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Python in Excel - How to Create Pivot Table from Multiple Excel Tables Using Pandas (QUICK & EASY!) 2 месяца назад


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Python in Excel - How to Create Pivot Table from Multiple Excel Tables Using Pandas (QUICK & EASY!)

Download the file I am working in here: https://www.dropbox.com/scl/fi/rphgjh... Description In this video, we’ll walk through creating a pivot table using data from multiple tables in Excel. We’ll rely on pandas to automate the stacking of tables, highlighting its simplicity and leveraging its power to automatically organize and combine columns with both identical and differing header names. We’ll then use normal Excel to create a familiar pivot table, followed by a step-by-step guide on how to create a pandas-based pivot table using the built-in pivot_table() function. ________________________________________ Key Concepts & Topics Covered 1. Merging Data: See how the pd.concat() function can combine multiple tables into one DataFrame for easier analysis. 2. Create a Normal Excel Pivot Table: Learn how to use Python-processed data to build a standard Excel pivot table. 3. Create a Python Pivot Table: We’ll use pivot_table() from the pandas library to transform the combined data into a concise summary. 4. Grand Totals for Python Pivot Tables: Learn how setting margins=True and margins_name="YourLabel" can add totals to your pivot table automatically. 5. Customizing Pivot Columns: Discover how to specify column order using the columns= parameter for pandas DataFrames. 6. How to Create a List in Python: A fundamental building block for any Python project. If you find this video useful, please like, comment, and subscribe for more Python for Beginners latest videos. Enjoy the deep dive into pandas! About the video Looking for ways to automate Excel Python tasks or automate Excel with Python? This channel is dedicated to showing you how Python in Excel (or Python within Excel) integration can streamline your workflows for seamless data manipulation. You’ll discover how to read Excel data in Python and create pivot tables with the pandas library that comes preloaded with Python in Excel. I use a step-by-step approach that highlights best practices for Excel automation with Python, as we learn panda Excel Python concepts. I always include demo files for download, because sometimes you just need to get your hands dirty and break things in order to learn. My goal is to incorporate these materials into your intellectual toolkit, helping to make Python in Excel a breeze. Whether you’re interested in Python for Excel automation, using Python with Excel, or leveling up your Python programming Excel skills, you will likely find value in the other videos offered through this channel. Extended Channel Description If you’re an Excel user looking for a way to learn Python naturally through practical examples and digestible chunks, then you’re in the right place. This channel is focused on serving new Python users and beginners. If you are looking for ways to use Excel and pandas for more robust data operations, we’ve got you covered. Our tutorials show you how to work with Excel in Python pandas to load data quickly, and how to manipulate Excel pandas tables for deeper insights. You’ll learn about Excel pandas python workflows that can boost your productivity, including how to migrate Excel to pandas and export pandas to Excel, all within Excel and with no special add-ons required. We’ll also explore how to get Excel to pandas python integration running smoothly, and how to convert Excel to python pandas for clean data manipulation. Want to see a real-world use case of Excel with pandas python? We’ll show you how Excel with python pandas can automate repetitive tasks, saving you time and reducing manual effort. This channel also dives into panda excel and panda excel python solutions, highlighting best practices to transition between pandas and excel. For advanced use, check out our content on pandas and excel python modules to explore bridging the gap between these technologies. If you’re pandas for Excel curious, we’ll guide you on how pandas for excel in python can be a game-changer for your day-to-day tasks, especially if you’re already a seasoned Excel user. By showcasing pandas for excel users in simple, digestible examples, we remove the intimidation factor from coding. We also delve into how to export pandas to excel files so you can share your data transformations easily. Beyond that, learn how to combine pandas with excel and master techniques for pandas working with excel. Once you see how seamless it can be to blend these two worlds, you’ll wonder how you ever managed data without them. Whether you’re brand new to Python or looking to amplify your existing skill set, this channel is here to help you become proficient in using Python and pandas for all your Excel needs.

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