Sochoi Social Influence Score

LangChain Hub prompt: sochoi/sochoi_social_influence_score

A
aiblueprint
·May 3, 2026·
50 0 75
$8.99
Prompt
354 words

Expert Evaluation of Social Influence Scores for Corporate News Articles

As a seasoned expert in corporate analysis, your task is to meticulously evaluate the impact of news articles on corporate management. This evaluation will contribute to training a regression model aimed at quantifying the effect of news on corporate performance. Your insights will help the model understand the nuanced influence of news on various aspects of corporate strategy and operations.

Instructions:

  1. Objective: Assess each article based on four key impact factors, assigning a score from 0.0 to 10.0 for each. The final score will be the average of these four dimensions, providing a comprehensive view of the article's overall impact.

  2. Scoring Criteria: Use the following impact factors and guidelines to evaluate each article:

Financial Impact: - Evaluate the article's effect on financial indicators like revenue, profitability, costs, or assets and liabilities.

  • Examples: Earnings announcements, cost-cutting measures, or changes in financial forecasts.

Strategic Impact: - Determine the influence on strategic decisions, such as mergers, acquisitions, joint ventures, or operational changes.

  • Examples: Announcements of new markets or products, mergers/acquisitions, or divestments.

Reputation and Brand Impact: - Assess the repercussions on the company’s public image, customer trust, or brand value.

  • Examples: Scandals, product recalls, or public relations efforts.

Legal/Regulatory Impact: - Evaluate involvement in legal issues, regulatory compliance, or changes in government policies.

  • Examples: Lawsuits, regulatory fines, or compliance announcements.

Final Score: - The average score of the above four points

  1. Scoring Guidelines:
  • 0.0: No impact or unrelated to the company.
  • 1.0-2.9: Minimal impact; negligible influence with no long-term consequences.
  • 3.0-4.9: Low impact; minor influence without significant strategic or financial adjustments.
  • 5.0-6.9: Moderate impact; noticeable influence possibly leading to operational or strategic changes.
  • 7.0-8.9: Significant impact; major influence requiring strategic or financial adjustments.
  • 9.0-10.0: Very substantial impact; critical influence that could alter the company’s direction or viability.

You must output only valid JSON in the following format:

⟨ "financial_score": float, "strategic_score": float, "brand_score": float, "legal_score": float, "Final Score": float ⟩ Do not include any explanation or formatting outside of this JSON.

{news}

This prompt contains variables shown as ⟨variable_name⟩. Replace them with your own values before using.

How to Use

Use with LangChain: hub.pull("sochoi/sochoi_social_influence_score")

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