Quarto Presentations

Create beautiful interactive slide decks with Reveal.js

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
• Activating scroll view

…and much more

Pretty Code

• Over 20 syntax highlighting themes available
• Default theme optimized for accessibility

import random

def pick_teams(players: list) -> dict:
    pass

names = ["Alice", "Bob", "Carol", "Dave"]
teams = pick_teams(names)

Code Animations

• Over 20 syntax highlighting themes available
• Default theme optimized for accessibility

import random

def pick_teams(players: list) -> dict:
    random.shuffle(players)  # Shuffle the list randomly once
    mid = len(players) // 2
    team_a = players[:mid]
    team_b = players[mid:]
    return {"Team A": team_a, "Team B": team_b}

names = ["Alice", "Bob", "Carol", "Dave"]
teams = pick_teams(names)
print(teams)

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()

Data Visualization Section

The following slides showcase various Python visualization libraries and techniques

Basic Matplotlib Example

import seaborn as sns
import matplotlib.pyplot as plt

# Load the dataset
tips = sns.load_dataset("tips")

# Create the scatter plot
sns.scatterplot(data=tips, x="total_bill", y="tip", hue="time")
plt.title("Tips vs Total Bill")
plt.show()

Basic Matplotlib Example

Interactive Plotting with Plotly

import plotly.express as px
import pandas as pd

# Load the dataset
df = px.data.gapminder().query("year == 2007")

# Create an interactive scatter plot
fig = px.scatter(df, x="gdpPercap", y="lifeExp", 
                 size="pop", color="continent",
                 hover_name="country", log_x=True,
                 size_max=60)
fig

Interactive Plotting with Plotly

Advanced Matplotlib Visualization

import numpy as np
import matplotlib.pyplot as plt

# Generate data
x = np.linspace(0, 10, 100)
y1 = np.sin(x)
y2 = np.cos(x)

plt.style.use('seaborn-v0_8')
fig, ax = plt.subplots(figsize=(10, 6))

ax.plot(x, y1, label='Sin(x)', color='blue', linewidth=2)
ax.plot(x, y2, label='Cos(x)', color='red', linewidth=2)
ax.fill_between(x, y1, y2, alpha=0.2)

ax.set_title('Trigonometric Functions')
ax.set_xlabel('x')
ax.set_ylabel('y')
ax.legend()
ax.grid(True)

plt.show()

Seaborn Advanced Visualization

import seaborn as sns
import matplotlib.pyplot as plt

plt.style.use('seaborn-v0_8')

penguins = sns.load_dataset("penguins")

# Create a figure with subplots
fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 6))

# Plot 1: Violin plot
sns.violinplot(data=penguins, x="species", y="body_mass_g", ax=ax1)
ax1.set_title("Body Mass Distribution by Species")

# Plot 2: Box plot
sns.boxplot(data=penguins, x="species", y="flipper_length_mm", ax=ax2)
ax2.set_title("Flipper Length Distribution by Species")

plt.tight_layout()
plt.show()

Seaborn Advanced Visualization

Data Management Section

The following slides demonstrate data handling and presentation

Tables Example (Simple DataFrame)

	A	B	C
w	1	5	9
x	2	6	10
y	3	7	11
z	4	8	12

Tables Example (Great Tables)

from great_tables import GT, html
from great_tables.data import sza
import polars as pl
import polars.selectors as cs

sza_pivot = (
    pl.from_pandas(sza)
    .filter((pl.col("latitude") == "20") & (pl.col("tst") <= "1200"))
    .select(pl.col("*").exclude("latitude"))
    .drop_nulls()
    .pivot(values="sza", index="month", on="tst", sort_columns=True)
)

table = (
    GT(sza_pivot, rowname_col="month")
    .data_color(
        domain=[90, 0],
        palette=["rebeccapurple", "white", "orange"],
        na_color="white",
    )
    .tab_header(
        title="Solar Zenith Angles from 05:30 to 12:00",
        subtitle=html("Average monthly values at latitude of 20&deg;N."),
    )
    .sub_missing(missing_text="")
)

table

Tables Example (Great Tables)

Solar Zenith Angles from 05:30 to 12:00
Average monthly values at latitude of 20°N.
	0530	0600	0630	0700	0730	0800	0830	0900	0930	1000	1030	1100	1130	1200
jan				84.9	78.7	72.7	66.1	61.5	56.5	52.1	48.3	45.5	43.6	43.0
feb			88.9	82.5	75.8	69.6	63.3	57.7	52.2	47.4	43.1	40.0	37.8	37.2
mar			85.7	78.8	72.0	65.2	58.6	52.3	46.2	40.5	35.5	31.4	28.6	27.7
apr		88.5	81.5	74.4	67.4	60.3	53.4	46.5	39.7	33.2	26.9	21.3	17.2	15.5
may		85.0	78.2	71.2	64.3	57.2	50.2	43.2	36.1	29.1	26.1	15.2	8.8	5.0
jun	89.2	82.7	76.0	69.3	62.5	55.7	48.8	41.9	35.0	28.1	21.1	14.2	7.3	2.0
jul	88.8	82.3	75.7	69.1	62.3	55.5	48.7	41.8	35.0	28.1	21.2	14.3	7.7	3.1
aug		83.8	77.1	70.2	63.3	56.4	49.4	42.4	35.4	28.3	21.3	14.3	7.3	1.9
sep		87.2	80.2	73.2	66.1	59.1	52.1	45.1	38.1	31.3	24.7	18.6	13.7	11.6
oct			84.1	77.1	70.2	63.3	56.5	49.9	43.5	37.5	32.0	27.4	24.3	23.1
nov			87.8	81.3	74.5	68.3	61.8	56.0	50.2	45.3	40.7	37.4	35.1	34.4
dec				84.3	78.0	71.8	66.1	60.5	55.6	50.9	47.2	44.2	42.4	41.8

Column Layout with Data

Arrange content into columns of varying widths:

Penguins Dataset Analysis

The Palmer Penguins dataset contains size measurements for three penguin species observed on three islands in the Palmer Archipelago, Antarctica.

	species	island	bill_length_mm	bill_depth_mm	flipper_length_mm	body_mass_g	sex
0	Adelie	Torgersen	39.1	18.7	181.0	3750.0	Male
1	Adelie	Torgersen	39.5	17.4	186.0	3800.0	Female
2	Adelie	Torgersen	40.3	18.0	195.0	3250.0	Female
3	Adelie	Torgersen	NaN	NaN	NaN	NaN	NaN
4	Adelie	Torgersen	36.7	19.3	193.0	3450.0	Female
...	...	...	...	...	...	...	...
339	Gentoo	Biscoe	NaN	NaN	NaN	NaN	NaN
340	Gentoo	Biscoe	46.8	14.3	215.0	4850.0	Female
341	Gentoo	Biscoe	50.4	15.7	222.0	5750.0	Male
342	Gentoo	Biscoe	45.2	14.8	212.0	5200.0	Female
343	Gentoo	Biscoe	49.9	16.1	213.0	5400.0	Male

344 rows × 7 columns

Mathematical Content

The following slides showcase mathematical and LaTeX capabilities

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}

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

Presentation Features

The following slides demonstrate Reveal.js presentation capabilities

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.

