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<!doctype html>
<html>
<head>
<title>Race for the White House</title>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<link
rel="apple-touch-icon"
sizes="180x180"
href="favicon/apple-touch-icon.png"
/>
<link
rel="icon"
type="image/png"
sizes="32x32"
href="favicon/favicon-32x32.png"
/>
<link
rel="icon"
type="image/png"
sizes="16x16"
href="favicon/favicon-16x16.png"
/>
<link rel="manifest" href="favicon/site.webmanifest" />
<!-- FULL PAGE JS -->
<link
rel="stylesheet"
href="https://cdnjs.cloudflare.com/ajax/libs/fullPage.js/4.0.20/fullpage.min.css"
/>
<!-- BOOTSTRAP -->
<link
href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.2/dist/css/bootstrap.min.css"
rel="stylesheet"
integrity="sha384-T3c6CoIi6uLrA9TneNEoa7RxnatzjcDSCmG1MXxSR1GAsXEV/Dwwykc2MPK8M2HN"
crossorigin="anonymous"
/>
<!-- FONT AWESOME -->
<script
src="https://kit.fontawesome.com/516b63bb3e.js"
crossorigin="anonymous"
></script>
<!-- CUSTOM CSS -->
<link rel="stylesheet" type="text/css" href="css/inspector.css" />
<link href="css/style.css" rel="stylesheet" />
<!--NO SLIDE-->
<link
rel="stylesheet"
href="https://cdnjs.cloudflare.com/ajax/libs/noUiSlider/15.4.0/nouislider.css"
integrity="sha512-DGB74Gyw93qON+V0QxSRs1er6sqoPyFoy23HBL5LN7MRJBcjeCU22zega+vOEGE0XQLoVrv4ExcaesSTwZQA2w=="
crossorigin="anonymous"
referrerpolicy="no-referrer"
/>
</head>
<body>
<div id="loading">
<img
src="https://cdn.dribbble.com/users/626506/screenshots/2661024/800600.gif"
alt="Loading..."
/>
</div>
<div id="main-content" style="display: none"></div>
<div class="row">
<div id="fullpage">
<!--BEGIN INTRO-->
<div class="section" id="section-0">
<div class="container text-center">
<div class="row">
<div class="col-md-8 mx-auto">
<!-- Added 'mx-auto' class for centering -->
<p class="fade-in-paragraph">
Keeping up with American presidential elections can be tough.
</p>
<p class="fade-in-paragraph">
With so many news sources and constant updates, it's easy to
feel overwhelmed.
</p>
<p class="fade-in-paragraph">
To address this issue, we utilized Artificial Intelligence to
summarize the media coverage of candidates and present it in a
more digestible format.
</p>
<p class="fade-in-paragraph">
For the best experience, we suggest enabling the volume on
your device.
</p>
<button
type="button"
class="btn btn-secondary"
id="accept-button"
>
Proceed
</button>
</div>
</div>
</div>
</div>
<div class="section" id="section-1">
<video id="myVideo" data-autoplay playsinline>
<source src="img/intro-video2.mov" type="video/mp4" />
</video>
<div>
<div class="row">
<div class="col-md-12 d-flex justify-content-center">
<div class="col-5 text-center">
<h1 id="website-title">Race for the White House</h1>
<div class="redBlock underline"></div>
<div class="scroll-arrow bounce">
<i
id="title-scroll-arrow"
class="fa-solid fa-angles-down fa-2x"
></i>
</div>
</div>
</div>
</div>
</div>
</div>
<!--WHITE HOUSE INTRO-->
<div class="section">
<div class="container text-center" id="white-house-introduction">
<p style="padding-top: 1em">
The White House: a symbol of power, shaped by the voice of the
people.
</p>
<p>Media narratives weave the fabric of our political landscape.</p>
<p>
Each word, each story, is a stroke painting our nation's future.
</p>
<p>
Behold the canvas of democracy, where media and minds converge to
elect a leader.
</p>
</div>
</div>
<!--END WHITE HOUSE INTRO-->
<!--BEGIN WHITE HOUSE VISUAL-->
<div class="section" id="section-2">
<div class="container text-center" id="white-house-visual">
<div class="row">
<div class="col-md-6 mx-auto text-center">
<h1>The White House</h1>
<div class="redBlock underline"></div>
</div>
</div>
<div class="row justify-content-center">
<div class="tv">
<div class="antenna-left"></div>
<div class="antenna-right"></div>
<div class="tv-content">
<div
class="tv-screen"
id="special-viz"
style="height: 100%; width: 100%"
></div>
</div>
</div>
</div>
<div class="row">
<div class="col-md-6 mx-auto text-center" style="width: 50%">
<div class="shadow bg-white rounded" id="tv-desc">
<p>
The White House serves as the official home of the President
of the United States. As every aspiring candidate strives to
secure this prestigious residence, they inevitably attract
significant media scrutiny. Hover over the above voronoi
stippling image to uncover additional details! Each dot on
the screen corresponds to one of the
<strong>50,000+</strong>
candidate mentions in our dataset.
