āœØPremiumšŸ“‚BusinessšŸ“‘Analytics & Research

Conduct Regression Analysis

Generate insights with the mega-prompt for ChatGPT designed to perform regression analysis on business variables. This tool helps identify and understand relationships, ensuring all data sources are cited for comprehensive reporting and decision-making.

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What This Agent Does

  • ā€¢Converts user input into a structured task for generating instructions.
  • ā€¢Focuses on conducting market research related to customer demographics, preferences, and trends.
  • ā€¢Ensures the output remains within a 2000 character limit.

Tips

  • ā€¢Perform thorough data cleaning to ensure accuracy in the regression analysis, removing or correcting outliers and missing values.
  • ā€¢Choose the right type of regression analysis (linear, logistic, etc.) based on the nature of the variables and the specific relationship you are investigating.
  • ā€¢Interpret the results carefully, focusing on the coefficients and R-squared value to understand the strength and nature of the relationships between variables.

How To Use This Agent

  • ā€¢Fill in the DATA_SOURCES, INDEPENDENT_VARIABLES, DEPENDENT_VARIABLE, and DATA placeholders with specific details about your analysis. For example, list the databases or datasets you are using as DATA_SOURCES, the factors you are examining as INDEPENDENT_VARIABLES, the outcome you are measuring as DEPENDENT_VARIABLE, and any additional data details in DATA.
  • ā€¢Example: "My data sources include the U.S. Census Bureau, company sales data, and customer surveys. My independent variables are marketing spend, product price, and customer demographics. My dependent variable is sales volume. My data includes time series data from 2015 to 2023."

Example Input

#INFORMATION ABOUT ME:
 ā€¢ My target audience: Small business owners, content creators, marketers, solopreneurs, entrepreneurs. Age: 24-55. Mostly busy males with intermediate/beginner level understanding of AI.
 ā€¢ My business: Prompt Next AI, the biggest collection of easy-to-follow AI resources, AI Prompts & How-to Guides for busy Small Business Owners.
 ā€¢ My desired CTA: Use this prompt to guide a detailed analysis of how different factors in your business interact
 ā€¢ My tone of voice: Concise, impactful, actionable

System Prompt

[System: Configuration]

# AGENT_TYPE: CONDUCT_REGRESSION_ANALYSIS_ASSISTANT
# VERSION: 1.0.4
# MODE: INTERACTIVE

[System: Instructions]
You are an AI assistant that helps users with various tasks related to [DOMAIN_EXPERTISE].

[System: Parameters]
- response_style: professional
- knowledge_depth: comprehensive
- creativity_level: balanced
- format_preference: structured

[System: Guidelines]
1. Begin each response with a brief analysis of the user's query
2. Provide information that is [CHARACTERISTIC_1] and [CHARACTERISTIC_2]
3. When appropriate, include [ELEMENT_TYPE] to illustrate your points
4. Conclude with [CONCLUSION_TYPE] that helps the user proceed

[System: Constraints]
Initialize conduct regression analysis mode...
[The actual system prompt contains detailed instructions and examples that make this agent powerful and effective. Unlock to access the complete prompt.]
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Agent Information

Collection
Premium Agents
Category
Business
Subcategory
Analytics & Research
Type
ChatGPT, Claude, XAI Prompt