blinoff/healthcare_facilities_reviews
收藏Hugging Face2022-10-23 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/blinoff/healthcare_facilities_reviews
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资源简介：
---
language:
- ru
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
task_categories:
- text-classification
task_ids:
- sentiment-classification
---
### Dataset Summary
The dataset contains user reviews about medical facilities.
In total it contains 70,597 reviews. The detailed distribution on sentiment scale is:
- 41,419 positive reviews;
- 29,178 negative reviews.
### Data Fields
Each sample contains the following fields:
- **review_id**;
- **category** category of medical facility (one of 48);
- **title**: review title;
- **content**: review text;
- **sentiment**: sentiment (<em>positive</em> or <em>negative</em>);
- **source_url**.
### Python
```python3
import pandas as pd
df = pd.read_json('healthcare_facilities_reviews.jsonl', lines=True)
df.sample(5)
```
提供机构：
blinoff
原始信息汇总
数据集概述
该数据集包含关于医疗设施的用户评论，总计70,597条评论。情感分布如下：
- 正面评论：41,419条
- 负面评论：29,178条
数据字段
每个样本包含以下字段：
- review_id：评论ID
- category：医疗设施类别（共48种）
- title：评论标题
- content：评论内容
- sentiment：情感倾向（正面或负面）
- source_url：来源链接
