Quarto 데이터 사이언스 - Quarto Presentations

Hello, There

This presentation will show you examples of what you can do with Quarto and Reveal.js, including:

Presenting code and LaTeX equations
Including computations in slide output
Image, video, and iframe backgrounds
Fancy transitions and animations
Printing to PDF

…and much more

Pretty Code

Over 20 syntax highlighting themes available
Default theme optimized for accessibility

# Define a server for the Shiny app
function(input, output) {
  
  # Fill in the spot we created for a plot
  output$phonePlot <- renderPlot({
    # Render a barplot
  })
}

Code Animations

Over 20 syntax highlighting themes available
Default theme optimized for accessibility

# Define a server for the Shiny app
function(input, output) {
  
  # Fill in the spot we created for a plot
  output$phonePlot <- renderPlot({
    # Render a barplot
    barplot(WorldPhones[,input$region]*1000, 
            main=input$region,
            ylab="Number of Telephones",
            xlab="Year")
  })
}

Line Highlighting

Highlight specific lines for emphasis
Incrementally highlight additional lines

import numpy as np
import matplotlib.pyplot as plt

r = np.arange(0, 2, 0.01)
theta = 2 * np.pi * r
fig, ax = plt.subplots(subplot_kw={'projection': 'polar'})
ax.plot(theta, r)
ax.set_rticks([0.5, 1, 1.5, 2])
ax.grid(True)
plt.show()

Executable Code

library(ggplot2)
ggplot(mtcars, aes(hp, mpg, color = am)) +
  geom_point() +  geom_smooth(formula = y ~ x, method = "loess")

LaTeX Equations

MathJax rendering of equations to HTML

\begin{gather*}
a_1=b_1+c_1\\
a_2=b_2+c_2-d_2+e_2
\end{gather*}

\begin{align}
a_{11}& =b_{11}&
  a_{12}& =b_{12}\\
a_{21}& =b_{21}&
  a_{22}& =b_{22}+c_{22}
\end{align}

\[\begin{gather*} a_1=b_1+c_1\\ a_2=b_2+c_2-d_2+e_2 \end{gather*}\] \[\begin{align} a_{11}& =b_{11}& a_{12}& =b_{12}\\ a_{21}& =b_{21}& a_{22}& =b_{22}+c_{22} \end{align}\]

Column Layout

Arrange content into columns of varying widths:

Motor Trend Car Road Tests

The data was extracted from the 1974 Motor Trend US magazine, and comprises fuel consumption and 10 aspects of automobile design and performance for 32 automobiles.

	mpg	cyl	disp	hp	wt
Mazda RX4	21.0	6	160	110	2.620
Mazda RX4 Wag	21.0	6	160	110	2.875
Datsun 710	22.8	4	108	93	2.320
Hornet 4 Drive	21.4	6	258	110	3.215
Hornet Sportabout	18.7	8	360	175	3.440
Valiant	18.1	6	225	105	3.460

Incremental Lists

Lists can optionally be displayed incrementally:

First item
Second item
Third item

Insert pauses to make other types of content display incrementally.

Fragments

Incremental text display and animation with fragments:

Fade in

Slide up while fading in

Slide left while fading in

Fade in then semi out

Strike

Highlight red

Slide Backgrounds

Set the background attribute on a slide to change the background color (all CSS color formats are supported).

Different background transitions are available via the background-transition option.

Media Backgrounds

You can also use the following as a slide background:

An image: background-image
A video: background-video
An iframe: background-iframe

Absolute Position

Position images or other elements at precise locations

Auto-Animate

Automatically animate matching elements across slides with Auto-Animate.

Auto-Animate

Automatically animate matching elements across slides with Auto-Animate.

Slide Transitions

The next few slides will transition using the slide transition

Transition	Description
`none`	No transition (default, switch instantly)
`fade`	Cross fade
`slide`	Slide horizontally
`convex`	Slide at a convex angle
`concave`	Slide at a concave angle
`zoom`	Scale the incoming slide so it grows in from the center of the screen.

