{"id":3464,"date":"2022-03-28T10:48:14","date_gmt":"2022-03-28T10:48:14","guid":{"rendered":"http:\/\/myprojectideas.com\/?p=3464"},"modified":"2025-10-31T11:52:05","modified_gmt":"2025-10-31T11:52:05","slug":"movie-recommendation-generator-in-python-with-beautiful-soup-module","status":"publish","type":"post","link":"https:\/\/rudelabs.ai\/blogs\/movie-recommendation-generator-in-python-with-beautiful-soup-module\/","title":{"rendered":"Movie Recommendation Generator In Python Using Beautiful Soup Module"},"content":{"rendered":"<h2><strong>Introduction of the Project<\/strong><\/h2>\n<p>Do you like to watch movies? Feel boring to find one as per your need? Today, we will solve your issue using a code to find a movie as per your interest and emotion. Sounds really amazing and exciting! Isn\u2019t it? Then, what are you waiting for? Let\u2019s give it a shot and see how it works. Here is a code to create a Movie Recommendation Generator in Python using Beautiful Soup Module.<\/p>\n<iframe loading=\"lazy\"  id=\"_ytid_72422\"  width=\"1080\" height=\"607\"  data-origwidth=\"1080\" data-origheight=\"607\" src=\"https:\/\/www.youtube.com\/embed\/6EVU36xl0lc?enablejsapi=1&autoplay=0&cc_load_policy=0&cc_lang_pref=&iv_load_policy=1&loop=0&rel=1&fs=1&playsinline=0&autohide=2&theme=dark&color=red&controls=1&\" class=\"__youtube_prefs__  no-lazyload\" title=\"YouTube player\"  allow=\"fullscreen; accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen data-no-lazy=\"1\" data-skipgform_ajax_framebjll=\"\"><\/iframe>\n<p>&nbsp;<\/p>\n<ul>\n<li>We import the modules such as <a href=\"https:\/\/www.crummy.com\/software\/BeautifulSoup\/bs4\/doc\/\">BeautifulSoup<\/a>, re, and requests<\/li>\n<li>Write a main function that contains movie recommendation URLs for the types of emotions available.<\/li>\n<li>We continue with the main function driver and<\/li>\n<li>Call the function to execute the following.<\/li>\n<\/ul>\n<h2><strong>Requirements\u00a0<\/strong><\/h2>\n<p>1. Python Interpreter; you can use VSCode or any python IDE.<\/p>\n<p>2. Pre-installed BeautifulSoup Module to get data from HTML &amp; XML files.<\/p>\n<h2><strong>Steps To Create Movie Recommendation Generator In Python Using Beautiful Soup Module<\/strong><\/h2>\n<p><strong>Step 1: <\/strong>Install BeautifulSoup if you haven&#8217;t it in your system.<\/p>\n<p>Paste the below line of command in your command prompt and press enter.<\/p>\n<p><em><strong>pip install BeautifulSoup4<\/strong><\/em><\/p>\n<p><strong>Step 2: <\/strong>Paste the below piece of code in your editor\/IDE.<\/p>\n<h2><strong>Source Code<\/strong><\/h2>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Import the modules\r\n\r\nfrom bs4 import BeautifulSoup as SOUP\r\n\r\n\r\n\r\n\r\n# Support for regular expressions (RE)\r\n\r\nimport re\r\n\r\n\r\n\r\n\r\n# Requests is an HTTP library written in Python for human beings\r\n\r\nimport requests as HTTP\r\n\r\n\r\n\r\n\r\ndef main(emotion):\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 # If-else ladder to go to an URL as per the type of emotion\r\n\r\n\u00a0\u00a0\u00a0 if(emotion == \"Sad\"):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 urlhere = 'http:\/\/www.imdb.com\/search\/title?genres=drama&amp;title_type=feature&amp;sort=moviemeter, asc'\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 elif(emotion == \"Disgust\"):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 urlhere = 'http:\/\/www.imdb.com\/search\/title?genres=musical&amp;title_type=feature&amp;sort=moviemeter, asc'\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 elif(emotion == \"Anger\"):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 urlhere = 'http:\/\/www.imdb.com\/search\/title?genres=family&amp;title_type=feature&amp;sort=moviemeter, asc'\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 elif(emotion == \"Anticipation\"):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 urlhere = 'http:\/\/www.imdb.com\/search\/title?genres=thriller&amp;title_type=feature&amp;sort=moviemeter, asc'\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 elif(emotion == \"Fear\"):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 urlhere = 'http:\/\/www.imdb.com\/search\/title?genres=sport&amp;title_type=feature&amp;sort=moviemeter, asc'\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 elif(emotion == \"Enjoyment\"):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 urlhere = 'http:\/\/www.imdb.com\/search\/title?genres=thriller&amp;title_type=feature&amp;sort=moviemeter, asc'\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 elif(emotion == \"Trust\"):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 urlhere = 'http:\/\/www.imdb.com\/search\/title?genres=western&amp;title_type=feature&amp;sort=moviemeter, asc'\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 elif(emotion == \"Surprise\"):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 urlhere = 'http:\/\/www.imdb.com\/search\/title?genres=film_noir&amp;title_type=feature&amp;sort=moviemeter, asc'\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 # HTTP request to get the data of the whole page\r\n\r\n\u00a0\u00a0\u00a0 response = HTTP.get(urlhere)\r\n\r\n\u00a0\u00a0\u00a0 data = response.text\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 # Parsing the data using BeautifulSoup\r\n\r\n\u00a0\u00a0\u00a0 soup = SOUP(data, \"lxml\")\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 # To extract movie titles from the data using regex\r\n\r\n\u00a0\u00a0\u00a0 title = soup.find_all(\"a\", attrs = {\"href\" : re.compile(r'\\\/title\\\/tt+\\d*\\\/')})\r\n\r\n\u00a0\u00a0\u00a0 return title\r\n\r\nif __name__ == '__main__':\r\n\r\n\u00a0\u00a0\u00a0\r\n\r\n\u00a0\u00a0\u00a0 print(\"\\n**************************************************\\n\")\r\n\r\n\u00a0\u00a0\u00a0 # To take the input from the user\r\n\r\n\u00a0\u00a0\u00a0 emotion = input(\" Enter your Emotion: \")\r\n\r\n\u00a0\u00a0\u00a0 e = main(emotion)\r\n\r\n\u00a0\u00a0\u00a0 count = 0\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0 print(\"\\n**************************************************\\n\")\r\n\r\n\u00a0\u00a0\u00a0 print(\"Some recommended movies are : \\n\")\r\n\r\n\u00a0\u00a0\u00a0 if(emotion == \"disgust\" or emotion == \"anger\" or emotion==\"surprise\"):\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 for i in e:\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 tmp = str(i).split('&gt;;')\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if(len(tmp) == 3):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print(tmp[1][:-3])\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if(count &gt; 13):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 break\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 count += 1\r\n\r\n\u00a0\u00a0\u00a0 else:\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 for i in e:\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 tmp = str(i).split('&gt;')\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if(len(tmp) == 3):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 print(\"* \" + tmp[1][:-3])\r\n\r\n\r\n\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 if(count &gt; 11):\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 break\r\n\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 count+=1\r\n<\/pre>\n<h2><strong>Explanation Of The Code<\/strong><\/h2>\n<p>In the beginning, we imported the BeautifulSoup module.<\/p>\n<p>1. In the main function, we have given a URL to each emotion wrt to the genre of the movie.<\/p>\n<p>2. Then, we used an HTTP request to get the data of the whole page.<\/p>\n<p>3. Then, we parsed the data using the BeautifulSoup module.<\/p>\n<p>4. Then, we extract movie titles from the data using regex.<\/p>\n<p>5. After this, we take the input from the user.<\/p>\n<p>6. Using the print function, we are printing the titles of the movie.<\/p>\n<h2><strong>Output<\/strong><\/h2>\n<p>The below shows an output of our code to create a movie recommendation generator in Python using the BeautifulSoup module.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-18408 size-full\" src=\"https:\/\/rudelabs.ai\/blogs\/wp-content\/uploads\/2022\/03\/Movie-Recommendation-Generator-In-Python-Using-Beautiful-Soup-Module.webp\" alt=\"Movie Recommendation Generator In Python \" width=\"576\" height=\"334\" \/><\/p>\n<h2><strong>Things to Remember<\/strong><\/h2>\n<ul>\n<li>In the command prompt, when you write pip install BeautifulSoup4, the last 4 represents its version, so if you get an error while installing it, simply upgrade the version and use an integer greater than 4, and it will work!<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here is a code to create a Movie Recommendation Generator in Python using BeautifulSoup in a simple and efficient manner.<\/p>\n","protected":false},"author":1,"featured_media":8597,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[7,5],"tags":[28,22],"class_list":["post-3464","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-coding-projects","category-python","tag-beautiful-soup","tag-python"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.1.1 - 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