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guriko/autotrain-data-cv-sentiment

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Hugging Face2023-03-17 更新2024-03-04 收录
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https://hf-mirror.com/datasets/guriko/autotrain-data-cv-sentiment
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资源简介:
--- language: - en task_categories: - text-classification --- # AutoTrain Dataset for project: cv-sentiment ## Dataset Description This dataset has been automatically processed by AutoTrain for project cv-sentiment. ### Languages The BCP-47 code for the dataset's language is en. ## Dataset Structure ### Data Instances A sample from this dataset looks as follows: ```json [ { "text": "I have an educational background in the Information Technology, I graduated from Informatics Engineering at Parahyangan Catholic University in Bandung. I made a final project about Development of BPMS in Mobile Cordova Platform (Coordova Tasklist). I really excited learning new things such as my final project of learning about cordova and test the effectiveness and reusability in the business process management system.", "target": 1 }, { "text": "A college student who love technology and create projects about web and multi-platform apps.", "target": 0 } ] ``` ### Dataset Fields The dataset has the following fields (also called "features"): ```json { "text": "Value(dtype='string', id=None)", "target": "ClassLabel(names=['0', '1', '2', '3'], id=None)" } ``` ### Dataset Splits This dataset is split into a train and validation split. The split sizes are as follow: | Split name | Num samples | | ------------ | ------------------- | | train | 77 | | valid | 22 |
提供机构:
guriko
原始信息汇总

数据集概述

数据集描述

该数据集是为项目“cv-sentiment”自动处理的数据集,主要用于文本分类任务。

语言

数据集的语言标识符为BCP-47代码“en”,即英语。

数据集结构

数据实例

数据集中的样本示例如下:

json [ { "text": "I have an educational background in the Information Technology, I graduated from Informatics Engineering at Parahyangan Catholic University in Bandung. I made a final project about Development of BPMS in Mobile Cordova Platform (Coordova Tasklist). I really excited learning new things such as my final project of learning about cordova and test the effectiveness and reusability in the business process management system.", "target": 1 }, { "text": "A college student who love technology and create projects about web and multi-platform apps.", "target": 0 } ]

数据集字段

数据集包含以下字段:

  • text: 文本内容,数据类型为字符串。
  • target: 目标标签,标签值包括0, 1, 2, 3。

数据集分割

数据集被分割为训练集和验证集,分割详情如下:

分割名称 样本数量
训练集 77
验证集 22

该数据集适用于进行文本分类任务的训练和验证。

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