{"skill":{"slug":"akshare-finance","displayName":"Akshare Finance","summary":"AKShare财经数据接口库封装，提供股票、期货、期权、基金、外汇、债券、指数、加密货币等金融产品的基本面数据、实时和历史行情数据、衍生数据。","description":"---\nname: akshare-finance\ndescription: AKShare财经数据接口库封装，提供股票、期货、期权、基金、外汇、债券、指数、加密货币等金融产品的基本面数据、实时和历史行情数据、衍生数据。\nmetadata:\n  {\n    \"openclaw\":\n      {\n        \"emoji\": \"📈\",\n        \"requires\": { \"pip\": [\"akshare>=1.12\", \"pandas>=1.5\"] },\n        \"install\":\n          [\n            {\n              \"id\": \"pip-install\",\n              \"kind\": \"pip\",\n              \"packages\": [\"akshare>=1.12\", \"pandas>=1.5\"],\n              \"label\": \"安装AKShare依赖\"\n            }\n          ]\n      }\n  }\nkeywords:\n  - 股票\n  - 财经\n  - 行情\n  - 加密货币\n  - 宏观经济\n  - AKShare\n---\n\n# AKShare财经数据技能\n\n## 快速开始\n\n```bash\n# 安装依赖\npip install akshare pandas\n\n# 测试安装\npython -c \"import akshare; print(akshare.__version__)\"\n```\n\n## 核心功能\n\n### 1. 股票行情\n\n```python\nimport akshare as ak\n\n# A股实时行情\nstock_zh_a_spot_em()  # 东方财富A股\n\n# 股票K线数据\nstock_zh_kline(symbol=\"000001\", period=\"daily\", adjust=\"qfq\")\n\n# 港股行情\nstock_hk_spot_em()  # 港股实时\n\n# 美股\nstock_us_spot()  # 美股实时\n```\n\n### 2. 宏观经济\n\n```python\n# GDP数据\nmacro_china_gdp()  # 中国GDP\n\n# CPI通胀\nmacro_china_cpi()  # 中国CPI\n\n# PMI采购经理指数\nmacro_china_pmi()  # 中国PMI\n\n# 货币供应量\nmacro_china_m2()  # M2广义货币\n```\n\n### 3. 加密货币\n\n```python\n# 币种列表\ncrypto_binance_symbols()  # 币安交易对\n\n# 实时价格\ncrypto_binance_btc_usdt_spot()  # BTC/USDT\n\n# K线数据\ncrypto_binance_btc_usdt_kline(period=\"daily\")\n```\n\n### 4. 外汇贵金属\n\n```python\n# 外汇汇率\nforex_usd_cny()  # 美元兑人民币\n\n# 贵金属\nmetals_shibor()  # 上海银行间拆借利率\n\n# 金银价格\nmetals_gold()  # 国际金价\n```\n\n### 5. 财务数据\n\n```python\n# 股票基本面\nstock_fundamental(symbol=\"000001\")  # 基本面数据\n\n# 估值指标\nstock_valuation(symbol=\"000001\")  # PE、PB等\n\n# 盈利能力\nstock_profit_em(symbol=\"000001\")\n```\n\n## 常用组合\n\n### 投资组合监控\n\n```python\nimport akshare as ak\nimport pandas as pd\n\n# 监控自选股\ntickers = [\"000001\", \"000002\", \"600519\"]\nfor ticker in tickers:\n    df = ak.stock_zh_kline(symbol=ticker, period=\"daily\", adjust=\"qfq\", start_date=\"20240101\")\n    latest = df.iloc[-1]\n    print(f\"{ticker}: 收盘价={latest['close']}, 涨跌幅={latest['pct_chg']}%\")\n```\n\n### 市场概览\n\n```python\n# A股大盘\nindex_zh_a_spot()  # 大盘指数\n\n# 涨跌幅排行\nstock_zh_a_spot_em()[['代码', '名称', '涨跌幅']].sort_values('涨跌幅', ascending=False)\n```\n\n## 注意事项\n\n1. **数据来源**: 公开财经网站，仅用于学术研究\n2. **商业风险**: 投资有风险，决策需谨慎\n3. **更新频率**: 实时数据可能有延迟\n4. **数据验证**: 建议多数据源交叉验证\n\n## 输出格式\n\n默认返回Pandas DataFrame，可直接处理：\n\n```python\ndf = ak.stock_zh_a_spot_em()\nprint(df.head())  # 查看前5行\nprint(df.columns)  # 查看列名\ndf.to_csv(\"data.csv\")  # 保存CSV\n```\n\n## 参考文档\n\n- AKShare文档: https://akshare.akfamily.xyz/\n- GitHub: https://github.com/akfamily/akshare\n","topics":["加密货币","Akshare","股票","行情","财经"],"tags":{"latest":"1.0.0"},"stats":{"comments":1,"downloads":8582,"installsAllTime":311,"installsCurrent":85,"stars":15,"versions":1},"createdAt":1772204869129,"updatedAt":1778491660149},"latestVersion":{"version":"1.0.0","createdAt":1772204869129,"changelog":"akshare-finance 1.0.0\n\n- 首次发布，基于AKShare接口库封装财经数据查询功能\n- 支持获取股票、期货、期权、基金、外汇、债券、指数、加密货币等金融产品的基本面及行情数据\n- 提供宏观经济指标、财务数据、市场概览与投资组合监控示例\n- 默认返回Pandas DataFrame，便于数据处理与分析\n- 简要说明安装方法和常见用法","license":null},"metadata":{"setup":[],"os":null,"systems":null},"owner":{"handle":"benangel65","userId":"s175pbv1q01ta7vq6q8mqq78j1884vpm","displayName":"BenAngel65","image":"https://avatars.githubusercontent.com/u/100173461?v=4"},"moderation":null}