{
    "componentChunkName": "component---src-templates-blog-post-js",
    "path": "/convert-floating-point-numbers-to-integers-in-pandas/",
    "result": {"data":{"markdownRemark":{"html":"<p>Below, we have read the <del>budget.xlsx</del> file to 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=\"mtk15\">budget </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=\"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\">budget</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: 572px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/c7f7e0c160011b174512a3bb74abc35d/698d8/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: 67.5%; 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/c7f7e0c160011b174512a3bb74abc35d/698d8/budget.png\"\n        srcset=\"/static/c7f7e0c160011b174512a3bb74abc35d/56d15/budget.png 200w,\n/static/c7f7e0c160011b174512a3bb74abc35d/d9f49/budget.png 400w,\n/static/c7f7e0c160011b174512a3bb74abc35d/698d8/budget.png 572w\"\n        sizes=\"(max-width: 572px) 100vw, 572px\"\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<p>Both <del>July’19 Budget</del> &#x26; <del>July’19 Achievement</del> columns contain floating point numbers. Our goal is to convert them from floating point numbers to integers.</p>\n<p>Notice that the <del>July’19 Budget</del> column contains missing values. Let’s see what happens if we try to convert the floating point numbers only in the <del>July’19 Budget</del> column to integers using the <del>astype()</del> method.</p>\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\">budget[</span><span class=\"mtk16\">&quot;July&#39;19 Budget&quot;</span><span class=\"mtk15\">].</span><span class=\"mtk6\">astype</span><span class=\"mtk15\">(</span><span class=\"mtk16\">&quot;int&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: 728px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/ba5fff97e39d06cf005dcc5170f6e08d/0b3a5/astypeError.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: 27%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAFCAIAAADKYVtkAAAACXBIWXMAAA7DAAAOwwHHb6hkAAAA1ElEQVQY0zXHSW7EMAwAQf//hTkkgGHLiSWRIrVY+xLMANPoS23RshKHPnY4D+vIpeCir6Xk1pz3ZIxldtZZ5uAdE9Va1qct1QSexC2E+rvI/UjzLZEIb0D0efS+1prvP700395KK4IleKM9Sgv0sA4GAtnkIBiK1sen9GFzs3GY0F0aLk0KvbSx9dm/1F56nWtZR3BdTilWCk6B54lCmEtYxJhiCD6m+DwhhJBynnNuY46d7zraWiuX/AuSiZhJa42gpJSglTEIL2oyiKABUVKsrf0DoYUcNWmu524AAAAASUVORK5CYII='); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Budget\"\n        title=\"Budget\"\n        src=\"/static/ba5fff97e39d06cf005dcc5170f6e08d/0b3a5/astypeError.png\"\n        srcset=\"/static/ba5fff97e39d06cf005dcc5170f6e08d/56d15/astypeError.png 200w,\n/static/ba5fff97e39d06cf005dcc5170f6e08d/d9f49/astypeError.png 400w,\n/static/ba5fff97e39d06cf005dcc5170f6e08d/0b3a5/astypeError.png 728w\"\n        sizes=\"(max-width: 728px) 100vw, 728px\"\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<blockquote>\n<p>We received an error, because the <del>astype()</del> method doesn’t work on a Series with null values.</p>\n</blockquote>\n<p>So, first, we will have to fill the null values and then apply the <del>astype()</del> method.</p>\n<h6 id=\"learn-how-to-fill-in-null-vales-in-pandas-dataframe-in-my-blog-post-here\" style=\"position:relative;\"><a href=\"#learn-how-to-fill-in-null-vales-in-pandas-dataframe-in-my-blog-post-here\" aria-label=\"learn how to fill in null vales in pandas dataframe in my blog post here 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>Learn how to fill in null vales in Pandas DataFrame in my blog post <a href=\"https://hemanta.io/fill-in-null-values-in-a-pandas-dataframe-using-the-fillna-method/\">here</a>.