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    <title>Analytics and metrics</title>
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    <item>
  <title>5 open source alternatives to MATLAB</title>
  <link>https://opensource.com/alternatives/matlab</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;5 open source alternatives to MATLAB&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/jehb" class="username"&gt;jehb&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2021-05-01T03:00:00-04:00" title="Saturday, May 1, 2021 - 03:00" class="datetime"&gt;Sat, 05/01/2021 - 03:00&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-field-article-subhead field--type-text-long field--label-hidden field__item"&gt;  &lt;p&gt;If you're looking for scientific computing software, but can't afford the leading proprietary solution, check out these open source options.&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;Editor's note: This article was originally published in June 2016, and has been updated to provide some additional options which you may wish to consider. For many students in…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/alternatives/matlab" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/edu_math_formulas.png?itok=eOLteUpW" width="360" height="202" alt="Math formulas in green writing" title="Math formulas in green writing" class="image-style-article-teaser"&gt;

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          &lt;a title="View user profile." href="https://opensource.com/users/seth" class="username"&gt;sethkenlon&lt;/a&gt;
    </description>
  <pubDate>Sat, 01 May 2021 07:00:00 +0000</pubDate>
    <dc:creator>jehb</dc:creator>
    <guid isPermaLink="false">29276 at https://opensource.com</guid>
    </item>
<item>
  <title>Top 5 open source alternatives to Google Analytics</title>
  <link>https://opensource.com/article/18/1/top-5-open-source-analytics-tools</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;Top 5 open source alternatives to Google Analytics&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/scottnesbitt" class="username"&gt;ScottNesbitt&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2020-10-08T03:03:00-04:00" title="Thursday, October 8, 2020 - 03:03" class="datetime"&gt;Thu, 10/08/2020 - 03:03&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-field-article-subhead field--type-text-long field--label-hidden field__item"&gt;  &lt;p&gt;These four versatile web analytics tools provide valuable insights on your customers and site visitors while keeping you in control.&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;If you have a website or run an online business, collecting data on where your visitors or customers come from, where they land on your site, and where they leave is vital…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/article/18/1/top-5-open-source-analytics-tools" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/analytics-graphs-charts.png?itok=Bg0cggvd" width="360" height="202" alt="Analytics: Charts and Graphs" title="Analytics: Charts and Graphs" class="image-style-article-teaser"&gt;

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      </description>
  <pubDate>Thu, 08 Oct 2020 07:03:00 +0000</pubDate>
    <dc:creator>ScottNesbitt</dc:creator>
    <guid isPermaLink="false">41631 at https://opensource.com</guid>
    </item>
<item>
  <title>What metrics matter: A guide for open source projects</title>
  <link>https://opensource.com/article/19/1/metrics-guide-open-source-projects</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;What metrics matter: A guide for open source projects&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/ghaff" class="username"&gt;ghaff&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2019-01-11T03:00:00-05:00" title="Friday, January 11, 2019 - 03:00" class="datetime"&gt;Fri, 01/11/2019 - 03:00&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-field-article-subhead field--type-text-long field--label-hidden field__item"&gt;  &lt;p&gt;5 principles for deciding what to measure.&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;"Without data, you're just a person with an opinion." Those are the words of W. Edwards Deming, the champion of statistical process control, who was credited as one of the…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/article/19/1/metrics-guide-open-source-projects" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/metrics_data_dashboard_system_computer_analytics.png?itok=E-_Aodhd" width="360" height="202" alt="metrics and data shown on a computer screen" title="metrics and data shown on a computer screen" class="image-style-article-teaser"&gt;

&lt;/a&gt;
   &lt;/div&gt;
      </description>
  <pubDate>Fri, 11 Jan 2019 08:00:00 +0000</pubDate>
    <dc:creator>ghaff</dc:creator>
    <guid isPermaLink="false">50836 at https://opensource.com</guid>
    </item>
<item>
  <title>How to measure the impact of your open source project</title>
  <link>https://opensource.com/article/18/5/metrics-project-success</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;How to measure the impact of your open source project&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/vinod-kumar-ahuja" class="username"&gt;Vinod Kumar Ahuja&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2018-05-23T07:34:00-04:00" title="Wednesday, May 23, 2018 - 07:34" class="datetime"&gt;Wed, 05/23/2018 - 07:34&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-field-article-subhead field--type-text-long field--label-hidden field__item"&gt;  &lt;p&gt;Traditional metrics don't accurately predict the success or impact of open source projects. Here are some alternative approaches.&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;This article was co-authored by Don Marti, Georg Link, Matt Germonprez, and Sean Goggins. Conventional metrics of open source projects lack the power to predict their impact…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/article/18/5/metrics-project-success" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/metrics_graph_stats_blue.png?itok=RlV0MR-g" width="360" height="202" alt="3 warning flags of DevOps metrics" title="3 warning flags of DevOps metrics" class="image-style-article-teaser"&gt;

