realtime-news
RepositoryFreeTrack real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent, Toutiao, 36Kr, Hupu, Pengpai, Huxiu, Tieba, and Juejin. Compare platform trends to spot breaking stories and niche buzz fast. Monitor headlines for research, brand watch, and content planning.
Capabilities3 decomposed
real-time trend tracking across multiple platforms
Medium confidenceThis capability aggregates and analyzes trending topics from various Chinese social media platforms like Weibo, Baidu, and Zhihu using a microservices architecture that allows for modular data collection and processing. It employs web scraping and API integrations to pull real-time data, which is then processed through a centralized analytics engine that identifies and compares trends across platforms, enabling users to spot breaking stories quickly. The distinct aspect is its ability to handle multiple data sources in parallel, ensuring timely updates.
Utilizes a microservices architecture for modular data collection, allowing for real-time updates from multiple sources simultaneously.
More comprehensive than single-platform trackers because it aggregates data from various sources, providing a holistic view of trends.
cross-platform comparison of trending topics
Medium confidenceThis capability allows users to compare trending topics across different platforms by normalizing data formats and employing a unified scoring system to rank trends based on engagement metrics. It uses a combination of statistical analysis and machine learning algorithms to identify correlations and divergences in trending topics, enabling users to understand platform-specific dynamics and audience interests. The unique aspect is its scoring system that adjusts for platform-specific engagement metrics.
Employs a unified scoring system that adjusts for engagement metrics specific to each platform, allowing for accurate comparisons.
More nuanced than basic comparison tools because it accounts for platform-specific engagement metrics.
headline monitoring for research and brand watch
Medium confidenceThis capability continuously monitors and aggregates headlines from various platforms, utilizing a combination of web scraping and API calls to ensure comprehensive coverage. It employs natural language processing (NLP) techniques to categorize and summarize headlines, making it easier for users to track relevant news for research or brand monitoring purposes. The distinct feature is its NLP-driven categorization that helps in filtering headlines based on user-defined keywords or topics.
Incorporates NLP techniques for categorizing and summarizing headlines, enhancing the relevance of monitored content.
More effective than traditional RSS feeds because it uses NLP for better filtering and categorization.
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
Related Artifactssharing capabilities
Artifacts that share capabilities with realtime-news, ranked by overlap. Discovered automatically through the match graph.
TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
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TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
Best For
- ✓content strategists analyzing social media trends
- ✓journalists looking for breaking news
- ✓brands monitoring public sentiment
- ✓data analysts comparing social media performance
- ✓marketers strategizing cross-platform campaigns
- ✓brand managers monitoring public perception
- ✓researchers tracking relevant news articles
Known Limitations
- ⚠Dependent on the availability of public APIs from social media platforms; scraping may violate terms of service.
- ⚠Requires extensive data cleaning and normalization, which may introduce latency.
- ⚠NLP categorization may not be 100% accurate; requires user input for optimal filtering.
Requirements
Input / Output
UnfragileRank
UnfragileRank is computed from adoption signals, documentation quality, ecosystem connectivity, match graph feedback, and freshness. No artifact can pay for a higher rank.
Repository Details
About
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent, Toutiao, 36Kr, Hupu, Pengpai, Huxiu, Tieba, and Juejin. Compare platform trends to spot breaking stories and niche buzz fast. Monitor headlines for research, brand watch, and content planning.
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