</h6>\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\">budget[</span><span class=\"mtk16\">&quot;July&#39;19 Budget&quot;</span><span class=\"mtk15\">].</span><span class=\"mtk6\">fillna</span><span class=\"mtk15\">(</span><span class=\"mtk8 mtki\">value</span><span class=\"mtk15\"> </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> </span><span class=\"mtk5\">0</span><span class=\"mtk15\">).</span><span class=\"mtk6\">astype</span><span class=\"mtk15\">(</span><span class=\"mtk16\">&quot;int&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: 373px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/1d47932a8c0cf84027249dbbe8a5affc/dcf6b/integer.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: 67%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAANCAIAAAAmMtkJAAAACXBIWXMAAA7DAAAOwwHHb6hkAAAA40lEQVQoz5WRUW/DIAyE+///Y7a1TaURDAYckwABbx2dFPUpOfFixKc7H5ealuJxoyA5GYu11pzy9esqB3TZDyGEbdukCQC01g7Arb2OCHVYxICptR517j7oXemwMcecd7Dzrjs778/Dzm3lCVvEehzuIqLuDACndzbGlFJ67adjAwDH2FpT3+rEP3d4Ag3WiojSul++tBv+n7d32CISkYjoSZ+OrdQ0DAMzP273ZwhE0DB8fBqDPNNtHL33TPQY78zxve11Xf8622JkmudlXWaiaVIzc07JIjLHnFMIPqX8C/8APrv9vHsbVZsAAAAASUVORK5CYII='); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Budget\"\n        title=\"Budget\"\n        src=\"/static/1d47932a8c0cf84027249dbbe8a5affc/dcf6b/integer.png\"\n        srcset=\"/static/1d47932a8c0cf84027249dbbe8a5affc/56d15/integer.png 200w,\n/static/1d47932a8c0cf84027249dbbe8a5affc/dcf6b/integer.png 373w\"\n        sizes=\"(max-width: 373px) 100vw, 373px\"\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<p>We have successfully converted the floating point numbers to integers. We have a small problem though.</p>\n<p>We want the floating point numbers to be converted to the next largest integer. We want <del>10.904</del> to be converted to <del>11</del>, <del>15.720</del> to <del>16</del> and so on.</p>\n<p>We can achieve this using the <del>round()</del> method as shown below:</p>\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\">budget[</span><span class=\"mtk16\">&quot;July&#39;19 Budget&quot;</span><span class=\"mtk15\">].</span><span class=\"mtk6\">fillna</span><span class=\"mtk15\">(</span><span class=\"mtk8 mtki\">value</span><span class=\"mtk15\"> </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> </span><span class=\"mtk5\">0</span><span class=\"mtk15\">).</span><span class=\"mtk6\">round</span><span class=\"mtk15\">().</span><span class=\"mtk6\">astype</span><span class=\"mtk15\">(</span><span class=\"mtk16\">&quot;int&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: 369px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/3815a2cddb33f0e0101d157e579fdc3d/d8ad8/integerRounded.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,iVBORw0KGgoAAAANSUhEUgAAABQAAAAOCAIAAACgpqunAAAACXBIWXMAAA7DAAAOwwHHb6hkAAAA+klEQVQoz5WS2XLDIAxF8//fmHZqFyfFZrEQi6C11bGp0/SphgdGo+FouZdLloJEv1jjHMaYmNkYSznziXNZMy2UePkKISQiZr6LW62yrus/8OOR9z6ljVFK+RDb4HDAKUaivOf5LIzexx1GdClRG+zDT2cHcMCnx3YAYV8VEatyDXAMkXbGWhtaBYOjcybKpZzy+VcwRABk5tmaqlzLzs69DzdmlvIjPgn2fHONjviPVaNSdf5mtQHgen0ppdwHoSaF3jvntNJyVKV8zjBvf57II2qtcy4PeCtDlPquQ/Qe3TRNswNtjOj717cuEWmjxTCErSLIUVYvvwGB1zdh2IfRDwAAAABJRU5ErkJggg=='); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Budget\"\n        title=\"Budget\"\n        src=\"/static/3815a2cddb33f0e0101d157e579fdc3d/d8ad8/integerRounded.png\"\n        srcset=\"/static/3815a2cddb33f0e0101d157e579fdc3d/56d15/integerRounded.png 200w,\n/static/3815a2cddb33f0e0101d157e579fdc3d/d8ad8/integerRounded.png 369w\"\n        sizes=\"(max-width: 369px) 100vw, 369px\"\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<p>Note that the <del>astype()</del> method does not have an <del>inplace</del> parameter. So, in order to make the change permanent, we will have to assign the <del>July’19 Budget</del> Series to the new Series.