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Browse files- .gitattributes +2 -59
- README.md +62 -3
- weibo_dataset_info.json +3 -0
- weibo_full_data.json +3 -0
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README.md
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# Weibo Posts Dataset
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## 数据集描述
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这是一个微博帖子及评论数据集,包含用户发布的帖子内容以及相应的评论。
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## 数据统计
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- **总帖子数**: 2,012
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- **总评论数**: 31,869
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- **有评论的帖子**: 1,658 (82.4%)
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- **无评论的帖子**: 354 (17.6%)
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- **平均每帖评论数**: 15.8
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## 数据格式
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数据以JSONL格式存储,每行包含一个完整的帖子记录:
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```json
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{
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"post_id": "帖子ID",
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"text": "帖子内容",
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"created_at": "发布时间",
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"reposts_count": 转发数,
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"comments_count": 原始评论数,
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"attitudes_count": 点赞数,
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"comments": [评论列表],
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"actual_comments_count": 实际抓取评论数,
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"has_comments": true/false,
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"comment_ratio": 评论获取比例
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}
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```
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## 使用方法
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### Python
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```python
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import json
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# 读取数据
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posts = []
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with open('weibo_dataset.jsonl', 'r', encoding='utf-8') as f:
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for line in f:
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posts.append(json.loads(line))
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# 或使用pandas
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import pandas as pd
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posts_df = pd.read_json('weibo_dataset.jsonl', lines=True)
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```
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### Hugging Face Datasets
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```python
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from datasets import load_dataset
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dataset = load_dataset('your-username/weibo-posts-dataset')
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```
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## 数据来源
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数据通过微博公开API合法采集,仅用于学术研究目的。
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## 许可证
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请遵守相关法律法规和平台使用条款。
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## 更新日志
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- v1.0 (2025-01-04): 初始版本发布
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weibo_dataset_info.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:1ddeeef438582fb249f103ea17cab77d71bc2495f3d6a3e10fca54255b79fa6d
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size 1340
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weibo_full_data.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:aecd1d6d3eab5ad13effdf65a1168fbdec96581d57241c029855008dc27c378e
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size 402990
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