{"id":22148,"date":"2024-11-06T07:43:44","date_gmt":"2024-11-06T02:13:44","guid":{"rendered":"http:\/\/www.sachdevajk.in\/?p=22148"},"modified":"2024-11-06T07:43:44","modified_gmt":"2024-11-06T02:13:44","slug":"cluster-analysis-of-productcrocs","status":"publish","type":"post","link":"http:\/\/www.sachdevajk.in\/?p=22148","title":{"rendered":"Cluster Analysis of Product(Crocs)"},"content":{"rendered":"<p><strong><u>Title<\/u><\/strong>: Cluster Analysis of Product(Crocs)<\/p>\n<p><strong><u>Authors<\/u><\/strong>: Aakansha Yadav (021330024004)<\/p>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Sriza Biswas(021330024403)<\/p>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Rishi Nagda(021330024277)<\/p>\n<p><strong><u>Introduction<\/u><\/strong>: Crocs, a globally recognized brand, is best known for its unique and comfortable footwear made from a proprietary foam material called Croslite\u2122. Originally launched in 2002, Crocs quickly became popular for their lightweight, slip-resistant clogs that provide ample comfort and support. Crocs are praised for their durability, ease of maintenance, and versatility, making them a favorite choice for everyday wear. With a focus on comfort, style, and innovation, Crocs has become a staple in casual and professional settings, appealing to all age groups.<\/p>\n<p>The 10 Characterstics of Crocs are :<\/p>\n<ol>\n<li>Comfort<\/li>\n<li>Lightweight<\/li>\n<li>Water-resistant<\/li>\n<li>Slip-resistant<\/li>\n<li>Ventilation<\/li>\n<li>Cleanability<\/li>\n<li>Durability<\/li>\n<li>Stylish<\/li>\n<li>Fit<\/li>\n<li>Odor-resistant<\/li>\n<\/ol>\n<p><strong><u>Objective<\/u><\/strong>:\u00a0Cluster analysis through K means<\/p>\n<p><strong><u>Data Collection<\/u><\/strong>: The survey was conducted using Google Forms to evaluate perceptions of Crocs based on ten essential characteristics: Comfort, Lightweight, Water-resistance, Slip-resistance, Ventilation, Cleanability, Durability, Style, Fit, and Odor-resistance. A total of 50 respondents, consisting of friends and relatives, participated in the survey. Each question targeted one of these specific characteristics, as outlined below:<\/p>\n<ol>\n<li><u>Comfort<\/u>: &#8220;How comfortable do you find Crocs for extended wear?&#8221;<\/li>\n<li><u>Lightweight<\/u>: &#8220;Do you agree that Crocs are lightweight and easy to walk in?&#8221;<\/li>\n<li><u>Water-resistance<\/u>: &#8220;Do you find Crocs effective for use in wet environments?&#8221;<\/li>\n<li><u>Slip-resistance<\/u>: &#8220;How well do Crocs provide slip-resistance on wet or slippery surfaces?&#8221;<\/li>\n<li><u>Ventilation<\/u>: &#8220;Do you agree that the ventilation in Crocs helps keep your feet cool and dry?&#8221;<\/li>\n<li><u>Cleanability<\/u>: &#8220;How easy do you find it to clean and maintain Crocs compared to other shoes?&#8221;<\/li>\n<li><u>Durability<\/u>: &#8220;Do Crocs last longer than other footwear you own?&#8221;<\/li>\n<li><u>Stylish<\/u>: &#8220;Do you think Crocs are stylish and fashionable?&#8221;<\/li>\n<li><u>Fit<\/u>: &#8220;How effective is the heel strap in providing a secure fit when wearing Crocs?&#8221;<\/li>\n<li><u>Odor-resistance<\/u>: &#8220;Do you find Crocs to be odor-resistant even after long periods of use?&#8221;<\/li>\n<\/ol>\n<p>Participants rated their responses on a Likert scale with the following values:<\/p>\n<p>&#8211; Strongly Agree \u2013 5\u00a0<\/p>\n<p>&#8211; Agree \u2013 4\u00a0<\/p>\n<p>&#8211; Neutral \u2013 3\u00a0<\/p>\n<p>&#8211; Disagree \u2013 2\u00a0<\/p>\n<p>&#8211; Strongly Disagree \u2013 1\u00a0<\/p>\n<p>This approach enabled us to gather detailed feedback on each characteristic, providing comprehensive insights into the overall perception and satisfaction with Crocs among the respondents.<\/p>\n<p><strong><u>Data Analysis:<\/u><\/strong><\/p>\n<ol>\n<li><strong>Cluster Membership<\/strong><\/li>\n<\/ol>\n<table width=\"266\">\n<tbody>\n<tr>\n<td colspan=\"3\" width=\"266\">\n<p><strong>Cluster Membership<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>Case Number<\/p>\n<\/td>\n<td width=\"79\">\n<p>Cluster<\/p>\n<\/td>\n<td width=\"79\">\n<p>Distance<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.918<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.153<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>3<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.676<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>4<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.142<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>5<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.338<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>6<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.022<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>7<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.677<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>8<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.525<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>9<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.797<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>10<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.884<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>11<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.509<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>12<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.797<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>13<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.916<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>14<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.803<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>15<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.114<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>16<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.741<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>17<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.058<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>18<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.496<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>19<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.206<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>20<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.556<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>21<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>.840<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>22<