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Tag: Data Manipulation

Use Python Xlsxwriter To Create Excel Spreadsheet

September 20, 2021 Jay Beginner, Office Automation, Python

In this tutorial, we’ll use Python to create a high-fidelity Excel spreadsheet. “High-fidelity” means that the Python-generated Excel spreadsheet will[…]

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How To Connect And Work With SQLite Database Using Python sqlite3

September 4, 2021 Jay Database, Intermediate, machine learning, Office Automation, Python

Today we’ll talk about how to connect and work with the SQLite database using Python. In case you have never[…]

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How to use Python lambda, map and filter functions

September 8, 2020 Jay Advanced, Python

Python lambda function, aka anonymous function. Unlike how we create a function with def … statement, where we can name[…]

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Sort Excel data using Python

September 1, 2020 Jay Beginner, machine learning, Office Automation, Python

Sorting table is a common task in Excel. We sort a table in order to help us view or use[…]

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Split text to columns in Python

August 30, 2020 Jay Beginner, machine learning, Office Automation, Python

How many times have you had to split a text in Excel? I bet too many to count. Most Excel[…]

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Create calculated columns in a dataframe

August 29, 2020 Jay Intermediate, machine learning, Office Automation, Python

In Excel, we can create a calculated column by first write a formula (in a cell), then drag down the[…]

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Remove duplicates from a data table

August 28, 2020 Jay Beginner, machine learning, Office Automation, Python

In Excel, we can “easily” remove duplicates from a table by clicking on the “Remove Duplicates” button from the Data[…]

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Filter a pandas dataframe – OR, AND, NOT

August 27, 2020 Jay Intermediate, machine learning, Office Automation, Python

This is the second part of the Filter a pandas dataframe tutorial. Today we’ll be talking about advanced filter in[…]

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Filter a pandas dataframe (think Excel filters but more powerful)

August 26, 2020 Jay Intermediate, machine learning, Office Automation, Python

Being able to slice and dice the data is essential for working with data. Similar to the filter in Excel,[…]

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Python list indexing and slicing

August 25, 2020 Jay Beginner, Python

I realize this is an important topic since we’ll be using these techniques a lot in pandas. Python list indexing[…]

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