</p>
</div>
</div>
</div>
</div>
</div>
<!--END WHITE HOUSE VISUAL-->
<!--Introduce the Election-->
<div class="section" id="election-intro">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="col-6 text-center">
<h1>2024 Presidential Election</h1>
</div>
<div class="col-6 redBlock underline"></div>
</div>
</div>
<div class="row">
<div
class="shadow p-3 mb-5 bg-white rounded col-6"
id="election-intro-content"
>
<p>
As we approach 2024, the United States gears up for another
crucial Presidential Election. At this point, the focus lies
on the candidates from the Republican and Democratic parties,
who are competing to secure their party's nomination.
</p>
<p>
The electoral process involves a series of primaries and
caucuses across each state and territory, starting with the
Iowa Caucus on January 15th, where voters will express their
preferences for the presidential nominees within their
respective parties.
</p>
<p>
This initial contest marks the beginning of a rigorous
campaign season where candidates will vie for support and
delegates to ultimately claim their spot on the ballot for the
presidency on November 5th.
</p>
</div>
<div class="col-md-6">
<img
src="img/white-house.png"
id="white-house"
class="img-fluid"
/>
</div>
</div>
</div>
</div>
<!--BEGIN PROJECT INTRODUCTION-->
<div class="section" id="project-intro">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="col-md-6 mx-auto text-center">
<h1>Politics and Media</h1>
<div class="redBlock underline"></div>
</div>
</div>
</div>
<div class="row">
<div class="shadow p-3 mb-5 bg-white rounded col-12">
<section class="testimonial">
<div class="container">
<div class="row">
<div class="col-lg-6 d-none d-lg-block">
<ol class="carousel-indicators tabs">
<li
data-bs-target="#carouselExampleIndicators"
data-bs-slide-to="0"
class="active"
>
<figure style="cursor: pointer">
<img
src="img/intro_page/theproblem.png"
width="160"
height="160"
class="img-fluid"
alt="Media"
/>
</figure>
</li>
<li
data-bs-target="#carouselExampleIndicators"
data-bs-slide-to="1"
>
<figure style="cursor: pointer">
<img
src="img/intro_page/thesolution.png"
width="280"
height="280"
class="img-fluid"
alt=""
/>
</figure>
</li>
<li
data-bs-target="#carouselExampleIndicators"
data-bs-slide-to="2"
>
<figure style="cursor: pointer">
<img
src="img/intro_page/learnmore.png"
width="160"
height="160"
class="img-fluid"
alt=""
/>
</figure>
</li>
</ol>
</div>
<div
class="col-lg-6 d-flex justify-content-center align-items-center"
>
<div
id="carouselExampleIndicators"
data-interval="false"
class="carousel slide"
data-bs-ride="carousel"
>
<div class="carousel-inner">
<div class="carousel-item active">
<h2>The Problem</h2>
<div class="quote-wrapper">
<p>
In the age of information, the volume of news
available can be overwhelming, making it
challenging for citizens to stay informed
without feeling inundated. TV news in
particular often focuses on sensationalism and
driving viewership over nuanced coverage. The
true substance of candidates can become
obscured, leaving potential voters grappling
with biased narratives and a lack of depth in
coverage.
</p>
<button class="btn btn-primary next-slide">
Next Slide
</button>
</div>
</div>
<div class="carousel-item">
<h2>The Solution</h2>
<div class="quote-wrapper">
<p>
Leveraging the vast dataset of nearly 3
million hours of U.S. local and national TV
news from The Internet Archive, our website
summarizes key events and narratives from the
previous week using machine learning models
for the purposes of comparing sentiment across
news networks and sources.
</p>
<button class="btn btn-primary next-slide">
Next Slide
</button>
</div>
</div>
<div class="carousel-item">
<h2>Learn More</h2>
<div class="quote-wrapper">
<p>
If you're interested in learning more about
how we collect our data, watch the
informational video linked below! It walks
through our data collection process from start
to finish, and is explained by some voices
that you may find familiar!
