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获取&解析东方财富股票数据
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| import pandas as pd | |
| import os | |
| import time | |
| path_eastmoney = "./data_parsed/" | |
| path_jointquant = "./data_jq/" | |
| path_result = "./data_comb/" | |
| list_eastmoney = os.listdir(path_eastmoney) | |
| list_jq = os.listdir(path_jointquant) | |
| for em in list_eastmoney: | |
| if em in list_jq: | |
| df_em = pd.read_csv(path_eastmoney + em) | |
| df_jq = pd.read_csv(path_jointquant + em, encoding = "gbk") | |
| for i in range(len(df_jq)): | |
| _time = time.strptime(str(df_jq["交易日期"][i]), "%Y%m%d") | |
| df_jq.loc[i, "交易日期"] = time.strftime("%Y-%m-%d",_time) | |
| comb = pd.merge(df_em, df_jq, how = "left", | |
| left_on = "time", right_on = "交易日期") | |
| comb = comb.drop(["交易日期"], axis = 1) | |
| comb.to_csv(path_result + em, index = False) |
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| import requests | |
| import pandas as pd | |
| import time | |
| url = "http://push2his.eastmoney.com/api/qt/stock/kline/get?fields1=f1%2Cf2%2Cf3%2Cf4%2Cf5%2Cf6&fields2=f51%2Cf52%2Cf53%2Cf54%2Cf55%2Cf56%2Cf57%2Cf58%2Cf59%2Cf60%2Cf61&klt=101&fqt=1&secid={0}.{1}&beg=0&end=20500000" | |
| len_flist = len(open("stocklist.txt", "r").readlines()) | |
| with open("stocklist.txt") as flist: | |
| for i_stock, stock in enumerate(flist): | |
| parts = stock.split(".") | |
| now = parts[0] | |
| stocktype = parts[1].replace("\n", "").upper() | |
| print("[%d / %d] - %s.%s" % (i_stock + 1, len_flist, now, stocktype)) | |
| if stocktype == "SH": | |
| ntype = 1 | |
| elif stocktype == "SZ": | |
| ntype = 0 | |
| else: | |
| continue | |
| with requests.get(url.format(ntype, now)) as response: | |
| with open("./data/%s.%s.json" % (now, stocktype), "w") as fout: | |
| fout.write(response.text) | |
| time.sleep(0.8) |
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| from concurrent.futures import ProcessPoolExecutor | |
| import multiprocessing | |
| import pandas as pd | |
| import json | |
| import os | |
| data_folder = "./data/" | |
| parsed_folder = "./data_parsed/" | |
| def parse(filelist): | |
| for file in filelist: | |
| with open(data_folder + file) as f: | |
| dic = json.load(f) | |
| lines = dic["data"]["klines"] | |
| # 时间 开盘 收盘 最高 最低 成交量 成交额 换手率 振幅 涨幅 涨跌幅 | |
| df = pd.DataFrame(columns=["time", "open", "close", "high", "low", "Volume", "Turnover", "Turnover_rate", "amplitude", "Increase", "Change"]) | |
| for line in lines: | |
| parts = line.split(",") | |
| df = df.append([{"time": parts[0], "open": parts[1], "close": parts[2], | |
| "high": parts[3], "low": parts[4], "Volume": parts[5], | |
| "Turnover": parts[6], "Turnover_rate": parts[10], "amplitude": parts[7], | |
| "Increase": parts[8], "Change": parts[9]}], ignore_index = True) | |
| df.to_csv(parsed_folder + file[:-5] + ".csv", index = False) | |
| print("%d stock parsed!" % len(filelist)) | |
| if __name__ == "__main__": | |
| flist = os.listdir(data_folder) | |
| len_flist = len(flist) | |
| n_proc = multiprocessing.cpu_count() | |
| processes = ProcessPoolExecutor(n_proc) | |
| n_perprocess = len_flist // n_proc | |
| if len_flist % n_proc != 0: | |
| n_perprocess += 1 | |
| for i in range(n_proc): | |
| index = i * n_perprocess | |
| processes.submit(parse, flist[index:index + n_perprocess if len_flist > index + n_perprocess else len_flist]) | |
