Channel Title: Andy Field Channel Description: Videos to accompany my various textbooks about statistics, R and IBM SPSS Statistics. <video> RStudio Working with Code: Part 4 Description: Part 4 of a series of videos looking at how to use R within RStudio using quarto. This tutorial explores tibbles and how to render them using the kable() function. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started This tutorial assumes you are familiar with Quarto (a system for producing documents in RStudio). If not, watch these tutorials Quarto part 1: https://youtu.be/31Q9ZTZOHIM Quarto part 2: https://youtu.be/QlYgnf_qCNo Quarto part 3: https://youtu.be/Au7MqvBCi5Y Quarto part 4: https://youtu.be/Auo1hjyeCl4 Quarto part 5: https://youtu.be/wVf-k1azNE0 This tutorial was recorded as a long session, but has been edited down into bitesize pieces. Before watching this tutorial watch Coding part 1: https://youtu.be/8QHCx6RXK4Y Coding part 2: https://youtu.be/KD5ScL27FRo Coding part 3: https://youtu.be/wYKdgazQ640 After this tutorial, watch Coding part 5: https://youtu.be/TMXSLof8haA Coding part 6: https://youtu.be/DOyhdu5l32Y Using the discovr package: https://youtu.be/mqT7c17tofE </video> <video> Quarto visual editor [Part 1] Description: This tutorial is Part 1 of a series on using the quarto (and R markdown) visual editor. It explains what a quarto document is, how to create one, how to render one to HTML and the difference between a self-contained and non self-contained html file. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started Watch these tutorials after: Quarto part 2: https://youtu.be/QlYgnf_qCNo Quarto part 3: https://youtu.be/Au7MqvBCi5Y Quarto part 4: https://youtu.be/Auo1hjyeCl4 Quarto part 5: https://youtu.be/wVf-k1azNE0 Coding part 1: https://youtu.be/8QHCx6RXK4Y Coding part 2: https://youtu.be/KD5ScL27FRo Coding part 3: https://youtu.be/wYKdgazQ640 Coding part 4: https://youtu.be/2e17-I6ZW8A Coding part 5: https://youtu.be/TMXSLof8haA Coding part 6: https://youtu.be/DOyhdu5l32Y Using the discovr package: https://youtu.be/mqT7c17tofE </video> <video> RStudio Working with Code: Part 1 Description: Part 1 of a series of videos looking at how to use R within RStudio using quarto. This video looks at how to create objects and the structure of commands in R (i.e. the assignment operator). Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started This tutorial assumes you are familiar with Quarto (a system for producing documents in RStudio). If not, watch these tutorials Quarto part 1: https://youtu.be/31Q9ZTZOHIM Quarto part 2: https://youtu.be/QlYgnf_qCNo Quarto part 3: https://youtu.be/Au7MqvBCi5Y Quarto part 4: https://youtu.be/Auo1hjyeCl4 Quarto part 5: https://youtu.be/wVf-k1azNE0 This tutorial was recorded as a long session, but has been edited down into bitesize pieces. After watching this tutorial watch Coding part 2: https://youtu.be/KD5ScL27FRo Coding part 3: https://youtu.be/wYKdgazQ640 Coding part 4: https://youtu.be/2e17-I6ZW8A Coding part 5: https://youtu.be/TMXSLof8haA Coding part 6: https://youtu.be/DOyhdu5l32Y Using the discovr package: https://youtu.be/mqT7c17tofE </video> <video> Quarto visual editor [Part 3] Description: This tutorial is Part 1 of a series on using the quarto (and R Markdown) visual editor. It covers writing equations, inserting callouts (quarto only) and inserting citations. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started Watch these tutorials before: Quarto part 1: https://youtu.be/31Q9ZTZOHIM Quarto part 2: https://youtu.be/QlYgnf_qCNo Watch these tutorials after: Quarto part 4: https://youtu.be/Auo1hjyeCl4 Quarto part 5: https://youtu.be/wVf-k1azNE0 Coding part 1: https://youtu.be/8QHCx6RXK4Y Coding part 2: https://youtu.be/KD5ScL27FRo Coding part 3: https://youtu.be/wYKdgazQ640 Coding part 4: https://youtu.be/2e17-I6ZW8A Coding part 5: https://youtu.be/TMXSLof8haA Coding part 6: https://youtu.be/DOyhdu5l32Y U Related: LaTeX equations: https://youtu.be/UGo6mjB4Khk </video> <video> Quarto visual editor [Part 4] Description: This tutorial is Part 4 of a series on using the quarto (and R markdown) visual editor. It explains how to edit the YAML at the top of the document to get a table of contents, change the theme, and to hide messages and errors from R. