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---
layout: workshop # DON'T CHANGE THIS.
root: . # DON'T CHANGE THIS.
venue: "University of Wisconsin, Madison" # brief name of host site without address (e.g., "Euphoric State University")
address: "Wisconsin Institutes for Discovery, 3rd Floor Teaching Lab, 330 North Orchard St., Madison, WI 53715" # street address of workshop (e.g., "123 Forth Street, Blimingen, Euphoria")
country: "us" # country (lowercase two-letter ISO code such as "fr" - see https://en.wikipedia.org/wiki/ISO_3166-1)
language: "en" # language (lowercase two-letter ISO code such as "fr" - see https://en.wikipedia.org/wiki/ISO_639-1)
latlng: "43.072834, -89.408136" # fractional latitude and longitude (e.g., "41.7901128,-87.6007318"; you can use http://www.latlong.net/)
humandate: "August 23-24, 2016" # human-readable date (e.g., "Feb 17-18, 2020")
humantime: "8:30am - 4pm" # human-readable time (e.g., "9:00 am - 4:30 pm")
startdate: 2016-08-23 # use YYYY-MM-DD format like 2015-01-01
enddate: 2016-08-24 # use YYYY-MM-DD format like 2015-01-02
instructor: ["Trisha Adamus", "Karl Broman", "Christina Koch"] # list of names like ["Kay McNulty", "Betty Jennings", "Betty Snyder"]
helper: ["Cameron Cook", "Steve Goldstein", "Andy Pohl"] # list of names like ["Marlyn Wescoff", "Fran Bilas", "Ruth Lichterman"]
contact: "[email protected]" # contact email address for workshop organizer, such as "[email protected]"
etherpad: http://pad.software-carpentry.org/2016-08-23-uwmadison # optional (insert the URL for your Etherpad if you're using one)
eventbrite: 26430778169 # optional (insert the alphanumeric key for Eventbrite registration, e.g., "1234567890AB")
day1_am: "Data organization in spreadsheets and OpenRefine"
day1_pm: "SQL for data management"
day2_am: "Introduction to R"
day2_pm: "Data analysis and visualization in R"
---
<!--
HEADER
Edit the values in the block above to be appropriate for your
workshop. Run 'tools/check' *before* committing to make sure that
changes are good.
-->
<!--
EVENTBRITE
This block includes the Eventbrite registration widget if
'eventbrite' has been set in the header. You can delete it if you
are not using Eventbrite, or leave it in, since it will not be
displayed if the 'eventbrite' field in the header is not set.
-->
<p>
<b>Registration is required and will be available just below,
starting at 5:00pm on Tuesday, July 26.</b> Make sure to read
all details below before registering and to choose appropriately
between UW-Madison's Data Carpentry and Software Carpentry workshops.
</p>
{% if page.eventbrite %}
<iframe
src="https://www.eventbrite.com/tickets-external?eid={{page.eventbrite}}&ref=etckt"
frameborder="0"
width="100%"
height="206px"
scrolling="auto">
</iframe>
{% endif %}
<h2>General Information</h2>
<!--
INTRODUCTION
Edit the general explanatory paragraph below if you want to change
the pitch.
-->
<a href=http://datacarpentry.org>Data Carpentry</a> workshops are for any researcher
who has data they want to analyze, and no prior computational experience is required.
This hands-on workshop teaches basic concepts, skills and tools for working more
effectively with data. We will cover {{page.day1_am}}, {{page.day1_pm}}, {{page.day2_am}} and {{page.day2_pm}}.
Participants should bring their laptops and plan to participate actively. By the end of the workshop learners should be able to more effectively manage and analyze data and be able to apply the tools and approaches directly to their ongoing research.
