{"id":36415,"date":"2023-09-25T08:54:27","date_gmt":"2023-09-25T15:54:27","guid":{"rendered":"https:\/\/coderpad.io\/?p=36415"},"modified":"2023-09-25T08:54:30","modified_gmt":"2023-09-25T15:54:30","slug":"code-challenge-hotel-booking-demand","status":"publish","type":"post","link":"https:\/\/coderpad.io\/blog\/coding-challenges\/code-challenge-hotel-booking-demand\/","title":{"rendered":"Code Challenge: Hotel Booking Demand"},"content":{"rendered":"\n<p>Python is a popular language used by data scientists to carry out data science tasks such as the analysis and reporting of data including data visualizations. At CoderPad, we are excited to announce the integration of Jupyter notebooks to elevate data science interviews that replicate everyday work.<\/p>\n\n\n\n<p>For this code challenge, you have been provided with the <strong><a href=\"https:\/\/www.kaggle.com\/datasets\/jessemostipak\/hotel-booking-demand\" target=\"_blank\" rel=\"noreferrer noopener\">Hotel Booking Demand<\/a><\/strong> dataset which provides valuable insights into customer booking behavior, preferences and trends in the hospitality industry. This two part challenge aims to test your understanding of how you can interact with data and explore it to unveil important hidden information as well as craft visualizations that spotlight various aspects of the dataset.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Part one: Interacting with the dataset<\/h2>\n\n\n<div\n\tclass=\"sandbox-embed responsive-embed  sandbox-embed--full-width\"\n\tstyle=\"padding-top: 125%\"\ndata-block-name=\"coderpad-sandbox-embed\">\n\t<iframe src=\"https:\/\/embed.coderpad.io\/sandbox?question_id=257435&#038;use_question_button\" width=\"640\" height=\"800\" loading=\"lazy\" aria-label=\"Try out the CoderPad sandbox\"><\/iframe>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Code challenge solution<\/h3>\n\n\n\n<p>Verify your solution with the official solution in this&nbsp;<a href=\"https:\/\/embed.coderpad.io\/sandbox?question_id=257438&amp;use_question_button\">sandbox<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Part two: Crafting visualizations<\/h2>\n\n\n<div\n\tclass=\"sandbox-embed responsive-embed  sandbox-embed--full-width\"\n\tstyle=\"padding-top: 85%\"\ndata-block-name=\"coderpad-sandbox-embed\">\n\t<iframe src=\"https:\/\/embed.coderpad.io\/sandbox?question_id=257427&#038;use_question_button\" width=\"640\" height=\"544\" loading=\"lazy\" aria-label=\"Try out the CoderPad sandbox\"><\/iframe>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Code challenge solution<\/h3>\n\n\n\n<p>Verify your solution with the official solution in this&nbsp;<a href=\"https:\/\/embed.coderpad.io\/sandbox?question_id=257433&amp;use_question_button\">sandbox<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">More resources<\/h2>\n\n\n\n<p>We have made available these extra resources to improve your Python coding skills:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/coderpad.io\/interview-questions\/python-interview-questions\/\">25+ interview questions for Python<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"markdown-want-to-conduct-interviews-on-this-platform\">Want to conduct interviews on this platform?<\/h2>\n\n\n\n<p>Check out CoderPad : pick any interview question or create your own, then invite your candidate to a shared live-coding session on an IDE like this one. You even get 2 free interviews per month forever using&nbsp;<a href=\"https:\/\/app.coderpad.io\/register?source=Tiny+Interviews\">this registration link<\/a>!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This two part challenge aims to test your understanding of how you can interact with data and explore it to unveil important hidden information as well as craft visualizations that spotlight various aspects of the dataset.<\/p>\n","protected":false},"author":1,"featured_media":36420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[22],"tags":[],"persona":[29],"blog-programming-language":[37],"keyword-cluster":[69,70],"class_list":["post-36415","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-coding-challenges"],"acf":[],"_links":{"self":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/posts\/36415","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/comments?post=36415"}],"version-history":[{"count":8,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/posts\/36415\/revisions"}],"predecessor-version":[{"id":36677,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/posts\/36415\/revisions\/36677"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/media\/36420"}],"wp:attachment":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/media?parent=36415"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/categories?post=36415"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/tags?post=36415"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/persona?post=36415"},{"taxonomy":"blog-programming-language","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/blog-programming-language?post=36415"},{"taxonomy":"keyword-cluster","embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/keyword-cluster?post=36415"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}