00×10³ 7.00×10³ 8.00×10³ 9.00×10³ 1.00×10⁴ 1.10×10⁴ 1.20×10⁴ 1.30×10⁴ 1.40×10⁴ 1.50×10⁴ 1.60×10⁴ 1.70×10⁴ 1.80×10⁴ 1.90×10⁴ 2.00×10⁴ 0 1.000×10² 2.000×10² 3.000×10² 4.000×10² 5.000×10² 6.000×10² 7.000×10² 8.000×10² 9.000×10² 1.000×10³ 1.100×10³ 1.200×10³ 1.300×10³ 1.400×10³ 1.500×10³ 1.600×10³ 1.700×10³ 1.800×10³ 1.900×10³ 2.000×10³ 2.100×10³ 2.200×10³ 2.300×10³ 2.400×10³ 2.500×10³ 2.600×10³ 2.700×10³ 2.800×10³ 2.900×10³ 3.000×10³ 3.100×10³ 3.200×10³ 3.300×10³ 3.400×10³ 3.500×10³ 3.600×10³ 3.700×10³ 3.800×10³ 3.900×10³ 4.000×10³ 4.100×10³ 4.200×10³ 4.300×10³ 4.400×10³ 4.500×10³ 4.600×10³ 4.700×10³ 4.800×10³ 4.900×10³ 5.000×10³ 5.100×10³ 5.200×10³ 5.300×10³ 5.400×10³ 5.500×10³ 5.600×10³ 5.700×10³ 5.800×10³ 5.900×10³ 6.000×10³ 6.100×10³ 6.200×10³ 6.300×10³ 6.400×10³ 6.500×10³ 6.600×10³ 6.700×10³ 6.800×10³ 6.900×10³ 7.000×10³ 7.100×10³ 7.200×10³ 7.300×10³ 7.400×10³ 7.500×10³ 7.600×10³ 7.700×10³ 7.800×10³ 7.900×10³ 8.000×10³ 8.100×10³ 8.200×10³ 8.300×10³ 8.400×10³ 8.500×10³ 8.600×10³ 8.700×10³ 8.800×10³ 8.900×10³ 9.000×10³ 9.100×10³ 9.200×10³ 9.300×10³ 9.400×10³ 9.500×10³ 9.600×10³ 9.700×10³ 9.800×10³ 9.900×10³ 1.000×10⁴ 1.010×10⁴ 1.020×10⁴ 1.030×10⁴ 1.040×10⁴ 1.050×10⁴ 1.060×10⁴ 1.070×10⁴ 1.080×10⁴ 1.090×10⁴ 1.100×10⁴ 1.110×10⁴ 1.120×10⁴ 1.130×10⁴ 1.140×10⁴ 1.150×10⁴ 1.160×10⁴ 1.170×10⁴ 1.180×10⁴ 1.190×10⁴ 1.200×10⁴ 1.210×10⁴ 1.220×10⁴ 1.230×10⁴ 1.240×10⁴ 1.250×10⁴ 1.260×10⁴ 1.270×10⁴ 1.280×10⁴ 1.290×10⁴ 1.300×10⁴ 1.310×10⁴ 1.320×10⁴ 1.330×10⁴ 1.340×10⁴ 1.350×10⁴ 1.360×10⁴ 1.370×10⁴ 1.380×10⁴ 1.390×10⁴ 1.400×10⁴ 1.410×10⁴ 1.420×10⁴ 1.430×10⁴ 1.440×10⁴ 1.450×10⁴ 1.460×10⁴ 1.470×10⁴ 1.480×10⁴ 1.490×10⁴ 1.500×10⁴ 1.510×10⁴ 1.520×10⁴ 1.530×10⁴ 1.540×10⁴ 1.550×10⁴ 1.560×10⁴ 1.570×10⁴ 1.580×10⁴ 1.590×10⁴ 1.600×10⁴ 1.610×10⁴ 1.620×10⁴ 1.630×10⁴ 1.640×10⁴ 1.650×10⁴ 1.660×10⁴ 1.670×10⁴ 1.680×10⁴ 1.690×10⁴ 1.700×10⁴ 1.710×10⁴ 1.720×10⁴ 1.730×10⁴ 1.740×10⁴ 1.750×10⁴ 1.760×10⁴ 1.770×10⁴ 1.780×10⁴ 1.790×10⁴ 1.800×10⁴ 1.810×10⁴ 1.820×10⁴ 1.830×10⁴ 1.840×10⁴ 1.850×10⁴ 1.860×10⁴ 1.870×10⁴ 1.880×10⁴ 1.890×10⁴ 1.900×10⁴ 1.910×10⁴ 1.920×10⁴ 1.930×10⁴ 1.940×10⁴ 1.950×10⁴ 1.960×10⁴ 1.970×10⁴ 1.980×10⁴ 1.990×10⁴ 2.000×10⁴ 0 2.0×10⁴ Ideal Premium Good Very Good Fair Cut h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 1000 2000 3000 4000 0 200 400 600 800 1000 1200 1400 1600 1800 2000 2200 2400 2600 2800 3000 3200 3400 3600 3800 4000 0 20 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 340 360 380 400 420 440 460 480 500 520 540 560 580 600 620 640 660 680 700 720 740 760 780 800 820 840 860 880 900 920 940 960 980 1000 1020 1040 1060 1080 1100 1120 1140 1160 1180 1200 1220 1240 1260 1280 1300 1320 1340 1360 1380 1400 1420 1440 1460 1480 1500 1520 1540 1560 1580 1600 1620 1640 1660 1680 1700 1720 1740 1760 1780 1800 1820 1840 1860 1880 1900 1920 1940 1960 1980 2000 2020 2040 2060 2080 2100 2120 2140 2160 2180 2200 2220 2240 2260 2280 2300 2320 2340 2360 2380 2400 2420 2440 2460 2480 2500 2520 2540 2560 2580 2600 2620 2640 2660 2680 2700 2720 2740 2760 2780 2800 2820 2840 2860 2880 2900 2920 2940 2960 2980 3000 3020 3040 3060 3080 3100 3120 3140 3160 3180 3200 3220 3240 3260 3280 3300 3320 3340 3360 3380 3400 3420 3440 3460 3480 3500 3520 3540 3560 3580 3600 3620 3640 3660 3680 3700 3720 3740 3760 3780 3800 3820 3840 3860 3880 3900 3920 3940 3960 3980 4000 0 5000

Geom.histogram2d

using Gadfly, RDatasets
set_default_plot_size(21cm, 8cm)
p1 = plot(dataset("car", "Womenlf"), x="HIncome", y="Region", Geom.histogram2d)
p2 = plot(dataset("car", "UN"), x="GDP", y="InfantMortality",
          Scale.x_log10, Scale.y_log10, Geom.histogram2d)
p3 = plot(dataset("car", "UN"), x="GDP", y="InfantMortality",
          Scale.x_log10, Scale.y_log10, Geom.histogram2d(xbincount=30, ybincount=30))
hstack(p1,p2,p3)
GDP 100 101 102 103 104 105 100.0 100.2 100.4 100.6 100.8 101.0 101.2 101.4 101.6 101.8 102.0 102.2 102.4 102.6 102.8 103.0 103.2 103.4 103.6 103.8 104.0 104.2 104.4 104.6 104.8 105.0 100.00 100.02 100.04 100.06 100.08 100.10 100.12 100.14 100.16 100.18 100.20 100.22 100.24 100.26 100.28 100.30 100.32 100.34 100.36 100.38 100.40 100.42 100.44 100.46 100.48 100.50 100.52 100.54 100.56 100.58 100.60 100.62 100.64 100.66 100.68 100.70 100.72 100.74 100.76 100.78 100.80 100.82 100.84 100.86 100.88 100.90 100.92 100.94 100.96 100.98 101.00 101.02 101.04 101.06 101.08 101.10 101.12 101.14 101.16 101.18 101.20 101.22 101.24 101.26 101.28 101.30 101.32 101.34 101.36 101.38 101.40 101.42 101.44 101.46 101.48 101.50 101.52 101.54 101.56 101.58 101.60 101.62 101.64 101.66 101.68 101.70 101.72 101.74 101.76 101.78 101.80 101.82 101.84 101.86 101.88 101.90 101.92 101.94 101.96 101.98 102.00 102.02 102.04 102.06 102.08 102.10 102.12 102.14 102.16 102.18 102.20 102.22 102.24 102.26 102.28 102.30 102.32 102.34 102.36 102.38 102.40 102.42 102.44 102.46 102.48 102.50 102.52 102.54 102.56 102.58 102.60 102.62 102.64 102.66 102.68 102.70 102.72 102.74 102.76 102.78 102.80 102.82 102.84 102.86 102.88 102.90 102.92 102.94 102.96 102.98 103.00 103.02 103.04 103.06 103.08 103.10 103.12 103.14 103.16 103.18 103.20 103.22 103.24 103.26 103.28 103.30 103.32 103.34 103.36 103.38 103.40 103.42 103.44 103.46 103.48 103.50 103.52 103.54 103.56 103.58 103.60 103.62 103.64 103.66 103.68 103.70 103.72 103.74 103.76 103.78 103.80 103.82 103.84 103.86 103.88 103.90 103.92 103.94 103.96 103.98 104.00 104.02 104.04 104.06 104.08 104.10 104.12 104.14 104.16 104.18 104.20 104.22 104.24 104.26 104.28 104.30 104.32 104.34 104.36 104.38 104.40 104.42 104.44 104.46 104.48 104.50 104.52 104.54 104.56 104.58 104.60 104.62 104.64 104.66 104.68 104.70 104.72 104.74 104.76 104.78 104.80 104.82 104.84 104.86 104.88 104.90 104.92 104.94 104.96 104.98 105.00 100 105 5 1 2 3 4 Count h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 100.0 100.5 101.0 101.5 102.0 102.5 100.0 100.1 100.2 100.3 100.4 100.5 100.6 100.7 100.8 100.9 101.0 101.1 101.2 101.3 101.4 101.5 101.6 101.7 101.8 101.9 102.0 102.1 102.2 102.3 102.4 102.5 100.00 100.01 100.02 100.03 100.04 100.05 100.06 100.07 100.08 100.09 100.10 100.11 100.12 100.13 100.14 100.15 100.16 100.17 100.18 100.19 100.20 100.21 100.22 100.23 100.24 100.25 100.26 100.27 100.28 100.29 100.30 100.31 100.32 100.33 100.34 100.35 100.36 100.37 100.38 100.39 100.40 100.41 100.42 100.43 100.44 100.45 100.46 100.47 100.48 100.49 100.50 100.51 100.52 100.53 100.54 100.55 100.56 100.57 100.58 100.59 100.60 100.61 100.62 100.63 100.64 100.65 100.66 100.67 100.68 100.69 100.70 100.71 100.72 100.73 100.74 100.75 100.76 100.77 100.78 100.79 100.80 100.81 100.82 100.83 100.84 100.85 100.86 100.87 100.88 100.89 100.90 100.91 100.92 100.93 100.94 100.95 100.96 100.97 100.98 100.99 101.00 101.01 101.02 101.03 101.04 101.05 101.06 101.07 101.08 101.09 101.10 101.11 101.12 101.13 101.14 101.15 101.16 101.17 101.18 101.19 101.20 101.21 101.22 101.23 101.24 101.25 101.26 101.27 101.28 101.29 101.30 101.31 101.32 101.33 101.34 101.35 101.36 101.37 101.38 101.39 101.40 101.41 101.42 101.43 101.44 101.45 101.46 101.47 101.48 101.49 101.50 101.51 101.52 101.53 101.54 101.55 101.56 101.57 101.58 101.59 101.60 101.61 101.62 101.63 101.64 101.65 101.66 101.67 101.68 101.69 101.70 101.71 101.72 101.73 101.74 101.75 101.76 101.77 101.78 101.79 101.80 101.81 101.82 101.83 101.84 101.85 101.86 101.87 101.88 101.89 101.90 101.91 101.92 101.93 101.94 101.95 101.96 101.97 101.98 101.99 102.00 102.01 102.02 102.03 102.04 102.05 102.06 102.07 102.08 102.09 102.10 102.11 102.12 102.13 102.14 102.15 102.16 102.17 102.18 102.19 102.20 102.21 102.22 102.23 102.24 102.25 102.26 102.27 102.28 102.29 102.30 102.31 102.32 102.33 102.34 102.35 102.36 102.37 102.38 102.39 102.40 102.41 102.42 102.43 102.44 102.45 102.46 102.47 102.48 102.49 102.50 100.0 102.5 InfantMortality GDP 100 101 102 103 104 105 100.0 100.2 100.4 100.6 100.8 101.0 101.2 101.4 101.6 101.8 102.0 102.2 102.4 102.6 102.8 103.0 103.2 103.4 103.6 103.8 104.0 104.2 104.4 104.6 104.8 105.0 100.00 100.02 100.04 100.06 100.08 100.10 100.12 100.14 100.16 100.18 100.20 100.22 100.24 100.26 100.28 100.30 100.32 100.34 100.36 100.38 100.40 100.42 100.44 100.46 100.48 100.50 100.52 100.54 100.56 100.58 100.60 100.62 100.64 100.66 100.68 100.70 100.72 100.74 100.76 100.78 100.80 100.82 100.84 100.86 100.88 100.90 100.92 100.94 100.96 100.98 101.00 101.02 101.04 101.06 101.08 101.10 101.12 101.14 101.16 101.18 101.20 101.22 101.24 101.26 101.28 101.30 101.32 101.34 101.36 101.38 101.40 101.42 101.44 101.46 101.48 101.50 101.52 101.54 101.56 101.58 101.60 101.62 101.64 101.66 101.68 101.70 101.72 101.74 101.76 101.78 101.80 101.82 101.84 101.86 101.88 101.90 101.92 101.94 101.96 101.98 102.00 102.02 102.04 102.06 102.08 102.10 102.12 102.14 102.16 102.18 102.20 102.22 102.24 102.26 102.28 102.30 102.32 102.34 102.36 102.38 102.40 102.42 102.44 102.46 102.48 102.50 102.52 102.54 102.56 102.58 102.60 102.62 102.64 102.66 102.68 102.70 102.72 102.74 102.76 102.78 102.80 102.82 102.84 102.86 102.88 102.90 102.92 102.94 102.96 102.98 103.00 103.02 103.04 103.06 103.08 103.10 103.12 103.14 103.16 103.18 103.20 103.22 103.24 103.26 103.28 103.30 103.32 103.34 103.36 103.38 103.40 103.42 103.44 103.46 103.48 103.50 103.52 103.54 103.56 103.58 103.60 103.62 103.64 103.66 103.68 103.70 103.72 103.74 103.76 103.78 103.80 103.82 103.84 103.86 103.88 103.90 103.92 103.94 103.96 103.98 104.00 104.02 104.04 104.06 104.08 104.10 104.12 104.14 104.16 104.18 104.20 104.22 104.24 104.26 104.28 104.30 104.32 104.34 104.36 104.38 104.40 104.42 104.44 104.46 104.48 104.50 104.52 104.54 104.56 104.58 104.60 104.62 104.64 104.66 104.68 104.70 104.72 104.74 104.76 104.78 104.80 104.82 104.84 104.86 104.88 104.90 104.92 104.94 104.96 104.98 105.00 100 105 3.0 1.0 1.5 2.0 2.5 Count h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 100.0 100.5 101.0 101.5 102.0 102.5 100.0 100.1 100.2 100.3 100.4 100.5 100.6 100.7 100.8 100.9 101.0 101.1 101.2 101.3 101.4 101.5 101.6 101.7 101.8 101.9 102.0 102.1 102.2 102.3 102.4 102.5 100.00 100.01 100.02 100.03 100.04 100.05 100.06 100.07 100.08 100.09 100.10 100.11 100.12 100.13 100.14 100.15 100.16 100.17 100.18 100.19 100.20 100.21 100.22 100.23 100.24 100.25 100.26 100.27 100.28 100.29 100.30 100.31 100.32 100.33 100.34 100.35 100.36 100.37 100.38 100.39 100.40 100.41 100.42 100.43 100.44 100.45 100.46 100.47 100.48 100.49 100.50 100.51 100.52 100.53 100.54 100.55 100.56 100.57 100.58 100.59 100.60 100.61 100.62 100.63 100.64 100.65 100.66 100.67 100.68 100.69 100.70 100.71 100.72 100.73 100.74 100.75 100.76 100.77 100.78 100.79 100.80 100.81 100.82 100.83 100.84 100.85 100.86 100.87 100.88 100.89 100.90 100.91 100.92 100.93 100.94 100.95 100.96 100.97 100.98 100.99 101.00 101.01 101.02 101.03 101.04 101.05 101.06 101.07 101.08 101.09 101.10 101.11 101.12 101.13 101.14 101.15 101.16 101.17 101.18 101.19 101.20 101.21 101.22 101.23 101.24 101.25 101.26 101.27 101.28 101.29 101.30 101.31 101.32 101.33 101.34 101.35 101.36 101.37 101.38 101.39 101.40 101.41 101.42 101.43 101.44 101.45 101.46 101.47 101.48 101.49 101.50 101.51 101.52 101.53 101.54 101.55 101.56 101.57 101.58 101.59 101.60 101.61 101.62 101.63 101.64 101.65 101.66 101.67 101.68 101.69 101.70 101.71 101.72 101.73 101.74 101.75 101.76 101.77 101.78 101.79 101.80 101.81 101.82 101.83 101.84 101.85 101.86 101.87 101.88 101.89 101.90 101.91 101.92 101.93 101.94 101.95 101.96 101.97 101.98 101.99 102.00 102.01 102.02 102.03 102.04 102.05 102.06 102.07 102.08 102.09 102.10 102.11 102.12 102.13 102.14 102.15 102.16 102.17 102.18 102.19 102.20 102.21 102.22 102.23 102.24 102.25 102.26 102.27 102.28 102.29 102.30 102.31 102.32 102.33 102.34 102.35 102.36 102.37 102.38 102.39 102.40 102.41 102.42 102.43 102.44 102.45 102.46 102.47 102.48 102.49 102.50 100.0 102.5 InfantMortality HIncome 0 10 20 30 40 50 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 8.2 8.4 8.6 8.8 9.0 9.2 9.4 9.6 9.8 10.0 10.2 10.4 10.6 10.8 11.0 11.2 11.4 11.6 11.8 12.0 12.2 12.4 12.6 12.8 13.0 13.2 13.4 13.6 13.8 14.0 14.2 14.4 14.6 14.8 15.0 15.2 15.4 15.6 15.8 16.0 16.2 16.4 16.6 16.8 17.0 17.2 17.4 17.6 17.8 18.0 18.2 18.4 18.6 18.8 19.0 19.2 19.4 19.6 19.8 20.0 20.2 20.4 20.6 20.8 21.0 21.2 21.4 21.6 21.8 22.0 22.2 22.4 22.6 22.8 23.0 23.2 23.4 23.6 23.8 24.0 24.2 24.4 24.6 24.8 25.0 25.2 25.4 25.6 25.8 26.0 26.2 26.4 26.6 26.8 27.0 27.2 27.4 27.6 27.8 28.0 28.2 28.4 28.6 28.8 29.0 29.2 29.4 29.6 29.8 30.0 30.2 30.4 30.6 30.8 31.0 31.2 31.4 31.6 31.8 32.0 32.2 32.4 32.6 32.8 33.0 33.2 33.4 33.6 33.8 34.0 34.2 34.4 34.6 34.8 35.0 35.2 35.4 35.6 35.8 36.0 36.2 36.4 36.6 36.8 37.0 37.2 37.4 37.6 37.8 38.0 38.2 38.4 38.6 38.8 39.0 39.2 39.4 39.6 39.8 40.0 40.2 40.4 40.6 40.8 41.0 41.2 41.4 41.6 41.8 42.0 42.2 42.4 42.6 42.8 43.0 43.2 43.4 43.6 43.8 44.0 44.2 44.4 44.6 44.8 45.0 45.2 45.4 45.6 45.8 46.0 46.2 46.4 46.6 46.8 47.0 47.2 47.4 47.6 47.8 48.0 48.2 48.4 48.6 48.8 49.0 49.2 49.4 49.6 49.8 50.0 0 50 15 5 1 10 Count h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? Ontario Prairie Atlantic BC Quebec Region

