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Pointblank

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Data Validation Libraries for Polars (2025 Edition)

Choosing a data validation library for Polars? We compare Pandera, Patito, Pointblank, Validoopsie, and Dataframely

Rich Iannone

Jun 4, 2025

pointblank Data Wrangling Pointblank

blog post

C’mon C’mon: Let’s Do a Pointblank Workshop!

Want a free Pointblank workshop for your data team? Here’s how to set one up

Rich Iannone

Jun 3, 2025

pointblank Data Wrangling Pointblank

blog post

Overhauling Pointblank’s User Guide

Pointblank’s revamped user guide: spiral learning, clearer examples, and full API coverage

Rich Iannone, Michael Chow

May 20, 2025

pointblank Data Wrangling Pointblank

blog post

Level Up Your Data Validation with `Actions` and `FinalActions`

Automate responses to bad data with Pointblank’s Actions and FinalActions

Rich Iannone

May 2, 2025

pointblank Data Wrangling Pointblank

blog post

Introducing Pointblank

Get started with Pointblank for data validation using Polars, Pandas, or DuckDB

Rich Iannone

Apr 4, 2025

pointblank Data Wrangling Pointblank

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Pointblank

Data Validation Libraries for Polars (2025 Edition)

C’mon C’mon: Let’s Do a Pointblank Workshop!

Overhauling Pointblank’s User Guide

Level Up Your Data Validation with Actions and FinalActions

Introducing Pointblank

Level Up Your Data Validation with `Actions` and `FinalActions`