&lt;/a&gt;
   &lt;/div&gt;
      </description>
  <pubDate>Wed, 23 May 2018 11:34:00 +0000</pubDate>
    <dc:creator>Vinod Kumar Ahuja</dc:creator>
    <guid isPermaLink="false">44936 at https://opensource.com</guid>
    </item>
<item>
  <title>Community metrics: The challenge behind the numbers</title>
  <link>https://opensource.com/article/18/2/community-metrics-challenge-behind-numbers</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;Community metrics: The challenge behind the numbers&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/ildikov" class="username"&gt;ildikov&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2018-02-26T03:02:00-05:00" title="Monday, February 26, 2018 - 03:02" class="datetime"&gt;Mon, 02/26/2018 - 03:02&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-field-article-subhead field--type-text-long field--label-hidden field__item"&gt;  &lt;p&gt;Although metrics are an important way to understand community members' effectiveness, they're only one piece of the puzzle.&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;We are all obsessed with the numbers and statistics we can measure in our lives. We are concerned about our health, so we monitor our weight, blood pressure, and calorie…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/article/18/2/community-metrics-challenge-behind-numbers" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/diversity-women-meeting-team.png?itok=fV6XhrYK" width="360" height="202" alt="Diversity team meeting" title="Diversity team meeting" class="image-style-article-teaser"&gt;

&lt;/a&gt;
   &lt;/div&gt;
      </description>
  <pubDate>Mon, 26 Feb 2018 08:02:00 +0000</pubDate>
    <dc:creator>ildikov</dc:creator>
    <guid isPermaLink="false">42686 at https://opensource.com</guid>
    </item>
<item>
  <title>How to define a metrics strategy for your community</title>
  <link>https://opensource.com/article/17/10/defining-metrics-strategy-your-community</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;How to define a metrics strategy for your community&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/dizquierdo" class="username"&gt;dizquierdo&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2017-10-16T03:01:00-04:00" title="Monday, October 16, 2017 - 03:01" class="datetime"&gt;Mon, 10/16/2017 - 03:01&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-field-article-subhead field--type-text-long field--label-hidden field__item"&gt;  &lt;p&gt;Measuring data can help open source communities boost efficiency, but designing and implementing a strategy can be a challenge. Here's how to break it down.&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;Data sets are everywhere, and because open source communities produce plenty of information in addition to source code, most community infrastructures require tools to support…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/article/17/10/defining-metrics-strategy-your-community" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/metrics_lead-steps-measure.png?itok=ErF2H1aE" width="360" height="202" alt="Green graph of measurements" title="Green graph of measurements" class="image-style-article-teaser"&gt;

&lt;/a&gt;
   &lt;/div&gt;
      </description>
  <pubDate>Mon, 16 Oct 2017 07:01:00 +0000</pubDate>
    <dc:creator>dizquierdo</dc:creator>
    <guid isPermaLink="false">39496 at https://opensource.com</guid>
    </item>
<item>
  <title>How a lifecycle management tool uses metrics</title>
  <link>https://opensource.com/article/17/3/how-foreman-community-uses-metrics</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;How a lifecycle management tool uses metrics&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/james-falkner" class="username"&gt;James Falkner&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2017-03-29T03:00:00-04:00" title="Wednesday, March 29, 2017 - 03:00" class="datetime"&gt;Wed, 03/29/2017 - 03:00&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-field-article-subhead field--type-text-long field--label-hidden field__item"&gt;  &lt;p&gt;Foreman is a lifecycle management tool for physical and virtual servers.&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;Greg Sutcliffe is a long-time member and now community lead of the Foreman community. Foreman is a lifecycle management tool for physical and virtual servers. He's been…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/article/17/3/how-foreman-community-uses-metrics" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/LIFE_wavegraph.png?itok=CBKfLINW" width="360" height="202" alt="wavegraph" title="The legacy of open source and the tide of progress" class="image-style-article-teaser"&gt;

