Are You Still Using Pandas to Process Big Data in 2021? Here are two better options

Are You Still Using Pandas to Process Big Data in 2021? Here are two better options

When its time to handle a lot of data -- so much that you are in the realm of Big Data -- what tools can you use to wrangle the data, especially in a notebook environment? Pandas doesn’t handle really Big Data very well, but two other libraries do. So,… Please read our article

I recently wrote two introductory articles about processing Big Data with Dask and Vaex — libraries for processing bigger than memory datasets. While writing, a question popped up in my mind:

Can these libraries really process bigger than memory datasets, or is it all just a sales slogan?

This intrigued meto do a practical experiment with Dask and Vaex and try to process a bigger than memory dataset. The dataset was so big that you cannot even open it with pandas.

2021 mar opinions big data dask data preparation pandas python vaex

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Are You Still Using Pandas to Process Big Data in 2021?

Are You Still Using Pandas to Process Big Data in 2021? The answer is Pandas doesn’t handle well BigData.Can processing Big Data with Dask & Vaex really process bigger than memory datasets or is it all just a sales slogan?

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