Geom.hline, Geom.vline

using Gadfly, RDatasets
set_default_plot_size(21cm, 8cm)
p1 = plot(dataset("datasets", "iris"), x="SepalLength", y="SepalWidth",
          xintercept=[5.0, 7.0], Geom.point, Geom.vline(style=[:solid,[1mm,1mm]]))
p2 = plot(dataset("datasets", "iris"), x="SepalLength", y="SepalWidth",
          yintercept=[2.5, 4.0], Geom.point,
          Geom.hline(color=["orange","red"], size=[2mm,3mm]))
hstack(p1,p2)
SepalLength 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 SepalWidth SepalLength 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 SepalWidth

Geom.label

using DataFrames, Gadfly, RDatasets
import Gadfly: w, h   # for relative units
set_default_plot_size(21cm, 8cm)
df = DataFrame(x=[0.6w, 0.6w], y=[0.6h, 0.7h], label=["Text 1", "Text 2"])
p1 = plot(x=1.0:5, y=[0.21, 0.81, 0.68, 0.76, 0.18], Geom.point,
     layer(df, x=:x, y=:y, label=:label, Geom.label(position=:right)))
p2 = plot(dataset("ggplot2", "mpg"), x="Cty", y="Hwy", label="Model",
     Geom.point, Geom.label)
hstack(p1, p2)
Cty 0 10 20 30 40 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 8.2 8.4 8.6 8.8 9.0 9.2 9.4 9.6 9.8 10.0 10.2 10.4 10.6 10.8 11.0 11.2 11.4 11.6 11.8 12.0 12.2 12.4 12.6 12.8 13.0 13.2 13.4 13.6 13.8 14.0 14.2 14.4 14.6 14.8 15.0 15.2 15.4 15.6 15.8 16.0 16.2 16.4 16.6 16.8 17.0 17.2 17.4 17.6 17.8 18.0 18.2 18.4 18.6 18.8 19.0 19.2 19.4 19.6 19.8 20.0 20.2 20.4 20.6 20.8 21.0 21.2 21.4 21.6 21.8 22.0 22.2 22.4 22.6 22.8 23.0 23.2 23.4 23.6 23.8 24.0 24.2 24.4 24.6 24.8 25.0 25.2 25.4 25.6 25.8 26.0 26.2 26.4 26.6 26.8 27.0 27.2 27.4 27.6 27.8 28.0 28.2 28.4 28.6 28.8 29.0 29.2 29.4 29.6 29.8 30.0 30.2 30.4 30.6 30.8 31.0 31.2 31.4 31.6 31.8 32.0 32.2 32.4 32.6 32.8 33.0 33.2 33.4 33.6 33.8 34.0 34.2 34.4 34.6 34.8 35.0 35.2 35.4 35.6 35.8 36.0 36.2 36.4 36.6 36.8 37.0 37.2 37.4 37.6 37.8 38.0 38.2 38.4 38.6 38.8 39.0 39.2 39.4 39.6 39.8 40.0 0 50 a4 a4 a4 a4 a4 a4 a4 a4 quattro a4 quattro a4 quattro a4 quattro a4 quattro a4 quattro a4 quattro a4 quattro a6 quattro a6 quattro a6 quattro c1500 suburban 2wd c1500 suburban 2wd c1500 suburban 2wd c1500 suburban 2wd c1500 suburban 2wd corvette corvette corvette corvette corvette k1500 tahoe 4wd k1500 tahoe 4wd k1500 tahoe 4wd k1500 tahoe 4wd malibu malibu malibu malibu malibu caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd caravan 2wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd dakota pickup 4wd durango 4wd durango 4wd durango 4wd durango 4wd durango 4wd durango 4wd durango 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd ram 1500 pickup 4wd expedition 2wd expedition 2wd expedition 2wd explorer 4wd explorer 4wd explorer 4wd explorer 4wd explorer 4wd explorer 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd f150 pickup 4wd mustang mustang mustang mustang mustang mustang mustang mustang mustang civic civic civic civic civic civic civic civic civic sonata sonata sonata sonata sonata sonata sonata tiburon tiburon tiburon tiburon tiburon tiburon tiburon grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd grand cherokee 4wd range rover range rover range rover range rover navigator 2wd navigator 2wd navigator 2wd mountaineer 4wd mountaineer 4wd mountaineer 4wd mountaineer 4wd altima altima altima altima altima altima maxima maxima maxima pathfinder 4wd pathfinder 4wd pathfinder 4wd pathfinder 4wd grand prix grand prix grand prix grand prix grand prix forester awd forester awd forester awd forester awd forester awd forester awd impreza awd impreza awd impreza awd impreza awd impreza awd impreza awd impreza awd impreza awd 4runner 4wd 4runner 4wd 4runner 4wd 4runner 4wd 4runner 4wd 4runner 4wd camry camry camry camry camry camry camry camry solara camry solara camry solara camry solara camry solara camry solara camry solara corolla corolla corolla corolla corolla land cruiser wagon 4wd land cruiser wagon 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd toyota tacoma 4wd gti gti gti gti gti jetta jetta jetta jetta jetta jetta jetta jetta jetta new beetle new beetle new beetle new beetle new beetle new beetle passat passat passat passat passat passat passat 17,26 18,26 16,26 21,29 19,28 18,29 21,29 20,29 20,28 19,26 21,29 29,41 35,44 17,24 16,23 21,29 21,29 21,29 22,29 19,26 21,29 33,44 17,24 22,29 21,29 19,26 21,29 16,20 15,18 15,19 15,17 17,22 16,20 15,20 13,18 11,15 26,35 28,37 26,35 24,33 24,30 18,27 18,26 18,26 22,31 21,31 21,29 21,27 19,28 18,26 18,26 21,31 21,31 21,27 21,29 14,17 16,20 15,17 15,19 16,20 15,20 20,27 19,25 20,27 20,25 19,26 19,26 19,26 21,26 18,23 20,26 19,25 20,27 18,24 18,25 16,25 18,28 17,27 16,26 18,26 12,18 14,20 15,17 14,17 19,25 19,25 18,26 19,26 19,27 23,32 23,31 19,27 21,29 13,17 13,19 13,19 14,17 12,18 11,16 11,17 11,15 12,18 12,18 11,15 11,14 13,18 14,19 9,12 14,17 15,20 15,19 17,22 17,24 16,24 17,24 20,27 20,28 19,29 19,26 19,28 18,26 18,26 21,31 21,30 18,27 18,26 21,29 24,36 25,36 26,34 24,32 23,29 25,32 24,32 28,33 14,20 15,22 15,23 15,22 15,21 16,24 17,26 18,25 18,26 13,17 11,15 13,17 13,16 13,16 14,17 14,17 13,17 13,19 13,19 14,17 15,19 14,17 12,18 11,17 11,17 11,15 13,17 11,16 11,15 9,12 12,16 13,17 13,17 9,12 12,16 11,15 13,18 11,16 13,17 9,12 13,17 13,17 11,15 11,17 9,12 14,19 14,19 14,17 13,17 14,18 15,19 16,23 16,23 15,21 15,22 11,17 17,24 17,24 16,22 16,22 17,24 18,24 17,26 18,29 18,26 22,30 19,27 14,17 11,15 11,14 14,19 15,24 15,25 16,26 15,23 16,26 12,17 13,17 14,20 11,15 14,20 16,23 17,25 15,24 15,25 17,25 17,25 15,25 19,27 20,28 16,25 18,26 18,27 18,26 16,26 21,30 20,31 21,29 18,29 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 10 20 30 40 50 0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 8.2 8.4 8.6 8.8 9.0 9.2 9.4 9.6 9.8 10.0 10.2 10.4 10.6 10.8 11.0 11.2 11.4 11.6 11.8 12.0 12.2 12.4 12.6 12.8 13.0 13.2 13.4 13.6 13.8 14.0 14.2 14.4 14.6 14.8 15.0 15.2 15.4 15.6 15.8 16.0 16.2 16.4 16.6 16.8 17.0 17.2 17.4 17.6 17.8 18.0 18.2 18.4 18.6 18.8 19.0 19.2 19.4 19.6 19.8 20.0 20.2 20.4 20.6 20.8 21.0 21.2 21.4 21.6 21.8 22.0 22.2 22.4 22.6 22.8 23.0 23.2 23.4 23.6 23.8 24.0 24.2 24.4 24.6 24.8 25.0 25.2 25.4 25.6 25.8 26.0 26.2 26.4 26.6 26.8 27.0 27.2 27.4 27.6 27.8 28.0 28.2 28.4 28.6 28.8 29.0 29.2 29.4 29.6 29.8 30.0 30.2 30.4 30.6 30.8 31.0 31.2 31.4 31.6 31.8 32.0 32.2 32.4 32.6 32.8 33.0 33.2 33.4 33.6 33.8 34.0 34.2 34.4 34.6 34.8 35.0 35.2 35.4 35.6 35.8 36.0 36.2 36.4 36.6 36.8 37.0 37.2 37.4 37.6 37.8 38.0 38.2 38.4 38.6 38.8 39.0 39.2 39.4 39.6 39.8 40.0 40.2 40.4 40.6 40.8 41.0 41.2 41.4 41.6 41.8 42.0 42.2 42.4 42.6 42.8 43.0 43.2 43.4 43.6 43.8 44.0 44.2 44.4 44.6 44.8 45.0 45.2 45.4 45.6 45.8 46.0 46.2 46.4 46.6 46.8 47.0 47.2 47.4 47.6 47.8 48.0 48.2 48.4 48.6 48.8 49.0 49.2 49.4 49.6 49.8 50.0 0 50 Hwy x 0 1 2 3 4 5 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 0 5 Text 1 Text 2 5.0,0.18 4.0,0.76 3.0,0.68 2.0,0.81 1.0,0.21 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0 0.5 1.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 0.000 0.005 0.010 0.015 0.020 0.025 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.085 0.090 0.095 0.100 0.105 0.110 0.115 0.120 0.125 0.130 0.135 0.140 0.145 0.150 0.155 0.160 0.165 0.170 0.175 0.180 0.185 0.190 0.195 0.200 0.205 0.210 0.215 0.220 0.225 0.230 0.235 0.240 0.245 0.250 0.255 0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400 0.405 0.410 0.415 0.420 0.425 0.430 0.435 0.440 0.445 0.450 0.455 0.460 0.465 0.470 0.475 0.480 0.485 0.490 0.495 0.500 0.505 0.510 0.515 0.520 0.525 0.530 0.535 0.540 0.545 0.550 0.555 0.560 0.565 0.570 0.575 0.580 0.585 0.590 0.595 0.600 0.605 0.610 0.615 0.620 0.625 0.630 0.635 0.640 0.645 0.650 0.655 0.660 0.665 0.670 0.675 0.680 0.685 0.690 0.695 0.700 0.705 0.710 0.715 0.720 0.725 0.730 0.735 0.740 0.745 0.750 0.755 0.760 0.765 0.770 0.775 0.780 0.785 0.790 0.795 0.800 0.805 0.810 0.815 0.820 0.825 0.830 0.835 0.840 0.845 0.850 0.855 0.860 0.865 0.870 0.875 0.880 0.885 0.890 0.895 0.900 0.905 0.910 0.915 0.920 0.925 0.930 0.935 0.940 0.945 0.950 0.955 0.960 0.965 0.970 0.975 0.980 0.985 0.990 0.995 1.000 0 1 y
using Gadfly, RDatasets
set_default_plot_size(21cm, 8cm)
p3 = plot(dataset("MASS", "mammals"), x="Body", y="Brain", label=1,
     Scale.x_log10, Scale.y_log10, Geom.point, Geom.label)
p4 = plot(dataset("MASS", "mammals"), x="Body", y="Brain", label=1,
     Scale.x_log10, Scale.y_log10, Geom.label(position=:centered))
hstack(p3,p4)
Body 10-4 10-2 100 102 104 10-4.0 10-3.5 10-3.0 10-2.5 10-2.0 10-1.5 10-1.0 10-0.5 100.0 100.5 101.0 101.5 102.0 102.5 103.0 103.5 104.0 10-4.00 10-3.95 10-3.90 10-3.85 10-3.80 10-3.75 10-3.70 10-3.65 10-3.60 10-3.55 10-3.50 10-3.45 10-3.40 10-3.35 10-3.30 10-3.25 10-3.20 10-3.15 10-3.10 10-3.05 10-3.00 10-2.95 10-2.90 10-2.85 10-2.80 10-2.75 10-2.70 10-2.65 10-2.60 10-2.55 10-2.50 10-2.45 10-2.40 10-2.35 10-2.30 10-2.25 10-2.20 10-2.15 10-2.10 10-2.05 10-2.00 10-1.95 10-1.90 10-1.85 10-1.80 10-1.75 10-1.70 10-1.65 10-1.60 10-1.55 10-1.50 10-1.45 10-1.40 10-1.35 10-1.30 10-1.25 10-1.20 10-1.15 10-1.10 10-1.05 10-1.00 10-0.95 10-0.90 10-0.85 10-0.80 10-0.75 10-0.70 10-0.65 10-0.60 10-0.55 10-0.50 10-0.45 10-0.40 10-0.35 10-0.30 10-0.25 10-0.20 10-0.15 10-0.10 10-0.05 100.00 100.05 100.10 100.15 100.20 100.25 100.30 100.35 100.40 100.45 100.50 100.55 100.60 100.65 100.70 100.75 100.80 100.85 100.90 100.95 101.00 101.05 101.10 101.15 101.20 101.25 101.30 101.35 101.40 101.45 101.50 101.55 101.60 101.65 101.70 101.75 101.80 101.85 101.90 101.95 102.00 102.05 102.10 102.15 102.20 102.25 102.30 102.35 102.40 102.45 102.50 102.55 102.60 102.65 102.70 102.75 102.80 102.85 102.90 102.95 103.00 103.05 103.10 103.15 103.20 103.25 103.30 103.35 103.40 103.45 103.50 103.55 103.60 103.65 103.70 103.75 103.80 103.85 103.90 103.95 104.00 10-5 100 105 Arctic fox Owl monkey Mountain beaver Cow Grey wolf Goat Roe deer Guinea pig Verbet Chinchilla Ground squirrel Arctic ground squirrel African giant pouched rat Lesser short-tailed shrew Star-nosed mole Nine-banded armadillo Tree hyrax N.A. opossum Asian elephant Big brown bat Donkey Horse European hedgehog Patas monkey Cat Galago Genet Giraffe Gorilla Grey seal Rock hyrax-a Human African elephant Water opossum Rhesus monkey Kangaroo Yellow-bellied marmot Golden hamster Mouse Little brown bat Slow loris Okapi Rabbit Sheep Jaguar Chimpanzee Baboon Desert hedgehog Giant armadillo Rock hyrax-b Raccoon Rat E. American mole Mole rat Musk shrew Pig Echidna Brazilian tapir Tenrec Phalanger Tree shrew Red fox h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 10-1 100 101 102 103 104 10-1.0 10-0.8 10-0.6 10-0.4 10-0.2 100.0 100.2 100.4 100.6 100.8 101.0 101.2 101.4 101.6 101.8 102.0 102.2 102.4 102.6 102.8 103.0 103.2 103.4 103.6 103.8 104.0 10-1.00 10-0.98 10-0.96 10-0.94 10-0.92 10-0.90 10-0.88 10-0.86 10-0.84 10-0.82 10-0.80 10-0.78 10-0.76 10-0.74 10-0.72 10-0.70 10-0.68 10-0.66 10-0.64 10-0.62 10-0.60 10-0.58 10-0.56 10-0.54 10-0.52 10-0.50 10-0.48 10-0.46 10-0.44 10-0.42 10-0.40 10-0.38 10-0.36 10-0.34 10-0.32 10-0.30 10-0.28 10-0.26 10-0.24 10-0.22 10-0.20 10-0.18 10-0.16 10-0.14 10-0.12 10-0.10 10-0.08 10-0.06 10-0.04 10-0.02 100.00 100.02 100.04 100.06 100.08 100.10 100.12 100.14 100.16 100.18 100.20 100.22 100.24 100.26 100.28 100.30 100.32 100.34 100.36 100.38 100.40 100.42 100.44 100.46 100.48 100.50 100.52 100.54 100.56 100.58 100.60 100.62 100.64 100.66 100.68 100.70 100.72 100.74 100.76 100.78 100.80 100.82 100.84 100.86 100.88 100.90 100.92 100.94 100.96 100.98 101.00 101.02 101.04 101.06 101.08 101.10 101.12 101.14 101.16 101.18 101.20 101.22 101.24 101.26 101.28 101.30 101.32 101.34 101.36 101.38 101.40 101.42 101.44 101.46 101.48 101.50 101.52 101.54 101.56 101.58 101.60 101.62 101.64 101.66 101.68 101.70 101.72 101.74 101.76 101.78 101.80 101.82 101.84 101.86 101.88 101.90 101.92 101.94 101.96 101.98 102.00 102.02 102.04 102.06 102.08 102.10 102.12 102.14 102.16 102.18 102.20 102.22 102.24 102.26 102.28 102.30 102.32 102.34 102.36 102.38 102.40 102.42 102.44 102.46 102.48 102.50 102.52 102.54 102.56 102.58 102.60 102.62 102.64 102.66 102.68 102.70 102.72 102.74 102.76 102.78 102.80 102.82 102.84 102.86 102.88 102.90 102.92 102.94 102.96 102.98 103.00 103.02 103.04 103.06 103.08 103.10 103.12 103.14 103.16 103.18 103.20 103.22 103.24 103.26 103.28 103.30 103.32 103.34 103.36 103.38 103.40 103.42 103.44 103.46 103.48 103.50 103.52 103.54 103.56 103.58 103.60 103.62 103.64 103.66 103.68 103.70 103.72 103.74 103.76 103.78 103.80 103.82 103.84 103.86 103.88 103.90 103.92 103.94 103.96 103.98 104.00 10-2 100 102 104 Brain Body 10-4 10-2 100 102 104 10-4.0 10-3.5 10-3.0 10-2.5 10-2.0 10-1.5 10-1.0 10-0.5 100.0 100.5 101.0 101.5 102.0 102.5 103.0 103.5 104.0 10-4.00 10-3.95 10-3.90 10-3.85 10-3.80 10-3.75 10-3.70 10-3.65 10-3.60 10-3.55 10-3.50 10-3.45 10-3.40 10-3.35 10-3.30 10-3.25 10-3.20 10-3.15 10-3.10 10-3.05 10-3.00 10-2.95 10-2.90 10-2.85 10-2.80 10-2.75 10-2.70 10-2.65 10-2.60 10-2.55 10-2.50 10-2.45 10-2.40 10-2.35 10-2.30 10-2.25 10-2.20 10-2.15 10-2.10 10-2.05 10-2.00 10-1.95 10-1.90 10-1.85 10-1.80 10-1.75 10-1.70 10-1.65 10-1.60 10-1.55 10-1.50 10-1.45 10-1.40 10-1.35 10-1.30 10-1.25 10-1.20 10-1.15 10-1.10 10-1.05 10-1.00 10-0.95 10-0.90 10-0.85 10-0.80 10-0.75 10-0.70 10-0.65 10-0.60 10-0.55 10-0.50 10-0.45 10-0.40 10-0.35 10-0.30 10-0.25 10-0.20 10-0.15 10-0.10 10-0.05 100.00 100.05 100.10 100.15 100.20 100.25 100.30 100.35 100.40 100.45 100.50 100.55 100.60 100.65 100.70 100.75 100.80 100.85 100.90 100.95 101.00 101.05 101.10 101.15 101.20 101.25 101.30 101.35 101.40 101.45 101.50 101.55 101.60 101.65 101.70 101.75 101.80 101.85 101.90 101.95 102.00 102.05 102.10 102.15 102.20 102.25 102.30 102.35 102.40 102.45 102.50 102.55 102.60 102.65 102.70 102.75 102.80 102.85 102.90 102.95 103.00 103.05 103.10 103.15 103.20 103.25 103.30 103.35 103.40 103.45 103.50 103.55 103.60 103.65 103.70 103.75 103.80 103.85 103.90 103.95 104.00 10-5 100 105 Arctic fox Owl monkey Mountain beaver Cow Grey wolf Goat Roe deer Guinea pig Verbet Chinchilla Ground squirrel Arctic ground squirrel African giant pouched rat Lesser short-tailed shrew Star-nosed mole Nine-banded armadillo Tree hyrax N.A. opossum Asian elephant Big brown bat Donkey Horse European hedgehog Patas monkey Cat Galago Genet Giraffe Gorilla Grey seal Rock hyrax-a Human African elephant Water opossum Rhesus monkey Kangaroo Yellow-bellied marmot Golden hamster Mouse Little brown bat Slow loris Okapi Rabbit Sheep Jaguar Chimpanzee Baboon Desert hedgehog Giant armadillo Rock hyrax-b Raccoon Rat E. American mole Mole rat Musk shrew Pig Echidna Brazilian tapir Tenrec Phalanger Tree shrew Red fox 0.62685341466672571.7024305364455252 -0.98296666070121960.3979400086720376 0.209515014542630971.0569048513364727 -0.0457574905606751150.414973347970818 2.20411998265592462.2278867046136734 0.477121254719662441.3979400086720377 2.28330122870354972.255272505103306 -1.3187587626244128-0.4814860601221125 -0.91364016932525180.47712125471966244 -1.12493873660830.07918124604762482 -0.55284196865778080.2787536009528289 0.63225477668471361.5932860670204574 0.55630250076728731.3222192947339193 1.77815125038364361.9084850188786497 -0.25963731050575610.38021124171160603 1.02325245963371162.254064452914338 1.71733758272386372.6434526764861874 2.02.1958996524092336 1.74429298312267632.2430380486862944 0.39794000867203761.08278537031645 2.39794000867203752.690196080028514 0.1461280356782381.0969100130080565 -2.0-0.6020599913279624 -1.6382721639824072-0.3979400086720376 -0.92081875395237520.0 0.60745502321466851.2304489213782739 1.54406804435027571.7481880270062005 0.83250891270623632.2528530309798933 0.54406804435027570.5910646070264992 3.82308279653280363.7567881987681178 1.7923916894982543.12057393120585 -0.124938736608299951.089905111439398 1.92941892571429262.5118833609788744 2.3159703454569182.6085260335771943 2.72345567203518572.832508912706236 0.149219112655379881.2430380486862944 -0.69897000433601870.6989700043360189 0.51851393987788741.4082399653118496 1.02.060697840353612 -0.105130343254747450.5440680443502757 2.71683772329952472.816241299991783 2.272073787500012.622214022966295 -1.6382721639824072-0.5228787452803376 3.4060289449636153.663040974893974 0.23044892137827390.7993405494535817 0.30102999566398121.089905111439398 0.54406804435027571.0334237554869496 -1.22184874961635640.0 -2.3010299956639813-0.8538719643217619 0.00.8195439355418687 -0.0362121726544447150.7558748556724915 -0.99567862621735740.6020599913279624 -0.371611069949688460.8061799739838872 0.62221402296629541.7634279935629373 0.017033339298780370.7403626894942439 1.1711411510283821.9921114877869497 1.44185217577329182.060697840353612 1.56026539786271462.0773679052841563 2.6674529528899542.6263403673750423 0.130333768495006140.9084850188786497 -0.31875876262441281.1903316981702914 0.52955867302116311.6483600109809315 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 10-1 100 101 102 103 104 10-1.0 10-0.8 10-0.6 10-0.4 10-0.2 100.0 100.2 100.4 100.6 100.8 101.0 101.2 101.4 101.6 101.8 102.0 102.2 102.4 102.6 102.8 103.0 103.2 103.4 103.6 103.8 104.0 10-1.00 10-0.98 10-0.96 10-0.94 10-0.92 10-0.90 10-0.88 10-0.86 10-0.84 10-0.82 10-0.80 10-0.78 10-0.76 10-0.74 10-0.72 10-0.70 10-0.68 10-0.66 10-0.64 10-0.62 10-0.60 10-0.58 10-0.56 10-0.54 10-0.52 10-0.50 10-0.48 10-0.46 10-0.44 10-0.42 10-0.40 10-0.38 10-0.36 10-0.34 10-0.32 10-0.30 10-0.28 10-0.26 10-0.24 10-0.22 10-0.20 10-0.18 10-0.16 10-0.14 10-0.12 10-0.10 10-0.08 10-0.06 10-0.04 10-0.02 100.00 100.02 100.04 100.06 100.08 100.10 100.12 100.14 100.16 100.18 100.20 100.22 100.24 100.26 100.28 100.30 100.32 100.34 100.36 100.38 100.40 100.42 100.44 100.46 100.48 100.50 100.52 100.54 100.56 100.58 100.60 100.62 100.64 100.66 100.68 100.70 100.72 100.74 100.76 100.78 100.80 100.82 100.84 100.86 100.88 100.90 100.92 100.94 100.96 100.98 101.00 101.02 101.04 101.06 101.08 101.10 101.12 101.14 101.16 101.18 101.20 101.22 101.24 101.26 101.28 101.30 101.32 101.34 101.36 101.38 101.40 101.42 101.44 101.46 101.48 101.50 101.52 101.54 101.56 101.58 101.60 101.62 101.64 101.66 101.68 101.70 101.72 101.74 101.76 101.78 101.80 101.82 101.84 101.86 101.88 101.90 101.92 101.94 101.96 101.98 102.00 102.02 102.04 102.06 102.08 102.10 102.12 102.14 102.16 102.18 102.20 102.22 102.24 102.26 102.28 102.30 102.32 102.34 102.36 102.38 102.40 102.42 102.44 102.46 102.48 102.50 102.52 102.54 102.56 102.58 102.60 102.62 102.64 102.66 102.68 102.70 102.72 102.74 102.76 102.78 102.80 102.82 102.84 102.86 102.88 102.90 102.92 102.94 102.96 102.98 103.00 103.02 103.04 103.06 103.08 103.10 103.12 103.14 103.16 103.18 103.20 103.22 103.24 103.26 103.28 103.30 103.32 103.34 103.36 103.38 103.40 103.42 103.44 103.46 103.48 103.50 103.52 103.54 103.56 103.58 103.60 103.62 103.64 103.66 103.68 103.70 103.72 103.74 103.76 103.78 103.80 103.82 103.84 103.86 103.88 103.90 103.92 103.94 103.96 103.98 104.00 10-2 100 102 104 Brain

