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<!DOCTYPE HTML>
<!--
Massively by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html>
<head>
<title>Portfolio Page - Massively by HTML5 UP</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" />
<noscript><link rel="stylesheet" href="assets/css/noscript.css" /></noscript>
</head>
<body class="is-preload">
<!-- Wrapper -->
<div id="wrapper">
<!-- Header -->
<header id="header">
<a href="index.html" class="logo">Khadija The Analyst</a>
</header>
<!-- Nav -->
<nav id="nav">
<ul class="links">
<li><a href="index.html">Projects</a></li>
<li class="active"><a href="generic.html">Portfolio</a></li>
<li><a href="elements.html">About me</a></li>
</ul>
<ul class="icons">
<li><a href="https://www.linkedin.com/in/khadija-mustafa-98344527b/" class="icon brands fa-instagram"><span class="label">Instagram</span></a></li>
<li><a href="https://github.com/KhadijaTheAnalyst/" class="icon brands fa-github"><span class="label">GitHub</span></a></li>
</ul>
</nav>
<!-- Main -->
<div id="main">
<!-- Post -->
<section class="post">
<header class="major">
<h1>Unleashing the<br />
Power of Data</h1>
<p>Welcome to my Data Analytics Portfolio where I change raw data into valuable information.
Helpful tools like SQL, Python, R, Tableau and Power BI aid me in this task.
I deal with database management, tidying, and data analysis as part of my work.
Furthermore, I create appealing visual representations.
Essentially, my task is to use data to help make decisions.</p>
<p>Check out my projects to see how I combine technical skills and love for data,
providing complete solutions that help to understand and act on complicated data.</p>
</header>
<!-- Post -->
<section class="post">
<header class="major">
<h2 style="font-size: 2em; font-weight: bold;">Bank Loan Analytics Dashboard</h2>
</header>
<p>
This study provides an exhaustive examination of bank loan application data, with SQL as a data interrogation and preparation tool.
The analysis is continuously conveyed through dashboards made in Excel, Power BI, and Tableau,
each showing my competence in these tools. The insights into loan performance, trends, and borrower demographics remain the same,
but the use of different tools highlights my versatility in data visualization and analysis.
</p>
<h3>Workflow Highlights</h3>
<ul>
<li><strong>SQL Analysis:</strong> Data extraction, cleaning, and preparation were conducted using SQL. Key metrics like total loan amounts and average interest rates were calculated.</li>
<li><strong>Excel Dashboard:</strong> A high-level summary of key metrics visualized using Excel's pivot tables and charts.</li>
<li><strong>Power BI Report:</strong> Interactive dashboards allow for dynamic exploration of loan data, with filters for various categories.</li>
<li><strong>Tableau Visualizations:</strong> Advanced visualizations highlight trends and patterns, providing an intuitive analysis of the loan data.</li>
</ul>
<p>
For a detailed walkthrough of the project, including SQL scripts and downloadable files, visit the
<a href="https://github.com/KhadijaTheAnalyst/Bank-Loan-Analytics-Dashboard" target="_blank">GitHub Repository</a>.
</p>
<!-- Optionally, you can embed your Tableau, Power BI, or Excel visualizations here, following the code you've used before. -->
</section>
<!-- Tableau Report -->
<h3>Tableau Visualization</h3>
<p>The Tableau dashboard provides a detailed analysis of bank loan data, including loan distribution, approval rates
, and borrower demographics.(View on full screen)</p>
<div class='tableauPlaceholder' id='viz1724945159584' style='position: relative; width: 100%; max-width: 100%; height: auto;'>
<noscript>
<a href='#'>
<img alt='Bank Loan Analysis' src='https://public.tableau.com/static/images/Ba/BankLoanAnalysis_17246845911640/OVERVIEW/1_rss.png' style='border: none; width: 100%; height: auto;' />
</a>
</noscript>
<object class='tableauViz' style='display:none; width: 100%; height: auto;'>
<param name='host_url' value='https%3A%2F%2Fpublic.tableau.com%2F' />
<param name='embed_code_version' value='3' />
<param name='site_root' value='' />
<param name='name' value='BankLoanAnalysis_17246845911640/OVERVIEW' />
<param name='tabs' value='no' />
<param name='toolbar' value='yes' />
<param name='static_image' value='https://public.tableau.com/static/images/Ba/BankLoanAnalysis_17246845911640/OVERVIEW/1.png' />
<param name='animate_transition' value='yes' />
<param name='display_static_image' value='yes' />