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.156<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>23<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.730<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>24<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.778<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>25<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.822<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>26<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.869<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>27<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.616<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>28<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.910<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>29<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.014<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>30<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.409<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>31<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.255<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>32<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.348<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>33<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.066<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>34<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.670<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>35<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.180<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>36<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.525<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>37<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.645<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>38<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.601<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>39<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.550<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>40<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.363<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>41<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.586<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>42<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>.840<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>43<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.409<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>44<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.752<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>45<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.983<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>46<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.872<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>47<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.709<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>48<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.669<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>49<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.601<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>50<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.730<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>51<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.483<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"107\">\n<p>52<\/p>\n<\/td>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>5.140<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n<p>2.<strong>Final Cluster Centers<\/strong><\/p>\n<table width=\"273\">\n<tbody>\n<tr>\n<td colspan=\"3\" width=\"273\">\n<p><strong>Final Cluster Centers<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td rowspan=\"2\" width=\"114\">\n<p>\u00a0<\/p>\n<\/td>\n<td colspan=\"2\" width=\"159\">\n<p>Cluster<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"79\">\n<p>1<\/p>\n<\/td>\n<td width=\"79\">\n<p>2<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Comfort<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.86<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.30<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Lightweight<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.17<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.20<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Water-resistant<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.02<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.30<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Slip-resistant<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.52<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.70<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Ventilation<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.02<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.70<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Cleanability<\/p>\n<\/td>\n<td width=\"79\">\n<p>4.14<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.50<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Durability<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.93<\/p>\n<\/td>\n<td width=\"79\">\n<p>2.00<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Stylish<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.71<\/p>\n<\/td>\n<td width=\"79\">\n<p>1.90<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Fit<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.52<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.00<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"114\">\n<p>Odor-resistant<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.69<\/p>\n<\/td>\n<td width=\"79\">\n<p>3.10<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n<p>3.One way ANOVA<\/p>\n<table width=\"627\">\n<tbody>\n<tr>\n<td colspan=\"7\" width=\"627\">\n<p><strong>ANOVA<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td rowspan=\"2\" width=\"113\">\n<p>\u00a0<\/p>\n<\/td>\n<td colspan=\"2\" width=\"179\">\n<p>Cluster<\/p>\n<\/td>\n<td colspan=\"2\" width=\"179\">\n<p>Error<\/p>\n<\/td>\n<td rowspan=\"2\" width=\"78\">\n<p>F<\/p>\n<\/td>\n<td rowspan=\"2\" width=\"78\">\n<p>Sig.