Geom.line

using Gadfly, RDatasets
set_default_plot_size(21cm, 8cm)
p1 = plot(dataset("lattice", "melanoma"), x="Year", y="Incidence", Geom.line)
p2 = plot(dataset("Zelig", "approval"), x="Month",  y="Approve", color="Year",
          Geom.line)
hstack(p1,p2)
Month 0 5 10 15 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 10.05 10.10 10.15 10.20 10.25 10.30 10.35 10.40 10.45 10.50 10.55 10.60 10.65 10.70 10.75 10.80 10.85 10.90 10.95 11.00 11.05 11.10 11.15 11.20 11.25 11.30 11.35 11.40 11.45 11.50 11.55 11.60 11.65 11.70 11.75 11.80 11.85 11.90 11.95 12.00 12.05 12.10 12.15 12.20 12.25 12.30 12.35 12.40 12.45 12.50 12.55 12.60 12.65 12.70 12.75 12.80 12.85 12.90 12.95 13.00 13.05 13.10 13.15 13.20 13.25 13.30 13.35 13.40 13.45 13.50 13.55 13.60 13.65 13.70 13.75 13.80 13.85 13.90 13.95 14.00 14.05 14.10 14.15 14.20 14.25 14.30 14.35 14.40 14.45 14.50 14.55 14.60 14.65 14.70 14.75 14.80 14.85 14.90 14.95 15.00 0 20 2003 2006 2002 2001 2005 2004 Year h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 30 40 50 60 70 80 90 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 0 100 Approve Year 1930 1940 1950 1960 1970 1980 1930 1932 1934 1936 1938 1940 1942 1944 1946 1948 1950 1952 1954 1956 1958 1960 1962 1964 1966 1968 1970 1972 1974 1976 1978 1980 1930.0 1930.2 1930.4 1930.6 1930.8 1931.0 1931.2 1931.4 1931.6 1931.8 1932.0 1932.2 1932.4 1932.6 1932.8 1933.0 1933.2 1933.4 1933.6 1933.8 1934.0 1934.2 1934.4 1934.6 1934.8 1935.0 1935.2 1935.4 1935.6 1935.8 1936.0 1936.2 1936.4 1936.6 1936.8 1937.0 1937.2 1937.4 1937.6 1937.8 1938.0 1938.2 1938.4 1938.6 1938.8 1939.0 1939.2 1939.4 1939.6 1939.8 1940.0 1940.2 1940.4 1940.6 1940.8 1941.0 1941.2 1941.4 1941.6 1941.8 1942.0 1942.2 1942.4 1942.6 1942.8 1943.0 1943.2 1943.4 1943.6 1943.8 1944.0 1944.2 1944.4 1944.6 1944.8 1945.0 1945.2 1945.4 1945.6 1945.8 1946.0 1946.2 1946.4 1946.6 1946.8 1947.0 1947.2 1947.4 1947.6 1947.8 1948.0 1948.2 1948.4 1948.6 1948.8 1949.0 1949.2 1949.4 1949.6 1949.8 1950.0 1950.2 1950.4 1950.6 1950.8 1951.0 1951.2 1951.4 1951.6 1951.8 1952.0 1952.2 1952.4 1952.6 1952.8 1953.0 1953.2 1953.4 1953.6 1953.8 1954.0 1954.2 1954.4 1954.6 1954.8 1955.0 1955.2 1955.4 1955.6 1955.8 1956.0 1956.2 1956.4 1956.6 1956.8 1957.0 1957.2 1957.4 1957.6 1957.8 1958.0 1958.2 1958.4 1958.6 1958.8 1959.0 1959.2 1959.4 1959.6 1959.8 1960.0 1960.2 1960.4 1960.6 1960.8 1961.0 1961.2 1961.4 1961.6 1961.8 1962.0 1962.2 1962.4 1962.6 1962.8 1963.0 1963.2 1963.4 1963.6 1963.8 1964.0 1964.2 1964.4 1964.6 1964.8 1965.0 1965.2 1965.4 1965.6 1965.8 1966.0 1966.2 1966.4 1966.6 1966.8 1967.0 1967.2 1967.4 1967.6 1967.8 1968.0 1968.2 1968.4 1968.6 1968.8 1969.0 1969.2 1969.4 1969.6 1969.8 1970.0 1970.2 1970.4 1970.6 1970.8 1971.0 1971.2 1971.4 1971.6 1971.8 1972.0 1972.2 1972.4 1972.6 1972.8 1973.0 1973.2 1973.4 1973.6 1973.8 1974.0 1974.2 1974.4 1974.6 1974.8 1975.0 1975.2 1975.4 1975.6 1975.8 1976.0 1976.2 1976.4 1976.6 1976.8 1977.0 1977.2 1977.4 1977.6 1977.8 1978.0 1978.2 1978.4 1978.6 1978.8 1979.0 1979.2 1979.4 1979.6 1979.8 1980.0 1920 1950 1980 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 1 2 3 4 5 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 0 5 Incidence

Geom.path

using Gadfly, Random
set_default_plot_size(21cm, 8cm)

n = 500
Random.seed!(1234)
xjumps = rand(n).-.5
yjumps = rand(n).-.5
p1 = plot(x=cumsum(xjumps),y=cumsum(yjumps),Geom.path)

t = 0:0.2:8pi
p2 = plot(x=t.*cos.(t), y=t.*sin.(t), Geom.path)

