{"id":317,"date":"2016-08-31T11:03:34","date_gmt":"2016-08-31T11:03:34","guid":{"rendered":"http:\/\/www.rangakrish.com\/?p=317"},"modified":"2016-08-31T16:14:02","modified_gmt":"2016-08-31T16:14:02","slug":"geo-computation-in-mathematica","status":"publish","type":"post","link":"https:\/\/www.rangakrish.com\/index.php\/2016\/08\/31\/geo-computation-in-mathematica\/","title":{"rendered":"Geo Computation in Mathematica"},"content":{"rendered":"<p><a href=\"http:\/\/www.wolfram.com\" target=\"_blank\">Mathematica<\/a> has many useful features when it comes to <em><strong>Geo Computation<\/strong><\/em>. I wanted to check out some of these features for today&#8217;s post.<\/p>\n<p>I travel between <em><strong>Chennai<\/strong><\/em> and <em><strong>Bengaluru<\/strong><\/em> on official work. So, let us start by determining the on-road distance between these cities.<\/p>\n<figure id=\"attachment_318\" aria-describedby=\"caption-attachment-318\" style=\"width: 692px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-1.png\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"318\" data-permalink=\"https:\/\/www.rangakrish.com\/index.php\/2016\/08\/31\/geo-computation-in-mathematica\/fig-1\/\" data-orig-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-1.png\" data-orig-size=\"692,234\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Distance\" data-image-description=\"&lt;p&gt;Distance&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Distance&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-1.png\" class=\"size-full wp-image-318\" src=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-1.png?resize=692%2C234\" alt=\"Distance\" width=\"692\" height=\"234\" srcset=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-1.png?w=692&amp;ssl=1 692w, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-1.png?resize=300%2C101&amp;ssl=1 300w\" sizes=\"(max-width: 692px) 100vw, 692px\" \/><\/a><figcaption id=\"caption-attachment-318\" class=\"wp-caption-text\">Distance<\/figcaption><\/figure>\n<p>It turns out that this is the distance when you travel by car. Well, is there a shorter route if we\u00a0decide to <em><strong>walk<\/strong><\/em> from Chennai to Bengaluru (not that I plan to take that challenge)? Mathematica says <em><strong>yes<\/strong><\/em>:<\/p>\n<figure id=\"attachment_319\" aria-describedby=\"caption-attachment-319\" style=\"width: 686px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-2.png\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"319\" data-permalink=\"https:\/\/www.rangakrish.com\/index.php\/2016\/08\/31\/geo-computation-in-mathematica\/fig-2\/\" data-orig-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-2.png\" data-orig-size=\"686,74\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Walking Distance\" data-image-description=\"&lt;p&gt;Walking Distance&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Walking Distance&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-2.png\" class=\"size-full wp-image-319\" src=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-2.png?resize=686%2C74\" alt=\"Walking Distance\" width=\"686\" height=\"74\" srcset=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-2.png?w=686&amp;ssl=1 686w, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-2.png?resize=300%2C32&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-2.png?resize=680%2C74&amp;ssl=1 680w, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-2.png?resize=675%2C74&amp;ssl=1 675w\" sizes=\"(max-width: 686px) 100vw, 686px\" \/><\/a><figcaption id=\"caption-attachment-319\" class=\"wp-caption-text\">Walking Distance<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<p>That is not a big difference, but it still helps, if we ever decide to walk. Let us be more specific. We shall ask Mathematica to show the route to follow if we decide to walk this distance.<\/p>\n<figure id=\"attachment_320\" aria-describedby=\"caption-attachment-320\" style=\"width: 699px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-3.png\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"320\" data-permalink=\"https:\/\/www.rangakrish.com\/index.php\/2016\/08\/31\/geo-computation-in-mathematica\/fig-3\/\" data-orig-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-3.png\" data-orig-size=\"699,312\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Walking Route\" data-image-description=\"&lt;p&gt;Walking Route&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Walking Route&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-3.png\" class=\"size-full wp-image-320\" src=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-3.png?resize=699%2C312\" alt=\"Walking