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<!DOCTYPE HTML>
<!--
Miniport by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html>
<head>
<title>PH Twitter Fake News Analysis</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
<link rel="icon" type="image/x-icon" href="images/CS132-LOGO.png">
</head>
<body class="is-preload">
<!-- Nav -->
<nav id="nav">
<ul class="container">
<li><a href="#top">Top</a></li>
<li><a href="#overview">Overview</a></li>
<li><a href="#data">Data</a></li>
<li><a href="#methods">Methods</a></li>
<li><a href="#results">Results</a></li>
<li><a href="#team">Team</a></li>
</ul>
</nav>
<!-- Home -->
<article id="top" class="wrapper style1">
<div class="container">
<div class="row">
<div class="col-4 col-5-large col-12-medium">
<span class="image fit"><img src="images/CS132-LOGO.png" alt="" /></span>
</div>
<div class="col-8 col-7-large col-12-medium">
<header>
<h1>
Hi. We are the
<strong class = "gold-gradient hover-underline-animation">
Gold Diggers.
</strong>
</h1>
</header>
<p>
And this is our project, <strong>Analysis on Tweets Supposing the "Golden Era" during the FEM regime </strong>, where we <em><span class = "gold">dig</span> through the reasons why the <span class = "gold">"Golden Era"</span> is regarded as it is—hence, our name</em>.
</p>
<p>Data Science Team</p>
<ul style="list-style-type:none; margin-top:-30px;">
<li>Ma. Pauline Abcede, WFX</li>
<li>Carmelo Ellezandro Atienza, WFX</li>
<li>Calvin James Maximo, WFX</li>
</ul>
</div>
</div>
</div>
</article>
<!-- Overview -->
<article id="overview" class="wrapper style2">
<div class="container">
<header>
<h2>Here's an overview of our project.</h2>
<p>The noise of misinformation and disinformation deafens the history and democracy of our country.</p>
</header>
<div class="row aln-center">
<div class="col-4 col-6-medium col-12-small">
<section class="box style1" style = "height:100%">
<span class="icon featured fa-comments"></span>
<h3>Motivation</h3>
<p>
With another Marcos seated in the position of President, the issue of historical distortion regarding the administration of former-President Ferdinand Marcos
is <em>more alarming than ever</em>. As such, our team is motivated to contribute in any way we can in countering the dis/misinformation spreading rapidly through social media.
</p>
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box style1" style = "height:100%">
<span class="icon solid featured fa-camera-retro"></span>
<h3>Problem</h3>
<p>As we believe that education is the primary key in fighting dis/misinformation,
it is important to identify which areas of learning we may need to work on more intensively to guide us in formulating a proper plan of action to counter the issue of historical distortion.
</p>
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box style1" style = "height:100%">
<span class="icon featured fa-thumbs-up"></span>
<h3>Solution</h3>
<p>
To find an answer to this question, our team plans to study dis/misinformative tweets implying how FEM's regime was a “Golden era” and identify which reason appears to be their most common claim.
This should help us gain insights on how to approach our nation's problem on dis/misinformation regarding the FEM regime through education.</p>
</section>
</div>
</div>
<footer>
<p>Through the data science pipeline, we've harnessed the power to probe through
<a href = "https://twitter.com/home" style = "text-decoration: none; font-weight: 600;">Twitter</a>
and get the information we need.
</p>
<a href="https://docs.google.com/spreadsheets/d/1MHcIRTNmKmb6DngndRu0EYCh4d4RrkaeGGLXeOc9lug/edit?usp=sharing" class="button large scrolly">Let's take a look at our data</a>
</footer>
</div>
</article>
<article id="overview" class="wrapper style2">
<header>
<h2>Problem Formulation</h2>
<p>We lay out our foundation in tackling the tweets on the "Golden era" during the FEM regime.</p>
</header>
<div class="row aln-center">
<div class="col-4 col-6-medium col-12-small" id ="prob-form-box">
<section class="box style1" style = "height:100%">
<h3>Research Question</h3>
<h3 class = "prob-form">
What were the <span class = "gold">most common reasons</span> in dis/misinformative tweets supposing the “Golden era” during FEM regime?
</h3>
</section>
</div>
</div>
<div class="row aln-center">
<div class="col-4 col-6-medium col-12-small" id ="prob-form-box">
<section class="box style1" style = "height:100%">
<h3>Hypothesis</h3>
<h3 class = "prob-form">
The dis/misinformative tweets were <span class = "gold">most likely to claim the strong government opposition against communism</span> during the FEM regime,
which led to the supposed “Golden era.”
</h3>
</section>
</div>
</div>
<div class="row aln-center">
<div class="col-4 col-6-medium col-12-small" id ="prob-form-box">
<section class="box style1" style = "height:100%">
<h3>Null Hypothesis</h3>
<h3 class = "prob-form">
The dis/misinformative tweets were <span class = "gold">equally likely to claim various reasons </span>that led to the supposed “Golden era” during the FEM regime.
</h3>
</section>
</div>
</div>
<div class="row aln-center">
<div class="col-4 col-6-medium col-12-small" id ="prob-form-box">
<section class="box style1" style = "height:100%">
<h3>Solution</h3>
<h3 class = "prob-form">
Collect dis/misinformative tweets, identify each tweet's main reason for their claim, and tally and rank their reasons according to frequency.
