NeoCohMetrix — Cohesion Analysis

Cohesion Analysis

Create a project, import documents, and run deep text analysis

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New Project

Create a project to organize and batch-analyze documents

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Upload Files

PDF, DOCX, or TXT — upload one or many into a project

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Google Drive

Import entire folders of essays directly from Drive

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Batch Analyze

Select files across a project and analyze them all at once

📚 Projects ... ▶

Initializing NLP pipeline…

Preparing analysis modules

Prompt: 0 Completion: 0 Total: 0 LLM calls: 0

Words

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Sentences

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Paragraphs

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Mean sent. len

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Type-Token

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AWL density

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Analysis time

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Prompt tokens

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Completion tokens

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Total tokens

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Composite factors

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Overall Cohesion Score

Weighted composite · 0–100

Reader profile (L11)

Priority feedback

AI Tutor

Rubric Score

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Criteria

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Cohesion Score

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Words

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Analysis time

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Rubric-Based Review

Select a rubric from the library, or paste your rubric criteria below, then click Evaluate to generate a rubric-based review of the essay.

Rubric criteria

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Rubric Score

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Score by Criterion

Run evaluation to see scores

Overall Assessment

Rubric Review

Select a rubric and click Evaluate