{"id":21938,"date":"2024-10-26T07:57:44","date_gmt":"2024-10-26T02:27:44","guid":{"rendered":"http:\/\/www.sachdevajk.in\/?p=21938"},"modified":"2024-10-26T07:57:44","modified_gmt":"2024-10-26T02:27:44","slug":"biscuit-preferences-rating","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=21938","title":{"rendered":"BISCUIT PREFERENCES RATING"},"content":{"rendered":"<p><strong>Title: Biscuits Preferences Ratings<\/strong><\/p>\n<p><strong>Introduction:<\/strong><\/p>\n<p>Biscuits are delightful baked treats, perfect for snacking or as a complement to meals, especially with tea or coffee. Whether enjoyed plain or topped with butter, jam, or gravy, biscuits bring a comforting touch to any occasion. This report examines four popular options: <strong>Marie, Parle-G, Good-Day, Bourbon<\/strong> Each biscuit offers unique Flavors and influencing consumer preferences. By analysing these biscuits, we aim to uncover insights into current trends and consumer behaviours in the biscuits industry.<\/p>\n<p><strong>Author:<\/strong> <strong>Kritika Pradhan<\/strong> ,Roll Number-(021330024504), ITM Skills University.<\/p>\n<p><strong>Objective: <\/strong>To compare the four different types of biscuit preferences.<\/p>\n<p><strong>Data collection: <\/strong><\/p>\n<p>Individual participants provided ratings for <strong>Marie, Parle-G, Good-Day, Bourbon<\/strong> on a scale of 1 to 10. Each rating was collected independently to reflect personal preferences, ensuring an unbiased analysis of consumer tastes and trends across the biscuits.<\/p>\n<p><strong>Data analysis:<\/strong><\/p>\n<p>The ratings were then compiled to analyse consumer preferences using ANOVA: single factor, allowing for statistical evaluation of differences in biscuit preferences.<\/p>\n<p>\u00a0<\/p>\n<p><strong>The hypothesis for the test are:<\/strong><\/p>\n<ul>\n<li><strong>Null Hypothesis<\/strong> <strong>(H0):<\/strong> It states that all biscuit preferences are the same.<\/li>\n<li><strong>Alternative Hypothesis (H1):<\/strong> It indicate that at least one biscuit is rated significantly differently.<\/li>\n<\/ul>\n<table style=\"height: 719px\" width=\"567\">\n<tbody>\n<tr>\n<td width=\"319\">Anova: Single Factor<\/td>\n<td width=\"290\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<td width=\"64\">\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>SUMMARY<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>Groups<\/td>\n<td>Count<\/td>\n<td>Sum<\/td>\n<td>Average<\/td>\n<td>Variance<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>How would you rate Marie Gold on\u00a0 a scale of 1 to 10<\/td>\n<td>20<\/td>\n<td>146<\/td>\n<td>7.3<\/td>\n<td>4.326316<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>How would you rate Parle-G on\u00a0 a scale of 1 to 10<\/td>\n<td>20<\/td>\n<td>153<\/td>\n<td>7.65<\/td>\n<td>3.502632<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>How would you rate Good-Day\u00a0 on\u00a0 a scale of 1 to 10<\/td>\n<td>20<\/td>\n<td>159<\/td>\n<td>7.95<\/td>\n<td>4.260526<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>How would you rate Bourbon on a scale of 1 to 10<\/td>\n<td>20<\/td>\n<td>181<\/td>\n<td>9.05<\/td>\n<td>1.207895<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>ANOVA<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>Source of Variation<\/td>\n<td>SS<\/td>\n<td>df<\/td>\n<td>MS<\/td>\n<td>F<\/td>\n<td>P-value<\/td>\n<td>F crit<\/td>\n<\/tr>\n<tr>\n<td>Between Groups<\/td>\n<td>34.3375<\/td>\n<td>3<\/td>\n<td>11.44583<\/td>\n<td>3.443037<\/td>\n<td>0.020838<\/td>\n<td>2.724944<\/td>\n<\/tr>\n<tr>\n<td>Within Groups<\/td>\n<td>252.65<\/td>\n<td>76<\/td>\n<td>3.324342<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>286.9875<\/td>\n<td>79<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n<p>Since the <strong>P-value<\/strong> is <strong>0.0208<\/strong> is less than the significance level of <strong>0.05<\/strong>, we accept the Alternative Hypothesis.<\/p>\n<p><strong>Conclusion:<\/strong><\/p>\n<p>The ANOVA: single factor analysis yielded a P-value less than 0.05, leading to rejecting the Null Hypothesis. This confirms that at least Biscuit- <strong>Marie, Parle-G, Good-Day, Bourbon<\/strong> has a significantly different preference one beverage level among respondents.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Individual participants provided ratings for Marie, Parle-G, Good-Day, Bourbon on a scale of 1 to 10. Each rating was collected independently to reflect personal preferences, ensuring an unbiased analysis of consumer tastes and trends across the biscuits.The ratings were then compiled to analyse consumer preferences using ANOVA: single factor, allowing for statistical evaluation of differences in biscuit preferences.<\/p>\n","protected":false},"author":139458,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38],"tags":[73],"class_list":["post-21938","post","type-post","status-publish","format-standard","hentry","category-finance","tag-anova","entry"],"_links":{"self":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21938","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/users\/139458"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=21938"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21938\/revisions"}],"predecessor-version":[{"id":21939,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/21938\/revisions\/21939"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21938"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21938"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21938"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}