{"id":256465,"date":"2024-06-14T19:50:50","date_gmt":"2024-06-14T19:50:50","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=256465"},"modified":"2024-06-14T19:50:50","modified_gmt":"2024-06-14T19:50:50","slug":"how-to-call-only-last-value-in-a-column-pandas","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/how-to-call-only-last-value-in-a-column-pandas\/","title":{"rendered":"How to call only last value in a column Pandas?"},"content":{"rendered":"<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-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/namso-gen.co\/blog\/how-to-call-only-last-value-in-a-column-pandas\/#How_to_Call_Only_Last_Value_in_a_Column_in_Pandas\" title=\"How to Call Only Last Value in a Column in Pandas?\">How to Call Only Last Value in a Column in Pandas?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/namso-gen.co\/blog\/how-to-call-only-last-value-in-a-column-pandas\/#Method_1_Using_iloc\" title=\"Method 1: Using iloc\">Method 1: Using iloc<\/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-call-only-last-value-in-a-column-pandas\/#Method_2_Using_tail\" title=\"Method 2: Using tail\">Method 2: Using tail<\/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-call-only-last-value-in-a-column-pandas\/#Other_Frequently_Asked_Questions\" title=\"Other Frequently Asked Questions:\">Other Frequently Asked Questions:<\/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-call-only-last-value-in-a-column-pandas\/#1_How_to_call_the_last_value_in_a_specific_column_using_a_specific_condition\" title=\"1. How to call the last value in a specific column using a specific condition?\">1. How to call the last value in a specific column using a specific condition?<\/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-call-only-last-value-in-a-column-pandas\/#2_Can_you_use_the_at_method_to_obtain_the_last_value_in_a_column\" title=\"2. Can you use the `at` method to obtain the last value in a column?\">2. Can you use the `at` method to obtain the last value in a column?<\/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-call-only-last-value-in-a-column-pandas\/#3_Can_you_directly_access_the_last_value_using_negative_indexing_on_the_column\" title=\"3. Can you directly access the last value using negative indexing on the column?\">3. Can you directly access the last value using negative indexing on the column?<\/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-call-only-last-value-in-a-column-pandas\/#4_Is_there_a_difference_between_iloc_and_tail_methods_for_calling_the_last_value\" title=\"4. Is there a difference between `iloc` and `tail` methods for calling the last value?\">4. Is there a difference between `iloc` and `tail` methods for calling the last value?<\/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-call-only-last-value-in-a-column-pandas\/#5_How_to_call_the_last_value_in_multiple_columns_simultaneously\" title=\"5. How to call the last value in multiple columns simultaneously?\">5. How to call the last value in multiple columns simultaneously?<\/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-call-only-last-value-in-a-column-pandas\/#6_Can_you_obtain_the_last_value_in_a_column_without_knowing_its_label_or_position\" title=\"6. Can you obtain the last value in a column without knowing its label or position?\">6. Can you obtain the last value in a column without knowing its label or position?<\/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-call-only-last-value-in-a-column-pandas\/#7_What_if_the_DataFrame_is_empty_Will_these_methods_work\" title=\"7. What if the DataFrame is empty? Will these methods work?\">7. What if the DataFrame is empty? Will these methods work?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/namso-gen.co\/blog\/how-to-call-only-last-value-in-a-column-pandas\/#8_Does_the_order_of_rows_in_a_DataFrame_affect_the_result\" title=\"8. Does the order of rows in a DataFrame affect the result?\">8. Does the order of rows in a DataFrame affect the result?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/namso-gen.co\/blog\/how-to-call-only-last-value-in-a-column-pandas\/#9_Can_you_modify_the_existing_DataFrame_while_calling_the_last_value\" title=\"9. Can you modify the existing DataFrame while calling the last value?\">9. Can you modify the existing DataFrame while calling the last value?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/namso-gen.co\/blog\/how-to-call-only-last-value-in-a-column-pandas\/#10_Are_there_any_other_methods_to_select_the_last_value_in_a_column\" title=\"10. Are there any other methods to select the last value in a column?\">10. Are there any other methods to select the last value in a column?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/namso-gen.co\/blog\/how-to-call-only-last-value-in-a-column-pandas\/#11_How_to_retrieve_the_last_n_values_in_a_column\" title=\"11. How to retrieve the last n values in a column?