Introduction to Data Visualization with Tidyverse and R Počítačový Kurz

Kód kurzu

tidyverse

Doba trvání

7 hodiny obvykle 1 den včetně přestávek

Požadavky

  • No programming experience is necessary

Přehled

The Tidyverse is a collection of versatile R packages for cleaning, processing, modeling, and visualizing data. Some of the packages included are: ggplot2, dplyr, tidyr, readr, purrr, and tibble.

In this instructor-led, live training, participants will learn how to manipulate and visualize data using the tools included in the Tidyverse.

By the end of this training, participants will be able to:

  • Perform data analysis and create appealing visualizations
  • Draw useful conclusions from various datasets of sample data
  • Filter, sort and summarize data to answer exploratory questions
  • Turn processed data into informative line plots, bar plots, histograms
  • Import and filter data from diverse data sources, including Excel, CSV, and SPSS files

Audience

  • Beginners to the R language
  • Beginners to data analysis and data visualization

Format of the course

  • Part lecture, part discussion, exercises and heavy hands-on practice

Návrh Školení

Introduction

  • Tydyverse vs traditional R plotting

Setting up your working environment

Preparing the dataset

Importing and filtering data

Wrangling the data

Visualizing the data (graphs, scatter plots)

Grouping and summarizing the data

Visualizing the data (line plots, bar plots, histograms, boxplots)

Working with non-standard data

Closing remarks

Reference

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