AI Sentiment Analyzer

Analyze text sentiment using AI — positive, negative, neutral classification with confidence scores. Process reviews, social media, and customer feedback at scale.

Why Use This Actor?

This actor provides reliable, structured data extraction that you can integrate into your workflows via API, scheduled runs, or webhooks. All data is returned as clean JSON, ready for analysis, databases, or downstream processing.

Keywords: sentiment analysis, NLP, AI, text analysis, opinion mining

Features

• Texts — Array of text objects to analyze. Each object must have 'id' and 'text' fields.
• Datasetid — Pull texts from an existing Apify dataset. Leave empty to use 'texts' input. If provided, this takes precedence over direct texts.
• Textfield — The field name in the dataset that contains the text to analyze
• Idfield — The field name in the dataset that contains the unique ID (optional, will generate if not found)
• Language — Language of the texts being analyzed
• Mintextlength — Skip texts shorter than this (in characters). Set to 0 to analyze all texts.
• Maxresultsperbatch — How many results to process before pushing to dataset

How to Use

1. Configure inputs — Set your search parameters in the Apify Console or via API
2. Run the actor — Click "Start" or trigger via API/scheduler
3. Get results — Download structured JSON data from the dataset

API Integration

curl "https://api.apify.com/v2/acts/nexgendata~ai-sentiment-analyzer/runs" \
  -X POST \
  -H "Authorization: Bearer YOUR_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

Scheduled Runs

Set up automated runs on any schedule — hourly, daily, or weekly — using Apify's built-in scheduler. Perfect for monitoring and data pipelines.

Output Format

Results are stored in Apify datasets as structured JSON objects. Each run creates a new dataset that you can:

• Download as JSON, CSV, or Excel
• Access via REST API
• Push to webhooks or integrations
• Connect to Google Sheets, Slack, or Zapier

Technical Details

• Leverages official APIs where available

Integrations

This actor works seamlessly with the Apify platform ecosystem:

• API access — Full REST API for programmatic control
• Webhooks — Get notified when runs complete
• Scheduler — Automate recurring data collection
• Integrations — Connect to Zapier, Make, Google Sheets, Slack, and more

Support

For questions, bug reports, or feature requests, open an issue on the actor's page or contact the developer through Apify.

About nexgendata

nexgendata builds reliable, production-ready data extraction tools on Apify. We focus on clean APIs, structured output, and developer-friendly documentation.