{"id":10863,"date":"2024-07-03T09:37:32","date_gmt":"2024-07-03T09:37:32","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=10863"},"modified":"2024-07-03T09:37:37","modified_gmt":"2024-07-03T09:37:37","slug":"mutable-and-immutable-in-python","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/mutable-and-immutable-in-python\/","title":{"rendered":"mutable and immutable in python"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40400%3B700\" rel=\"stylesheet\"\/><link 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style=\"position:absolute;pointer-events:none;left:12.62136%;top:35.92233%;width:76.45631%;height:26.86084%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-67cc5817-79e3-4249-997e-9e3bcaeb25a3\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.84);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:38.02589%;width:78.8835%;height:22.00647%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6153846153846154% 0.6153846153846154% 0.6153846153846154% 0.6153846153846154% \/ 1.4705882352941175% 1.4705882352941175% 1.4705882352941175% 1.4705882352941175%\" id=\"el-e8b59d26-b3de-4690-bcde-3fab0c2a3fc0\">\n<h1 id=\"mutable-and-immutable-in-python\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.16442307692307714% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.614887em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Mutable And iMmutable<\/span><span style=\"font-weight: 700; color: #ffa811\"> in Python<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-fa4dc7d6-7d62-46b4-8c8d-d4a2c1b41f51\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" 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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 171.07387%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 1.1173184357541899% 1.1173184357541899% 1.1173184357541899% 1.1173184357541899%\" id=\"el-b209ea42-6f97-4952-a31b-31d72ff24c0a\">\n<h3 id=\"lists-dictionaries-and-sets-can-be-modified-after-creation-add-remove-or-change-elements-theyre-flexible\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #590d22\">Lists, dictionaries, and sets can be modified after creation.<\/span><br \/>\n<span style=\"font-weight: 700; color: #590d22\">Add, remove, or change elements \u2013 they&#8217;re flexible!<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.4466%;top:35.27508%;width:63.34951%;height:16.99029%;opacity:1\">\n<div id=\"anim-d2de2218-48ab-4267-ad5e-124de591dcfe\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-9ce02c96-8fa7-48f8-8c11-65c4ff8c1466\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -362.11642%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 1.9047619047619049% 1.9047619047619049% 1.9047619047619049% 1.9047619047619049%\" id=\"el-20e8c711-7fa4-42b4-83cd-896d00aca017\">\n<h2 id=\"the-mutables-masters-of-transformation\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">The Mutables: Masters of Transformation<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-27d14472-da7b-4a38-8fce-f1e51ae911b0\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-7e02defe-158d-4e7b-a7c7-4458973c0264\",\"keyframes\":{\"transform\":[\"translate3d(0px, 227.94594%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-1f2088d2-521c-4535-8699-8699bafce030\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:16.74757%;top:53.72168%;width:66.01942%;height:28.9644%;opacity:1\">\n<div id=\"anim-d7a0b51e-691a-460e-93dc-8a61bcbc4c6d\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-ca711aba-1024-4189-8c54-96bc79f84d7e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 191.74428%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 1.1173184357541899% 1.1173184357541899% 1.1173184357541899% 1.1173184357541899%\" id=\"el-110b89a7-230a-470d-9991-553b6e20a881\">\n<h3 id=\"pythonmy_list-1-2-3my_list-append4-add-an-elementprintmy_list-output-1-2-3-4\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Python<\/span><br \/>\n<span style=\"font-weight: 700\">my_list = [1, 2, 3]<\/span><br \/>\n<span style=\"font-weight: 700\">my_list.append(4) &nbsp;# Add an element<\/span><br \/>\n<span style=\"font-weight: 700\">print(my_list) &nbsp;# Output: [1, 2, 3, 4]<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:42.23301%;width:63.34951%;height:5.50162%;opacity:1\">\n<div id=\"anim-e8c3a615-73e0-43b0-abf7-95c0c5792525\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-b6c20ea5-78a4-483a-beb8-290fe29badb8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -1035.94741%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-86ffcf38-bec8-4b1b-91a0-d63fdc89bea3\">\n<h2 id=\"mutable-in-action\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #003bad\">Mutable in Action<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-a007a692-9120-45a9-80e0-84c2f84d2bdc\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div 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type=\"application\/json\">[{\"selector\":\"#anim-7f08a7db-fe91-4383-965e-3426ce976a70\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#000\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-bcc9bbbe-3876-4eb9-ad1e-ffcc8044fe50\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:50%;width:66.01942%;height:28.9644%;opacity:1\">\n<div id=\"anim-82c9e795-492b-4800-814f-bab48e072fa5\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-f68e1f3e-b28a-4ec2-babd-5c936743c8c4\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 204.59343%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 1.1173184357541899% 1.1173184357541899% 1.1173184357541899% 1.1173184357541899%\" id=\"el-daedb185-c664-44cc-9d59-6741b5c9df6b\">\n<h3 id=\"numbers-strings-and-tuples-cant-be-changed-directly-if-you-need-to-modify-create-a-new-one-based-on-the-old\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #e0aaff\">Numbers, strings, and tuples can&#8217;t be changed directly.