this post was submitted on 28 Mar 2026
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I would just have a lot of interdependent excels on sharepoint, think customer data and their respective equipment, serials, progression. I detest microsoft sooving away woupd be ideal and if I can do it while getting my head around python then great.
I have no idea what pandas is.
Python is a modular language, so it has various packages to do different things you need to do. Whether that's math, graphing, database querying, language parsing, machine learning, or pretty much anything else you can think of, there's probably a python package for it. You just need to install the package in addition to the basic python library, and import the packages you're gonna use into your scripts.
Pandas is a python package commonly used for data analysis. Another one is Agate.
If you're learning SQL, there's a python package called SQLAlchemy that will enhance your database operations. Another one is Agate-SQL, which integrates with Agate. Both are interoperable with SQLite (for local storage) and PostgreSQL (for server-based setups).
NumPy and Numba are python packages used for most math operations, and there are various other packages for higher-level math in case you need to do linear algebra, matrix multiplications, tensor calculus, or whathaveyou.
Matplotlib and Plotly are used for graphing, and there are others with more advanced features like interactive data visualization.
These are just a few examples. If you're in geoinformatics, astrophysics, cybersecurity, or just about anything else, there are python packages that will expand your toolkit.