{"id":1305,"date":"2015-12-19T13:06:42","date_gmt":"2015-12-19T13:06:42","guid":{"rendered":"http:\/\/www.blog.microworkers.com\/?p=1305"},"modified":"2016-01-22T11:27:48","modified_gmt":"2016-01-22T11:27:48","slug":"ttv-tutorial-web-data-collection-part-2-data-mining","status":"publish","type":"post","link":"https:\/\/www.microworkers.com\/blog\/ttv-tutorial-web-data-collection-part-2-data-mining\/","title":{"rendered":"TTV-Tutorial: Web Data Collection \u2013 Part 2 (Data Mining)"},"content":{"rendered":"<div align=\"justify\">In our previous post about <a href=\"https:\/\/www.microworkers.com\/blog\/ttv-tutorial-web-data-collection-part-1-data-extraction\" target=\"_blank\">Web Data Collection (Part 1)<\/a>, we explained how to set up a Template for data extraction when we have a premade list of websites to pull out specific information from. In this post we\u2019re going to highlight (TTV) utilization for data mining, invoking our Workers to query the web for data.<br \/>\n&nbsp;<br \/>\nFor the guiding example of data mining task we have a CSV (Comma Separated Values) spreadsheet full of movie titles and their corresponding posters. You can see a sample of the CSV spreadsheet here: <a title=\"Csv\" href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/data_mining_csv_sample.csv\" target=\"blank\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/CSV.png\" alt=\"csv\" width=\"32\" height=\"32\" align=\"middle\" \/><\/a><br \/>\nWe are looking to gather the following information for each movie title: production company, release year, Director, genre(s) and MPAA rating.<br \/>\n&nbsp;<br \/>\nBelow you can find link to created Template on our platform as well as the screen-capture of it:<br \/>\n&nbsp;<br \/>\n<em><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/tip.png\" alt=\"tip\" width=\"17\" height=\"17\" \/><span style=\"color: #808080\">Template is available for cloning and further customization as per desired. Simply click on green &#8220;Clone&#8221; button, edit and save it with your given title<\/span><\/em><br \/>\n&nbsp;<br \/>\n<strong>Template Preview:<\/strong> (requires Microworkers account login): <a href=\"https:\/\/ttv.microworkers.com\/template\/preview\/T5674100cd8c98\" target=\"_blank\">Collect Information About Popular Movies<\/a><br \/>\n&nbsp;<br \/>\n<strong>Screen-capture: <\/strong>(click to enlarge): <a title=\"Template Preview\" href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/data_collection_part_2.png\" target=\"blank\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/data_collection_part_2.png\" alt=\"campaign img\" width=\"25\" height=\"26\" align=\"middle\" \/><\/a><\/p>\n<p align=\"center\"><span style=\"color: #999999\">____________________________________________________<\/span><\/p>\n<p>&nbsp;<br \/>\nLet&#8217;s now separately analyze each designed part in sequence.<br \/>\n<\/br><\/p>\n<ul>\n<li><b>Task Objectives, Task Instructions and Helpful Tip(s) Panel<\/b><\/li>\n<\/ul>\n<p>In order to showcase the wide opportunities of <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_panels.asp\" target=\"_blank\" rel=\"nofollow\">Bootstrap styling codes<\/a> we played a bit more with panels and tables, putting them together inline with text. Sometime you may need to put lots of guidance but you also care to keep things organized in your Template.<br \/>\n&nbsp;<br \/>\nBelow topics display Template&#8217;s source code where all vital parts are marked in red.<br \/>\n&nbsp;<br \/>\n<em><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/tip.png\" alt=\"tip\" width=\"17\" height=\"17\" \/><span style=\"color: #808080\">Well-designed and organized Templates have proven to significantly increase Workers&#8217; participation as they make task more attractive<\/span><\/em><br \/>\n<\/br><br \/>\n<a title=\"Task Objectives\" href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/task_objectives.png\" target=\"blank\"><img decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/task_objectives.png\" alt=\"info panels\" width=\"530\" \/><\/a><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\"><code><font size=\"4\"><strong>&lt;!