<\/span><br \/>\n<span style=\"font-weight: 700; color: #e0aaff\">If you need to modify? Create a new one based on the old.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:35.76052%;width:63.34951%;height:5.50162%;opacity:1\">\n<div id=\"anim-97c771b8-5a43-4b89-bb83-b92fc6e616e4\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-344026e5-cf75-4abd-bf54-15d2430d22e8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -918.30043%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-4732f785-ec28-490c-ac21-d1f407b94e33\">\n<h2 id=\"the-immutables\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">The Immutables<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-5193bf44-13bd-4c33-b01a-5cc7096a0061\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:60.67961%;top:96.60194%;width:27.6699%;height:3.55987%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:7.017543859649122% 7.017543859649122% 7.017543859649122% 7.017543859649122% \/ 36.36363636363637% 36.36363636363637% 36.36363636363637% 36.36363636363637%\" class=\"mask\" id=\"el-28b58fff-c849-4c0f-81dd-43418ec12dba\"><a href=\"https:\/\/pickl.ai\/blog\/mojo-programming-language-for-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<div class=\"fill\" style=\"background-image:linear-gradient(0turn, rgba(249,25,25,0.77) 0%, rgba(249,110,110,0.77) 100%);will-change:transform\"><\/div>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:63.71359%;top:97.08738%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-1ce1cc5c-7d68-46ed-b296-bd8f4b60adb5\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-7024d4ba-bbe6-43d8-9951-60650fb5fa60\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 227.94594%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198% \/ 6.0606060606060606% 6.0606060606060606% 6.0606060606060606% 6.0606060606060606%\" id=\"el-2eea192c-ca2e-45d7-b4e6-667ae1378555\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.21634615384615424% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.226537em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Read More<\/span><\/p>\n<p><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:19.41748%;top:5.98706%;width:61.16505%;height:23.13916%;opacity:1\">\n<div id=\"anim-693b1273-03f3-47c6-8b37-043281efa21a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-7f08a7db-fe91-4383-965e-3426ce976a70\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-6dbf5a06-2287-47f5-9df0-6c9ac143b8e6\">\n<div style=\"position:absolute;width:100%;height:105.24403%;left:0%;top:-2.62201%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1613677135043-a2512fbf49fa?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxweXRob258ZW58MHx8fHwxNzE5OTk3Nzk2fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3379&amp;h=2018&amp;fit=max\" alt=\"black framed eyeglasses on computer screen\" srcSet=\"https:\/\/images.unsplash.com\/photo-1613677135043-a2512fbf49fa?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxweXRob258ZW58MHx8fHwxNzE5OTk3Nzk2fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3379&amp;h=2018&amp;fit=max 3379w,https:\/\/images.unsplash.com\/photo-1613677135043-a2512fbf49fa?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxweXRob258ZW58MHx8fHwxNzE5OTk3Nzk2fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2703&amp;h=1614&amp;fit=max 2703w,https:\/\/images.unsplash.com\/photo-1613677135043-a2512fbf49fa?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxweXRob258ZW58MHx8fHwxNzE5OTk3Nzk2fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2027&amp;h=1211&amp;fit=max 2027w,https:\/\/images.unsplash.com\/photo-1613677135043-a2512fbf49fa?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxweXRob258ZW58MHx8fHwxNzE5OTk3Nzk2fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1351&amp;h=807&amp;fit=max 1351w,https:\/\/images.unsplash.com\/photo-1613677135043-a2512fbf49fa?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxweXRob258ZW58MHx8fHwxNzE5OTk3Nzk2fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=675&amp;h=403&amp;fit=max 675w,https:\/\/images.unsplash.com\/photo-1613677135043-a2512fbf49fa?