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		<title>What is Big Data ?</title>
		<link>https://www.wikitechy.com/interview-questions/big-data/what-is-big-data/</link>
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					<description><![CDATA[Answer : Big Data is a term associated with complex...]]></description>
										<content:encoded><![CDATA[<div class="TextHeading">
<div class="hddn">
<h2 id="what-is-big-data" class="color-pink" style="text-align: justify;">What is Big Data ?</h2>
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<div class="hddn">
<ul>
<li>Big Data is a term associated with complex and large datasets.</li>
<li>A <a href="https://www.wikitechy.com/tutorials/sqoop/sqoop-import-the-results-of-a-query-from-a-relational-database-into-hdfs" target="_blank" rel="noopener">relational database</a> cannot handle big data, and that’s why special tools and methods are used to perform operations on a vast collection of data.</li>
<li>Big data enables companies to understand their business better and helps them derive meaningful information from the unstructured and raw data collected on a regular basis.</li>
<li>Big data also allows companies to make better business decisions backed by data.</li>
</ul>
</div>
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<div class="hddn"><img decoding="async" class="img-responsive center-block" src="https://cdn.wikitechy.com/interview-questions/big-data/what-is-big-data.gif" alt="What is Big Data" /></div>
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<div class="hddn">
<h2 id="characteristics-of-big-data" class="color-purple">Characteristics Of Big Data</h2>
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<ul>
<li style="text-align: justify;"><b>Volume</b> &#8211; The Size of data plays a very essential role in determining value out of data.</li>
<li style="text-align: justify;"><b>Variety</b> &#8211; The next aspect of Big Data is its variety. Variety refers to heterogeneous sources and the nature of data, both structured and unstructured.</li>
<li style="text-align: justify;"><b>Velocity</b> &#8211; The term &#8216;velocity&#8217; refers to the speed of generation of data.</li>
<li style="text-align: justify;"><b>Variability</b> &#8211; The process of being able to handle and manage the data effectively.</li>
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