-- Instructions --&gt;<\/strong><\/font><br \/>\n<font size=\"2\"><strong>&lt;!-- Task Objectives --&gt;<\/strong><\/font><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"panel panel-primary\"&gt;<br \/>\n&lt;div class=\"panel-heading\"&gt;<\/span>&lt;strong&gt;Task Objectives:&lt;\/strong&gt;&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"panel-body\"&gt;<\/span><br \/>\n&lt;h5&gt;&lt;strong&gt;Help us to collect the specific movie information from the most popular titles over the past 40 years&lt;\/strong&gt;<br \/>\n&lt;\/h5&gt;<br \/>\n&lt;p&gt;&amp;nbsp;<br \/>\n&lt;\/p&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Task Objectives --&gt;<\/strong><\/font><\/code><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\"><code><font size=\"2\"><strong>&lt;!-- Task Instructions --&gt;<\/strong><\/font><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"panel panel-info\"&gt;<br \/>\n&lt;div class=\"panel-heading\"&gt;<\/span>&lt;strong&gt;Task Instructions:&lt;\/strong&gt;&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;table class=\"table\"&gt;<br \/>\n&lt;tbody&gt;<br \/>\n&lt;tr&gt;<br \/>\n&lt;td class=\"col-sm-6\"&gt;<\/span><br \/>\n&lt;ul&gt;<br \/>\n&lt;li&gt;Query the web for given movie Title and collect the specific information we&#039;re asking&lt;\/li&gt;<br \/>\n&lt;li&gt;Compare the poster image to ensure you&#039;re looking for an exact movie release&lt;\/li&gt;<br \/>\n&lt;li&gt;Enter as much information as you can find for movie&#039;s &amp;quot;Production Company&amp;quot; and\/or &amp;quot;Genre(s)&amp;quot;. Otherwise, leave the fields\/checkboxes &lt;u&gt;blank&lt;\/u&gt;&lt;\/li&gt;<br \/>\n&lt;\/ul&gt;<br \/>\n&lt;\/td&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Task Instructions --&gt;<\/strong><\/font><\/div>\n<p><\/code><\/p>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\"><code><font size=\"2\"><strong>&lt;!-- Helpful Tip(s) --&gt;<\/strong><\/font><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;td class=\"col-sm-6\"&gt;<br \/>\n&lt;div class=\"panel panel-warning\"&gt;<br \/>\n&lt;div class=\"panel-heading\"&gt;<\/span>&lt;strong&gt;Helpful Tip(s):&lt;\/strong&gt;&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"panel-body\"&gt;<\/span><br \/>\n&lt;ul&gt;<br \/>\n&lt;li&gt;To facilitate the process you may look up for data on these websites: &lt;a href=\"http:\/\/www.imdb.com\/\" target=\"_blank\"&gt;iMDB&lt;\/a&gt;, &lt;a href=\"http:\/\/www.rottentomatoes.com\/\" target=\"_blank\"&gt;Rotten Tomatoes&lt;\/a&gt;, &lt;a href=\"http:\/\/www.wikipedia.org\" target=\"_blank\"&gt;Wikipedia&lt;\/a&gt;, &lt;a href=\"http:\/\/www.movies.com\/\" target=\"_blank\"&gt;Movies.com&lt;\/a&gt;&lt;\/li&gt;<br \/>\n&lt;\/ul&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/td&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Helpful Tip(s) --&gt;<\/strong><\/font><br \/>\n&lt;\/tr&gt;<br \/>\n&lt;\/tbody&gt;<br \/>\n&lt;\/table&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<font size=\"4\"><strong>&lt;!-- End Instructions --&gt;<\/strong><\/font><\/div>\n<p><\/code>(Coding Source: <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_panels.asp\" target=\"_blank\" rel=\"nofollow\">BS Panels<\/a>, <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_tables.asp\" target=\"_blank\" rel=\"nofollow\">BS Tables<\/a>, <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_grid_system.asp\" target=\"_blank\" rel=\"nofollow\">BS Grid System<\/a>, <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_list_groups.asp\" target=\"_blank\" rel=\"nofollow\">BS List Groups<\/a>, <a href=\"http:\/\/www.w3schools.com\/tags\/att_a_href.asp\" target=\"_blank\" rel=\"nofollow\">HTML a href Attribute<\/a>)<br \/>\n<\/br><\/p>\n<div align=\"justify\">\n<ul>\n<li><b>Movie Title<\/b><\/li>\n<\/ul>\n<p>To accomplish dynamic behavior and spread out an unique movie title to each Worker we set parameter <b>${movie_title}<\/b> which takes values from CSV file mentioned at the beginning, precisely from <i>movie_title<\/i> column. (Read more about CSV approach <a href=\"https:\/\/microworkers.com\/csv.php\" target=\"_blank\">here<\/a>)<br \/>\n&nbsp;<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/tip.png\" alt=\"tip\" width=\"17\" height=\"17\" \/><em><span style=\"color: #808080\">Option to enclose a CSV with Template is given during the campaign setup. In order to ensure CSV format compliance, it&#8217;s preferred to utilize &#8220;Download Sample CSV&#8221; once the Template is ready. The system will generate blank CSV file with Template-matching column(s) for you to enter your values. &#8220;Download Sample CSV&#8221; link is found on individual Template page after one is saved)<\/span><\/em><br \/>\n&nbsp;<br \/>\n<a title=\"Movie_title\" href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/movie_title.png\" target=\"blank\"><img decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/movie_title.png\" alt=\"img\" width=\"530\" \/><\/a><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\"><code><font size=\"2\"><strong>&lt;!-- Csv Movie Title --&gt;<\/strong><\/font><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"well well-sm\"&gt;<br \/>\n&lt;p class=\"text-center\"&gt;<\/span>&lt;strong&gt;Movie: &lt;\/strong&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;mark&gt;${movie_title}<\/span>&lt;\/mark&gt;<\/span>&lt;\/p&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Csv Movie Title --&gt;<\/strong><\/font><\/div>\n<p><\/code>(Coding Source: <a href=\"http:\/\/www.w3schools.com\/tags\/att_p_align.asp\" target=\"_blank\" rel=\"nofollow\">HTML p align Attribute<\/a>, <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_wells.asp\" target=\"_blank\" rel=\"nofollow\">BS Wells<\/a>)<br \/>\n<\/br><\/p>\n<div align=\"justify\">\n<ul>\n<li><b>Movie Poster<\/b><\/li>\n<\/ul>\n<p>The only difference compared to process described slightly above is that instead of text, we now need to load up dynamic parameter for images. This is simply solved by inserting <i>img src<\/i> tag to the parameter <b>${poster_url}<\/b> (i.e. <b>&lt;img src=&quot;${poster_url}&quot;<\/b>). The system now takes values stored under <i>poster_url<\/i> column of CSV.<br \/>\n&nbsp;<\/p>\n<p style=\"text-align: right;color: blue\"><strong><span style=\"color: #0000ff\">Visual Editor<\/span><\/strong>: <span style=\"color: #000000\">Click<\/span> <a href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/image_function.png\" target=\"blank\">Here<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/tip.png\" alt=\"tip\" width=\"17\" height=\"17\" \/><em><span style=\"color: #808080\">CSV file may have many columns (separate variables), but note that if used within same Template they always show up in row-major order<\/span><\/em><br \/>\n&nbsp;<br \/>\n<a title=\"Movie_poster\" href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/movie_poster.png\" target=\"blank\"><img decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/movie_poster.png\" alt=\"img\" \/><\/a><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\"><code><font size=\"2\"><strong>&lt;!-- Csv Movie Poster --&gt;<\/strong><\/font><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"row\"&gt;<br \/>\n&lt;div class=\"col-sm-3\"&gt;&lt;img src=\"${poster_url}\" \/&gt;<\/span><br \/>\n&lt;\/div&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Csv Movie Poster --&gt;<\/strong><\/font><\/code><\/div>\n<p>(Coding Source: <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_grid_system.asp\" target=\"_blank\" rel=\"nofollow\">BS Grid System<\/a>, <a href=\"http:\/\/www.w3schools.com\/tags\/att_img_src.asp\" target=\"_blank\" rel=\"nofollow\">HTML IMG src Attribute<\/a>)<br \/>\n<\/br><\/p>\n<div align=\"justify\">\n<ul>\n<li><b>Data Input<\/b><\/li>\n<\/ul>\n<p>Similarly to <a href=\"https:\/\/www.microworkers.com\/blog\/ttv-tutorial-web-data-collection-part-1-data-extraction\" target=\"_blank\">Web Data Collection (Part 1)<\/a>, we took advantage of quite applicable <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_tables.asp\" target=\"_blank\" rel=\"nofollow\">Bootstrap Table<\/a> styling, however, with certain changes as to input forms alignment. Considering the type of information that are required, we&#8217;ve put text fields for Production Company and Director fields, dropdown for the Release Year, checkboxes for Genre(s) and lastly the radio buttons for Rating field.