\">11. How to retrieve the last n values in a column?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/namso-gen.co\/blog\/how-to-call-only-last-value-in-a-column-pandas\/#12_Can_you_fetch_the_last_value_from_more_complex_DataFrame_structures\" title=\"12. Can you fetch the last value from more complex DataFrame structures?\">12. Can you fetch the last value from more complex DataFrame structures?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"How_to_Call_Only_Last_Value_in_a_Column_in_Pandas\"><\/span>How to Call Only Last Value in a Column in Pandas?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Pandas, a popular Python library, provides powerful data manipulation and analysis tools. If you&#8217;re working with Panda&#8217;s DataFrame and need to retrieve only the last value in a specific column, there are various methods you can use. In this article, we will explore these methods and highlight the most straightforward one to call the last value in a column.<\/p>\n<p>To get started, make sure you have pandas installed. You can install it using pip by running the following command:<\/p>\n<p>&#8220;`python<br \/>\npip install pandas<br \/>\n&#8220;`<\/p>\n<p>Now, let&#8217;s dive into the different techniques you can employ.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Method_1_Using_iloc\"><\/span>Method 1: Using iloc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nOne straightforward approach is to leverage the `iloc` indexer. This indexer allows you to access elements in a DataFrame based on their integer positions. By combining `iloc` with the column index, you can quickly retrieve the last value in the desired column. Here&#8217;s an example:<\/p>\n<p>&#8220;`python<br \/>\nimport pandas as pd<\/p>\n<p># Create a sample DataFrame<br \/>\ndata = {&#8216;Name&#8217;: [&#8216;John&#8217;, &#8216;Alice&#8217;, &#8216;Bob&#8217;, &#8216;Emily&#8217;],<br \/>\n        &#8216;Age&#8217;: [25, 30, 35, 40]}<br \/>\ndf = pd.DataFrame(data)<\/p>\n<p># Get the last value in the &#8216;Age&#8217; column using iloc<br \/>\nlast_value = df.iloc[-1][&#8216;Age&#8217;]<br \/>\nprint(last_value)<br \/>\n&#8220;`<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Method_2_Using_tail\"><\/span><strong>Method 2: Using tail<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nAnother convenient method to call the last value in a column is by utilizing the `tail` method. The `tail` method allows you to select the last n rows in a DataFrame, where n is the specified number of rows. By combining it with column indexing, you can obtain the last row and extract the desired value. Here&#8217;s an example:<\/p>\n<p>&#8220;`python<br \/>\nimport pandas as pd<\/p>\n<p># Create a sample DataFrame<br \/>\ndata = {&#8216;Name&#8217;: [&#8216;John&#8217;, &#8216;Alice&#8217;, &#8216;Bob&#8217;, &#8216;Emily&#8217;],<br \/>\n        &#8216;Age&#8217;: [25, 30, 35, 40]}<br \/>\ndf = pd.DataFrame(data)<\/p>\n<p># Get the last value in the &#8216;Age&#8217; column using tail<br \/>\nlast_value = df[&#8216;Age&#8217;].tail(1).values[0]<br \/>\nprint(last_value)<br \/>\n&#8220;`<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Other_Frequently_Asked_Questions\"><\/span>Other Frequently Asked Questions:<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_How_to_call_the_last_value_in_a_specific_column_using_a_specific_condition\"><\/span>1. How to call the last value in a specific column using a specific condition?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nTo call the last value in a column based on a specific condition, you can filter the DataFrame using that condition and then apply one of the aforementioned methods to retrieve the last value.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Can_you_use_the_at_method_to_obtain_the_last_value_in_a_column\"><\/span>2. Can you use the `at` method to obtain the last value in a column?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, the `at` method is not suitable for retrieving the last value in a column since it is designed to target a specific cell given its row and column labels.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Can_you_directly_access_the_last_value_using_negative_indexing_on_the_column\"><\/span>3. Can you directly access the last value using negative indexing on the column?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, negative indexing on a column will return the column itself, not the last value within it. You need to use one of the methods we discussed above.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Is_there_a_difference_between_iloc_and_tail_methods_for_calling_the_last_value\"><\/span>4. Is there a difference between `iloc` and `tail` methods for calling the last value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, there is a difference. While `iloc` selects the last row based on its position, `tail` returns a specified number of rows from the end. Thus, `tail` can select multiple rows while `iloc` returns only the last row.