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Global Inspirational Quotes Dataset
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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
Original Data Source: Wisdom from Business Leaders & Innovators
QUALITY