What types of datasets are available?

We offer historical news archives, industry-specific corpora, sentiment-labeled datasets, entity-annotated collections, and custom datasets built to your specifications. Datasets range from general news to specialized domains like finance, technology, or healthcare.

How are Premium Datasets different from the API?

While our API provides real-time access to current news, Premium Datasets deliver large historical collections optimized for batch processing. Datasets are pre-cleaned, formatted for your use case, and delivered in bulk for offline analysis.

Can I use Premium Datasets for machine learning training?

Absolutely. Our datasets are designed for ML applications including NLP model training, sentiment analysis, named entity recognition, text classification, and language model fine-tuning. Labels and annotations are included where applicable.

What formats are Premium Datasets available in?

Receive datasets in JSON, CSV, Parquet, or other formats optimized for your workflow. We can customize field selection, structure, and encoding to match your data pipeline requirements.

How do I request a custom dataset?

Contact our team with your requirements including topics, date ranges, sources, and desired format. We will scope the dataset, provide pricing, and deliver according to your specifications.

What is the pricing for Premium Datasets?

Pricing varies based on dataset size, complexity, and customization requirements. Contact us for a quote tailored to your specific needs. Enterprise licensing options are available for large-scale deployments.

How are Premium Datasets delivered?

Receive datasets via secure download, cloud storage transfer (S3, GCS), or API bulk endpoints depending on size and your preferences. We ensure reliable, efficient delivery of even very large datasets.

超过6,000名开发者信赖

高级数据集

Last updated: May 30, 2026

为任何应用程序快速获取大量结构化和准确的公共web数据。

实时新闻文章从 177 国家

在 60 语言

好处

高级数据集特性

Premium Datasets are bulk data deliveries of structured news content optimized for machine learning, research, and large-scale analysis. Receive cleaned, normalized data in formats ready for immediate use in your AI training, NLP projects, or research initiatives.

免费试用14天

了解更多有关空气污染指数的资料

请求高级数据集

结构化和准确的数据

大量数据

可定制的数据参数

与您的应用程序轻松集成

特征

不要把时间浪费在复杂的功能上

复杂的功能变得简单。我们的API提供了一个简单的方法来访问来自世界各地的新闻文章。我们提供了一个简单、一致和易于使用的API来访问来自数千个来源的新闻文章。

新闻空气污染指数

以多种格式导出数据
行业监控
品牌监控
市场情报
风险管理
竞争情报
传媒监察
情绪分析
趋势分析
故事分组
预测社会趋势
多语言支持
观众参与
地理分析
实时突发新闻
历史数据访问
Custom News Feeds
News Aggregation
Content Filtering
超过50个集成

提取其他数据

工业界
地点
人
机构名称
Brands
Events
Disasters
Diseases
连结
媒体报道
Images & Videos
主题标签
作者
资料来源
重复检测
出版商排名
文章情感
Readability Score
Language Detection
和更多

分析

情绪分析
舆情分析
分类
财务分析
趋势分析
故事分组
内容摘要
实体识别
关键词提取
主题建模
事件检测
命名实体识别
文本分类
Controversy Detection
Trust Score Analysis
参与度指标
源偏差检测
质量排名
垃圾邮件检测
情绪检测

高级搜索

按地点搜寻
按日期范围搜索
按资料来源搜寻
按类别搜寻
按行业搜寻
按情绪搜寻
按故事搜寻
按出版商排名搜寻
按语言搜索
按实体搜索
按关键词搜索
布尔搜索
邻近搜索
分面搜索
范围查询
按作者搜索
按媒体类型搜索
按突发新闻搜索
按阅读时间搜索
+ 超过65个过滤器

超过 500,000+ 资料来源

APITube受到世界各地团队的信任，帮助他们以前所未有的速度构建和交付令人惊叹的数字体验。

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常见问题解答

: Premium Datasets are bulk data deliveries of structured news content optimized for machine learning, research, and large-scale analysis. Receive cleaned, normalized data in formats ready for immediate use in your AI training, NLP projects, or research initiatives.
: We offer historical news archives, industry-specific corpora, sentiment-labeled datasets, entity-annotated collections, and custom datasets built to your specifications. Datasets range from general news to specialized domains like finance, technology, or healthcare.
: While our API provides real-time access to current news, Premium Datasets deliver large historical collections optimized for batch processing. Datasets are pre-cleaned, formatted for your use case, and delivered in bulk for offline analysis.
: Absolutely. Our datasets are designed for ML applications including NLP model training, sentiment analysis, named entity recognition, text classification, and language model fine-tuning. Labels and annotations are included where applicable.
: Receive datasets in JSON, CSV, Parquet, or other formats optimized for your workflow. We can customize field selection, structure, and encoding to match your data pipeline requirements.
: Contact our team with your requirements including topics, date ranges, sources, and desired format. We will scope the dataset, provide pricing, and deliver according to your specifications.
: Pricing varies based on dataset size, complexity, and customization requirements. Contact us for a quote tailored to your specific needs. Enterprise licensing options are available for large-scale deployments.
: Receive datasets via secure download, cloud storage transfer (S3, GCS), or API bulk endpoints depending on size and your preferences. We ensure reliable, efficient delivery of even very large datasets.