BrachioLab/emotion

---
dataset_info:
features:
- name: text
dtype: string
- name: labels
sequence:
class_label:
names:
'0': admiration
'1': amusement
'2': anger
'3': annoyance
'4': approval
'5': caring
'6': confusion
'7': curiosity
'8': desire
'9': disappointment
'10': disapproval
'11': disgust
'12': embarrassment
'13': excitement
'14': fear
'15': gratitude
'16': grief
'17': joy
'18': love
'19': nervousness
'20': optimism
'21': pride
'22': realization
'23': relief
'24': remorse
'25': sadness
'26': surprise
'27': neutral
- name: id
dtype: string
splits:
- name: train
num_bytes: 4224138
num_examples: 43410
- name: validation
num_bytes: 527119
num_examples: 5426
- name: test
num_bytes: 524443
num_examples: 5427
download_size: 3464716
dataset_size: 5275700
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
license: apache-2.0
---

## Adapted from: https://huggingface.co/datasets/google-research-datasets/go_emotions

原始信息汇总

数据集概述

数据集信息

• 特征:

  • text: 文本数据，数据类型为字符串。
  • labels: 标签序列，包含28个类别，具体如下：
    • 0: admiration
    • 1: amusement
    • 2: anger
    • 3: annoyance
    • 4: approval
    • 5: caring
    • 6: confusion
    • 7: curiosity
    • 8: desire
    • 9: disappointment
    • 10: disapproval
    • 11: disgust
    • 12: embarrassment
    • 13: excitement
    • 14: fear
    • 15: gratitude
    • 16: grief
    • 17: joy
    • 18: love
    • 19: nervousness
    • 20: optimism
    • 21: pride
    • 22: realization
    • 23: relief
    • 24: remorse
    • 25: sadness
    • 26: surprise
    • 27: neutral
  • id: 数据ID，数据类型为字符串。

• 数据集划分:

  • train: 训练集，包含43410个样本，大小为4224138字节。
  • validation: 验证集，包含5426个样本，大小为527119字节。
  • test: 测试集，包含5427个样本，大小为524443字节。

• 数据集大小:

  • 下载大小: 3464716字节
  • 总数据集大小: 5275700字节

配置

• config_name: default
  • 数据文件路径:
    • train: data/train-*
    • validation: data/validation-*
    • test: data/test-*

许可证

• license: apache-2.0