hstack(p1,p2)
x -30 -20 -10 0 10 20 30 -30.0 -27.5 -25.0 -22.5 -20.0 -17.5 -15.0 -12.5 -10.0 -7.5 -5.0 -2.5 0.0 2.5 5.0 7.5 10.0 12.5 15.0 17.5 20.0 22.5 25.0 27.5 30.0 -30.0 -29.8 -29.6 -29.4 -29.2 -29.0 -28.8 -28.6 -28.4 -28.2 -28.0 -27.8 -27.6 -27.4 -27.2 -27.0 -26.8 -26.6 -26.4 -26.2 -26.0 -25.8 -25.6 -25.4 -25.2 -25.0 -24.8 -24.6 -24.4 -24.2 -24.0 -23.8 -23.6 -23.4 -23.2 -23.0 -22.8 -22.6 -22.4 -22.2 -22.0 -21.8 -21.6 -21.4 -21.2 -21.0 -20.8 -20.6 -20.4 -20.2 -20.0 -19.8 -19.6 -19.4 -19.2 -19.0 -18.8 -18.6 -18.4 -18.2 -18.0 -17.8 -17.6 -17.4 -17.2 -17.0 -16.8 -16.6 -16.4 -16.2 -16.0 -15.8 -15.6 -15.4 -15.2 -15.0 -14.8 -14.6 -14.4 -14.2 -14.0 -13.8 -13.6 -13.4 -13.2 -13.0 -12.8 -12.6 -12.4 -12.2 -12.0 -11.8 -11.6 -11.4 -11.2 -11.0 -10.8 -10.6 -10.4 -10.2 -10.0 -9.8 -9.6 -9.4 -9.2 -9.0 -8.8 -8.6 -8.4 -8.2 -8.0 -7.8 -7.6 -7.4 -7.2 -7.0 -6.8 -6.6 -6.4 -6.2 -6.0 -5.8 -5.6 -5.4 -5.2 -5.0 -4.8 -4.6 -4.4 -4.2 -4.0 -3.8 -3.6 -3.4 -3.2 -3.0 -2.8 -2.6 -2.4 -2.2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 8.2 8.4 8.6 8.8 9.0 9.2 9.4 9.6 9.8 10.0 10.2 10.4 10.6 10.8 11.0 11.2 11.4 11.6 11.8 12.0 12.2 12.4 12.6 12.8 13.0 13.2 13.4 13.6 13.8 14.0 14.2 14.4 14.6 14.8 15.0 15.2 15.4 15.6 15.8 16.0 16.2 16.4 16.6 16.8 17.0 17.2 17.4 17.6 17.8 18.0 18.2 18.4 18.6 18.8 19.0 19.2 19.4 19.6 19.8 20.0 20.2 20.4 20.6 20.8 21.0 21.2 21.4 21.6 21.8 22.0 22.2 22.4 22.6 22.8 23.0 23.2 23.4 23.6 23.8 24.0 24.2 24.4 24.6 24.8 25.0 25.2 25.4 25.6 25.8 26.0 26.2 26.4 26.6 26.8 27.0 27.2 27.4 27.6 27.8 28.0 28.2 28.4 28.6 28.8 29.0 29.2 29.4 29.6 29.8 30.0 -30 0 30 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -30 -20 -10 0 10 20 30 -30.0 -27.5 -25.0 -22.5 -20.0 -17.5 -15.0 -12.5 -10.0 -7.5 -5.0 -2.5 0.0 2.5 5.0 7.5 10.0 12.5 15.0 17.5 20.0 22.5 25.0 27.5 30.0 -30.0 -29.8 -29.6 -29.4 -29.2 -29.0 -28.8 -28.6 -28.4 -28.2 -28.0 -27.8 -27.6 -27.4 -27.2 -27.0 -26.8 -26.6 -26.4 -26.2 -26.0 -25.8 -25.6 -25.4 -25.2 -25.0 -24.8 -24.6 -24.4 -24.2 -24.0 -23.8 -23.6 -23.4 -23.2 -23.0 -22.8 -22.6 -22.4 -22.2 -22.0 -21.8 -21.6 -21.4 -21.2 -21.0 -20.8 -20.6 -20.4 -20.2 -20.0 -19.8 -19.6 -19.4 -19.2 -19.0 -18.8 -18.6 -18.4 -18.2 -18.0 -17.8 -17.6 -17.4 -17.2 -17.0 -16.8 -16.6 -16.4 -16.2 -16.0 -15.8 -15.6 -15.4 -15.2 -15.0 -14.8 -14.6 -14.4 -14.2 -14.0 -13.8 -13.6 -13.4 -13.2 -13.0 -12.8 -12.6 -12.4 -12.2 -12.0 -11.8 -11.6 -11.4 -11.2 -11.0 -10.8 -10.6 -10.4 -10.2 -10.0 -9.8 -9.6 -9.4 -9.2 -9.0 -8.8 -8.6 -8.4 -8.2 -8.0 -7.8 -7.6 -7.4 -7.2 -7.0 -6.8 -6.6 -6.4 -6.2 -6.0 -5.8 -5.6 -5.4 -5.2 -5.0 -4.8 -4.6 -4.4 -4.2 -4.0 -3.8 -3.6 -3.4 -3.2 -3.0 -2.8 -2.6 -2.4 -2.2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 8.2 8.4 8.6 8.8 9.0 9.2 9.4 9.6 9.8 10.0 10.2 10.4 10.6 10.8 11.0 11.2 11.4 11.6 11.8 12.0 12.2 12.4 12.6 12.8 13.0 13.2 13.4 13.6 13.8 14.0 14.2 14.4 14.6 14.8 15.0 15.2 15.4 15.6 15.8 16.0 16.2 16.4 16.6 16.8 17.0 17.2 17.4 17.6 17.8 18.0 18.2 18.4 18.6 18.8 19.0 19.2 19.4 19.6 19.8 20.0 20.2 20.4 20.6 20.8 21.0 21.2 21.4 21.6 21.8 22.0 22.2 22.4 22.6 22.8 23.0 23.2 23.4 23.6 23.8 24.0 24.2 24.4 24.6 24.8 25.0 25.2 25.4 25.6 25.8 26.0 26.2 26.4 26.6 26.8 27.0 27.2 27.4 27.6 27.8 28.0 28.2 28.4 28.6 28.8 29.0 29.2 29.4 29.6 29.8 30.0 -30 0 30 y x -5 0 5 10 15 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 -5.0 -4.9 -4.8 -4.7 -4.6 -4.5 -4.4 -4.3 -4.2 -4.1 -4.0 -3.9 -3.8 -3.7 -3.6 -3.5 -3.4 -3.3 -3.2 -3.1 -3.0 -2.9 -2.8 -2.7 -2.6 -2.5 -2.4 -2.3 -2.2 -2.1 -2.0 -1.9 -1.8 -1.7 -1.6 -1.5 -1.4 -1.3 -1.2 -1.1 -1.0 -0.9 -0.8 -0.7 -0.6 -0.5 -0.4 -0.3 -0.2 -0.1 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9.0 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 10.0 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11.0 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12.0 12.1 12.2 12.3 12.4 12.5 12.6 12.7 12.8 12.9 13.0 13.1 13.2 13.3 13.4 13.5 13.6 13.7 13.8 13.9 14.0 14.1 14.2 14.3 14.4 14.5 14.6 14.7 14.8 14.9 15.0 -5 0 5 10 15 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -6 -4 -2 0 2 -6.0 -5.5 -5.0 -4.5 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 -6.00 -5.95 -5.90 -5.85 -5.80 -5.75 -5.70 -5.65 -5.60 -5.55 -5.50 -5.45 -5.40 -5.35 -5.30 -5.25 -5.20 -5.15 -5.10 -5.05 -5.00 -4.95 -4.90 -4.85 -4.80 -4.75 -4.70 -4.65 -4.60 -4.55 -4.50 -4.45 -4.40 -4.35 -4.30 -4.25 -4.20 -4.15 -4.10 -4.05 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 -6 -4 -2 0 2 y

Geom.point

using Gadfly, RDatasets
set_default_plot_size(21cm, 12cm)
D = dataset("datasets", "iris")
p1 = plot(D, x="SepalLength", y="SepalWidth", Geom.point);
p2 = plot(D, x="SepalLength", y="SepalWidth", color="PetalLength", Geom.point);
p3 = plot(D, x="SepalLength", y="SepalWidth", color="Species", Geom.point);
p4 = plot(D, x="SepalLength", y="SepalWidth", color="Species", shape="Species",
          Geom.point);
gridstack([p1 p2; p3 p4])
SepalLength 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 setosa versicolor virginica Species 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 SepalWidth SepalLength 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 setosa versicolor virginica Species 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 SepalWidth SepalLength 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 8 2 1 4 6 PetalLength 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 SepalWidth SepalLength 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 SepalWidth
using Gadfly, RDatasets
set_default_plot_size(14cm, 8cm)
plot(dataset("lattice", "singer"), x="VoicePart", y="Height", Geom.point)
VoicePart Soprano 1 Soprano 2 Alto 1 Alto 2 Tenor 1 Tenor 2 Bass 1 Bass 2 8,75 8,74 8,71 8,72 8,69 8,70 8,70 8,67 8,72 8,70 8,68 8,75 8,68 8,66 8,70 8,74 8,72 8,72 8,74 8,72 8,72 8,74 8,75 8,67 8,75 8,72 7,69 7,70 7,72 7,66 7,72 7,75 7,70 7,68 7,71 7,70 7,71 7,72 7,69 7,75 7,75 7,70 7,74 7,70 7,71 7,68 7,75 7,70 7,68 7,70 7,73 7,73 7,71 7,68 7,66 7,71 7,68 7,68 7,72 7,71 7,73 7,69 7,72 7,70 7,72 6,69 6,68 6,70 6,68 6,69 6,70 6,69 6,71 6,71 6,71 6,69 6,66 6,71 6,69 6,71 6,76 6,69 6,71 6,69 6,73 6,68 5,64 5,67 5,68 5,66 5,73 5,64 5,68 5,70 5,72 5,65 5,70 5,67 5,68 5,66 5,71 5,74 5,76 5,66 5,71 5,72 5,69 4,65 4,67 4,69 4,66 4,66 4,66 4,70 4,70 4,64 4,64 4,66 4,66 4,63 4,65 4,67 4,63 4,64 4,70 4,63 4,70 4,64 4,66 4,64 4,65 4,65 4,65 4,70 3,68 3,66 3,67 3,64 3,63 3,61 3,65 3,66 3,61 3,69 3,65 3,63 3,64 3,65 3,70 3,62 3,66 3,66 3,66 3,61 3,60 3,64 3,66 3,61 3,62 3,72 3,63 3,66 3,67 3,63 3,67 3,67 3,68 3,62 3,65 2,66 2,67 2,63 2,70 2,65 2,60 2,65 2,64 2,62 2,64 2,62 2,63 2,64 2,68 2,64 2,61 2,65 2,65 2,60 2,66 2,62 2,61 2,62 2,65 2,62 2,66 2,67 2,60 2,67 2,63 1,62 1,65 1,66 1,65 1,61 1,65 1,66 1,65 1,62 1,65 1,66 1,65 1,63 1,65 1,62 1,66 1,65 1,62 1,65 1,63 1,65 1,68 1,65 1,62 1,65 1,67 1,63 1,65 1,66 1,65 1,61 1,60 1,65 1,66 1,62 1,64 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 60 65 70 75 80 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 60.0 60.1 60.2 60.3 60.4 60.5 60.6 60.7 60.8 60.9 61.0 61.1 61.2 61.3 61.4 61.5 61.6 61.7 61.8 61.9 62.0 62.1 62.2 62.3 62.4 62.5 62.6 62.7 62.8 62.9 63.0 63.1 63.2 63.3 63.4 63.5 63.6 63.7 63.8 63.9 64.0 64.1 64.2 64.3 64.4 64.5 64.6 64.7 64.8 64.9 65.0 65.1 65.2 65.3 65.4 65.5 65.6 65.7 65.8 65.9 66.0 66.1 66.2 66.3 66.4 66.5 66.6 66.7 66.8 66.9 67.0 67.1 67.2 67.3 67.4 67.5 67.6 67.7 67.8 67.9 68.0 68.1 68.2 68.3 68.4 68.5 68.6 68.7 68.8 68.9 69.0 69.1 69.2 69.3 69.4 69.5 69.6 69.7 69.8 69.9 70.0 70.1 70.2 70.3 70.4 70.5 70.6 70.7 70.8 70.9 71.0 71.1 71.2 71.3 71.4 71.5 71.6 71.7 71.8 71.9 72.0 72.1 72.2 72.3 72.4 72.5 72.6 72.7 72.8 72.9 73.0 73.1 73.2 73.3 73.4 73.5 73.6 73.7 73.8 73.9 74.0 74.1 74.2 74.3 74.4 74.5 74.6 74.7 74.8 74.9 75.0 75.1 75.2 75.3 75.4 75.5 75.6 75.7 75.8 75.9 76.0 76.1 76.2 76.3 76.4 76.5 76.6 76.7 76.8 76.9 77.0 77.1 77.2 77.3 77.4 77.5 77.6 77.7 77.8 77.9 78.0 78.1 78.2 78.3 78.4 78.5 78.6 78.7 78.8 78.9 79.0 79.1 79.2 79.3 79.4 79.5 79.6 79.7 79.8 79.9 80.0 60 80 Height
using Gadfly, Distributions
set_default_plot_size(14cm, 8cm)
rdata = rand(MvNormal([0,0.],[1 0;0 1.]),100)
bdata = rand(MvNormal([1,0.],[1 0;0 1.]),100)
plot(layer(x=rdata[1,:], y=rdata[2,:], color=[colorant"red"], Geom.point),
     layer(x=bdata[1,:], y=bdata[2,:], color=[colorant"blue"], Geom.point))
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-0.054763444129151004-1.9377698460097872 0.086553326309161990.7243891916562045 0.46636882652328715-1.27228963278268 2.479458145293183-0.43124007869669356 -0.8599440416377101-0.3424987288505844 1.11002105834799550.3480185311888392 0.12920017464799216-0.08514311086040403 0.27849415550802430.05975315446863566 -0.54020085427177471.613658145114076 -0.8229693154635560.4045157310052756 -0.5253186974221202-0.024296710057660473 -0.5012468633309993-0.09852704359424604 -1.0022243993499760.719639079082409 -0.15921006898065435-1.1780052525065146 0.161915494122864020.8832487119695491 -0.163036927043005181.9214203502559462 0.79296110298625490.6950541470618624 1.4062912466266682-0.6134761184668656 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -3 -2 -1 0 1 2 3 -3.00 -2.75 -2.50 -2.25 -2.00 -1.75 -1.50 -1.25 -1.00 -0.75 -0.50 -0.25 0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00 2.25 2.50 2.75 3.00 -3.00 -2.98 -2.96 -2.94 -2.92 -2.90 -2.88 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Geom.polygon

using Gadfly, DataFrames
set_default_plot_size(21cm, 8cm)

p1 = plot(x=[0, 1, 1, 2, 2, 3, 3, 2, 2, 1, 1, 0, 4, 5, 5, 4],
     y=[0, 0, 1, 1, 0, 0, 3, 3, 2, 2, 3, 3, 0, 0, 3, 3],
     group=reduce(vcat, fill.(["H", "I"], [12,4])),
     Geom.polygon(preserve_order=true, fill=true))
Dps = reduce(vcat, [DataFrame(x=[1, 5, 5, 1].+d, y=[14, 14, 10, 10].-d, id=d+1) for d in 0:9])
p2 = plot(Dps, x=:x, y=:y, color=:id, alpha=[0.3], linestyle=[:dash],
    Geom.polygon(fill=true), Scale.color_discrete,
   Theme(line_width=2pt, lowlight_color=identity, discrete_highlight_color=identity))
hstack(p1, p2)
x 0 5 10 15 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 10.05 10.10 10.15 10.20 10.25 10.30 10.35 10.40 10.45 10.50 10.55 10.60 10.65 10.70 10.75 10.80 10.85 10.90 10.95 11.00 11.05 11.10 11.15 11.20 11.25 11.30 11.35 11.40 11.45 11.50 11.55 11.60 11.65 11.70 11.75 11.80 11.85 11.90 11.95 12.00 12.05 12.10 12.15 12.20 12.25 12.30 12.35 12.40 12.45 12.50 12.55 12.60 12.65 12.70 12.75 12.80 12.85 12.90 12.95 13.00 13.05 13.10 13.15 13.20 13.25 13.30 13.35 13.40 13.45 13.50 13.55 13.60 13.65 13.70 13.75 13.80 13.85 13.90 13.95 14.00 14.05 14.10 14.15 14.20 14.25 14.30 14.35 14.40 14.45 14.50 14.55 14.60 14.65 14.70 14.75 14.80 14.85 14.90 14.95 15.00 0 20 1 2 3 4 5 6 7 8 9 10 id h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 5 10 15 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 10.05 10.10 10.15 10.20 10.25 10.30 10.35 10.40 10.45 10.50 10.55 10.60 10.65 10.70 10.75 10.80 10.85 10.90 10.95 11.00 11.05 11.10 11.15 11.20 11.25 11.30 11.35 11.40 11.45 11.50 11.55 11.60 11.65 11.70 11.75 11.80 11.85 11.90 11.95 12.00 12.05 12.10 12.15 12.20 12.25 12.30 12.35 12.40 12.45 12.50 12.55 12.60 12.65 12.70 12.75 12.80 12.85 12.90 12.95 13.00 13.05 13.10 13.15 13.20 13.25 13.30 13.35 13.40 13.45 13.50 13.55 13.60 13.65 13.70 13.75 13.80 13.85 13.90 13.95 14.00 14.05 14.10 14.15 14.20 14.25 14.30 14.35 14.40 14.45 14.50 14.55 14.60 14.65 14.70 14.75 14.80 14.85 14.90 14.95 15.00 0 20 y x 0 1 2 3 4 5 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 0 5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 1 2 3 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09 0.10 0.11 0.12 0.13 0.14 0.15 0.16 0.17 0.18 0.19 0.20 0.21 0.22 0.23 0.24 0.25 0.26 0.27 0.28 0.29 0.30 0.31 0.32 0.33 0.34 0.35 0.36 0.37 0.38 0.39 0.40 0.41 0.42 0.43 0.44 0.45 0.46 0.47 0.48 0.49 0.50 0.51 0.52 0.53 0.54 0.55 0.56 0.57 0.58 0.59 0.60 0.61 0.62 0.63 0.64 0.65 0.66 0.67 0.68 0.69 0.70 0.71 0.72 0.73 0.74 0.75 0.76 0.77 0.78 0.79 0.80 0.81 0.82 0.83 0.84 0.85 0.86 0.87 0.88 0.89 0.90 0.91 0.92 0.93 0.94 0.95 0.96 0.97 0.98 0.99 1.00 1.01 1.02 1.03 1.04 1.05 1.06 1.07 1.08 1.09 1.10 1.11 1.12 1.13 1.14 1.15 1.16 1.17 1.18 1.19 1.20 1.21 1.22 1.23 1.24 1.25 1.26 1.27 1.28 1.29 1.30 1.31 1.32 1.33 1.34 1.35 1.36 1.37 1.38 1.39 1.40 1.41 1.42 1.43 1.44 1.45 1.46 1.47 1.48 1.49 1.50 1.51 1.52 1.53 1.54 1.55 1.56 1.57 1.58 1.59 1.60 1.61 1.62 1.63 1.64 1.65 1.66 1.67 1.68 1.69 1.70 1.71 1.72 1.73 1.74 1.75 1.76 1.77 1.78 1.79 1.80 1.81 1.82 1.83 1.84 1.85 1.86 1.87 1.88 1.89 1.90 1.91 1.92 1.93 1.94 1.95 1.96 1.97 1.98 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 0 3 y

