+This is an introductory workshop on pandas first delivered at [ODSC Europe 2021](https://odsc.com/speakers/introduction-to-data-analysis-using-pandas/) and subsequently at the [5th Annual Toronto Machine Learning Summit](https://www.torontomachinelearning.com/events/introduction-to-data-analysis-using-pandas/) in 2021, [PyCon US 2022](https://us.pycon.org/2022/schedule/presentation/24/), [ODSC Europe 2023](https://odsc.com/speakers/introduction-to-data-analysis-using-pandas/), and [PyCon CZ 2023](https://cz.pycon.org/2023/program/workshops/26/), along with abbreviated versions at [PyCon UK 2022](https://pretalx.com/pycon-uk-2022/talk/LZKN7F/), [PyCon Portugal 2022](https://pretalx.evolutio.pt/pyconpt2022/talk/TUZZMY/), [EuroSciPy 2023](https://pretalx.com/euroscipy-2023/talk/PWER3Z/), [PyCon UK 2023](https://pretalx.com/pyconuk-2023/talk/YLGFCE/), [PyCon MEA 2023](https://www.pyconmea.com/speakers.html), and PyCon Poland 2024. It's divided into the following sections:
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