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw1fHxweXRob258ZW58MHx8fHwxNzE5OTk3Nzk2fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=203&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 28vh, 61vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"6b848790-f5c7-499d-a575-42d73701ac0c\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-71a6d53d-1ba4-4bd5-bc7c-d9c30dd3344d\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-223270a8-f02f-4c4c-a0c9-75c2efcd1a8b\",\"keyframes\":{\"transform\":[\"translate3d(0px, 153.21636%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-332cd95a-c2b2-4e8c-970b-eb70009fb472\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-917f42c1-ae3f-4567-987d-972b503d9d2d\",\"keyframes\":{\"transform\":[\"translate3d(0px, -275.67989%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-680b70b4-b897-4ab2-8b82-ae8f1e4b31cc\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a274c0b2-a3af-4482-8a0b-e3fec8ba2ebc\",\"keyframes\":{\"transform\":[\"translate3d(0px, 227.94594%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b29f2819-ca24-441f-bf3a-eddaef7cfa03\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c9116cbe-40bf-4d0a-bac3-49ad58f03579\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#ff758f\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-bcc9bbbe-3876-4eb9-ad1e-ffcc8044fe50\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:57.44337%;width:66.01942%;height:33.81877%;opacity:1\">\n<div id=\"anim-71a6d53d-1ba4-4bd5-bc7c-d9c30dd3344d\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-223270a8-f02f-4c4c-a0c9-75c2efcd1a8b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 153.21636%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.9569377990430622% 0.9569377990430622% 0.9569377990430622% 0.9569377990430622%\" id=\"el-5887d154-7d38-49b8-b413-5ebc00b9ccc3\">\n<h3 id=\"pythonname-alice-trying-to-change-a-character-directly-results-in-an-error-name0-b-this-will-cause-an-error\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #4b1283\">Python<\/span><br \/>\n<span style=\"font-weight: 700; color: #4b1283\">name = &#8220;Alice&#8221;<\/span><br \/>\n<span style=\"font-weight: 700; color: #4b1283\"># Trying to change a character directly results in an error<\/span><br \/>\n<span style=\"font-weight: 700; color: #4b1283\"># name[0] = &#8220;B&#8221; &nbsp;# This will cause an error<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:31.39159%;width:63.34951%;height:23.13916%;opacity:1\">\n<div id=\"anim-332cd95a-c2b2-4e8c-970b-eb70009fb472\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-917f42c1-ae3f-4567-987d-972b503d9d2d\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -275.67989%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 1.3986013986013985% 1.3986013986013985% 1.3986013986013985% 1.3986013986013985%\" id=\"el-bbc48139-c306-4fcf-be20-632e70808899\">\n<h2 id=\"immutable-example-the-string-stays-the-same\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Immutable Example: The String Stays the Same<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-c371ea91-2ca1-483a-81ff-5d2ea6487d5e\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:60.67961%;top:96.60194%;width:27.6699%;height:3.55987%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:7.017543859649122% 7.017543859649122% 7.017543859649122% 7.017543859649122% \/ 36.36363636363637% 36.36363636363637% 36.36363636363637% 36.36363636363637%\" class=\"mask\" id=\"el-04a696ba-f426-4dca-9940-de9bf59318d2\"><a href=\"https:\/\/pickl.ai\/blog\/data-abstraction-and-encapsulation-in-python-explained\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<div class=\"fill\" style=\"background-image:linear-gradient(0turn, rgba(249,25,25,0.77) 0%, rgba(249,110,110,0.77) 100%);will-change:transform\"><\/div>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:63.71359%;top:97.08738%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-680b70b4-b897-4ab2-8b82-ae8f1e4b31cc\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-a274c0b2-a3af-4482-8a0b-e3fec8ba2ebc\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 227.94594%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198% \/ 6.0606060606060606% 6.0606060606060606% 6.0606060606060606% 6.0606060606060606%\" id=\"el-ce599f3b-6ca1-4161-81fb-21fb63177b9b\"><a 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1200w,https:\/\/images.unsplash.com\/photo-1587620962725-abab7fe55159?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=191&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 30vh, 66vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"cb252d72-5ea0-4045-aedd-16adeadc8392\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-f3553827-d34b-483c-bc71-d376ed1c348a\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d2c5bedd-5fd2-487d-8d54-863b94d094b4\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-47dccdd3-8d9a-4ed5-93ea-50592ed13ccc\",\"keyframes\":{\"transform\":[\"scale(0.3333333333333333)\",\"scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#ffcc4a\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-bcc9bbbe-3876-4eb9-ad1e-ffcc8044fe50\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:61.32686%;width:66.01942%;height:24.11003%;opacity:1\">\n<div id=\"anim-f3553827-d34b-483c-bc71-d376ed1c348a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-895ad975-b1d8-4da0-8e44-e51fe6aac053\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 198.80689%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 1.342281879194631% 1.342281879194631% 1.342281879194631% 1.342281879194631%\" id=\"el-34608c50-1ce5-4f5a-9f4f-5b9245761d0a\">\n<h3 id=\"use-mutables-when-data-needs-to-change-immutables-are-great-for-security-and-clear-function-logic\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #590d22\">Use mutables when data needs to change. Immutables are great for security and clear function logic.