Create dataset card

README.md

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+---
+task_categories:
+- text-classification
+language:
+- en
+size_categories:
+- 10K<n<100K
+---
+
+# Dataset Card for Dataset Name
+
+## Dataset Summary
+
+Genre-6 dataset is an English dataset based on Kindletrends (UK & US). It contains more than 20k books and associated categories with ready-made binary classification and multilabel classification labels.
+
+## Dataset Structure
+
+### Data Instances
+
+`` {"text": "...", "categories": "Engineering & Transportation;Science & Math", "fiction": "non-fiction", "split1": ['Science & Math'], "split2" : ['Engineering & Transportation', 'Science & Math'], "split3": ['Science & Math']} ``
+
+### Data Fields
+
+- text: Kindletrends text
+- categories: Kidletrends categories (1 to 2 categories per book)
+- fiction: binary label for fiction and non-fiction books
+- splits 1,2,3: multilabel for different subsets of the categories
+
+### Data Splits
+
+The dataset contains train (80%), validation (10%) and test (10%) splits.
+
+The splits for multilabels are following:
+- split1: 'Biology & Nature & Biological Sciences','Computer Science', 'Fantasy','Medicine & Health Sciences','Philosophy','Science & Math'.
+- split2: 'Biology & Nature & Biological Sciences','Computer Science', 'Engineering & Transportation','Fantasy','Medicine & Health Sciences','Science & Math'.
+- split3: 'Biology & Nature & Biological Sciences','Computer Science', 'Fantasy','Medicine & Health Sciences', 'Poetry', 'Politics & Social Sciences', 'Science & Math'.
+
+More splits can be generated from the field "categories".
+
+### Source Data
+
+[Kindletrends](https://kindletrends.com/categories/)