51cto??_??????.py 文件源码

def main():
    #?????????????????, ?????????
    stock_list = {"zsyh":"600036","jsyh":"601939","szzs":"000001","pfyh":"600000","msyh":"600061"}

    for stock, code in stock_list.items():
        globals()[stock] = tsh.get_hist_data(code,start="2015-01-01",end="2016-04-16")
        #code:?????start:?????end:????
    #print(zsyh) #???????????
    make_end_line()
    print(zsyh.head())
    make_end_line()
    print(zsyh.columns)
    make_end_line()
    """
    ????

    date???
    open????
    high????
    close????
    low????
    volume????
    price_change?????
    p_change????
    ma5?5???
    ma10?10???
    ma20: 20???
    v_ma5: 5???
    v_ma10: 10???
    v_ma20: 20???
    turnover:???[???????]
    """
    print(zsyh.describe())
    make_end_line()
    print(zsyh.info())
    make_end_line()
    plt.show(zsyh["close"].plot(figsize=(12,8))) #???????????
    #pd.set_option("display.float_format", lambda x: "%10.3f" % x) 
    plt.show(zsyh["volume"].plot(figsize=(12,8)))
    zsyh[["close","ma5","ma10","ma20"]].plot(subplots = True)
    plt.show()
    plt.show(zsyh[["close","ma5","ma10","ma20"]].plot(figsize=(12,8),linewidth=2))
    plt.show(zsyh["p_change"].plot())
    plt.show(zsyh["p_change"].plot(figsize=(10,4),legend=True,linestyle="--",marker="o"))
    #???????????
    plt.show(zsyh["p_change"].hist(bins=20))
    plt.show(zsyh["p_change"].plot.kde()) #?????
                                          #?????(kernel density estimation)?????????????????
    plt.show(sns.kdeplot(zsyh["p_change"].dropna()))
    plt.show(sns.distplot(zsyh["p_change"].dropna())) #??????????????????????