Writing effective Pandas code

Agnis Liukis
Level Up Coding
Published in
4 min readNov 6, 2022

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Everything in programming can be done in multiple ways. Some ways are better than others. Some ways are much worse. A good programmer is expected to choose a good way of solving the task. Not necessarily always the best way, but definitely at least not the worst one.

Photo by CHUTTERSNAP on Unsplash

Let’s talk about writing effective code in Pandas, which is one of the most widely used Python libraries in Data Science.

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Software Architect, Data Scientist, Kaggle Grandmaster (https://www.kaggle.com/alijs1). Sometimes I write about Python, Data Science and Machine Learning…