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    "result": {"data":{"markdownRemark":{"html":"<p>Let’s read the <del>sales.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\">sales </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> pd.</span><span class=\"mtk6\">read_excel</span><span class=\"mtk15\">(</span><span class=\"mtk16\">&quot;sales.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\">sales</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: 290px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/207d534f13c3e8d684bc17ec04ec529a/bd800/daywiseSales.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: 114.5%; 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=\"Sales\"\n        title=\"Sales\"\n        src=\"/static/207d534f13c3e8d684bc17ec04ec529a/bd800/daywiseSales.png\"\n        srcset=\"/static/207d534f13c3e8d684bc17ec04ec529a/56d15/daywiseSales.png 200w,\n/static/207d534f13c3e8d684bc17ec04ec529a/bd800/daywiseSales.png 290w\"\n        sizes=\"(max-width: 290px) 100vw, 290px\"\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 say we want to find out the sales in the first week of August, 2020 (i.e. between 1stAugust’20 to 7th August’20).</p>\n<p>We can get the desired result using the <del>between()</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\">condition </span><span class=\"mtk12\">=</span><span class=\"mtk15\"> sales[</span><span class=\"mtk16\">&quot;Date&quot;</span><span class=\"mtk15\">].</span><span class=\"mtk6\">between</span><span class=\"mtk15\">(</span><span class=\"mtk16\">&quot;2020-08-01&quot;</span><span class=\"mtk15\">, </span><span class=\"mtk16\">&quot;2020-08-07&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\">condition</span></span></span></code></pre>\n<p>The <del>between()</del> method returns a boolean Series. Moreover, <strong>both the values passed to the method are inclusive.</strong></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: 258px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/ea48a7969c4edfad34ac85e181e4cea0/580b9/booleanSeries.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: 83.50000000000001%; 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=\"Boolean Series\"\n        title=\"Boolean Series\"\n        src=\"/static/ea48a7969c4edfad34ac85e181e4cea0/580b9/booleanSeries.png\"\n        srcset=\"/static/ea48a7969c4edfad34ac85e181e4cea0/56d15/booleanSeries.png 200w,\n/static/ea48a7969c4edfad34ac85e181e4cea0/580b9/booleanSeries.png 258w\"\n        sizes=\"(max-width: 258px) 100vw, 258px\"\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>Next, we pass the <del>condition</del> variable inside the squared brackets to get the filtered DataFrame.</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\">sales[condition]</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: 264px; \"\n    >\n      <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/132582933ef3880992b4c6130a288167/df2dd/range.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: 86.49999999999999%; 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=\"Range\"\n        title=\"Range\"\n        src=\"/static/132582933ef3880992b4c6130a288167/df2dd/range.png\"\n        srcset=\"/static/132582933ef3880992b4c6130a288167/56d15/range.png 200w,\n/static/132582933ef3880992b4c6130a288167/df2dd/range.png 264w\"\n        sizes=\"(max-width: 264px) 100vw, 264px\"\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":"Find Values Within a Range in a Pandas Series","date":"2021-08-10"}}},"pageContext":{"slug":"/find-values-within-a-range-in-a-pandas-series/","prev":{"fields":{"slug":"/delete-rows-or-columns-from-a-pandas-dataframe/"},"frontmatter":{"modules":null}},"next":{"fields":{"slug":"/pandas-nlargest-and-nsmallest-methods/"},"frontmatter":{"modules":null}}}},
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