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PYSPARK โ€ข LESSON 40

Range Filtering with between()

How do we filter records falling within an inclusive numerical age boundary?

Beginnerโฑ 3 Minutesโญ 230 XP
๐Ÿค” THE QUESTION

How do we filter records falling within an inclusive numerical age boundary?

๐Ÿ’ก WHAT IS IT?

between(lower, upper) checks if a numeric or date column value falls inclusively within the specified range.

๐ŸŽฏ WHAT IS IT USED FOR?

Demographic targeting, credit score tiering, date window filtering, and price bracket analysis.

๐Ÿ’ป EXAMPLE
from pyspark.sql.functions import col

df.filter(col("age").between(25, 45)).show()

๐ŸŽฏ Mission Objectives

Practice typing production-grade PySpark code for Range Filtering with between().

  • โœ“ Use between() for inclusive range checking
  • โœ“ Filter prime demographic cohort
  • โœ“ Display bounded age records