Geom.rect, Geom.rectbin

using Gadfly, DataFrames
set_default_plot_size(21cm, 8cm)
x1, y1, w1 = 0.5:10, rand(10), 0.09.+0.4*rand(10)
D = DataFrame(x=x1, y=rand(x1, 10), y1=y1, x2=x1.+w1, y2=y1.+w1, c=0:9)
p1 = plot(D, xmin=:x, ymin=:y1, xmax=:x2, ymax=:y2, color=[colorant"green"],
    alpha=1:10, Geom.rect, Scale.alpha_discrete)
p2 = plot(D, xmin=:x, ymin=:y1, xmax=:x2, ymax=:y2, color=:c, alpha=[0.7],
    Geom.rect, Guide.ylabel(nothing))
p3 = plot(D, x=:x, y=:y, color=:c, alpha=[0.5], Geom.rectbin, Scale.color_discrete)
hstack(p1, p2, p3)
x 0 5 10 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 0 1 2 3 4 5 6 7 8 9 c h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 5 10 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 y x 0 5 10 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 10.0 0.0 2.5 5.0 7.5 c h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0 0.5 1.0 1.5 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 0.000 0.005 0.010 0.015 0.020 0.025 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.085 0.090 0.095 0.100 0.105 0.110 0.115 0.120 0.125 0.130 0.135 0.140 0.145 0.150 0.155 0.160 0.165 0.170 0.175 0.180 0.185 0.190 0.195 0.200 0.205 0.210 0.215 0.220 0.225 0.230 0.235 0.240 0.245 0.250 0.255 0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400 0.405 0.410 0.415 0.420 0.425 0.430 0.435 0.440 0.445 0.450 0.455 0.460 0.465 0.470 0.475 0.480 0.485 0.490 0.495 0.500 0.505 0.510 0.515 0.520 0.525 0.530 0.535 0.540 0.545 0.550 0.555 0.560 0.565 0.570 0.575 0.580 0.585 0.590 0.595 0.600 0.605 0.610 0.615 0.620 0.625 0.630 0.635 0.640 0.645 0.650 0.655 0.660 0.665 0.670 0.675 0.680 0.685 0.690 0.695 0.700 0.705 0.710 0.715 0.720 0.725 0.730 0.735 0.740 0.745 0.750 0.755 0.760 0.765 0.770 0.775 0.780 0.785 0.790 0.795 0.800 0.805 0.810 0.815 0.820 0.825 0.830 0.835 0.840 0.845 0.850 0.855 0.860 0.865 0.870 0.875 0.880 0.885 0.890 0.895 0.900 0.905 0.910 0.915 0.920 0.925 0.930 0.935 0.940 0.945 0.950 0.955 0.960 0.965 0.970 0.975 0.980 0.985 0.990 0.995 1.000 1.005 1.010 1.015 1.020 1.025 1.030 1.035 1.040 1.045 1.050 1.055 1.060 1.065 1.070 1.075 1.080 1.085 1.090 1.095 1.100 1.105 1.110 1.115 1.120 1.125 1.130 1.135 1.140 1.145 1.150 1.155 1.160 1.165 1.170 1.175 1.180 1.185 1.190 1.195 1.200 1.205 1.210 1.215 1.220 1.225 1.230 1.235 1.240 1.245 1.250 1.255 1.260 1.265 1.270 1.275 1.280 1.285 1.290 1.295 1.300 1.305 1.310 1.315 1.320 1.325 1.330 1.335 1.340 1.345 1.350 1.355 1.360 1.365 1.370 1.375 1.380 1.385 1.390 1.395 1.400 1.405 1.410 1.415 1.420 1.425 1.430 1.435 1.440 1.445 1.450 1.455 1.460 1.465 1.470 1.475 1.480 1.485 1.490 1.495 1.500 0 2 x 0 5 10 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0 0.5 1.0 1.5 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 0.000 0.005 0.010 0.015 0.020 0.025 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.085 0.090 0.095 0.100 0.105 0.110 0.115 0.120 0.125 0.130 0.135 0.140 0.145 0.150 0.155 0.160 0.165 0.170 0.175 0.180 0.185 0.190 0.195 0.200 0.205 0.210 0.215 0.220 0.225 0.230 0.235 0.240 0.245 0.250 0.255 0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400 0.405 0.410 0.415 0.420 0.425 0.430 0.435 0.440 0.445 0.450 0.455 0.460 0.465 0.470 0.475 0.480 0.485 0.490 0.495 0.500 0.505 0.510 0.515 0.520 0.525 0.530 0.535 0.540 0.545 0.550 0.555 0.560 0.565 0.570 0.575 0.580 0.585 0.590 0.595 0.600 0.605 0.610 0.615 0.620 0.625 0.630 0.635 0.640 0.645 0.650 0.655 0.660 0.665 0.670 0.675 0.680 0.685 0.690 0.695 0.700 0.705 0.710 0.715 0.720 0.725 0.730 0.735 0.740 0.745 0.750 0.755 0.760 0.765 0.770 0.775 0.780 0.785 0.790 0.795 0.800 0.805 0.810 0.815 0.820 0.825 0.830 0.835 0.840 0.845 0.850 0.855 0.860 0.865 0.870 0.875 0.880 0.885 0.890 0.895 0.900 0.905 0.910 0.915 0.920 0.925 0.930 0.935 0.940 0.945 0.950 0.955 0.960 0.965 0.970 0.975 0.980 0.985 0.990 0.995 1.000 1.005 1.010 1.015 1.020 1.025 1.030 1.035 1.040 1.045 1.050 1.055 1.060 1.065 1.070 1.075 1.080 1.085 1.090 1.095 1.100 1.105 1.110 1.115 1.120 1.125 1.130 1.135 1.140 1.145 1.150 1.155 1.160 1.165 1.170 1.175 1.180 1.185 1.190 1.195 1.200 1.205 1.210 1.215 1.220 1.225 1.230 1.235 1.240 1.245 1.250 1.255 1.260 1.265 1.270 1.275 1.280 1.285 1.290 1.295 1.300 1.305 1.310 1.315 1.320 1.325 1.330 1.335 1.340 1.345 1.350 1.355 1.360 1.365 1.370 1.375 1.380 1.385 1.390 1.395 1.400 1.405 1.410 1.415 1.420 1.425 1.430 1.435 1.440 1.445 1.450 1.455 1.460 1.465 1.470 1.475 1.480 1.485 1.490 1.495 1.500 0 2 y1
using Gadfly, DataFrames, RDatasets
set_default_plot_size(14cm, 8cm)
plot(dataset("Zelig", "macro"), x="Year", y="Country", color="GDP", Geom.rectbin)
Year 1960 1970 1980 1990 2000 1960 1962 1964 1966 1968 1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 1960.0 1960.2 1960.4 1960.6 1960.8 1961.0 1961.2 1961.4 1961.6 1961.8 1962.0 1962.2 1962.4 1962.6 1962.8 1963.0 1963.2 1963.4 1963.6 1963.8 1964.0 1964.2 1964.4 1964.6 1964.8 1965.0 1965.2 1965.4 1965.6 1965.8 1966.0 1966.2 1966.4 1966.6 1966.8 1967.0 1967.2 1967.4 1967.6 1967.8 1968.0 1968.2 1968.4 1968.6 1968.8 1969.0 1969.2 1969.4 1969.6 1969.8 1970.0 1970.2 1970.4 1970.6 1970.8 1971.0 1971.2 1971.4 1971.6 1971.8 1972.0 1972.2 1972.4 1972.6 1972.8 1973.0 1973.2 1973.4 1973.6 1973.8 1974.0 1974.2 1974.4 1974.6 1974.8 1975.0 1975.2 1975.4 1975.6 1975.8 1976.0 1976.2 1976.4 1976.6 1976.8 1977.0 1977.2 1977.4 1977.6 1977.8 1978.0 1978.2 1978.4 1978.6 1978.8 1979.0 1979.2 1979.4 1979.6 1979.8 1980.0 1980.2 1980.4 1980.6 1980.8 1981.0 1981.2 1981.4 1981.6 1981.8 1982.0 1982.2 1982.4 1982.6 1982.8 1983.0 1983.2 1983.4 1983.6 1983.8 1984.0 1984.2 1984.4 1984.6 1984.8 1985.0 1985.2 1985.4 1985.6 1985.8 1986.0 1986.2 1986.4 1986.6 1986.8 1987.0 1987.2 1987.4 1987.6 1987.8 1988.0 1988.2 1988.4 1988.6 1988.8 1989.0 1989.2 1989.4 1989.6 1989.8 1990.0 1990.2 1990.4 1990.6 1990.8 1991.0 1991.2 1991.4 1991.6 1991.8 1992.0 1992.2 1992.4 1992.6 1992.8 1993.0 1993.2 1993.4 1993.6 1993.8 1994.0 1994.2 1994.4 1994.6 1994.8 1995.0 1995.2 1995.4 1995.6 1995.8 1996.0 1996.2 1996.4 1996.6 1996.8 1997.0 1997.2 1997.4 1997.6 1997.8 1998.0 1998.2 1998.4 1998.6 1998.8 1999.0 1999.2 1999.4 1999.6 1999.8 2000.0 1950 2000 15 -5 0 5 10 GDP h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? United States Canada United Kingdom Netherlands Belgium France West Germany Austria Italy Finland Sweden Norway Denmark Japan Country

Geom.ribbon

using Gadfly, DataFrames, Distributions
set_default_plot_size(21cm, 8cm)
X, x = [cos.(0:0.1:20) sin.(0:0.1:20)], -4:0.1:4
Da = [DataFrame(x=0:0.1:20, y=X[:,j], ymin=X[:,j].-0.5, ymax=X[:,j].+0.5, f="$f")  for (j,f) in enumerate(["cos","sin"])]
Db = [DataFrame(x=x, ymax=pdf.(Normal(μ),x), u="μ=$μ") for μ in [-1,1] ]

# In the line below, 0.6 is the color opacity
p1 = plot(vcat(Da...), x=:x, y=:y, ymin=:ymin, ymax=:ymax, color=:f,
    Geom.line, Geom.ribbon, alpha=[0.6])
p2 = plot(Da[1], x=:y, y=:x, xmin=:ymin, xmax=:ymax, color=[colorant"red"],
    Geom.path, Geom.ribbon)
p3 = plot(vcat(Db...), x = :x, y=:ymax, ymin=[0.0], ymax = :ymax,
    color = :u, alpha=:u, Theme(alphas=[0.8,0.2]),
    Geom.line, Geom.ribbon, Guide.ylabel("Density"),
    Guide.colorkey(title="", pos=[2.1,0.6]), Guide.title("Parametric PDF"))
hstack(p1, p2, p3)
x -4 -2 0 2 4 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 -5 0 5 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? μ=-1 μ=1 0.0 0.1 0.2 0.3 0.4 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.000 0.002 0.004 0.006 0.008 0.010 0.012 0.014 0.016 0.018 0.020 0.022 0.024 0.026 0.028 0.030 0.032 0.034 0.036 0.038 0.040 0.042 0.044 0.046 0.048 0.050 0.052 0.054 0.056 0.058 0.060 0.062 0.064 0.066 0.068 0.070 0.072 0.074 0.076 0.078 0.080 0.082 0.084 0.086 0.088 0.090 0.092 0.094 0.096 0.098 0.100 0.102 0.104 0.106 0.108 0.110 0.112 0.114 0.116 0.118 0.120 0.122 0.124 0.126 0.128 0.130 0.132 0.134 0.136 0.138 0.140 0.142 0.144 0.146 0.148 0.150 0.152 0.154 0.156 0.158 0.160 0.162 0.164 0.166 0.168 0.170 0.172 0.174 0.176 0.178 0.180 0.182 0.184 0.186 0.188 0.190 0.192 0.194 0.196 0.198 0.200 0.202 0.204 0.206 0.208 0.210 0.212 0.214 0.216 0.218 0.220 0.222 0.224 0.226 0.228 0.230 0.232 0.234 0.236 0.238 0.240 0.242 0.244 0.246 0.248 0.250 0.252 0.254 0.256 0.258 0.260 0.262 0.264 0.266 0.268 0.270 0.272 0.274 0.276 0.278 0.280 0.282 0.284 0.286 0.288 0.290 0.292 0.294 0.296 0.298 0.300 0.302 0.304 0.306 0.308 0.310 0.312 0.314 0.316 0.318 0.320 0.322 0.324 0.326 0.328 0.330 0.332 0.334 0.336 0.338 0.340 0.342 0.344 0.346 0.348 0.350 0.352 0.354 0.356 0.358 0.360 0.362 0.364 0.366 0.368 0.370 0.372 0.374 0.376 0.378 0.380 0.382 0.384 0.386 0.388 0.390 0.392 0.394 0.396 0.398 0.400 0.0 0.5 Density Parametric PDF y -2 -1 0 1 2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 -2.00 -1.98 -1.96 -1.94 -1.92 -1.90 -1.88 -1.86 -1.84 -1.82 -1.80 -1.78 -1.76 -1.74 -1.72 -1.70 -1.68 -1.66 -1.64 -1.62 -1.60 -1.58 -1.56 -1.54 -1.52 -1.50 -1.48 -1.46 -1.44 -1.42 -1.40 -1.38 -1.36 -1.34 -1.32 -1.30 -1.28 -1.26 -1.24 -1.22 -1.20 -1.18 -1.16 -1.14 -1.12 -1.10 -1.08 -1.06 -1.04 -1.02 -1.00 -0.98 -0.96 -0.94 -0.92 -0.90 -0.88 -0.86 -0.84 -0.82 -0.80 -0.78 -0.76 -0.74 -0.72 -0.70 -0.68 -0.66 -0.64 -0.62 -0.60 -0.58 -0.56 -0.54 -0.52 -0.50 -0.48 -0.46 -0.44 -0.42 -0.40 -0.38 -0.36 -0.34 -0.32 -0.30 -0.28 -0.26 -0.24 -0.22 -0.20 -0.18 -0.16 -0.14 -0.12 -0.10 -0.08 -0.06 -0.04 -0.02 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 -2 0 2 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 5 10 15 20 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9.0 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 10.0 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11.0 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12.0 12.1 12.2 12.3 12.4 12.5 12.6 12.7 12.8 12.9 13.0 13.1 13.2 13.3 13.4 13.5 13.6 13.7 13.8 13.9 14.0 14.1 14.2 14.3 14.4 14.5 14.6 14.7 14.8 14.9 15.0 15.1 15.2 15.3 15.4 15.5 15.6 15.7 15.8 15.9 16.0 16.1 16.2 16.3 16.4 16.5 16.6 16.7 16.8 16.9 17.0 17.1 17.2 17.3 17.4 17.5 17.6 17.7 17.8 17.9 18.0 18.1 18.2 18.3 18.4 18.5 18.6 18.7 18.8 18.9 19.0 19.1 19.2 19.3 19.4 19.5 19.6 19.7 19.8 19.9 20.0 0 20 x x 0 5 10 15 20 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9.0 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 10.0 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11.0 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12.0 12.1 12.2 12.3 12.4 12.5 12.6 12.7 12.8 12.9 13.0 13.1 13.2 13.3 13.4 13.5 13.6 13.7 13.8 13.9 14.0 14.1 14.2 14.3 14.4 14.5 14.6 14.7 14.8 14.9 15.0 15.1 15.2 15.3 15.4 15.5 15.6 15.7 15.8 15.9 16.0 16.1 16.2 16.3 16.4 16.5 16.6 16.7 16.8 16.9 17.0 17.1 17.2 17.3 17.4 17.5 17.6 17.7 17.8 17.9 18.0 18.1 18.2 18.3 18.4 18.5 18.6 18.7 18.8 18.9 19.0 19.1 19.2 19.3 19.4 19.5 19.6 19.7 19.8 19.9 20.0 0 20 cos sin f h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -2 -1 0 1 2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 -2.00 -1.98 -1.96 -1.94 -1.92 -1.90 -1.88 -1.86 -1.84 -1.82 -1.80 -1.78 -1.76 -1.74 -1.72 -1.70 -1.68 -1.66 -1.64 -1.62 -1.60 -1.58 -1.56 -1.54 -1.52 -1.50 -1.48 -1.46 -1.44 -1.42 -1.40 -1.38 -1.36 -1.34 -1.32 -1.30 -1.28 -1.26 -1.24 -1.22 -1.20 -1.18 -1.16 -1.14 -1.12 -1.10 -1.08 -1.06 -1.04 -1.02 -1.00 -0.98 -0.96 -0.94 -0.92 -0.90 -0.88 -0.86 -0.84 -0.82 -0.80 -0.78 -0.76 -0.74 -0.72 -0.70 -0.68 -0.66 -0.64 -0.62 -0.60 -0.58 -0.56 -0.54 -0.52 -0.50 -0.48 -0.46 -0.44 -0.42 -0.40 -0.38 -0.36 -0.34 -0.32 -0.30 -0.28 -0.26 -0.24 -0.22 -0.20 -0.18 -0.16 -0.14 -0.12 -0.10 -0.08 -0.06 -0.04 -0.02 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 -2 0 2 y

Geom.segment

using Gadfly, DataFrames, ColorSchemes
set_default_plot_size(21cm, 8cm)
n = 1000
x, y = cumsum(randn(n)), cumsum(randn(n))
D1 = DataFrame(x1=x[1:end-1], y1=y[1:end-1], x2=x[2:end], y2=y[2:end], colv=1:n-1)
palettef(c::Float64) = get(ColorSchemes.viridis, c)
a = range(0, stop=7π/4, length=8)+ 0.2*randn(8)
D2 = [DataFrame(x2=x, y2=x, x=x.+sin.(a)/r, y=x.+r*cos.(a),
        ls=rand(["A","A","B"], 8)) for (x,r) in zip([1,-1], [0.4,0.3])]

