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<!DOCTYPE html>
<html lang="en">
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<title>dplyr: verbs for manipulating data-frames</title>
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0;transform-origin:0 0;-webkit-transform:translate3d(0,100%,0) rotateX(-90deg);-moz-transform:translate3d(0,100%,0) rotateX(-90deg);-ms-transform:translate3d(0,100%,0) rotateX(-90deg);transform:translate3d(0,100%,0) rotateX(-90deg)}.reveal.page .slides{-webkit-perspective-origin:0 50%;-moz-perspective-origin:0 50%;-ms-perspective-origin:0 50%;perspective-origin:0 50%;-webkit-perspective:3000px;-moz-perspective:3000px;-ms-perspective:3000px;perspective:3000px}.reveal.page .slides section{padding:30px;min-height:700px;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.reveal.page .slides section.past{z-index:12}.reveal.page .slides section:not(.stack):before{content:'';position:absolute;display:block;width:100%;height:100%;left:0;top:0;background:rgba(0,0,0,.1);-webkit-transform:translateZ(-20px);-moz-transform:translateZ(-20px);-ms-transform:translateZ(-20px);-o-transform:translateZ(-20px);transform:translateZ(-20px)}.reveal.page .slides section:not(.stack):after{content:'';position:absolute;display:block;width:90%;height:30px;left:5%;bottom:0;background:0;z-index:1;border-radius:4px;box-shadow:0 95px 25px rgba(0,0,0,.2);-webkit-transform:translateZ(-90px) rotateX(65deg)}.reveal.page .slides>section.stack{padding:0;background:0}.reveal.page .slides>section.past{-webkit-transform-origin:0 0;-moz-transform-origin:0 0;-ms-transform-origin:0 0;transform-origin:0 0;-webkit-transform:translate3d(-40%,0,0) rotateY(-80deg);-moz-transform:translate3d(-40%,0,0) rotateY(-80deg);-ms-transform:translate3d(-40%,0,0) rotateY(-80deg);transform:translate3d(-40%,0,0) rotateY(-80deg)}.reveal.page .slides>section.future{-webkit-transform-origin:100% 0;-moz-transform-origin:100% 0;-ms-transform-origin:100% 0;transform-origin:100% 0;-webkit-transform:translate3d(0,0,0);-moz-transform:translate3d(0,0,0);-ms-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}.reveal.page .slides>section>section.past{-webkit-transform-origin:0 0;-moz-transform-origin:0 0;-ms-transform-origin:0 0;transform-origin:0 0;-webkit-transform:translate3d(0,-40%,0) rotateX(80deg);-moz-transform:translate3d(0,-40%,0) rotateX(80deg);-ms-transform:translate3d(0,-40%,0) rotateX(80deg);transform:translate3d(0,-40%,0) rotateX(80deg)}.reveal.page .slides>section>section.future{-webkit-transform-origin:0 100%;-moz-transform-origin:0 100%;-ms-transform-origin:0 100%;transform-origin:0 100%;-webkit-transform:translate3d(0,0,0);-moz-transform:translate3d(0,0,0);-ms-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}.reveal .slides section[data-transition=fade],.reveal.fade .slides section,.reveal.fade .slides>section>section{-webkit-transform:none;-moz-transform:none;-ms-transform:none;-o-transform:none;transform:none;-webkit-transition:opacity .5s;-moz-transition:opacity .5s;-ms-transition:opacity .5s;-o-transition:opacity .5s;transition:opacity .5s}.reveal.fade.overview .slides section,.reveal.fade.overview 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section:before{display:none!important}.reveal.overview .slides section>section{opacity:1;cursor:pointer}.reveal.overview .slides section:hover{background:rgba(0,0,0,.3)}.reveal.overview .slides section.present{background:rgba(0,0,0,.3)}.reveal.overview .slides>section.stack{padding:0;background:0;overflow:visible}.reveal .pause-overlay{position:absolute;top:0;left:0;width:100%;height:100%;background:#000;visibility:hidden;opacity:0;z-index:100;-webkit-transition:all 1s ease;-moz-transition:all 1s ease;-ms-transition:all 1s ease;-o-transition:all 1s ease;transition:all 1s ease}.reveal.paused .pause-overlay{visibility:visible;opacity:1}.no-transforms{overflow-y:auto}.no-transforms .reveal .slides{position:relative;width:80%;height:auto!important;top:0;left:50%;margin:0;text-align:center}.no-transforms .reveal .controls,.no-transforms .reveal .progress{display:none!important}.no-transforms .reveal .slides section{display:block!important;opacity:1!important;position:relative!important;height:auto;min-height:auto;top:0;left:-50%;margin:70px 0;-webkit-transform:none;-moz-transform:none;-ms-transform:none;-o-transform:none;transform:none}.no-transforms .reveal .slides section section{left:0}.no-transition{-webkit-transition:none;-moz-transition:none;-ms-transition:none;-o-transition:none;transition:none}.reveal .state-background{position:absolute;width:100%;height:100%;background:rgba(0,0,0,0);-webkit-transition:background 800ms ease;-moz-transition:background 800ms ease;-ms-transition:background 800ms ease;-o-transition:background 800ms ease;transition:background 800ms ease}.alert .reveal .state-background{background:rgba(200,50,30,.6)}.soothe .reveal .state-background{background:rgba(50,200,90,.4)}.blackout .reveal .state-background{background:rgba(0,0,0,.6)}.whiteout .reveal .state-background{background:rgba(255,255,255,.6)}.cobalt .reveal .state-background{background:rgba(22,152,213,.6)}.mint .reveal .state-background{background:rgba(22,213,75,.6)}.submerge .reveal .state-background{background:rgba(12,25,77,.6)}.lila .reveal .state-background{background:rgba(180,50,140,.6)}.sunset .reveal .state-background{background:rgba(255,122,0,.6)}.reveal.rtl .slides,.reveal.rtl .slides h1,.reveal.rtl .slides h2,.reveal.rtl .slides h3,.reveal.rtl .slides h4,.reveal.rtl .slides h5,.reveal.rtl .slides h6{direction:rtl;font-family:sans-serif}.reveal.rtl pre,.reveal.rtl code{direction:ltr}.reveal.rtl ol,.reveal.rtl ul{text-align:right}.reveal.rtl .progress span{float:right}.reveal aside.notes{display:none}.zoomed .reveal *,.zoomed .reveal :before,.zoomed .reveal :after{-webkit-transform:none!important;-moz-transform:none!important;-ms-transform:none!important;transform:none!important;-webkit-backface-visibility:visible!important;-moz-backface-visibility:visible!important;-ms-backface-visibility:visible!important;backface-visibility:visible!important}.zoomed .reveal .progress,.zoomed .reveal .controls{opacity:0}.zoomed .reveal .roll span{background:0}.zoomed .reveal .roll span:after{visibility:hidden}
</style>
<style type="text/css" >
/**
* A simple theme for reveal.js presentations, similar
* to the default theme. The accent color is darkblue.
*
* This theme is Copyright (C) 2012 Owen Versteeg, https://github.com/StereotypicalApps. It is MIT licensed.
* reveal.js is Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se
*/
/*********************************************
* GLOBAL STYLES
*********************************************/
body {
background: white;
background-color: white; }
.reveal {
font-family: "Lato", sans-serif;
font-size: 36px;
font-weight: 200;
letter-spacing: -0.02em;
color: black; }
::selection {
color: white;
background: rgba(0, 0, 0, 0.99);
text-shadow: none; }
/*********************************************
* HEADERS
*********************************************/
.reveal h1,
.reveal h2,
.reveal h3,
.reveal h4,
.reveal h5,
.reveal h6 {
margin: 0 0 20px 0;
color: black;
font-family: "News Cycle", Impact, sans-serif;
line-height: 0.9em;
letter-spacing: 0.02em;
text-transform: none;
text-shadow: none; }
.reveal h1 {
text-shadow: 0px 0px 6px rgba(0, 0, 0, 0.2); }
/*********************************************
* LINKS
*********************************************/
.reveal a:not(.image) {
color: darkblue;
text-decoration: none;
-webkit-transition: color .15s ease;
-moz-transition: color .15s ease;
-ms-transition: color .15s ease;
-o-transition: color .15s ease;
transition: color .15s ease; }
