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lowinfo_filter

Official

Efficiently filter low information content from structured data files.

Data & Analytics#structured data#line count#content quality#data filtering#character count
Authorcas-bigdatalab
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps users filter out low information content from structured data files, improving data quality and efficiency.

Core Features & Use Cases

  • Character and Line Filtering: Filter rows based on character and line count thresholds.
  • Multi-column Support: Works with CSV, TSV, Excel, and other structured data formats.
  • Use Case: For instance, you can use this Skill to filter out rows from a CSV file that have too few characters or too few lines, based on your specific criteria.

Quick Start

Run the lowinfo_filter skill with the following command:

python scripts/lowinfo_filter.py \
  --input_path <input_file> \
  --output_path <output_file> \
  --min_chars 10 --max_chars 2000 \
  --min_lines 1 --max_lines 200

Dependency Matrix

Required Modules

pandas

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: lowinfo_filter
Download link: https://github.com/cas-bigdatalab/piflow/archive/main.zip#lowinfo-filter

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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