{
    "componentChunkName": "component---src-templates-blog-post-js",
    "path": "/pandas-common-string-methods/",
    "result": {"data":{"markdownRemark":{"html":"<div class=\"table-of-contents\">\n<ul>\n<li><a href=\"#upper\">upper()</a></li>\n<li><a href=\"#lower\">lower()</a></li>\n<li><a href=\"#title\">title()</a></li>\n<li><a href=\"#len\">len()</a></li>\n<li><a href=\"#replace\">replace()</a></li>\n</ul>\n</div>\n<p>Let's read the <del>budget.xlsx</del> workbook into a DataFrame:</p>\n<pre class=\"grvsc-container synthwave-84\" data-language=\"py\" data-index=\"0\"><code class=\"grvsc-code\"><span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"1\"></span><span class=\"grvsc-source\"><span class=\"mtk10\">import</span><span class=\"mtk15\"> pandas </span><span class=\"mtk10\">as</span><span class=\"mtk15\"> pd</span></span></span>\n<span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"2\"></span><span class=\"grvsc-source\"></span></span>\n<span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"3\"></span><span class=\"grvsc-source\"><span class=\"mtk15\">data </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> pd.</span><span class=\"mtk6\">read_excel</span><span class=\"mtk15\">(</span><span class=\"mtk16\">&quot;budget.xlsx&quot;</span><span class=\"mtk15\">)</span></span></span>\n<span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"4\"></span><span class=\"grvsc-source\"></span></span>\n<span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"5\"></span><span class=\"grvsc-source\"><span class=\"mtk15\">data</span></span></span></code></pre>\n<p><strong>Output:</strong></p>\n<p><span\n      class=\"gatsby-resp-image-wrapper\"\n      style=\"position: relative; display: block; margin-left: auto; margin-right: auto; max-width: 504px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/001bda9b7017bd2b30704727109a05b6/7f322/budget.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-background-image\"\n    style=\"padding-bottom: 66.5%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Budget\"\n        title=\"Budget\"\n        src=\"/static/001bda9b7017bd2b30704727109a05b6/7f322/budget.png\"\n        srcset=\"/static/001bda9b7017bd2b30704727109a05b6/56d15/budget.png 200w,\n/static/001bda9b7017bd2b30704727109a05b6/d9f49/budget.png 400w,\n/static/001bda9b7017bd2b30704727109a05b6/7f322/budget.png 504w\"\n        sizes=\"(max-width: 504px) 100vw, 504px\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;\"\n        loading=\"lazy\"\n        decoding=\"async\"\n      />\n  </a>\n    </span></p>\n<h3 id=\"upper\" style=\"position:relative;\"><a href=\"#upper\" aria-label=\"upper permalink\" class=\"anchor before\"><svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" version=\"1.1\" viewBox=\"0 0 16 16\" width=\"16\"><path fill-rule=\"evenodd\" d=\"M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z\"></path></svg></a>upper()</h3>\n<ul>\n<li><strong>Series.str.upper:</strong> Converts all characters to uppercase.</li>\n</ul>\n<pre class=\"grvsc-container synthwave-84\" data-language=\"py\" data-index=\"1\"><code class=\"grvsc-code\"><span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"1\"></span><span class=\"grvsc-source\"><span class=\"mtk15\">data[</span><span class=\"mtk16\">&quot;Zone&quot;</span><span class=\"mtk15\">].str.</span><span class=\"mtk6\">upper</span><span class=\"mtk15\">()</span></span></span></code></pre>\n<p><strong>Output:</strong></p>\n<p><span\n      class=\"gatsby-resp-image-wrapper\"\n      style=\"position: relative; display: block; margin-left: auto; margin-right: auto; max-width: 282px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/db54215b49ff22fd0abe2e61e582fcc3/75fda/upper.