</br>
</br>
<p>
For researchers who have already been programming and seek to expand
their capabilities, our UW-Madison <a href="http://uw-madison-aci.github.io/2016-08-29-uwmadison">
<i>Software Carpentry</i> workshop (August 29-30)</a> will likely be
more appropriate. These two workshops are <b>NOT</b> intended to be taken back-to-back,
and you can learn about future workshops at UW-Madison by joining the
<a href="http://wisc.us9.list-manage.com/subscribe?u=c3aae71670855b66d79d170b8&id=6d65510fb6">
mailing list</a> of UW-Madison's <a href="http://aci.wisc.edu/">Advanced Computing Initiative</a>.
</p>
<!--
AUDIENCE
Explain who your audience is. (In particular, tell readers if the
workshop is only open to people from a particular institution.
-->
<p id="who">
<strong>Who:</strong>
The course is aimed at UW-Madison-affiliated graduate students and other researchers.
The <a href="http://www.datacarpentry.org/lessons/">curriculum and examples</a> are
somewhat specific to Biology/Ecology data, but still teach generalizable practices.
</p>
<!--
LOCATION
This block displays the address and links to maps showing directions
if the latitude and longitude of the workshop have been set. You
can use http://itouchmap.com/latlong.html to find the lat/long of an
address.
-->
{% if page.latlng %}
<p>
<strong>Where:</strong>
{{page.address}}.
Get directions with
<a href="//www.openstreetmap.org/?mlat={{page.latlng | replace:',','&mlon='}}&zoom=16">OpenStreetMap</a>
or
<a href="//maps.google.com/maps?q={{page.latlng}}">Google Maps</a>.
</p>
{% endif %}
<!--
SPECIAL REQUIREMENTS
Modify the block below if there are any special requirements.
-->
<p>
<strong>Requirements:</strong> Participants must bring a laptop with a
Mac, Linux, or Windows operating sytem (not a tablet, Chromebook, etc.) that they have administrative privileges
on. They should have a few specific software packages installed (listed
<a href="#setup">below</a>). An individual should only register if he/she is able
to attend ALL days of the workshop. While coffee and tea will be provided, participants
should eat a full breakfast and plan to bring or buy their own lunch nearby.
Attendees are also required to abide by Data Carpentry's
<a href="{{site.swc_site}}/conduct.html">Code of Conduct</a>.</br>
<b>Registration is required, and will be available just above General
Information, starting at 5:00pm on Tuesday, August 2.</b>
</p>
<!--
CONTACT EMAIL ADDRESS
Display the contact email address set in the header. If an address
isn't set in the header, the Software Carpentry admin address is
used.
-->
<p>
<strong>Contact</strong>:
Please mail
{% if page.contact %}
<a href='mailto:{{page.contact}}'>{{page.contact}}</a>
{% else %}
<a href='mailto:{{site.contact}}'>{{site.contact}}</a>
{% endif %}
for more information.
</p>
<p id="accessibility">
<strong>Accessibility:</strong> We are committed to making this workshop
accessible to everybody.
The workshop organisers have checked that:
</p>
<ul>
<li>The room is wheelchair / scooter accessible.</li>
<li>Accessible restrooms are available.</li>
<li>Lactation facilities are available.</li>
</ul>
<p>
Materials will be provided in advance of the workshop and
large-print handouts are available if needed by notifying the
organizers in advance. If we can help making learning easier for
you please
<a href="mailto:{{page.contact}}">get in touch</a> and we will
attempt to provide them.
</p>
<hr/>
<!--
SCHEDULE
Show the workshop's schedule. Edit the items and times in the table
to match your plans. You may also want to change 'Day 1' and 'Day
2' to be actual dates or days of the week.
