{"id":17131,"date":"2024-03-22T15:17:17","date_gmt":"2024-03-22T15:17:17","guid":{"rendered":"https:\/\/www.writemyessays.app\/blog\/questions\/conduct-classification-to-answer-the-first-question-and-regression-to-answer-the-second\/"},"modified":"2024-03-22T15:17:17","modified_gmt":"2024-03-22T15:17:17","slug":"conduct-classification-to-answer-the-first-question-and-regression-to-answer-the-second","status":"publish","type":"questions","link":"https:\/\/www.writemyessays.app\/blog\/questions\/conduct-classification-to-answer-the-first-question-and-regression-to-answer-the-second\/","title":{"rendered":"conduct Classification to answer the first question and Regression to answer the second."},"content":{"rendered":"<p style=\"margin: 12px 0px; cursor: auto; color: inherit;\">This is a Women\u2019s Clothing E-Commerce dataset revolving around the reviews written by customers. Its nine supportive features offer a great environment to parse out the text through its multiple dimensions. Because this is real commercial data, it has been anonymized, and references to the company in the review text and body have been replaced with \u201cretailer\u201d.<\/p>\n<p style=\"margin: 12px 0px; cursor: auto; color: inherit;\">This dataset includes 23486 rows and 10 feature variables. Each row corresponds to a customer review, and includes the variables:<\/p>\n<ul style=\"margin-right: 0px; margin-bottom: 6px; margin-left: 25px; cursor: auto; color: inherit;\">\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Clothing ID:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>Integer Categorical variable that refers to the specific piece being reviewed.<\/li>\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Age:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>Positive Integer variable of the reviewers age.<\/li>\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Title:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>String variable for the title of the review.<\/li>\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Review Text:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>String variable for the review body.<\/li>\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Rating:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>Positive Ordinal Integer variable for the product score granted by the customer from 1 Worst, to 5 Best.<\/li>\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Recommended IND:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>Binary variable stating where the customer recommends the product where 1 is recommended, 0 is not recommended.<\/li>\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Positive Feedback Count:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>Positive Integer documenting the number of other customers who found this review positive.<\/li>\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Division Name:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>Categorical name of the product high level division.<\/li>\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Department Name:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>Categorical name of the product department name.<\/li>\n<li style=\"cursor: auto; color: inherit;\"><strong style=\"font-weight: bold; cursor: auto; color: inherit;\">Class Name:<\/strong><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>Categorical name of the product class name<\/li>\n<\/ul>\n<p style=\"margin: 12px 0px; cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\"><a style=\"cursor: auto;\" data-api-returntype=\"File\" data-api-endpoint=\"https:\/\/usfca.instructure.com\/api\/v1\/courses\/1620646\/files\/71909377\">Womens Clothing E-Commerce Reviews.csv.zip<\/a><a style=\"cursor: auto;\"><span style=\"cursor: auto; color: inherit;\"><\/span><span style=\"margin: -1px; cursor: auto; color: inherit;\">Download Womens Clothing E-Commerce Reviews.csv.zip<\/span><\/a><\/span><\/p>\n<p style=\"margin: 12px 0px; cursor: auto; color: inherit;\">Does Age, Rating, Department Name, Class Name have connection to the Recommended IND column? Do they have a connection with the Positive Feedback Count column?<\/p>\n<p style=\"margin: 12px 0px; cursor: auto; color: inherit;\">You will have to conduct Classification to answer the first question and Regression to answer the second.<\/p>\n<div style=\"cursor: auto; color: inherit;\">\n<div style=\"cursor: auto; color: inherit;\">\n<div style=\"cursor: auto; color: inherit;\">\n<div style=\"cursor: auto; color: inherit;\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This is a Women\u2019s Clothing E-Commerce dataset revolving around the reviews written by customers. Its nine supportive features offer a great environment to parse out the text through its multiple dimensions. Because this is real commercial data, it has been anonymized, and references to the company in the review text and body have been replaced [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[187],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/17131"}],"collection":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/comments?post=17131"}],"version-history":[{"count":0,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/17131\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/media?parent=17131"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/disciplines?post=17131"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/paper_types?post=17131"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/tagged?post=17131"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}