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-background-image\"\n    style=\"padding-bottom: 75.99999999999999%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Uppercase\"\n        title=\"Uppercase\"\n        src=\"/static/db54215b49ff22fd0abe2e61e582fcc3/75fda/upper.png\"\n        srcset=\"/static/db54215b49ff22fd0abe2e61e582fcc3/56d15/upper.png 200w,\n/static/db54215b49ff22fd0abe2e61e582fcc3/75fda/upper.png 282w\"\n        sizes=\"(max-width: 282px) 100vw, 282px\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;\"\n        loading=\"lazy\"\n        decoding=\"async\"\n      />\n  </a>\n    </span></p>\n<h3 id=\"lower\" style=\"position:relative;\"><a href=\"#lower\" aria-label=\"lower permalink\" class=\"anchor before\"><svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" version=\"1.1\" viewBox=\"0 0 16 16\" width=\"16\"><path fill-rule=\"evenodd\" d=\"M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z\"></path></svg></a>lower()</h3>\n<ul>\n<li><strong>Series.str.lower:</strong> Converts all characters to lowercase.</li>\n</ul>\n<pre class=\"grvsc-container synthwave-84\" data-language=\"py\" data-index=\"2\"><code class=\"grvsc-code\"><span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"1\"></span><span class=\"grvsc-source\"><span class=\"mtk15\">data[</span><span class=\"mtk16\">&quot;Store Code&quot;</span><span class=\"mtk15\">].str.</span><span class=\"mtk6\">lower</span><span class=\"mtk15\">()</span></span></span></code></pre>\n<p><strong>Output:</strong></p>\n<p><span\n      class=\"gatsby-resp-image-wrapper\"\n      style=\"position: relative; display: block; margin-left: auto; margin-right: auto; max-width: 323px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/6407683cd91898d1c9b7faa9e199b5a7/def35/lower.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-background-image\"\n    style=\"padding-bottom: 68%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Lowercase\"\n        title=\"Lowercase\"\n        src=\"/static/6407683cd91898d1c9b7faa9e199b5a7/def35/lower.png\"\n        srcset=\"/static/6407683cd91898d1c9b7faa9e199b5a7/56d15/lower.png 200w,\n/static/6407683cd91898d1c9b7faa9e199b5a7/def35/lower.png 323w\"\n        sizes=\"(max-width: 323px) 100vw, 323px\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;\"\n        loading=\"lazy\"\n        decoding=\"async\"\n      />\n  </a>\n    </span></p>\n<h3 id=\"title\" style=\"position:relative;\"><a href=\"#title\" aria-label=\"title permalink\" class=\"anchor before\"><svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" version=\"1.1\" viewBox=\"0 0 16 16\" width=\"16\"><path fill-rule=\"evenodd\" d=\"M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z\"></path></svg></a>title()</h3>\n<ul>\n<li><strong>Series.str.title:</strong> Converts the first character of each word to uppercase and remaining to lowercase.</li>\n</ul>\n<pre class=\"grvsc-container synthwave-84\" data-language=\"py\" data-index=\"3\"><code class=\"grvsc-code\"><span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"1\"></span><span class=\"grvsc-source\"><span class=\"mtk15\">data[</span><span class=\"mtk16\">&quot;City&quot;</span><span class=\"mtk15\">].str.</span><span class=\"mtk6\">title</span><span class=\"mtk15\">()</span></span></span></code></pre>\n<p><strong>Output:</strong></p>\n<p><span\n      class=\"gatsby-resp-image-wrapper\"\n      style=\"position: relative; display: block; margin-left: auto; margin-right: auto; max-width: 277px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/1704e7fecdf3da81f4c5f10b9c293f35/d4c85/title.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-background-image\"\n    style=\"padding-bottom: 78.5%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Title\"\n        title=\"Title\"\n        src=\"/static/1704e7fecdf3da81f4c5f10b9c293f35/d4c85/title.png\"\n        srcset=\"/static/1704e7fecdf3da81f4c5f10b9c293f35/56d15/title.png 200w,\n/static/1704e7fecdf3da81f4c5f10b9c293f35/d4c85/title.png 277w\"\n        sizes=\"(max-width: 277px) 100vw, 277px\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;\"\n        loading=\"lazy\"\n        decoding=\"async\"\n      />\n  </a>\n    </span></p>\n<h3 id=\"len\" style=\"position:relative;\"><a href=\"#len\" aria-label=\"len permalink\" class=\"anchor before\"><svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" version=\"1.1\" viewBox=\"0 0 16 16\" width=\"16\"><path fill-rule=\"evenodd\" d=\"M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z\"></path></svg></a>len()</h3>\n<ul>\n<li><strong>Series.str.len:</strong> Returns the length of each element in the Series.