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    <loc>https://www.anitaowens.net/blog/2026/1/1/before-you-buy-that-data-analytics-certificate-what-the-data-job-market-actually-looks-like-in-2026</loc>
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      <image:title>Blog - From Non-Traditional Background to Analytics Engineering: My Journey in Data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <lastmod>2025-05-26</lastmod>
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      <image:title>Blog - How to simulate sales data in Python - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - How to calculate marketing impact when you can't A/B test - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <loc>https://www.anitaowens.net/blog/2022/7/30/how-to-build-a-sales-forecast-in-python</loc>
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      <image:title>Blog - How to build a sales forecast in Python - How to build a sales forecast in Python</image:title>
      <image:caption>My latest article on Medium. A how-to-guide on creating a sales forecast in Python.</image:caption>
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    <loc>https://www.anitaowens.net/blog/2022/6/21/how-to-use-correlation-analysis-to-improve-marketing-performance-in-python-and-r</loc>
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      <image:title>Blog - How to use correlation analysis to improve marketing performance in Python and R - Make it stand out</image:title>
      <image:caption>https://medium.com/geekculture/how-to-use-correlation-analysis-to-improve-marketing-performance-in-python-r-156e80187d74</image:caption>
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    <loc>https://www.anitaowens.net/blog/2022/3/31/how-to-forecast-with-two-way-anova-in-r</loc>
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    <lastmod>2022-03-31</lastmod>
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      <image:title>Blog - How to forecast with two-way ANOVA in R - Make it stand out</image:title>
      <image:caption>https://medium.com/mlearning-ai/how-to-forecast-with-two-way-anova-in-r-33d1c09790b3</image:caption>
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      <image:title>Blog - How use one-way ANOVA for forecasting in R - Make it stand out</image:title>
      <image:caption>Machine Learning Medium Publication</image:caption>
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    <loc>https://www.anitaowens.net/blog/2022/1/16/coding-in-python-in-r</loc>
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      <image:title>Blog - Coding in Python in R - In my latest tutorial, I walk through the quickest way to start coding in Python in R Studio.</image:title>
      <image:caption>Unsplash Hitesh Choudhary @hiteshchoudhary</image:caption>
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    <loc>https://www.anitaowens.net/blog/2021/1/2/how-to-analyze-data-when-you-dont-know-what-to-do</loc>
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    <loc>https://www.anitaowens.net/blog/2020/5/16/solving-the-birthday-problem-in-r-with-one-line-of-code</loc>
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      <image:title>Blog - Solving the birthday problem in R with one line of code</image:title>
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    <loc>https://www.anitaowens.net/blog/2019/4/19/how-to-structure-your-marketing-amp-analytics-data-presentations-for-a-big-analysis</loc>
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      <image:title>Blog - How to structure your marketing &amp;amp; analytics data presentations for a big analysis</image:title>
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    <lastmod>2019-04-22</lastmod>
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    <loc>https://www.anitaowens.net/blog/2018/2/4/correlation-analysis-google-analytics-data</loc>
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    <lastmod>2018-02-07</lastmod>
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    <loc>https://www.anitaowens.net/blog/2017/6/5/how-to-export-your-data-from-r</loc>
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      <image:title>Blog - How to export your digital analytics data from R</image:title>
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      <image:title>Blog - How to export your digital analytics data from R</image:title>
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      <image:title>Blog - How to export your digital analytics data from R</image:title>
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      <image:title>Blog - How to export your digital analytics data from R</image:title>
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      <image:title>Blog - How to export your digital analytics data from R</image:title>
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      <image:title>Blog - How to export your digital analytics data from R</image:title>
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    <loc>https://www.anitaowens.net/blog/2017/5/20/how-to-heatmap-ppc-keyword-data</loc>
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    <lastmod>2017-06-05</lastmod>
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      <image:title>Blog - How to heatmap PPC keyword data in R</image:title>
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      <image:title>Blog - How to heatmap PPC keyword data in R</image:title>
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      <image:title>Blog - How to heatmap PPC keyword data in R</image:title>
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      <image:title>Blog - How to heatmap PPC keyword data in R</image:title>
