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    <title>DEV Community: Bonny Mark</title>
    <description>The latest articles on DEV Community by Bonny Mark (@kbonymark).</description>
    <link>https://dev.to/kbonymark</link>
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      <title>DEV Community: Bonny Mark</title>
      <link>https://dev.to/kbonymark</link>
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    <item>
      <title>Getting Started with Excel for Data Analytics: From Basics to Data Cleaning.</title>
      <dc:creator>Bonny Mark</dc:creator>
      <pubDate>Thu, 27 Aug 2026 06:57:51 +0000</pubDate>
      <link>https://dev.to/kbonymark/getting-started-with-excel-for-data-analytics-from-basics-to-data-cleaning-bid</link>
      <guid>https://dev.to/kbonymark/getting-started-with-excel-for-data-analytics-from-basics-to-data-cleaning-bid</guid>
      <description>&lt;h2&gt;
  
  
  &lt;strong&gt;Introduction to Microsoft Excel&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;Microsoft excel is  used for storing, organizing, cleaning, analyzing and presenting data. It provides a structured environment where users can enter data into rows and columns, perform calculations using formulas and functions, create charts, and apply formatting to make information easier to understand.&lt;/p&gt;

&lt;h2&gt;
  
  
  &lt;strong&gt;The Excel Interface: Home Tab Breakdown&lt;/strong&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Quick Access Toolbar&lt;/strong&gt;&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.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxi81tlf23w7dojub4nzp.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.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fxi81tlf23w7dojub4nzp.png" alt=" " width="800" height="430"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Save icon&lt;/strong&gt;- Save icon or you can Ctrl + S&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Undo / Redo arrows&lt;/strong&gt;-step backward or forward through your recent actions.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;File name&lt;/strong&gt;- shows the name of the current file in excel.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;strong&gt;Search bar&lt;/strong&gt;-lets you search for any Excel command by typing what you want to do.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Tabs&lt;/strong&gt;&lt;br&gt;
At the top holds most commomon tools used in excel:  File, Home, Insert, Draw, Page Layout, Formulas, Data, Review, View, Help.&lt;/p&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Home Tab Groups&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Clipboard&lt;/strong&gt;  part we have the Paste,cut and Format Painter.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Fonts&lt;/strong&gt;  part we have the font name needed to use and its font size,below it we have bold,italic,underline ,borders,Theme colors which helps change colors of the headings,we also can increase or reduce  the size of the heading with the "A"&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Alignment&lt;/strong&gt; part we have &lt;strong&gt;Vertical alignment ** (top/middle/bottom),&lt;/strong&gt;Horizontal alignment** (left/center/right),&lt;strong&gt;Wrap Text&lt;/strong&gt; — makes long text fit into one cell and &lt;strong&gt;Merge &amp;amp; Center&lt;/strong&gt; — combines multiple cells as one, often used with title headings.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Styles&lt;/strong&gt; part we have &lt;strong&gt;Preset cell styles&lt;/strong&gt;: &lt;strong&gt;Normal&lt;/strong&gt;, &lt;strong&gt;Bad&lt;/strong&gt; (red), &lt;strong&gt;Good&lt;/strong&gt; (green), &lt;strong&gt;Neutral&lt;/strong&gt; (yellow), &lt;strong&gt;Calculation&lt;/strong&gt;, &lt;strong&gt;Check Cell&lt;/strong&gt;,&lt;br&gt;
&lt;strong&gt;Conditional Formatting&lt;/strong&gt; — highlights cells automatically based on rules and &lt;strong&gt;Format as Table&lt;/strong&gt; — turns a range into a structured, filterable table.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Cells&lt;/strong&gt; we have the &lt;strong&gt;Insert&lt;/strong&gt;, &lt;strong&gt;Delete&lt;/strong&gt;, &lt;strong&gt;Format&lt;/strong&gt; which add/remove rows, column or sheets and adjust row height/column width or lock cells.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Editing&lt;/strong&gt; part we have &lt;strong&gt;AutoSum&lt;/strong&gt; (Σ) — quick shortcut to insert SUM, AVERAGE,MIN, MAX, COUNT  and more options, &lt;strong&gt;Fill **  extends a value or formula across a range, **Sort &amp;amp; Filter&lt;/strong&gt; is a tool behind sorting data and removing  blanks and duplicates, &lt;strong&gt;Find &amp;amp; Select&lt;/strong&gt; — search the sheet, or jump to special cells.&lt;/p&gt;

