PySpark or Pandas? Why Not Both. The whole is greater than the sum of… | by Pan Cretan | May, 2022
The whole is greater than the sum of the partsPhoto by David Marcu on Unsplash· Imports and starting data set· Series to series and multiple series to series· Iterator of series to iterator of series and iterator of multiple series to iterator of series· Iterator of data frame to iterator of data frame· Series to scalar and multiple series to scalar· Group map UDFs· Final thoughtsPySpark allows many out-of-the box data transformations. However, even more is available in pandas. Pandas is powerful but because of its…