Tabsets

• Plot
• Data

|     |   mpg |   cylinders |   displacement |   horsepower |   weight |   acceleration |   model_year | origin   | name                                 |
|----:|------:|------------:|---------------:|-------------:|---------:|---------------:|-------------:|:---------|:-------------------------------------|
|   0 |  18   |           8 |          307   |          130 |     3504 |           12   |           70 | usa      | chevrolet chevelle malibu            |
|   1 |  15   |           8 |          350   |          165 |     3693 |           11.5 |           70 | usa      | buick skylark 320                    |
|   2 |  18   |           8 |          318   |          150 |     3436 |           11   |           70 | usa      | plymouth satellite                   |
|   3 |  16   |           8 |          304   |          150 |     3433 |           12   |           70 | usa      | amc rebel sst                        |
|   4 |  17   |           8 |          302   |          140 |     3449 |           10.5 |           70 | usa      | ford torino                          |
|   5 |  15   |           8 |          429   |          198 |     4341 |           10   |           70 | usa      | ford galaxie 500                     |
|   6 |  14   |           8 |          454   |          220 |     4354 |            9   |           70 | usa      | chevrolet impala                     |
|   7 |  14   |           8 |          440   |          215 |     4312 |            8.5 |           70 | usa      | plymouth fury iii                    |
|   8 |  14   |           8 |          455   |          225 |     4425 |           10   |           70 | usa      | pontiac catalina                     |
|   9 |  15   |           8 |          390   |          190 |     3850 |            8.5 |           70 | usa      | amc ambassador dpl                   |
|  10 |  15   |           8 |          383   |          170 |     3563 |           10   |           70 | usa      | dodge challenger se                  |
|  11 |  14   |           8 |          340   |          160 |     3609 |            8   |           70 | usa      | plymouth 'cuda 340                   |
|  12 |  15   |           8 |          400   |          150 |     3761 |            9.5 |           70 | usa      | chevrolet monte carlo                |
|  13 |  14   |           8 |          455   |          225 |     3086 |           10   |           70 | usa      | buick estate wagon (sw)              |
|  14 |  24   |           4 |          113   |           95 |     2372 |           15   |           70 | japan    | toyota corona mark ii                |
|  15 |  22   |           6 |          198   |           95 |     2833 |           15.5 |           70 | usa      | plymouth duster                      |
|  16 |  18   |           6 |          199   |           97 |     2774 |           15.5 |           70 | usa      | amc hornet                           |
|  17 |  21   |           6 |          200   |           85 |     2587 |           16   |           70 | usa      | ford maverick                        |
|  18 |  27   |           4 |           97   |           88 |     2130 |           14.5 |           70 | japan    | datsun pl510                         |
|  19 |  26   |           4 |           97   |           46 |     1835 |           20.5 |           70 | europe   | volkswagen 1131 deluxe sedan         |
|  20 |  25   |           4 |          110   |           87 |     2672 |           17.5 |           70 | europe   | peugeot 504                          |
|  21 |  24   |           4 |          107   |           90 |     2430 |           14.5 |           70 | europe   | audi 100 ls                          |
|  22 |  25   |           4 |          104   |           95 |     2375 |           17.5 |           70 | europe   | saab 99e                             |
|  23 |  26   |           4 |          121   |          113 |     2234 |           12.5 |           70 | europe   | bmw 2002                             |
|  24 |  21   |           6 |          199   |           90 |     2648 |           15   |           70 | usa      | amc gremlin                          |
|  25 |  10   |           8 |          360   |          215 |     4615 |           14   |           70 | usa      | ford f250                            |
|  26 |  10   |           8 |          307   |          200 |     4376 |           15   |           70 | usa      | chevy c20                            |
|  27 |  11   |           8 |          318   |          210 |     4382 |           13.5 |           70 | usa      | dodge d200                           |
|  28 |   9   |           8 |          304   |          193 |     4732 |           18.5 |           70 | usa      | hi 1200d                             |
|  29 |  27   |           4 |           97   |           88 |     2130 |           14.5 |           71 | japan    | datsun pl510                         |
|  30 |  28   |           4 |          140   |           90 |     2264 |           15.5 |           71 | usa      | chevrolet vega 2300                  |
|  31 |  25   |           4 |          113   |           95 |     2228 |           14   |           71 | japan    | toyota corona                        |
|  32 |  25   |           4 |           98   |          nan |     2046 |           19   |           71 | usa      | ford pinto                           |
|  33 |  19   |           6 |          232   |          100 |     2634 |           13   |           71 | usa      | amc gremlin                          |
|  34 |  16   |           6 |          225   |          105 |     3439 |           15.5 |           71 | usa      | plymouth satellite custom            |
|  35 |  17   |           6 |          250   |          100 |     3329 |           15.5 |           71 | usa      | chevrolet chevelle malibu            |
|  36 |  19   |           6 |          250   |           88 |     3302 |           15.5 |           71 | usa      | ford torino 500                      |
|  37 |  18   |           6 |          232   |          100 |     3288 |           15.5 |           71 | usa      | amc matador                          |
|  38 |  14   |           8 |          350   |          165 |     4209 |           12   |           71 | usa      | chevrolet impala                     |
|  39 |  14   |           8 |          400   |          175 |     4464 |           11.5 |           71 | usa      | pontiac catalina brougham            |
|  40 |  14   |           8 |          351   |          153 |     4154 |           13.5 |           71 | usa      | ford galaxie 500                     |
|  41 |  14   |           8 |          318   |          150 |     4096 |           13   |           71 | usa      | plymouth fury iii                    |
|  42 |  12   |           8 |          383   |          180 |     4955 |           11.5 |           71 | usa      | dodge monaco (sw)                    |
|  43 |  13   |           8 |          400   |          170 |     4746 |           12   |           71 | usa      | ford country squire (sw)             |
|  44 |  13   |           8 |          400   |          175 |     5140 |           12   |           71 | usa      | pontiac safari (sw)                  |
|  45 |  18   |           6 |          258   |          110 |     2962 |           13.5 |           71 | usa      | amc hornet sportabout (sw)           |
|  46 |  22   |           4 |          140   |           72 |     2408 |           19   |           71 | usa      | chevrolet vega (sw)                  |
|  47 |  19   |           6 |          250   |          100 |     3282 |           15   |           71 | usa      | pontiac firebird                     |
|  48 |  18   |           6 |          250   |           88 |     3139 |           14.5 |           71 | usa      | ford mustang                         |
|  49 |  23   |           4 |          122   |           86 |     2220 |           14   |           71 | usa      | mercury capri 2000                   |
|  50 |  28   |           4 |          116   |           90 |     2123 |           14   |           71 | europe   | opel 1900                            |
|  51 |  30   |           4 |           79   |           70 |     2074 |           19.5 |           71 | europe   | peugeot 304                          |
|  52 |  30   |           4 |           88   |           76 |     2065 |           14.5 |           71 | europe   | fiat 124b                            |
|  53 |  31   |           4 |           71   |           65 |     1773 |           19   |           71 | japan    | toyota corolla 1200                  |
|  54 |  35   |           4 |           72   |           69 |     1613 |           18   |           71 | japan    | datsun 1200                          |
|  55 |  27   |           4 |           97   |           60 |     1834 |           19   |           71 | europe   | volkswagen model 111                 |