</description>
      <category>tutorial</category>
      <category>beginners</category>
      <category>datascience</category>
      <category>data</category>
    </item>
    <item>
      <title>GIT WORKFLOW</title>
      <dc:creator>Bonny Mark</dc:creator>
      <pubDate>Wed, 26 Aug 2026 15:12:57 +0000</pubDate>
      <link>https://dev.to/kbonymark/-git-workflow-jc0</link>
      <guid>https://dev.to/kbonymark/-git-workflow-jc0</guid>
      <description>&lt;p&gt;&lt;strong&gt;##How it all Operates&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;I worked a path from creating an empty folder to a live repository,using Git Bash,powershell and SHH authentication insted of typing in the password each time i'm pushing aproject to github.&lt;/p&gt;

&lt;h2&gt;
  
  
  Where this is going
&lt;/h2&gt;

&lt;p&gt;steps followed in each order?&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;Create a GitHub account&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Set up a project folder&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Generate an SSH key&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Register the key with GitHub&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Create a repo and link your local folder to it&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  Get a GitHub account
&lt;/h2&gt;

&lt;p&gt;If you don't already have one, head to github.com and sign up — email and  your password.&lt;/p&gt;

&lt;h2&gt;
  
  
  Set up a project folder
&lt;/h2&gt;

&lt;p&gt;Open git bash and enter this commands:&lt;/p&gt;

&lt;p&gt;cd Desktop&lt;br&gt;
mkdir my-project&lt;br&gt;
cd my-project&lt;/p&gt;

&lt;p&gt;once you're inside your project add a sub folder of data or scripts by running this command:&lt;/p&gt;

&lt;p&gt;mkdir data&lt;/p&gt;

&lt;p&gt;Inside the the folder we add a READNE.md file by running this command:&lt;/p&gt;

&lt;p&gt;touch README.md&lt;/p&gt;

&lt;h2&gt;
  
  
  Generate an SSH key
&lt;/h2&gt;

&lt;p&gt;Open PowerShell as Administrator first, just to confirm Git is actually installed:&lt;/p&gt;

&lt;p&gt;git --version&lt;/p&gt;

&lt;p&gt;You'll see averion of the git you have installed if you don't install one before moving to the next step.&lt;br&gt;
Then switch to &lt;strong&gt;Git bash&lt;/strong&gt; and generate the key:&lt;/p&gt;

&lt;p&gt;ssh-keygen -t ed25519 -C "&lt;a href="mailto:your_email@example.com"&gt;your_email@example.com&lt;/a&gt;"&lt;/p&gt;

&lt;p&gt;We get where to save it and prompted to set a passphrase,you can add a passphrase  or skip it and while adding you won't see it add it will be added once you type.&lt;/p&gt;

&lt;p&gt;Back to &lt;strong&gt;powershell&lt;/strong&gt; as &lt;strong&gt;Administrator&lt;/strong&gt;:&lt;/p&gt;

&lt;p&gt;Get-Service -Name ssh-agent&lt;/p&gt;

&lt;p&gt;Start-Service ssh-agent&lt;/p&gt;

&lt;p&gt;On powershell close that admin window and open a regular PowerShell window. Add your key to the running agent:&lt;/p&gt;

&lt;p&gt;ssh-add C:/Users/YOUR_USERNAME/.ssh/id_ed25519&lt;/p&gt;

&lt;h2&gt;
  
  
  Add SSH key to GitHub account
&lt;/h2&gt;

&lt;p&gt;copy it manually from you git bash.&lt;/p&gt;

&lt;p&gt;On GitHub, go to Settings → SSH and GPG keys → New SSH key. Give it a descriptive title (your PC name) leave the key type as Authentication Key, paste in what you copied and save.&lt;/p&gt;

&lt;p&gt;Back in Git Bash, inside your project folder run this commands:&lt;/p&gt;

&lt;p&gt;git init&lt;/p&gt;

&lt;p&gt;git remote add origin &lt;a href="mailto:git@github.com"&gt;git@github.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;git add .&lt;/p&gt;

&lt;p&gt;git commit -m " "&lt;/p&gt;

&lt;p&gt;Meaning of each command that helps push a project to gitHub:&lt;/p&gt;

&lt;p&gt;git init turns the folder into a Git repository.&lt;/p&gt;

&lt;p&gt;git add . adds everything in the current directory for the next commit.&lt;/p&gt;

&lt;p&gt;git commit -m "..." saves it with the message described.&lt;/p&gt;

&lt;p&gt;git push -u origin main sends your commits to GitHub and links your local&lt;/p&gt;

</description>
      <category>ai</category>
      <category>python</category>
      <category>github</category>
      <category>database</category>
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