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Word Frequency Analyzer

Analyze word frequency and character distribution in text

Key Facts

Category
Text Processing
Input Types
textarea, select, checkbox, number
Output Type
text
Sample Coverage
4
API Ready
Yes

Overview

The Word Frequency Analyzer is a powerful utility designed to provide detailed statistical insights into your text by calculating the occurrence of words and characters. Whether you are optimizing content for SEO, analyzing writing patterns, or performing linguistic research, this tool delivers precise counts and distribution data instantly.

When to Use

  • •When you need to identify the most frequently used keywords in a document for SEO optimization.
  • •When you want to analyze the writing style or vocabulary diversity of a specific text sample.
  • •When you need to verify character counts or identify common patterns in large datasets.

How It Works

  • •Paste your source text into the input area.
  • •Select your preferred analysis type, such as word frequency, character frequency, or summary statistics.
  • •Adjust configuration settings like case sensitivity, minimum word length, and the number of top results to display.
  • •Click analyze to generate a comprehensive report of your text's statistical distribution.

Use Cases

SEO Content Auditing: Identify keyword density to ensure your content is optimized for search engines without keyword stuffing.
Academic Research: Analyze the frequency of specific terms in transcripts or literature to identify recurring themes.
Writing Improvement: Detect repetitive vocabulary to enhance the variety and flow of your writing.

Examples

1. SEO Keyword Density Check

Content Marketer
Background
A marketer needs to ensure a blog post focuses on specific target keywords without overusing them.
Problem
Manually counting keywords in a 2,000-word article is prone to error and time-consuming.
How to Use
Paste the article into the input, select 'Word Frequency', and set 'Top N' to 20.
Example Config
analysisType: words, topN: 20, caseSensitive: false
Outcome
A clear list showing the top 20 words and their percentage of total usage, allowing for quick keyword density adjustments.

2. Linguistic Style Analysis

Student
Background
A student is analyzing the writing style of two different authors to compare their vocabulary complexity.
Problem
Determining the average word length and unique word count across different texts is difficult to do manually.
How to Use
Input the text samples and select 'Summary Statistics' to get a high-level overview of the document structure.
Example Config
analysisType: summary, minWordLength: 3
Outcome
A statistical summary providing total word count, unique word count, and average word length for objective comparison.

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FAQ

Can I ignore short words in my analysis?

Yes, use the 'Minimum Word Length' setting to exclude words shorter than your specified character count.

Does the tool distinguish between uppercase and lowercase letters?

By default, it is case-insensitive, but you can enable 'Case Sensitive' in the settings to treat 'Word' and 'word' as distinct entries.

Can I include numbers in the frequency count?

Yes, the 'Include Numbers' checkbox is enabled by default, allowing you to track numeric occurrences alongside words.

How many results can I view at once?

You can configure the 'Show Top N Results' option to display anywhere from 0 to 100 of the most frequent items.

Is my text data stored on your servers?

No, all text processing is performed locally in your browser to ensure your data remains private and secure.

API Documentation

Request Endpoint

POST /en/api/tools/text-word-frequency

Request Parameters

Parameter Name Type Required Description
textInput textarea Yes -
analysisType select Yes -
caseSensitive checkbox No -
minWordLength number No -
includeNumbers checkbox No -
showPercentage checkbox No -
topN number No -

Response Format

{
  "result": "Processed text content",
  "error": "Error message (optional)",
  "message": "Notification message (optional)",
  "metadata": {
    "key": "value"
  }
}
Text: Text

AI MCP Documentation

Add this tool to your MCP server configuration: 

{
  "mcpServers": {
    "elysiatools-text-word-frequency": {
      "name": "text-word-frequency",
      "description": "Analyze word frequency and character distribution in text",
      "baseUrl": "https://elysiatools.com/mcp/sse?toolId=text-word-frequency",
      "command": "",
      "args": [],
      "env": {},
      "isActive": true,
      "type": "sse"
    }
  }
}

You can chain multiple tools, e.g.: `https://elysiatools.com/mcp/sse?toolId=png-to-webp,jpg-to-webp,gif-to-webp`, max 20 tools.

If you encounter any issues, please contact us at [email protected]