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Adding a Column to a Pandas DataFrame

Publish Date:2025/04/12 Author:JIYIK Category:Python

In this tutorial, you will learn to add specific columns to a Pandas DataFrame. Before we start, let's create a dummy DataFrame to work with. Here, we make two DataFrames, namely dat1 and dat2 , and some entries. import pandas as pd dat1 =...

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Reverting from a multi-index to a single index in Pandas

Publish Date:2025/04/12 Author:JIYIK Category:Python

This tutorial teaches how to restore from a MultiIndex to a single index DataFrame in Pandas using Python. MultiIndex DataFrame, also known as multi-level and hierarchical DataFrame, allows users to have multiple columns that can identify a...

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Pandas DataFrame Reindex

Publish Date:2025/04/12 Author:JIYIK Category:Python

This tutorial explains how to pandas.DataFrame.reset_index() reset the index in a Pandas DataFrame using . reset_index() The method sets the index of the DataFrame to the default index, a number ranging from 0 to (DataFrame 中的行数-1)...

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Executing SQL Queries in Pandas

Publish Date:2025/04/12 Author:JIYIK Category:Python

SQL stands for Structured Query Language; it is a well-known language for interacting with relational databases. There are many ways to run SQL queries in Python. pandasql Run SQL queries in Python using This package has a method similar to...

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Split a string into two lists using str.split in Python Pandas

Publish Date:2025/04/12 Author:JIYIK Category:Python

Pandas has a method to split a string based on a separator/delimiter. We will use the pandas str.split() function. str.split() Split a string into two lists/columns using the function in Python Pandas The string can be saved as a list of Se...

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Convert Pandas Series Datetime to String in Python

Publish Date:2025/04/12 Author:JIYIK Category:Python

Pandas Series is a one-dimensional array that can hold any data type and label. Suppose you have a Pandas Series of String datetime objects. We can convert a String object to its string equivalent using strftime() the String function and so...

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Implementing callback functions in PHP

Publish Date:2025/04/12 Author:JIYIK Category:PHP

This article will show you how to create one or more callback functions and execute them using different built-in methods, user-defined functions, and static classes in PHP. Create a function in PHP callback and call_user_func execute it us...

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Sending Emails Using the Mail Form in PHP

Publish Date:2025/04/12 Author:JIYIK Category:PHP

This article will demonstrate installing sendmail the library and sending an email through the PHP mail form. Install sendmail to send email from PHP on local server PHP has a built-in function mail() to send emails. However, this function...

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Validating Email in PHP

Publish Date:2025/04/12 Author:JIYIK Category:PHP

We will introduce a method to validate email addresses in PHP using filter_var() the function and FILTER_VALIDATE_EMAIL filter name ID. filter_var() The function takes an email as the first parameter and a filter name FILTER_VALIDATE_EMAIL...

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Writing error log files in PHP

Publish Date:2025/04/12 Author:JIYIK Category:PHP

When we have a large web application running in production mode, we need to monitor all errors or potential errors that our users may face. The best way to keep an eye on all possible errors is to log them to a file as they occur. This arti...

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Validating phone numbers in PHP

Publish Date:2025/04/12 Author:JIYIK Category:PHP

PHP has two ways to validate phone numbers, one is regular expression regex and the other is filter the method. We can use to regex set a template and validate the phone number based on that template, but filter will only exclude the unwant...

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Run Shell Scripts and Open Shell Files in PHP

Publish Date:2025/04/12 Author:JIYIK Category:PHP

Run Shell Scripts and Open Shell Files in PHP

PHP allows us to use shell_exec(); the shell function to process files. However, if your operating system is Windows, you should consider using the popen() and pclose() functions, because pipes are executed in text mode, which usually preve...

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Sending attachments in emails using PHP

Publish Date:2025/04/12 Author:JIYIK Category:PHP

We will look at different ways to send attachments via email in PHP. PHPMailer Send attachments in email using We can use PHPMailer the SendEmail class to send emails, allowing us to send attachments. We can create an PHPMailer object of th...

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Running PHP on Mac

Publish Date:2025/04/12 Author:JIYIK Category:PHP

In this article, we'll show you how to run PHP on your Mac. php -S Run PHP on Mac using command PHP is a server-side language. It runs on a server. Therefore, it requires a web server to run. There are different web servers like Apache HTTP...

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Grouping and Sorting in Pandas

Publish Date:2025/04/12 Author:JIYIK Category:Python

This tutorial explored the concept of grouping data in a DataFrame and sorting it in Pandas. Grouping and Sorting DataFrame in Pandas As we know, Pandas is an advanced data analysis tool or package extension in Python. Most of the companies...

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