Track
The Python programming language
Type
Talk
Level
intermediate
Language
English
Duration
20 minutes
Stratified sampling helps ensure representative data subsets, especially when working with imbalanced groups. In this talk, we’ll explore its use in survey analysis, demonstrate Python-based implementation, and share best practices for improving data reliability and reducing bias. Attendees will gain a clear understanding of when and how to use stratified sampling effectively in real-world scenarios.