🚀 一站式A股市场监测分析系统 / One-stop A-share Market Monitoring and Analysis System
功能/Features • 示例/Examples • 安装/Installation • 使用/Usage • 贡献/Contribution
股票市场监测系统是一个强大的自动化市场分析工具，旨在帮助投资者实时监控市场动态。通过整合多种数据源和分析方法，系统能够提供全面的市场洞察，支持投资决策。
The Stock Market Monitor System is a powerful automated market analysis tool designed to help investors monitor market dynamics in real-time. By integrating multiple data sources and analytical methods, the system provides comprehensive market insights to support investment decisions.
💡 市场研判从未如此简单！ 告别繁琐的数据收集和分析过程，一键获取专业级市场报告。
Market analysis has never been easier! Say goodbye to tedious data collection and analysis processes, and get professional market reports with just one click.
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全面的市场分析: 同时覆盖宏观指数、行业板块和个股层面
Comprehensive Market Analysis: Covers macro indices, industry sectors, and individual stocks simultaneously
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实时数据更新: 通过Tushare API获取最新市场数据
Real-time Data Updates: Obtains the latest market data through Tushare API
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多维度分析指标: 资金流向、量价背离、资金集中度等多维指标
Multi-dimensional Analysis Indicators: Capital flow, price-volume divergence, capital concentration, and other multi-dimensional indicators
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自动化报告生成: 一键生成专业PDF分析报告
Automated Report Generation: One-click generation of professional PDF analysis reports
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高度可定制: 灵活的参数设置，满足不同分析需求
Highly Customizable: Flexible parameter settings to meet different analysis needs
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开箱即用: 简洁的安装和使用流程
Ready to Use: Simple installation and usage process
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市场指数表现分析: 实时监测主要市场指数的涨跌幅，提供直观的趋势图表。
Market Index Performance Analysis: Real-time monitoring of major market index gains and losses, providing intuitive trend charts.
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行业资金流向分析: 识别热门与冷门行业，分析资金净流入/流出情况。
Industry Capital Flow Analysis: Identify hot and cold industries, analyze net capital inflow/outflow.
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热点个股资金流向分析: 深入分析热点行业中的个股资金流向，识别市场热点。
Hot Stock Capital Flow Analysis: In-depth analysis of capital flow in hot industry stocks, identify market hotspots.
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全市场个股资金净流入分析: 筛选资金净流入最高的股票，提供投资参考。
Market-wide Stock Net Inflow Analysis: Filter stocks with the highest net capital inflow, providing investment references.
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量价背离指数: 评估市场虚涨风险，分析涨幅前50股票中资金净流出占比，当指数超过30%时警示潜在回调可能性。
Price-Volume Divergence Index: Evaluate market false rally risks by analyzing the percentage of stocks with net capital outflow among the top 50 gainers. When the index exceeds 30%, it alerts to potential market pullback possibilities.
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资金集中度指标: 分析市场资金分布，识别市场情绪。
Capital Concentration Indicator: Analyze market capital distribution, identify market sentiment.
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技术指标分析: 使用MACD和RSI等指标预测市场顶部和底部。
Technical Indicator Analysis: Use indicators such as MACD and RSI to predict market tops and bottoms.
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晋级率分析: 计算涨停板晋级率，评估市场热度。
Advancement Rate Analysis: Calculate limit-up board advancement rates, evaluate market heat.
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新高/新低股票数统计: 追踪市场新高新低股票数，分析市场健康度。
New High/Low Stock Count: Track the number of stocks making new highs and lows, analyze market health.
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新高优质股票筛选: 筛选创新高且满足市值、趋势、波动率、相对位置等特定条件的优质股票，辅助投资决策。
Quality New High Stock Filter: Screen for stocks that reach new highs and meet specific criteria including market value, trend, volatility, and relative position to support investment decisions.
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自动生成PDF报告: 整合所有分析结果，生成专业的PDF报告。
Automatic PDF Report Generation: Integrate all analysis results to generate professional PDF reports.
