{"id":8830,"date":"2023-11-04T11:11:45","date_gmt":"2023-11-04T05:41:45","guid":{"rendered":"https:\/\/python-programs.com\/?p=8830"},"modified":"2023-11-10T12:15:59","modified_gmt":"2023-11-10T06:45:59","slug":"python-program-to-count-the-frequency-of-words-appearing-in-a-string-using-a-dictionary","status":"publish","type":"post","link":"https:\/\/python-programs.com\/python-program-to-count-the-frequency-of-words-appearing-in-a-string-using-a-dictionary\/","title":{"rendered":"Python Program to Count the Frequency of Words Appearing in a String Using a Dictionary"},"content":{"rendered":"<p><strong>Dictionaries in Python:<\/strong><\/p>\n<p>Dictionary is a mutable built-in Python Data Structure. It is conceptually related to List, Set, and Tuples. It is, however, indexed by keys rather than a sequence of numbers and can be thought of as associative arrays. On a high level, it consists of a key and its associated value. The Dictionary class in Python represents a hash-table implementation.<\/p>\n<p><strong>Examples:<\/strong><\/p>\n<p><strong>Example1:<\/strong><\/p>\n<p><strong>Input:<\/strong><\/p>\n<pre>given string =\"hello this is hello BTechGeeks BTechGeeks BTechGeeks this python programming python language\"<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">{'hello': 2, 'this': 2, 'is': 1, 'BTechGeeks': 3, 'python': 2, 'programming': 1, 'language': 1}<\/pre>\n<p><strong>Example2:<\/strong><\/p>\n<p><strong>Input:<\/strong><\/p>\n<pre>given string =\"good morning this is good this python python BTechGeeks good good python online coding platform\"<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre>{'good': 4, 'morning': 1, 'this': 2, 'is': 1, 'python': 3, 'BTechGeeks': 1, 'online': 1, 'coding': 1, 'platform': 1}<\/pre>\n<h2>Program to Count the Frequency of Words Appearing in a String Using a Dictionary<\/h2>\n<p>There are several ways to count the frequency of all words in the given string using dictionary some of them are:<\/p>\n<ul>\n<li><a href=\"#Using_count_and_zip_function_(Static_Input)\">Using count and zip function (Static Input)<\/a><\/li>\n<li><a href=\"#Using_count_and_zip_function_(User_Input)\">Using count and zip function (User Input)<\/a><\/li>\n<\/ul>\n<p>Drive into <a href=\"https:\/\/python-programs.com\/python-programming-examples-with-output\/\">Python Programming Examples<\/a> and explore more instances related to python concepts so that you can become proficient in generating programs in Python Programming Language.<\/p>\n<h3 id=\"Using_count_and_zip_function_(Static_Input)\">Method #1:Using count and zip function (Static Input)<\/h3>\n<p><strong>Approach:<\/strong><\/p>\n<ul>\n<li>Give the string input as static and store it in a variable<\/li>\n<li>Split the given string into words using split() function<\/li>\n<li>Convert this into list using list() function.<\/li>\n<li>Count the frequency of each term using count() function and save the results in a separate list using list Comprehension.<\/li>\n<li>Merge the lists containing the terms and the word counts into a dictionary using the zip() function.<\/li>\n<li>The resultant dictionary is printed<\/li>\n<li>End of Program<\/li>\n<\/ul>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># given string\r\ngiven_string = \"hello this is hello BTechGeeks BTechGeeks BTechGeeks this python programming python language\"\r\n# Split the given string into words using split() function\r\n# Convert this into list using list() function.\r\nlistString = given_string.split()\r\n# Count the frequency of each term using count() function and\r\n# save the results in a separate list using list Comprehension.\r\nfreqWords = [listString.count(k) for k in listString]\r\n# Merge the lists containing the terms and the word counts\r\n# into a dictionary using the zip() function.\r\nresultdict = dict(zip(listString, freqWords))\r\n# Print the resultant dictionary\r\nprint(resultdict)\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">{'hello': 2, 'this': 2, 'is': 1, 'BTechGeeks': 3, 'python': 2, 'programming': 1, 'language': 1}<\/pre>\n<p><strong>Explanation:<br \/>\n<\/strong><\/p>\n<ul>\n<li>A string must be entered by the user and saved in a variable.<\/li>\n<li>The string is divided into words and saved in the list using a space as the reference.<\/li>\n<li>Using list comprehension and the count() function, the frequency of each word in the list is counted.<\/li>\n<li>The complete dictionary is printed after being created with the zip() method.