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Global Inspirational Quotes Dataset

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Tags and Keywords

Business

Literature

Nlp

Deep

Sentence

Transformer

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Global Inspirational Quotes Dataset Dataset on Opendatabay data marketplace

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Free

About

This dataset provides a curated collection of 2,500 inspirational quotes from well-known business leaders, entrepreneurs, and innovators across the world. It is specifically designed for applications in Natural Language Processing (NLP), including semantic search, embedding evaluation, text classification, and recommendation systems. The quotes have been gathered from publicly available and reputable sources such as Goodreads, BrainyQuote, Wikiquote, and various business and leadership blogs.

Columns

  • quote: The inspirational statement or quotation itself.
  • author: The person to whom the quote is attributed.
  • position: The professional role of the author (e.g., CEO, Founder, Entrepreneur).
  • source: The original source where the quote appeared (e.g., book, speech, interview).
  • theme/tag: The main theme of the quote (e.g., leadership, innovation, failure, etc.).
  • decade: The approximate decade when the quote was stated or became known.
  • region: The geographic region or nationality associated with the author.
  • gender: The inferred gender of the author (based on public biographical information).

Distribution

The dataset contains 2,500 records. While the specific file size is not detailed, data files are typically provided in CSV format. This is a structured collection of quotes and their associated metadata.

Usage

This dataset is ideal for a variety of Natural Language Processing tasks, including:
  • Developing and testing semantic search engines.
  • Evaluating embedding models for textual data.
  • Training text classification models to categorise quotes by theme or author.
  • Building recommendation systems for inspirational content.
  • Educational and non-commercial research purposes related to text analysis and leadership studies.

Coverage

The dataset's geographic scope is global, featuring business leaders and innovators from across the world. The quotes are associated with an approximate decade of origin, and author demographics like inferred gender and region are included.

License

CC-BY

Who Can Use It

  • NLP Researchers and Data Scientists: For developing and refining language models, especially for semantic search and text classification.
  • Students and Academics: For educational projects, theses, and studies in areas such as business, literature, and artificial intelligence.
  • Developers: For integrating inspirational content into applications, recommendation engines, or content analysis tools.

Dataset Name Suggestions

  • Wisdom from Business Leaders & Innovators
  • Global Inspirational Quotes Dataset
  • Business & Innovation Quotes for NLP
  • Leaders' Insights Collection
  • Motivational Business Wisdom

Attributes

Listing Stats

VIEWS

10

DOWNLOADS

0

LISTED

08/06/2025

REGION

GLOBAL

Universal Data Quality Score Logo UDQSQUALITY

5 / 5

VERSION

1.0

Free