{"id":21352025,"url":"https://github.com/chinobing/quantinvest","last_synced_at":"2025-04-09T07:10:23.264Z","repository":{"id":107116161,"uuid":"367274827","full_name":"chinobing/QuantInvest","owner":"chinobing","description":"cnvar.cn及个人微信公众号【QuantInvest】里面提及的编程代码, 对股票各种研究和折腾分析A股市场的各种现象和投资机会，涉及编程、股票模型、分析研究、杂谈等，代码是python，以jupyter notebook展示。","archived":false,"fork":false,"pushed_at":"2024-12-21T04:16:04.000Z","size":5457,"stargazers_count":73,"open_issues_count":0,"forks_count":21,"subscribers_count":7,"default_branch":"main","last_synced_at":"2025-04-02T05:07:52.492Z","etag":null,"topics":["akshare","cagr","due-diligence","jupyter-notebook","jupyterlab","pyspider","python","stock-market","tushare"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/chinobing.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-05-14T06:49:13.000Z","updated_at":"2025-03-11T04:29:40.000Z","dependencies_parsed_at":"2025-01-23T03:11:37.665Z","dependency_job_id":"b6406576-cfbb-468b-bd24-3ffc36c5f9f5","html_url":"https://github.com/chinobing/QuantInvest","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chinobing%2FQuantInvest","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chinobing%2FQuantInvest/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chinobing%2FQuantInvest/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chinobing%2FQuantInvest/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/chinobing","download_url":"https://codeload.github.com/chinobing/QuantInvest/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247994122,"owners_count":21030050,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["akshare","cagr","due-diligence","jupyter-notebook","jupyterlab","pyspider","python","stock-market","tushare"],"created_at":"2024-11-22T03:12:19.016Z","updated_at":"2025-04-09T07:10:23.244Z","avatar_url":"https://github.com/chinobing.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## 关于\n- 网站：\n  - [cnVaR.cn](https://cnvar.cn) - 价值分析（不更新）\n  - [blog.f10.org](https://blog.f10.org) - 金融知识体系（**主更新**）\n\n- 雪球:  \n  - [柯西君_BingWong](https://xueqiu.com/u/enalpha) - Python + 炒股 = 跨界韭菜.（不更新）\n\n- 数据源：\n   - [tushare.pro大数据开放社区](https://tushare.pro/register?reg=333980) - 免费数据，但需要一定的积分； 这里的股票数据基本是用了tushare的API\n   - [akshare](https://www.akshare.xyz/) - 完全免费的开源财经数据接口库\n\n- 公众号：跨界韭菜（少更新）\n   - ![](https://cdn.jsdelivr.net/gh/filess/img16@main/2021/05/13/1620876518337-b0e0974f-0394-4e96-a0b4-8ee7b700e8c6.png)\n\n## 理论实践\n### 一、金融模型\n- [股利贴现模型 - 年化复合增长率(CAGR)](/理论实践/金融模型/Compound-Annual-Growth-Rate.ipynb) - 【[cnVaR](https://cnvar.cn/2021/06/10/chinese-stock-compounded-annual-growth-rate/)】\n\n## 量化分析\n### 一、分析方法\n#### （1）[因子分析（Factor Analysis）](https://cnvar.cn/quant/factor-analysis-intro.html)\n- [入门介绍 - 人格特征](/量化分析/分析方法/Factor%20Analysis/introduction-factor-analysis.ipynb) - 【[cnVaR](https://cnvar.cn/quant/introduction-factor-analysis.html)】\n- [基于S\u0026P500上市公司财务指标](/量化分析/分析方法/Factor%20Analysis/FactorAnalysisForCompaniesBasedOnFinancialMetricsDuringCovid19.ipynb) - 【[cnVaR](https://cnvar.cn/quant/FactorAnalysisForCompaniesBasedOnFinancialMetricsDuringCovid19.html)】\n\n#### （2）[主成分分析(Principal Component Analysis)](https://cnvar.cn/quant/principle-component-analysis-intro.html)\n- 暂无\n\n#### （3）[回归分析（Regression Analysis）](https://cnvar.cn/quant/linear-regression-intro.html)\n- [预测黄金价格走势](/量化分析/分析方法/Regression/gold-price-regression-model.ipynb) - 【[cnVaR](https://cnvar.cn/quant/gold-price-regression-model.html)】\n- [预测房价(2017, LinearRegression, RandomForest, GradientBoosting)](/量化分析/分析方法/Regression/predict-bay-area-home-price.ipynb) - 【[cnVaR](https://cnvar.cn/quant/predict-bay-area-home-price.html)】\n- [预测房价(2019, ElasticNet, Xgboost)](/量化分析/分析方法/Regression/modeling-house-price-with-regularized-linear-model-xgboost.ipynb) - 