Keyword Analysis

The Keyword Analysis package is a comprehensive toolkit designed for SEO professionals, content creators, and digital marketers who aim to enhance their online presence through strategic keyword optimization. This package provides powerful text analysis and keyword research capabilities for automated content optimization workflows.

Overview

The Keyword Analysis package enables you to automate SEO and content analysis tasks by providing advanced text processing capabilities including:

TF-IDF (Term Frequency-Inverse Document Frequency) analysis for identifying important keywords
Frequency-based keyword extraction from documents
Keyword occurrence counting in text content
Gap analysis to compare keyword usage across different texts
Keyword clustering based on similarity metrics
Text normalization using lemmatization, stemming, and POS tagging

Use Cases

SEO Content Optimization - Analyze competitor content and identify keyword opportunities
Content Gap Analysis - Compare your content against top-ranking pages to find missing keywords
Keyword Research - Extract and cluster related keywords from large document sets
Content Quality Assurance - Ensure target keywords appear with optimal frequency
Multi-language Content Analysis - Support for 25+ languages in text analysis
Automated Reporting - Generate keyword insights for content strategy decisions