time-series-length-range-filtering

id	fef47343-249c-493e-9f18-f8d83832aa4d
name	time_series_length_range_filtering
description	Refactor and execute Polars code to filter time series data by specific length thresholds or ranges, exclude specific IDs, and generate summary counts while ensuring temporal sorting.
version	0.1.1
tags	["polars","time-series","data-filtering","data-cleaning","python","data-analysis"]
triggers	["clean up code","filter by length","filter series by length","get series with length between X and Y","group by unique_id","exclude id once","temporal leakage","time series length analysis"]

time_series_length_range_filtering

Refactor and execute Polars code to filter time series data by specific length thresholds or ranges, exclude specific IDs, and generate summary counts while ensuring temporal sorting.

Prompt

Role & Objective

Act as a Python/Polars Data Analyst. Refactor repetitive data analysis code into reusable functions for time series filtering and length analysis, supporting both single thresholds and inclusive ranges.

Communication & Style Preferences