【[cnVaR](https://cnvar.cn/quant/modeling-house-price-with-regularized-linear-model-xgboost.html)】\n- [预测S\u0026P500指数价格走势(LinearRegression, RandomForest)](/量化分析/分析方法/Regression/modelling-sp500-index-price-based-on-US-economic-indicators.ipynb) - 【[cnVaR](https://cnvar.cn/quant/modelling-sp500-index-price-based-on-US-economic-indicators.html)】\n\n### 二、个股分析\n- [股票含金量 - 马靖昊](/量化分析/个股分析/quality-of-stocks.ipynb)\n    - 隆基股份、中环股份、东方日升、天合光能的财务报表含金量情况分析 - 【[cnVaR](https://cnvar.cn/2021/05/17/quality-of-stocks/)】\n - [叶飞概念股票分析](/量化分析/个股分析/yefei-concept-analysis.ipynb)\n    - 真假叶飞概念股，市值管理就可以为所欲为？？不服来辩！！！！ - 【[雪球](https://xueqiu.com/1376904303/180650865)】 、【[cnVaR](https://cnvar.cn/2021/05/24/yefei-concept/)】\n - [个股历史PE走势](/量化分析/个股分析/PE-ratio-histroical-chart.ipynb)\n    - 利用历史PE判断股票是否被高估：中材科技 - 【[微信公众号](https://mp.weixin.qq.com/s/782-PBrP8SEhOANlAxbXnw)】\n - [持股集中度](/量化分析/个股分析/correlation-shareholders-market-value.ipynb)\n    - 股东人数及持股集中度与股票涨跌幅关系 - 【[微信公众号](https://mp.weixin.qq.com/s/A0h8Ej0uT8S3ubKTFV8aaA)】\n\n### 三、市场研究\n - [科创板、创业板活跃情况](/量化分析/市场研究/chinese-stock-market-liquidity.ipynb)\n    - 科创板、创业板流动性不足，60%的股票已成僵尸股？ - 【[雪球](https://xueqiu.com/1376904303/181000930)】 、【[cnVaR](https://cnvar.cn/2021/05/27/chinese-market-liquidity/)】、【[微信公众号](https://mp.weixin.qq.com/s/O0a9YlKJN_lF99pg9SPKtg)】\n - [科创板上市企业不同阶段市盈率、市值变化](/量化分析/市场研究/科创板上市企业不同阶段市盈率、市值变化)\n    - 获取数据 - 【[cnVaR](https://cnvar.cn/2020/10/18/kcb-stats-data/)】\n    - 动态图 - 【[cnVaR](https://cnvar.cn/2020/10/20/kcb-stats-animation/)】\n - [发关注函（妖股证）后 - 股票后续走势情况](/量化分析/市场研究/stock-price-movement-after-warning-letter.ipynb)\n    - 发关注函（妖股证）之后的股票还能买吗：上能电气 - 【[微信公众号](https://mp.weixin.qq.com/s/Vn5rQ-ciivJKZgAPDvPuVQ)】\n - 股票一年后解禁的股价走势，是否有套利空间？\n    - 1、次新股一年后解禁是否有上涨空间？（初步结论+引申问题+后续研究方向） - 【[微信公众号](https://mp.weixin.qq.com/s/3tQR1o5keLUy0oRMXm7L_g)】\n    - 2、新股解禁后是否有上涨空间的影响因素：市值、PE、流通盘 - 【[微信公众号](https://mp.weixin.qq.com/s/7q7mNLivufaPtWHh_Agthg)】\n - IPO首发企业市盈率（PE）走势研究\n    - 谁在裸泳？科创板、创业板（注册制）IPO首发企业市盈率（PE）走势 - 【[微信公众号](https://mp.weixin.qq.com/s/DXYnnwjqzr_swK13uycGzQ)】\n - [申报企业-保荐机构统计](/量化分析/市场研究/applicant-sponsor-stats.ipynb)\n    - 保荐机构哪家强？企业上市通过率分析 - 【[微信公众号](https://mp.weixin.qq.com/s/wCtnnWvd4Ec5mur97hX0vA)】\n\n### 四、选股策略\n- [PEG指标(市盈率相对盈利增长比率)](/量化分析/选股策略/PEG.ipynb)\n    - 使用Python利用PEG指标选取同行中最具性价比的股票 - 【[cnVaR](https://cnvar.cn/2021/06/11/chinese-stock-PEG-stock-selections/)】\n    - 中了新股该如何操作？什么时候走最合适？浙版传媒 - 【[微信公众号](https://mp.weixin.qq.com/s/q_XHYf4J_DFet_zNvf_nsQ)】\n- [利用现金循环周期选股](/量化分析/选股策略/cash-circulation.ipynb)\n    - 空手套白狼：python发现哪些公司具备“两头吃（定价权）”的实力 - 【[cnVaR](https://cnvar.cn/2021/06/24/chinese-stock-with-pricing-power/)】\n- [ 企业价值（EV）与EBITDA比率的选股策略](/量化分析/选股策略/EV-EBITDA-stocks.ipynb)\n    - 企业价值（EV）与EBITDA比率的选股策略：隆基股份、中环股份 - 【[微信公众号](https://mp.weixin.qq.com/s/ahlS6IJ0C9lZx0qa2JAhog)】\n- [同行业跌幅排行榜](/量化分析/选股策略/Stock_Maximum_Drawdown.ipynb)\n    - 同行业跌幅排行榜，抄底个股 - 【[微信公众号](https://mp.weixin.qq.com/s/eKt2xhvpp8McBAfYiqyxQA)】\n- [避雷：亿利洁能39亿存款说没就没了 - 存贷双高 · 2024-12-21](https://github.com/chinobing/chinobing.github.io/issues/22) \n- [选股：周期性股票的交易方式-席勒市盈率 · 2024-12-21](https://github.com/chinobing/chinobing.github.io/issues/23) \n\n## 量化交易\n- [移动平均线(MA)交易策略回测](/量化交易/backtesting_moving_average.ipynb) - 【[cnVaR](https://cnvar.cn/2019/02/06/backtesting-moving-average/)】、【[微信公众号](https://mp.weixin.qq.com/s/hfkMAFSJfdqnh-wPQA9kPQ)】\n\n## 搞搞震\n## 一、爬虫类\n- [【pyspider】美国实体清单 - US Entity List](搞搞震/爬虫/US_Entity_List)\n  - 地址：`https://www.commerce.gov/tags/entity-list`\n  - 更新时间：2021-12-24\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchinobing%2Fquantinvest","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchinobing%2Fquantinvest","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchinobing%2Fquantinvest/lists"}