</li>\n</ul>\n<pre class=\"grvsc-container synthwave-84\" data-language=\"py\" data-index=\"4\"><code class=\"grvsc-code\"><span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"1\"></span><span class=\"grvsc-source\"><span class=\"mtk15\">data[</span><span class=\"mtk16\">&quot;City&quot;</span><span class=\"mtk15\">].str.</span><span class=\"mtk6\">len</span><span class=\"mtk15\">()</span></span></span></code></pre>\n<p><span\n      class=\"gatsby-resp-image-wrapper\"\n      style=\"position: relative; display: block; margin-left: auto; margin-right: auto; max-width: 274px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/9263e3dd0e798614bf5e9999aa5dee3f/64b85/len.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-background-image\"\n    style=\"padding-bottom: 77.99999999999999%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAQCAIAAACZeshMAAAACXBIWXMAAA7DAAAOwwHHb6hkAAABGElEQVQoz52TW2+DMAyF+f+/cGIdtECIE0wujKqMxs7ErVMrrSuz8mA/fDonx0kyQDnq+kuWI2oiMsYwxxgjM3vveRl+qWRs9dU088EQrqKWK0wkAeg5fDcxWedoU+667ikbk8i8nlkNG+StB6V2KDOTadsbrJTeZZtbY+h/MBPVW0iTbQCil2Eistby5kIqFYhehkMAgBvsfbfPdjsFtq7KWbcPnl7Ylrz37q8939uuqmoJiUJAxB3KFIJukOaQLKIQklYXaz30P/AikZ9OjXHrg7F2x6oi8+Hwkb6n3fl86T9rUSM6ZgIJDSKACoEMNhJEMd/uAY5a6zR9Q2PPfa+1yvJiGC6iEtnxmOXFOI6odVkV1fT5+BtHK6wllrYv5gAAAABJRU5ErkJggg=='); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Len\"\n        title=\"Len\"\n        src=\"/static/9263e3dd0e798614bf5e9999aa5dee3f/64b85/len.png\"\n        srcset=\"/static/9263e3dd0e798614bf5e9999aa5dee3f/56d15/len.png 200w,\n/static/9263e3dd0e798614bf5e9999aa5dee3f/64b85/len.png 274w\"\n        sizes=\"(max-width: 274px) 100vw, 274px\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;\"\n        loading=\"lazy\"\n        decoding=\"async\"\n      />\n  </a>\n    </span></p>\n<h3 id=\"replace\" style=\"position:relative;\"><a href=\"#replace\" aria-label=\"replace permalink\" class=\"anchor before\"><svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" version=\"1.1\" viewBox=\"0 0 16 16\" width=\"16\"><path fill-rule=\"evenodd\" d=\"M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z\"></path></svg></a>replace()</h3>\n<p>We will replace the character <del>D</del> in all the elements in the <del>Store Code</del> column with the character <del>D</del>.</p>\n<pre class=\"grvsc-container synthwave-84\" data-language=\"py\" data-index=\"5\"><code class=\"grvsc-code\"><span class=\"grvsc-line\"><span class=\"grvsc-gutter-pad\"></span><span class=\"grvsc-gutter grvsc-line-number\" aria-hidden=\"true\" data-content=\"1\"></span><span class=\"grvsc-source\"><span class=\"mtk15\">data[</span><span class=\"mtk16\">&quot;Store Code&quot;</span><span class=\"mtk15\">].str.</span><span class=\"mtk6\">replace</span><span class=\"mtk15\">(</span><span class=\"mtk16\">&quot;Z&quot;</span><span class=\"mtk15\">, </span><span class=\"mtk16\">&quot;D&quot;</span><span class=\"mtk15\">)</span></span></span></code></pre>\n<p><strong>Output:</strong></p>\n<p><span\n      class=\"gatsby-resp-image-wrapper\"\n      style=\"position: relative; display: block; margin-left: auto; margin-right: auto; max-width: 330px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/f6ff0cc1b924980e6fd4f6c7f4ffb7ad/748ba/replace.