Create README.md

README.md

@@ -1,21 +1,44 @@
 ---
-dataset_info:
-  features:
-  - name: id
-    dtype: string
-  - name: url
-    dtype: string
-  - name: title
-    dtype: string
-  - name: text
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 2375319060
-    num_examples: 6458670
-  download_size: 1387720232
-  dataset_size: 2375319060
+language:
+- en
 ---
-# Dataset Card for "wikipedia-first-paragraph"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+# Dataset Description
+
+This dataset contains the first paragraph of cleaned Wikipedia articles in English.
+
+It was obtained by transorming the Wikipedia "20220301.en" dataset as follows:
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("wikipedia", "20220301.en")["train"]
+
+def get_first_paragraph(example):
+  example["text"] = example['text'].split('\n\n')[0]
+  return example
+
+dataset = dataset.map(get_first_paragraph)
+```
+# How to load dataset
+
+You can load it by runnning:
+```python
+from datasets import load_dataset
+
+load_dataset("abokbot/wikipedia-first-paragraph")
+
+```
+
+# Dataset Structure
+An example looks as follows:
+```
+{
+  'id': '124',
+  'url': 'https://simple.wikipedia.org/wiki/European%20Council',
+  'title': 'European Council',
+  'text': 'The European Council (referred to as a European Summit) is the highest political body of the European Union. \
+          It is made of all the heads of state or government of the Union's member states and with the President of the \
+          European Commission. The country which holds the Presidency of the Council of the European Union also leads its assemblies.'
+}
+```
+