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    <loc>https://www.anitaowens.net/blog/2017/5/16/how-to-connect-google-analytics-to-r-using-the-googleanalyticsr-package</loc>
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    <lastmod>2017-05-18</lastmod>
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      <image:title>Blog - How to connect Google Analytics to R using the googleAnalyticsR package</image:title>
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    <image:image>
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      <image:title>Blog - How to connect Google Analytics to R using the googleAnalyticsR package</image:title>
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      <image:title>Blog - How to connect Google Analytics to R using the googleAnalyticsR package</image:title>
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      <image:title>Blog - How to connect Google Analytics to R using the googleAnalyticsR package</image:title>
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      <image:title>Blog - How to connect Google Analytics to R using the googleAnalyticsR package</image:title>
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      <image:title>Blog - How to connect Google Analytics to R using the googleAnalyticsR package</image:title>
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      <image:title>Blog - How to connect Google Analytics to R using the googleAnalyticsR package</image:title>
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      <image:title>Blog - How to connect Google Analytics to R using the googleAnalyticsR package</image:title>
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  <url>
    <loc>https://www.anitaowens.net/blog/2017/5/10/where-tableau-shines</loc>
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    <priority>0.5</priority>
    <lastmod>2017-05-20</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1494420221086-2V05NEE7DKPVOQHKNNX7/Google+Merchandise+Store</image:loc>
      <image:title>Blog - Web Analytics Data + Tableau: Where Tableau Shines</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1494421270736-TMHEYNYIJBP6MK2TVPDE/Excel+Pivot+Chart</image:loc>
      <image:title>Blog - Web Analytics Data + Tableau: Where Tableau Shines</image:title>
      <image:caption>Note: I'm using Excel for Mac which does not have the PivotChart option.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1494420809114-47CIOWPBZ8TEVWT4UT78/Messy+Excel+Chart</image:loc>
      <image:title>Blog - Web Analytics Data + Tableau: Where Tableau Shines</image:title>
      <image:caption>Yikes!</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1494420325886-QN7YDOE9TG4668NZOI98/Social+Media+Channels+Excel+Spreadsheet</image:loc>
      <image:title>Blog - Web Analytics Data + Tableau: Where Tableau Shines</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1494421714605-B42BK4VPU8658YWHZ8R2/Tableau+Text+Chart</image:loc>
      <image:title>Blog - Web Analytics Data + Tableau: Where Tableau Shines</image:title>
      <image:caption>Much better!</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog - Web Analytics Data + Tableau: Where Tableau Shines</image:title>
      <image:caption>Nice! This is exactly what I wanted and I didn't have to work so hard for it.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.anitaowens.net/blog/2017/5/6/how-to-create-a-correlation-matrix-in-r</loc>
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    <priority>0.5</priority>
    <lastmod>2018-06-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1494074000800-FB9OA0Q62FUSFXCUOPYN/structureFunction</image:loc>
      <image:title>Blog - How to create a correlation matrix in R</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1494075838134-Z6XICAQG913XTX8EQ06L/correlationMatrix</image:loc>
      <image:title>Blog - How to create a correlation matrix in R</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1494074796329-B62J22XPVACL2P9NIQVA/iqSizePlot</image:loc>
      <image:title>Blog - How to create a correlation matrix in R</image:title>
      <image:caption>This plot allows us to visualize the relationship among all variables in one image. We can see that height and weight suggests a positive correlation. (4th column, 3rd row from the top)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1494076464104-SKL4N8L419OCDY9FL9PE/PlotwithCoefficients</image:loc>
      <image:title>Blog - How to create a correlation matrix in R</image:title>
      <image:caption>Now that looks better!</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog - How to create a correlation matrix in R</image:title>
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    <image:image>
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      <image:title>Blog - How to create a correlation matrix in R</image:title>
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    <image:image>
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      <image:title>Blog - How to create a correlation matrix in R</image:title>
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    <image:image>
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      <image:title>Blog - How to create a correlation matrix in R</image:title>
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  <url>
    <loc>https://www.anitaowens.net/crimezone</loc>
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    <priority>0.75</priority>
    <lastmod>2017-05-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1450733597393-18NTBD9P8IYJ9HGDS7BS/image-asset.jpeg</image:loc>
      <image:title>http://www.crimezone.se - Crimezone Stockholm</image:title>
      <image:caption />
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1450733597393-18NTBD9P8IYJ9HGDS7BS/image-asset.jpeg</image:loc>
