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ds-utils-strings

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Transform and analyze text in DataFrames.

Data & Analytics#dataframe#text-analysis#string#one-hot-encoding#significant-terms#ds-utils
Authoridanmoradarthas
Version1.0.0
Installs0

System Documentation

What problem does it solve?

String manipulation and text analysis utilities for DataFrames to simplify feature extraction and preprocessing in data science projects.

Core Features & Use Cases

  • One-hot encode comma-separated tags into boolean columns for fast feature engineering.
  • Extract statistically significant terms from a subset of documents to guide feature selection.
  • Import and use core functions from ds_utils.strings such as append_tags_to_frame and extract_significant_terms_from_subset.

Quick Start

Run append_tags_to_frame on your training and test data to generate tag-based features.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: ds-utils-strings
Download link: https://github.com/idanmoradarthas/DataScienceUtils/archive/main.zip#ds-utils-strings

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