

{"id":38700,"date":"2018-11-20T09:49:13","date_gmt":"2018-11-20T04:19:13","guid":{"rendered":"https:\/\/data-flair.training\/blogs\/?p=38700"},"modified":"2021-12-07T11:20:00","modified_gmt":"2021-12-07T05:50:00","slug":"chi-square-test-in-qlikview","status":"publish","type":"post","link":"https:\/\/data-flair.training\/blogs\/chi-square-test-in-qlikview\/","title":{"rendered":"Chi Square Test in QlikView | QlikView Statistics Chart Wizard"},"content":{"rendered":"<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">In this tutorial, we are going to learn about one of three QlikView statistical tests; Chi-square or Chi<\/span><\/span><sup><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">2<\/span><\/span><\/sup><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"> test. Chi Square test in QlikView comes under the Statistical Chart Wizard. We will learn about this test and how to perform it in your data set in QlikView.<\/span><\/span><\/p>\n<p align=\"justify\">So, let&#8217;s start\u00a0<span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Chi Square test in QlikView.<\/span><\/span><\/p>\n<h3 align=\"justify\">Chi Square Test in QlikView<\/h3>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">The chi-square test in QlikView uses to compare and examine whether the observe and expect\u00a0frequencies of data are different from each other or not. The formula to calculate the chi value is,<\/span><\/span><\/p>\n<p align=\"center\"><span style=\"font-family: Times New Roman, serif\"><span style=\"font-size: large\">\uab55<\/span><\/span><sup><span style=\"font-family: Georgia, serif\"><span style=\"font-size: large\">2 <\/span><\/span><\/sup><span style=\"font-family: Georgia, serif\"><span style=\"font-size: large\">= \u03a3 (Observed &#8211; Expected)<\/span><\/span><sup><span style=\"font-family: Georgia, serif\"><span style=\"font-size: large\">2<\/span><\/span><\/sup><span style=\"font-family: Georgia, serif\"><span style=\"font-size: large\"> \/ Expected<\/span><\/span><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Where \uab55<\/span><\/span><sup><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">2<\/span><\/span><\/sup><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"> is the chi value (square).<\/span><\/span><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">\u03a3 is the summation of the expression in front of it.<\/span><\/span><\/p>\n<p align=\"justify\">\u2018<span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Observed\u2019 is the observed value i.e. data fetch.<\/span><\/span><\/p>\n<p align=\"justify\">\u2018<span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Expected\u2019 is the value we expect.<\/span><\/span><\/p>\n<p align=\"justify\"><strong><a href=\"https:\/\/data-flair.training\/blogs\/qlikview-data-structure\/\">Do you know What is QlikView Data Structure (Tables &amp; Fields)?<\/a><\/strong><\/p>\n<h3 align=\"justify\">QlikView Chi-Square Test Using Statistics Chart Wizard<\/h3>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Now, we will learn how to perform a Chi square test in QlikView using the Statistics chart wizard. The option for statistics chart wizard is given in the <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><b>Tools <\/b><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">menu.<\/span><\/span><\/p>\n<div id=\"attachment_38785\" style=\"width: 256px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/SCW.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-38785\" class=\"size-full wp-image-38785\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/SCW.png\" alt=\"Chi Square Test in QlikView | QlikView Statistics Chart Wizard\" width=\"246\" height=\"268\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/SCW.png 246w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/SCW-138x150.png 138w\" sizes=\"auto, (max-width: 246px) 100vw, 246px\" \/><\/a><p id=\"caption-attachment-38785\" class=\"wp-caption-text\">How to Use QlikView Chi Square Test<\/p><\/div>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Now, let us first understand the data we have here. We have survey records of two outlets of an Italian restaurant located in different cities. The survey\/feedback taken from the customers at these two differently located outlets is about whether they would like to visit the restaurant again or not.<\/span><\/span><\/p>\n<div id=\"attachment_42844\" style=\"width: 302px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi2-1.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-42844\" class=\"size-full wp-image-42844\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi2-1.jpg\" alt=\"QlikView Chi-Square\" width=\"292\" height=\"104\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi2-1.jpg 292w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi2-1-150x53.jpg 150w\" sizes=\"auto, (max-width: 292px) 100vw, 292px\" \/><\/a><p id=\"caption-attachment-42844\" class=\"wp-caption-text\">Chi Square Test in QlikView &#8211; Data<\/p><\/div>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">The data when represented in a tabular form, looks like this in the image above. It specifies the number of Yeses and Nos each restaurant got. <\/span><\/span><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">What we want to know from doing this test is that whether both the restaurants have equal reputation and likability so that people would want to come back again or the reputation of both is different i.e. one is more popular than the other. <\/span><\/span><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">In order to apply the test on this data, we will open the <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><b>Statistics Chart Wizard<\/b><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"> and select the <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><b>Chi2-Test<\/b><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"> option. Click <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><b>Next<\/b><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"> to continue. <\/span><\/span><\/p>\n<div id=\"attachment_38782\" style=\"width: 752px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi3.