{"id":21246,"date":"2020-08-15T01:46:28","date_gmt":"2020-08-15T08:46:28","guid":{"rendered":"https:\/\/careerkarma.com\/blog\/?p=21246"},"modified":"2023-12-01T03:57:55","modified_gmt":"2023-12-01T11:57:55","slug":"python-typeerror-float-object-not-iterable","status":"publish","type":"post","link":"https:\/\/careerkarma.com\/blog\/python-typeerror-float-object-not-iterable\/","title":{"rendered":"Python TypeError: \u2018float\u2019 object not iterable Solution"},"content":{"rendered":"\n<p>Python can only iterate over an iterable object. This is a type of object that can return its members one at a time. If you try to iterate over a non-iterable object, like a floating-point number, you see an error that says \u201cTypeError: &#8216;float&#8217; object not iterable\u201d.<br><\/p>\n\n\n\n<p>In this guide, we talk about what this error means and why you may encounter it. We walk through an example to help you understand how to resolve this error in your code.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">TypeError: \u2018float\u2019 object not iterable<\/h2>\n\n\n\n<p>Iterable objects include <a href=\"https:\/\/careerkarma.com\/blog\/python-array\/\">list<\/a>, <a href=\"https:\/\/careerkarma.com\/blog\/python-string-methods\/\">strings<\/a>, tuples, and dictionaries. When you run a for loop on these data types, each value in the object is returned one by one.<br><\/p>\n\n\n\n<p>Numbers, such as integers and floating points, are not iterable. There are no members in an integer or a floating-point that can be returned in a loop.<br><\/p>\n\n\n\n<p>The result of the \u201cTypeError: \u2018float\u2019 object not iterable\u201d error is usually trying to use a number to tell a for loop how many times to execute instead of using a <code>range()<\/code> statement.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">An Example Scenario<\/h2>\n\n\n\n<p>Here, we write a program that calculates the factors of a number. To start, we ask the user to insert a number whose factors they want to calculate:<br><\/p>\n\n\n\n<div class=\"wp-block-codemirror-blocks-code-block code-block\"><pre>factor = float(input(&quot;Enter a number: &quot;))<\/pre><\/div>\n\n\n\n<p>The <code>input()<\/code> method returns a string. We cannot perform mathematical operations on a string. We\u2019ve used the <a href=\"https:\/\/careerkarma.com\/blog\/python-float\/\">float() method<\/a> to convert the value returned by <code>input()<\/code> to a floating-point number so that we can use it in a math operation.<br><\/p>\n\n\n\n<p>Next, we write a for loop that calculates the factors of our number:<\/p>\n\n\n\n<div class=\"wp-block-codemirror-blocks-code-block code-block\"><pre>for n in factor:\n\tif factor % n == 0:\n\t\tprint(&quot;{} is a factor of {}.&quot;.format(factor, n))<\/pre><\/div>\n\n\n\n<p>This loop should go through every number until it reaches \u201cfactor\u201d.<br><\/p>\n\n\n\n<p>This loop uses the modulo operator to check whether there is a remainder left after dividing the factor by \u201cn\u201d, which is the number in an iteration of our loop. If there is a remainder, \u201cn\u201d is not a factor. If there is a remainder, our <a href=\"https:\/\/careerkarma.com\/blog\/python-if-else\/\">\u201cif\u201d statement<\/a> executes and prints a message to the console.<br><\/p>\n\n\n\n<p>Run our code and see what happens:<\/p>\n\n\n\n<div class=\"wp-block-codemirror-blocks-code-block code-block\"><pre>Enter a number: 8\nTraceback (most recent call last):\n  File &quot;main.py&quot;, line 3, in &lt;module&gt;\n\tfor n in factor:\nTypeError: 'float' object is not iterable<\/pre><\/div>\n\n\n\n<p>Our code returns a TypeError.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Solution<\/h2>\n\n\n\n<p>In our example above, we\u2019ve tried to iterate over \u201cfactor\u201d, which is a float. We cannot iterate over a floating-point number in a for loop. Instead, we should iterate over a range of numbers between 1 and the number whose factor we want to calculate.<br><\/p>\n\n\n\n<p>To fix our code, we need to use a <a href=\"https:\/\/careerkarma.com\/blog\/python-range\/\">range() statement<\/a>. The <code>range()<\/code> statement generates a list of numbers in a specified range upon which a for loop can iterate. Let\u2019s revise our for loop to use a <code>range()<\/code> statement:<br><\/p>\n\n\n\n<div class=\"wp-block-codemirror-blocks-code-block code-block\"><pre>for n in range(1, int(factor) + 1):\n\tif factor % n == 0:\n\t\tprint(&quot;{} is a factor of {}.&quot;.format(factor, n))<\/pre><\/div>\n\n\n\n<p>Our <code>range()<\/code> statement generates a list of numbers between one and the value of \u201cfactor\u201d plus one.<br><\/p>\n\n\n\n<p>We have added 1 to the upper end of our range so that our \u201cfactor\u201d number is considered a factor. Our for loop can then iterate over this list. We\u2019ve converted \u201cfactor\u201d to an integer in our code because the <code>range()<\/code> statement does not accept floating point numbers.<br><\/p>\n\n\n\n<p>Run our code again and see what happens:<br><\/p>\n\n\n\n<div class=\"wp-block-codemirror-blocks-code-block code-block\"><pre>8.0 is a factor of 1.\n8.0 is a factor of 2.\n8.0 is a factor of 4.\n8.0 is a factor of 8.<\/pre><\/div>\n\n\n\n<p>Our code successfully returns a list of all the factors of the number we inserted into our program.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>The Python \u201cTypeError: \u2018float\u2019 object not iterable\u201d error is caused when you try to iterate over a floating point number as if it were an iterable object, like a list or a dictionary.<br><\/p>\n\n\n\n<p>To solve this error, use a <code>range()<\/code> statement if you want to iterate over a number. A range statement generates a list of numbers in a given range upon which a for loop can iterate.<br><\/p>\n\n\n\n<p>Now you\u2019re ready to fix this common <a href=\"https:\/\/careerkarma.com\/blog\/how-to-code-in-python\/\">Python<\/a> error in your code!<\/p>\n","protected":false},"excerpt":{"rendered":"Python can only iterate over an iterable object. This is a type of object that can return its members one at a time. If you try to iterate over a non-iterable object, like a floating-point number, you see an error that says \u201cTypeError: 'float' object not iterable\u201d. In this guide, we talk about what this&hellip;","protected":false},"author":240,"featured_media":21248,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[16578],"tags":[],"class_list":{"0":"post-21246","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-python"},"acf":{"post_sub_title":"","sprint_id":"","query_class":"Python","school_sft":"","parent_sft":"","school_privacy_policy":"","has_review":null,"is_sponser_post":"","is_guest_post":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Python TypeError: \u2018float\u2019 object not iterable Solution | Career Karma<\/title>\n<meta name=\"description\" content=\"On Career Karma, learn about the Python TypeError: \u2018float\u2019 object not iterable, how 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