-->
<h2>Preliminary Schedule</h2>
<!-- DO NOT EDIT SURVEY LINKS -->
<p><em>Surveys</em></p>
<p>Please be sure to complete these surveys before and after the workshop.</p>
<p><a href='{{ site.dc_pre_survey }}'>Pre-workshop Survey</a></p>
<p><a href='{{ site.dc_post_survey }}'>Post-workshop Survey</a></p>
<div class="row">
<div class="col-md-6">
<h3>Day 1</h3>
<table class="table table-striped">
<tr> <td>8:30 - 9:00</td> <td>Installation Help</td> </tr>
<tr> <td>9:00 - 9:10</td> <td><a href="assets/DC_intro.pdf">Introduction</a></td> </tr>
<tr><td>9:10 - 10:30</td> <td><a href="http://www.datacarpentry.org/spreadsheet-ecology-lesson/">Data Organization in Spreadsheets</a></td></tr>
<tr><td>10:30 - 10:45</td> <td>Coffee</td></tr>
<tr><td>10:45 - 12:00 </td> <td><a href="http://www.datacarpentry.org/OpenRefine-ecology-lesson/">Data Cleaning with OpenRefine</a></td></tr>
<tr><td>12:00 - 1:00</td> <td>Lunch Break</td></tr>
<tr><td>1:00 - 2:15</td> <td><a href="http://www.datacarpentry.org/sql-ecology-lesson/">Data Management with SQL</a></td></tr>
<tr><td>2:15 - 2:30</td> <td>Coffee</td></tr>
<tr><td>2:30 - 4:00</td> <td>Data Management with SQL</td></tr>
</table>
</div>
<div class="col-md-6">
<h3>Day 2</h3>
<table class="table table-striped">
<tr> <td>8:30 - 9:00</td> <td>Installation Help</td> </tr>
<tr><td>9:00 - 9:15</td> <td><a
href="assets/DC_day2intro.html">Day 2 intro</a></td></tr>
<tr><td>9:15 - 9:45</td> <td><a
href="http://kbroman.org/datacarpentry_R_2016-08-23/01-intro-to-R.html">Intro
to R</a> [<a
href="http://kbroman.org/datacarpentry_R_2016-08-23/data_carpentry_2016-08-24.R">Script
from the day</a>]</td></tr>
<tr><td>9:45 - 10:30</td> <td><a
href="http://kbroman.org/datacarpentry_R_2016-08-23/02-dplyr.html">Data
manipulation with dplyr</a></td></tr>
<tr><td>10:30 - 10:45</td> <td>Coffee</td></tr>
<tr><td>10:45 - 12:00</td> <td><a href="http://kbroman.org/datacarpentry_R_2016-08-23/03-ggplot2.html">Data visualization with ggplot2</a></td></tr>
<tr><td>12:00 - 1:00</td> <td>Lunch Break</td></tr>
<tr><td>1:00 - 2:00</td> <td>More ggplot2</a></td></tr>
<tr><td>2:00 - 2:30</td> <td><a href="http://kbroman.org/datacarpentry_R_2016-08-23/04-rmarkdown.html">Reproducible reports with R Markdown</a></td></tr>
<tr><td>2:30 - 2:45</td> <td>Coffee</td></tr>
<tr><td>2:45 - 4:00</td> <td><a
href="http://kbroman.org/datacarpentry_R_2016-08-23/capstone.html">Capstone
project</a> [Solution: <a
href="http://kbroman.org/datacarpentry_R_2016-08-23/capstone_soln/capstone_soln.Rmd">Rmd</a>
| <a href="http://kbroman.org/datacarpentry_R_2016-08-23/capstone_soln/capstone_soln.html">html</a>]
</td></tr>
</table>
</div>
</div>
<!--
ETHERPAD
Display the Etherpad for the workshop. You can set this up in
advance or on the first day; either way, make sure you push changes
to GitHub after you have its URL. To create an Etherpad, go to
http://etherpad.mozilla.org/YYYY-MM-DD-site
where 'YYYY-MM-DD-site' is the identifier for your workshop (e.g.,
'2015-06-10-esu'.
-->
{% if page.etherpad %}
<p>
<strong>Etherpad:</strong> <a href="{{page.etherpad}}">{{page.etherpad}}</a>.
<br/>
We will use this Etherpad for chatting, taking notes, and sharing URLs and bits of code.