<\/p>\n<p style=\"text-align: right;color: blue\"><strong><span style=\"color: #0000ff\">Visual Editor (&#8220;Text Fields&#8221;)<\/span><\/strong>: <span style=\"color: #000000\">Click<\/span> <a href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/text-fields.png\" target=\"blank\">Here<\/a><\/p>\n<p style=\"text-align: right;color: blue\"><strong><span style=\"color: #0000ff\">Visual Editor (&#8220;Dropdown&#8221;)<\/span><\/strong>: <span style=\"color: #000000\">Click<\/span> <a href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/dropdown.png\" target=\"blank\">Here<\/a><\/p>\n<p style=\"text-align: right;color: blue\"><strong><span style=\"color: #0000ff\">Visual Editor (&#8220;Checkboxes&#8221;)<\/span><\/strong>: <span style=\"color: #000000\">Click<\/span> <a href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/checkbox.png\" target=\"blank\">Here<\/a><\/p>\n<p style=\"text-align: right;color: blue\"><strong><span style=\"color: #0000ff\">Visual Editor (&#8220;Radio Buttons&#8221;)<\/span><\/strong>: <span style=\"color: #000000\">Click<\/span> <a href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/text-field-director.png\" target=\"blank\">Here<\/a><\/p>\n<p>&nbsp;<br \/>\n<em><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/tip.png\" alt=\"tip\" width=\"17\" height=\"17\" \/><span style=\"color: #808080\">Question forms require an adequate name and\/or value input upon inserting. Otherwise, your collected results could easily overlap &#8212; keep in mind that generated CSV results come out under given labels (look for a CSV example at the bottom)<\/em><br \/>\n&nbsp;<br \/>\n<a title=\"Collected Data\" href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/collected_data.png\" target=\"blank\"><img decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/collected_data.png\" alt=\"info panels\" width=\"530\" \/><\/a><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\"><code><font size=\"4\"><strong>&lt;!-- Collected Data --&gt;<\/strong><\/font><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-9\"&gt;<br \/>\n&lt;div class=\"panel panel-success\"&gt;<br \/>\n&lt;div class=\"panel-heading\"&gt;<\/span>&lt;strong&gt;Collected Data:&lt;\/strong&gt;&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"panel-body\"&gt;<\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\">\n<font size=\"2\"><strong>&lt;!-- Production Company --&gt;<\/font><\/strong><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"row\"&gt;<br \/>\n&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;p class=\"form-control-static\"&gt;<\/span>&lt;strong&gt;Production Company:&lt;\/strong&gt;<br \/>\n&lt;\/p&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;div class=\"form-group\"&gt;<br \/>\n&lt;input class=\"form-control input-sm\" name=\"production_co\" placeholder=\"Production Co:\" type=\"text\" \/&gt;<\/span><br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;div class=\"form-group\"&gt;<br \/>\n&lt;input class=\"form-control input-sm\" name=\"production_co_2\" placeholder=\"Production Co:\" type=\"text\" \/&gt;<\/span><br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;div class=\"form-group\"&gt;<br \/>\n&lt;input class=\"form-control input-sm\" name=\"production_co_3\" placeholder=\"Production Co:\" type=\"text\" \/&gt;<\/span><br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Production Company --&gt;<\/strong><\/font><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\">\n<font size=\"2\"><strong>&lt;!