</p>
<button
type="button"
class="btn btn-primary"
data-bs-toggle="modal"
data-bs-target="#introModal"
id="play-vid"
>
Play Video
</button>
</div>
</div>
</div>
<ol class="carousel-indicators indicators">
<li
data-bs-target="#carouselExampleIndicators"
data-bs-slide-to="0"
class="active"
></li>
<li
data-bs-target="#carouselExampleIndicators"
data-bs-slide-to="1"
></li>
<li
data-bs-target="#carouselExampleIndicators"
data-bs-slide-to="2"
></li>
</ol>
</div>
</div>
</div>
</div>
</section>
</div>
</div>
</div>
</div>
<!--END PROJECT INTRODUCTION-->
<!--BEGIN CANDIDATE INTRO-->
<div class="section" id="section-3">
<div class="container text-center" id="candidate-introduction">
<h1>The Candidates</h1>
<p>
In the upcoming 2024 presidential election, numerous candidates
have become the center of media interest, piquing the curiosity of
the american public. As the nation eagerly anticipates its future
leader, these candidates have taken center stage on the national
platform, aiming to win over the hearts and minds of voters. With
the media's attention firmly fixed upon them, let's formally
introduce the prominent contenders who have risen to prominence in
this crucial election.
</p>
<div class="scroll-arrow bounce">
<i
id="title-scroll-arrow"
class="fa-solid fa-angles-down fa-2x"
></i>
</div>
</div>
</div>
<!--END CANDIDATE INTRO-->
<!-- BEGIN 2024 CANDIDATE BIOS -->
<div class="section" id="section-4">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="col-md-3 mx-auto text-center">
<h1>2024 Candidates</h1>
<div class="redBlock underline"></div>
<p
id="candidate-instruction"
style="color: transparent; font-size: large"
>
Click on a Candidate to Learn More
</p>
</div>
</div>
</div>
<div class="row">
<div class="col-md-12 text-center" id="candidate-info"></div>
</div>
</div>
</div>
<!-- END 2024 CANDIDATE BIOS -->
<!-- BEGIN CANDIDATE VOLUME -->
<div class="section">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="col-md-6 mx-auto text-center">
<h1>Candidate Coverage Volume</h1>
<div class="redBlock underline"></div>
</div>
</div>
</div>
<div
id="volume-bubbles"
style="display: flex; justify-content: center"
></div>
<div
id="legend-container"
style="display: flex; justify-content: center"
></div>
</div>
</div>
<!-- END CANDIDATE VOLUME -->
<div class="section" id="section-6">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="col-md-6 mx-auto text-center">
<h1>Candidate Coverage Sentiment</h1>
<div class="redBlock underline"></div>
</div>
</div>
</div>
<div class="row">
<div
class="col-md-8 text-center"
id="candidate-sentiment-bars"
></div>
<div class="col-md-4 text-center" id="avg-sentiment-container">
<div class="row">
<div
class="shadow p-3 mb-5 bg-white rounded col-md-12"
id="avg-sentiment-info"
>
<div class="form-check form-check-inline">
<input
class="form-check-input"
type="radio"
name="inlineRadioOptions"
id="show-all-sentiment"
value="option1"
checked
/>
<label class="form-check-label" for="inlineRadio1"
>All Candidates</label
>
</div>
<div class="form-check form-check-inline">
<input
class="form-check-input"
type="radio"
name="inlineRadioOptions"
id="poll-leaders-sentiment"
value="option2"
/>
<label class="form-check-label" for="inlineRadio2"
>Poll Leaders</label
>
</div>
<div>
<p
style="text-align: left"
id="candidate-sentiment-description"
></p>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<!--BEGIN BUMP CHART-->
<div class="section" id="section-7">
<div class="container">
<div class="col-md-4 mx-auto text-center">
<h1>Changing Winds</h1>
<div class="redBlock underline"></div>
</div>
<div class="row">
<div class="col-md-6 mx-auto text-center">
<h3 class="dropdown-textfield">
How has the
<span class="form-group">
<select class="form-control" id="bump-chart-selection">
<option value="volume">volume</option>
<option value="sentiment">sentiment</option>
</select>
</span>
of candidate coverage changed over time?
</h3>
</div>
</div>
<div class="row" id="bump-chart-row">
<div class="col-12" id="bumpchartcolumn">
<div id="bump-chart-area"></div>
</div>
</div>
</div>
</div>
<!--END BUMP CHART-->
<div class="section" id="section-8">
<div class="container text-center" id="media-analysis">
<h1>The Media</h1>
<p>
In the 2024 presidential election, the media is the nation's
political compass. It informs, shapes narratives, and holds the
key to an informed electorate, playing an indispensable role in
our democracy's journey.