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-38782\" class=\"size-full wp-image-38782\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi3.png\" alt=\"Chi Square Test in QlikView | QlikView Statistics Chart Wizard\" width=\"742\" height=\"549\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi3.png 742w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi3-150x111.png 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi3-300x222.png 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi3-520x385.png 520w\" sizes=\"auto, (max-width: 742px) 100vw, 742px\" \/><\/a><p id=\"caption-attachment-38782\" class=\"wp-caption-text\">QlikView Statistics Chart Wizard &#8211;\u00a0Chi Square Test<\/p><\/div>\n<p><strong><a href=\"https:\/\/data-flair.training\/blogs\/qlikview-time-chart-wizard\/\">Follow this link to know about QlikView Time Chart\u00a0<\/a><\/strong><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">In the next step, you are asked to enter <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><b>Column<\/b><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"> name, <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><b>Row<\/b><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"> and <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><b>Value <\/b><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">you want to take in as test parameters. Click Finish once you make selections according to your requirements. <\/span><\/span><\/p>\n<div id=\"attachment_38783\" style=\"width: 752px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi4.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-38783\" class=\"size-full wp-image-38783\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi4.png\" alt=\"Chi Square Test in QlikView | QlikView Statistics Chart Wizard\" width=\"742\" height=\"549\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi4.png 742w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi4-150x111.png 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi4-300x222.png 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/chi4-520x385.png 520w\" sizes=\"auto, (max-width: 742px) 100vw, 742px\" \/><\/a><p id=\"caption-attachment-38783\" class=\"wp-caption-text\">QlikView Statistics Chart Wizard &#8211;\u00a0Chi Square Test<\/p><\/div>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">In the table given below is the description of each option given in this step. <\/span><\/span><\/p>\n<table dir=\"ltr\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\">\n<colgroup>\n<col width=\"202\" \/>\n<col width=\"394\" \/><\/colgroup>\n<tbody>\n<tr>\n<td><strong>Column<\/strong><\/td>\n<td>For specifying the column headers or fields to be used in the test.<\/td>\n<\/tr>\n<tr>\n<td><strong>Row<\/strong><\/td>\n<td>For specifying the row names or headers to be used in the test.<\/td>\n<\/tr>\n<tr>\n<td><strong>Value<\/strong><\/td>\n<td>For specifying a field or expression which returns a test value.<\/td>\n<\/tr>\n<tr>\n<td><strong>Expected Value<\/strong><\/td>\n<td>For specifying an expected value that you want to conduct the test against. You can specify the expected value\u2019s field or expression in the edit box provided.<\/td>\n<\/tr>\n<tr>\n<td><strong>P(Show p-value\/ significance)<\/strong><\/td>\n<td>Check this box if you wish to include the p-value or significance value in the resultant chart.<\/td>\n<\/tr>\n<tr>\n<td><strong>Df(Show degrees of Freedom)<\/strong><\/td>\n<td>Check this box if you wish to include the df value or degrees of freedom value in the resultant chart.<\/td>\n<\/tr>\n<tr>\n<td><strong>Chi2 (Show Chi2 value)<\/strong><\/td>\n<td>Check this box if you wish to include the chi2 value which is the test value in the resultant chart.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Before we proceed with viewing the chi2 test resultant table and interpret results from it. There is an important thing to do. This test is a statistical hypothesis test, so we need to make two hypotheses for this scenario.<\/span><\/span><\/p>\n<ul>\n<li>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">The <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><i>first hypothesis<\/i><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"> is that the two observations i.e. the feedback values for restaurant 1 and 2 are similar. Such hypotheses which assumes that no change\/difference exists between the two data groups is also called <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><i>a Null hypothesis<\/i><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">. In our example, this hypothesis holds that two restaurants have a similar reputation. <\/span><\/span><\/p>\n<\/li>\n<li>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">The <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><i>second hypothesis<\/i><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"> is that the two sets of observations are significantly different from each other. It is also called the <\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\"><i>Alternative hypothesis<\/i><\/span><\/span><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">. In our example, this hypothesis holds that there is a difference between the reputation and likability of the two restaurants.<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p><strong><a href=\"https:\/\/data-flair.training\/blogs\/qlikview-automation-macro\/\">Do you know How to Create QlikView Macro?<\/a><\/strong><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Next, we select a Confidence level in percentage to state or mark the extent to which we are expecting an outcome. <\/span><\/span><\/p>\n<ul>\n<li>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Confidence level-95% is chosen for the first hypothesis i.e. we are 95% sure that there is no difference in the reputation of the two restaurants (null hypothesis). <\/span><\/span><\/p>\n<\/li>\n<li>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">And, the remaining 5% is for the second hypothesis which says that they do differ.