|  56 |  26   |           4 |           91   |           70 |     1955 |           20.5 |           71 | usa      | plymouth cricket                     |
|  57 |  24   |           4 |          113   |           95 |     2278 |           15.5 |           72 | japan    | toyota corona hardtop                |
|  58 |  25   |           4 |           97.5 |           80 |     2126 |           17   |           72 | usa      | dodge colt hardtop                   |
|  59 |  23   |           4 |           97   |           54 |     2254 |           23.5 |           72 | europe   | volkswagen type 3                    |
|  60 |  20   |           4 |          140   |           90 |     2408 |           19.5 |           72 | usa      | chevrolet vega                       |
|  61 |  21   |           4 |          122   |           86 |     2226 |           16.5 |           72 | usa      | ford pinto runabout                  |
|  62 |  13   |           8 |          350   |          165 |     4274 |           12   |           72 | usa      | chevrolet impala                     |
|  63 |  14   |           8 |          400   |          175 |     4385 |           12   |           72 | usa      | pontiac catalina                     |
|  64 |  15   |           8 |          318   |          150 |     4135 |           13.5 |           72 | usa      | plymouth fury iii                    |
|  65 |  14   |           8 |          351   |          153 |     4129 |           13   |           72 | usa      | ford galaxie 500                     |
|  66 |  17   |           8 |          304   |          150 |     3672 |           11.5 |           72 | usa      | amc ambassador sst                   |
|  67 |  11   |           8 |          429   |          208 |     4633 |           11   |           72 | usa      | mercury marquis                      |
|  68 |  13   |           8 |          350   |          155 |     4502 |           13.5 |           72 | usa      | buick lesabre custom                 |
|  69 |  12   |           8 |          350   |          160 |     4456 |           13.5 |           72 | usa      | oldsmobile delta 88 royale           |
|  70 |  13   |           8 |          400   |          190 |     4422 |           12.5 |           72 | usa      | chrysler newport royal               |
|  71 |  19   |           3 |           70   |           97 |     2330 |           13.5 |           72 | japan    | mazda rx2 coupe                      |
|  72 |  15   |           8 |          304   |          150 |     3892 |           12.5 |           72 | usa      | amc matador (sw)                     |
|  73 |  13   |           8 |          307   |          130 |     4098 |           14   |           72 | usa      | chevrolet chevelle concours (sw)     |
|  74 |  13   |           8 |          302   |          140 |     4294 |           16   |           72 | usa      | ford gran torino (sw)                |
|  75 |  14   |           8 |          318   |          150 |     4077 |           14   |           72 | usa      | plymouth satellite custom (sw)       |
|  76 |  18   |           4 |          121   |          112 |     2933 |           14.5 |           72 | europe   | volvo 145e (sw)                      |
|  77 |  22   |           4 |          121   |           76 |     2511 |           18   |           72 | europe   | volkswagen 411 (sw)                  |
|  78 |  21   |           4 |          120   |           87 |     2979 |           19.5 |           72 | europe   | peugeot 504 (sw)                     |
|  79 |  26   |           4 |           96   |           69 |     2189 |           18   |           72 | europe   | renault 12 (sw)                      |
|  80 |  22   |           4 |          122   |           86 |     2395 |           16   |           72 | usa      | ford pinto (sw)                      |
|  81 |  28   |           4 |           97   |           92 |     2288 |           17   |           72 | japan    | datsun 510 (sw)                      |
|  82 |  23   |           4 |          120   |           97 |     2506 |           14.5 |           72 | japan    | toyouta corona mark ii (sw)          |
|  83 |  28   |           4 |           98   |           80 |     2164 |           15   |           72 | usa      | dodge colt (sw)                      |
|  84 |  27   |           4 |           97   |           88 |     2100 |           16.5 |           72 | japan    | toyota corolla 1600 (sw)             |
|  85 |  13   |           8 |          350   |          175 |     4100 |           13   |           73 | usa      | buick century 350                    |
|  86 |  14   |           8 |          304   |          150 |     3672 |           11.5 |           73 | usa      | amc matador                          |
|  87 |  13   |           8 |          350   |          145 |     3988 |           13   |           73 | usa      | chevrolet malibu                     |
|  88 |  14   |           8 |          302   |          137 |     4042 |           14.5 |           73 | usa      | ford gran torino                     |
|  89 |  15   |           8 |          318   |          150 |     3777 |           12.5 |           73 | usa      | dodge coronet custom                 |
|  90 |  12   |           8 |          429   |          198 |     4952 |           11.5 |           73 | usa      | mercury marquis brougham             |
|  91 |  13   |           8 |          400   |          150 |     4464 |           12   |           73 | usa      | chevrolet caprice classic            |
|  92 |  13   |           8 |          351   |          158 |     4363 |           13   |           73 | usa      | ford ltd                             |
|  93 |  14   |           8 |          318   |          150 |     4237 |           14.5 |           73 | usa      | plymouth fury gran sedan             |
|  94 |  13   |           8 |          440   |          215 |     4735 |           11   |           73 | usa      | chrysler new yorker brougham         |
|  95 |  12   |           8 |          455   |          225 |     4951 |           11   |           73 | usa      | buick electra 225 custom             |
|  96 |  13   |           8 |          360   |          175 |     3821 |           11   |           73 | usa      | amc ambassador brougham              |
|  97 |  18   |           6 |          225   |          105 |     3121 |           16.5 |           73 | usa      | plymouth valiant                     |
|  98 |  16   |           6 |          250   |          100 |     3278 |           18   |           73 | usa      | chevrolet nova custom                |
|  99 |  18   |           6 |          232   |          100 |     2945 |           16   |           73 | usa      | amc hornet                           |
| 100 |  18   |           6 |          250   |           88 |     3021 |           16.5 |           73 | usa      | ford maverick                        |
| 101 |  23   |           6 |          198   |           95 |     2904 |           16   |           73 | usa      | plymouth duster                      |
| 102 |  26   |           4 |           97   |           46 |     1950 |           21   |           73 | europe   | volkswagen super beetle              |
| 103 |  11   |           8 |          400   |          150 |     4997 |           14   |           73 | usa      | chevrolet impala                     |
| 104 |  12   |           8 |          400   |          167 |     4906 |           12.5 |           73 | usa      | ford country                         |
| 105 |  13   |           8 |          360   |          170 |     4654 |           13   |           73 | usa      | plymouth custom suburb               |
| 106 |  12   |           8 |          350   |          180 |     4499 |           12.5 |           73 | usa      | oldsmobile vista cruiser             |
| 107 |  18   |           6 |          232   |          100 |     2789 |           15   |           73 | usa      | amc gremlin                          |
| 108 |  20   |           4 |           97   |           88 |     2279 |           19   |           73 | japan    | toyota carina                        |
| 109 |  21   |           4 |          140   |           72 |     2401 |           19.5 |           73 | usa      | chevrolet vega                       |
| 110 |  22   |           4 |          108   |           94 |     2379 |           16.5 |           73 | japan    | datsun 610                           |
| 111 |  18   |           3 |           70   |           90 |     2124 |           13.5 |           73 | japan    | maxda rx3                            |
| 112 |  19   |           4 |          122   |           85 |     2310 |           18.5 |           73 | usa      | ford pinto                           |
| 113 |  21   |           6 |          155   |          107 |     2472 |           14   |           73 | usa      | mercury capri v6                     |
