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--- |
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license: other |
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license_name: asw-open-data-doc |
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license_link: https://github.com/awslabs/open-data-docs/ |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: validation |
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path: data/validation-* |
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- split: test |
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path: data/test-* |
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dataset_info: |
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features: |
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- name: id |
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dtype: uint32 |
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- name: stars |
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dtype: int64 |
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- name: review_body |
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dtype: large_string |
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- name: review_title |
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dtype: large_string |
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- name: language |
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|
dtype: large_string |
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- name: product_category |
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|
dtype: large_string |
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|
- name: lenght_review_body |
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|
dtype: uint32 |
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- name: lenght_review_title |
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dtype: uint32 |
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|
- name: lenght_product_category |
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|
dtype: uint32 |
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splits: |
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- name: train |
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num_bytes: 53898131 |
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num_examples: 199500 |
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|
- name: validation |
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num_bytes: 1407459 |
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num_examples: 5250 |
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- name: test |
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num_bytes: 1408262 |
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num_examples: 5250 |
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download_size: 31841538 |
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dataset_size: 56713852 |
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task_categories: |
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- text-generation |
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- summarization |
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- fill-mask |
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language: |
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- en |
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size_categories: |
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- 100K<n<1M |
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--- |
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## **Dataset Summary** |
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The data file is intended for a tutorial: [Summarization](https://huggingface.co/learn/llm-course/chapter7/5) |
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## **Language** |
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- English |
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## **Dataset Structure** |
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- `id`: record id |
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- `stars`: An int between 1-5 indicating the number of stars. |
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- `review_body`: The text body of the review. |
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- `review_title`: The text title of the review. |
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- `language`: The string identifier of the review language. |
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- `product_category`: String representation of the product's category. |
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- `lenght_review_body`: text length of `review_body` |
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- `lenght_review_title`: text lenght of `review_title` |
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- `lenght_product_category`: text lenght of `product_category` |
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## **Split of data** |
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- train: 95% (199500) |
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- validation: 2.5% (5250) |
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- test: 2.5% (5250) |
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## **Processing procedure** |
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- [Kaggle notebook](https://www.kaggle.com/code/radimkzl/multilingual-amazon-reviews-corpus-analysis) |
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- [GitHub](https://github.com/RadimKozl/Datasets/blob/main/multilingual-amazon-reviews-corpus-analysis.ipynb) |
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## **Licensing and other information** |
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See the full kaggle dataset: [edit_amazon_reviews_multi](https://www.kaggle.com/datasets/radimkzl/edit-amazon-reviews-multi/data) |