.reveal a:not(.image):hover {
color: #0000f1;
text-shadow: none;
border: none; }
.reveal .roll span:after {
color: #fff;
background: #00003f; }
/*********************************************
* IMAGES
*********************************************/
.reveal section img {
margin: 15px 0px;
background: rgba(255, 255, 255, 0.12);
border: 4px solid black;
box-shadow: 0 0 10px rgba(0, 0, 0, 0.15);
-webkit-transition: all .2s linear;
-moz-transition: all .2s linear;
-ms-transition: all .2s linear;
-o-transition: all .2s linear;
transition: all .2s linear; }
.reveal a:hover img {
background: rgba(255, 255, 255, 0.2);
border-color: darkblue;
box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); }
/*********************************************
* NAVIGATION CONTROLS
*********************************************/
.reveal .controls div.navigate-left,
.reveal .controls div.navigate-left.enabled {
border-right-color: darkblue; }
.reveal .controls div.navigate-right,
.reveal .controls div.navigate-right.enabled {
border-left-color: darkblue; }
.reveal .controls div.navigate-up,
.reveal .controls div.navigate-up.enabled {
border-bottom-color: darkblue; }
.reveal .controls div.navigate-down,
.reveal .controls div.navigate-down.enabled {
border-top-color: darkblue; }
.reveal .controls div.navigate-left.enabled:hover {
border-right-color: #0000f1; }
.reveal .controls div.navigate-right.enabled:hover {
border-left-color: #0000f1; }
.reveal .controls div.navigate-up.enabled:hover {
border-bottom-color: #0000f1; }
.reveal .controls div.navigate-down.enabled:hover {
border-top-color: #0000f1; }
/*********************************************
* PROGRESS BAR
*********************************************/
.reveal .progress {
background: rgba(0, 0, 0, 0.2); }
.reveal .progress span {
background: darkblue;
-webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
-moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
-ms-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
-o-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); }
</style>
<style type="text/css">
.reveal h1 {
font-size: 2.5em;
}
.reveal h1,
.reveal h2,
.reveal h3,
.reveal h4,
.reveal h5,
.reveal h6 {
margin-bottom: .6em;
}
.reveal p,
.reveal table {
margin-bottom: 1em;
}
.reveal li {
margin-bottom: .4em;
}
.reveal ul ul,
.reveal ul ol,
.reveal ol ol,
.reveal ol ul {
margin-top: .4em;
}
.reveal .slides {
text-align: left;
}
.reveal small {
font-size: 0.85em;
}
.reveal pre {
margin-top: 0;
max-width: 95%;
border: 1px solid #ccc;
white-space: pre-wrap;
margin-bottom: 1em;
}
.reveal pre code {
display: block; padding: 0.5em;
font-size: 1.6em;
line-height: 1.1em;
background-color: white;
overflow: visible;
max-height: none;
word-wrap: normal;
}
.reveal code {
overflow: visible;
max-height: none;
}
.reveal code.r {
background-color: #F8F8F8;
}
.reveal code.cpp {
background-color: #F8F8F8;
}
.reveal section del {
text-decoration: none;
color: #AAB1BA;
}
.reveal section img {
border: none;
}
.reveal section .fieldError {
margin-bottom: 25px;
}
.reveal section .fieldError span {
color: red;
}
.prompt .reveal .state-background {
background: #C6D7DC;
}
.quiz-multichoice .reveal .state-background {
background: rgba(254,220,179,1);
}
.quiz-multichoice .reveal ul {
list-style-type: none;
margin-bottom: 30px;
}
.quiz-multichoice .reveal li {
margin-top: 15px;
}
.quiz-multichoice .reveal .quizFeedback {
margin-bottom: 30px;
}
.quiz-multichoice .reveal .quizFeedback img {
border: none;
box-shadow: none;
background: transparent;
float: left;
margin-top: -15px;
}
.quiz-multichoice .reveal .quizFeedback span {
font-size: 1.4em;
margin-left: 12px;
}
.section .reveal .state-background {
background: #96A2B6;
}
.section .reveal h1,
.section .reveal h2,
.section .reveal p {
color: white;
margin-top: 50px;
}