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started Watch these tutorials before: Quarto part 1: https://youtu.be/31Q9ZTZOHIM Quarto part 2: https://youtu.be/QlYgnf_qCNo Quarto part 3: https://youtu.be/Au7MqvBCi5Y Watch these tutorials after: Quarto part 5: https://youtu.be/wVf-k1azNE0 Coding part 1: https://youtu.be/8QHCx6RXK4Y Coding part 2: https://youtu.be/KD5ScL27FRo Coding part 3: https://youtu.be/wYKdgazQ640 Coding part 4: https://youtu.be/2e17-I6ZW8A Coding part 5: https://youtu.be/TMXSLof8haA Coding part 6: https://youtu.be/DOyhdu5l32Y Using the discovr package: https://youtu.be/mqT7c17tofE </video> <video> Milton's Meditation: Avoiding Distractions Description: Milton the Spaniel helps you to avoid distractions when analysing data. </video> <video> RStudio Working with Code: Part 6 Description: Part 6 of a series of videos looking at how to use R within RStudio using quarto. This tutorial explores how code chunks are rendered in quarto documents and offers some tips on debugging errors when rendering goes wrong. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started This tutorial assumes you are familiar with Quarto (a system for producing documents in RStudio). If not, watch these tutorials Quarto part 1: https://youtu.be/31Q9ZTZOHIM Quarto part 2: https://youtu.be/QlYgnf_qCNo Quarto part 3: https://youtu.be/Au7MqvBCi5Y Quarto part 4: https://youtu.be/Auo1hjyeCl4 Quarto part 5: https://youtu.be/wVf-k1azNE0 This tutorial was recorded as a long session, but has been edited down into bitesize pieces. Before watching this tutorial watch Coding part 1: https://youtu.be/8QHCx6RXK4Y Coding part 2: https://youtu.be/KD5ScL27FRo Coding part 3: https://youtu.be/wYKdgazQ640 Coding part 4: https://youtu.be/2e17-I6ZW8A Coding part 5: https://youtu.be/TMXSLof8haA After this tutorial, watch Using the discovr package: https://youtu.be/mqT7c17tofE </video> <video> RStudio cloud workflow Description: Tutorial on best practice for workflow in RStudio Cloud. Produced for my teaching. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started/ (which embeds this series of videos with quizzes) </video> <video> R Studio desktop workflow (2022) Description: Tutorial on best practice for workflow in RStudio Desktop (i.e., using project files). Produced for my teaching. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started/ (which embeds this series of videos with quizzes) </video> <video> Customizing Rstudio Description: A tutorial looking at how to customize the RStudio working environment by applying a theme, moving panes, and using a keyboard shortcut to insert a pipe operator. </video> <video> RStudio Working with Code: Part 2 Description: Part 2 of a series of videos looking at how to use R within RStudio using quarto. This video looks at what a function in R is, what an R package is, and how to install and use them. We look specifically at the here() function to give us a filepath. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started This tutorial assumes you are familiar with Quarto (a system for producing documents in RStudio). If not, watch these tutorials Introduction to Quarto: Quarto part 1: https://youtu.be/31Q9ZTZOHIM Quarto part 2: https://youtu.be/QlYgnf_qCNo Quarto part 3: https://youtu.be/Au7MqvBCi5Y Quarto part 4: https://youtu.be/Auo1hjyeCl4 Quarto part 5: https://youtu.be/wVf-k1azNE0 This tutorial was recorded as a long session, but has been edited down into bitesize pieces. Before watching this tutorial watch Coding part 1: https://youtu.be/8QHCx6RXK4Y After this tutorial, watch Coding part 3: https://youtu.be/wYKdgazQ640 Coding part 4: https://youtu.be/2e17-I6ZW8A Coding part 5: https://youtu.be/TMXSLof8haA Coding part 6: https://youtu.be/DOyhdu5l32Y Using the discovr package: https://youtu.be/mqT7c17tofE </video> <video> Quarto visual editor [Part 2] Description: This tutorial is Part 2 of a series on using the quarto (and R markdown) visual editor. It explains how to format text (headings, lists, bold, italic, code), insert images and links, and interact with R using code chunks. