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· 제목 : Visualizing Data in R 4: Graphics Using the Base, Graphics, Stats, and Ggplot2 Packages (Paperback)
· 분류 : 외국도서 > 컴퓨터 > 컴퓨터 비전/패턴 인식
· ISBN : 9781484268308
· 쪽수 : 401쪽
· 출판일 : 2021-04-02
· 분류 : 외국도서 > 컴퓨터 > 컴퓨터 비전/패턴 인식
· ISBN : 9781484268308
· 쪽수 : 401쪽
· 출판일 : 2021-04-02
목차
1) Introduction: plot(), qplot(), and ggplot(), Plus Some
a) plot() ? arguments, ancillary functions, and methods; par() and layout()
b) qplot() and ggplot() ? aesthetics, geometries, and other useful functions
c) other plotting functions in graphics and stats
2) The plot() Function
a) what the function is and how the function works
b) will use method .xy for example
3) The Arguments to plot()
a) Type of plot, axis labels, plot titles, display format
b) Plotting characters, character size, fonts, colors, line styles and widths
4) Ancillary Functions to use with plot()
a) axis(), box(), clip(), grid(), legend(), mtext(), rug()
b) abline(), contour(), curve(), lines(), polypath()
c) arrows(), image(), points(), polygon(), rect(), segments(), symbols(), text()
d) axTicks(), identify(), locator(), pch(), strwidth(),
5) The Methods for plot()
a) What are methods?
b) Methods in the graphics package
c) Methods in the stats package
6) How to Use the Functions par() and layout()
a) What par() does
b) Arguments specific to par()
c) Multiple plots
Part II. A look at the ggplot2 Package
7) The Functions qplot(), ggplot(), and the Specialized Notation in ggplot2
a) Working with qplot()
b) The ggplot() function
c) Specialized notation
8) Themes
a) The theme() function
b) The element_*() functions
9) Aesthetics and Geometries
a) The aes() function
b) The geom_*() functions
10) Controlling the Appearance
a) The annotate_*() functions
b) The coord_*() functions
c) The facet_*() functions
d) The guide_*() functions
e) The position_*() functions
f) The scale_*() functions
g) The stat_*() functions
Appendix I. Plots for Contingency Tables
Appendix II. Plots for Continuous Variables
Appendix III. Plots for Data with a Limited Number of Values
Appendix IV. Functions that Generate Multiple Plots
Appendix V. Plots for Time Series
Appendix VI. Miscellaneous Plots
