{"id":235021,"date":"2024-07-02T15:06:40","date_gmt":"2024-07-02T15:06:40","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=235021"},"modified":"2024-07-02T15:06:40","modified_gmt":"2024-07-02T15:06:40","slug":"how-to-get-the-row-with-max-value-in-pandas","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/","title":{"rendered":"How to get the row with max value in Pandas?"},"content":{"rendered":"<p>Getting the row with the maximum value in a Pandas DataFrame can be achieved using the `idxmax()` function along with `iloc[]`. This allows you to find the index of the row with the maximum value in a specific column, and then retrieve the entire row.<\/p>\n<p>Let&#8217;s go through the steps:<\/p>\n<p>1. **Find the index of the row with the maximum value in a specific column using `idxmax()`.**<br \/>\n2. **Use `iloc[]` to retrieve the entire row based on the index obtained in step 1.**<\/p>\n<p>Here&#8217;s an example code snippet to illustrate this:<\/p>\n<p>&#8220;`python<br \/>\nmax_index = df[&#8216;column_name&#8217;].idxmax()<br \/>\nrow_with_max_value = df.iloc[max_index]<br \/>\nprint(row_with_max_value)<br \/>\n&#8220;`<\/p>\n<p>This will output the row with the maximum value in the specified column.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_62 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_get_the_row_with_the_minimum_value_in_Pandas\" title=\"How to get the row with the minimum value in Pandas?\">How to get the row with the minimum value in Pandas?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_find_the_maximum_value_in_a_Pandas_DataFrame\" title=\"How to find the maximum value in a Pandas DataFrame?\">How to find the maximum value in a Pandas DataFrame?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_find_the_minimum_value_in_a_Pandas_DataFrame\" title=\"How to find the minimum value in a Pandas DataFrame?\">How to find the minimum value in a Pandas DataFrame?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_get_the_row_with_the_second_highest_value_in_Pandas\" title=\"How to get the row with the second highest value in Pandas?\">How to get the row with the second highest value in Pandas?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_get_the_row_with_the_lowest_value_in_Pandas\" title=\"How to get the row with the lowest value in Pandas?\">How to get the row with the lowest value in Pandas?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_find_the_maximum_value_in_a_Pandas_DataFrame_with_multiple_columns\" title=\"How to find the maximum value in a Pandas DataFrame with multiple columns?\">How to find the maximum value in a Pandas DataFrame with multiple columns?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_find_the_row_with_the_maximum_value_in_a_specific_column_and_specific_condition_in_Pandas\" title=\"How to find the row with the maximum value in a specific column and specific condition in Pandas?\">How to find the row with the maximum value in a specific column and specific condition in Pandas?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_get_the_index_of_the_row_with_the_maximum_value_in_Pandas\" title=\"How to get the index of the row with the maximum value in Pandas?\">How to get the index of the row with the maximum value in Pandas?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_get_the_row_with_the_nth_highest_value_in_Pandas\" title=\"How to get the row with the nth highest value in Pandas?\">How to get the row with the nth highest value in Pandas?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_get_the_row_with_the_nth_lowest_value_in_Pandas\" title=\"How to get the row with the nth lowest value in Pandas?\">How to get the row with the nth lowest value in Pandas?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#How_to_get_the_row_with_the_maximum_value_in_a_specific_column_and_display_a_specific_column\" title=\"How to get the row with the maximum value in a specific column and display a specific column?\">How to get the row with the maximum value in a specific column and display a specific column?<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"How_to_get_the_row_with_the_minimum_value_in_Pandas\"><\/span>How to get the row with the minimum value in Pandas?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To get the row with the minimum value in Pandas, you can use the `idxmin()` function along with `iloc[]`. This allows you to find the index of the row with the minimum value in a specific column, and then retrieve the entire row.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_find_the_maximum_value_in_a_Pandas_DataFrame\"><\/span>How to find the maximum value in a Pandas DataFrame?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To find the maximum value in a Pandas DataFrame, you can use the `max()` function on a specific column. This will return the maximum value in that column.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_find_the_minimum_value_in_a_Pandas_DataFrame\"><\/span>How to find the minimum value in a Pandas DataFrame?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To find the minimum value in a Pandas DataFrame, you can use the `min()` function on a specific column. This will return the minimum value in that column.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_get_the_row_with_the_second_highest_value_in_Pandas\"><\/span>How to get the row with the second highest value in Pandas?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To get the row with the second highest value in Pandas, you can sort the DataFrame in descending order and then use `iloc[]` to retrieve the second row.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_get_the_row_with_the_lowest_value_in_Pandas\"><\/span>How to get the row with the lowest value in Pandas?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To get the row with the lowest value in Pandas, you can use the `idxmin()` function along with `iloc[]` in a similar way as finding the row with the maximum value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_find_the_maximum_value_in_a_Pandas_DataFrame_with_multiple_columns\"><\/span>How to find the maximum value in a Pandas DataFrame with multiple columns?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To find the maximum value in a Pandas DataFrame with multiple columns, you can use the `max()` function on the entire DataFrame. This will return the maximum value across all columns.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_find_the_row_with_the_maximum_value_in_a_specific_column_and_specific_condition_in_Pandas\"><\/span>How to find the row with the maximum value in a specific column and specific condition in Pandas?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To find the row with the maximum value in a specific column based on a condition, you can use boolean indexing along with the `idxmax()` function and `iloc[]`.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_get_the_index_of_the_row_with_the_maximum_value_in_Pandas\"><\/span>How to get the index of the row with the maximum value in Pandas?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To get the index of the row with the maximum value in Pandas, you can directly use the `idxmax()` function on a specific column.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_get_the_row_with_the_nth_highest_value_in_Pandas\"><\/span>How to get the row with the nth highest value in Pandas?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To get the row with the nth highest value in Pandas, you can sort the DataFrame in descending order and then use `iloc[]` to retrieve the nth row.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_get_the_row_with_the_nth_lowest_value_in_Pandas\"><\/span>How to get the row with the nth lowest value in Pandas?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To get the row with the nth lowest value in Pandas, you can sort the DataFrame in ascending order and then use `iloc[]` to retrieve the nth row.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_to_get_the_row_with_the_maximum_value_in_a_specific_column_and_display_a_specific_column\"><\/span>How to get the row with the maximum value in a specific column and display a specific column?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To get the row with the maximum value in a specific column and display a specific column, you can use the index obtained from `idxmax()` to access the desired column along with `iloc[]`.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Getting the row with the maximum value in a Pandas DataFrame can be achieved using the `idxmax()` function along with `iloc[]`. This allows you to find the index of the row with the maximum value in a specific column, and then retrieve the entire row. Let&#8217;s go through the steps: 1. **Find the index of &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"How to get the row with max value in Pandas?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/how-to-get-the-row-with-max-value-in-pandas\/#more-235021\">Read more<span class=\"screen-reader-text\">How to get the row with max value in Pandas?<\/span><\/a><\/p>\n","protected":false},"author":59,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-235021","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learn","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to get the row with max value in Pandas?<\/title>\n<meta name=\"description\" content=\"Getting the row with the maximum value in a Pandas DataFrame can be achieved using the `idxmax()` function along with `iloc[]`. 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