If your data has NaN-valued columns, Pandas provides a datatype specifically for representing them - called the Sparse datatype.
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Datatype For Handling Missing Valued Columns…
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If your data has NaN-valued columns, Pandas provides a datatype specifically for representing them - called the Sparse datatype.