File size: 2,240 Bytes
1ac591c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 |
---
license: other
license_name: asw-open-data-doc
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: 53898131
num_examples: 199500
- name: validation
num_bytes: 1407459
num_examples: 5250
- name: test
num_bytes: 1408262
num_examples: 5250
download_size: 31841538
dataset_size: 56713852
task_categories:
- text-generation
- summarization
- fill-mask
language:
- en
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**
- English
## **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) |