</p>
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id="title-scroll-arrow"
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<h1>
Sentiment by Network<sup
><span style="font-family: sans-serif">*</span></sup
>
</h1>
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<h3>What percentage of reports are positive?</h3>
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class="col-md-12"
id="by-network"
style="text-align: center"
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<h1>Candidate Coverage by Network</h1>
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<button type="button" id="sbfButton">
Reset Visualization to Include All Networks
</button>
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<div
class="col-auto text-center"
id="sentiment-by-frequency"
></div>
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<div class="section" id="section-impact-intro">
<div class="container">
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<h1>Uncover the Impact: Your Interactive Analysis</h1>
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</div>
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class="shadow p-3 mb-5 bg-white rounded col-6"
id="impact-event-intro"
>
<p>
Delve into the dynamics of political influence with our
interactive visualization. As you've journeyed through the ebb
and flow of the election campaign, you might have pondered the
'whys' behind the sudden rises and falls of candidates. Here,
we empower you to uncover these mysteries.
</p>
<p>
Select from key political events, choose the candidates of
interest, and decide whether to track coverage sentiment or
volume.
</p>
<p>
This tool is designed to bring your observations full circle,
offering you the reins to explore the intricate web of
political events and their tangible effects on public
perception and media coverage. Discover how specific events
have shaped the election narrative in real-time. Your insights
await.
</p>
</div>
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<img
src="img/breakingnews.png"
id="breaking-news-image"
class="img-fluid"
/>
</div>
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<div class="section" id="section-impact-event">
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<h1>Impactful Events</h1>
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class="tooltip-lastslide"
style="opacity: 0; position: absolute"
></div>
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<div id="impact-event-chart-area"></div>
<div class="row auto" id="timelinerow">
<div id="timeline-window-area"></div>
</div>
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<div class="col-3" id="candidate-selections-box">
<div class="row title-area" id="settingstitle">
<div class="col-md-12 mx-auto text-center">
<span class="adjustments-title"
>Make Your Own Adjustments</span
>
</div>
</div>
<div
id="event-legend-container"
class="container-fluid legend-section"
>
<h5 class="settingsQ">How did the...</h5>
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<div class="form-group">
<!-- Select box for choosing the event -->
<select class="form-control" id="event-selection">
<option value="20230824">
Trump Georgia Arrest (August 24th, 2023)
</option>
<option value="20231007">
Hamas Invaision of Israel (October 8th, 2023)
</option>
<option value="20230823">
First GOP Debate (August 23rd, 2023)
</option>
<option value="20230927">
Second GOP Debate (September 27th, 2023)
</option>
<option value="20231108">
Third GOP Debate (November 8th, 2023)
</option>
</select>
</div>
</div>
</div>
</div>
<div
id="metric-legend-container"
class="container-fluid legend-section"
>
<div class="col-md-12 mx-auto text-center">
<h5 class="dropdown-textfield">
Impact the
<span class="form-group">
<select
class="form-control"
id="line-stat-selection-impact"
>
<option value="volume">Number of Mentions</option>
<option value="sentiment">Sentiment of Coverage</option>
</select>
</span>
</h5>
</div>
</div>
<div
id="candidate-legend-container"
class="container-fluid legend-section"
>
<h5>For (select candidates):</h5>
<div id="legend-panel-row1" class="row mb-3">
<div class="col-2 candidate_containers">
<img
src="img/candidate_portraits/biden.png"
alt=""
id="biden_button"
/>
<span class="candidate-name">Biden</span>
</div>
<div class="col-2 candidate_containers">
<img
src="img/candidate_portraits/christie.png"
alt=""
id="christie_button"
/>
<span class="candidate-name">Christie</span>
</div>
<div class="col-2 candidate_containers">
<img
src="img/candidate_portraits/desantis.png"
alt=""
id="desantis_button"
/>
<span class="candidate-name">Desantis</span>
</div>
<div class="col-2 candidate_containers">
<img
src="img/candidate_portraits/haley.png"
alt=""
id="haley_button"
/>
<span class="candidate-name">Haley</span>
</div>
</div>
<div id="legend-panel-row2" class="row mb-3">
<div class="col-2 candidate_containers">
<img
src="img/candidate_portraits/pence.png"
alt=""
id="pence_button"
/>
<span class="candidate-name">Pence</span>
</div>
<div class="col-2 candidate_containers">
<img
src="img/candidate_portraits/ramaswamy.png"
alt=""
id="ramaswamy_button"
/>
<span class="candidate-name">Ramaswamy</span>
</div>
<div class="col-2 candidate_containers">
<img
src="img/candidate_portraits/scott.png"
alt=""
id="scott_button"
/>
<span class="candidate-name">Scott</span>
</div>
<div class="col-2 candidate_containers">
<img
src="img/candidate_portraits/trump.png"
alt=""
id="trump_button"
/>
<span class="candidate-name">Trump</span>
</div>
</div>
</div>
</div>
</div>
</div>
<!--BEGIN CONCLUSION-->
<div class="section" id="conclusion">
<div class="container">
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<h1>What Did We Learn?</h1>
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</div>
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id="conclusion-col"
>
Many of our beliefs regarding the shortcomings of television
media were confirmed:
<ul class="conclusion-list">
<li>
Candidates with lower name recognition were not only less
likely to be covered, but in some cases received 10 to 100
times less coverage
</li>
<li>
More traditionally partisan networks such as Fox News, CNN,
and MSBNC tended to focus on negative coverage of
adversarial candidates
</li>
<li>
There is a clear incumbency advantage in the media. The
coverage of both President Biden and former President Trump
dwarf that of the candidates.