	mpg	cyl	disp	hp	drat	wt	qsec	vs	am	gear	carb
Mazda RX4	21.0	6	160.0	110	3.90	2.620	16.46	0	1	4	4
Mazda RX4 Wag	21.0	6	160.0	110	3.90	2.875	17.02	0	1	4	4
Datsun 710	22.8	4	108.0	93	3.85	2.320	18.61	1	1	4	1
Hornet 4 Drive	21.4	6	258.0	110	3.08	3.215	19.44	1	0	3	1
Hornet Sportabout	18.7	8	360.0	175	3.15	3.440	17.02	0	0	3	2
Valiant	18.1	6	225.0	105	2.76	3.460	20.22	1	0	3	1
Duster 360	14.3	8	360.0	245	3.21	3.570	15.84	0	0	3	4
Merc 240D	24.4	4	146.7	62	3.69	3.190	20.00	1	0	4	2
Merc 230	22.8	4	140.8	95	3.92	3.150	22.90	1	0	4	2
Merc 280	19.2	6	167.6	123	3.92	3.440	18.30	1	0	4	4
Merc 280C	17.8	6	167.6	123	3.92	3.440	18.90	1	0	4	4
Merc 450SE	16.4	8	275.8	180	3.07	4.070	17.40	0	0	3	3
Merc 450SL	17.3	8	275.8	180	3.07	3.730	17.60	0	0	3	3
Merc 450SLC	15.2	8	275.8	180	3.07	3.780	18.00	0	0	3	3
Cadillac Fleetwood	10.4	8	472.0	205	2.93	5.250	17.98	0	0	3	4
Lincoln Continental	10.4	8	460.0	215	3.00	5.424	17.82	0	0	3	4
Chrysler Imperial	14.7	8	440.0	230	3.23	5.345	17.42	0	0	3	4
Fiat 128	32.4	4	78.7	66	4.08	2.200	19.47	1	1	4	1
Honda Civic	30.4	4	75.7	52	4.93	1.615	18.52	1	1	4	2
Toyota Corolla	33.9	4	71.1	65	4.22	1.835	19.90	1	1	4	1
Toyota Corona	21.5	4	120.1	97	3.70	2.465	20.01	1	0	3	1
Dodge Challenger	15.5	8	318.0	150	2.76	3.520	16.87	0	0	3	2
AMC Javelin	15.2	8	304.0	150	3.15	3.435	17.30	0	0	3	2
Camaro Z28	13.3	8	350.0	245	3.73	3.840	15.41	0	0	3	4
Pontiac Firebird	19.2	8	400.0	175	3.08	3.845	17.05	0	0	3	2
Fiat X1-9	27.3	4	79.0	66	4.08	1.935	18.90	1	1	4	1
Porsche 914-2	26.0	4	120.3	91	4.43	2.140	16.70	0	1	5	2
Lotus Europa	30.4	4	95.1	113	3.77	1.513	16.90	1	1	5	2
Ford Pantera L	15.8	8	351.0	264	4.22	3.170	14.50	0	1	5	4
Ferrari Dino	19.7	6	145.0	175	3.62	2.770	15.50	0	1	5	6
Maserati Bora	15.0	8	301.0	335	3.54	3.570	14.60	0	1	5	8
Volvo 142E	21.4	4	121.0	109	4.11	2.780	18.60	1	1	4	2

Interactive Slides

Include Jupyter widgets and htmlwidgets in your presentations

Interactive Slides

Turn presentations into applications with Observable and Shiny. Use component layout to position inputs and outputs.

viewof talentWeight = Inputs.range([-2, 2], { value: 0.7, step: 0.01, label: "talent weight" })
viewof looksWeight = Inputs.range([-2, 2], { value: 0.7, step: 0.01, label: "looks weight" })
viewof minimum = Inputs.range([-2, 2], { value: 1, step: 0.01, label: "min fame" })

import { plotActors } from './actors.js';
plotActors(actors, talentWeight, looksWeight, minimum)

Preview Links

Navigate to hyperlinks without disrupting the flow of your presentation.

Use the preview-links option to open links in an iframe on top of your slides. Try clicking the link below for a demonstration:

Matplotlib: Visualization with Python

Themes

10 Built-in Themes (or create your own)

Easy Navigation

Quickly jump to other parts of your presentation

Toggle the slide menu with the menu button (bottom left of slide) to go to other slides and access presentation tools.

You can also press m to toggle the menu open and closed.

Chalkboard

Free form drawing and slide annotations

Use the chalkboard button at the bottom left of the slide to toggle the chalkboard.

Use the notes canvas button at the bottom left of the slide to toggle drawing on top of the current slide.

You can also press b to toggle the chalkboard or c to toggle the notes canvas.

Point of View

Press o to toggle overview mode:

Hold down the Alt key (or Ctrl in Linux) and click on any element to zoom towards it—try it now on this slide.

Speaker View

Press s (or use the presentation menu) to open speaker view

Authoring Tools

Live side-by-side preview for any notebook or text editor including Jupyter and VS Code

Authoring Tools

RStudio includes an integrated presentation preview pane

And More…

Touch optimized (presentations look great on mobile, swipe to navigate slides)
Footer & Logo (optionally specify custom footer per-slide)
Auto-Slide (step through slides automatically, without any user input)
Multiplex (allows your audience to follow the slides of the presentation you are controlling on their own phone, tablet or laptop).