Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
sentiment-classification
Languages:
English
Size:
1M - 10M
ArXiv:
License:
Commit
•
f302f60
1
Parent(s):
b19c47c
Convert dataset to Parquet
Browse filesConvert dataset to Parquet.
README.md
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- sentiment-classification
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pretty_name: Amazon Review Polarity
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dataset_info:
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features:
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- name: label
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dtype:
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dtype: string
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- name: content
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dtype: string
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-
config_name: amazon_polarity
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splits:
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- name: train
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num_bytes: 1604364432
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- name: test
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num_bytes: 178176193
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num_examples: 400000
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-
download_size:
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dataset_size: 1782540625
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train-eval-index:
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- config: amazon_polarity
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task: text-classification
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- sentiment-classification
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pretty_name: Amazon Review Polarity
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dataset_info:
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+
config_name: amazon_polarity
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features:
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- name: label
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dtype:
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dtype: string
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- name: content
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dtype: string
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splits:
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- name: train
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num_bytes: 1604364432
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- name: test
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num_bytes: 178176193
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num_examples: 400000
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+
download_size: 1145430497
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dataset_size: 1782540625
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configs:
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- config_name: amazon_polarity
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data_files:
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- split: train
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path: amazon_polarity/train-*
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- split: test
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path: amazon_polarity/test-*
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default: true
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train-eval-index:
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- config: amazon_polarity
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task: text-classification
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amazon_polarity/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:65613cc6ec1ab30e19c4dcb8d8fa5612159d77bfa493704b4a9a9c167424992e
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size 117422360
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amazon_polarity/train-00000-of-00004.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:57c367f8c74210dde3742b17d103af33820df3af39d029f2a5051a6f87810661
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size 259761770
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amazon_polarity/train-00001-of-00004.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:14c7fee8f066fffc29eb906f80581836cca10218509a8ccf9898ff2a0c48f310
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size 258363554
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amazon_polarity/train-00002-of-00004.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:5af7b024d3c4b759c1538b1987ece5bac47ef49ee98f6731fd2336caac283dc9
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size 255471883
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amazon_polarity/train-00003-of-00004.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:04dcdf40f04b70dd213b910468049196c73e405decced4d292e10412bf248875
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size 254410930
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dataset_infos.json
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-
{
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{
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"amazon_polarity": {
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"description": "The Amazon reviews dataset consists of reviews from amazon.\nThe data span a period of 18 years, including ~35 million reviews up to March 2013.\nReviews include product and user information, ratings, and a plaintext review.\n",
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"citation": "@inproceedings{mcauley2013hidden,\n title={Hidden factors and hidden topics: understanding rating dimensions with review text},\n author={McAuley, Julian and Leskovec, Jure},\n booktitle={Proceedings of the 7th ACM conference on Recommender systems},\n pages={165--172},\n year={2013}\n}\n",
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"homepage": "https://registry.opendata.aws/",
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"license": "Apache License 2.0",
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"features": {
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"label": {
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"names": [
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"negative",
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"positive"
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],
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"_type": "ClassLabel"
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},
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"title": {
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"dtype": "string",
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"_type": "Value"
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},
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"content": {
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"dtype": "string",
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"_type": "Value"
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}
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},
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"builder_name": "parquet",
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"dataset_name": "amazon_polarity",
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"config_name": "amazon_polarity",
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"version": {
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"version_str": "3.0.0",
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"major": 3,
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"minor": 0,
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"patch": 0
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},
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 1604364432,
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"num_examples": 3600000,
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"dataset_name": null
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},
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"test": {
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"name": "test",
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"num_bytes": 178176193,
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"num_examples": 400000,
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"dataset_name": null
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}
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},
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"download_size": 1145430497,
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"dataset_size": 1782540625,
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"size_in_bytes": 2927971122
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}
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}
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