<param name='display_spinner' value='yes' />
<param name='display_overlay' value='yes' />
<param name='display_count' value='yes' />
<param name='language' value='en-US' />
</object>
</div>
<script type='text/javascript'>
var divElement = document.getElementById('viz1724945159584');
var vizElement = divElement.getElementsByTagName('object')[0];
if (divElement.offsetWidth > 800) {
vizElement.style.width = '100%';
vizElement.style.minHeight = '327px';
vizElement.style.maxHeight = '927px';
vizElement.style.height = (divElement.offsetWidth * 0.75) + 'px';
} else if (divElement.offsetWidth > 500) {
vizElement.style.width = '100%';
vizElement.style.minHeight = '327px';
vizElement.style.maxHeight = '927px';
vizElement.style.height = (divElement.offsetWidth * 0.75) + 'px';
} else {
vizElement.style.width = '100%';
vizElement.style.height = 'auto';
}
var scriptElement = document.createElement('script');
scriptElement.src = 'https://public.tableau.com/javascripts/api/viz_v1.js';
vizElement.parentNode.insertBefore(scriptElement, vizElement);
</script>
<!-- Power BI Report -->
<h3 style="margin-top: 20px;">Power BI Report</h3>
<p>This Power BI report provides the same insights as the Tableau dashboard but leverages Power BI's interactive
capabilities for real-time data exploration.</p>
<div class="embed-container">
<iframe title="Bank_Loan" width="900" height="541.25" src="https://app.powerbi.com/reportEmbed?reportId=ecbf2872-0bb8-4a63-aac1-018d35bfe918&autoAuth=true&ctid=5e35c989-57ee-475d-9f53-f2f7b62f46c9" frameborder="0" allowFullScreen="true"></iframe>
</div>
<!-- Excel Report (Optional) -->
<h3 style="margin-top: 20px;">Excel Dashboard</h3>
<p>The Excel version of this analysis provides a traditional approach to data visualization,
demonstrating my ability to create dashboards and reports using Excel's powerful features.</p>
<div class="embed-container">
<iframe width="900" height="850" frameborder="0" scrolling="no" src="https://1drv.ms/x/c/35fa5a4bf1360f1c/IQPw0bffl8thS7vcQiLKlKAvASxr9Ygg_71_-CWuHk4HLwA?em=2&AllowTyping=True&wdHideGridlines=True&wdHideHeaders=True&wdDownloadButton=True&wdInConfigurator=True&wdInConfigurator=True"></iframe> </section>
<!-- Conclusion or Findings -->
<h3 style="margin-top: 20px;">Conclusion</h3>
<p>The analysis across multiple platforms Excel, Power BI, and Tableau provided consistent insights into the
bank's loan portfolio:</p>
<ul>
<li><strong>Loan Performance:</strong> The majority of loans are performing well, with a significant portion
being fully paid or in good standing.</li>
<li><strong>Risk Areas:</strong> A small percentage of loans are at risk, as indicated by high debt-to-income
ratios and lower credit grades.</li>
<li><strong>State-Level Insights:</strong> Loan distribution varies by state, with certain states showing
higher rates of loan applications and approvals.</li>
<li><strong>Loan Purpose:</strong> Debt consolidation remains the most common reason for loans, followed
by home improvement and small business funding.</li>
<li><strong>Interest Rates:</strong> Interest rates are generally higher for loans with longer terms and
lower credit grades.</li>
</ul>
<p>Overall, the analysis helps in identifying trends, assessing risk,
and understanding the demographics of borrowers, which are crucial for making informed lending decisions.</p>
</div>
</section>
<!-- Footer -->
<footer id="footer">
<section>
<section class="split contact">
<section class="alt">
<h3>Location</h3>
<p>Luxembourg<br />
</p>
</section>
<section>
<h3>Phone</h3>
<p><a href="#">(352) 661-****</a></p>
</section>
<section>
<h3>Email</h3>
<p><a href="mailto:engr.khadija.hussain@gmail.com"> Khadija Mustafa</a></p>
</section>
<section>
<h3>Social</h3>
<ul class="icons alt">
<li><a href="https://www.linkedin.com/in/khadija-mustafa-98344527b/" class="icon brands alt fa-linkedin"><span class="label">linkedin</span></a></li>
<li><a href="https://github.com/KhadijaTheAnalyst/Portfolio-Project" class="icon brands alt fa-github"><span class="label">GitHub</span></a></li>
</ul>
</section>
</section>
</footer>
<!-- Copyright -->
<div id="copyright">
<ul><li>© Untitled</li><li>Design: <a href="https://html5up.net">HTML5 UP</a></li></ul>
</div>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrollex.min.js"></script>
<script src="assets/js/jquery.scrolly.min.js"></script>
<script src="assets/js/browser.min.js"></script>
<script src="assets/js/breakpoints.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>