Update README.md file

README.md

@@ -1,46 +1,89 @@
----
-license: other
-license_name: asw-open-data-docs
-license_link: https://github.com/awslabs/open-data-docs/
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: validation
-    path: data/validation-*
-  - split: test
-    path: data/test-*
-dataset_info:
-  features:
-  - name: id
-    dtype: uint32
-  - name: stars
-    dtype: int64
-  - name: review_body
-    dtype: large_string
-  - name: review_title
-    dtype: large_string
-  - name: language
-    dtype: large_string
-  - name: product_category
-    dtype: large_string
-  - name: lenght_review_body
-    dtype: uint32
-  - name: lenght_review_title
-    dtype: uint32
-  - name: lenght_product_category
-    dtype: uint32
-  splits:
-  - name: train
-    num_bytes: 47653021
-    num_examples: 199500
-  - name: validation
-    num_bytes: 1257281
-    num_examples: 5250
-  - name: test
-    num_bytes: 1251045
-    num_examples: 5250
-  download_size: 27556446
-  dataset_size: 50161347
----
+---
+license: other
+license_name: asw-open-data-docs
+license_link: https://github.com/awslabs/open-data-docs/
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: validation
+    path: data/validation-*
+  - split: test
+    path: data/test-*
+dataset_info:
+  features:
+  - name: id
+    dtype: uint32
+  - name: stars
+    dtype: int64
+  - name: review_body
+    dtype: large_string
+  - name: review_title
+    dtype: large_string
+  - name: language
+    dtype: large_string
+  - name: product_category
+    dtype: large_string
+  - name: lenght_review_body
+    dtype: uint32
+  - name: lenght_review_title
+    dtype: uint32
+  - name: lenght_product_category
+    dtype: uint32
+  splits:
+  - name: train
+    num_bytes: 47653021
+    num_examples: 199500
+  - name: validation
+    num_bytes: 1257281
+    num_examples: 5250
+  - name: test
+    num_bytes: 1251045
+    num_examples: 5250
+  download_size: 27556446
+  dataset_size: 50161347
+task_categories:
+- text-generation
+- summarization
+- fill-mask
+language:
+- es
+size_categories:
+- 100K<n<1M
+---
+
+## **Dataset Summary**
+
+The data file is intended for a tutorial: [Summarization](https://huggingface.co/learn/llm-course/chapter7/5)
+
+## **Language**
+
+- Spanish
+
+## **Dataset Structure**
+
+- `id`: record id
+- `stars`: An int between 1-5 indicating the number of stars.
+- `review_body`: The text body of the review.
+- `review_title`: The text title of the review.
+- `language`: The string identifier of the review language.
+- `product_category`: String representation of the product's category.
+- `lenght_review_body`: text length of `review_body`
+- `lenght_review_title`: text lenght of `review_title`
+- `lenght_product_category`: text lenght of `product_category`
+
+## **Split of data**
+
+- train: 95% (199500)
+- validation: 2.5% (5250)
+- test: 2.5% (5250)
+
+## **Processing procedure**
+
+- [Kaggle notebook](https://www.kaggle.com/code/radimkzl/multilingual-amazon-reviews-corpus-analysis)
+- [GitHub](https://github.com/RadimKozl/Datasets/blob/main/multilingual-amazon-reviews-corpus-analysis.ipynb)
+
+## **Licensing and other information**
+
+See the full kaggle dataset: [edit_amazon_reviews_multi](https://www.kaggle.com/datasets/radimkzl/edit-amazon-reviews-multi/data)