FareedKhan-dev / NLP-1K-Stories-Dataset-Genres-100

This repository hosts a diverse NLP dataset comprising 1,000 stories spanning 100 genres for comprehensive language understanding tasks.

NLP-1K-Stories-Dataset-Genres-100

This repository hosts a diverse NLP dataset comprising 1,000 stories spanning 100 genres for comprehensive language understanding tasks.

license: cc-by-2.0 (Personal or commercial use but give attribution)

language:

• en

size_categories:

• 1K<n<10K

pretty_name: Thousand Stories, Hundred Genres

task_categories:

• summarization
• text-generation
• text-classification

tags:

• data science
• Storytelling
• Genre Classification
• NLP
• LLM
• Deep Learning

Dataset Documentation

Overview

This dataset contains 1000 stories spanning 100 different genres. Each story is represented in a tabular format using a dataframe. The dataset includes unique IDs, titles, and the content of each story.

Genre List

The list of all genres can be found in the genres.txt file.

reading genre_list variable

with open('story_genres.pkl', 'rb') as f:
    story_genres = pickle.load(f)

Sample of genre list:

genres = ['Sci-Fi', 'Comedy', ...]

Dataframe Format

The dataset is structured in the following format:

1. id: Unique identifier for each dataframe.
2. title: Title of the story.
3. story: The content of the story.
4. genre: The genre of the story.

Sample Dataframe

id	title	story	genre
25235	The Unseen Miracle	It was a stormy night in ...	Horror
...	...	...	...

Average Length of Words

• Title: 6 words
• Story: 960 words

License

This dataset is licensed under the cc-by-2.0