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_How_to_call_the_last_value_in_multiple_columns_simultaneously\"><\/span>5. How to call the last value in multiple columns simultaneously?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nTo retrieve the last value in multiple columns at once, you can pass a list of column names to either the `iloc` or `tail` method.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Can_you_obtain_the_last_value_in_a_column_without_knowing_its_label_or_position\"><\/span>6. Can you obtain the last value in a column without knowing its label or position?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, you need to have either the column label or its position to call the last value in a column using the provided methods.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_What_if_the_DataFrame_is_empty_Will_these_methods_work\"><\/span>7. What if the DataFrame is empty? Will these methods work?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the DataFrame is empty, calling the last value in a column using these methods will result in an `IndexError` since there are no rows or elements to access.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Does_the_order_of_rows_in_a_DataFrame_affect_the_result\"><\/span>8. Does the order of rows in a DataFrame affect the result?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, the order of rows in a DataFrame does affect the result when calling the last value. If the rows are in a different order, the last value would correspond to a different entry.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Can_you_modify_the_existing_DataFrame_while_calling_the_last_value\"><\/span>9. Can you modify the existing DataFrame while calling the last value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYou can modify the DataFrame before or after calling the last value, but it won&#8217;t impact the result itself since you are referencing a specific value within the DataFrame.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_Are_there_any_other_methods_to_select_the_last_value_in_a_column\"><\/span>10. Are there any other methods to select the last value in a column?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nWhile the methods mentioned above are the most common and straightforward ones, there might be alternative approaches depending on your specific requirements and the structure of your DataFrame.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_How_to_retrieve_the_last_n_values_in_a_column\"><\/span>11. How to retrieve the last n values in a column?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nTo retrieve the last n values in a column, you can adjust the `tail` method&#8217;s argument accordingly. For example, `df[&#8216;Age&#8217;].tail(n).values` would return the last n values in the &#8216;Age&#8217; column.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Can_you_fetch_the_last_value_from_more_complex_DataFrame_structures\"><\/span>12. Can you fetch the last value from more complex DataFrame structures?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, the methods presented here apply to complex DataFrame structures as well. As long as you specify the correct column or condition, you can obtain the last value in a column irrespective of the DataFrame&#8217;s complexity.<\/p>\n<p>In conclusion, if you need to call the last value in a column in Pandas, you can use techniques such as `iloc` or `tail`. These methods provide a straightforward way to access the desired value, helping you efficiently analyze and manipulate your data.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>How to Call Only Last Value in a Column in Pandas? Pandas, a popular Python library, provides powerful data manipulation and analysis tools. If you&#8217;re working with Panda&#8217;s DataFrame and need to retrieve only the last value in a specific column, there are various methods you can use. In this article, we will explore these &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"How to call only last value in a column Pandas?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/how-to-call-only-last-value-in-a-column-pandas\/#more-256465\">Read more<span class=\"screen-reader-text\">How to call only last value in a column Pandas?<\/span><\/a><\/p>\n","protected":false},"author":65,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-256465","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 call only last value in a column Pandas?<\/title>\n<meta name=\"description\" content=\"How to Call Only Last Value in a Column in Pandas? 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