&lt;/a&gt;
   &lt;/div&gt;
      </description>
  <pubDate>Wed, 29 Mar 2017 07:00:00 +0000</pubDate>
    <dc:creator>James Falkner</dc:creator>
    <guid isPermaLink="false">35411 at https://opensource.com</guid>
    </item>
<item>
  <title>4 questions to answer when choosing community metrics to measure</title>
  <link>https://opensource.com/article/17/2/4-questions-answer-when-choosing-community-metrics-measure</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;4 questions to answer when choosing community metrics to measure&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/james-falkner" class="username"&gt;James Falkner&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2017-02-03T03:00:00-05:00" title="Friday, February 3, 2017 - 03:00" class="datetime"&gt;Fri, 02/03/2017 - 03:00&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-field-article-subhead field--type-text-long field--label-hidden field__item"&gt;  &lt;p&gt;When evaluating a specific metric that you are considering including in your metrics plan, you should answer four questions.&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;Thus far in the Community Metrics Playbook column, I've discussed the importance of setting goals to guide the metrics process, outlined the general types of metrics that are…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/article/17/2/4-questions-answer-when-choosing-community-metrics-measure" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/metrics_lead-steps-measure.png?itok=ErF2H1aE" width="360" height="202" alt="Green graph of measurements" title="Green graph of measurements" class="image-style-article-teaser"&gt;

&lt;/a&gt;
   &lt;/div&gt;
      </description>
  <pubDate>Fri, 03 Feb 2017 08:00:00 +0000</pubDate>
    <dc:creator>James Falkner</dc:creator>
    <guid isPermaLink="false">34316 at https://opensource.com</guid>
    </item>
<item>
  <title>Explore climate data with open source tools</title>
  <link>https://opensource.com/article/17/1/apache-open-climate-workbench</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;Explore climate data with open source tools&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/don-watkins" class="username"&gt;Don Watkins&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2017-01-11T03:01:00-05:00" title="Wednesday, January 11, 2017 - 03:01" class="datetime"&gt;Wed, 01/11/2017 - 03:01&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;You can't look anywhere these days without seeing evidence of the changing weather patterns on the earth. Monthly, we are confronted with facts and figures that point to a…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/article/17/1/apache-open-climate-workbench" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/bus-cloud.png?itok=N2IQDfia" width="360" height="202" alt="Sky with clouds and grass" title="Sky with clouds and grass" class="image-style-article-teaser"&gt;

&lt;/a&gt;
   &lt;/div&gt;
      </description>
  <pubDate>Wed, 11 Jan 2017 08:01:00 +0000</pubDate>
    <dc:creator>Don Watkins</dc:creator>
    <guid isPermaLink="false">33596 at https://opensource.com</guid>
    </item>
<item>
  <title>Productivity hacks: Optimizing your workflow with open source</title>
  <link>https://opensource.com/article/16/11/open-source-productivity-hacks</link>
  <description>&lt;span class="field field--name-title field--type-string field--label-hidden"&gt;Productivity hacks: Optimizing your workflow with open source&lt;/span&gt;
&lt;span class="field field--name-uid field--type-entity-reference field--label-hidden"&gt;&lt;a title="View user profile." href="https://opensource.com/users/nengard" class="username"&gt;ncbaratta&lt;/a&gt;&lt;/span&gt;
&lt;span class="field field--name-created field--type-created field--label-hidden"&gt;&lt;time datetime="2016-11-28T03:00:00-05:00" title="Monday, November 28, 2016 - 03:00" class="datetime"&gt;Mon, 11/28/2016 - 03:00&lt;/time&gt;
&lt;/span&gt;

            &lt;div class="clearfix text-formatted field field--name-field-article-subhead field--type-text-long field--label-hidden field__item"&gt;  &lt;p&gt;Opensource.com editors share some of their favorite productivity tools and tips to get stuff done.&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"&gt;  &lt;p&gt;Jen Wike Huger and Jason Baker from Opensource.com share some of the productivity tools they use at work. To see a list of the tools and the slides from their presentations…&lt;/p&gt;


&lt;/div&gt;
      
            &lt;div class="field field--name-field-lead-image field--type-entity-reference field--label-hidden field__item"&gt;       &lt;a href="https://opensource.com/article/16/11/open-source-productivity-hacks" hreflang="und"&gt;&lt;img loading="lazy" src="https://opensource.com/sites/default/files/styles/article_teaser/public/lead-images/BUSINESS_creativity.png?itok=v5B6sth6" width="360" height="202" alt="left and right brain" title="Does your organization have a process for collaboration?" class="image-style-article-teaser"&gt;

&lt;/a&gt;
   &lt;/div&gt;
      </description>
  <pubDate>Mon, 28 Nov 2016 08:00:00 +0000</pubDate>
    <dc:creator>ncbaratta</dc:creator>
    <guid isPermaLink="false">32811 at https://opensource.com</guid>
    </item>

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