| 114 |  26   |           4 |           98   |           90 |     2265 |           15.5 |           73 | europe   | fiat 124 sport coupe                 |
| 115 |  15   |           8 |          350   |          145 |     4082 |           13   |           73 | usa      | chevrolet monte carlo s              |
| 116 |  16   |           8 |          400   |          230 |     4278 |            9.5 |           73 | usa      | pontiac grand prix                   |
| 117 |  29   |           4 |           68   |           49 |     1867 |           19.5 |           73 | europe   | fiat 128                             |
| 118 |  24   |           4 |          116   |           75 |     2158 |           15.5 |           73 | europe   | opel manta                           |
| 119 |  20   |           4 |          114   |           91 |     2582 |           14   |           73 | europe   | audi 100ls                           |
| 120 |  19   |           4 |          121   |          112 |     2868 |           15.5 |           73 | europe   | volvo 144ea                          |
| 121 |  15   |           8 |          318   |          150 |     3399 |           11   |           73 | usa      | dodge dart custom                    |
| 122 |  24   |           4 |          121   |          110 |     2660 |           14   |           73 | europe   | saab 99le                            |
| 123 |  20   |           6 |          156   |          122 |     2807 |           13.5 |           73 | japan    | toyota mark ii                       |
| 124 |  11   |           8 |          350   |          180 |     3664 |           11   |           73 | usa      | oldsmobile omega                     |
| 125 |  20   |           6 |          198   |           95 |     3102 |           16.5 |           74 | usa      | plymouth duster                      |
| 126 |  21   |           6 |          200   |          nan |     2875 |           17   |           74 | usa      | ford maverick                        |
| 127 |  19   |           6 |          232   |          100 |     2901 |           16   |           74 | usa      | amc hornet                           |
| 128 |  15   |           6 |          250   |          100 |     3336 |           17   |           74 | usa      | chevrolet nova                       |
| 129 |  31   |           4 |           79   |           67 |     1950 |           19   |           74 | japan    | datsun b210                          |
| 130 |  26   |           4 |          122   |           80 |     2451 |           16.5 |           74 | usa      | ford pinto                           |
| 131 |  32   |           4 |           71   |           65 |     1836 |           21   |           74 | japan    | toyota corolla 1200                  |
| 132 |  25   |           4 |          140   |           75 |     2542 |           17   |           74 | usa      | chevrolet vega                       |
| 133 |  16   |           6 |          250   |          100 |     3781 |           17   |           74 | usa      | chevrolet chevelle malibu classic    |
| 134 |  16   |           6 |          258   |          110 |     3632 |           18   |           74 | usa      | amc matador                          |
| 135 |  18   |           6 |          225   |          105 |     3613 |           16.5 |           74 | usa      | plymouth satellite sebring           |
| 136 |  16   |           8 |          302   |          140 |     4141 |           14   |           74 | usa      | ford gran torino                     |
| 137 |  13   |           8 |          350   |          150 |     4699 |           14.5 |           74 | usa      | buick century luxus (sw)             |
| 138 |  14   |           8 |          318   |          150 |     4457 |           13.5 |           74 | usa      | dodge coronet custom (sw)            |
| 139 |  14   |           8 |          302   |          140 |     4638 |           16   |           74 | usa      | ford gran torino (sw)                |
| 140 |  14   |           8 |          304   |          150 |     4257 |           15.5 |           74 | usa      | amc matador (sw)                     |
| 141 |  29   |           4 |           98   |           83 |     2219 |           16.5 |           74 | europe   | audi fox                             |
| 142 |  26   |           4 |           79   |           67 |     1963 |           15.5 |           74 | europe   | volkswagen dasher                    |
| 143 |  26   |           4 |           97   |           78 |     2300 |           14.5 |           74 | europe   | opel manta                           |
| 144 |  31   |           4 |           76   |           52 |     1649 |           16.5 |           74 | japan    | toyota corona                        |
| 145 |  32   |           4 |           83   |           61 |     2003 |           19   |           74 | japan    | datsun 710                           |
| 146 |  28   |           4 |           90   |           75 |     2125 |           14.5 |           74 | usa      | dodge colt                           |
| 147 |  24   |           4 |           90   |           75 |     2108 |           15.5 |           74 | europe   | fiat 128                             |
| 148 |  26   |           4 |          116   |           75 |     2246 |           14   |           74 | europe   | fiat 124 tc                          |
| 149 |  24   |           4 |          120   |           97 |     2489 |           15   |           74 | japan    | honda civic                          |
| 150 |  26   |           4 |          108   |           93 |     2391 |           15.5 |           74 | japan    | subaru                               |
| 151 |  31   |           4 |           79   |           67 |     2000 |           16   |           74 | europe   | fiat x1.9                            |
| 152 |  19   |           6 |          225   |           95 |     3264 |           16   |           75 | usa      | plymouth valiant custom              |
| 153 |  18   |           6 |          250   |          105 |     3459 |           16   |           75 | usa      | chevrolet nova                       |
| 154 |  15   |           6 |          250   |           72 |     3432 |           21   |           75 | usa      | mercury monarch                      |
| 155 |  15   |           6 |          250   |           72 |     3158 |           19.5 |           75 | usa      | ford maverick                        |
| 156 |  16   |           8 |          400   |          170 |     4668 |           11.5 |           75 | usa      | pontiac catalina                     |
| 157 |  15   |           8 |          350   |          145 |     4440 |           14   |           75 | usa      | chevrolet bel air                    |
| 158 |  16   |           8 |          318   |          150 |     4498 |           14.5 |           75 | usa      | plymouth grand fury                  |
| 159 |  14   |           8 |          351   |          148 |     4657 |           13.5 |           75 | usa      | ford ltd                             |
| 160 |  17   |           6 |          231   |          110 |     3907 |           21   |           75 | usa      | buick century                        |
| 161 |  16   |           6 |          250   |          105 |     3897 |           18.5 |           75 | usa      | chevroelt chevelle malibu            |
| 162 |  15   |           6 |          258   |          110 |     3730 |           19   |           75 | usa      | amc matador                          |
| 163 |  18   |           6 |          225   |           95 |     3785 |           19   |           75 | usa      | plymouth fury                        |
| 164 |  21   |           6 |          231   |          110 |     3039 |           15   |           75 | usa      | buick skyhawk                        |
| 165 |  20   |           8 |          262   |          110 |     3221 |           13.5 |           75 | usa      | chevrolet monza 2+2                  |
| 166 |  13   |           8 |          302   |          129 |     3169 |           12   |           75 | usa      | ford mustang ii                      |
| 167 |  29   |           4 |           97   |           75 |     2171 |           16   |           75 | japan    | toyota corolla                       |
| 168 |  23   |           4 |          140   |           83 |     2639 |           17   |           75 | usa      | ford pinto                           |
| 169 |  20   |           6 |          232   |          100 |     2914 |           16   |           75 | usa      | amc gremlin                          |
| 170 |  23   |           4 |          140   |           78 |     2592 |           18.5 |           75 | usa      | pontiac astro                        |
| 171 |  24   |           4 |          134   |           96 |     2702 |           13.5 |           75 | japan    | toyota corona                        |
| 172 |  25   |           4 |           90   |           71 |     2223 |           16.5 |           75 | europe   | volkswagen dasher                    |
