{"id":23,"date":"2017-12-05T17:05:00","date_gmt":"2017-12-05T17:05:00","guid":{"rendered":"http:\/\/ai.intelligentonlinetools.com\/ml\/?page_id=23"},"modified":"2017-12-07T21:23:57","modified_gmt":"2017-12-07T21:23:57","slug":"text-mining-examples","status":"publish","type":"page","link":"http:\/\/ai.intelligentonlinetools.com\/ml\/text-mining-examples\/","title":{"rendered":"Text Mining Examples on the Web"},"content":{"rendered":"<div class=\"epttv69ef6e38cf662\" ><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<!-- Text analytics techniques 728_90 horizontal top -->\n<ins class=\"adsbygoogle\"\n     style=\"display:inline-block;width:728px;height:90px\"\n     data-ad-client=\"ca-pub-3416618249440971\"\n     data-ad-slot=\"2926649501\"><\/ins>\n<script>\n(adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><\/div><style type=\"text\/css\">\r\n.epttv69ef6e38cf662 {\r\nmargin: 5px; padding: 0px;\r\n}\r\n@media screen and (min-width: 1201px) {\r\n.epttv69ef6e38cf662 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.epttv69ef6e38cf662 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.epttv69ef6e38cf662 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.epttv69ef6e38cf662 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.epttv69ef6e38cf662 {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n<p>In now days we can find <strong>text mining examples<\/strong> of use in many applications around us. Here are some recent text mining examples collected from the web. They are from different areas. They all include text analytics with python code and very good tutorials. <\/p>\n<p><strong>Visualization of Blog Data<\/strong><\/p>\n<p>In this project <a href=http:\/\/pythondata.com\/text-analytics-visualization\/  target=_blank>Text Analytics and Visualization<\/a> the author mined  blog post data to <strong>extract top 3 keywords<\/strong> from each article (total 1400) and then visualize connections between them in Gephi.  Full map was obtained for all articles. This map indicates clusters which are showing where the most of articles was done.<\/p>\n<p>This project is showing one of the way how we can <strong>visualize text analytics<\/strong>. The visualization looks very nice. <\/p>\n<p><strong>Text Mining Examples for Chatbots<\/strong><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/ai.intelligentonlinetools.com\/ml\/wp-content\/uploads\/2017\/12\/bot-icon-2883144_640-300x300.png\" alt=\"bot\" width=\"300\" height=\"300\" class=\"alignnone size-medium wp-image-62\" class=\"alignnone size-medium wp-image-47\" style=\"float:left;margin:0 20px 20px 0;\" srcset=\"http:\/\/ai.intelligentonlinetools.com\/ml\/wp-content\/uploads\/2017\/12\/bot-icon-2883144_640-300x300.png 300w, http:\/\/ai.intelligentonlinetools.com\/ml\/wp-content\/uploads\/2017\/12\/bot-icon-2883144_640-150x150.png 150w, http:\/\/ai.intelligentonlinetools.com\/ml\/wp-content\/uploads\/2017\/12\/bot-icon-2883144_640.png 640w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>This project <a href=\"https:\/\/machinelearnings.co\/text-classification-using-neural-networks-f5cd7b8765c6\" target=\"_blank\">Text Classification using Neural Networks<\/a> shows how to train <strong>chatbot<\/strong> to perform some basic responses (greeting, actual action and completing) based on user input sentence with an &#8220;intent&#8221;  (a conversational intent).  <\/p>\n<p>This project allows to understanding how chatbot is working.  A fundamental piece of machinery inside a chat-bot is the <strong>text classifier<\/strong> and the author showed all inner workings of an artificial neural network (ANN) for text classification.  Very interesting.<\/p>\n<p><strong>Machine Learning Clustering of News Feed<\/strong><\/p>\n<p>In this tutorial <a href=\"https:\/\/ahmedbesbes.com\/how-to-mine-newsfeed-data-and-extract-interactive-insights-in-python.html\" target=\"_blank\">How to mine newsfeed data and extract interactive insights in Python<\/a> the author is showing how to collect <strong>news feeds<\/strong> from 60 different sources (Google News, The BBC, Business Insider, BuzzFeed, etc), format data and apply machine learning clustering to group the articles by their similarity and then visualize the results to get high level insights.<br \/>\nThis project is making use of Newsapi service to get news. <\/p>\n<p><strong>Tweet Sentiment Analysis<\/strong><\/p>\n<p>In this project <a href=\"http:\/\/blog.aylien.com\/first-text-mining-project-python-3-steps\/\" target=\"_blank\">Your First Text Mining Project with Python in 3 steps<\/a> the author is showing how collect data from Twitter, do tweet sentiment analysis of text data and visualize results.<br \/>\nThis project is using Twitter API, Tweepy, Pandas and matplotlib.<\/p>\n<div class=\"fntwn69ef6e38cf696\" ><center>\n<script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<!-- Text analytics techniques link ads horizontal Medium after content -->\n<ins class=\"adsbygoogle\"\n     style=\"display:inline-block;width:468px;height:15px\"\n     data-ad-client=\"ca-pub-3416618249440971\"\n     data-ad-slot=\"5765984772\"><\/ins>\n<script>\n(adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n\n<script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-format=\"autorelaxed\"\n     data-ad-client=\"ca-pub-3416618249440971\"\n     data-ad-slot=\"3903486841\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n<\/center><\/div><style type=\"text\/css\">\r\n.fntwn69ef6e38cf696 {\r\nmargin: 5px; padding: 0px;\r\n}\r\n@media screen and (min-width: 1201px) {\r\n.fntwn69ef6e38cf696 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.fntwn69ef6e38cf696 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.fntwn69ef6e38cf696 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.fntwn69ef6e38cf696 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.fntwn69ef6e38cf696 {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n","protected":false},"excerpt":{"rendered":"<p>In now days we can find text mining examples of use in many applications around us. Here are some recent text mining examples collected from the web. They are from different areas. They all include text analytics with python code and very good tutorials. Visualization of Blog Data In this project Text Analytics and Visualization &#8230; <a title=\"Text Mining Examples on the Web\" class=\"read-more\" href=\"http:\/\/ai.intelligentonlinetools.com\/ml\/text-mining-examples\/\" aria-label=\"More on Text Mining Examples on the Web\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Text Mining Examples on the Web - Text Analytics Techniques<\/title>\n<meta name=\"description\" content=\"text mining examples of text mining machine learning projects collected from the web. They have python code and belongs to different areas\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/ai.intelligentonlinetools.com\/ml\/text-mining-examples\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Text Mining Examples on the Web - Text Analytics Techniques\" \/>\n<meta property=\"og:description\" content=\"text mining examples of text mining machine learning projects collected from the web. 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