.sub-section .reveal .state-background {
background: #E7E8EA
}
.sub-section .reveal h2,
.sub-section .reveal p {
color: #63717B;
margin-top: 50px;
}
.reveal strong {
color: #25679E;
}
.reveal .controls {
right: -20px;
bottom: 5px;
}
.reveal .controls div.navigate-left {
top: 75px;
}
.reveal .controls div.navigate-right {
left: 54px;
top: 75px;
}
.reveal .controls div.navigate-up {
display: none;
}
.reveal .controls div.navigate-down {
display: none;
}
/*********************************************
* NAVIGATION CONTROLS
*********************************************/
.reveal .controls div.navigate-left,
.reveal .controls div.navigate-left.enabled {
border-right-color: #25679E;
}
.reveal .controls div.navigate-right,
.reveal .controls div.navigate-right.enabled {
border-left-color: #25679E;
}
.reveal .controls div.navigate-up,
.reveal .controls div.navigate-up.enabled {
border-bottom-color: #25679E;
}
.reveal .controls div.navigate-down,
.reveal .controls div.navigate-down.enabled {
border-top-color: #25679E;
}
.reveal .controls div.navigate-left.enabled:hover {
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<h1>dplyr: verbs for manipulating data-frames</h1><p>Tristan Mahr, @tjmahr<br/>March 18, 2015</p>
<div class="slideContent" >
<p>Madison R Users Group</p>
<p>Repository for this talk: <a href="https://github.com/tjmahr/MadR_Pipelines">https://github.com/tjmahr/MadR_Pipelines</a></p>
</div>
</section>
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<h3>Plan</h3>
<div class="slideContent" >
<p>We <a href="http://rpubs.com/tjmahr/pipelines_2015">just covered pipelines</a>. Now we'll use pipelines to
work on tabular data.</p>
<pre><code class="r">library("magrittr")
library("dplyr")
library("nycflights13")
</code></pre>
<h2>Examples</h2>
<p>The examples for the main dplyr verbs were lifted from the
<a href="http://cran.rstudio.com/web/packages/dplyr/vignettes/introduction.html">introductory vignette</a>.</p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>There's a cheatsheet!</h3>
<div class="mediaInline slideContent" >
<p><img 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" alt=""/></p>
<p><a href="http://www.rstudio.com/resources/cheatsheets/">http://www.rstudio.com/resources/cheatsheets/</a></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>nycflights13</h3>
<div class="slideContent" >
<p>Convert data to a <code>tbl_df</code> so that it uses dplyr's nice <code>print</code> method.</p>
<pre><code class="r">flights <- tbl_df(flights)
flights
</code></pre>
<pre><code>Source: local data frame [336,776 x 16]
year month day dep_time dep_delay
1 2013 1 1 517 2
2 2013 1 1 533 4
3 2013 1 1 542 2
4 2013 1 1 544 -1
.. ... ... ... ... ...
Variables not shown: arr_time (int),
arr_delay (dbl), carrier (chr), tailnum
(chr), flight (int), origin (chr), dest
(chr), air_time (dbl), distance (dbl),
hour (dbl), minute (dbl)
</code></pre>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>glimpse</h3>
<div class="slideContent" >
<p>Use <code>glimpse</code> to few some values in each column.</p>
<pre class="fragment"><code class="r">glimpse(flights)
</code></pre>
<pre class="fragment"><code>Observations: 336776
Variables:
$ year (int) 2013, 2013, 2013, 2013...
$ month (int) 1, 1, 1, 1, 1, 1, 1, 1...
$ day (int) 1, 1, 1, 1, 1, 1, 1, 1...
$ dep_time (int) 517, 533, 542, 544, 55...
$ dep_delay (dbl) 2, 4, 2, -1, -6, -4, -...
$ arr_time (int) 830, 850, 923, 1004, 8...
$ arr_delay (dbl) 11, 20, 33, -18, -25, ...
$ carrier (chr) "UA", "UA", "AA", "B6"...
$ tailnum (chr) "N14228", "N24211", "N...
$ flight (int) 1545, 1714, 1141, 725,...
$ origin (chr) "EWR", "LGA", "JFK", "...
$ dest (chr) "IAH", "IAH", "MIA", "...
$ air_time (dbl) 227, 227, 160, 183, 11...
$ distance (dbl) 1400, 1416, 1089, 1576...
$ hour (dbl) 5, 5, 5, 5, 5, 5, 5, 5...
$ minute (dbl) 17, 33, 42, 44, 54, 54...