      <image:title>http://www.crimezone.se - Crimezone Stockholm</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452949635479-NOZD3RZXUZSCPPOWGMWJ/UKYYV8TEO3.jpg</image:loc>
      <image:title>http://www.crimezone.se</image:title>
      <image:caption>Crime is an important public policy issue.  Police Departments are increasingly using data and statistics to evaluate department efficiency and reduce crime.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452949617061-QSH6TIXVUATG5J15VU8J/F70E162F8D.jpg</image:loc>
      <image:title>http://www.crimezone.se</image:title>
      <image:caption>The Swedish Police records and publishes crime reports in real time via their website and Twitter.  We decided how interesting would it be to visualize this data in Google Maps as they were happening.  Hence, Crimezone Stockholm was born.  http://www.crimezone.se</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452949897676-I8WZ8Q0UVUX6J0DS3DGZ/FSPLFPQBCZ.jpg</image:loc>
      <image:title>http://www.crimezone.se</image:title>
      <image:caption>My role: I learned how to code using HTML5, CSS3, and learned the basics of JavaScript. I also learned version control through the use of GitHub and built my own website hosted through GitHub Pages.  I helped my team with the social media management our product and getting the word out to drive traffic to our site.   Additional Roles: Copywriter</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1475992069441-6Y4E3R00ULB92K0XB71Y/Screen+Shot+2016-10-08+at+1.17.22+PM.png</image:loc>
      <image:title>http://www.crimezone.se</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1475992098235-2IZ9L1RRLIWJRQG59MTC/Screen+Shot+2016-10-08+at+1.17.14+PM.png</image:loc>
      <image:title>http://www.crimezone.se</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.anitaowens.net/https/vimeocom/140930703</loc>
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    <lastmod>2017-05-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1450721174141-3461OT33ERG3H4Q99NZJ/laptop.jpeg</image:loc>
      <image:title>Data DJ - Question: What is data?</image:title>
      <image:caption />
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1450721174141-3461OT33ERG3H4Q99NZJ/laptop.jpeg</image:loc>
      <image:title>Data DJ - Question: What is data?</image:title>
      <image:caption />
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1450781343346-GTG582UB63L1EB46XBHE/image-asset.jpeg</image:loc>
      <image:title>Data DJ - DataDJ: "Explores All the Possibilities of Data"</image:title>
      <image:caption>What is data? Data is an amount of raw information in any form that lacks meaning, but when processed, it has the potential to create valuable insights. What is one of the biggest challenges of data?  " It requires a lot of resources for all employees to embrace the data, in terms of methods and technical competence."  Our focus: How might we make data the glue between different departments. Our solution:  A collaboration tool for gathering data between departments that will engage and empower employees to embrace data.  https://vimeo.com/140930703 My Roles: Researcher | Concept Developer | Business Strategist | Copywriter</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.anitaowens.net/apoteket</loc>
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    <lastmod>2016-04-09</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452948878720-18KXOOGIU2WAT6UFLXRK/1.001.jpeg</image:loc>
      <image:title>Apoteket.se</image:title>
      <image:caption>As the largest pharmaceutical company in Sweden,  Apoteket is well-known for it's promise of providing quality services and products to customers both off-line and on-line</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452948878720-18KXOOGIU2WAT6UFLXRK/1.001.jpeg</image:loc>
      <image:title>Apoteket.se</image:title>
      <image:caption>As the largest pharmaceutical company in Sweden,  Apoteket is well-known for it's promise of providing quality services and products to customers both off-line and on-line</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452948914543-DRZ9PGVTE0V63RX3LS12/33.001.jpeg</image:loc>
      <image:title>Apoteket.se</image:title>
      <image:caption>Our challenge was to analyze customer behavior, devise a new e-commerce digital strategy, and increase conversion rates.</image:caption>
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    <image:image>
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      <image:title>Apoteket.se - Apoteket: How can we increase conversion rates?</image:title>
      <image:caption>My Role:  Conducted a market analysis, researched competitors, and my findings were instrumental in developing a new concept service that would increase Apoteket’s market share. Technical Tools &amp; Skills: Google Analytics, Data Mining, &amp; Market Analyst Additional Roles: Web Analyst | Concept Developer | Business Strategist</image:caption>
    </image:image>
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    <loc>https://www.anitaowens.net/volvo</loc>
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    <lastmod>2016-04-09</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452951067986-JUIVAGD1O0O7JNJ68AXL/Volvopic_Page_03.jpg</image:loc>
      <image:title>Volvo: Made by Sweden - Hyper Island Transforming the Automobile Industry</image:title>
      <image:caption />
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452951067986-JUIVAGD1O0O7JNJ68AXL/Volvopic_Page_03.jpg</image:loc>
      <image:title>Volvo: Made by Sweden - Hyper Island Transforming the Automobile Industry</image:title>
      <image:caption />
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452945890418-NT6TYE9QVYFHMPW7TQ1O/Volvopic_Page_01.jpg</image:loc>
      <image:title>Volvo: Made by Sweden</image:title>