-- Release Year --&gt;<\/strong><\/font><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"row\"&gt;<br \/>\n&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;p class=\"form-control-static\"&gt;<\/span>&lt;strong&gt;Release Year:&lt;\/strong&gt;<br \/>\n&lt;\/p&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;div class=\"form-group\"&gt;<br \/>\n&lt;select class=\"form-control\" name=\"year_released\"&gt;&lt;option value=\"1975\"&gt;1975<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1976\"&gt;1976<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1977\"&gt;1977<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1978\"&gt;1978<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1979\"&gt;1979<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1980\"&gt;1980<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1981\"&gt;1981<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1982\"&gt;1982<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1983\"&gt;1983<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1984\"&gt;1984<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1985\"&gt;1985<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1986\"&gt;1986<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1987\"&gt;1987<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1988\"&gt;1988<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1989\"&gt;1989<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1990\"&gt;1990<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1991\"&gt;1991<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1992\"&gt;1992<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1993\"&gt;1993<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1994\"&gt;1994<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1995\"&gt;1995<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1996\"&gt;1996<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1997\"&gt;1997<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1998\"&gt;1998<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"1999\"&gt;1999<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2000\"&gt;2000<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2001\"&gt;2001<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2002\"&gt;2002<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2003\"&gt;2003<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2004\"&gt;2004<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2005\"&gt;2005<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2006\"&gt;2006<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2007\"&gt;2007<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2008\"&gt;2008<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2009\"&gt;2009<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2010\"&gt;2010<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2011\"&gt;2011<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2012\"&gt;2012<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2013\"&gt;2013<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2014\"&gt;2014<\/span>&lt;\/option&gt;<span style=\"color: red;font-weight: bold\">&lt;option value=\"2015\"&gt;2015<\/span>&lt;\/option&gt;<br \/>\n&lt;\/select&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Release Year --&gt;<\/font><\/strong><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\">\n<font size=\"2\"><strong>&lt;!-- Director --&gt;<\/font><\/strong><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"row\"&gt;<br \/>\n&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;p class=\"form-control-static\"&gt;<\/span>&lt;strong&gt;Director:&lt;\/strong&gt;<br \/>\n&lt;\/p&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-9\"&gt;<br \/>\n&lt;div class=\"form-group\"&gt;<br \/>\n&lt;input class=\"form-control input-sm\" name=\"director\" placeholder=\"Directed by\" type=\"text\" \/&gt;<\/span><br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"row\"&gt;<br \/>\n&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;p class=\"form-control-static\"&gt;<\/span>&lt;strong&gt;Genre(s):&lt;\/strong&gt;<br \/>\n&lt;\/p&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Director --&gt;<\/font><\/strong><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\">\n<font size=\"2\"><strong>&lt;!