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started Watch these tutorials before: Quarto part 1: https://youtu.be/31Q9ZTZOHIM Watch these tutorials after: Quarto part 3: https://youtu.be/Au7MqvBCi5Y Quarto part 4: https://youtu.be/Auo1hjyeCl4 Quarto part 5: https://youtu.be/wVf-k1azNE0 Coding part 1: https://youtu.be/8QHCx6RXK4Y Coding part 2: https://youtu.be/KD5ScL27FRo Coding part 3: https://youtu.be/wYKdgazQ640 Coding part 4: https://youtu.be/2e17-I6ZW8A Coding part 5: https://youtu.be/TMXSLof8haA Coding part 6: https://youtu.be/DOyhdu5l32Y Using the discovr package: https://youtu.be/mqT7c17tofE </video> <video> RStudio Working with Code: Part 5 Description: Part 5 of a series of videos looking at how to use R within RStudio using quarto. This tutorial revisits functions to look at what arguments within functions do. We also find out how energetic Iron Maiden songs are on average. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started This tutorial assumes you are familiar with Quarto (a system for producing documents in RStudio). If not, watch these tutorials Quarto part 1: https://youtu.be/31Q9ZTZOHIM Quarto part 2: https://youtu.be/QlYgnf_qCNo Quarto part 3: https://youtu.be/Au7MqvBCi5Y Quarto part 4: https://youtu.be/Auo1hjyeCl4 Quarto part 5: https://youtu.be/wVf-k1azNE0 This tutorial was recorded as a long session, but has been edited down into bitesize pieces. Before watching this tutorial watch Coding part 1: https://youtu.be/8QHCx6RXK4Y Coding part 2: https://youtu.be/KD5ScL27FRo Coding part 3: https://youtu.be/wYKdgazQ640 Coding part 4: https://youtu.be/2e17-I6ZW8A After this tutorial, watch Coding part 6: https://youtu.be/DOyhdu5l32Y Using the discovr package: https://youtu.be/mqT7c17tofE </video> <video> Quarto visual editor [Part 5] Description: This tutorial is Part 5 of a series on using the quarto (and R markdown) visual editor. It explains how to cross reference tables and figures. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started Watch these tutorials before: Quarto part 1: https://youtu.be/31Q9ZTZOHIM Quarto part 2: https://youtu.be/QlYgnf_qCNo Quarto part 3: https://youtu.be/Au7MqvBCi5Y Quarto part 4: https://youtu.be/Auo1hjyeCl4 Watch these tutorials after: Coding part 1: https://youtu.be/8QHCx6RXK4Y Coding part 2: https://youtu.be/KD5ScL27FRo Coding part 3: https://youtu.be/wYKdgazQ640 Coding part 4: https://youtu.be/2e17-I6ZW8A Coding part 5: https://youtu.be/TMXSLof8haA Coding part 6: https://youtu.be/DOyhdu5l32Y Using the discovr package: https://youtu.be/mqT7c17tofE </video> <video> RStudio Working with Code: Part 3 Description: Part 3 of a series of videos looking at how to use R within RStudio using quarto. This tutorial explores using the pipe operator to combine functions together. Best viewed as part of the interactive tutorial at http://milton-the-cat.rocks/learnr/r/r_getting_started This tutorial assumes you are familiar with Quarto (a system for producing documents in RStudio). If not, watch these tutorials Introduction to Quarto: Quarto part 1: https://youtu.be/31Q9ZTZOHIM Quarto part 2: https://youtu.be/QlYgnf_qCNo Quarto part 3: https://youtu.be/Au7MqvBCi5Y Quarto part 4: https://youtu.be/Auo1hjyeCl4 Quarto part 5: https://youtu.be/wVf-k1azNE0 This tutorial was recorded as a long session, but has been edited down into bitesize pieces. Before watching this tutorial watch Coding part 1: https://youtu.be/8QHCx6RXK4Y Coding part 2: https://youtu.be/KD5ScL27FRo After this tutorial, watch Coding part 4: https://youtu.be/2e17-I6ZW8A Coding part 5: https://youtu.be/TMXSLof8haA Coding part 6: https://youtu.be/DOyhdu5l32Y Using the discovr package: https://youtu.be/mqT7c17tofE </video>

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Videos to accompany my various textbooks about statistics, R and IBM SPSS Statistics.

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