</p>\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\">budget[</span><span class=\"mtk16\">&quot;July&#39;19 Budget&quot;</span><span class=\"mtk15\">] </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> budget[</span><span class=\"mtk16\">&quot;July&#39;19 Budget&quot;</span><span class=\"mtk15\">].</span><span class=\"mtk6\">fillna</span><span class=\"mtk15\">(</span><span class=\"mtk8 mtki\">value</span><span class=\"mtk15\"> </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> </span><span class=\"mtk5\">0</span><span class=\"mtk15\">).</span><span class=\"mtk6\">round</span><span class=\"mtk15\">().</span><span class=\"mtk6\">astype</span><span class=\"mtk15\">(</span><span class=\"mtk16\">&quot;int&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=\"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\">budget</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: 573px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/bca09a70f30b782956a045ff2f65cab0/f5c00/integerPermanent.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: 67.5%; 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/bca09a70f30b782956a045ff2f65cab0/f5c00/integerPermanent.png\"\n        srcset=\"/static/bca09a70f30b782956a045ff2f65cab0/56d15/integerPermanent.png 200w,\n/static/bca09a70f30b782956a045ff2f65cab0/d9f49/integerPermanent.png 400w,\n/static/bca09a70f30b782956a045ff2f65cab0/f5c00/integerPermanent.png 573w\"\n        sizes=\"(max-width: 573px) 100vw, 573px\"\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<p>Let’s check the data types:</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\">budget.dtypes</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: 334px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/f35a8628f1f6ee7d70929ac32da37e66/ce235/dtype.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: 35%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAHCAIAAACHqfpvAAAACXBIWXMAAA7DAAAOwwHHb6hkAAABFUlEQVQY03WQ2W6DMBBF8/+/1jwkKITFgENZAklsAwaPsWtPRaqoi9TzNNLo6i47I5juqrWtPgQHtTRt1ffdKHhOMjFMiOi9xxfWrLQs67oZJ4mIO2+N08ppQGuVWlKSdd3NOSfnBVaDv1m1Dk5RnGQPxjfxz59Wqi7S4dE2NGf3frN1xhvwq/IG0K1a8jA45HHMbv1T7P2WzDlEVLx/T2N2rWgUFMmZkpim4aoXRIsG0IA30F6KNDrdqxy9ezk/i+mJ0zBgddkWybUk0fHtfNxXWXxJwvF2RQusLWkUnI/7Jou/Y3+tMs9zRpI8zwfBi4ISQpq6EWLgQhiz9QcAOU1SSg3wt7O1dppGztnzkJxzAI3/8wkxT4xjZ/5Z3gAAAABJRU5ErkJggg=='); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Budget\"\n        title=\"Budget\"\n        src=\"/static/f35a8628f1f6ee7d70929ac32da37e66/ce235/dtype.png\"\n        srcset=\"/static/f35a8628f1f6ee7d70929ac32da37e66/56d15/dtype.png 200w,\n/static/f35a8628f1f6ee7d70929ac32da37e66/ce235/dtype.png 334w\"\n        sizes=\"(max-width: 334px) 100vw, 334px\"\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<p>Similarly, we can also change the floating point numbers in the <del>July’19 Achievement</del> column to integers.</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 .mtki { font-style: italic; }\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 .mtk8 { color: #72F1B8; }\n  .synthwave-84 .mtk5 { color: #F97E72; }\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":"Convert Floating Point Numbers to Integers in Pandas","date":"2021-08-07"}}},"pageContext":{"slug":"/convert-floating-point-numbers-to-integers-in-pandas/","prev":{"fields":{"slug":"/remove-duplicate-rows-from-a-pandas-dataframe/"},"frontmatter":{"modules":null}},"next":{"fields":{"slug":"/delete-rows-with-null-values-in-a-pandas-dataframe/"},"frontmatter":{"modules":null}}}},
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