Data Visualization using dplyr and ggplot2 in R

提供方
Coursera Project Network
在此指導項目中,您將:

Understand the use of tidyverse, the dplyr and the ggplot2 package

Manipulate the gapminder dataset using different dplyr verbs

Create different plots from the results of dplyr verbs using ggplot2

Clock2 hours
Intermediate中級
Cloud無需下載
Video分屏視頻
Comment Dots英語(English)
Laptop僅限桌面

Welcome to this project-based course Data Visualization using ggplot2 and dplyr in R. In this project, you will learn how to manipulate data with the dplyr package and create beautiful plots using the ggplot2 package in R. By the end of this 2-hour long project, you will understand how to use different dplyr verbs such as the select verb, filter verb, arrange verb, mutate verb, summarize verb, and the group_by verb to manipulate the gapminder dataset. You will also learn how to use the ggplot2 package to render beautiful plots from the data returned from using the dplyr verbs. Note that this is a follow-up to the project on Data Manipulation with dplyr in R. I recommend that you take the Data Manipulation with dplyr in R project before taking this project. This will give you better experience working on this project.

您要培養的技能

  • Data Manipulation
  • R Programming
  • Ggplot2
  • dplyr
  • Data Visualization (DataViz)

分步進行學習

在與您的工作區一起在分屏中播放的視頻中,您的授課教師將指導您完成每個步驟:

  1. Import packages & dataset

  2. Scatterplots

  3. Additional Aesthetics: Color & Size Aesthetics

  4. Facetting

  5. Visualizing summarized data: Scatterplots

  6. Visualizing summarized data: Line plots

  7. Visualizing summarized data: Bar plots

  8. Visualizing summarized data: Histograms

  9. Visualizing summarized data: Boxplots

指導項目工作原理

您的工作空間就是瀏覽器中的雲桌面,無需下載

在分屏視頻中,您的授課教師會為您提供分步指導

常見問題

常見問題

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