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.71845%;top:38.34951%;width:63.34951%;height:17.31392%;opacity:1\">\n<div id=\"anim-dcdbce46-8ce6-4378-8e59-137f886d12ff\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-f64d855a-8799-4203-99d5-c6e35f91b6ea\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -374.97395%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 1.8691588785046727% 1.8691588785046727% 1.8691588785046727% 1.8691588785046727%\" id=\"el-e019da87-e747-48e6-b2da-8df0b2263e32\">\n<h2 id=\"when-to-choose-mutable-or-immutable\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">When to Choose Mutable or Immutable<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-3f673e09-fd84-4200-9cd8-25b3f7ee2501\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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6312w,https:\/\/images.unsplash.com\/photo-1580894894513-541e068a3e2b?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMnx8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4734&amp;h=3158&amp;fit=max 4734w,https:\/\/images.unsplash.com\/photo-1580894894513-541e068a3e2b?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMnx8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3156&amp;h=2105&amp;fit=max 3156w,https:\/\/images.unsplash.com\/photo-1580894894513-541e068a3e2b?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMnx8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1578&amp;h=1053&amp;fit=max 1578w,https:\/\/images.unsplash.com\/photo-1580894894513-541e068a3e2b?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMnx8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 28vh, 62vw\" 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style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-bcc9bbbe-3876-4eb9-ad1e-ffcc8044fe50\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:57.9288%;width:66.01942%;height:28.9644%;opacity:1\">\n<div id=\"anim-22ed6822-3fe6-480d-97d9-6542065c0bc9\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-2bbba317-a20e-4e28-b94c-becfe305664a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 177.21914%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 1.1173184357541899% 1.1173184357541899% 1.1173184357541899% 1.1173184357541899%\" id=\"el-1bdfb540-8e33-445a-bed5-d922558cc1aa\">\n<h3 id=\"understanding-these-concepts-is-essential-for-writing-python-programs-choose-wisely-for-powerful-code\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Understanding these concepts is essential for writing Python programs. Choose wisely for powerful code!<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:38.67314%;width:63.34951%;height:11.48867%;opacity:1\">\n<div id=\"anim-594017bf-9b90-4c7b-8470-af76fd17074a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-a324972e-19b4-4a33-9c8d-62115f42acb7\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -517.21453%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-2747d160-3067-4e85-81c7-de90faa02fa3\">\n<h2 id=\"master-mutability-and-immutability\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #003bad\">Master Mutability and Immutability<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;width:27.91262%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-341f7f15-fedc-4cd4-b559-f4d09139cbbe\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:5.98706%;width:66.01942%;height:27.83172%;opacity:1\">\n<div id=\"anim-3de9053e-cc23-437c-a7e0-bbaae06b5fe2\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-0436aa43-6193-4acf-80af-d65a9eac126f\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:scale(0.3333333333333333)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-9ae57bc5-eae0-4dfb-91f1-3c62a2a0fb06\">\n<div style=\"position:absolute;width:112.40698%;height:100%;left:-6.20349%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1484417894907-623942c8ee29?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5507&amp;h=3098&amp;fit=max\" alt=\"MacBook Pro showing programming language\" srcSet=\"https:\/\/images.unsplash.com\/photo-1484417894907-623942c8ee29?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5507&amp;h=3098&amp;fit=max 5507w,https:\/\/images.unsplash.com\/photo-1484417894907-623942c8ee29?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4405&amp;h=2478&amp;fit=max 4405w,https:\/\/images.unsplash.com\/photo-1484417894907-623942c8ee29?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3304&amp;h=1859&amp;fit=max 3304w,https:\/\/images.unsplash.com\/photo-1484417894907-623942c8ee29?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2202&amp;h=1239&amp;fit=max 2202w,https:\/\/images.unsplash.com\/photo-1484417894907-623942c8ee29?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1101&amp;h=619&amp;fit=max 1101w,https:\/\/images.unsplash.com\/photo-1484417894907-623942c8ee29?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxM3x8cHl0aG9ufGVufDB8fHx8MTcxOTk5Nzc5Nnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=191&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 30vh, 66vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"How data changes in Python? Let\u2019s explore mutable vs immutable data types, helping you write better Python code!\n","protected":false},"author":4,"featured_media":10806,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[],"web_story_tag":[],"class_list":["post-10863","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>mutable and immutable in python - Pickl.AI<\/title>\n<meta name=\"description\" content=\"How data changes in Python? 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