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General Purpose
Programming
Automated Theme Extractor: Top 5 Keywords JSON Generator
This prompt transforms text analysis and keyword extraction into a structured, automated process that identifies the five most significant themes within any given text. Its importance lies in its ability to quickly distill complex content into key themes, making it invaluable for content analysis and SEO optimization.
Prompt
As an expert in computational linguistics and semantic analysis, analyze the provided text to identify its core themes. Extract and rank the 5 most significant keywords that capture the text\'s essential meaning, considering factors such as frequency, contextual relevance, and semantic importance.
INPUTS
Text to analyze: {text}
PARAMETERS
Exclude common stop words and generic terms
Consider both single words and key phrases
Rank based on semantic significance and frequency
Maintain context relevance
Include only substantive terms that reflect the content\'s meaning
OUTPUT REQUIREMENTS
Return a JSON array of exactly 5 themes, structured as follows, ranked from highest to lowest relevance:
[
{\"theme\": \"[most relevant theme]\", \"relevance_score\": 1},
{\"theme\": \"[second most relevant theme]\", \"relevance_score\": 2},
{\"theme\": \"[third most relevant theme]\", \"relevance_score\": 3},
{\"theme\": \"[fourth most relevant theme]\", \"relevance_score\": 4},
{\"theme\": \"[fifth most relevant theme]\", \"relevance_score\": 5}
]
VALIDATION
Ensure each theme is unique
Verify themes are contextually relevant
Confirm output is valid JSON format
Include only meaningful, content-representative keywords
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