Going Deeper with R
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Welcome to Going Deeper with R
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Advanced Data Wrangling and AnalysisOverview
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Importing Data
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Tidy Data
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Reshaping Data
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Dealing with Missing Data
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Changing Variable Types
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Advanced Variable Creation
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Advanced Summarizing
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Binding Data Frames
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Functions
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Merging Data
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Renaming Variables
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Quick Interlude to Reorganize our Code
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Exporting Data
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Advanced Data VisualizationData Visualization Best Practices
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Tidy Data
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Pipe Data Into ggplot
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Reorder Plots to Highlight Findings
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Line Charts
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Use Color to Highlight Findings
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Declutter
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Use the scales Package for Nicely Formatted Values
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Use Direct Labeling
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Use Axis Text Wisely
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Use Titles to Highlight Findings
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Use Color in Titles to Highlight Findings
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Use Annotations to Explain
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Tweak Spacing
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Customize Your Theme
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Customize Your Fonts
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Try New Plot Types
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Advanced RMarkdownAdvanced Markdown Text Formatting
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Tables
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Advanced YAML
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Inline R Code
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Making Your Reports Shine: Word Edition
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Making Your Reports Shine: HTML Edition
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Making Your Reports Shine: PDF Edition
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Presentations
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Dashboards
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Other Formats
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Wrapping UpYou Did It!
Your Turn
Convert your report to PowerPoint or xaringan
and knit it to slides. You’ll need to make some adjustments to your formatting to make it work (e.g. adding — for new slides).
Solutions
Learn More
If you want to learn more about knitting to PowerPoint, this RStudio article is the place to go. It has information about how headers in RMarkdown are converted into new slides and how to use reference documents (as we did with Word) to apply your style to a presentation.
If you go the xaringan
route, check out the package documentation (made as a set of xaringan
slides, of course!). If you’re looking to customize the look and feel of xaringan
presentations, check out the themes showcase. There is also a really nice package called xaringanthemer
, which allows you to easily set colors, fonts, etc for your presentations.
Have any questions? Put them below and we will help you out!