Dating Trends Aggregator - Public Data Research Tool

Ethical dating trends research tool for academic and market analysis. Aggregates public data from Google Trends, Reddit discussions, and US Census demographics. No private data collection. Perfect for researchers, journalists, and dating app market analysts. Built by John Rippy (https://www.linkedin.com/in/johnrippy/ | https://johnrippy.link/).

Features

• Automated data collection
• Structured output format
• Error handling
• Pay-per-event billing

Quick Start

{
  "input": "your input here"
}

Demo Mode

Set demoMode: true to test with sample data (no charges). When you're ready for real results, set demoMode: false or omit it.

{
  "demoMode": true,
  ...
}

Input Parameters

Parameter	Type	Required	Description
See input schema

Output Format

All results are returned as structured JSON:

{
  "metadata": {
    "generatedAt": "2025-01-17T12:00:00.000Z",
    "timeRange": "past_year",
    "regions": ["US"],
    "dataSources": ["Google Trends", "Reddit Public API", "US Census Bureau"]
  },
  "googleTrends": [...],
  "redditInsights": [...],
  "demographics": [...],
  "summary": {
    "topTrendingKeywords": [...],
    "overallSentiment": 0.03,
    "keyFindings": [...]
  }
}

---

Pricing

This actor uses pay-per-event billing: Pay-Per-Event: $0.10 per analysis

Each run includes:

• Google Trends data for all keywords
• Reddit analysis for all subreddits
• Demographic correlations
• Summary and key findings

Example costs:

• Quick sentiment check (Reddit only): $0.10
• Full trend analysis: $0.10
• Multi-region comparison: $0.10

No monthly fees. No minimums.

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Use Cases

• Data collection
• Research
• Automation

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Common Problems & Solutions

"Invalid API key" error

Cause: Your API key is wrong, expired, or doesn't have the right permissions. Fix: Double-check your API key. Make sure you copied it exactly without extra spaces.

"Rate limit exceeded" error

Cause: You've hit the API's rate limits. Fix: Wait a few minutes, then try again. Consider reducing the number of concurrent requests.

Empty or incomplete results

Cause: The target may have anti-scraping protection or the data doesn't exist. Fix:

• Check if the URL/search query is correct
• Try with different parameters
• Some sites may block automated access

Demo data showing instead of real results

Cause: demoMode is still set to true. Fix: Set demoMode: false and provide your API key(s).

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Built by John Rippy | Actor Arsenal