<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Now, let us look at the resultant table from the test. <\/span><\/span><\/p>\n<div id=\"attachment_42845\" style=\"width: 701px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi6-1.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-42845\" class=\"size-full wp-image-42845\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi6-1.jpg\" alt=\"Chi Square Test in QlikView | QlikView Statistics Chart Wizard\" width=\"691\" height=\"101\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi6-1.jpg 691w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi6-1-150x22.jpg 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi6-1-300x44.jpg 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/11\/chi6-1-520x76.jpg 520w\" sizes=\"auto, (max-width: 691px) 100vw, 691px\" \/><\/a><p id=\"caption-attachment-42845\" class=\"wp-caption-text\">Chi Square Test in QlikView &#8211; Result<\/p><\/div>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">In this table, we got three results i.e. a \u2018p\u2019 value (probability), a \u2018TEST_df\u2019 value (degree of freedom) and a \u2018chi2\u2019 value. We will focus on the p-value for the result. If p-value falls between 0.06 to 0.95 then we must not reject the null hypothesis. Note that it does not indicate that the null hypothesis is entirely correct, rather it shows that the outcome stated in the null hypothesis is possible. <\/span><\/span><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">If the p-value falls between 0.00 to 0.05 then the second or alternative hypothesis consider\u00a0correcting, rejecting the null hypothesis. <\/span><\/span><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">In the table given above with test results, the p-value is very small (it is not 0.00 but too small to display in a normal numeric format). This value of p is, however, greater than 0.00 and so it makes the second hypothesis true that restaurant 1 and restaurant 2 have different likability.<\/span><\/span><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">The result can also interpret using the chi value. For that, a reference table needs from which if we know the degree of freedom (df) and the confidence level, we can interpret the outcome of the test. <\/span><\/span><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">So, this was all about Chi Square\u00a0Test in\u00a0QlikView. Hope you like our explanation.\u00a0<\/span><\/span><\/p>\n<h3 align=\"justify\">Conclusion<\/h3>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">So, this was all about QlikView chi square\u00a0test in statistical chart wizard. We saw how to conduct the test by stating two important and hypothesis and interpreting the test results to conclude with which hypothesis about the data you observed is true. <\/span><\/span><\/p>\n<p align=\"justify\"><span style=\"font-family: Arial, serif\"><span style=\"font-size: medium\">Furthermore, If you have any queries regarding Chi Square in QlikView, please drop them in the comment box below. We shall answer them to the best of our capabilities.<\/span><\/span><\/p>\n<p align=\"justify\">Related Topic &#8211;<strong><a href=\"https:\/\/data-flair.training\/blogs\/qlikview-synthetic-keys\/\"> QlikView Synthetic Keys<\/a><\/strong><\/p>\n<p align=\"justify\"><strong><a href=\"https:\/\/en.wikipedia.org\/wiki\/Chi-squared_test\">Reference<\/a><\/strong><\/p>\n<p><span hidden class=\"__iawmlf-post-loop-links\" data-iawmlf-links=\"[{&quot;id&quot;:1727,&quot;href&quot;:&quot;https:\\\/\\\/en.wikipedia.org\\\/wiki\\\/Chi-squared_test&quot;,&quot;archived_href&quot;:&quot;http:\\\/\\\/web-wp.archive.org\\\/web\\\/20251004083057\\\/https:\\\/\\\/en.wikipedia.org\\\/wiki\\\/Chi-squared_test&quot;,&quot;redirect_href&quot;:&quot;&quot;,&quot;checks&quot;:[{&quot;date&quot;:&quot;2025-12-09 21:01:22&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-01-13 03:41:44&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-01-29 11:43:07&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-06-07 12:25:28&quot;,&quot;http_code&quot;:404},{&quot;date&quot;:&quot;2026-06-30 02:59:01&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-07-05 14:52:04&quot;,&quot;http_code&quot;:200}],&quot;broken&quot;:false,&quot;last_checked&quot;:{&quot;date&quot;:&quot;2026-07-05 14:52:04&quot;,&quot;http_code&quot;:200},&quot;process&quot;:&quot;done&quot;}]\"><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this tutorial, we are going to learn about one of three QlikView statistical tests; Chi-square or Chi2 test. Chi Square test in QlikView comes under the Statistical Chart Wizard. We will learn about&#46;&#46;&#46;<\/p>\n","protected":false},"author":6,"featured_media":38805,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[17319,17321,17325,17322,17320,17323,17324],"class_list":["post-38700","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-qlikview","tag-chi-square-test-in-qlikview","tag-chi-squared-test","tag-chi2-test","tag-how-to-use-chi-square-test-in-qlikview","tag-qlikview-chi-square","tag-qlikview-statistical-chart-wizard","tag-statistical-chart-wizard-in-qlikview"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Chi Square Test in QlikView | QlikView Statistics Chart Wizard - DataFlair<\/title>\n<meta name=\"description\" content=\"What is Chi Square Test in QlikView - How to Use QlikView Chi Squared test in Qlikview, QlikView Statistics Chart WIzard, Chi2 test in QlikView\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/data-flair.training\/blogs\/chi-square-test-in-qlikview\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Chi Square Test in QlikView | QlikView Statistics Chart Wizard - 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