<\/li>\n<\/ul>\n<h3 id=\"Using_count_and_zip_function_(User_Input)\">Method #2:Using count and zip function (User Input)<\/h3>\n<p><strong>Approach:<\/strong><\/p>\n<ul>\n<li>Scan the string using <strong>input()<\/strong> function.<\/li>\n<li>Split the given string into words using split() function<\/li>\n<li>Convert this into list using list() function.<\/li>\n<li>Count the frequency of each term using count() function and save the results in a separate list using list Comprehension.<\/li>\n<li>Merge the lists containing the terms and the word counts into a dictionary using the zip() function.<\/li>\n<li>The resultant dictionary is printed<\/li>\n<li>End of Program<\/li>\n<\/ul>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Scan the given string using input() function\r\ngiven_string = input(\"Enter some random string separated by spaces = \")\r\n# Split the given string into words using split() function\r\n# Convert this into list using list() function.\r\nlistString = given_string.split()\r\n# Count the frequency of each term using count() function and\r\n# save the results in a separate list using list Comprehension.\r\nfreqWords = [listString.count(k) for k in listString]\r\n# Merge the lists containing the terms and the word counts\r\n# into a dictionary using the zip() function.\r\nresultdict = dict(zip(listString, freqWords))\r\n# Print the resultant dictionary\r\nprint(resultdict)\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre>Enter some random string separated by spaces = good morning this is good this python python BTechGeeks good good python online coding platform\r\n{'good': 4, 'morning': 1, 'this': 2, 'is': 1, 'python': 3, 'BTechGeeks': 1, 'online': 1, 'coding': 1, 'platform': 1}<\/pre>\n<p><strong>Related Programs<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none\"><\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-read-a-file-and-capitalize-the-first-letter-of-every-word-in-the-file\/\">Python Program to Read a File and Capitalize the First Letter of Every Word in the File<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-map-two-lists-into-a-dictionary\/\">Python Program to Map Two Lists into a Dictionary<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-generate-a-dictionary-that-contains-numbers-between-1-and-n-in-the-form-x-xx\/\">Python Program to Generate a Dictionary that Contains Numbers (between 1 and n) in the Form (x, x*x).<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-add-a-key-value-pair-to-the-dictionary\/\">Python Program to Add a Key, Value Pair to the Dictionary<\/a><\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-sum-all-the-items-in-a-dictionary\/\">Python Program to Sum All the Items in a Dictionary<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Dictionaries in Python: Dictionary is a mutable built-in Python Data Structure. It is conceptually related to List, Set, and Tuples. It is, however, indexed by keys rather than a sequence of numbers and can be thought of as associative arrays. On a high level, it consists of a key and its associated value. The Dictionary &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/python-programs.com\/python-program-to-count-the-frequency-of-words-appearing-in-a-string-using-a-dictionary\/\"> <span class=\"screen-reader-text\">Python Program to Count the Frequency of Words Appearing in a String Using a Dictionary<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":7,"featured_media":8835,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spay_email":"","jetpack_publicize_message":"","jetpack_is_tweetstorm":false,"jetpack_publicize_feature_enabled":true},"categories":[6],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python Program to Count the Frequency of Words Appearing in a String Using a Dictionary - Python Programs<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/python-programs.com\/python-program-to-count-the-frequency-of-words-appearing-in-a-string-using-a-dictionary\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python Program to Count the Frequency of Words Appearing in a String Using a Dictionary - Python Programs\" \/>\n<meta property=\"og:description\" content=\"Dictionaries in Python: Dictionary is a mutable built-in Python Data Structure. 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It is conceptually related to List, Set, and Tuples. It is, however, indexed by keys rather than a sequence of numbers and can be thought of as associative arrays. On a high level, it consists of a key and its associated value. 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