metadata
dataset_info:
- config_name: default
features:
- name: label
dtype: int64
- name: t_label
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 491481554
num_examples: 650000
- name: test
num_bytes: 37861188
num_examples: 50000
download_size: 323230667
dataset_size: 529342742
- config_name: test
features:
- name: label
dtype: int64
- name: t_label
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 37861188
num_examples: 50000
download_size: 23535516
dataset_size: 37861188
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
label
0 - Negative (from stars 0 and 1)
1 - Neutral (from star 2)
2 - Positive (from stars 3 and 4)
example
{'label': 0,
't_label': 'Negative',
'text': 'dr. goldberg offers everything i look for in a general practitioner. he's nice and easy to talk to without being patronizing; he's always on time in seeing his patients; he's affiliated with a top-notch hospital (nyu) which my parents have explained to me is very important in case something happens and you need surgery; and you can get referrals to see specialists without having to see him first. really, what more do you need? i'm sitting here trying to think of any complaints i have about him, but i'm really drawing a blank.'}
source
Yelp
cited from :
Xiang Zhang, Junbo Zhao, Yann LeCun. Character-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015).