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Understand when to use what? As a data scientist, I've always found pandas to be an excellent tool for data manipulation. Its seamless integration with NumPy allows for fast mathematical operations, m…
https://elchapuzasinformatico.com/wp-content/uploads/2020/06/FIFA-21.jpg A hands-on guide to cleaning the Fifa 2021 dataset. Introduction I decided to participate in #DataCleaningChallenge on the data…
Exploratory Data Analysis (EDA) is an important step in the data analysis process that involves examining and visualizing data to extract insights and discover patterns. It is an iterative process that helps analysts to understand the data,…
Introduction to Pandas: Pandas is a popular open-source library for data manipulation and analysis in Python. It provides powerful tools for cleaning, transforming, and analyzing data, making it a valuable resource for anyone working with d…
Introduction Sometimes you reach a point where you connect dots between different things. Indeed I am currently digging into SQL, and for each new concept that I learned I tried to illustrate it with a ruby project. Here is the thing, I lov…
The movie industry has been a beloved source of entertainment for decades, with a global revenue of approximately 11.9 billion U.S. dollars in 2020 (according to Statista). In this blog post, I will a…
Hello, guys back with the worthy content. Yesterday I just completed the python course provided by Kaggle, a big open source platform where you can connect with data science related communities. It co…
Pandas is a popular Python library used for data analysis and manipulation. It provides data structures and functions for handling structured data, such as CSV, Excel, SQL databases, and more. In this…
What is Encoding? In pandas, "encoding" refers to the process of converting text data from one format to another. This is necessary because different systems may use different character sets or encoding schemes to represent text. For exampl…
Pandas is a powerful python package that is essential when working with data, it allows for easy manipulation and analysis of structured data, such as spreadsheets and databases. In this article, you will learn the general idea about pandas…