      <image:caption>Our challenge was to explore innovations focused on mobility and luxury that can deliver a new service revolved around Volvo's cultural legacy while transforming Volvo's business of today into the global business of tomorrow.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452946929225-2P9X2L4O0ZOVR67K42LL/Volvopic_Page_02.jpg</image:loc>
      <image:title>Volvo: Made by Sweden</image:title>
      <image:caption>Our team created an innovative service at the intersection of artificial intelligence and mobility utilizing cutting-edge sensor technology and software.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1452946168165-7610VXACGGW8ELV4W3G5/Volvopic_Page_06.jpg</image:loc>
      <image:title>Volvo: Made by Sweden</image:title>
      <image:caption>Our new service was designed to bring value to the brand and strengthen Volvo's commitment to driver safety and well-being.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1458713064748-BR6E61LWTCIJ6GUR2KMH/12528311_10153176624626876_1727468746_o.jpg</image:loc>
      <image:title>Volvo: Made by Sweden</image:title>
      <image:caption>My role: Data Analyst Researched and analyzed data in order to create a new business model for Volvo. It was my insight into crash data statistics that led our team to develop a data driven next-generation service. Technical Tools &amp; Skills: Excel &amp; Data Mining Additional Roles:  Concept Developer | Copywriter &amp; Editor</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.anitaowens.net/co-gerd</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2016-05-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1463303578873-7CMV8P68L4CWJUH51F8Z/Slide01.jpg</image:loc>
      <image:title>c/o Gerd - Business Optimization Project</image:title>
      <image:caption>   </image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1463303578873-7CMV8P68L4CWJUH51F8Z/Slide01.jpg</image:loc>
      <image:title>c/o Gerd - Business Optimization Project</image:title>
      <image:caption>   </image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1463303607143-DFV18DJ7MWFN5DXWJTKX/Slide05.jpg</image:loc>
      <image:title>c/o Gerd - What do the data tell us?</image:title>
      <image:caption>Role: Digital Analyst and Project Manager Analyzed 18 months of historical revenue and sales performance e-commerce data to determine the top performing traffic acquisition channels and measured KPI's. Applied advanced segments to the data. Visualized trends/insights, outlined actions to optimize conversion through paid and non-paid channels while lowering customer acquisition costs, improving digital marketing efforts and the customer experience.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1463303658453-O86VQOWB0IYZKIQRGPEK/Slide18.jpg</image:loc>
      <image:title>c/o Gerd</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1463303661375-767WWHBIWBD1HN7RPX61/Slide19.jpg</image:loc>
      <image:title>c/o Gerd</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1463303714606-97ENLEQNICP6XHSEWI62/Slide35.jpg</image:loc>
      <image:title>c/o Gerd</image:title>
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    <loc>https://www.anitaowens.net/home-miller</loc>
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    <lastmod>2025-05-09</lastmod>
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  <url>
    <loc>https://www.anitaowens.net/home</loc>
    <changefreq>daily</changefreq>
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    <lastmod>2020-05-16</lastmod>
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  <url>
    <loc>https://www.anitaowens.net/about-me</loc>
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    <lastmod>2019-07-30</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1450776051673-PXPN6E3OIKC0KVZKY9DG/image-asset.jpeg</image:loc>
      <image:title>About Me</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1451396782195-IZBNQ6TEA7MQ3FI4RVEA/beach.jpg</image:loc>
      <image:title>About Me</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.anitaowens.net/certificates</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2017-04-29</lastmod>
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      <image:title>Certificates</image:title>
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  <url>
    <loc>https://www.anitaowens.net/articles</loc>
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    <lastmod>2019-04-14</lastmod>
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  <url>
    <loc>https://www.anitaowens.net/cv-page</loc>
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    <lastmod>2021-12-26</lastmod>
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  <url>
    <loc>https://www.anitaowens.net/project-marketing-campaign-optimization</loc>
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    <lastmod>2021-12-26</lastmod>
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      <image:title>Marketing Campaign Optimization</image:title>
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    <loc>https://www.anitaowens.net/bio-owens</loc>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
    <lastmod>2022-01-21</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5676a977a128e6372fa7dff8/1640449123760-F7IUXITU522N1FX1PPLR/unsplash-image-ukzHlkoz1IE.jpg</image:loc>
      <image:title>Home - Hi there and welcome. I’m Anita.</image:title>
      <image:caption>Tech-obsessed, Stockholm-based analytics professional and data translator. I love learning new technologies, statistics, machine learning and the power of data. When I’m not busy with work and life, I enjoy teaching and writing about data visualization, data analysis &amp; programming.</image:caption>
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