</li>
</ul>
So, what can we do to avoid falling victim to the media frenzy?
<ul class="conclusion-list">
<li>
Conduct independent research on the candidates: visit their
campaign sites, read policy proposals, and watch or listen
to interviews and debates
</li>
<li>
Seek out alternative, less sensational sources of
information, to include print media and long-form content
such as podcasts
</li>
<li>
If you find a candidate you are passionate about, spread the
word! Talk to friends and family, donate time or money to
their campaign, and of course, VOTE come Election Day!
</li>
</ul>
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<img src="img/vote.png" id="ballot-box" class="img-fluid" />
</div>
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</div>
</div>
<!--END CONCLUSION-->
<!--TEAM PROFILES-->
<div class="section">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="col-md-6 mx-auto text-center">
<h1>Team Members</h1>
</div>
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class="col-md-4 mx-auto text-center redBlock underline"
></div>
</div>
</div>
<div class="row" style="padding-block: 50px">
<div class="col-md-12 text-center" id="team-profiles"></div>
</div>
</div>
</div>
<div class="section">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="col-md-6 mx-auto text-center">
<h1>Acknowledgments</h1>
</div>
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class="col-md-4 mx-auto text-center redBlock underline"
></div>
</div>
</div>
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<div
class="shadow p-3 mb-5 bg-white rounded col-md-8 mx-auto text-center"
id="ack-content"
>
<p>
We do not own the rights to any of the video, audio, or
images used in this project. This project is for educational
use only and may not be used for commercial purposes.
</p>
<p>
Thank you to the Internet Archive and its supporters for
creating and continuously updating its television news
archive. We encourage everyone to check out the
<a href="https://archive.org/details/tv" target="_blank"
>archive</a
>
and play around with different search terms and date ranges.
</p>
<p>
Finally, we'd like to thank our professors, Hanspeter
Pfister and Johanna Beyer, our teaching fellow Johannes
Knittel, and the rest of the teaching staff for equiping
with the tools to create this project.
</p>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<!--'Breaking News' bar at the bottom-->
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<div class="news-container" id="breaking-news" style="visibility: hidden">
<div class="title">Breaking News</div>
<ul>
<li>PRIMARIES AND CAUCUSES</li>
<li>Jan 15: Iowa (R)</li>
<li>Jan 23: New Hampshire</li>
<li>February 3: South Carolina (D)</li>
<li>February 6: Nevada (D)</li>
<li>February 8: Nevada (R)</li>
<li>February 24: South Carolina (R)</li>
<li>February 27: Michigan</li>
<li>March 2: Idaho (R), Missouri (R)</li>
<li>March 4: North Dakota (R)</li>
<li>
March 5 (Super Tuesday): Alabama, Alaska (R), Arizona, California,
Colorado, Iowa (D), Maine, Massachusetts, Minnesota, North Carolina,
Oklahoma, Tennessee, Texas, Utah, Vermont, Virginia
</li>
<li>March 12: Georgia, Hawaii (R), Mississippi, Washington</li>
<li>March 19: Arizona, Florida, Illinois, Kansas, Ohio</li>
<li>March 23: Louisiana, Missouri (D)</li>
<li>
April 2: Connecticut, Delaware, New York, Rhode Island, Wisconsin
</li>
<li>April 6: Alaska (D), Hawaii (D), North Dakota (D)</li>
<li>April 13: Wyoming (D)</li>
<li>April 23: Pennsylvania</li>
<li>May 7: Indiana</li>
<li>May 14: Maryland, Nebraska, West Virginia</li>
<li>May 21: Kentucky, Oregon</li>
<li>May 25: Idaho (D)</li>