Data Visualisation with R: 100 Examples
Autor Thomas Rahlfen Limba Engleză Paperback – 3 mai 2018
The open source software R is an established standard and a powerful tool for various visualizing applications, integrating nearly all technologies relevant for data visualization. The basic software, enhanced by more than 7000 extension packs currently freely available, is intensively used by organizations including Google, Facebook and the CIA. The book serves as a comprehensive reference guide to a broad variety of applications in various fields.
This
book is intended for all kinds of R users, ranging from experts, for whom especially the example codes are particularly useful, to beginners, who will find the finished graphics most helpful in learning what R can actually deliver.
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Specificații
ISBN-13: 9783319842325
ISBN-10: 3319842323
Pagini: 385
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.56 kg
Ediția:Softcover reprint of the original 1st ed. 2017
Editura: Springer
Colecția Springer
Locul publicării:Cham, Switzerland
ISBN-10: 3319842323
Pagini: 385
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.56 kg
Ediția:Softcover reprint of the original 1st ed. 2017
Editura: Springer
Colecția Springer
Locul publicării:Cham, Switzerland
Cuprins
Data
for
Everybody.-
Structure
and
Technical
Requirements.-
Implementation
in
R.-
Beyond
R.-
Regarding
the
Examples.-
Categorical
Data.-
Distributions.-
Time
Series.-
Scatter
Plots.-
Maps.-
Illustrative
Examples.
Recenzii
“Provides
the
reader
with
a
broad
and
excellent
overview
of
the
various
possibilities
offered
by
R’s
standard
graphics
package.
…
Overall,
the
book
can
especially
be
recommended
for
students
and
researchers
that
are
already
familiar
with
R
and
who
intend
to
find
suitable
methods
for
visualizing
their
data
in
real
world
applications.
Furthermore,
it
can
also
be
helpful
for
students
who
want
a
broad
overview
of
R
and
its
visualization
capabilities.”
(Marc
Hüsch,
Statistical
Papers,
April,
2018)
“I definitely recommend this book. The example-based approach is very successful for introducing readers to R’s graphical capabilities; readers can learn proficiency in using base R graphics for obtaining exactly the static presentation figure they envision – including ambitious infographics. … Last but (by far) not least, the book can be used as a collection of ideas for useful, informative and beautiful graphical displays.” (Ulrike Grömping, Journal of Statistical Software, Vol. 81, October, 2017)
“I definitely recommend this book. The example-based approach is very successful for introducing readers to R’s graphical capabilities; readers can learn proficiency in using base R graphics for obtaining exactly the static presentation figure they envision – including ambitious infographics. … Last but (by far) not least, the book can be used as a collection of ideas for useful, informative and beautiful graphical displays.” (Ulrike Grömping, Journal of Statistical Software, Vol. 81, October, 2017)
“This
is
a
well
written
book
for
designers.
…
Enjoy
this
book.
I
am
having
fun
getting
the
code
to
work
on
other
data.”
(Mary
Anne
Thygesen,
Cats
and
Dogs
with
Data,
maryannedata.com,
May,
2017)
“If
you’ve
ever
been
interested
in
coding
using
R,
then
this
book
is
for
you.
…
If
like
me,
you
need
hands-on
guidance
the
examples
(which
use
real
data)
are
shown
with
a
step-by-step
walkthrough
teaching
you
everything
that
you
need
to
know.”
(Sandro
Sorrentino,
Medium,
medium.com,
February,
2017)
Notă biografică
Thomas
Rahlf
has
20
years
of
experience
in
data
visualization.
Holding
a
PhD
in
the
history
of
statistics
and
econometrics,
his
areas
of
expertise
include
also
historical
statistics,
time
series
analysis
and
statistical
inference.
He
is
director
in
the
department
of
quality
and
program
management
at
the
German
Research
Foundation
as
well
as
a
lecturer
at
the
University
of
Bonn,
Germany.
Graphics and statistics have been a key element of his work for a long time. Recent publications include “Statistical Inference“ in the Handbook of Cliometrics (Springer Reference Series, 2016) and “The German Time Series Dataset, 1834-2012” (Journal of Economics and Statistics, Vol. 236/1). He is also the editor of a book about historical statistics of Germany.
Graphics and statistics have been a key element of his work for a long time. Recent publications include “Statistical Inference“ in the Handbook of Cliometrics (Springer Reference Series, 2016) and “The German Time Series Dataset, 1834-2012” (Journal of Economics and Statistics, Vol. 236/1). He is also the editor of a book about historical statistics of Germany.
Textul de pe ultima copertă
This
book
introduces
readers
to
the
fundamentals
of
creating
presentation
graphics
using
R,
based
on
100
detailed
and
complete
scripts.
It
shows
how
bar
and
column
charts,
population
pyramids,
Lorenz
curves,
box
plots,
scatter
plots,
time
series,
radial
polygons,
Gantt
charts,
heat
maps,
bump
charts,
mosaic
and
balloon
charts,
and
a
series
of
different
thematic
map
types
can
be
created
using
R’s
Base
Graphics
System.
Every
example
uses
real
data
and
includes
step-by-step
explanations
of
the
figures
and
their
programming.
The open source software R is an established standard and a powerful tool for various visualizing applications, integrating nearly all technologies relevant for data visualization. The basic software, enhanced by more than 7000 extension packs currently freely available, is intensively used by organizations including Google, Facebook and the CIA. The book serves as a comprehensive reference guide to a broad variety of applications in various fields. This
book is intended for all kinds of R users, ranging from experts, for whom especially the example codes are particularly useful, to beginners, who will find the finished graphics most helpful in learning what R can actually deliver.Features and Benefits
Offers a comprehensive introduction to creating presentation graphics with R
Presents the complete code of 100 examples from various fields
Includes step-by-step explanations of the programming of figures, based on real data
The open source software R is an established standard and a powerful tool for various visualizing applications, integrating nearly all technologies relevant for data visualization. The basic software, enhanced by more than 7000 extension packs currently freely available, is intensively used by organizations including Google, Facebook and the CIA. The book serves as a comprehensive reference guide to a broad variety of applications in various fields. This
book is intended for all kinds of R users, ranging from experts, for whom especially the example codes are particularly useful, to beginners, who will find the finished graphics most helpful in learning what R can actually deliver.Features and Benefits
Offers a comprehensive introduction to creating presentation graphics with R
Presents the complete code of 100 examples from various fields
Includes step-by-step explanations of the programming of figures, based on real data
Caracteristici
Offers
a
comprehensive
introduction
to
creating
presentation
graphics
with
R
Presents the complete code of 100 examples from various fields
Includes step-by-step explanations of the programming of figures, based on real data
Presents the complete code of 100 examples from various fields
Includes step-by-step explanations of the programming of figures, based on real data