| 173 |  24   |           4 |          119   |           97 |     2545 |           17   |           75 | japan    | datsun 710                           |
| 174 |  18   |           6 |          171   |           97 |     2984 |           14.5 |           75 | usa      | ford pinto                           |
| 175 |  29   |           4 |           90   |           70 |     1937 |           14   |           75 | europe   | volkswagen rabbit                    |
| 176 |  19   |           6 |          232   |           90 |     3211 |           17   |           75 | usa      | amc pacer                            |
| 177 |  23   |           4 |          115   |           95 |     2694 |           15   |           75 | europe   | audi 100ls                           |
| 178 |  23   |           4 |          120   |           88 |     2957 |           17   |           75 | europe   | peugeot 504                          |
| 179 |  22   |           4 |          121   |           98 |     2945 |           14.5 |           75 | europe   | volvo 244dl                          |
| 180 |  25   |           4 |          121   |          115 |     2671 |           13.5 |           75 | europe   | saab 99le                            |
| 181 |  33   |           4 |           91   |           53 |     1795 |           17.5 |           75 | japan    | honda civic cvcc                     |
| 182 |  28   |           4 |          107   |           86 |     2464 |           15.5 |           76 | europe   | fiat 131                             |
| 183 |  25   |           4 |          116   |           81 |     2220 |           16.9 |           76 | europe   | opel 1900                            |
| 184 |  25   |           4 |          140   |           92 |     2572 |           14.9 |           76 | usa      | capri ii                             |
| 185 |  26   |           4 |           98   |           79 |     2255 |           17.7 |           76 | usa      | dodge colt                           |
| 186 |  27   |           4 |          101   |           83 |     2202 |           15.3 |           76 | europe   | renault 12tl                         |
| 187 |  17.5 |           8 |          305   |          140 |     4215 |           13   |           76 | usa      | chevrolet chevelle malibu classic    |
| 188 |  16   |           8 |          318   |          150 |     4190 |           13   |           76 | usa      | dodge coronet brougham               |
| 189 |  15.5 |           8 |          304   |          120 |     3962 |           13.9 |           76 | usa      | amc matador                          |
| 190 |  14.5 |           8 |          351   |          152 |     4215 |           12.8 |           76 | usa      | ford gran torino                     |
| 191 |  22   |           6 |          225   |          100 |     3233 |           15.4 |           76 | usa      | plymouth valiant                     |
| 192 |  22   |           6 |          250   |          105 |     3353 |           14.5 |           76 | usa      | chevrolet nova                       |
| 193 |  24   |           6 |          200   |           81 |     3012 |           17.6 |           76 | usa      | ford maverick                        |
| 194 |  22.5 |           6 |          232   |           90 |     3085 |           17.6 |           76 | usa      | amc hornet                           |
| 195 |  29   |           4 |           85   |           52 |     2035 |           22.2 |           76 | usa      | chevrolet chevette                   |
| 196 |  24.5 |           4 |           98   |           60 |     2164 |           22.1 |           76 | usa      | chevrolet woody                      |
| 197 |  29   |           4 |           90   |           70 |     1937 |           14.2 |           76 | europe   | vw rabbit                            |
| 198 |  33   |           4 |           91   |           53 |     1795 |           17.4 |           76 | japan    | honda civic                          |
| 199 |  20   |           6 |          225   |          100 |     3651 |           17.7 |           76 | usa      | dodge aspen se                       |
| 200 |  18   |           6 |          250   |           78 |     3574 |           21   |           76 | usa      | ford granada ghia                    |
| 201 |  18.5 |           6 |          250   |          110 |     3645 |           16.2 |           76 | usa      | pontiac ventura sj                   |
| 202 |  17.5 |           6 |          258   |           95 |     3193 |           17.8 |           76 | usa      | amc pacer d/l                        |
| 203 |  29.5 |           4 |           97   |           71 |     1825 |           12.2 |           76 | europe   | volkswagen rabbit                    |
| 204 |  32   |           4 |           85   |           70 |     1990 |           17   |           76 | japan    | datsun b-210                         |
| 205 |  28   |           4 |           97   |           75 |     2155 |           16.4 |           76 | japan    | toyota corolla                       |
| 206 |  26.5 |           4 |          140   |           72 |     2565 |           13.6 |           76 | usa      | ford pinto                           |
| 207 |  20   |           4 |          130   |          102 |     3150 |           15.7 |           76 | europe   | volvo 245                            |
| 208 |  13   |           8 |          318   |          150 |     3940 |           13.2 |           76 | usa      | plymouth volare premier v8           |
| 209 |  19   |           4 |          120   |           88 |     3270 |           21.9 |           76 | europe   | peugeot 504                          |
| 210 |  19   |           6 |          156   |          108 |     2930 |           15.5 |           76 | japan    | toyota mark ii                       |
| 211 |  16.5 |           6 |          168   |          120 |     3820 |           16.7 |           76 | europe   | mercedes-benz 280s                   |
| 212 |  16.5 |           8 |          350   |          180 |     4380 |           12.1 |           76 | usa      | cadillac seville                     |
| 213 |  13   |           8 |          350   |          145 |     4055 |           12   |           76 | usa      | chevy c10                            |
| 214 |  13   |           8 |          302   |          130 |     3870 |           15   |           76 | usa      | ford f108                            |
| 215 |  13   |           8 |          318   |          150 |     3755 |           14   |           76 | usa      | dodge d100                           |
| 216 |  31.5 |           4 |           98   |           68 |     2045 |           18.5 |           77 | japan    | honda accord cvcc                    |
| 217 |  30   |           4 |          111   |           80 |     2155 |           14.8 |           77 | usa      | buick opel isuzu deluxe              |
| 218 |  36   |           4 |           79   |           58 |     1825 |           18.6 |           77 | europe   | renault 5 gtl                        |
| 219 |  25.5 |           4 |          122   |           96 |     2300 |           15.5 |           77 | usa      | plymouth arrow gs                    |
| 220 |  33.5 |           4 |           85   |           70 |     1945 |           16.8 |           77 | japan    | datsun f-10 hatchback                |
| 221 |  17.5 |           8 |          305   |          145 |     3880 |           12.5 |           77 | usa      | chevrolet caprice classic            |
| 222 |  17   |           8 |          260   |          110 |     4060 |           19   |           77 | usa      | oldsmobile cutlass supreme           |
| 223 |  15.5 |           8 |          318   |          145 |     4140 |           13.7 |           77 | usa      | dodge monaco brougham                |
| 224 |  15   |           8 |          302   |          130 |     4295 |           14.9 |           77 | usa      | mercury cougar brougham              |
| 225 |  17.5 |           6 |          250   |          110 |     3520 |           16.4 |           77 | usa      | chevrolet concours                   |
| 226 |  20.5 |           6 |          231   |          105 |     3425 |           16.9 |           77 | usa      | buick skylark                        |
| 227 |  19   |           6 |          225   |          100 |     3630 |           17.7 |           77 | usa      | plymouth volare custom               |
| 228 |  18.5 |           6 |          250   |           98 |     3525 |           19   |           77 | usa      | ford granada                         |
| 229 |  16   |           8 |          400   |          180 |     4220 |           11.1 |           77 | usa      | pontiac grand prix lj                |
| 230 |  15.5 |           8 |          350   |          170 |     4165 |           11.4 |           77 | usa      | chevrolet monte carlo landau         |