Route\" width=\"699\" height=\"312\" srcset=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-3.png?w=699&amp;ssl=1 699w, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-3.png?resize=300%2C134&amp;ssl=1 300w\" sizes=\"(max-width: 699px) 100vw, 699px\" \/><\/a><figcaption id=\"caption-attachment-320\" class=\"wp-caption-text\">Walking Route<\/figcaption><\/figure>\n<p>How does it differ from driving? Here is the driving route:<\/p>\n<figure id=\"attachment_321\" aria-describedby=\"caption-attachment-321\" style=\"width: 691px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-4.png\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"321\" data-permalink=\"https:\/\/www.rangakrish.com\/index.php\/2016\/08\/31\/geo-computation-in-mathematica\/fig-4\/\" data-orig-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-4.png\" data-orig-size=\"691,310\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Driving Route\" data-image-description=\"&lt;p&gt;Driving Route&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Driving Route&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-4.png\" class=\"size-full wp-image-321\" src=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-4.png?resize=691%2C310\" alt=\"Driving Route\" width=\"691\" height=\"310\" srcset=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-4.png?w=691&amp;ssl=1 691w, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-4.png?resize=300%2C135&amp;ssl=1 300w\" sizes=\"(max-width: 691px) 100vw, 691px\" \/><\/a><figcaption id=\"caption-attachment-321\" class=\"wp-caption-text\">Driving Route<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<p>As you can see, the route is slightly different. What if I want to go by bicycle? Let us check that too:<\/p>\n<figure id=\"attachment_322\" aria-describedby=\"caption-attachment-322\" style=\"width: 692px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-5.png\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"322\" data-permalink=\"https:\/\/www.rangakrish.com\/index.php\/2016\/08\/31\/geo-computation-in-mathematica\/fig-5\/\" data-orig-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-5.png\" data-orig-size=\"692,309\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Cycling Route\" data-image-description=\"&lt;p&gt;Cycling Route&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Cycling Route&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-5.png\" class=\"size-full wp-image-322\" src=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-5.png?resize=692%2C309\" alt=\"Cycling Route\" width=\"692\" height=\"309\" srcset=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-5.png?w=692&amp;ssl=1 692w, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-5.png?resize=300%2C134&amp;ssl=1 300w\" sizes=\"(max-width: 692px) 100vw, 692px\" \/><\/a><figcaption id=\"caption-attachment-322\" class=\"wp-caption-text\">Cycling Route<\/figcaption><\/figure>\n<p>So cycling uses the same route as walking, which is understandable. Next question is, assuming normal speeds, how long will each of these modes take?<\/p>\n<figure id=\"attachment_323\" aria-describedby=\"caption-attachment-323\" style=\"width: 484px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-6.png\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"323\" data-permalink=\"https:\/\/www.rangakrish.com\/index.php\/2016\/08\/31\/geo-computation-in-mathematica\/fig-6\/\" data-orig-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-6.png\" data-orig-size=\"484,204\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Travel Time\" data-image-description=\"&lt;p&gt;Travel Time&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Travel Time&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-6.png\" class=\"size-full wp-image-323\" src=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-6.png?resize=484%2C204\" alt=\"Travel Time\" width=\"484\" height=\"204\" srcset=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-6.png?w=484&amp;ssl=1 484w, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-6.png?resize=300%2C126&amp;ssl=1 300w\" sizes=\"(max-width: 484px) 100vw, 484px\" \/><\/a><figcaption id=\"caption-attachment-323\" class=\"wp-caption-text\">Travel Time<\/figcaption><\/figure>\n<p>Great! The documentation tells us that traffic is not considered for these calculations. That makes sense, as otherwise the travel time cannot be determined with any degree of accuracy at all.<\/p>\n<p>Sadly, although I would like to find out the same set of information for train travel, Mathematica does not help us\u00a0there. Only these three modes are supported for now.<\/p>\n<p>What else? There is a lot more, if you are interested! Before concluding this article, I wanted to check the weather forecast for Chennai for one week. See the following figure.