-- Genre(s) --&gt;<\/font><\/strong><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Sci-Fi\" \/&gt;Sci-Fi<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Thriller\" \/&gt;Thriller<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Comedy\" \/&gt;Comedy<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Adventure\" \/&gt;Adventure<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Family\" \/&gt;Family<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Mystery\" \/&gt;Mystery<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Drama\" \/&gt;Drama<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Animation\" \/&gt;Animation<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Fantasy\" \/&gt;Fantasy<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Crime\" \/&gt;Crime<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"checkbox\"&gt;&lt;label&gt;<br \/>\n&lt;input name=\"genre\" type=\"checkbox\" value=\"Romance\" \/&gt;Romance<\/span>&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Genre(s) --&gt;<\/strong><\/font><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\">\n<font size=\"2\"><strong>&lt;!-- Rating --&gt;<\/font><\/strong><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"row\"&gt;<br \/>\n&lt;div class=\"col-sm-3\"&gt;<br \/>\n&lt;p class=\"form-control-static\"&gt;<\/span>&lt;strong&gt;Rating<br \/>\n&lt;abbr title=\"Motion Picture Association of America's (MPAA) film-rating system\"&gt; (MPAA):<br \/>\n&lt;\/abbr&gt;&lt;\/strong&gt;<br \/>\n&lt;\/p&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<span style=\"color: red;font-weight: bold\">&lt;div class=\"col-sm-9\"&gt;<br \/>\n&lt;div class=\"form-group\"&gt;&lt;label class=\"radio-inline\"&gt;<br \/>\n&lt;input name=\"rating\" type=\"radio\" value=\"g\" \/&gt;<\/span>&amp;nbsp;&lt;u&gt;G&lt;\/u&gt;<br \/>\n&lt;\/label&gt; <span style=\"color: red;font-weight: bold\">&lt;label class=\"radio-inline\"&gt;<\/span><br \/>\n<span style=\"color: red;font-weight: bold\">&lt;input name=\"rating\" type=\"radio\" value=\"pg\" \/&gt;<\/span>&amp;nbsp;&lt;u&gt;PG&lt;\/u&gt;&lt;\/label&gt; <span style=\"color: red;font-weight: bold\">&lt;label class=\"radio-inline\"&gt;<br \/>\n&lt;input name=\"rating\" type=\"radio\" value=\"pg-13\" \/&gt;<\/span>&amp;nbsp;&lt;u&gt;PG-13&lt;\/u&gt;&lt;\/label&gt; <span style=\"color: red;font-weight: bold\">&lt;label class=\"radio-inline\"&gt;<br \/>\n&lt;input name=\"rating\" type=\"radio\" value=\"r\" \/&gt;<\/span>&amp;nbsp;&lt;u&gt;R&lt;\/u&gt;&lt;\/label&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<font size=\"2\"><strong>&lt;!-- End Rating --&gt;<\/font><\/strong><\/div>\n<div style=\"border: solid 1px #006ad2;font-size: 1.3 em;color: blue;margin: 10px;padding: 10px;background: #FFFFB3\">\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n&lt;\/div&gt;<br \/>\n<font size=\"4\"><strong>&lt;!-- End Collected Data --&gt;<\/font><\/strong><\/code><\/div>\n<p>(Coding Source: <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_panels.asp\" target=\"_blank\" rel=\"nofollow\"> BS Panels<\/a>, <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_grid_system.asp\" target=\"_blank\" rel=\"nofollow\">BS Grids<\/a>, <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_forms_inputs.asp\" target=\"_blank\" rel=\"nofollow\"> BS Form Inputs<\/a>, <a href=\"http:\/\/www.w3schools.com\/bootstrap\/bootstrap_badges_labels.asp\" target=\"_blank\" rel=\"nofollow\">BS Labels<\/a>, <a href=\"http:\/\/www.w3schools.com\/tags\/tag_abbr.asp\" target=\"_blank\" rel=\"nofollow\">HTML abbr tag<\/a>)<br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\n<span style=\"color: #999999\">____________________________________________________<\/span><br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\nOnce your Template is ready and saved, you need to configure Question(s) behavior ticking and\/or unticking the checkboxes besides each one your Template includes.<br \/>\n&nbsp;<br \/>\n<a title=\"Questions\" href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/questions.png\" target=\"blank\"><img decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/questions.png\" alt=\"campaign img\" width=\"530\" align=\"middle\" \/><\/a><br \/>\n&nbsp;<br \/>\nWhen &#8220;Required&#8221; option is ticked, it means such question will be made mandatory in task.