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"100\">\n<p>Mean Square<\/p>\n<\/td>\n<td width=\"78\">\n<p>df<\/p>\n<\/td>\n<td width=\"100\">\n<p>Mean Square<\/p>\n<\/td>\n<td width=\"78\">\n<p>df<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Comfort<\/p>\n<\/td>\n<td width=\"100\">\n<p>19.584<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>.825<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>23.742<\/p>\n<\/td>\n<td width=\"78\">\n<p>&lt;.001<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Lightweight<\/p>\n<\/td>\n<td width=\"100\">\n<p>31.240<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>.549<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>56.938<\/p>\n<\/td>\n<td width=\"78\">\n<p>&lt;.001<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Water-resistant<\/p>\n<\/td>\n<td width=\"100\">\n<p>24.001<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>.982<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>24.453<\/p>\n<\/td>\n<td width=\"78\">\n<p>&lt;.001<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Slip-resistant<\/p>\n<\/td>\n<td width=\"100\">\n<p>5.482<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>.972<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>5.642<\/p>\n<\/td>\n<td width=\"78\">\n<p>.021<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Ventilation<\/p>\n<\/td>\n<td width=\"100\">\n<p>14.155<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>.782<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>18.112<\/p>\n<\/td>\n<td width=\"78\">\n<p>&lt;.001<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Cleanability<\/p>\n<\/td>\n<td width=\"100\">\n<p>21.799<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>.673<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>32.398<\/p>\n<\/td>\n<td width=\"78\">\n<p>&lt;.001<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Durability<\/p>\n<\/td>\n<td width=\"100\">\n<p>30.041<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>.736<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>40.833<\/p>\n<\/td>\n<td width=\"78\">\n<p>&lt;.001<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Stylish<\/p>\n<\/td>\n<td width=\"100\">\n<p>26.586<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>1.069<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>24.860<\/p>\n<\/td>\n<td width=\"78\">\n<p>&lt;.001<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Fit<\/p>\n<\/td>\n<td width=\"100\">\n<p>2.216<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>1.330<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>1.667<\/p>\n<\/td>\n<td width=\"78\">\n<p>.203<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"113\">\n<p>Odor-resistant<\/p>\n<\/td>\n<td width=\"100\">\n<p>2.816<\/p>\n<\/td>\n<td width=\"78\">\n<p>1<\/p>\n<\/td>\n<td width=\"100\">\n<p>1.158<\/p>\n<\/td>\n<td width=\"78\">\n<p>50<\/p>\n<\/td>\n<td width=\"78\">\n<p>2.433<\/p>\n<\/td>\n<td width=\"78\">\n<p>.125<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"7\" width=\"627\">\n<p>\u00a0<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n<p><strong>Cluster Analysis<\/strong><br \/>The analysis divides respondents into two distinct clusters based on their perceptions of Crocs&#8217; characteristics. Cluster 1 members generally have positive views on Crocs\u2019 features, rating them higher on attributes such as Comfort (3.86), Lightweight (4.17), and Water-resistance (4.02). In contrast, Cluster 2 exhibits a more critical stance, with lower ratings across the same attributes. This division reflects two primary consumer segments: those who highly appreciate Crocs&#8217; functional and comfortable design, and those who may perceive them as lacking in style or durability.<\/p>\n<p><strong>ANOVA Results<\/strong><br \/>The ANOVA findings indicate statistically significant differences between clusters across most attributes, with p-values less than 0.05 in categories like Comfort, Lightweight, Water-resistant, and Cleanability. This suggests that these attributes meaningfully differentiate the two consumer groups. Fit and Odor-resistance, however, do not show significant variance between clusters (p-values &gt; 0.05), implying that these aspects are viewed similarly across both groups, regardless of their overall opinion on Crocs.<\/p>\n<p><strong><u>Conclusion<\/u><\/strong>:<\/p>\n<p>he analysis identifies three major preference factors among Crocs consumers:<\/p>\n<ol>\n<li><strong>Wearability<\/strong> \u2013 High scores for Comfort and Lightweight highlight the priority customers place on easy, comfortable wear.<\/li>\n<li><strong>Resilience<\/strong> \u2013 Attributes like Durability and Water-resistance resonate with users seeking long-lasting and versatile footwear for diverse conditions.<\/li>\n<li><strong>Secure Freshness<\/strong> \u2013 Positive feedback on Fit and Odor-resistance underlines the value consumers place on a secure, odor-free experience, especially for long-term use.<\/li>\n<\/ol>\n<p>These insights provide a foundation for product positioning and potential enhancement areas, aligning well with consumer expectations.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Title: Cluster Analysis of Product(Crocs) Authors: Aakansha Yadav (021330024004) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Sriza Biswas(021330024403) \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Rishi Nagda(021330024277) Introduction: Crocs, a globally recognized brand, is best known for its unique and comfortable footwear made from a proprietary foam material called Croslite\u2122. Originally launched in 2002, Crocs quickly became popular for their lightweight, slip-resistant clogs that provide ample comfort&hellip; <a class=\"more-link\" href=\"http:\/\/www.sachdevajk.in\/?p=22148\">Continue reading <span class=\"screen-reader-text\">Cluster Analysis of Product(Crocs)<\/span><\/a><\/p>\n","protected":false},"author":139642,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-22148","post","type-post","status-publish","format-standard","hentry","category-management","entry"],"_links":{"self":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22148","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\/139642"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22148"}],"version-history":[{"count":1,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22148\/revisions"}],"predecessor-version":[{"id":22149,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=\/wp\/v2\/posts\/22148\/revisions\/22149"}],"wp:attachment":[{"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22148"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22148"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sachdevajk.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22148"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}