p1 = plot(D1, x=:x1, y=:y1, xend=:x2, yend=:y2,
     color=:colv, Geom.segment, Coord.cartesian(fixed=true),
     Scale.color_continuous(colormap=palettef, minvalue=0, maxvalue=1000)
)
p2 = plot(vcat(D2...), x=:x, y=:y, xend=:x2, yend=:y2,
     color=:x2, linestyle=:ls, Geom.point, Geom.segment,
     Scale.linestyle_discrete(levels=["A","B"]),
     Scale.color_discrete, Theme(key_position=:none, point_size=3.5pt))
hstack(p1, p2)
x -6 -4 -2 0 2 4 -6.0 -5.5 -5.0 -4.5 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 -6.00 -5.95 -5.90 -5.85 -5.80 -5.75 -5.70 -5.65 -5.60 -5.55 -5.50 -5.45 -5.40 -5.35 -5.30 -5.25 -5.20 -5.15 -5.10 -5.05 -5.00 -4.95 -4.90 -4.85 -4.80 -4.75 -4.70 -4.65 -4.60 -4.55 -4.50 -4.45 -4.40 -4.35 -4.30 -4.25 -4.20 -4.15 -4.10 -4.05 -4.00 -3.95 -3.90 -3.85 -3.80 -3.75 -3.70 -3.65 -3.60 -3.55 -3.50 -3.45 -3.40 -3.35 -3.30 -3.25 -3.20 -3.15 -3.10 -3.05 -3.00 -2.95 -2.90 -2.85 -2.80 -2.75 -2.70 -2.65 -2.60 -2.55 -2.50 -2.45 -2.40 -2.35 -2.30 -2.25 -2.20 -2.15 -2.10 -2.05 -2.00 -1.95 -1.90 -1.85 -1.80 -1.75 -1.70 -1.65 -1.60 -1.55 -1.50 -1.45 -1.40 -1.35 -1.30 -1.25 -1.20 -1.15 -1.10 -1.05 -1.00 -0.95 -0.90 -0.85 -0.80 -0.75 -0.70 -0.65 -0.60 -0.55 -0.50 -0.45 -0.40 -0.35 -0.30 -0.25 -0.20 -0.15 -0.10 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 -10 -5 0 5 -2.9237808133039582-0.755005212714342 -4.288049480013637-0.9507179749040826 -3.578620332787366-1.1901073621736364 -0.6476361092793925-1.2983191269043632 1.2367785697964169-1.2224280899539577 2.2905305831158076-0.9520780979009149 1.3238250578937976-0.7849216874892553 -0.909467198133535-0.7001106689535816 -0.442835609977968671.3266597163808775 -1.46603711001022761.0657093667945565 -0.93396524959052420.7465235171018181 1.26427291804045550.6022411641275158 2.67758392734731250.703429213394723 3.46789793733685551.0638958694654468 2.7428687934203481.2867710833476598 1.06789960139984871.3998524413952245 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -2 -1 0 1 2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 -2.00 -1.98 -1.96 -1.94 -1.92 -1.90 -1.88 -1.86 -1.84 -1.82 -1.80 -1.78 -1.76 -1.74 -1.72 -1.70 -1.68 -1.66 -1.64 -1.62 -1.60 -1.58 -1.56 -1.54 -1.52 -1.50 -1.48 -1.46 -1.44 -1.42 -1.40 -1.38 -1.36 -1.34 -1.32 -1.30 -1.28 -1.26 -1.24 -1.22 -1.20 -1.18 -1.16 -1.14 -1.12 -1.10 -1.08 -1.06 -1.04 -1.02 -1.00 -0.98 -0.96 -0.94 -0.92 -0.90 -0.88 -0.86 -0.84 -0.82 -0.80 -0.78 -0.76 -0.74 -0.72 -0.70 -0.68 -0.66 -0.64 -0.62 -0.60 -0.58 -0.56 -0.54 -0.52 -0.50 -0.48 -0.46 -0.44 -0.42 -0.40 -0.38 -0.36 -0.34 -0.32 -0.30 -0.28 -0.26 -0.24 -0.22 -0.20 -0.18 -0.16 -0.14 -0.12 -0.10 -0.08 -0.06 -0.04 -0.02 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 -2 0 2 y x1 -50 0 50 100 -50 -45 -40 -35 -30 -25 -20 -15 -10 -5 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 -50.0 -49.5 -49.0 -48.5 -48.0 -47.5 -47.0 -46.5 -46.0 -45.5 -45.0 -44.5 -44.0 -43.5 -43.0 -42.5 -42.0 -41.5 -41.0 -40.5 -40.0 -39.5 -39.0 -38.5 -38.0 -37.5 -37.0 -36.5 -36.0 -35.5 -35.0 -34.5 -34.0 -33.5 -33.0 -32.5 -32.0 -31.5 -31.0 -30.5 -30.0 -29.5 -29.0 -28.5 -28.0 -27.5 -27.0 -26.5 -26.0 -25.5 -25.0 -24.5 -24.0 -23.5 -23.0 -22.5 -22.0 -21.5 -21.0 -20.5 -20.0 -19.5 -19.0 -18.5 -18.0 -17.5 -17.0 -16.5 -16.0 -15.5 -15.0 -14.5 -14.0 -13.5 -13.0 -12.5 -12.0 -11.5 -11.0 -10.5 -10.0 -9.5 -9.0 -8.5 -8.0 -7.5 -7.0 -6.5 -6.0 -5.5 -5.0 -4.5 -4.0 -3.5 -3.0 -2.5 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 -100 0 100 1000 500 0 colv h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -40 -30 -20 -10 0 10 -40 -38 -36 -34 -32 -30 -28 -26 -24 -22 -20 -18 -16 -14 -12 -10 -8 -6 -4 -2 0 2 4 6 8 10 -40.0 -39.8 -39.6 -39.4 -39.2 -39.0 -38.8 -38.6 -38.4 -38.2 -38.0 -37.8 -37.6 -37.4 -37.2 -37.0 -36.8 -36.6 -36.4 -36.2 -36.0 -35.8 -35.6 -35.4 -35.2 -35.0 -34.8 -34.6 -34.4 -34.2 -34.0 -33.8 -33.6 -33.4 -33.2 -33.0 -32.8 -32.6 -32.4 -32.2 -32.0 -31.8 -31.6 -31.4 -31.2 -31.0 -30.8 -30.6 -30.4 -30.2 -30.0 -29.8 -29.6 -29.4 -29.2 -29.0 -28.8 -28.6 -28.4 -28.2 -28.0 -27.8 -27.6 -27.4 -27.2 -27.0 -26.8 -26.6 -26.4 -26.2 -26.0 -25.8 -25.6 -25.4 -25.2 -25.0 -24.8 -24.6 -24.4 -24.2 -24.0 -23.8 -23.6 -23.4 -23.2 -23.0 -22.8 -22.6 -22.4 -22.2 -22.0 -21.8 -21.6 -21.4 -21.2 -21.0 -20.8 -20.6 -20.4 -20.2 -20.0 -19.8 -19.6 -19.4 -19.2 -19.0 -18.8 -18.6 -18.4 -18.2 -18.0 -17.8 -17.6 -17.4 -17.2 -17.0 -16.8 -16.6 -16.4 -16.2 -16.0 -15.8 -15.6 -15.4 -15.2 -15.0 -14.8 -14.6 -14.4 -14.2 -14.0 -13.8 -13.6 -13.4 -13.2 -13.0 -12.8 -12.6 -12.4 -12.2 -12.0 -11.8 -11.6 -11.4 -11.2 -11.0 -10.8 -10.6 -10.4 -10.2 -10.0 -9.8 -9.6 -9.4 -9.2 -9.0 -8.8 -8.6 -8.4 -8.2 -8.0 -7.8 -7.6 -7.4 -7.2 -7.0 -6.8 -6.6 -6.4 -6.2 -6.0 -5.8 -5.6 -5.4 -5.2 -5.0 -4.8 -4.6 -4.4 -4.2 -4.0 -3.8 -3.6 -3.4 -3.2 -3.0 -2.8 -2.6 -2.4 -2.2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 8.2 8.4 8.6 8.8 9.0 9.2 9.4 9.6 9.8 10.0 -40 -20 0 20 y1

Geom.smooth

using Gadfly, RDatasets
set_default_plot_size(21cm, 8cm)
x_data = 0.0:0.1:2.0
y_data = x_data.^2 + rand(length(x_data))
p1 = plot(x=x_data, y=y_data, Geom.point, Geom.smooth(method=:loess,smoothing=0.9))
p2 = plot(x=x_data, y=y_data, Geom.point, Geom.smooth(method=:loess,smoothing=0.2))
hstack(p1,p2)
x 0.0 0.5 1.0 1.5 2.0 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09 0.10 0.11 0.12 0.13 0.14 0.15 0.16 0.17 0.18 0.19 0.20 0.21 0.22 0.23 0.24 0.25 0.26 0.27 0.28 0.29 0.30 0.31 0.32 0.33 0.34 0.35 0.36 0.37 0.38 0.39 0.40 0.41 0.42 0.43 0.44 0.45 0.46 0.47 0.48 0.49 0.50 0.51 0.52 0.53 0.54 0.55 0.56 0.57 0.58 0.59 0.60 0.61 0.62 0.63 0.64 0.65 0.66 0.67 0.68 0.69 0.70 0.71 0.72 0.73 0.74 0.75 0.76 0.77 0.78 0.79 0.80 0.81 0.82 0.83 0.84 0.85 0.86 0.87 0.88 0.89 0.90 0.91 0.92 0.93 0.94 0.95 0.96 0.97 0.98 0.99 1.00 1.01 1.02 1.03 1.04 1.05 1.06 1.07 1.08 1.09 1.10 1.11 1.12 1.13 1.14 1.15 1.16 1.17 1.18 1.19 1.20 1.21 1.22 1.23 1.24 1.25 1.26 1.27 1.28 1.29 1.30 1.31 1.32 1.33 1.34 1.35 1.36 1.37 1.38 1.39 1.40 1.41 1.42 1.43 1.44 1.45 1.46 1.47 1.48 1.49 1.50 1.51 1.52 1.53 1.54 1.55 1.56 1.57 1.58 1.59 1.60 1.61 1.62 1.63 1.64 1.65 1.66 1.67 1.68 1.69 1.70 1.71 1.72 1.73 1.74 1.75 1.76 1.77 1.78 1.79 1.80 1.81 1.82 1.83 1.84 1.85 1.86 1.87 1.88 1.89 1.90 1.91 1.92 1.93 1.94 1.95 1.96 1.97 1.98 1.99 2.00 0 2 2.04.251525681745181 1.93.988794381394381 1.83.6804929878566197 1.73.6526701404262605 1.63.3237386764121446 1.52.819896811941969 1.41.964313022551003 1.31.8123491212849605 1.21.5527385905213618 1.11.2257711833500695 1.01.2621781878838503 0.91.1625343453886026 0.81.5969581408907456 0.71.160269079389646 0.60.9832009069779083 0.50.2917630806337793 0.41.0410376907720758 0.30.5057976113752234 0.20.9603705079573339 0.10.8805506873636589 0.00.5670949795049859 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 1 2 3 4 5 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 0 5 y x 0.0 0.5 1.0 1.5 2.0 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09 0.10 0.11 0.12 0.13 0.14 0.15 0.16 0.17 0.18 0.19 0.20 0.21 0.22 0.23 0.24 0.25 0.26 0.27 0.28 0.29 0.30 0.31 0.32 0.33 0.34 0.35 0.36 0.37 0.38 0.39 0.40 0.41 0.42 0.43 0.44 0.45 0.46 0.47 0.48 0.49 0.50 0.51 0.52 0.53 0.54 0.55 0.56 0.57 0.58 0.59 0.60 0.61 0.62 0.63 0.64 0.65 0.66 0.67 0.68 0.69 0.70 0.71 0.72 0.73 0.74 0.75 0.76 0.77 0.78 0.79 0.80 0.81 0.82 0.83 0.84 0.85 0.86 0.87 0.88 0.89 0.90 0.91 0.92 0.93 0.94 0.95 0.96 0.97 0.98 0.99 1.00 1.01 1.02 1.03 1.04 1.05 1.06 1.07 1.08 1.09 1.10 1.11 1.12 1.13 1.14 1.15 1.16 1.17 1.18 1.19 1.20 1.21 1.22 1.23 1.24 1.25 1.26 1.27 1.28 1.29 1.30 1.31 1.32 1.33 1.34 1.35 1.36 1.37 1.38 1.39 1.40 1.41 1.42 1.43 1.44 1.45 1.46 1.47 1.48 1.49 1.50 1.51 1.52 1.53 1.54 1.55 1.56 1.57 1.58 1.59 1.60 1.61 1.62 1.63 1.64 1.65 1.66 1.67 1.68 1.69 1.70 1.71 1.72 1.73 1.74 1.75 1.76 1.77 1.78 1.79 1.80 1.81 1.82 1.83 1.84 1.85 1.86 1.87 1.88 1.89 1.90 1.91 1.92 1.93 1.94 1.95 1.96 1.97 1.98 1.99 2.00 0 2 2.04.251525681745181 1.93.988794381394381 1.83.6804929878566197 1.73.6526701404262605 1.63.3237386764121446 1.52.819896811941969 1.41.964313022551003 1.31.8123491212849605 1.21.5527385905213618 1.11.2257711833500695 1.01.2621781878838503 0.91.1625343453886026 0.81.5969581408907456 0.71.160269079389646 0.60.9832009069779083 0.50.2917630806337793 0.41.0410376907720758 0.30.5057976113752234 0.20.9603705079573339 0.10.8805506873636589 0.00.5670949795049859 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 1 2 3 4 5 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 2.8 3.0 3.2 3.4 3.6 3.8 4.0 4.2 4.4 4.6 4.8 5.0 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 2.02 2.04 2.06 2.08 2.10 2.12 2.14 2.16 2.18 2.20 2.22 2.24 2.26 2.28 2.30 2.32 2.34 2.36 2.38 2.40 2.42 2.44 2.46 2.48 2.50 2.52 2.54 2.56 2.58 2.60 2.62 2.64 2.66 2.68 2.70 2.72 2.74 2.76 2.78 2.80 2.82 2.84 2.86 2.88 2.90 2.92 2.94 2.96 2.98 3.00 3.02 3.04 3.06 3.08 3.10 3.12 3.14 3.16 3.18 3.20 3.22 3.24 3.26 3.28 3.30 3.32 3.34 3.36 3.38 3.40 3.42 3.44 3.46 3.48 3.50 3.52 3.54 3.56 3.58 3.60 3.62 3.64 3.66 3.68 3.70 3.72 3.74 3.76 3.78 3.80 3.82 3.84 3.86 3.88 3.90 3.92 3.94 3.96 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 0 5 y