| 231 |  15.5 |           8 |          400   |          190 |     4325 |           12.2 |           77 | usa      | chrysler cordoba                     |
| 232 |  16   |           8 |          351   |          149 |     4335 |           14.5 |           77 | usa      | ford thunderbird                     |
| 233 |  29   |           4 |           97   |           78 |     1940 |           14.5 |           77 | europe   | volkswagen rabbit custom             |
| 234 |  24.5 |           4 |          151   |           88 |     2740 |           16   |           77 | usa      | pontiac sunbird coupe                |
| 235 |  26   |           4 |           97   |           75 |     2265 |           18.2 |           77 | japan    | toyota corolla liftback              |
| 236 |  25.5 |           4 |          140   |           89 |     2755 |           15.8 |           77 | usa      | ford mustang ii 2+2                  |
| 237 |  30.5 |           4 |           98   |           63 |     2051 |           17   |           77 | usa      | chevrolet chevette                   |
| 238 |  33.5 |           4 |           98   |           83 |     2075 |           15.9 |           77 | usa      | dodge colt m/m                       |
| 239 |  30   |           4 |           97   |           67 |     1985 |           16.4 |           77 | japan    | subaru dl                            |
| 240 |  30.5 |           4 |           97   |           78 |     2190 |           14.1 |           77 | europe   | volkswagen dasher                    |
| 241 |  22   |           6 |          146   |           97 |     2815 |           14.5 |           77 | japan    | datsun 810                           |
| 242 |  21.5 |           4 |          121   |          110 |     2600 |           12.8 |           77 | europe   | bmw 320i                             |
| 243 |  21.5 |           3 |           80   |          110 |     2720 |           13.5 |           77 | japan    | mazda rx-4                           |
| 244 |  43.1 |           4 |           90   |           48 |     1985 |           21.5 |           78 | europe   | volkswagen rabbit custom diesel      |
| 245 |  36.1 |           4 |           98   |           66 |     1800 |           14.4 |           78 | usa      | ford fiesta                          |
| 246 |  32.8 |           4 |           78   |           52 |     1985 |           19.4 |           78 | japan    | mazda glc deluxe                     |
| 247 |  39.4 |           4 |           85   |           70 |     2070 |           18.6 |           78 | japan    | datsun b210 gx                       |
| 248 |  36.1 |           4 |           91   |           60 |     1800 |           16.4 |           78 | japan    | honda civic cvcc                     |
| 249 |  19.9 |           8 |          260   |          110 |     3365 |           15.5 |           78 | usa      | oldsmobile cutlass salon brougham    |
| 250 |  19.4 |           8 |          318   |          140 |     3735 |           13.2 |           78 | usa      | dodge diplomat                       |
| 251 |  20.2 |           8 |          302   |          139 |     3570 |           12.8 |           78 | usa      | mercury monarch ghia                 |
| 252 |  19.2 |           6 |          231   |          105 |     3535 |           19.2 |           78 | usa      | pontiac phoenix lj                   |
| 253 |  20.5 |           6 |          200   |           95 |     3155 |           18.2 |           78 | usa      | chevrolet malibu                     |
| 254 |  20.2 |           6 |          200   |           85 |     2965 |           15.8 |           78 | usa      | ford fairmont (auto)                 |
| 255 |  25.1 |           4 |          140   |           88 |     2720 |           15.4 |           78 | usa      | ford fairmont (man)                  |
| 256 |  20.5 |           6 |          225   |          100 |     3430 |           17.2 |           78 | usa      | plymouth volare                      |
| 257 |  19.4 |           6 |          232   |           90 |     3210 |           17.2 |           78 | usa      | amc concord                          |
| 258 |  20.6 |           6 |          231   |          105 |     3380 |           15.8 |           78 | usa      | buick century special                |
| 259 |  20.8 |           6 |          200   |           85 |     3070 |           16.7 |           78 | usa      | mercury zephyr                       |
| 260 |  18.6 |           6 |          225   |          110 |     3620 |           18.7 |           78 | usa      | dodge aspen                          |
| 261 |  18.1 |           6 |          258   |          120 |     3410 |           15.1 |           78 | usa      | amc concord d/l                      |
| 262 |  19.2 |           8 |          305   |          145 |     3425 |           13.2 |           78 | usa      | chevrolet monte carlo landau         |
| 263 |  17.7 |           6 |          231   |          165 |     3445 |           13.4 |           78 | usa      | buick regal sport coupe (turbo)      |
| 264 |  18.1 |           8 |          302   |          139 |     3205 |           11.2 |           78 | usa      | ford futura                          |
| 265 |  17.5 |           8 |          318   |          140 |     4080 |           13.7 |           78 | usa      | dodge magnum xe                      |
| 266 |  30   |           4 |           98   |           68 |     2155 |           16.5 |           78 | usa      | chevrolet chevette                   |
| 267 |  27.5 |           4 |          134   |           95 |     2560 |           14.2 |           78 | japan    | toyota corona                        |
| 268 |  27.2 |           4 |          119   |           97 |     2300 |           14.7 |           78 | japan    | datsun 510                           |
| 269 |  30.9 |           4 |          105   |           75 |     2230 |           14.5 |           78 | usa      | dodge omni                           |
| 270 |  21.1 |           4 |          134   |           95 |     2515 |           14.8 |           78 | japan    | toyota celica gt liftback            |
| 271 |  23.2 |           4 |          156   |          105 |     2745 |           16.7 |           78 | usa      | plymouth sapporo                     |
| 272 |  23.8 |           4 |          151   |           85 |     2855 |           17.6 |           78 | usa      | oldsmobile starfire sx               |
| 273 |  23.9 |           4 |          119   |           97 |     2405 |           14.9 |           78 | japan    | datsun 200-sx                        |
| 274 |  20.3 |           5 |          131   |          103 |     2830 |           15.9 |           78 | europe   | audi 5000                            |
| 275 |  17   |           6 |          163   |          125 |     3140 |           13.6 |           78 | europe   | volvo 264gl                          |
| 276 |  21.6 |           4 |          121   |          115 |     2795 |           15.7 |           78 | europe   | saab 99gle                           |
| 277 |  16.2 |           6 |          163   |          133 |     3410 |           15.8 |           78 | europe   | peugeot 604sl                        |
| 278 |  31.5 |           4 |           89   |           71 |     1990 |           14.9 |           78 | europe   | volkswagen scirocco                  |
| 279 |  29.5 |           4 |           98   |           68 |     2135 |           16.6 |           78 | japan    | honda accord lx                      |
| 280 |  21.5 |           6 |          231   |          115 |     3245 |           15.4 |           79 | usa      | pontiac lemans v6                    |
| 281 |  19.8 |           6 |          200   |           85 |     2990 |           18.2 |           79 | usa      | mercury zephyr 6                     |
| 282 |  22.3 |           4 |          140   |           88 |     2890 |           17.3 |           79 | usa      | ford fairmont 4                      |
| 283 |  20.2 |           6 |          232   |           90 |     3265 |           18.2 |           79 | usa      | amc concord dl 6                     |
| 284 |  20.6 |           6 |          225   |          110 |     3360 |           16.6 |           79 | usa      | dodge aspen 6                        |
| 285 |  17   |           8 |          305   |          130 |     3840 |           15.4 |           79 | usa      | chevrolet caprice classic            |
| 286 |  17.6 |           8 |          302   |          129 |     3725 |           13.4 |           79 | usa      | ford ltd landau                      |
| 287 |  16.5 |           8 |          351   |          138 |     3955 |           13.2 |           79 | usa      | mercury grand marquis                |
| 288 |  18.2 |           8 |          318   |          135 |     3830 |           15.2 |           79 | usa      | dodge st. regis                      |
