{
    "componentChunkName": "component---src-templates-blog-post-js",
    "path": "/fill-in-null-values-in-a-pandas-dataframe-using-the-fillna-method/",
    "result": {"data":{"markdownRemark":{"html":"<p>Below, we have read the budget.xlsx file 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\">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=\"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\">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: 558px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/37ddf3c07ce586b673b03391c956b10e/65207/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: 69%; 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/37ddf3c07ce586b673b03391c956b10e/65207/budget.png\"\n        srcset=\"/static/37ddf3c07ce586b673b03391c956b10e/56d15/budget.png 200w,\n/static/37ddf3c07ce586b673b03391c956b10e/d9f49/budget.png 400w,\n/static/37ddf3c07ce586b673b03391c956b10e/65207/budget.png 558w\"\n        sizes=\"(max-width: 558px) 100vw, 558px\"\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 can see that there are missing values in the <del>LTL Flag</del> and the <del>July’19 Budget</del> columns.</p>\n<p>Let’s call the <del>fillna()</del> method on the <del>budget</del> DataFrame.</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=\"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=\"mtk8 mtki\">inplace</span><span class=\"mtk15\"> </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> </span><span class=\"mtk5\">True</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: 560px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/e7d1a86fa7650cc1347664e5e8500a20/6d7b8/naFilled.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: 69.5%; 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/e7d1a86fa7650cc1347664e5e8500a20/6d7b8/naFilled.png\"\n        srcset=\"/static/e7d1a86fa7650cc1347664e5e8500a20/56d15/naFilled.png 200w,\n/static/e7d1a86fa7650cc1347664e5e8500a20/d9f49/naFilled.png 400w,\n/static/e7d1a86fa7650cc1347664e5e8500a20/6d7b8/naFilled.png 560w\"\n        sizes=\"(max-width: 560px) 100vw, 560px\"\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>The missing values in both the columns have been filled with <del>0</del>. The value <del>0</del> in the <del>July’19 Budget</del> column makes sense, but not in the <del>LTL Flag</del> column.</p>\n<p>Let’s say we want to fill the missing values in the <del>July’19 Budget</del> column with <del>0</del> &#x26; in the <del>LTL Flag column</del> with the value <del>Not Available</del>.</p>\n<p>How can we fill missing values in different columns with different values?</p>\n<p>We can achieve this by passing a Python Dictionary to the <del>value</del> parameter.</p>\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\">values </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> {</span><span class=\"mtk16\">&quot;LTL Flag&quot;</span><span class=\"mtk15\"> : </span><span class=\"mtk16\">&quot;Not Available&quot;</span><span class=\"mtk15\">, </span><span class=\"mtk16\">&quot;July&#39;19 Budget&quot;</span><span class=\"mtk15\"> : </span><span class=\"mtk5\">0</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 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\"> values, </span><span class=\"mtk8 mtki\">inplace</span><span class=\"mtk15\"> </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> </span><span class=\"mtk5\">True</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\">budget</span></span></span></code></pre>\n<p>The keys in the dictionary are the column names where we want to fill the missing values in and the values in the dictionary are the values that we want the missing values to be filled with.</p>\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: 576px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/02858d94a2b9ba4ea1f801150fa3baf3/694da/naFilledDiff.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,iVBORw0KGgoAAAANSUhEUgAAABQAAAANCAIAAAAmMtkJAAAACXBIWXMAAA7DAAAOwwHHb6hkAAAB60lEQVQoz02SyY7bQAwF5/8/Locgngwgx5bcm2RJva/sLZA9sfOuBFFkkR+9t957yXnbtnEah2FY7gsh5PLnTMfL188f598ngvEwDKfTCSE0jeM0jafPz3VdP/ojOWfrXCmFEGKdRY+Yla34ymfUe7fGUkIg59paLYViIoT4bi6lWGtjjAST4AObGZ2X1rsLQWqdS7GSz9M5OpsAICWCkBDy3ey9TylRSlNKXHA2z61W552QorbmjabTJaWQc8k5M0qklO+xjTEhRoSxlJIQwpbFe4duiAvxrGKMQ4wpHWzGKOf8Rc7usfN9XY0x43id7/daq1RKad1aC8EzSgGglFJrXZZZKvUmK61CCIcnYzHGN4RyztronXOArLW6TVfvfXzAEbpt+/7/ziHnjDGJMWqtlvu99x5ilFq33oMR7PwLYjy4tRKM3rYPiNZP20KIaRpnRq3YVoa2heZcnHOMshDCc2eEEOevU+VstAHI67oqpShllBJOEb0OO8OtNWvtzBgA5EcoJeJlGyAJIQCAMuac4/tO2dx7jzEIJevxBYYx9sQCAMGYv8ZOKe2cp5gIIUrJ8XqZlyWEQBnlQpRStNLjOD5PlVK6TdPG/wmrpQTvAcBYm1IyRj8fTgjhwyEyhqC1/uYCKKVCjH8BOCzg7XISjxYAAAAASUVORK5CYII='); background-size: cover; display: block;\"\n  ></span>\n  <img\n        class=\"gatsby-resp-image-image\"\n        alt=\"Budget\"\n        title=\"Budget\"\n        src=\"/static/02858d94a2b9ba4ea1f801150fa3baf3/694da/naFilledDiff.png\"\n        srcset=\"/static/02858d94a2b9ba4ea1f801150fa3baf3/56d15/naFilledDiff.png 200w,\n/static/02858d94a2b9ba4ea1f801150fa3baf3/d9f49/naFilledDiff.png 400w,\n/static/02858d94a2b9ba4ea1f801150fa3baf3/694da/naFilledDiff.png 576w\"\n        sizes=\"(max-width: 576px) 100vw, 576px\"\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>fillna()</del> method can be called either on a DataFrame or a Series.</p>\n<p>Let’s fill the missing values only in the <del>July’19 Budget</del> column with <del>0</del>.</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=\"mtk8 mtki\">inplace</span><span class=\"mtk15\"> </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> </span><span class=\"mtk5\">True</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 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: 563px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/2045f152e8224836f45c8546591e0b7e/e80ce/naFilledSeries.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: 69%; 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/2045f152e8224836f45c8546591e0b7e/e80ce/naFilledSeries.png\"\n        srcset=\"/static/2045f152e8224836f45c8546591e0b7e/56d15/naFilledSeries.png 200w,\n/static/2045f152e8224836f45c8546591e0b7e/d9f49/naFilledSeries.png 400w,\n/static/2045f152e8224836f45c8546591e0b7e/e80ce/naFilledSeries.png 563w\"\n        sizes=\"(max-width: 563px) 100vw, 563px\"\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; 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