Python in Data Analysis

Python is a programming language with a rich ecosystem of specialized libraries, such as pandas and NumPy, which—thanks to its relative simplicity and versatility—has become the de facto standard for data cleaning, in-depth analysis, and visualization of data, as well as for training machine learning models. It allows for the efficient automation of even those analytical processes that would be too complex or time-consuming in a standard spreadsheet program.