| Developer: | TREVOR MINETT (6) | ||
| Price: | $39.99 | ||
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| Mac App Store | |||
Description
All processing happens directly on your Mac, making PolarityLab ideal for analyzing sensitive or confidential data sets. You stay in full control of your content while benefiting from advanced AI-driven sentiment scoring and robust data visualization.
Import, Organize, and Control Your Data
- Open CSV files from any source.
- Select exactly which columns to analyze.
- Merge multiple text columns into a single analysis field.
- Preserve IDs, timestamps, or reference fields for traceability.
- Skip irrelevant columns while keeping them in the export for context.
Advanced Sentiment Analysis
- Multiple sentiment algorithms optimized for different content types.
- Handles conversational language, business communication, and mixed-media text.
- Detects negation, sarcasm cues, and tonal shifts.
- Weights sentiment contextually for better accuracy across varied datasets.
- Runs entirely on-device for fast, repeatable results.
Custom Tuning and Keyword Control
- Create and save custom lexicons to adjust sentiment weights.
- Re-score specific words or phrases for industry-specific accuracy.
- Apply bias adjustments to match organizational tone guidelines.
- Filter by keywords or phrases, case-sensitive or insensitive.
- Match “Any” or “All” keywords to target the exact rows you need.
- Date-based filtering to focus on specific time ranges or compare trends before and after events.
Optimized Processing for Large Datasets
- Automatic detection and removal of repetitive boilerplate content.
- Mention and username cleanup for unbiased scoring.
- Smart chunking to balance speed with accuracy for large-scale files.
- Adjustable performance settings to optimize based on system resources.
Visualize and Understand Your Results
- Interactive sentiment timeline with zoom and adaptive date bucketing.
- Rolling averages and confidence bands for trend analysis.
- Stacked sentiment breakdown over time for positive, negative, and neutral shifts.
- Volume vs. sentiment scatter plots with bubble scaling.
- Keyword frequency lists with sentiment weight breakdowns.
- Identify high-impact terms driving overall tone.
Detailed Summaries and Insights
- Combined explanation and synopsis view for instant clarity.
- Model comparison tools to evaluate scoring differences.
- Detects hidden influencers, conversation drivers, and key topic shifts.
- Surfaces patterns and anomalies that can inform strategy.
- Useful for community health checks, campaign tracking, or customer feedback analysis.
Export and Share Your Findings
- Export CSV files with sentiment scores, keyword analysis, and metadata.
- Export charts and visualizations as high-quality PNGs for presentations or reports.
- Save and reload past sessions to avoid reprocessing.
- Keep all exports consistent and ready for further analysis in Excel, Google Sheets, or BI tools.
Who Uses PolarityLab?
- Community managers tracking member sentiment over time.
- Marketers measuring campaign reception and message tone.
- Researchers analyzing survey responses or public discourse.
- Customer success teams monitoring feedback for early issue detection.
- Data analysts uncovering trends in large unstructured text datasets.
PolarityLab is built for professionals who need speed, accuracy, and flexibility—without sacrificing control over their data. Whether you’re managing an online community, conducting academic research, or tracking brand sentiment, PolarityLab gives you the tools to analyze, visualize, and act on your findings—all from the safety of your own device.
Screenshots
What's new
- Version: 1.0
- Updated:
Price History
- Today: $39.99
- Minimum: $39.99
- Maximum: $39.99
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Developer
- TREVOR MINETT
- Platforms: macOS Apps (6)
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Additional Information
- Version: 1.0
- Category:
macOS Apps›Utilities - OS:
macOS,macOS 15.5 and up - Size:
3 Gb - Supported Languages:
English - Content Rating:
4+ - Mac App Store Rating:
0 - Updated:
- Release Date:
«PolarityLab» is a Utilities app for macOS, developed by «TREVOR MINETT». It was first released on and last updated on . The lowest historical price was $39.99, and the highest was $39.99. This app has not yet received any ratings or reviews on AppAgg. Available languages: English. AppAgg continuously tracks the price history, ratings, and user feedback for «PolarityLab». Subscribe to this app or follow its RSS feed to get notified about future discounts or updates.
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