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<span class=navbar-toggler-icon></span></button><div class="collapse navbar-collapse text-center" id=navigation><ul class="navbar-nav ml-auto"><li class=nav-item><a class="nav-link text-dark" href=/DS250-Cannon>Home</a></li><li class=nav-item><a class="nav-link text-dark" href=/DS250-Cannon/projects>Projects</a></li><li class=nav-item><a class="nav-link text-dark" href=/DS250-Cannon/contact>Contact</a></li><li class=nav-item><a class="nav-link text-dark" href=/DS250-Cannon/course-materials>Materials</a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle text-dark" href=# role=button data-toggle=dropdown aria-haspopup=true aria-expanded=false>Navigate</a><div class=dropdown-menu><a class=dropdown-item href=/DS250-Cannon/slides>Slides</a>
<a class=dropdown-item href=/DS250-Cannon/course-materials/syllabus/>Syllabus</a>
<a class=dropdown-item href=/DS250-Cannon/faq>FAQ</a></div></li></ul></div></div></nav></header><section class="single section-sm pb-0"><div class=container><div class=row><div class=col-lg-3><div class=sidebar><ul class=list-styled><a class=back-btn href=/DS250-Cannon></a><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/ title=Slides class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/>Slides</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p5/ title="Week 10-11: Project 5 - Star Wars" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p5/>Week 10-11: Project 5 - Star Wars</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p5/d1/ title="Day 1: The war with Star Wars" class="sidelist
active"><a href=https://byuistats.github.io/DS250-Cannon/slides/p5/d1/>Day 1: The war with Star Wars</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/ title="Week 8-9: Project 4 - Homes" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/>Week 8-9: Project 4 - Homes</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/d4/ title="Day 4: Evaluating Our Models, Part 2" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/d4/>Day 4: Evaluating Our Models, Part 2</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/d3/ title="Day 3: Training a Classifier, Part 2" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/d3/>Day 3: Training a Classifier, Part 2</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/d2/ title="Day 2: Intro to Machine Learning" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/d2/>Day 2: Intro to Machine Learning</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/d1/ title="Day 1: Intro to ML" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/d1/>Day 1: Intro to ML</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/ title="Week 6-7: Project 3 - Baseball" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/>Week 6-7: Project 3 - Baseball</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/d4/ title="Day 4: Practice Coding Challenge" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/d4/>Day 4: Practice Coding Challenge</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/d3/ title="Day 3: The end of baseball" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/d3/>Day 3: The end of baseball</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/d2/ title="Day 2: SQL Calculations" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/d2/>Day 2: SQL Calculations</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/d1/ title="Day 1: Intro to Project 3" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/d1/>Day 1: Intro to Project 3</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/ title="Week 4-5: Project 2 - Flights" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/>Week 4-5: Project 2 - Flights</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/d4/ title="Day 4: Exporting JSON" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/d4/>Day 4: Exporting JSON</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/d3/ title="Day 2B: Missing Data" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/d3/>Day 2B: Missing Data</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/d2/ title="Day 2: Transforming Data" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/d2/>Day 2: Transforming Data</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/d1/ title="Day 1: Intro to Flights Data" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/d1/>Day 1: Intro to Flights Data</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p1/ title="Week 2-3: Project 1 - Names" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p1/>Week 2-3: Project 1 - Names</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p1/d3/ title="Day 3: Making your name stand out" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p1/d3/>Day 3: Making your name stand out</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p1/d2/ title="Day 2: Seeing names with Altair" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p1/d2/>Day 2: Seeing names with Altair</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p1/d1/ title="Day 1: Exploring names with pandas" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p1/d1/>Day 1: Exploring names with pandas</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/introduction/ title="Week 1: Introduction" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/introduction/>Week 1: Introduction</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/introduction/day02/ title="Day 2: Project 0" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/introduction/day02/>Day 2: Project 0</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/introduction/day01/ title="Day 1: Welcome" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/introduction/day01/>Day 1: Welcome</a></li></ul></li></ul></li></ul></div></div><div class=col-lg-9><div class="p-lg-5 p-4 bg-white"><h2 class=mb-5>Day 1: The war with Star Wars</h2><div class=content><h2 id=welcome-to-class>Welcome to class!</h2><h4 id=spiritual-thought>Spiritual Thought</h4><h4 id=announcements>Announcements</h4><ol><li>Project 4 thoughts<ul><li>Feature Importances - Sorted Bar Graph, not unsorted tables</li><li>Suppress warnings</li><li>And the winner is&mldr;</li></ul></li></ol><br><h2 id=the-star-wars-data>The Star Wars data</h2><h2 id=load-the-star-wars-data>Load the Star Wars data</h2><div class=highlight><pre style=color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=color:#75715e># %%</span>
