AI Sentiments Analysis

AI-powered multi-dimensional text analysis measuring trust, objectivity, audience targeting, and reading levels.

Features

• Four Analysis Dimensions: Trust & Credibility, Objectivity & Bias, Audience Vibe Check, CEFR Reading Level
• Flexible Configuration: Add, remove, reorder sentiments dimensions via UI
• Content Type Control: Enable/disable specific analysis types per content type
• Visual Feedback: Gauge displays with clear progression indicators
• Analyze Framework Integration: Consistent reporting across analysis tools

Requirements

• Analyze framework
• AI module with configured provider

Installation

composer require drupal/analyze_ai_sentiments
drush en analyze_ai_sentiments

Configuration

Basic Setup

1. Configure AI provider at /admin/config/ai/providers
2. Configure sentiments dimensions at /admin/config/analyze/sentiments
3. Enable per content type at /admin/config/content/analyze-settings
4. Configure permissions at /admin/people/permissions#module-analyze_ai_sentiments

Content Type Configuration

Two configuration methods:

Per Content Type Settings

• Go to /admin/structure/types/manage/{content-type}
• Find "Sentiments Analysis" vertical tab
• Enable/disable specific sentiments for this content type

Global Analyze Settings

• Go to /admin/config/content/analyze-settings
• Find "AI Sentiments Analysis" section
• Enable/disable analyzer for specific content types

Analysis Dimensions

Trust & Credibility

Measures how authoritative vs promotional the content appears.

Objectivity & Bias

Evaluates balance between opinion-based and fact-based content.

Audience Vibe Check

Identifies generational targeting (Gen Z to Boomer).

CEFR Reading Level

Assesses language proficiency requirements (A1 Beginner to C2 Proficient).

Display

Results shown as gauges with:

• Clear progression indicators
• Relevant min/mid/max labels for each dimension
• Simple visual assessment for quick content evaluation

Development

Docker Commands

# Lint code
docker compose run --rm drupal-lint

# Check deprecations
docker compose run --rm drupal-check

# Auto-fix issues
docker compose run --rm drupal-lint-auto-fix

Pre-commit Hooks

Install with ./scripts/setup-hooks.sh:

• Automatically runs drupal-lint-auto-fix on commits
• Blocks commits with unfixable lint issues
• Ensures consistent code quality

To bypass in emergencies:

git commit --no-verify -m "emergency commit"