Zusammenfassung

Welcome to our course titled “Data manipulation and visualization with R”!

R is a programming language specifically designed for the statistical analysis and visualization of data. In this course we want to teach the principles of R programming and the fundamentals of working with data. The course is made for absolute beginners, who did not work with R (or any other programming language) before and for people who want to peek into the world of data science.

At the end of this course you will be able to read your own data files, manipulate and summarize their data entries and create impressive visualizations.

Both R and the software RStudio are free to download. Some example data files will be provided through this course. You will be able to reproduce everything you see in the learning material provided.

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Inhalt

Chapter 0: Welcome to R!
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January 25, 2021

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Keine Autor*innen angegeben

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CC BY-SA

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Chapter 0: Welcome to R!
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Chapter 1.1: RStudio
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January 25, 2021

Autor*innen

Hannes Seller

Jonathan Young

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CC BY-SA

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Chapter 1.1: RStudio
Autor*innen
Hannes Seller
Jonathan Young
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CC_BY_SA
Chapter 1.2: R Basics
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January 25, 2021

Autor*innen

Hannes Seller

Jonathan Young

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CC BY-SA

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Chapter 1.2: R Basics
Autor*innen
Hannes Seller
Jonathan Young
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CC_BY_SA
Chapter 2.1: Importing Data
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January 25, 2021

Autor*innen

Hannes Seller

Jonathan Young

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CC BY-SA

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Chapter 2.1: Importing Data
Autor*innen
Hannes Seller
Jonathan Young
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CC_BY_SA
Chapter 2.2: Selecting Data
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January 25, 2021

Autor*innen

Hannes Seller

Jonathan Young

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CC BY-SA

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Chapter 2.2: Selecting Data
Autor*innen
Hannes Seller
Jonathan Young
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CC_BY_SA
Chapter 2.3: Using dplyr
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January 25, 2021

Autor*innen

Hannes Seller

Jonathan Young

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CC BY-SA

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Chapter 2.3: Using dplyr
Autor*innen
Hannes Seller
Jonathan Young
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CC_BY_SA
Chapter 3.1: Basic Visualization
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January 25, 2021

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Hannes Seller

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CC BY-SA

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Chapter 3.1: Basic Visualization
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Hannes Seller
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CC_BY_SA
Chapter 3.2: Visualization with ggplot2
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Veröffentlicht am

January 25, 2021

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Hannes Seller

Jonathan Young

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CC BY

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Chapter 3.2: Visualization with ggplot2
Autor*innen
Hannes Seller
Jonathan Young
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CC_BY
Training data
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Veröffentlicht am

January 27, 2021

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Hannes Seller

Jonathan Young

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CC BY-SA

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Training data
Autor*innen
Hannes Seller
Jonathan Young
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CC_BY_SA

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Veröffentlicht am

February 09, 2021

Sprachen

Englisch

Autor*innen

Hannes Seller

Jonathan Young

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CC BY-SA

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