</h3>
</section>
</div>
</div>
</article>
<!-- Data
<article id="data" class="wrapper style3">
<div class="container">
<header>
<h2>We mined the internet for fake news data.</h2>
<p>A look on the tools we used to extract our data. </p>
</header>
<div class="row">
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="#" class="image featured"><img src="images/pic01.jpg" alt="" /></a>
<h3><a href="#">Topic</a></h3>
<p>Ornare nulla proin odio consequat.</p>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="#" class="image featured"><img src="images/pic02.jpg" alt="" /></a>
<h3><a href="#">Keywords</a></h3>
<p>Ornare nulla proin odio consequat.</p>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="#" class="image featured"><img src="images/pic03.jpg" alt="" /></a>
<h3><a href="#">Tools</a></h3>
<p>Ornare nulla proin odio consequat.</p>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="#" class="image featured"><img src="images/pic04.jpg" alt="" /></a>
<h3><a href="#">Tempus dolore</a></h3>
<p>Ornare nulla proin odio consequat.</p>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="#" class="image featured"><img src="images/pic05.jpg" alt="" /></a>
<h3><a href="#">Feugiat aliquam</a></h3>
<p>Ornare nulla proin odio consequat.</p>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="#" class="image featured"><img src="images/pic06.jpg" alt="" /></a>
<h3><a href="#">Sed amet ornare</a></h3>
<p>Ornare nulla proin odio consequat.</p>
</article>
</div>
</div>
<footer>
<p>Lorem ipsum dolor sit sapien vestibulum ipsum primis?</p>
</footer>
</div>
</article>
-->
<!-- Methods -->
<article id="methods" class="wrapper style3">
<div class="container">
<header>
<h2>Let's talk about our data science methodology.</h2>
<p>Proin odio consequat sapien vestibulum consequat lorem dolore feugiat.</p>
</header>
<div class="row">
<div class="col-6 col-6-medium col-12-small">
<article class="box style2" style = "height:100%">
<a href="data_exploration.html" class="image featured"><img src="images/dataexpCover.jpg" alt="" /></a>
<h3><a href="data_exploration.html">Data Exploration</a></h3>
<p>Analyzing the data through the power of Python.</p>
</article>
</div>
<div class="col-6 col-6-medium col-12-small">
<article class="box style2">
<a href="#" class="image featured"><img src="images/pic01.jpg" alt="" /></a>
<h3><a href="#">Machine Learning</a></h3>
<p>A work in progress...</p>
</article>
</div>
</div>
<footer>
<p>Lorem ipsum dolor sit sapien vestibulum ipsum primis?</p>
</footer>
</div>
</article>
<!-- Results -->
<article id="results" class="wrapper style3">
<div class="container">
<header>
<h2>Here's what we found out.</h2>
<p>Proin odio consequat sapien vestibulum consequat lorem dolore feugiat.</p>
</header>
<div class="row">
<div class="col-6 col-6-medium col-12-small">
<article class="box style2">
<a href="#" class="image featured"><img src="images/pic02.jpg" alt="" /></a>
<h3><a href="#">Results</a></h3>
<p>Ornare nulla proin odio consequat.</p>
</article>
</div>
<div class="col-6 col-6-medium col-12-small">
<article class="box style2">
<a href="#" class="image featured"><img src="images/pic01.jpg" alt="" /></a>
<h3><a href="#">Results</a></h3>
<p>Ornare nulla proin odio consequat.</p>
</article>
</div>
</div>
<footer>
<p>Want to learn more? Take a look at our source codes.</p>
<a href="https://github.com/aritako/cs132-g36" class="button large scrolly">Github Repo</a>
</footer>
</div>
</article>
<!-- Team -->
<article id="team" class="wrapper style4">
<div class="container medium">
<header>
<h2>We'd like to hear from you.</h2>
<p>You can add more information about the team members here.</p>
</header>
<div class="row">
<div class="col-12">
<form method="post" action="#">
<div class="row">
<div class="col-6 col-12-small">
<input type="text" name="name" id="name" placeholder="Name" />
</div>
<div class="col-6 col-12-small">
<input type="text" name="email" id="email" placeholder="Email" />
</div>
<div class="col-12">
<input type="text" name="subject" id="subject" placeholder="Subject" />
</div>
<div class="col-12">
<textarea name="message" id="message" placeholder="Message"></textarea>
</div>
<div class="col-12">
<ul class="actions">
<li><input type="submit" value="Send Message" /></li>
<li><input type="reset" value="Clear Form" class="alt" /></li>
</ul>
</div>
</div>
</form>
</div>
<div class="col-12">
<hr />
<h3>Find me on ...</h3>
<ul class="social">
<li><a href="#" class="icon brands fa-twitter"><span class="label">Twitter</span></a></li>
<li><a href="#" class="icon brands fa-facebook-f"><span class="label">Facebook</span></a></li>
<li><a href="#" class="icon brands fa-dribbble"><span class="label">Dribbble</span></a></li>
<li><a href="#" class="icon brands fa-linkedin-in"><span class="label">LinkedIn</span></a></li>
<li><a href="#" class="icon brands fa-tumblr"><span class="label">Tumblr</span></a></li>
<li><a href="#" class="icon brands fa-google-plus"><span class="label">Google+</span></a></li>
<li><a href="#" class="icon brands fa-github"><span class="label">Github</span></a></li>
<!--
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<li><a href="#" class="icon brands fa-youtube"><span>YouTube</span></a></li>
<li><a href="#" class="icon brands fa-blogger"><span>Blogger</span></a></li>
<li><a href="#" class="icon brands fa-flickr"><span>Flickr</span></a></li>
<li><a href="#" class="icon brands fa-vimeo"><span>Vimeo</span></a></li>
-->
</ul>
<hr />
</div>
</div>
<footer>
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<li>© Untitled. All rights reserved.</li><li>Design: <a href="http://html5up.net">HTML5 UP</a></li>
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