active"><a href=https://byuistats.github.io/DS250-Cannon/slides/p5/d1/>Day 1: The war with Star Wars</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/ title="Week 8-9: Project 4 - Homes" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/>Week 8-9: Project 4 - Homes</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/d4/ title="Day 4: Evaluating Our Models, Part 2" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/d4/>Day 4: Evaluating Our Models, Part 2</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/d3/ title="Day 3: Training a Classifier, Part 2" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/d3/>Day 3: Training a Classifier, Part 2</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/d2/ title="Day 2: Intro to Machine Learning" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/d2/>Day 2: Intro to Machine Learning</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p4/d1/ title="Day 1: Intro to ML" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p4/d1/>Day 1: Intro to ML</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/ title="Week 6-7: Project 3 - Baseball" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/>Week 6-7: Project 3 - Baseball</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/d4/ title="Day 4: Practice Coding Challenge" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/d4/>Day 4: Practice Coding Challenge</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/d3/ title="Day 3: The end of baseball" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/d3/>Day 3: The end of baseball</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/d2/ title="Day 2: SQL Calculations" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/d2/>Day 2: SQL Calculations</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p3/d1/ title="Day 1: Intro to Project 3" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p3/d1/>Day 1: Intro to Project 3</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/ title="Week 4-5: Project 2 - Flights" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/>Week 4-5: Project 2 - Flights</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/d4/ title="Day 4: Exporting JSON" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/d4/>Day 4: Exporting JSON</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/d3/ title="Day 2B: Missing Data" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/d3/>Day 2B: Missing Data</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/d2/ title="Day 2: Transforming Data" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/d2/>Day 2: Transforming Data</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p2/d1/ title="Day 1: Intro to Flights Data" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p2/d1/>Day 1: Intro to Flights Data</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p1/ title="Week 2-3: Project 1 - Names" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p1/>Week 2-3: Project 1 - Names</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p1/d3/ title="Day 3: Making your name stand out" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p1/d3/>Day 3: Making your name stand out</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p1/d2/ title="Day 2: Seeing names with Altair" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p1/d2/>Day 2: Seeing names with Altair</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/p1/d1/ title="Day 1: Exploring names with pandas" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/p1/d1/>Day 1: Exploring names with pandas</a></li></ul></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/introduction/ title="Week 1: Introduction" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/introduction/>Week 1: Introduction</a><ul><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/introduction/day02/ title="Day 2: Project 0" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/introduction/day02/>Day 2: Project 0</a></li><li data-nav-id=https://byuistats.github.io/DS250-Cannon/slides/introduction/day01/ title="Day 1: Welcome" class=sidelist><a href=https://byuistats.github.io/DS250-Cannon/slides/introduction/day01/>Day 1: Welcome</a></li></ul></li></ul></li></ul></div></div><div class=col-lg-9><div class="p-lg-5 p-4 bg-white"><h2 class=mb-5>Day 1: The war with Star Wars</h2><div class=content><h2 id=welcome-to-class>Welcome to class!</h2><h4 id=spiritual-thought>Spiritual Thought</h4><h4 id=announcements>Announcements</h4><p>Next Thursday, 3/14, at 11:30 in RKS 229, John Stevens, Chair of the Department of Mathematics and Statistics at Utah State University, will speak on “Graduate School: What/Why/How, including at USU”.</p><p>After that (from 12:45 to 1:45), Dr. Stevens is providing a free catered lunch in the Manwaring Center for interested students. There is room for 15 students who are interested in learning more about a graduate degree in mathematics or statistics at USU. If you can come to lunch, please sign up here: <a href=https://www.signupgenius.com/go/10C0D4AA9AF2CA2FCC34-48316304-lunch#/></a>(There is no cost for the lunch unless you are unable to attend and don&rsquo;t let us know at least 5 hours in advance, in which case your BYU-I account will be billed for $17.)</p><p>Dr. Stevens has reserved some time between 2:00 and 3:00 to meet one-on-one with potential graduate students and talk about mathematics and statistics at USU. It would be a great time to meet with him, talk about the courses you’ve had and plan to take, and get tips on getting into graduate school. If you would like 10 minutes to chat with him, sign up here: <a href=https://www.signupgenius.com/go/10C0D4AA9AF2CA2FCC34-48316568-10minutes#/></a></p><ol><li>Project 4 thoughts<ul><li>Feature Importances - Sorted Bar Graph, not unsorted tables</li><li>And the winner is&mldr;</li></ul></li></ol><br><h2 id=the-star-wars-data>The Star Wars data</h2><h2 id=load-the-star-wars-data>Load the Star Wars data</h2><div class=highlight><pre style=color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=color:#75715e># %%</span>
<span style=color:#f92672>import</span> pandas <span style=color:#f92672>as</span> pd
<span style=color:#f92672>import</span> altair <span style=color:#f92672>as</span> alt
<span style=color:#f92672>import</span> numpy <span style=color:#f92672>as</span> np
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