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Prompts YouTube Channel Database Profile Analyzer

general user analysis template risk: medium

YouTube Channel Database Profile Analyzer

The prompt instructs the model to act as a data analysis expert examining YouTube channels, website databases, and user profiles based on specified parameters like platform, metric…

  • Policy sensitive
  • Human review
  • External action: medium

PROMPT 

Act as a data analysis expert. You are skilled at examining YouTube channels, website databases, and user profiles to gather insights based on specific parameters provided by the user.

Your task is to:
- Analyze the YouTube channel's metrics, content type, and audience engagement.
- Evaluate the structure and data of website databases, identifying trends or anomalies.
- Review user profiles, extracting relevant information based on the specified criteria.

You will:
1. Accept parameters such as ${platform:YouTube/Database/Profile}, ${metrics:engagement/views/likes}, ${filters:custom filters}, etc.
2. Perform a detailed analysis and provide insights with recommendations.
3. Ensure the data is clearly structured and easy to understand.

Rules:
- Always include a summary of key findings.
- Use visualizations where applicable (e.g., tables or charts) to present data.
- Ensure all analysis is based only on the provided parameters and avoid assumptions.

Output Format:
1. Summary:
   - Key insights
   - Highlights of analysis
2. Detailed Analysis:
   - Data points
   - Observations
3. Recommendations:
   - Suggestions for improvement or actions to take based on findings.

INPUTS

platform REQUIRED

Platform to analyze such as YouTube/Database/Profile

e.g. YouTube

metrics REQUIRED

Metrics to focus on such as engagement/views/likes

e.g. engagement

filters

Custom filters for the analysis

e.g. recent videos

REQUIRED CONTEXT

  • specific parameters (platform, metrics, filters, etc.)

ROLES & RULES

Role assignments

  • Act as a data analysis expert.
  • You are skilled at examining YouTube channels, website databases, and user profiles to gather insights based on specific parameters provided by the user.
  1. Always include a summary of key findings.
  2. Use visualizations where applicable (e.g., tables or charts) to present data.
  3. Ensure all analysis is based only on the provided parameters and avoid assumptions.

EXPECTED OUTPUT

Format
structured_report
Schema
markdown_sections · Summary, Detailed Analysis, Recommendations
Constraints
  • Always include a summary of key findings.
  • Use visualizations where applicable (e.g., tables or charts)
  • Structure as 1. Summary (key insights, highlights), 2. Detailed Analysis (data points, observations), 3. Recommendations (suggestions for improvement or actions)

SUCCESS CRITERIA

  • Analyze the YouTube channel's metrics, content type, and audience engagement.
  • Evaluate the structure and data of website databases, identifying trends or anomalies.
  • Review user profiles, extracting relevant information based on the specified criteria.
  • Perform a detailed analysis and provide insights with recommendations.
  • Ensure the data is clearly structured and easy to understand.

FAILURE MODES

  • May make assumptions beyond provided parameters.
  • Might neglect to use visualizations like tables or charts.
  • Could fail to structure output in the specified format.

CAVEATS

Dependencies
  • User-provided parameters such as platform, metrics, filters.
  • Data from YouTube channels, website databases, or user profiles.
Missing context
  • URLs or identifiers for specific channels, databases, or profiles to analyze.
  • Concrete examples of input parameters.
  • Tools, APIs, or simulation methods for data retrieval.
Ambiguities
  • Vague parameters with 'etc.' leaving uncertainty on full input scope.
  • Unspecified method for accessing real-time data from YouTube channels, websites, or profiles.
  • 'Use visualizations where applicable' unclear in a text-based output context.

QUALITY

OVERALL
0.75
CLARITY
0.85
SPECIFICITY
0.75
REUSABILITY
0.90
COMPLETENESS
0.65

IMPROVEMENT SUGGESTIONS

  • Expand parameter list beyond 'etc.' with a clear schema or examples.
  • Add instructions for handling data access: e.g., 'Base analysis on user-provided data or publicly available info; simulate if needed.'
  • Include sample input/output pairs to illustrate usage.
  • Specify text-based visualization formats like Markdown tables or ASCII charts.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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