<br \/>\n&nbsp;<br \/>\n<em><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/tip.png\" alt=\"tip\" width=\"17\" height=\"17\" \/><span style=\"color: #808080\">Considering the use of Checkbox elements, these type of questions come up <b>unticked<\/b> by default<\/span><\/em><br \/>\n<span style=\"color: #999999\">____________________________________________________<\/span><br \/>\n&nbsp;<\/p>\n<div align=\"justify\">If you need to download your campaign reports you can do it from individual campaign page clicking on \u2018Results in CSV\u2019. When you export a campaign reports, we generate a spreadsheet with all its relevant information (please take a look on an improvised example below).<br \/>\n&nbsp;<br \/>\n<a title=\"Csv Results Link\" href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/results_in_csv_button.png\" target=\"blank\"><img decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/results_in_csv_button.png\" alt=\"campaign img\" width=\"400\" align=\"middle\" \/><\/a><br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\nExample of CSV with results (click to enlarge):<br \/>\n&nbsp;<br \/>\n<a title=\"Csv Extracted\" href=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/CSV1.png\" target=\"blank\"><img decoding=\"async\" src=\"https:\/\/www.microworkers.com\/blog\/wp-content\/uploads\/2015\/12\/CSV1.png\" alt=\"campaign img\" width=\"530\" align=\"middle\" \/><\/a><br \/>\n&nbsp;<\/p>\n<hr>\n<\/hr>\n<p><\/br><br \/>\nFor any help in managing your (TTV) demands please do not hesitate to <a href=\"https:\/\/microworkers.com\/support_new.php\" target=\"_blank\">send us a message<\/a> with your concerns. We always enjoy helping you out.<br \/>\n&nbsp;<br \/>\n&#8216;Till the next article stay tuned!<br \/>\n<br \/><\/br><br \/>\n<em><strong>You might also be interested in these TTV Tutorial Articles:<\/strong><\/em><br \/>\n&nbsp;<br \/>\n<a href=\"https:\/\/www.microworkers.com\/blog\/ttv-tutorial-web-data-collection-part-1-data-extraction\/\" target=\"blank\">TTV-Tutorial: Data Extraction<\/a><br \/>\n<a href=\"https:\/\/www.microworkers.com\/blog\/creating-template-with-images\/\" target=\"blank\">TTV-Tutorial: Template With Images<\/a><br \/>\n<a href=\"https:\/\/www.microworkers.com\/blog\/ttv-tutorial-transcribe-data-from-image\/\" target=\"blank\">TTV-Tutorial: Transcribe Data From an Image<\/a><br \/>\n<a href=\"https:\/\/www.microworkers.com\/blog\/ttv-tutorial-embedding-videos-in-template\/\" target=\"blank\">TTV Tutorial: Embedding Videos In Template<\/a>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>In our previous post about Web Data Collection (Part 1), we explained how to set up a Template for data extraction when we have a premade list of websites to pull out specific information from. In this post we\u2019re going to highlight (TTV) utilization for data mining, invoking our Workers to query the web for [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,12],"tags":[93,94,98,96,99,100,95,97],"class_list":["post-1305","post","type-post","status-publish","format-standard","hentry","category-features","category-tutorials","tag-collect","tag-data","tag-internet","tag-lookup","tag-mining","tag-query","tag-search","tag-web"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>TTV-Tutorial: Web Data Collection \u2013 Part 2 (Data Mining) - MicroWorkers<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.microworkers.com\/blog\/ttv-tutorial-web-data-collection-part-2-data-mining\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TTV-Tutorial: Web Data Collection \u2013 Part 2 (Data Mining) - MicroWorkers\" \/>\n<meta property=\"og:description\" content=\"In our previous post about Web Data Collection (Part 1), we explained how to set up a Template for data extraction when we have a premade list of websites to pull out specific information from. 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