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Date	Title	Categories
April 23, 2025 at 7:43 PM	Final deadlines for things	course details
April 23, 2025 at 7:41 PM	What's next? Policy analytics concentration and certificate Program Evaluation Comparative Public Administration	advice
April 23, 2025 at 7:12 PM	Class website future	course details
April 23, 2025 at 6:32 PM	Weeks 13 and 14 tips and FAQs Sometimes the colors in the viridis palettes are too dark, neon, pale, or light—can I adjust those? Some of the words in my word frequency/tf-idf plot were out of order—how can I fix that? Cleaning up text is always specific and specialized	FAQs
April 15, 2025 at 9:21 PM	LLMs	advice
April 15, 2025 at 1:50 PM	Weeks 11 and 12 tips and FAQs Do people use Plotly and Quarto dashboards in the real world? My plot didn’t translate perfectly to ggplotly—why? I’m bored with ggplot’s default colors and/or viridis—how can I use other color palettes? How many decimal points should I use when I’m working with latitude and longitude? Can I use `geom_label_repel()` with maps? Can I use a heatmap on a map? I tried to make a map and countries are missing—why? I tried to make a map of just Europe and it includes more than just Europe? Saving data that takes a long time to make	FAQs
March 31, 2025 at 4:21 PM	Two layout-related tips for fancier plots and documents Extra space in {patchwork} Use the margins	advice
March 31, 2025 at 1:12 PM	Weeks 9 and 10 tips and FAQs How do I include a separate image in my document? I have numbers like 20000 and want them formatted with commas like 20,000. Can I do that automatically? How can I get month and weekday names or abbreviations for dates? Can I get these automatic month and day names in non-English languages? The importance of layer order	FAQs
March 17, 2025 at 5:23 PM	No more answer keys	course details
March 17, 2025 at 2:41 PM	Mini project 1 feedback Warnings and messages ALL CAPS Figure in the document doesn’t match the standalone image Sorting and ordering Unbalanced facets Overlapping text Commas	FAQs feedback
March 10, 2025 at 6:16 PM	Weeks 7 and 8 tips and FAQs I tried to knit my document and got an error about duplicate chunk labels. Why? I tried calculating something with `sum()` or `cor()` and R gave me NA instead of a number. Why? I want my bars to be sorted in my plot. How can I control their order? My data has full US state names but I want to use abbreviations (or regions). Is there a way to automatically convert from names to something else?	FAQs
February 26, 2025 at 9:46 PM	Time to think about mini project 1!	course details
February 26, 2025 at 3:05 PM	Slow down, simplify and do small things	advice
February 26, 2025 at 1:19 PM	Tips for debugging and cleaning broken code Reformat the code Run the code incrementally	advice
February 26, 2025 at 12:21 PM	A few quick general R tips Talking about packages and functions Nicer {ggplot2} documentation The tidyverse package shortcut Chunk labels Code style	FAQs
February 25, 2025 at 10:13 PM	Weeks 5 and 6 tips and FAQs Installing vs. using packages What do Quarto documents look like in real life? Can they be used for real things like reports? I made a bunch of changes to my plot with `theme()` but when I used `ggsave()`, none of them actually saved. Why? In chapter 22, Wilke talks about tables—is there a way to make pretty tables with R? Why isn’t the example code using `data = whatever` and `mapping = aes()` in `ggplot()` anymore? Do we not have to use argument names? Double encoding and excessive legends Legends are cool, but I’ve read that directly labeling things can be better. Is there a way to label things without a legend? My histogram bars are too wide / too narrow / not visible. How do I fix that?	FAQs
February 11, 2025 at 9:37 PM	Make RStudio your own Change the theme Don’t save the workspace when closing Turn on rainbow parentheses Turn on color previews Turn on a code margin Change the panel layout and add more columns Bonus: Positron!	advice
February 10, 2025 at 1:41 PM	Weeks 3 and 4 tips and FAQs Is there some sort of guide for knowing which chart type can go with different kinds of data? Why are my axis labels all crowded and on top of each other? How do I fix that? How can I add a line break to the text in my plot? How can I control the dimensions of my figures? What’s the difference between `geom_bar()` and `geom_col()`? What’s the difference between `read_csv()` vs. `read.csv()`? Why does R keep yelling at me with warnings and messages? How can I hide warnings and messages? Why did we need to group and summarize before making the Lord of the Rings plots? I didn’t and the plot still worked Why did we need to group a second time when calculating the proportions for the heatmap? Why do I keep getting messages like `summarise() has grouped output by 'BLAH'` when using `group_by()` and `summarize()`?	FAQs
January 29, 2025 at 5:25 PM	Week 2 FAQs Why do you use ✓s for grades? Why does `#` mean both headings and code comments? I will never do anything with graphic design—why did we have to learn these principles? How does CRAP relate to other things like the Gestalt Principles? Will following CRAP lead to the same final designs? Does CRAP only work for single-page things like graphs and posters? Or does it work for reports and books? I noticed Illustrator isn’t free for GSU students anymore. Are there other graphics editors? Is there a way to check that my color palettes are accessible if I’m not using a premade one?	FAQs
January 29, 2025 at 5:03 PM	Making cleaner, nicer Quarto documents Render often Check for broken code chunks Check that your text looks okay Don’t install packages in your document Clean up warnings and messages Global chunk options Fancy document settings Chunk names	advice
January 29, 2025 at 4:43 PM	Week 1 tips and FAQs What’s the difference between R Markdown and Quarto? Rendered document format for iCollege Why does it matter where we put files like `cars.csv`? How does `group_by()` work? Why did we have to group by `class` and not `cty` and `class`? How do we know which type of graph to use for different types of data? Can we use ChatGPT? Can you even tell if we do? Do you have any tips for remembering all the different functions we’re learning? There are so many!	FAQs
January 29, 2025 at 3:12 PM	Getting help more efficiently Use Slack in public High resolution questions Unanswered questions Use Slack threads Calendly + Webex appointments	advice
January 29, 2025 at 1:56 PM	Zeroes and ✓−s in the gradebook	course details
January 13, 2025 at 12:38 PM	Pre-class FAQs Can I reach out if I have questions? How hard will it be to reach you? Will you have regular office hours? How much time should I expect to spend on this class? Will we cover {X}? I don’t have a background in anything related to PMAP (public management and policy)—will I be lost?	FAQs
January 13, 2025 at 12:32 PM	Copy, paste, and tweak	advice
January 13, 2025 at 12:14 PM	Building community Class community Online community	advice
January 13, 2025 at 11:52 AM	The 30-minute rule and how to ask for help	advice
January 13, 2025 at 11:50 AM	First day of class!	getting started
January 8, 2025 at 11:46 PM	Announcements and updates	getting started
January 8, 2025 at 10:12 PM	Important R stuff	getting started
January 8, 2025 at 9:34 PM	Welcome to class!	getting started

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