Update card

README.md

@@ -12,4 +12,30 @@ tags:
 - marvel
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 - 1K<n<10K
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+---
+# Dataset Card for Superheroes
+
+## 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)
+
+## 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?
+
+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, …)
+
+## Acknowledgements
+The following [Github repository](https://github.com/jbesomi/texthero/tree/master/dataset/Superheroes%20NLP%20Dataset) contains the code used to scrape this Dataset.
+