Geom.step

using Gadfly, Random
set_default_plot_size(14cm, 8cm)
Random.seed!(1234)
plot(x=rand(25), y=rand(25), Geom.step)
x 0.0 0.5 1.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 0.000 0.005 0.010 0.015 0.020 0.025 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.085 0.090 0.095 0.100 0.105 0.110 0.115 0.120 0.125 0.130 0.135 0.140 0.145 0.150 0.155 0.160 0.165 0.170 0.175 0.180 0.185 0.190 0.195 0.200 0.205 0.210 0.215 0.220 0.225 0.230 0.235 0.240 0.245 0.250 0.255 0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400 0.405 0.410 0.415 0.420 0.425 0.430 0.435 0.440 0.445 0.450 0.455 0.460 0.465 0.470 0.475 0.480 0.485 0.490 0.495 0.500 0.505 0.510 0.515 0.520 0.525 0.530 0.535 0.540 0.545 0.550 0.555 0.560 0.565 0.570 0.575 0.580 0.585 0.590 0.595 0.600 0.605 0.610 0.615 0.620 0.625 0.630 0.635 0.640 0.645 0.650 0.655 0.660 0.665 0.670 0.675 0.680 0.685 0.690 0.695 0.700 0.705 0.710 0.715 0.720 0.725 0.730 0.735 0.740 0.745 0.750 0.755 0.760 0.765 0.770 0.775 0.780 0.785 0.790 0.795 0.800 0.805 0.810 0.815 0.820 0.825 0.830 0.835 0.840 0.845 0.850 0.855 0.860 0.865 0.870 0.875 0.880 0.885 0.890 0.895 0.900 0.905 0.910 0.915 0.920 0.925 0.930 0.935 0.940 0.945 0.950 0.955 0.960 0.965 0.970 0.975 0.980 0.985 0.990 0.995 1.000 0 1 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0.0 0.5 1.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 0.000 0.005 0.010 0.015 0.020 0.025 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.085 0.090 0.095 0.100 0.105 0.110 0.115 0.120 0.125 0.130 0.135 0.140 0.145 0.150 0.155 0.160 0.165 0.170 0.175 0.180 0.185 0.190 0.195 0.200 0.205 0.210 0.215 0.220 0.225 0.230 0.235 0.240 0.245 0.250 0.255 0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400 0.405 0.410 0.415 0.420 0.425 0.430 0.435 0.440 0.445 0.450 0.455 0.460 0.465 0.470 0.475 0.480 0.485 0.490 0.495 0.500 0.505 0.510 0.515 0.520 0.525 0.530 0.535 0.540 0.545 0.550 0.555 0.560 0.565 0.570 0.575 0.580 0.585 0.590 0.595 0.600 0.605 0.610 0.615 0.620 0.625 0.630 0.635 0.640 0.645 0.650 0.655 0.660 0.665 0.670 0.675 0.680 0.685 0.690 0.695 0.700 0.705 0.710 0.715 0.720 0.725 0.730 0.735 0.740 0.745 0.750 0.755 0.760 0.765 0.770 0.775 0.780 0.785 0.790 0.795 0.800 0.805 0.810 0.815 0.820 0.825 0.830 0.835 0.840 0.845 0.850 0.855 0.860 0.865 0.870 0.875 0.880 0.885 0.890 0.895 0.900 0.905 0.910 0.915 0.920 0.925 0.930 0.935 0.940 0.945 0.950 0.955 0.960 0.965 0.970 0.975 0.980 0.985 0.990 0.995 1.000 0 1 y
using Gadfly, RDatasets
set_default_plot_size(21cm, 8cm)
plot(dataset("datasets", "OrchardSprays"),
     xgroup="Treatment", x="ColPos", y="RowPos", color="Decrease",
     Geom.subplot_grid(Geom.point))
ColPos by Treatment 150 1 50 100 Decrease A C F G H B E D 0 2 4 6 8 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 0 10 0 2 4 6 8 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 0 10 0 2 4 6 8 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 0 10 0 2 4 6 8 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 0 10 0 2 4 6 8 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 0 10 0 2 4 6 8 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 0 10 0 2 4 6 8 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 0 10 0 2 4 6 8 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 0 10 8,7 7,5 6,1 5,4 4,2 3,3 2,6 1,8 8,8 7,3 6,2 5,5 4,4 3,6 2,1 1,7 8,2 7,4 6,3 5,8 4,5 3,1 2,7 1,6 8,1 7,2 6,4 5,3 4,6 3,7 2,8 1,5 8,5 7,6 6,8 5,7 4,1 3,2 2,3 1,4 8,4 7,1 6,5 5,6 4,7 3,8 2,2 1,3 8,6 7,8 6,7 5,1 4,3 3,4 2,5 1,2 8,3 7,7 6,6 5,2 4,8 3,5 2,4 1,1 0 2 4 6 8 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 0 10 RowPos
using Gadfly, RDatasets
set_default_plot_size(14cm, 25cm)
plot(dataset("vcd", "Suicide"), xgroup="Sex", ygroup="Method", x="Age", y="Freq",
     Geom.subplot_grid(Geom.bar))
Age by Sex female male 0 50 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 0 50 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 0 500 1000 1500 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 850 900 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 805 810 815 820 825 830 835 840 845 850 855 860 865 870 875 880 885 890 895 900 905 910 915 920 925 930 935 940 945 950 955 960 965 970 975 980 985 990 995 1000 1005 1010 1015 1020 1025 1030 1035 1040 1045 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 1110 1115 1120 1125 1130 1135 1140 1145 1150 1155 1160 1165 1170 1175 1180 1185 1190 1195 1200 1205 1210 1215 1220 1225 1230 1235 1240 1245 1250 1255 1260 1265 1270 1275 1280 1285 1290 1295 1300 1305 1310 1315 1320 1325 1330 1335 1340 1345 1350 1355 1360 1365 1370 1375 1380 1385 1390 1395 1400 1405 1410 1415 1420 1425 1430 1435 1440 1445 1450 1455 1460 1465 1470 1475 1480 1485 1490 1495 1500 0 2000 other 0 500 1000 1500 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 850 900 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 805 810 815 820 825 830 835 840 845 850 855 860 865 870 875 880 885 890 895 900 905 910 915 920 925 930 935 940 945 950 955 960 965 970 975 980 985 990 995 1000 1005 1010 1015 1020 1025 1030 1035 1040 1045 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 1110 1115 1120 1125 1130 1135 1140 1145 1150 1155 1160 1165 1170 1175 1180 1185 1190 1195 1200 1205 1210 1215 1220 1225 1230 1235 1240 1245 1250 1255 1260 1265 1270 1275 1280 1285 1290 1295 1300 1305 1310 1315 1320 1325 1330 1335 1340 1345 1350 1355 1360 1365 1370 1375 1380 1385 1390 1395 1400 1405 1410 1415 1420 1425 1430 1435 1440 1445 1450 1455 1460 1465 1470 1475 1480 1485 1490 1495 1500 0 2000 jump 0 500 1000 1500 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 850 900 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 805 810 815 820 825 830 835 840 845 850 855 860 865 870 875 880 885 890 895 900 905 910 915 920 925 930 935 940 945 950 955 960 965 970 975 980 985 990 995 1000 1005 1010 1015 1020 1025 1030 1035 1040 1045 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 1110 1115 1120 1125 1130 1135 1140 1145 1150 1155 1160 1165 1170 1175 1180 1185 1190 1195 1200 1205 1210 1215 1220 1225 1230 1235 1240 1245 1250 1255 1260 1265 1270 1275 1280 1285 1290 1295 1300 1305 1310 1315 1320 1325 1330 1335 1340 1345 1350 1355 1360 1365 1370 1375 1380 1385 1390 1395 1400 1405 1410 1415 1420 1425 1430 1435 1440 1445 1450 1455 1460 1465 1470 1475 1480 1485 1490 1495 1500 0 2000 knife 0 500 1000 1500 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 850 900 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 805 810 815 820 825 830 835 840 845 850 855 860 865 870 875 880 885 890 895 900 905 910 915 920 925 930 935 940 945 950 955 960 965 970 975 980 985 990 995 1000 1005 1010 1015 1020 1025 1030 1035 1040 1045 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 1110 1115 1120 1125 1130 1135 1140 1145 1150 1155 1160 1165 1170 1175 1180 1185 1190 1195 1200 1205 1210 1215 1220 1225 1230 1235 1240 1245 1250 1255 1260 1265 1270 1275 1280 1285 1290 1295 1300 1305 1310 1315 1320 1325 1330 1335 1340 1345 1350 1355 1360 1365 1370 1375 1380 1385 1390 1395 1400 1405 1410 1415 1420 1425 1430 1435 1440 1445 1450 1455 1460 1465 1470 1475 1480 1485 1490 1495 1500 0 2000 gun 0 500 1000 1500 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 850 900 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 805 810 815 820 825 830 835 840 845 850 855 860 865 870 875 880 885 890 895 900 905 910 915 920 925 930 935 940 945 950 955 960 965 970 975 980 985 990 995 1000 1005 1010 1015 1020 1025 1030 1035 1040 1045 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 1110 1115 1120 1125 1130 1135 1140 1145 1150 1155 1160 1165 1170 1175 1180 1185 1190 1195 1200 1205 1210 1215 1220 1225 1230 1235 1240 1245 1250 1255 1260 1265 1270 1275 1280 1285 1290 1295 1300 1305 1310 1315 1320 1325 1330 1335 1340 1345 1350 1355 1360 1365 1370 1375 1380 1385 1390 1395 1400 1405 1410 1415 1420 1425 1430 1435 1440 1445 1450 1455 1460 1465 1470 1475 1480 1485 1490 1495 1500 0 2000 drown 0 500 1000 1500 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 850 900 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 805 810 815 820 825 830 835 840 845 850 855 860 865 870 875 880 885 890 895 900 905 910 915 920 925 930 935 940 945 950 955 960 965 970 975 980 985 990 995 1000 1005 1010 1015 1020 1025 1030 1035 1040 1045 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 1110 1115 1120 1125 1130 1135 1140 1145 1150 1155 1160 1165 1170 1175 1180 1185 1190 1195 1200 1205 1210 1215 1220 1225 1230 1235 1240 1245 1250 1255 1260 1265 1270 1275 1280 1285 1290 1295 1300 1305 1310 1315 1320 1325 1330 1335 1340 1345 1350 1355 1360 1365 1370 1375 1380 1385 1390 1395 1400 1405 1410 1415 1420 1425 1430 1435 1440 1445 1450 1455 1460 1465 1470 1475 1480 1485 1490 1495 1500 0 2000 hang 0 500 1000 1500 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 850 900 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 805 810 815 820 825 830 835 840 845 850 855 860 865 870 875 880 885 890 895 900 905 910 915 920 925 930 935 940 945 950 955 960 965 970 975 980 985 990 995 1000 1005 1010 1015 1020 1025 1030 1035 1040 1045 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 1110 1115 1120 1125 1130 1135 1140 1145 1150 1155 1160 1165 1170 1175 1180 1185 1190 1195 1200 1205 1210 1215 1220 1225 1230 1235 1240 1245 1250 1255 1260 1265 1270 1275 1280 1285 1290 1295 1300 1305 1310 1315 1320 1325 1330 1335 1340 1345 1350 1355 1360 1365 1370 1375 1380 1385 1390 1395 1400 1405 1410 1415 1420 1425 1430 1435 1440 1445 1450 1455 1460 1465 1470 1475 1480 1485 1490 1495 1500 0 2000 toxicgas 0 500 1000 1500 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 850 900 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 805 810 815 820 825 830 835 840 845 850 855 860 865 870 875 880 885 890 895 900 905 910 915 920 925 930 935 940 945 950 955 960 965 970 975 980 985 990 995 1000 1005 1010 1015 1020 1025 1030 1035 1040 1045 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 1110 1115 1120 1125 1130 1135 1140 1145 1150 1155 1160 1165 1170 1175 1180 1185 1190 1195 1200 1205 1210 1215 1220 1225 1230 1235 1240 1245 1250 1255 1260 1265 1270 1275 1280 1285 1290 1295 1300 1305 1310 1315 1320 1325 1330 1335 1340 1345 1350 1355 1360 1365 1370 1375 1380 1385 1390 1395 1400 1405 1410 1415 1420 1425 1430 1435 1440 1445 1450 1455 1460 1465 1470 1475 1480 1485 1490 1495 1500 0 2000 cookgas 0 500 1000 1500 0 50 100 150 200 250 300 350 400 450 500 550 600 650 700 750 800 850 900 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250 255 260 265 270 275 280 285 290 295 300 305 310 315 320 325 330 335 340 345 350 355 360 365 370 375 380 385 390 395 400 405 410 415 420 425 430 435 440 445 450 455 460 465 470 475 480 485 490 495 500 505 510 515 520 525 530 535 540 545 550 555 560 565 570 575 580 585 590 595 600 605 610 615 620 625 630 635 640 645 650 655 660 665 670 675 680 685 690 695 700 705 710 715 720 725 730 735 740 745 750 755 760 765 770 775 780 785 790 795 800 805 810 815 820 825 830 835 840 845 850 855 860 865 870 875 880 885 890 895 900 905 910 915 920 925 930 935 940 945 950 955 960 965 970 975 980 985 990 995 1000 1005 1010 1015 1020 1025 1030 1035 1040 1045 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 1110 1115 1120 1125 1130 1135 1140 1145 1150 1155 1160 1165 1170 1175 1180 1185 1190 1195 1200 1205 1210 1215 1220 1225 1230 1235 1240 1245 1250 1255 1260 1265 1270 1275 1280 1285 1290 1295 1300 1305 1310 1315 1320 1325 1330 1335 1340 1345 1350 1355 1360 1365 1370 1375 1380 1385 1390 1395 1400 1405 1410 1415 1420 1425 1430 1435 1440 1445 1450 1455 1460 1465 1470 1475 1480 1485 1490 1495 1500 0 2000 poison Freq by Method
using Gadfly, RDatasets, DataFrames
set_default_plot_size(14cm, 8cm)
iris = dataset("datasets", "iris")
sp = unique(iris.Species)
Dhl = DataFrame(yint=[3.0, 4.0, 2.5, 3.5, 2.5, 4.0], Species=repeat(sp, inner=[2]) )
# Try this one too:
# Dhl = DataFrame(yint=[3.0, 4.0, 2.5, 3.5], Species=repeat(sp[1:2], inner=[2]) )
plot(iris, xgroup=:Species, x=:SepalLength, y=:SepalWidth,
    Geom.subplot_grid(layer(Geom.point),
                      layer(Dhl, xgroup=:Species, yintercept=:yint,
                            Geom.hline(color="red", style=:dot))))
SepalLength by Species virginica versicolor setosa 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 SepalWidth
using Gadfly, RDatasets, DataFrames
set_default_plot_size(14cm, 8cm)
iris = dataset("datasets", "iris")
sp = unique(iris.Species)
Dhl = DataFrame(yint=[3.0, 4.0, 2.5, 3.5, 2.5, 4.0], Species=repeat(sp, inner=[2]) )
plot(iris, xgroup=:Species,
     Geom.subplot_grid(layer(x=:SepalLength, y=:SepalWidth, Geom.point),
                       layer(Dhl, xgroup=:Species, yintercept=:yint,
                             Geom.hline(color="red", style=:dot))),
     Guide.xlabel("Xlabel"), Guide.ylabel("Ylabel"))
Xlabel virginica versicolor setosa 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 4 5 6 7 8 4.0 4.2 4.4 4.6 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 6.4 6.6 6.8 7.0 7.2 7.4 7.6 7.8 8.0 3.98 4.00 4.02 4.04 4.06 4.08 4.10 4.12 4.14 4.16 4.18 4.20 4.22 4.24 4.26 4.28 4.30 4.32 4.34 4.36 4.38 4.40 4.42 4.44 4.46 4.48 4.50 4.52 4.54 4.56 4.58 4.60 4.62 4.64 4.66 4.68 4.70 4.72 4.74 4.76 4.78 4.80 4.82 4.84 4.86 4.88 4.90 4.92 4.94 4.96 4.98 5.00 5.02 5.04 5.06 5.08 5.10 5.12 5.14 5.16 5.18 5.20 5.22 5.24 5.26 5.28 5.30 5.32 5.34 5.36 5.38 5.40 5.42 5.44 5.46 5.48 5.50 5.52 5.54 5.56 5.58 5.60 5.62 5.64 5.66 5.68 5.70 5.72 5.74 5.76 5.78 5.80 5.82 5.84 5.86 5.88 5.90 5.92 5.94 5.96 5.98 6.00 6.02 6.04 6.06 6.08 6.10 6.12 6.14 6.16 6.18 6.20 6.22 6.24 6.26 6.28 6.30 6.32 6.34 6.36 6.38 6.40 6.42 6.44 6.46 6.48 6.50 6.52 6.54 6.56 6.58 6.60 6.62 6.64 6.66 6.68 6.70 6.72 6.74 6.76 6.78 6.80 6.82 6.84 6.86 6.88 6.90 6.92 6.94 6.96 6.98 7.00 7.02 7.04 7.06 7.08 7.10 7.12 7.14 7.16 7.18 7.20 7.22 7.24 7.26 7.28 7.30 7.32 7.34 7.36 7.38 7.40 7.42 7.44 7.46 7.48 7.50 7.52 7.54 7.56 7.58 7.60 7.62 7.64 7.66 7.68 7.70 7.72 7.74 7.76 7.78 7.80 7.82 7.84 7.86 7.88 7.90 7.92 7.94 7.96 7.98 8.00 4 6 8 5.9,3.0 6.2,3.4 6.5,3.0 6.3,2.5 6.7,3.0 6.7,3.3 6.8,3.2 5.8,2.7 6.9,3.1 6.7,3.1 6.9,3.1 6.0,3.0 6.4,3.1 6.3,3.4 7.7,3.0 6.1,2.6 6.3,2.8 6.4,2.8 7.9,3.8 7.4,2.8 7.2,3.0 6.4,2.8 6.1,3.0 6.2,2.8 7.2,3.2 6.7,3.3 6.3,2.7 7.7,2.8 5.6,2.8 6.9,3.2 6.0,2.2 7.7,2.6 7.7,3.8 6.5,3.0 6.4,3.2 5.8,2.8 5.7,2.5 6.8,3.0 6.4,2.7 6.5,3.2 7.2,3.6 6.7,2.5 7.3,2.9 4.9,2.5 7.6,3.0 6.5,3.0 6.3,2.9 7.1,3.0 5.8,2.7 6.3,3.3 5.7,2.8 5.1,2.5 6.2,2.9 5.7,2.9 5.7,3.0 5.6,2.7 5.0,2.3 5.8,2.6 6.1,3.0 5.5,2.6 5.5,2.5 5.6,3.0 6.3,2.3 6.7,3.1 6.0,3.4 5.4,3.0 6.0,2.7 5.8,2.7 5.5,2.4 5.5,2.4 5.7,2.6 6.0,2.9 6.7,3.0 6.8,2.8 6.6,3.0 6.4,2.9 6.1,2.8 6.3,2.5 6.1,2.8 5.9,3.2 5.6,2.5 6.2,2.2 5.8,2.7 5.6,3.0 6.7,3.1 5.6,2.9 6.1,2.9 6.0,2.2 5.9,3.0 5.0,2.0 5.2,2.7 6.6,2.9 4.9,2.4 6.3,3.3 5.7,2.8 6.5,2.8 5.5,2.3 6.9,3.1 6.4,3.2 7.0,3.2 5.0,3.3 5.3,3.7 4.6,3.2 5.1,3.8 4.8,3.0 5.1,3.8 5.0,3.5 4.4,3.2 4.5,2.3 5.0,3.5 5.1,3.4 4.4,3.0 4.9,3.6 5.5,3.5 5.0,3.2 4.9,3.1 5.5,4.2 5.2,4.1 5.4,3.4 4.8,3.1 4.7,3.2 5.2,3.4 5.2,3.5 5.0,3.4 5.0,3.0 4.8,3.4 5.1,3.3 4.6,3.6 5.1,3.7 5.4,3.4 5.1,3.8 5.7,3.8 5.1,3.5 5.4,3.9 5.7,4.4 5.8,4.0 4.3,3.0 4.8,3.0 4.8,3.4 5.4,3.7 4.9,3.1 4.4,2.9 5.0,3.4 4.6,3.4 5.4,3.9 5.0,3.6 4.6,3.1 4.7,3.2 4.9,3.0 5.1,3.5 2.0 2.5 3.0 3.5 4.0 4.5 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 1.99 2.00 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15 2.16 2.17 2.18 2.19 2.20 2.21 2.22 2.23 2.24 2.25 2.26 2.27 2.28 2.29 2.30 2.31 2.32 2.33 2.34 2.35 2.36 2.37 2.38 2.39 2.40 2.41 2.42 2.43 2.44 2.45 2.46 2.47 2.48 2.49 2.50 2.51 2.52 2.53 2.54 2.55 2.56 2.57 2.58 2.59 2.60 2.61 2.62 2.63 2.64 2.65 2.66 2.67 2.68 2.69 2.70 2.71 2.72 2.73 2.74 2.75 2.76 2.77 2.78 2.79 2.80 2.81 2.82 2.83 2.84 2.85 2.86 2.87 2.88 2.89 2.90 2.91 2.92 2.93 2.94 2.95 2.96 2.97 2.98 2.99 3.00 3.01 3.02 3.03 3.04 3.05 3.06 3.07 3.08 3.09 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 3.20 3.21 3.22 3.23 3.24 3.25 3.26 3.27 3.28 3.29 3.30 3.31 3.32 3.33 3.34 3.35 3.36 3.37 3.38 3.39 3.40 3.41 3.42 3.43 3.44 3.45 3.46 3.47 3.48 3.49 3.50 3.51 3.52 3.53 3.54 3.55 3.56 3.57 3.58 3.59 3.60 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.70 3.71 3.72 3.73 3.74 3.75 3.76 3.77 3.78 3.79 3.80 3.81 3.82 3.83 3.84 3.85 3.86 3.87 3.88 3.89 3.90 3.91 3.92 3.93 3.94 3.95 3.96 3.97 3.98 3.99 4.00 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11 4.12 4.13 4.14 4.15 4.16 4.17 4.18 4.19 4.20 4.21 4.22 4.23 4.24 4.25 4.26 4.27 4.28 4.29 4.30 4.31 4.32 4.33 4.34 4.35 4.36 4.37 4.38 4.39 4.40 4.41 4.42 4.43 4.44 4.45 4.46 4.47 4.48 4.49 4.50 2 3 4 5 Ylabel
using Gadfly, RDatasets, DataFrames
set_default_plot_size(14cm, 12cm)
widedf = DataFrame(x = 1:10, var1 = 1:10, var2 = (1:10).^2)
longdf = stack(widedf, [:var1, :var2])
p1 = plot(longdf, ygroup="variable", x="x", y="value", Geom.subplot_grid(Geom.point))
p2 = plot(longdf, ygroup="variable", x="x", y="value", Geom.subplot_grid(Geom.point,
          free_y_axis=true))
hstack(p1,p2)
x 0.0 2.5 5.0 7.5 10.0 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 10,100 9,81 8,64 7,49 6,36 5,25 4,16 3,9 2,4 1,1 0 50 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 var2 10,10 9,9 8,8 7,7 6,6 5,5 4,4 3,3 2,2 1,1 0.0 2.5 5.0 7.5 10.0 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 var1 value by variable x 0.0 2.5 5.0 7.5 10.0 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 1.25 1.30 1.35 1.40 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 2.10 2.15 2.20 2.25 2.30 2.35 2.40 2.45 2.50 2.55 2.60 2.65 2.70 2.75 2.80 2.85 2.90 2.95 3.00 3.05 3.10 3.15 3.20 3.25 3.30 3.35 3.40 3.45 3.50 3.55 3.60 3.65 3.70 3.75 3.80 3.85 3.90 3.95 4.00 4.05 4.10 4.15 4.20 4.25 4.30 4.35 4.40 4.45 4.50 4.55 4.60 4.65 4.70 4.75 4.80 4.85 4.90 4.95 5.00 5.05 5.10 5.15 5.20 5.25 5.30 5.35 5.40 5.45 5.50 5.55 5.60 5.65 5.70 5.75 5.80 5.85 5.90 5.95 6.00 6.05 6.10 6.15 6.20 6.25 6.30 6.35 6.40 6.45 6.50 6.55 6.60 6.65 6.70 6.75 6.80 6.85 6.90 6.95 7.00 7.05 7.10 7.15 7.20 7.25 7.30 7.35 7.40 7.45 7.50 7.55 7.60 7.65 7.70 7.75 7.80 7.85 7.90 7.95 8.00 8.05 8.10 8.15 8.20 8.25 8.30 8.35 8.40 8.45 8.50 8.55 8.60 8.65 8.70 8.75 8.80 8.85 8.90 8.95 9.00 9.05 9.10 9.15 9.20 9.25 9.30 9.35 9.40 9.45 9.50 9.55 9.60 9.65 9.70 9.75 9.80 9.85 9.90 9.95 10.00 0 10 10,100 9,81 8,64 7,49 6,36 5,25 4,16 3,9 2,4 1,1 0 50 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 var2 10,10 9,9 8,8 7,7 6,6 5,5 4,4 3,3 2,2 1,1 0 50 100 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 9.5 10.0 10.5 11.0 11.5 12.0 12.5 13.0 13.5 14.0 14.5 15.0 15.5 16.0 16.5 17.0 17.5 18.0 18.5 19.0 19.5 20.0 20.5 21.0 21.5 22.0 22.5 23.0 23.5 24.0 24.5 25.0 25.5 26.0 26.5 27.0 27.5 28.0 28.5 29.0 29.5 30.0 30.5 31.0 31.5 32.0 32.5 33.0 33.5 34.0 34.5 35.0 35.5 36.0 36.5 37.0 37.5 38.0 38.5 39.0 39.5 40.0 40.5 41.0 41.5 42.0 42.5 43.0 43.5 44.0 44.5 45.0 45.5 46.0 46.5 47.0 47.5 48.0 48.5 49.0 49.5 50.0 50.5 51.0 51.5 52.0 52.5 53.0 53.5 54.0 54.5 55.0 55.5 56.0 56.5 57.0 57.5 58.0 58.5 59.0 59.5 60.0 60.5 61.0 61.5 62.0 62.5 63.0 63.5 64.0 64.5 65.0 65.5 66.0 66.5 67.0 67.5 68.0 68.5 69.0 69.5 70.0 70.5 71.0 71.5 72.0 72.5 73.0 73.5 74.0 74.5 75.0 75.5 76.0 76.5 77.0 77.5 78.0 78.5 79.0 79.5 80.0 80.5 81.0 81.5 82.0 82.5 83.0 83.5 84.0 84.5 85.0 85.5 86.0 86.5 87.0 87.5 88.0 88.5 89.0 89.5 90.0 90.5 91.0 91.5 92.0 92.5 93.0 93.5 94.0 94.5 95.0 95.5 96.0 96.5 97.0 97.5 98.0 98.5 99.0 99.5 100.0 0 100 var1 value by variable

