| --- |
| license: cc0-1.0 |
| task_categories: |
| - summarization |
| language: |
| - en |
| tags: |
| - superheroes |
| - heroes |
| - anime |
| - manga |
| - marvel |
| size_categories: |
| - 1K<n<10K |
| --- |
| # Dataset Card for Superheroes |
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| ## Dataset Description |
| 1400+ Superheroes history and powers description to apply text mining and NLP [Original source](https://www.kaggle.com/datasets/jonathanbesomi/superheroes-nlp-dataset/code?resource=download) |
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| ## Context |
| The aim of this dataset is to make text analytics and NLP even funnier. All of us have dreamed to be like a superhero and save the world, yet we are still on Kaggle figuring out how python works. Then, why not improve our NLP competences by analyzing Superheros' history and powers? |
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| The particularity of this dataset is that it contains categorical and numerical features such as overall_score, intelligence_score, creator, alignment, gender, eye_color but also text features history_text and powers_text. By combining the two, a lot of interesting insights can be gathered! |
| |
| ## Content |
| We collected all data from superherodb and cooked for you in a nice and clean tabular format. |
| |
| The dataset contains 1447 different Superheroes. Each superhero row has: |
| |
| * overall_score - derivated by superherodb from the power stats features. Can you find the relationship? |
| * history_text - History of the Superhero (text features) |
| * powers_text - Description of Superheros' powers (text features) |
| * intelligence_score, strength_score, speed_score, durability_score, power_score and combat_score. (power stats features) |
| * "Origin" (full_name, alter_egos, …) |
| * "Connections" (occupation, base, teams, …) |
| * "Appareance" (gender, type_race, height, weight, eye_color, …) |
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| ## Acknowledgements |
| The following [Github repository](https://github.com/jbesomi/texthero/tree/master/dataset/Superheroes%20NLP%20Dataset) contains the code used to scrape this Dataset. |
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