<\/p>\n<figure id=\"attachment_324\" aria-describedby=\"caption-attachment-324\" style=\"width: 493px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-7.png\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"324\" data-permalink=\"https:\/\/www.rangakrish.com\/index.php\/2016\/08\/31\/geo-computation-in-mathematica\/fig-7\/\" data-orig-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-7.png\" data-orig-size=\"493,544\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Weather Forecast\" data-image-description=\"&lt;p&gt;Weather Forecast&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Weather Forecast&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-7.png\" class=\"size-full wp-image-324\" src=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-7.png?resize=493%2C544\" alt=\"Weather Forecast\" width=\"493\" height=\"544\" srcset=\"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-7.png?w=493&amp;ssl=1 493w, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/08\/Fig-7.png?resize=272%2C300&amp;ssl=1 272w\" sizes=\"(max-width: 493px) 100vw, 493px\" \/><\/a><figcaption id=\"caption-attachment-324\" class=\"wp-caption-text\">Weather Forecast<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<p>Quite useful, right?<\/p>\n<p>So, Mathematica does not just provide the routine formulae and calculations; it is distinguished in its ability to give us access to a huge <em><strong>curated knowdgebase<\/strong><\/em>. I will explore more features in future posts.<\/p>\n<p>Thanks for your time!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mathematica has many useful features when it comes to Geo Computation. I wanted to check out some of these features for today&#8217;s post. I travel between Chennai and Bengaluru on official work. So, let us start by determining the on-road distance between these cities. It turns out that this is the distance when you travel [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[72],"tags":[73,43],"class_list":["post-317","post","type-post","status-publish","format-standard","hentry","category-mathematica","tag-geo-computing","tag-mathematica"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p9OLnF-57","jetpack-related-posts":[{"id":364,"url":"https:\/\/www.rangakrish.com\/index.php\/2016\/10\/11\/cloud-computing-with-mathematica\/","url_meta":{"origin":317,"position":0},"title":"Cloud Computing with Mathematica","author":"admin","date":"October 11, 2016","format":false,"excerpt":"Mathematica provides excellent support for cloud computation, and most of the time, it is a very simple and intuitive process. Today, let us look at some examples of cloud deployment. For using Mathematica\u2019s cloud capabilities, you need an appropriate subscription. I use Mathematica Desktop, which comes with some free cloud\u2026","rel":"","context":"In &quot;Mathematica&quot;","block_context":{"text":"Mathematica","link":"https:\/\/www.rangakrish.com\/index.php\/category\/mathematica\/"},"img":{"alt_text":"FormFunction","src":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/10\/FormFunction1.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/10\/FormFunction1.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/10\/FormFunction1.png?resize=525%2C300 1.5x"},"classes":[]},{"id":285,"url":"https:\/\/www.rangakrish.com\/index.php\/2016\/07\/22\/using-julia-to-interact-with-mathematica\/","url_meta":{"origin":317,"position":1},"title":"Using Julia to Interact with Mathematica","author":"admin","date":"July 22, 2016","format":false,"excerpt":"Mathematica is a powerful environment for symbolic and numerical computation. I have been using it for many years now. In this post\u00a0I had explained how we can use Mathematica bundled with Raspberry distribution to control littleBits devices. When I saw that there is support in Julia for interacting with Mathematica,\u2026","rel":"","context":"In &quot;Julia&quot;","block_context":{"text":"Julia","link":"https:\/\/www.rangakrish.com\/index.php\/category\/julia\/"},"img":{"alt_text":"Julia Session","src":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/07\/Julia-1.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/07\/Julia-1.