Geom.vector

using Gadfly, RDatasets
set_default_plot_size(14cm, 14cm)

seals = RDatasets.dataset("ggplot2","seals")
seals.Latb = seals.Lat + seals.DeltaLat
seals.Longb = seals.Long + seals.DeltaLong
seals.Angle = atan.(seals.DeltaLat, seals.DeltaLong)

coord = Coord.cartesian(xmin=-175.0, xmax=-119, ymin=29, ymax=50)
# Geom.vector also needs scales for both axes:
xsc  = Scale.x_continuous(minvalue=-175.0, maxvalue=-119)
ysc  = Scale.y_continuous(minvalue=29, maxvalue=50)
colsc = Scale.color_continuous(minvalue=-3, maxvalue=3)

layer1 = layer(seals, x=:Long, y=:Lat, xend=:Longb, yend=:Latb, color=:Angle,
               Geom.vector)

plot(layer1, xsc, ysc, colsc, coord)
Long -200 -150 -100 -50 0 -176 -174 -172 -170 -168 -166 -164 -162 -160 -158 -156 -154 -152 -150 -148 -146 -144 -142 -140 -138 -136 -134 -132 -130 -128 -126 -124 -122 -120 -118 -175.0 -174.8 -174.6 -174.4 -174.2 -174.0 -173.8 -173.6 -173.4 -173.2 -173.0 -172.8 -172.6 -172.4 -172.2 -172.0 -171.8 -171.6 -171.4 -171.2 -171.0 -170.8 -170.6 -170.4 -170.2 -170.0 -169.8 -169.6 -169.4 -169.2 -169.0 -168.8 -168.6 -168.4 -168.2 -168.0 -167.8 -167.6 -167.4 -167.2 -167.0 -166.8 -166.6 -166.4 -166.2 -166.0 -165.8 -165.6 -165.4 -165.2 -165.0 -164.8 -164.6 -164.4 -164.2 -164.0 -163.8 -163.6 -163.4 -163.2 -163.0 -162.8 -162.6 -162.4 -162.2 -162.0 -161.8 -161.6 -161.4 -161.2 -161.0 -160.8 -160.6 -160.4 -160.2 -160.0 -159.8 -159.6 -159.4 -159.2 -159.0 -158.8 -158.6 -158.4 -158.2 -158.0 -157.8 -157.6 -157.4 -157.2 -157.0 -156.8 -156.6 -156.4 -156.2 -156.0 -155.8 -155.6 -155.4 -155.2 -155.0 -154.8 -154.6 -154.4 -154.2 -154.0 -153.8 -153.6 -153.4 -153.2 -153.0 -152.8 -152.6 -152.4 -152.2 -152.0 -151.8 -151.6 -151.4 -151.2 -151.0 -150.8 -150.6 -150.4 -150.2 -150.0 -149.8 -149.6 -149.4 -149.2 -149.0 -148.8 -148.6 -148.4 -148.2 -148.0 -147.8 -147.6 -147.4 -147.2 -147.0 -146.8 -146.6 -146.4 -146.2 -146.0 -145.8 -145.6 -145.4 -145.2 -145.0 -144.8 -144.6 -144.4 -144.2 -144.0 -143.8 -143.6 -143.4 -143.2 -143.0 -142.8 -142.6 -142.4 -142.2 -142.0 -141.8 -141.6 -141.4 -141.2 -141.0 -140.8 -140.6 -140.4 -140.2 -140.0 -139.8 -139.6 -139.4 -139.2 -139.0 -138.8 -138.6 -138.4 -138.2 -138.0 -137.8 -137.6 -137.4 -137.2 -137.0 -136.8 -136.6 -136.4 -136.2 -136.0 -135.8 -135.6 -135.4 -135.2 -135.0 -134.8 -134.6 -134.4 -134.2 -134.0 -133.8 -133.6 -133.4 -133.2 -133.0 -132.8 -132.6 -132.4 -132.2 -132.0 -131.8 -131.6 -131.4 -131.2 -131.0 -130.8 -130.6 -130.4 -130.2 -130.0 -129.8 -129.6 -129.4 -129.2 -129.0 -128.8 -128.6 -128.4 -128.2 -128.0 -127.8 -127.6 -127.4 -127.2 -127.0 -126.8 -126.6 -126.4 -126.2 -126.0 -125.8 -125.6 -125.4 -125.2 -125.0 -124.8 -124.6 -124.4 -124.2 -124.0 -123.8 -123.6 -123.4 -123.2 -123.0 -122.8 -122.6 -122.4 -122.2 -122.0 -121.8 -121.6 -121.4 -121.2 -121.0 -120.8 -120.6 -120.4 -120.2 -120.0 -119.8 -119.6 -119.4 -119.2 -119.0 -200 -100 -2 3 1 -1 -3 2 0 Angle h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 25 30 35 40 45 50 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 29.0 29.1 29.2 29.3 29.4 29.5 29.6 29.7 29.8 29.9 30.0 30.1 30.2 30.3 30.4 30.5 30.6 30.7 30.8 30.9 31.0 31.1 31.2 31.3 31.4 31.5 31.6 31.7 31.8 31.9 32.0 32.1 32.2 32.3 32.4 32.5 32.6 32.7 32.8 32.9 33.0 33.1 33.2 33.3 33.4 33.5 33.6 33.7 33.8 33.9 34.0 34.1 34.2 34.3 34.4 34.5 34.6 34.7 34.8 34.9 35.0 35.1 35.2 35.3 35.4 35.5 35.6 35.7 35.8 35.9 36.0 36.1 36.2 36.3 36.4 36.5 36.6 36.7 36.8 36.9 37.0 37.1 37.2 37.3 37.4 37.5 37.6 37.7 37.8 37.9 38.0 38.1 38.2 38.3 38.4 38.5 38.6 38.7 38.8 38.9 39.0 39.1 39.2 39.3 39.4 39.5 39.6 39.7 39.8 39.9 40.0 40.1 40.2 40.3 40.4 40.5 40.6 40.7 40.8 40.9 41.0 41.1 41.2 41.3 41.4 41.5 41.6 41.7 41.8 41.9 42.0 42.1 42.2 42.3 42.4 42.5 42.6 42.7 42.8 42.9 43.0 43.1 43.2 43.3 43.4 43.5 43.6 43.7 43.8 43.9 44.0 44.1 44.2 44.3 44.4 44.5 44.6 44.7 44.8 44.9 45.0 45.1 45.2 45.3 45.4 45.5 45.6 45.7 45.8 45.9 46.0 46.1 46.2 46.3 46.4 46.5 46.6 46.7 46.8 46.9 47.0 47.1 47.2 47.3 47.4 47.5 47.6 47.7 47.8 47.9 48.0 48.1 48.2 48.3 48.4 48.5 48.6 48.7 48.8 48.9 49.0 49.1 49.2 49.3 49.4 49.5 49.6 49.7 49.8 49.9 50.0 25 50 Lat

Geom.vectorfield

using Gadfly, RDatasets
set_default_plot_size(21cm, 8cm)

coord = Coord.cartesian(xmin=-2, xmax=2, ymin=-2, ymax=2)
p1 = plot(coord, z=(x,y)->x*exp(-(x^2+y^2)),
          xmin=[-2], xmax=[2], ymin=[-2], ymax=[2],
# or:     x=-2:0.25:2.0, y=-2:0.25:2.0,
          Geom.vectorfield(scale=0.4, samples=17), Geom.contour(levels=6),
          Scale.x_continuous(minvalue=-2.0, maxvalue=2.0),
          Scale.y_continuous(minvalue=-2.0, maxvalue=2.0),
          Guide.xlabel("x"), Guide.ylabel("y"), Guide.colorkey(title="z"))

volcano = Matrix{Float64}(dataset("datasets", "volcano"))
volc = volcano[1:4:end, 1:4:end]
coord = Coord.cartesian(xmin=1, xmax=22, ymin=1, ymax=16)
p2 = plot(coord, z=volc, x=1.0:22, y=1.0:16,
          Geom.vectorfield(scale=0.05), Geom.contour(levels=7),
          Scale.x_continuous(minvalue=1.0, maxvalue=22.0),
          Scale.y_continuous(minvalue=1.0, maxvalue=16.0),
          Guide.xlabel("x"), Guide.ylabel("y"),
          Theme(key_position=:none))

hstack(p1,p2)
x 0 5 10 15 20 25 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9.0 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 10.0 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11.0 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12.0 12.1 12.2 12.3 12.4 12.5 12.6 12.7 12.8 12.9 13.0 13.1 13.2 13.3 13.4 13.5 13.6 13.7 13.8 13.9 14.0 14.1 14.2 14.3 14.4 14.5 14.6 14.7 14.8 14.9 15.0 15.1 15.2 15.3 15.4 15.5 15.6 15.7 15.8 15.9 16.0 16.1 16.2 16.3 16.4 16.5 16.6 16.7 16.8 16.9 17.0 17.1 17.2 17.3 17.4 17.5 17.6 17.7 17.8 17.9 18.0 18.1 18.2 18.3 18.4 18.5 18.6 18.7 18.8 18.9 19.0 19.1 19.2 19.3 19.4 19.5 19.6 19.7 19.8 19.9 20.0 20.1 20.2 20.3 20.4 20.5 20.6 20.7 20.8 20.9 21.0 21.1 21.2 21.3 21.4 21.5 21.6 21.7 21.8 21.9 22.0 0 25 h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 0 5 10 15 20 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 6.0 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9.0 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 10.0 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11.0 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12.0 12.1 12.2 12.3 12.4 12.5 12.6 12.7 12.8 12.9 13.0 13.1 13.2 13.3 13.4 13.5 13.6 13.7 13.8 13.9 14.0 14.1 14.2 14.3 14.4 14.5 14.6 14.7 14.8 14.9 15.0 15.1 15.2 15.3 15.4 15.5 15.6 15.7 15.8 15.9 16.0 0 20 y x -2 -1 0 1 2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 -2.00 -1.98 -1.96 -1.94 -1.92 -1.90 -1.88 -1.86 -1.84 -1.82 -1.80 -1.78 -1.76 -1.74 -1.72 -1.70 -1.68 -1.66 -1.64 -1.62 -1.60 -1.58 -1.56 -1.54 -1.52 -1.50 -1.48 -1.46 -1.44 -1.42 -1.40 -1.38 -1.36 -1.34 -1.32 -1.30 -1.28 -1.26 -1.24 -1.22 -1.20 -1.18 -1.16 -1.14 -1.12 -1.10 -1.08 -1.06 -1.04 -1.02 -1.00 -0.98 -0.96 -0.94 -0.92 -0.90 -0.88 -0.86 -0.84 -0.82 -0.80 -0.78 -0.76 -0.74 -0.72 -0.70 -0.68 -0.66 -0.64 -0.62 -0.60 -0.58 -0.56 -0.54 -0.52 -0.50 -0.48 -0.46 -0.44 -0.42 -0.40 -0.38 -0.36 -0.34 -0.32 -0.30 -0.28 -0.26 -0.24 -0.22 -0.20 -0.18 -0.16 -0.14 -0.12 -0.10 -0.08 -0.06 -0.04 -0.02 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 -2 0 2 0.5 -0.5 0.0 z h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? -2 -1 0 1 2 -2.0 -1.8 -1.6 -1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 -2.00 -1.98 -1.96 -1.94 -1.92 -1.90 -1.88 -1.86 -1.84 -1.82 -1.80 -1.78 -1.76 -1.74 -1.72 -1.70 -1.68 -1.66 -1.64 -1.62 -1.60 -1.58 -1.56 -1.54 -1.52 -1.50 -1.48 -1.46 -1.44 -1.42 -1.40 -1.38 -1.36 -1.34 -1.32 -1.30 -1.28 -1.26 -1.24 -1.22 -1.20 -1.18 -1.16 -1.14 -1.12 -1.10 -1.08 -1.06 -1.04 -1.02 -1.00 -0.98 -0.96 -0.94 -0.92 -0.90 -0.88 -0.86 -0.84 -0.82 -0.80 -0.78 -0.76 -0.74 -0.72 -0.70 -0.68 -0.66 -0.64 -0.62 -0.60 -0.58 -0.56 -0.54 -0.52 -0.50 -0.48 -0.46 -0.44 -0.42 -0.40 -0.38 -0.36 -0.34 -0.32 -0.30 -0.28 -0.26 -0.24 -0.22 -0.20 -0.18 -0.16 -0.14 -0.12 -0.10 -0.08 -0.06 -0.04 -0.02 0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40 0.42 0.44 0.46 0.48 0.50 0.52 0.54 0.56 0.58 0.60 0.62 0.64 0.66 0.68 0.70 0.72 0.74 0.76 0.78 0.80 0.82 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 1.04 1.06 1.08 1.10 1.12 1.14 1.16 1.18 1.20 1.22 1.24 1.26 1.28 1.30 1.32 1.34 1.36 1.38 1.40 1.42 1.44 1.46 1.48 1.50 1.52 1.54 1.56 1.58 1.60 1.62 1.64 1.66 1.68 1.70 1.72 1.74 1.76 1.78 1.80 1.82 1.84 1.86 1.88 1.90 1.92 1.94 1.96 1.98 2.00 -2 0 2 y

Geom.violin

using Gadfly, RDatasets
set_default_plot_size(14cm, 8cm)
Dsing = dataset("lattice","singer")
Dsing.Voice = [x[1:5] for x in Array(Dsing.VoicePart)]
plot(Dsing, x=:VoicePart, y=:Height, color=:Voice, Geom.violin)
VoicePart Soprano 1 Soprano 2 Alto 1 Alto 2 Tenor 1 Tenor 2 Bass 1 Bass 2 Sopra Alto Tenor Bass Voice h,j,k,l,arrows,drag to pan i,o,+,-,scroll,shift-drag to zoom r,dbl-click to reset c for coordinates ? for help ? 50 60 70 80 90 50 52 54 56 58 60 62 64 66 68 70 72 74 76 78 80 82 84 86 88 90 50.0 50.2 50.4 50.6 50.8 51.0 51.2 51.4 51.6 51.8 52.0 52.2 52.4 52.6 52.8 53.0 53.2 53.4 53.6 53.8 54.0 54.2 54.4 54.6 54.8 55.0 55.2 55.4 55.6 55.8 56.0 56.2 56.4 56.6 56.8 57.0 57.2 57.4 57.6 57.8 58.0 58.2 58.4 58.6 58.8 59.0 59.2 59.4 59.6 59.8 60.0 60.2 60.4 60.6 60.8 61.0 61.2 61.4 61.6 61.8 62.0 62.2 62.4 62.6 62.8 63.0 63.2 63.4 63.6 63.8 64.0 64.2 64.4 64.6 64.8 65.0 65.2 65.4 65.6 65.8 66.0 66.2 66.4 66.6 66.8 67.0 67.2 67.4 67.6 67.8 68.0 68.2 68.4 68.6 68.8 69.0 69.2 69.4 69.6 69.8 70.0 70.2 70.4 70.6 70.8 71.0 71.2 71.4 71.6 71.8 72.0 72.2 72.4 72.6 72.8 73.0 73.2 73.4 73.6 73.8 74.0 74.2 74.4 74.6 74.8 75.0 75.2 75.4 75.6 75.8 76.0 76.2 76.4 76.6 76.8 77.0 77.2 77.4 77.6 77.8 78.0 78.2 78.4 78.6 78.8 79.0 79.2 79.4 79.6 79.8 80.0 80.2 80.4 80.6 80.8 81.0 81.2 81.4 81.6 81.8 82.0 82.2 82.4 82.6 82.8 83.0 83.2 83.4 83.6 83.8 84.0 84.2 84.4 84.6 84.8 85.0 85.2 85.4 85.6 85.8 86.0 86.2 86.4 86.6 86.8 87.0 87.2 87.4 87.6 87.8 88.0 88.2 88.4 88.6 88.8 89.0 89.2 89.4 89.6 89.8 90.0 50 100 Height