</p>
{% endif %}
<hr/>
<!--
SYLLABUS
Show what topics will be covered.
1. If your workshop is R rather than Python, remove the comment
around that section and put a comment around the Python section.
2. Some workshops will delete SQL.
3. Please make sure the list of topics is synchronized with what you
intend to teach.
4. You may need to move the div's with class="col-md-6" around inside
the div's with class="row" to balance the multi-column layout.
This is one of the places where people frequently make mistakes, so
please preview your site before committing, and make sure to run
'tools/check' as well.
-->
<!--
<h2>Syllabus</h2>
<div class="row">
<div class="col-md-6">
<h3>The Unix Shell</h3>
<ul>
<li>Files and directories</li>
<li>History and tab completion</li>
<li>Pipes and redirection</li>
<li>Looping over files</li>
<li>Creating and running shell scripts</li>
<li>Finding things</li>
<li><a href="{{site.swc_lessons}}/ref/01-shell.html">Reference...</a></li>
</ul>
</div>
<div class="col-md-6">
<h3>Programming in Python</h3>
<ul>
<li>Using libraries</li>
<li>Working with arrays</li>
<li>Reading and plotting data</li>
<li>Creating and using functions</li>
<li>Loops and conditionals</li>
<li>Defensive programming</li>
<li>Using Python from the command line</li>
<li><a href="{{site.swc_lessons}}/ref/03-python.html">Reference...</a></li>
</ul>
</div>
<div class="col-md-6">
<h3>Programming in R</h3>
<ul>
<li>Working with vectors and data frames</li>
<li>Reading and plotting data</li>
<li>Creating and using functions</li>
<li>Loops and conditionals</li>
<li>Using R from the command line</li>
<li><a href="{{site.swc_lessons}}/ref/06-R.html">Reference...</a></li>
</ul>
</div>
</div>
<div class="row">
<div class="col-md-6">
<h3>Version Control with Git</h3>
<ul>
<li>Creating a repository</li>
<li>Recording changes to files: <code>add</code>, <code>commit</code>, ...</li>
<li>Viewing changes: <code>status</code>, <code>diff</code>, ...</li>
<li>Ignoring files</li>
<li>Working on the web: <code>clone</code>, <code>pull</code>, <code>push</code>, ...</li>
<li>Resolving conflicts</li>
<li>Open licenses</li>
<li>Where to host work, and why</li>
<li><a href="{{site.swc_lessons}}/ref/02-git.html">Reference...</a></li>
</ul>
</div>
<div class="col-md-6">
<h3>Managing Data with SQL</h3>
<ul>
<li>Reading and sorting data</li>
<li>Filtering with <code>where</code></li>
<li>Calculating new values on the fly</li>
<li>Handling missing values</li>
<li>Combining values using aggregation</li>
<li>Combining information from multiple tables using <code>join</code></li>
<li>Creating, modifying, and deleting data</li>
<li>Programming with databases</li>
<li><a href="{{site.swc_lessons}}/ref/04-sql.html">Reference...</a></li>
</ul>
</div>
</div>
<hr/>
-->
<!--
SETUP
Delete irrelevant sections from the setup instructions. Each
section is inside a 'div' without any classes to make the beginning
and end easier to find.
This is the other place where people frequently make mistakes, so
please preview your site before committing, and make sure to run
'tools/check' as well.
-->
<h2 id="setup">Setup</h2>
<p>
To participate in a Data Carpentry workshop, you will need working copies of the
described software. Please make sure to install everything (or at least to download
the installers) before the start of your workshop. Participants should bring and use
their own laptops to insure the proper setup of tools for an efficient workflow
once you leave the workshop.
<p>
Please follow these <a href=install.html>Setup Instructions</a>.
<p>
We maintain a list of common issues that occur during installation as a reference for instructors
that may be useful on the
<a href = "https://github.com/swcarpentry/workshop-template/wiki/Configuration-Problems-and-Solutions">Configuration Problems and Solutions wiki page</a>.
</p>