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/07\/Julia-1.png?resize=525%2C300 1.5x"},"classes":[]},{"id":3774,"url":"https:\/\/www.rangakrish.com\/index.php\/2025\/08\/04\/stock-analysis-using-wolfram-mathematica\/","url_meta":{"origin":317,"position":2},"title":"Stock Analysis Using Wolfram Mathematica","author":"admin","date":"August 4, 2025","format":false,"excerpt":"I have my own toolkit for analyzing stocks, but occasionally I use Mathematica as well. Given Mathematica\u2019s extensive support for numerical computation including Machine Learning, it can be a valuable resource for deep analysis of the stock market. In today\u2019s article, let me give an overview of some of the\u2026","rel":"","context":"In &quot;Mathematica&quot;","block_context":{"text":"Mathematica","link":"https:\/\/www.rangakrish.com\/index.php\/category\/mathematica\/"},"img":{"alt_text":"Supported Exchanges","src":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2025\/08\/exchanges-300x28.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2025\/08\/exchanges-300x28.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2025\/08\/exchanges-300x28.png?resize=525%2C300&ssl=1 1.5x"},"classes":[]},{"id":457,"url":"https:\/\/www.rangakrish.com\/index.php\/2017\/01\/16\/checking-image-overlap-with-mathematica-part-3\/","url_meta":{"origin":317,"position":3},"title":"Checking Image Overlap with Mathematica \u2013 Part 3","author":"admin","date":"January 16, 2017","format":false,"excerpt":"This is the\u00a0 third and the last in the series of articles on checking image overlap using Mathematica. Let us take a quick look at the images that we are using as samples (image1 and image3 in the first row, image3 and image4 in the second row): The first technique\u2026","rel":"","context":"In &quot;Image Processing&quot;","block_context":{"text":"Image Processing","link":"https:\/\/www.rangakrish.com\/index.php\/category\/image-processing\/"},"img":{"alt_text":"Sample Images","src":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2017\/01\/Sampleimages.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2017\/01\/Sampleimages.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2017\/01\/Sampleimages.png?resize=525%2C300 1.5x"},"classes":[]},{"id":328,"url":"https:\/\/www.rangakrish.com\/index.php\/2016\/09\/11\/natural-language-processing-in-mathematica\/","url_meta":{"origin":317,"position":4},"title":"Natural Language Processing in Mathematica","author":"admin","date":"September 11, 2016","format":false,"excerpt":"Welcome back. Today I am going to share with you some of the nice capabilities of Mathematica in the area of Natural Language Processing (NLP). Let us start with words. What if we wish to know\u00a0the various definitions of the word image?\u00a0Here is the answer. Mathematica gives the various senses\u2026","rel":"","context":"In &quot;Mathematica&quot;","block_context":{"text":"Mathematica","link":"https:\/\/www.rangakrish.com\/index.php\/category\/mathematica\/"},"img":{"alt_text":"Word Definition","src":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/09\/word-data1-1024x238.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/09\/word-data1-1024x238.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/09\/word-data1-1024x238.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/09\/word-data1-1024x238.png?resize=700%2C400 2x"},"classes":[]},{"id":348,"url":"https:\/\/www.rangakrish.com\/index.php\/2016\/09\/26\/computer-vision-with-mathematica\/","url_meta":{"origin":317,"position":5},"title":"Computer Vision with Mathematica","author":"admin","date":"September 26, 2016","format":false,"excerpt":"Over the past several weeks, I have been discussing many interesting features of Mathematica. As a continuation, today, I would like to show some cool functionality in the domain of computer vision and machine learning. The function ImageIdentify[] tries to identify the object in the given image. According to the\u2026","rel":"","context":"In &quot;Machine Learning&quot;","block_context":{"text":"Machine Learning","link":"https:\/\/www.rangakrish.com\/index.php\/category\/machine-learning\/"},"img":{"alt_text":"A Truck","src":"https:\/\/i0.wp.com\/www.rangakrish.com\/wp-content\/uploads\/2016\/09\/truck-fig.png?resize=350%2C200","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.rangakrish.com\/index.php\/wp-json\/wp\/v2\/posts\/317","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.rangakrish.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rangakrish.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rangakrish.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rangakrish.com\/index.php\/wp-json\/wp\/v2\/comments?post=317"}],"version-history":[{"count":0,"href":"https:\/\/www.rangakrish.com\/index.php\/wp-json\/wp\/v2\/posts\/317\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.rangakrish.com\/index.php\/wp-json\/wp\/v2\/media?parent=317"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rangakrish.com\/index.php\/wp-json\/wp\/v2\/categories?post=317"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rangakrish.com\/index.php\/wp-json\/wp\/v2\/tags?post=317"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}