</code></pre>
</div>
</section>
<section data-state="prompt" data-transition="linear" data-transition-speed="default">
<h3>Question</h3>
<div class="slideContent" >
<blockquote class="fragment">
<p>Is dpylr's print method really that useful since it's just
printing four rows of four columns on these slides?</p>
</blockquote>
<p class="fragment">It normally fills width of the console. I cheated to accommodate
the width of these slides, by setting some hidden flags:</p>
<pre class="fragment"><code class="r">options(
width = 45,
dplyr.width = 44,
dplyr.print_min = 4,
dplyr.print_max = 4)
</code></pre>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>filter: inspect subsets of data</h3>
<div class="slideContent" >
<p>How many flights flew to Madison in 2013?</p>
<pre class="fragment"><code class="r">flights %>%
filter(dest == "MSN")
</code></pre>
<pre class="fragment"><code>Source: local data frame [572 x 16]
year month day dep_time dep_delay
1 2013 1 1 1353 -4
2 2013 1 2 1422 25
3 2013 1 3 1415 24
4 2013 1 4 1345 -5
.. ... ... ... ... ...
Variables not shown: arr_time (int),
arr_delay (dbl), carrier (chr), tailnum
(chr), flight (int), origin (chr), dest
(chr), air_time (dbl), distance (dbl),
hour (dbl), minute (dbl)
</code></pre>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>filter: multiple conditions</h3>
<div class="slideContent" >
<p>How many flights flew to Madison in first week of January?</p>
<pre class="fragment"><code class="r"># Comma separated conditions are combined with '&'
flights %>%
filter(dest == "MSN", month == 1, day <= 7)
</code></pre>
<pre class="fragment"><code>Source: local data frame [6 x 16]
year month day dep_time dep_delay
1 2013 1 1 1353 -4
2 2013 1 2 1422 25
3 2013 1 3 1415 24
4 2013 1 4 1345 -5
.. ... ... ... ... ...
Variables not shown: arr_time (int),
arr_delay (dbl), carrier (chr), tailnum
(chr), flight (int), origin (chr), dest
(chr), air_time (dbl), distance (dbl),
hour (dbl), minute (dbl)
</code></pre>
</div>
</section>
<section data-state="prompt" data-transition="linear" data-transition-speed="default">
<h3>Question</h3>
<div class="slideContent" >
<blockquote class="fragment">
<p>Commas in the filter statement are implicit <code>&</code> (and) operators.
Is there anything similar for <code>|</code> (or)?</p>
</blockquote>
<p class="fragment">Logical or statements are supported, but there's no shorthand.</p>
<pre class="fragment"><code class="r">flights %>%
filter(dest == "MSN" | dest == "ORD" | dest == "MDW")
</code></pre>
<p class="fragment">For more complicated checks, I would try a set operation.</p>
<pre class="fragment"><code class="r">flights %>%
filter(is.element(dest, c("MSN", "ORD", "MDW")))
</code></pre>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>arrange: sort columns</h3>
<div class="slideContent" >
<p>Sort by which airport they departed from in NYC, then year, month, day.</p>
<pre class="fragment"><code class="r">flights %>%
arrange(origin, year, month, day)
</code></pre>
<pre class="fragment"><code>Source: local data frame [336,776 x 16]
year month day dep_time dep_delay
1 2013 1 1 517 2
2 2013 1 1 554 -4
3 2013 1 1 555 -5
4 2013 1 1 558 -2
.. ... ... ... ... ...
Variables not shown: arr_time (int),
arr_delay (dbl), carrier (chr), tailnum
(chr), flight (int), origin (chr), dest
(chr), air_time (dbl), distance (dbl),
hour (dbl), minute (dbl)
</code></pre>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>desc: reverses sorting of a column</h3>
<div class="slideContent" >
<p>Find longest delayed flights to Madison.</p>
<pre class="fragment"><code class="r">flights %>%
filter(dest == "MSN") %>%
arrange(desc(dep_delay))
</code></pre>
<pre class="fragment"><code>Source: local data frame [572 x 16]
year month day dep_time dep_delay
1 2013 12 5 2000 340
2 2013 11 17 45 310
3 2013 3 8 1907 302
4 2013 9 12 1841 291
.. ... ... ... ... ...
Variables not shown: arr_time (int),