Pandas is a software library written for the Python programming language for data manipulation and analysis. Let’s start with the definition of Python Pandas. I will do my best to introduce you with Pandas’ some of the most useful capabilities in the stage of Exploratory Data Analysis. After I started to learn Pandas, I decided to write this article to help students and beginners to get start with it. ![]() I have just used if statements and for loops. ![]() In this article, I will focus on importing datasets, dealing with missing values, changing data types, filtering, sorting, selecting specific column(s), dealing with duplicate values, dropping and adding rows and columns, counting values, counting unique values.ĭuring my graduation project, I have dealt with a lot of Data Pre-processing stuff without using any libraries.
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