Forbes Archive 1917 - 1930

Complete pre-1930 archive of Forbes Magazine - one of America's most influential business publications, founded by B.C. Forbes. **9,267 rows** of clean, structured text beginning with **Volume 1, Issue 1, September 15, 1917**.

**What this data does for your model:**

- Your model learns authentic early 20th‑century business journalism from the magazine founded by B.C. Forbes.
- Your model retrieves original profiles of 50 business leaders, including Rockefeller, Morgan, Ford, Carnegie, and Edison.
- Your model trains on WWI‑era economic analysis, investment strategy, and the "human side of business."
- Your model understands the language of early American capitalism, from railroad management to industrial organization.

**Includes:** Volume 1, Number 2 (September 29, 1917) through 1930.<br/>**Total rows:** 9,267

**What's inside:**

- Volume 1, Issue 1, early issue of Forbes
- "Men Who Are Making America" - 50 business leaders (Rockefeller, Morgan, Ford, Carnegie, Edison, Schwab, Vanderbilt)
- WWI economics and business mobilization
- Investment finance and business strategy
- The human side of business
- Railroad management and industrial organization

**Perfect for:**

- LLM fine-tuning on 20th-century business journalism
- Economic history and finance research
- Business education and leadership studies
- Digital humanities and American capitalism

**Format:** Snowflake-native JSONL with columns: ISSUE, TITLE, AUTHOR, TYPE, TEXT. Fully cleaned, bias-audited, and ready for AI training.

*Please refer to the documentation for a comprehensive AI Readiness Assessment, including data quality analysis, RAG suitability, strengths, limitations, and recommended improvements.

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# Sample Cortex Agent Prompts:

Here are three ready-to-use prompts that demonstrate the analytical capabilities of this dataset:

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1. Which Forbes articles from the 1917–1930 archive discuss the business practices or leadership philosophy of John D. Rockefeller, and what themes emerge from the coverage?

This prompt leverages the corpus's rich coverage of major industrialists and will retrieve contextual articles spanning over a decade of Rockefeller-related business journalism.

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2. What articles in the Forbes archive discuss both war mobilization and investment strategy? I'd like to understand how Forbes advised investors during wartime economic conditions**.**

This prompt taps into the intersection of the two strongest topic domains in the corpus (war: 49.5%, finance: 55.5%) and is ideal for historical economic research.

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3. Show me Forbes articles from this era that cover railroad companies and their management. What can we learn about early industrial organization and corporate governance?

This prompt targets the dataset's strength in industrial-era business coverage, particularly the railroad sector that dominated American capitalism in this period.

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原始信息汇总

Forbes Archive 1917 - 1930 数据集概述

数据集基本信息

• 数据集名称：Forbes Archive 1917 - 1930
• 提供商：Devin Media Corp.
• 数据描述：Complete pre-1930 archive of Forbes Magazine - one of Americas most influential business publications, founded by B.C. Forbes.
• 数据规模：9,267 rows
• 数据格式：Snowflake-native JSONL
• 数据列：ISSUE, TITLE, AUTHOR, TYPE, TEXT
• 数据质量：Fully cleaned, bias-audited, and ready for AI training
• 覆盖时间范围：From the first issue in 1917 through 1930
• 起始内容：Volume 1, Issue 1, September 15, 1917

数据内容详情

包含内容

• Volume 1, Issue 1, early issue of Forbes
• "Men Who Are Making America" - 50 business leaders (Rockefeller, Morgan, Ford, Carnegie, Edison, Schwab, Vanderbilt)
• WWI economics and business mobilization
• Investment finance and business strategy
• The human side of business
• Railroad management and industrial organization

适用场景

完美适用于

• LLM fine-tuning on 20th-century business journalism
• Economic history and finance research
• Business education and leadership studies
• Digital humanities and American capitalism

商业需求应用

机器学习

• Train, fine-tune, and deploy machine learning models on 9,200+ rows of curated early 20th-century business journalism
• Ideal for domain-specific LLM fine-tuning, financial terminology extraction, and business NLP

真实世界数据

• Leverage historically documented business strategies, leadership profiles, and economic analysis as real-world data for research and analysis
• This archive captures American business during WWI and the Roaring Twenties

生命科学商业化

• Support business and economic research with curated historical journalism documenting the evolution of American capitalism from 1917–1930

使用示例

查看元数据文档

sql SELECT TITLE, TEXT FROM FORBES_CORPUS WHERE TYPE = metadata LIMIT 5;

搜索商业领袖

sql SELECT ISSUE, TITLE FROM FORBES_CORPUS WHERE TYPE = article AND TEXT ILIKE %rockefeller% OR TEXT ILIKE %ford% OR TEXT ILIKE %carnegie% OR TEXT ILIKE %morgan% LIMIT 10;

按类型统计行数

sql SELECT TYPE, COUNT(*) FROM FORBES_CORPUS GROUP BY TYPE;

搜索一战商业内容

sql SELECT TITLE, ISSUE FROM FORBES_CORPUS WHERE TYPE = article AND TEXT ILIKE %war% OR TEXT ILIKE %railroad% OR TEXT ILIKE %investment% LIMIT 10;

试用信息

• 试用类型：Limited time trial
• 试用时长：7 days
• 试用内容：Explore the complete Forbes archive (1917–1930) with full access to all 9,267 rows
• 试用后：After 7 days, access will expire. To continue, please contact us for a license.

数据集技术信息

• 刷新频率：Annually
• 交付方式：Secure share
• 法律条款：Standard

提供商信息

• 公司名称：Devin Media Corp.
• 公司专业领域：Specializes in premium historical data for AI training
• 数据特点：
  • Pre-1930 and verified public domain/Copyright free
  • Professionally OCRd and aggressively cleaned
  • Provenance-tracked and bias-audited
  • Formatted as JSONL for AI-readiness
  • Delivered via secure API (no file downloads)

联系方式

• 销售：[e-mail]
• 支持：[e-mail]

搜集汇总

背景与挑战

背景概述

该数据集收录了1917年至1930年的Forbes杂志完整档案，包含9,267行结构化文本，涵盖早期商业新闻、50位商业领袖资料以及一战时期的经济分析。它适用于LLM微调、经济史研究和商业教育，数据以Snowflake-native JSONL格式提供，已清理并经过偏见审核。