🔄 更多功能详情 / More Features
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智能日期处理: 自动识别交易日和非交易日
Intelligent Date Processing: Automatically identify trading and non-trading days
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数据异常处理: 优雅处理缺失数据和异常值
Data Anomaly Handling: Elegantly handle missing data and anomalies
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批量数据处理: 高效处理和分析大量股票数据
Batch Data Processing: Efficiently process and analyze large volumes of stock data
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自定义分析周期: 灵活设置分析的时间周期
Custom Analysis Periods: Flexibly set time periods for analysis
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数据可视化: 生成直观易读的图表
Data Visualization: Generate intuitive and readable charts
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结果持久化: 自动保存分析结果和图表
Result Persistence: Automatically save analysis results and charts
市场指数表现分析 / Market Index Performance Analysis
行业资金流向分析 / Industry Capital Flow Analysis
🔍 查看更多示例图片 / View More Example Images
热点个股资金流向 / Hot Stock Capital Flow
<p><b>量价背离指数趋势 / Price-Volume Divergence Index Trend</b></p>
<img src="https://raw.githubusercontent.com/yourusername/Stock-Market-Monitor/main/examples/divergence_index.png" alt="量价背离指数趋势" width="700"/>
🌟 PDF报告预览 / PDF Report Preview
- Python: 核心编程语言 / Core programming language
- Tushare API: 金融数据接口 / Financial data interface
- Pandas: 数据处理与分析 / Data processing and analysis
- Matplotlib: 数据可视化 / Data visualization
- ReportLab: PDF报告生成 / PDF report generation
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克隆项目到本地 / Clone the project locally:
git clone https://github.com/yourusername/Stock-Market-Monitor.git cd Stock-Market-Monitor -
安装所需依赖 / Install required dependencies:
pip install -r requirements.txt
或手动安装 / Or install manually:
pip install tushare pandas matplotlib reportlab requests numpy
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获取Tushare API Token / Get Tushare API Token:
- 在Tushare官网注册并获取API Token / Register and get API Token at Tushare official website
- 在配置文件中设置Token或通过命令行参数传入 / Set the Token in the configuration file or pass it via command line parameter
python market_monitor_report.py --date 20250325 --industries 3 --stocks 10 --days 20 --promotion-days 30 --high-low-days 30📋 参数详解 / Parameter Details
--date或-d: 分析日期，格式为YYYYMMDD，默认为最近交易日 / Analysis date, format YYYYMMDD, defaults to the most recent trading day--industries或-i: 分析的热点行业数量，默认为3个 / Number of hot industries to analyze, default is 3--stocks或-s: 每个行业分析的热门股票数量，默认为10个 / Number of hot stocks in each industry to analyze, default is 10--token或-t: Tushare API Token，可选参数 / Tushare API Token, optional parameter--days或-n: 历史分析天数，默认为20天 / Number of historical days to analyze, default is 20 days--promotion-days或-p: 涨停板晋级率分析天数，默认为30天 / Number of days for limit-up board promotion rate analysis, default is 30 days--high-low-days或-hl: 新高/新低分析天数，默认为30天 / Number of days for new high/low stock analysis, default is 30 days--output或-o: 输出目录，默认为当前目录下的reports文件夹 / Output directory, default is the reports folder in the current directory
对于首次使用，我们推荐 / For first-time users, we recommend:
# 安装依赖 / Install dependencies
pip install -r requirements.txt
# 生成最新的市场报告 / Generate the latest market report
python market_monitor_report.py
# 报告将保存在 ./reports/ 目录下 / The report will be saved in the ./reports/ directory |
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| 📈 市场热点追踪 / Market Hotspot Tracking | 💰 资金流向分析 / Capital Flow Analysis | 🔍 市场健康度评估 / Market Health Assessment |
我们欢迎所有形式的贡献，无论是新功能、文档改进还是bug修复！
We welcome all forms of contribution, whether it's new features, documentation improvements, or bug fixes!
- Fork 本仓库 / Fork this repository
- 创建您的特性分支 / Create your feature branch:
git checkout -b feature/amazing-feature - 提交您的更改 / Commit your changes:
git commit -m '添加一些特性 / Add some feature' - 推送到分支 / Push to the branch:
git push origin feature/amazing-feature - 提交拉取请求 / Submit a pull request
查看贡献指南了解更多详情 / See Contribution Guidelines for more details.
"这个工具极大地提高了我的市场分析效率，每天都能快速获取市场全貌。" - 某基金经理
"This tool greatly improved my market analysis efficiency, allowing me to quickly get a complete picture of the market every day." - Fund Manager
"量价背离和资金集中度指标帮助我及时发现了市场风险，避免了重大损失。" - 个人投资者
"The price-volume divergence and capital concentration indicators helped me discover market risks in time, avoiding significant losses." - Individual Investor
本项目采用 MIT 许可证 - 详情请参阅 LICENSE 文件。
This project is licensed under the MIT License - see the LICENSE file for details.
- 提交Issue / Submit Issues: GitHub Issues
- 电子邮件 / Email: your.email@example.com
- 微信公众号 / WeChat Official Account: 市场监测助手 (Market Monitor Assistant)
如果这个项目对您有帮助，请考虑给它一个⭐️！/ If this project helps you, please consider giving it a ⭐️!
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