| 289 |  16.9 |           8 |          350   |          155 |     4360 |           14.9 |           79 | usa      | buick estate wagon (sw)              |
| 290 |  15.5 |           8 |          351   |          142 |     4054 |           14.3 |           79 | usa      | ford country squire (sw)             |
| 291 |  19.2 |           8 |          267   |          125 |     3605 |           15   |           79 | usa      | chevrolet malibu classic (sw)        |
| 292 |  18.5 |           8 |          360   |          150 |     3940 |           13   |           79 | usa      | chrysler lebaron town @ country (sw) |
| 293 |  31.9 |           4 |           89   |           71 |     1925 |           14   |           79 | europe   | vw rabbit custom                     |
| 294 |  34.1 |           4 |           86   |           65 |     1975 |           15.2 |           79 | japan    | maxda glc deluxe                     |
| 295 |  35.7 |           4 |           98   |           80 |     1915 |           14.4 |           79 | usa      | dodge colt hatchback custom          |
| 296 |  27.4 |           4 |          121   |           80 |     2670 |           15   |           79 | usa      | amc spirit dl                        |
| 297 |  25.4 |           5 |          183   |           77 |     3530 |           20.1 |           79 | europe   | mercedes benz 300d                   |
| 298 |  23   |           8 |          350   |          125 |     3900 |           17.4 |           79 | usa      | cadillac eldorado                    |
| 299 |  27.2 |           4 |          141   |           71 |     3190 |           24.8 |           79 | europe   | peugeot 504                          |
| 300 |  23.9 |           8 |          260   |           90 |     3420 |           22.2 |           79 | usa      | oldsmobile cutlass salon brougham    |
| 301 |  34.2 |           4 |          105   |           70 |     2200 |           13.2 |           79 | usa      | plymouth horizon                     |
| 302 |  34.5 |           4 |          105   |           70 |     2150 |           14.9 |           79 | usa      | plymouth horizon tc3                 |
| 303 |  31.8 |           4 |           85   |           65 |     2020 |           19.2 |           79 | japan    | datsun 210                           |
| 304 |  37.3 |           4 |           91   |           69 |     2130 |           14.7 |           79 | europe   | fiat strada custom                   |
| 305 |  28.4 |           4 |          151   |           90 |     2670 |           16   |           79 | usa      | buick skylark limited                |
| 306 |  28.8 |           6 |          173   |          115 |     2595 |           11.3 |           79 | usa      | chevrolet citation                   |
| 307 |  26.8 |           6 |          173   |          115 |     2700 |           12.9 |           79 | usa      | oldsmobile omega brougham            |
| 308 |  33.5 |           4 |          151   |           90 |     2556 |           13.2 |           79 | usa      | pontiac phoenix                      |
| 309 |  41.5 |           4 |           98   |           76 |     2144 |           14.7 |           80 | europe   | vw rabbit                            |
| 310 |  38.1 |           4 |           89   |           60 |     1968 |           18.8 |           80 | japan    | toyota corolla tercel                |
| 311 |  32.1 |           4 |           98   |           70 |     2120 |           15.5 |           80 | usa      | chevrolet chevette                   |
| 312 |  37.2 |           4 |           86   |           65 |     2019 |           16.4 |           80 | japan    | datsun 310                           |
| 313 |  28   |           4 |          151   |           90 |     2678 |           16.5 |           80 | usa      | chevrolet citation                   |
| 314 |  26.4 |           4 |          140   |           88 |     2870 |           18.1 |           80 | usa      | ford fairmont                        |
| 315 |  24.3 |           4 |          151   |           90 |     3003 |           20.1 |           80 | usa      | amc concord                          |
| 316 |  19.1 |           6 |          225   |           90 |     3381 |           18.7 |           80 | usa      | dodge aspen                          |
| 317 |  34.3 |           4 |           97   |           78 |     2188 |           15.8 |           80 | europe   | audi 4000                            |
| 318 |  29.8 |           4 |          134   |           90 |     2711 |           15.5 |           80 | japan    | toyota corona liftback               |
| 319 |  31.3 |           4 |          120   |           75 |     2542 |           17.5 |           80 | japan    | mazda 626                            |
| 320 |  37   |           4 |          119   |           92 |     2434 |           15   |           80 | japan    | datsun 510 hatchback                 |
| 321 |  32.2 |           4 |          108   |           75 |     2265 |           15.2 |           80 | japan    | toyota corolla                       |
| 322 |  46.6 |           4 |           86   |           65 |     2110 |           17.9 |           80 | japan    | mazda glc                            |
| 323 |  27.9 |           4 |          156   |          105 |     2800 |           14.4 |           80 | usa      | dodge colt                           |
| 324 |  40.8 |           4 |           85   |           65 |     2110 |           19.2 |           80 | japan    | datsun 210                           |
| 325 |  44.3 |           4 |           90   |           48 |     2085 |           21.7 |           80 | europe   | vw rabbit c (diesel)                 |
| 326 |  43.4 |           4 |           90   |           48 |     2335 |           23.7 |           80 | europe   | vw dasher (diesel)                   |
| 327 |  36.4 |           5 |          121   |           67 |     2950 |           19.9 |           80 | europe   | audi 5000s (diesel)                  |
| 328 |  30   |           4 |          146   |           67 |     3250 |           21.8 |           80 | europe   | mercedes-benz 240d                   |
| 329 |  44.6 |           4 |           91   |           67 |     1850 |           13.8 |           80 | japan    | honda civic 1500 gl                  |
| 330 |  40.9 |           4 |           85   |          nan |     1835 |           17.3 |           80 | europe   | renault lecar deluxe                 |
| 331 |  33.8 |           4 |           97   |           67 |     2145 |           18   |           80 | japan    | subaru dl                            |
| 332 |  29.8 |           4 |           89   |           62 |     1845 |           15.3 |           80 | europe   | vokswagen rabbit                     |
| 333 |  32.7 |           6 |          168   |          132 |     2910 |           11.4 |           80 | japan    | datsun 280-zx                        |
| 334 |  23.7 |           3 |           70   |          100 |     2420 |           12.5 |           80 | japan    | mazda rx-7 gs                        |
| 335 |  35   |           4 |          122   |           88 |     2500 |           15.1 |           80 | europe   | triumph tr7 coupe                    |
| 336 |  23.6 |           4 |          140   |          nan |     2905 |           14.3 |           80 | usa      | ford mustang cobra                   |
| 337 |  32.4 |           4 |          107   |           72 |     2290 |           17   |           80 | japan    | honda accord                         |
| 338 |  27.2 |           4 |          135   |           84 |     2490 |           15.7 |           81 | usa      | plymouth reliant                     |
| 339 |  26.6 |           4 |          151   |           84 |     2635 |           16.4 |           81 | usa      | buick skylark                        |
| 340 |  25.8 |           4 |          156   |           92 |     2620 |           14.4 |           81 | usa      | dodge aries wagon (sw)               |
| 341 |  23.5 |           6 |          173   |          110 |     2725 |           12.6 |           81 | usa      | chevrolet citation                   |
| 342 |  30   |           4 |          135   |           84 |     2385 |           12.9 |           81 | usa      | plymouth reliant                     |
| 343 |  39.1 |           4 |           79   |           58 |     1755 |           16.9 |           81 | japan    | toyota starlet                       |
| 344 |  39   |           4 |           86   |           64 |     1875 |           16.4 |           81 | usa      | plymouth champ                       |
| 345 |  35.1 |           4 |           81   |           60 |     1760 |           16.1 |           81 | japan    | honda civic 1300                     |
| 346 |  32.3 |           4 |           97   |           67 |     2065 |           17.8 |           81 | japan    | subaru                               |
| 347 |  37   |           4 |           85   |           65 |     1975 |           19.4 |           81 | japan    | datsun 210 mpg                       |
