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Merge, Join & Concat in Pandas - Explore, Understand and Compare!
This video is a comprehensive guide designed to help you understand and efficiently use concat(), join() and merge() to combine DataFrames in Pandas. Whether you are a data science beginner or looking to refine your Pandas skills, this tutorial is for you.
We dive deep into:
- How to use concat() for concatenating DataFrames either along rows or columns;
- Understanding key parameters through practical demonstrations;
- Discovering the join() method for merging DataFrames along their indices;
- Understanding how join() can simplify the code when dealing with common indices;
- Examples of index-on-index and column-on-index joins;
We will also see how to use merge() to combine DataFrames based on common columns or indices; learn about different types of joins: inner, outer, left and right joins. Besides, we will see the practical examples demonstrating key parameters of merge() method.
Combining DataFrames is a fundamental skill in data analysis and manipulation. By the end of this video, you will have a clear understanding of when and how to use merge(), join() and concat() methods in your projects. Enhance your data processing toolkit and make your data analysis more efficient and effective.
The code examples demonstrated in this video are at your fingertips. Simply check out the Jupyter Notebook (https://drive.google.com/file/d/1-pXiWizsYvK1UR4tqPbuQoWVe64Kq4_0/view?usp=sharing) to explore and experiment with them yourself. Happy coding!
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