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    <title>Data Analysis on A Data Scientist&#39;s Journey</title>
    <link>https://natnaelgetahun.netlify.app/categories/data-analysis/</link>
    <description>Recent content in Data Analysis on A Data Scientist&#39;s Journey</description>
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      <title>Factors Affecting the Current Capital of MSEs: A Multiple Linear Regression Approach</title>
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      <pubDate>Wed, 21 Jan 2026 00:00:00 +0000</pubDate>
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      <description>&lt;h2 id=&#34;introduction&#34;&gt;Introduction&#xA;  &lt;a href=&#34;#introduction&#34;&gt;&lt;svg class=&#34;anchor-symbol&#34; aria-hidden=&#34;true&#34; height=&#34;26&#34; width=&#34;26&#34; viewBox=&#34;0 0 22 22&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;&#xA;      &lt;path d=&#34;M0 0h24v24H0z&#34; fill=&#34;currentColor&#34;&gt;&lt;/path&gt;&#xA;      &lt;path d=&#34;M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76.0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71.0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71.0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76.0 5-2.24 5-5s-2.24-5-5-5z&#34;&gt;&lt;/path&gt;&#xA;    &lt;/svg&gt;&lt;/a&gt;&#xA;&lt;/h2&gt;&#xA;&lt;p&gt;Micro and Small Enterprises (MSEs) are the backbone of Ethiopia&amp;rsquo;s industrial sector. As highlighted by Gebreeyesus (2011), they are considered the heart of development. However, many MSEs face significant hurdles in scaling their operations. Understanding what specific factors contribute to their growth—measured in this study by their current capital—is essential for crafting effective supporting policies.&lt;/p&gt;</description>
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      <title>A Partially Correct Survey on Students’ AI Dependency</title>
      <link>https://natnaelgetahun.netlify.app/project/ai_survey/</link>
      <pubDate>Mon, 30 Jun 2025 00:00:00 +0000</pubDate>
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      <description>&lt;p&gt;&lt;strong&gt;Heads‑up:&lt;/strong&gt; All the plots below were generated from our survey data analysis using R. For more detail, check out this &#xA;&lt;a href=&#34;https://natnaelgetahun.netlify.app/blog/r_ai_survey&#34;&gt;separate blog post&lt;/a&gt;.&lt;/p&gt;&#xA;&#xA;&#xA;&#xA;&#xA;&lt;h2 id=&#34;-how-it-all-started&#34;&gt;🎬 How It All Started&#xA;  &lt;a href=&#34;#-how-it-all-started&#34;&gt;&lt;svg class=&#34;anchor-symbol&#34; aria-hidden=&#34;true&#34; height=&#34;26&#34; width=&#34;26&#34; viewBox=&#34;0 0 22 22&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;&#xA;      &lt;path d=&#34;M0 0h24v24H0z&#34; fill=&#34;currentColor&#34;&gt;&lt;/path&gt;&#xA;      &lt;path d=&#34;M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76.0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71.0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71.0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76.0 5-2.24 5-5s-2.24-5-5-5z&#34;&gt;&lt;/path&gt;&#xA;    &lt;/svg&gt;&lt;/a&gt;&#xA;&lt;/h2&gt;&#xA;&lt;p&gt;We&amp;rsquo;re a group of Statistics students who got curious: &lt;strong&gt;how much do our classmates really lean on AI tools like ChatGPT?&lt;/strong&gt; We used this idea as a spring board for our end of year research project.&#xA;We built a survey, crunched some numbers, and wrote up the results. The data are eye‑opening, the trends are interestingl, and (as we&amp;rsquo;ll happily admit) the sampling isn&amp;rsquo;t perfect.&lt;/p&gt;</description>
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