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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。
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Based on SOC occupation classification
| name | akshare-finance |
| description | 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。 |
| metadata | {"openclaw":{"emoji":"📈","requires":{"pip":["akshare>=1.12","pandas>=1.5"]},"install":[{"id":"pip-install","kind":"pip","packages":["akshare>=1.12","pandas>=1.5"],"label":"安装AKShare依赖"}]}} |
| keywords | ["股票","财经","行情","加密货币","宏观经济","AKShare"] |
# 安装依赖
pip install akshare pandas
# 测试安装
python -c "import akshare; print(akshare.__version__)"
import akshare as ak
# A股实时行情
stock_zh_a_spot_em() # 东方财富A股
# 股票K线数据
stock_zh_kline(symbol="000001", period="daily", adjust="qfq")
# 港股行情
stock_hk_spot_em() # 港股实时
# 美股
stock_us_spot() # 美股实时
# GDP数据
macro_china_gdp() # 中国GDP
# CPI通胀
macro_china_cpi() # 中国CPI
# PMI采购经理指数
macro_china_pmi() # 中国PMI
# 货币供应量
macro_china_m2() # M2广义货币
# 币种列表
crypto_binance_symbols() # 币安交易对
# 实时价格
crypto_binance_btc_usdt_spot() # BTC/USDT
# K线数据
crypto_binance_btc_usdt_kline(period="daily")
# 外汇汇率
forex_usd_cny() # 美元兑人民币
# 贵金属
metals_shibor() # 上海银行间拆借利率
# 金银价格
metals_gold() # 国际金价
# 股票基本面
stock_fundamental(symbol="000001") # 基本面数据
# 估值指标
stock_valuation(symbol="000001") # PE、PB等
# 盈利能力
stock_profit_em(symbol="000001")
import akshare as ak
import pandas as pd
# 监控自选股
tickers = ["000001", "000002", "600519"]
for ticker in tickers:
df = ak.stock_zh_kline(symbol=ticker, period="daily", adjust="qfq", start_date="20240101")
latest = df.iloc[-1]
print(f"{ticker}: 收盘价={latest['close']}, 涨跌幅={latest['pct_chg']}%")
# A股大盘
index_zh_a_spot() # 大盘指数
# 涨跌幅排行
stock_zh_a_spot_em()[['代码', '名称', '涨跌幅']].sort_values('涨跌幅', ascending=False)
默认返回Pandas DataFrame，可直接处理：
df = ak.stock_zh_a_spot_em()
print(df.head()) # 查看前5行
print(df.columns) # 查看列名
df.to_csv("data.csv") # 保存CSV
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