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    <title>DEV Community: Tressy Gathoni</title>
    <description>The latest articles on DEV Community by Tressy Gathoni (@teegei).</description>
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      <title>DEV Community: Tressy Gathoni</title>
      <link>https://dev.to/teegei</link>
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      <title>HOW EXCEL IS USED IN REAL DATA ANALYSIS</title>
      <dc:creator>Tressy Gathoni</dc:creator>
      <pubDate>Sun, 07 Jun 2026 12:33:30 +0000</pubDate>
      <link>https://dev.to/teegei/how-excel-is-used-in-real-data-analysis-33ii</link>
      <guid>https://dev.to/teegei/how-excel-is-used-in-real-data-analysis-33ii</guid>
      <description>&lt;p&gt;&lt;strong&gt;Introduction:&lt;/strong&gt;&lt;br&gt;
Microsoft Excel is a software that you can use to organize data and also use it to perform mathematical calculations quickly. At its core, Excel &lt;br&gt;
is a table consisting of rows and columns and uses a spreadsheet to display data.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Excel is used in real world data analysis in various ways for example:&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Business analysts: Clean and organise raw data, perform exploratory analysis, create pivot tables, and turn numbers into insights that support business decisions and strategy discussions.&lt;br&gt;
Finance and accounting professionals: Manage budgets, track expenses, build financial models, reconcile accounts, and automate recurring reports to improve accuracy and save time.&lt;br&gt;
Marketing analysts: Analyze campaign performance, track conversions and ROI, segment customers, and spot trends in customer behaviour using dashboards and data summaries.&lt;/p&gt;

&lt;p&gt;Examples of excel formulas learned so far and and how they can be applied:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;AVERAGE()
The AVERAGE() function calculates the average of selected cells. An example is shown below:&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fs8z2a6216fugw88u1sli.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fs8z2a6216fugw88u1sli.png" alt=" " width="631" height="412"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;2.MIN() and MAX()&lt;br&gt;
The MIN() function requires a range of cells, and it returns the minimum value. As illustrated in an example below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F0je88150e1v5215lpmyn.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F0je88150e1v5215lpmyn.png" alt=" " width="800" height="722"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;3.VLOOKUP() and HLOOKUP()&lt;br&gt;
The VLOOKUP() function searches for the value in the leftmost column of the table array and returns the value from the same row from the specified columns. As illustrated below:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fvio607x5m40tf5zkymin.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fvio607x5m40tf5zkymin.png" alt=" " width="800" height="462"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Excel Formulas are essential because:&lt;/strong&gt;&lt;br&gt;
Efficiency: They automate repetitive tasks, saving time and reducing manual errors.&lt;br&gt;
Data analysis: Excel's range of formulas enables sophisticated data analysis, crucial for informed decision-making.&lt;br&gt;
Accuracy: Formulas ensure consistent and accurate results, essential in fields like finance and accounting.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Personal reflection:&lt;/strong&gt;&lt;br&gt;
Personally having learned the basics of excel in computer packages helped me manage simple tasks, delving deeper now in Excel has unlocked whole new possibilities and has changed how I see data in the following ways:&lt;/p&gt;

&lt;p&gt;Using tools such as pivot tables, charts etc. one can search for trends over time, outliers and anomalies, correlations between variables and seasonal patterns.&lt;/p&gt;

&lt;p&gt;One can also begin to tell stories with data and start asking questions such as what is the key message and what action should be taken based on this information.&lt;/p&gt;

&lt;p&gt;And finally data becomes something you can organize and analyze. After learning Excel, you start seeing data as rows, columns, categories, and relationships that can be sorted, filtered, and summarized.&lt;/p&gt;

</description>
      <category>writing</category>
      <category>data</category>
      <category>datascience</category>
      <category>beginners</category>
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