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-background-image\"\n    style=\"padding-bottom: 64.5%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAANCAIAAAAmMtkJAAAACXBIWXMAAA7DAAAOwwHHb6hkAAABFUlEQVQoz52Ra3ODIBBF8///XTUaS2eakDQqLCzgAzBGt9PY6etDa8o3dufM4V42F13H+hRO+6sSfdcZ64jIITJWoDH069nM0zSP43S50HQNMTZtS0RaiiRNQeEf8NdLCKFxDREhyDR5AIC36Tyvh91ifmJMaXOnuVnMkCbJuaxv4rVm75rFLLdpKqS6A/beW2sXOM9yIeA/hWkpWFFIeU/bwxDb21chwJFz0HYVvATruk4pTURKCsYeNdqP1Tx/Zn+f0PzTXNViyVzscrgVtvbZMYYsy7veI4jtNnspyxCCRhzi0LjWGOt7PwwDKLDOxRi/weM4Hg77SsgY+qoWiMZawzk3aFAj50eQ4L3f8+dzVXrvXwFm6fQqDVM/HgAAAABJRU5ErkJggg=='); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Replace\"\n        title=\"Replace\"\n        src=\"/static/f6ff0cc1b924980e6fd4f6c7f4ffb7ad/748ba/replace.png\"\n        srcset=\"/static/f6ff0cc1b924980e6fd4f6c7f4ffb7ad/56d15/replace.png 200w,\n/static/f6ff0cc1b924980e6fd4f6c7f4ffb7ad/748ba/replace.png 330w\"\n        sizes=\"(max-width: 330px) 100vw, 330px\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;\"\n        loading=\"lazy\"\n        decoding=\"async\"\n      />\n  </a>\n    </span></p>\n<style class=\"grvsc-styles\">\n  .grvsc-container {\n    overflow: auto;\n    position: relative;\n    -webkit-overflow-scrolling: touch;\n    padding-top: 1rem;\n    padding-top: var(--grvsc-padding-top, var(--grvsc-padding-v, 1rem));\n    padding-bottom: 1rem;\n    padding-bottom: var(--grvsc-padding-bottom, var(--grvsc-padding-v, 1rem));\n    border-radius: 8px;\n    border-radius: var(--grvsc-border-radius, 8px);\n    font-feature-settings: normal;\n    line-height: 1.4;\n  }\n  \n  .grvsc-code {\n    display: table;\n  }\n  \n  .grvsc-line {\n    display: table-row;\n    box-sizing: border-box;\n    width: 100%;\n    position: relative;\n  }\n  \n  .grvsc-line > * {\n    position: relative;\n  }\n  \n  .grvsc-gutter-pad {\n    display: table-cell;\n    padding-left: 0.75rem;\n    padding-left: calc(var(--grvsc-padding-left, var(--grvsc-padding-h, 1.5rem)) / 2);\n  }\n  \n  .grvsc-gutter {\n    display: table-cell;\n    -webkit-user-select: none;\n    -moz-user-select: none;\n    user-select: none;\n  }\n  \n  .grvsc-gutter::before {\n    content: attr(data-content);\n  }\n  \n  .grvsc-source {\n    display: table-cell;\n    padding-left: 1.5rem;\n    padding-left: var(--grvsc-padding-left, var(--grvsc-padding-h, 1.5rem));\n    padding-right: 1.5rem;\n    padding-right: var(--grvsc-padding-right, var(--grvsc-padding-h, 1.5rem));\n  }\n  \n  .grvsc-source:empty::after {\n    content: ' ';\n    -webkit-user-select: none;\n    -moz-user-select: none;\n    user-select: none;\n  }\n  \n  .grvsc-gutter + .grvsc-source {\n    padding-left: 0.75rem;\n    padding-left: calc(var(--grvsc-padding-left, var(--grvsc-padding-h, 1.5rem)) / 2);\n  }\n  \n  /* Line transformer styles */\n  \n  .grvsc-has-line-highlighting > .grvsc-code > .grvsc-line::before {\n    content: ' ';\n    position: absolute;\n    width: 100%;\n  }\n  \n  .grvsc-line-diff-add::before {\n    background-color: var(--grvsc-line-diff-add-background-color, rgba(0, 255, 60, 0.2));\n  }\n  \n  .grvsc-line-diff-del::before {\n    background-color: var(--grvsc-line-diff-del-background-color, rgba(255, 0, 20, 0.2));\n  }\n  \n  .grvsc-line-number {\n    padding: 0 2px;\n    text-align: right;\n    opacity: 0.7;\n  }\n  \n  .synthwave-84 { background-color: #262335; }\n  .synthwave-84 .mtk10 { color: #FEDE5D; }\n  .synthwave-84 .mtk15 { color: #FF7EDBFF; }\n  .synthwave-84 .mtk12 { color: #FFFFFFEE; }\n  .synthwave-84 .mtk6 { color: #36F9F6; }\n  .synthwave-84 .mtk16 { color: #FF8B39; }\n  .synthwave-84 .grvsc-line-highlighted::before {\n    background-color: var(--grvsc-line-highlighted-background-color, rgba(255, 255, 255, 0.1));\n    box-shadow: inset var(--grvsc-line-highlighted-border-width, 4px) 0 0 0 var(--grvsc-line-highlighted-border-color, rgba(255, 255, 255, 0.5));\n  }\n</style>","frontmatter":{"title":"Pandas - Common String Methods","date":"2021-08-13"}}},"pageContext":{"slug":"/pandas-common-string-methods/","prev":{"fields":{"slug":"/pandas-series-broadcasting-operations/"},"frontmatter":{"modules":null}},"next":{"fields":{"slug":"/pandas-series-filtering-with-string-methods/"},"frontmatter":{"modules":null}}}},
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