python pip install akshare python import akshare as ak import mplfinance as mpf stock_zh_a_daily_hfq_df = ak.stock_zh_a_daily(symbol="sh600519", adjust="qfq") mc = mpf.make_marketcolors(up='red', down='green', edge='black', wick='black', volume='in') s = mpf.make_mpf_style(marketcolors=mc) python import akshare as ak import mplfinance as mpf stock_zh_a_minute_df = ak.stock_zh_a_minute(symbol="sh600519") add_plot = mpf.make_addplot(stock_zh_a_minute_df["close"], panel='lower', color='r', secondary=True) mc = mpf.make_marketcolors(base_mpf_style='nightclouds', ohlc='blue', volume='gray', mavcolors=["#4e9a06","#dc322f","#135888"], ) s = mpf.make_mpf_style(marketcolors=mc) python import akshare as ak import pyecharts.options as opts from pyecharts.charts import Map province_distribution = ak.covid_19_province_distribution() province_list = list(province_distribution.keys()) m = ( Map() .add("", [list(z) for z in zip(province_list, value)], "china") .set_global_opts( visualmap_opts=opts.VisualMapOpts(max_=max(value)), ) ) m.render("province_distribution.html")