The Hitchhiker’s Guide To Ggplot2 In R: Don’t Panic And Create Beautiful Plots With R

What to expect from this book......Page 9
Basic graph......Page 11
Adjusting line width......Page 13
Changing variables display......Page 14
Adjusting x-axis scale......Page 15
Adjusting axis labels & adding title......Page 16
Adjusting color palette......Page 17
Using the white theme......Page 18
Using system fonts......Page 19
Creating an XKCD style chart......Page 20
Using `The Economist' theme......Page 21
Using `Five Thirty Eight' theme......Page 22
Creating your own theme......Page 23
Basic graph......Page 26
Adjusting legend position......Page 29
Changing variables display......Page 30
Adjusting x-axis scale......Page 31
Adjusting axis labels & adding title......Page 32
Adjusting color palette......Page 33
Using the white theme......Page 34
Using system fonts......Page 35
Creating an XKCD style chart......Page 36
Using `The Economist' theme......Page 37
Using `Five Thirty Eight' theme......Page 38
Creating your own theme......Page 39
Basic graph......Page 41
Adding data labels......Page 44
Adjusting data labels position......Page 45
Adjusting legend position......Page 46
Changing variables display......Page 47
Adjusting x-axis scale......Page 48
Adjusting axis labels & adding title......Page 49
Adjusting color palette......Page 50
Using the white theme......Page 51
Using system fonts......Page 52
Creating an XKCD style chart......Page 53
Using `The Economist' theme......Page 54
Using `Five Thirty Eight' theme......Page 55
Creating your own theme......Page 56
Basic graph......Page 58
Adding data labels......Page 61
Adjusting data labels position......Page 62
Adjusting legend position......Page 63
Changing variables display......Page 64
Adjusting x-axis scale......Page 65
Adjusting axis, title & units......Page 66
Adjusting color palette......Page 67
Using the white theme......Page 68
Using system fonts......Page 69
Creating an XKCD style chart......Page 70
Using `The Economist' theme......Page 71
Using `Five Thirty Eight' theme......Page 72
Creating your own theme......Page 73
Introduction......Page 76
Changing the shape of the data points......Page 77
Adjusting the axis scales......Page 78
Adjusting axis labels & adding title......Page 79
Adjusting the colour palette......Page 80
Adjusting legend position......Page 86
Using the white theme......Page 87
Using system fonts......Page 88
Creating an XKCD style chart......Page 89
Using `The Economist' theme......Page 90
Using `Five Thirty Eight' theme......Page 91
Creating your own theme......Page 92
Introduction......Page 94
Basic weighted scatterplot......Page 95
Changing the shape of the data points......Page 96
Adjusting the axis scales......Page 97
Adjusting axis labels & adding title......Page 98
Adjusting the colour palette......Page 99
Adjusting the size of the data points......Page 105
Adjusting legend position......Page 107
Changing the legend titles......Page 108
Creating horizontal legends......Page 109
Using the white theme......Page 110
Using system fonts......Page 111
Creating an XKCD style chart......Page 112
Using `The Economist' theme......Page 113
Using `Five Thirty Eight' theme......Page 114
Creating your own theme......Page 115
Introduction......Page 117
Adding a normal density curve......Page 118
Changing from density to frequency......Page 119
Adjusting binwidth......Page 120
Single line labels......Page 121
Multiline labels......Page 122
Changing axis ticks......Page 123
Adding a title......Page 124
By colour name......Page 125
By HEX code......Page 126
Colour gradients......Page 127
Using the white theme......Page 129
Using system fonts......Page 130
Creating an XKCD style chart......Page 131
Using `The Economist' theme......Page 132
Using `Five Thirty Eight' theme......Page 133
Creating your own theme......Page 134
Adding lines......Page 135
In panel plots......Page 137
In the same plot......Page 138
Formatting the legend......Page 140
Introduction......Page 142
Customising axis labels......Page 143
Changing axis ticks......Page 145
Adding a title......Page 146
Changing the colour of the curves......Page 147
Using the white theme......Page 150
Using system fonts......Page 151
Creating an XKCD style chart......Page 152
Using `The Economist' theme......Page 153
Using `Five Thirty Eight' theme......Page 154
Creating your own theme......Page 155
Adding lines......Page 156
Multiple densities......Page 157
Formatting the legend......Page 162
Introduction......Page 164
Basic t-curve......Page 165
Plotting your own function......Page 166
Plotting multiple functions on the same graph......Page 167
Customising axis labels......Page 168
Changing axis ticks......Page 169
Adding a title......Page 170
Changing the colour of the curves......Page 171
Adding a legend......Page 173
Changing the size of the lines......Page 175
Using the white theme......Page 176
Using system fonts......Page 177
Creating an XKCD style chart......Page 178
Using `The Economist' theme......Page 179
Using `Five Thirty Eight' theme......Page 180
Creating your own theme......Page 181
Adding areas under the curve......Page 182
Formatting the legend......Page 183
Introduction......Page 186
Customising axis labels......Page 187
Changing axis ticks......Page 189
Adding a title......Page 190
Changing the colour of the boxes......Page 191
Using the white theme......Page 195
Using system fonts......Page 196
Creating an XKCD style chart......Page 197
Using `The Economist' theme......Page 198
Using `Five Thirty Eight' theme......Page 199
Creating your own theme......Page 200
Boxplot extras......Page 201
Grouping by another variable......Page 203
Formatting the legend......Page 205
Introduction......Page 207
Basic trend line plot......Page 209
Customising axis labels......Page 211
Adding a title......Page 212
Using the white theme......Page 213
Using system fonts......Page 214
Creating an XKCD style chart......Page 215
Using `The Economist' theme......Page 216
Using `Five Thirty Eight' theme......Page 217
Creating your own theme......Page 218
Basic diagnostics plots......Page 219
Using the white theme......Page 220
Creating an XKCD style chart......Page 221
Using `The Economist' theme......Page 222
Using `Five Thirty Eight' theme......Page 223
Creating your own theme......Page 224
Introduction......Page 226
Creating a basic LOWESS plot, and what it can tell us about our data......Page 227
Changing the width of the bins......Page 229
Customising axis labels......Page 230
Changing axis ticks......Page 232
Adding a title......Page 233
Changing the colour and size of the LOWESS curve......Page 234
Changing the appearance of the confidence interval......Page 237
Changing the appearance of the scatterplot......Page 240
Using the white theme......Page 242
Using system fonts......Page 243
Creating an XKCD style chart......Page 244
Using `The Economist' theme......Page 245
Using `Five Thirty Eight' theme......Page 246
Creating your own theme......Page 247
Suggested material......Page 249