| 348 |  37.7 |           4 |           89   |           62 |     2050 |           17.3 |           81 | japan    | toyota tercel                        |
| 349 |  34.1 |           4 |           91   |           68 |     1985 |           16   |           81 | japan    | mazda glc 4                          |
| 350 |  34.7 |           4 |          105   |           63 |     2215 |           14.9 |           81 | usa      | plymouth horizon 4                   |
| 351 |  34.4 |           4 |           98   |           65 |     2045 |           16.2 |           81 | usa      | ford escort 4w                       |
| 352 |  29.9 |           4 |           98   |           65 |     2380 |           20.7 |           81 | usa      | ford escort 2h                       |
| 353 |  33   |           4 |          105   |           74 |     2190 |           14.2 |           81 | europe   | volkswagen jetta                     |
| 354 |  34.5 |           4 |          100   |          nan |     2320 |           15.8 |           81 | europe   | renault 18i                          |
| 355 |  33.7 |           4 |          107   |           75 |     2210 |           14.4 |           81 | japan    | honda prelude                        |
| 356 |  32.4 |           4 |          108   |           75 |     2350 |           16.8 |           81 | japan    | toyota corolla                       |
| 357 |  32.9 |           4 |          119   |          100 |     2615 |           14.8 |           81 | japan    | datsun 200sx                         |
| 358 |  31.6 |           4 |          120   |           74 |     2635 |           18.3 |           81 | japan    | mazda 626                            |
| 359 |  28.1 |           4 |          141   |           80 |     3230 |           20.4 |           81 | europe   | peugeot 505s turbo diesel            |
| 360 |  30.7 |           6 |          145   |           76 |     3160 |           19.6 |           81 | europe   | volvo diesel                         |
| 361 |  25.4 |           6 |          168   |          116 |     2900 |           12.6 |           81 | japan    | toyota cressida                      |
| 362 |  24.2 |           6 |          146   |          120 |     2930 |           13.8 |           81 | japan    | datsun 810 maxima                    |
| 363 |  22.4 |           6 |          231   |          110 |     3415 |           15.8 |           81 | usa      | buick century                        |
| 364 |  26.6 |           8 |          350   |          105 |     3725 |           19   |           81 | usa      | oldsmobile cutlass ls                |
| 365 |  20.2 |           6 |          200   |           88 |     3060 |           17.1 |           81 | usa      | ford granada gl                      |
| 366 |  17.6 |           6 |          225   |           85 |     3465 |           16.6 |           81 | usa      | chrysler lebaron salon               |
| 367 |  28   |           4 |          112   |           88 |     2605 |           19.6 |           82 | usa      | chevrolet cavalier                   |
| 368 |  27   |           4 |          112   |           88 |     2640 |           18.6 |           82 | usa      | chevrolet cavalier wagon             |
| 369 |  34   |           4 |          112   |           88 |     2395 |           18   |           82 | usa      | chevrolet cavalier 2-door            |
| 370 |  31   |           4 |          112   |           85 |     2575 |           16.2 |           82 | usa      | pontiac j2000 se hatchback           |
| 371 |  29   |           4 |          135   |           84 |     2525 |           16   |           82 | usa      | dodge aries se                       |
| 372 |  27   |           4 |          151   |           90 |     2735 |           18   |           82 | usa      | pontiac phoenix                      |
| 373 |  24   |           4 |          140   |           92 |     2865 |           16.4 |           82 | usa      | ford fairmont futura                 |
| 374 |  23   |           4 |          151   |          nan |     3035 |           20.5 |           82 | usa      | amc concord dl                       |
| 375 |  36   |           4 |          105   |           74 |     1980 |           15.3 |           82 | europe   | volkswagen rabbit l                  |
| 376 |  37   |           4 |           91   |           68 |     2025 |           18.2 |           82 | japan    | mazda glc custom l                   |
| 377 |  31   |           4 |           91   |           68 |     1970 |           17.6 |           82 | japan    | mazda glc custom                     |
| 378 |  38   |           4 |          105   |           63 |     2125 |           14.7 |           82 | usa      | plymouth horizon miser               |
| 379 |  36   |           4 |           98   |           70 |     2125 |           17.3 |           82 | usa      | mercury lynx l                       |
| 380 |  36   |           4 |          120   |           88 |     2160 |           14.5 |           82 | japan    | nissan stanza xe                     |
| 381 |  36   |           4 |          107   |           75 |     2205 |           14.5 |           82 | japan    | honda accord                         |
| 382 |  34   |           4 |          108   |           70 |     2245 |           16.9 |           82 | japan    | toyota corolla                       |
| 383 |  38   |           4 |           91   |           67 |     1965 |           15   |           82 | japan    | honda civic                          |
| 384 |  32   |           4 |           91   |           67 |     1965 |           15.7 |           82 | japan    | honda civic (auto)                   |
| 385 |  38   |           4 |           91   |           67 |     1995 |           16.2 |           82 | japan    | datsun 310 gx                        |
| 386 |  25   |           6 |          181   |          110 |     2945 |           16.4 |           82 | usa      | buick century limited                |
| 387 |  38   |           6 |          262   |           85 |     3015 |           17   |           82 | usa      | oldsmobile cutlass ciera (diesel)    |
| 388 |  26   |           4 |          156   |           92 |     2585 |           14.5 |           82 | usa      | chrysler lebaron medallion           |
| 389 |  22   |           6 |          232   |          112 |     2835 |           14.7 |           82 | usa      | ford granada l                       |
| 390 |  32   |           4 |          144   |           96 |     2665 |           13.9 |           82 | japan    | toyota celica gt                     |
| 391 |  36   |           4 |          135   |           84 |     2370 |           13   |           82 | usa      | dodge charger 2.2                    |
| 392 |  27   |           4 |          151   |           90 |     2950 |           17.3 |           82 | usa      | chevrolet camaro                     |
| 393 |  27   |           4 |          140   |           86 |     2790 |           15.6 |           82 | usa      | ford mustang gl                      |
| 394 |  44   |           4 |           97   |           52 |     2130 |           24.6 |           82 | europe   | vw pickup                            |
| 395 |  32   |           4 |          135   |           84 |     2295 |           11.6 |           82 | usa      | dodge rampage                        |
| 396 |  28   |           4 |          120   |           79 |     2625 |           18.6 |           82 | usa      | ford ranger                          |
| 397 |  31   |           4 |          119   |           82 |     2720 |           19.4 |           82 | usa      | chevy s-10                           |

Interactive Slides

Include Jupyter widgets and htmlwidgets in your presentations

Make this Notebook Trusted to load map: File -> Trust Notebook

Interactive Slides

Test Test

Interactive Slides

Test Test

Another one

Some different text here

Interactive Slides

One more slide transition x_x

Point of View

press oo to toggle overview mode:

Hold down the AltAlt and click on any element to zoom towards it—try it now on this slide.

Scroll View

Press rr (or use the tools in presentation menu ) to open scroll view

Try it now on this slide — You’ll see a scroll bar on the right and you can scroll down the presentation using your mouse.

Scroll view behavior can be configured using scroll-view configuration.

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:

Python Documentation

Interactive Features

Key features for presenting:

• Press mm to toggle the slide menu
• Press oo to toggle overview mode
• Press ss to view speaker notes
• Press gg to goto a slide
• Press bb for black screen
• Press cc to toggle chalkboard

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.

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)
• Multiplex (allow audience to follow along on their devices)