Column Creation

Python Programming Learning Circle

Apr 28, 2020 · Big Data

Multiple Ways to Create New Columns in PySpark DataFrames

This tutorial explains several techniques for adding new columns to PySpark DataFrames—including native Spark functions, user‑defined functions, RDD transformations, Pandas UDFs, and SQL queries—while demonstrating data loading, schema handling, and code examples for each method.