PyPI 官网下载 | akshare-0.8.92.tar.gz

 [](https://pypi.org/project/akshare/) [](https://pypi.org/project/akshare/) [](https://pepy.tech/project/akshare) [](https://akshare.readthedocs.io/zh_CN/latest/?badge=latest) [](https://github.com/psf/black) [](https://github.com/jindaxiang/akshare) [](https://github.com/jindaxiang/akshare/actions) [](https://github.com/jindaxiang/akshare/blob/master/LICENSE) [](https://github.com/jindaxiang/akshare) [](https://github.com/jindaxiang/akshare) [](https://github.com/jindaxiang/akshare) [](https://github.com/prettier/prettier) ## Overview [AKShare](https://github.com/jindaxiang/akshare) requires Python(64 bit) 3.7 or greater, aims to make fetch financial data as convenient as possible. **Write less, get more!** - Documentation: [中文文档](https://akshare.readthedocs.io/zh_CN/latest/) #  ## Installation ### General ``` pip install akshare --upgrade ``` ### China ```cmd pip install akshare -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host=mirrors.aliyun.com --upgrade ``` ### PR Please check out [documentation](https://www.akshare.xyz/zh_CN/latest/contributor.html) if you want to contribute to AKShare ### Docker #### Pull images ``` docker pull registry.cn-hangzhou.aliyuncs.com/akshare/akdocker ``` #### Run AkDocker ``` docker run -it registry.cn-hangzhou.aliyuncs.com/akshare/akdocker python ``` #### Test AkDocker ```python import akshare as ak ak.__version__ ``` ## Usage ### Data Code ```python import akshare as ak hist_df = ak.stock_us_daily(symbol="AMZN") # Get U.S. stock Amazon's price info print(hist_df) ``` Output ``` open high low close volume date 1997-05-15 29.25 30.0000 23.1300 23.5000 6013000.0 1997-05-16 23.63 23.7500 20.5000 20.7500 1225000.0 1997-05-19 21.13 21.2500 19.5000 20.5000 508900.0 1997-05-20 20.75 21.0000 19.6300 19.6300 455600.0 1997-05-21 19.63 19.7500 16.5000 17.1300 1571100.0 ... ... ... ... ... 2021-01-04 3270.00 3272.0000 3144.0200 3186.6299 4205801.0 2021-01-05 3166.01 3223.3799 3165.0601 3218.5100 2467255.0 2021-01-06 3146.48 3197.5090 3131.1599 3138.3799 4065357.0 2021-01-07 3157.00 3208.5420 3155.0000 3162.1599 3320882.0 2021-01-08 3180.00 3190.6399 3142.2000 3182.7000 3410288.0 [5951 rows x 5 columns] ``` ### Plot Code ```python import akshare as ak import mplfinance as mpf # Please install mplfinance as follows: pip install mplfinance stock_us_daily_df = ak.stock_us_daily(symbol="AAPL", adjust="qfq") stock_us_daily_df = stock_us_daily_df[["open", "high", "low", "close", "volume"]] stock_us_daily_df.columns = ["Open", "High", "Low", "Close", "Volume"] stock_us_daily_df.index.name = "Date" stock_us_daily_df = stock_us_daily_df["2020-04-01": "2020-04-29"] mpf.plot(stock_us_daily_df, type='candle', mav=(3, 6, 9), volume=True, show_nontrading=False) ``` Output  ## Communication Pay attention to **数据科学实战** WeChat Official Accounts to get the [AKShare](https://github.com/jindaxiang/akshare) updated info: <div align=center> <img src="https://github.com/jindaxiang/akshare/blob/master/example/images/ds.png"> </div> Application to add **AKShare-官方** QQ group and talk about [AKShare](https://github.com/jindaxiang/akshare) issues, QQ group number: 328736477 <div align=center> <a target="_blank" href="https://qm.qq.com/cgi-bin/qm/qr?k=Hf_P_qZN_iEn8V9rj67ufEWpMOpB6v7t&jump_from=webapi"><img border="0" src="https://jfds-1252952517.cos.ap-chengdu.myqcloud.com/akshare/readme/qrcode/qr_code_328736477.png" alt="AKShare-官方" title="AKShare-官方"></a> </div> ## Features - **Easy of use**: Just one line code to fetch the data; - **Extensible**: Easy to customize your own code with other application; - **Powerful**: Python ecosystem. ## Tutorials 1. [Overview](https://akshare.readthedocs.io/zh_CN/latest/akshare/ak-introduction.html) 2. [Installation](https://akshare.readthedocs.io/zh_CN/latest/akshare/ak-installation.html) 3. [Tutorial](https://akshare.readthedocs.io/zh_CN/latest/akshare/ak-tutorial.html) 4. [Data Dict](https://akshare.readthedocs.io/zh_CN/latest/README.html) 5. [Subjects](https://akshare.readthedocs.io/zh_CN/latest/subjects/index.html) ## Contribution [AKShare](https://github.com/jindaxiang/akshare) is still under developing, feel free to open issues and pull requests: - Report or fix bugs - Require or publish interface - Write or fix documentation - Add test cases > Notice: We use [Black](https://black.readthedocs.io/en/stable/) to format the code ## Statement 1. All data provided by [AKShare](https://github.com/jindaxiang/akshare) is just for academic research purpose; 2. The data provided by [AKShare](https://github.com/jindaxiang/akshare) is for reference only and does not constitute any investment proposal; 3. Any investor based on [AKShare](https://github.com/jindaxiang/akshare) research should pay more attention to data risk; 4. [AKShare](https://github.com/jindaxiang/akshare) will insist on providing open-source financial data; 5. Based on some uncontrollable factors, some data interfaces in [AKShare](https://github.com/jindaxiang/akshare) may be removed; 6. Please follow the relevant open-source protocol used by [AKShare](https://github.com/jindaxiang/akshare) ## Show your style Use the badge in your project's README.md: ```markdown [](https://github.com/jindaxiang/akshare) ``` Using the badge in README.rst: ``` .. image:: https://img.shields.io/badge/Data%20Science-AKShare-green :target: https://github.com/jindaxiang/akshare ``` Looks like this: [](https://github.com/jindaxiang/akshare) ## Citation Please use this **bibtex** if you want to cite this repository in your publications: ``` @misc{akshare, author = {Albert King}, title = {AKShare}, year = {2019}, publisher = {GitHub}, journal = {GitHub repository}, howpublished = {\url{https://github.com/jindaxiang/akshare}}, } ``` ## Acknowledgement Special thanks [FuShare](https://github.com/LowinLi/fushare) for the opportunity of learning from the project; Special thanks [TuShare](https://github.com/waditu/tushare) for the opportunity of learning from the project; Thanks for the data provided by [生意社网站](http://www.100ppi.com/); Thanks for the data provided by [奇货可查网站](https://qhkch.com/); Thanks for the data provided by [智道智科网站](https://www.ziasset.com/); Thanks for the data provided by [中国银行间市场交