| processes.shutdown(wait=True) |
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| 688118.SH | |
| 600158.SH | |
| 300021.SZ | |
| 300424.SZ | |
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| 300066.SZ | |
| 600992.SH | |
| 002875.SZ | |
| 600526.SH | |
| 603181.SH | |
| 600416.SH | |
| 601011.SH | |
| 300480.SZ | |
| 603322.SH | |
| 600503.SH | |
| 300214.SZ | |
| 600887.SH | |
| 688068.SH | |
| 300362.SZ | |
| 002294.SZ | |
| 603063.SH | |
| 000068.SZ | |
| 000925.SZ | |
| 002390.SZ | |
| 603393.SH | |
| 002033.SZ | |
| 002902.SZ | |
| 002676.SZ | |
| 600797.SH | |
| 002067.SZ | |
| 002862.SZ | |
| 601688.SH | |
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| 300016.SZ | |
| 300667.SZ | |
| 300231.SZ | |
| 002273.SZ | |
| 688029.SH | |
| 600033.SH | |
| 300810.SZ | |
| 300593.SZ | |
| 600778.SH | |
| 300687.SZ | |
| 000959.SZ | |
| 600720.SH | |
| 002868.SZ | |
| 300778.SZ | |
| 300735.SZ | |
| 000816.SZ | |
| 000627.SZ | |
| 002820.SZ | |
| 600647.SH | |
| 600549.SH | |
| 603085.SH | |
| 688066.SH | |
| 600290.SH | |
| 603123.SH | |
| 002315.SZ | |
| 688365.SH | |
| 600655.SH | |
| 002401.SZ | |
| 000858.SZ | |
| 601696.SH | |
| 601231.SH | |
| 600078.SH | |
| 002665.SZ | |
| 300040.SZ | |
| 002381.SZ | |
| 300195.SZ | |
| 600007.SH | |
| 300050.SZ | |
| 603128.SH | |
| 600433.SH | |
| 603667.SH | |
| 600257.SH | |
| 002542.SZ | |
| 002375.SZ | |
| 300083.SZ | |
| 600606.SH | |
| 688028.SH | |
| 603227.SH | |
| 688185.SH | |
| 688165.SH | |
| 300368.SZ | |
| 000422.SZ | |
| 300600.SZ | |
| 300525.SZ | |
| 002130.SZ | |
| 002842.SZ | |
| 688338.SH | |
| 002474.SZ | |
| 000931.SZ | |
| 300268.SZ | |
| 002234.SZ | |
| 002656.SZ | |
| 002598.SZ | |
| 600973.SH | |
| 300789.SZ | |
| 002444.SZ | |
| 002344.SZ | |
| 603083.SH | |
| 300627.SZ | |
| 600779.SH | |
| 002448.SZ | |
| 603633.SH | |
| 002789.SZ | |
| 603668.SH | |
| 601668.SH | |
| 600292.SH | |
| 688335.SH | |
| 603026.SH | |
| 600814.SH | |
| 300658.SZ | |
| 603867.SH | |
| 600369.SH | |
| 002626.SZ | |
| 601877.SH | |
| 002233.SZ | |
| 600722.SH | |
| 300496.SZ | |
| 603859.SH | |
| 300340.SZ | |
| 002770.SZ | |
| 002352.SZ | |
| 002588.SZ | |
| 300314.SZ | |
| 300020.SZ | |
| 600742.SH | |
| 600048.SH | |
| 000615.SZ | |
| 601838.SH | |
| 603903.SH | |
| 600860.SH | |
| 000635.SZ | |
| 000953.SZ | |
| 603136.SH | |
| 603179.SH | |
| 002412.SZ | |
| 688023.SH | |
| 300403.SZ | |
| 002144.SZ | |
| 688101.SH | |
| 300783.SZ | |
| 002796.SZ | |
| 300217.SZ | |
| 601002.SH | |
| 300630.SZ | |
| 300696.SZ | |
| 000025.SZ | |
| 600648.SH | |
| 300099.SZ | |
| 300124.SZ | |
| 603390.SH | |
| 600765.SH | |
| 002278.SZ | |
| 603611.SH | |
| 002943.SZ | |
| 603289.SH | |
| 601118.SH | |
| 002403.SZ | |
| 688378.SH | |
| 600127.SH | |
| 002050.SZ | |
| 603499.SH | |
| 600569.SH | |
| 300303.SZ | |
| 002459.SZ | |
| 002514.SZ | |
| 002885.SZ | |
| 603311.SH | |
| 603486.SH | |
| 300608.SZ | |
| 000792.SZ | |
| 600677.SH | |
| 000800.SZ | |
| 002887.SZ | |
| 002463.SZ | |
| 002891.SZ | |
| 688358.SH | |
| 603909.SH | |
| 002857.SZ | |
| 603059.SH | |
| 600764.SH | |
| 002415.SZ | |
| 002865.SZ | |
| 300444.SZ | |
| 002510.SZ | |
| 300164.SZ | |
| 688157.SH | |
| 603017.SH | |
| 603977.SH | |
| 300742.SZ | |
| 600657.SH | |
| 600507.SH | |
| 300773.SZ | |
| 002653.SZ | |
| 300176.SZ | |
| 605006.SH | |
| 000531.SZ | |
| 002156.SZ | |
| 600798.SH | |
| 600956.SH | |
| 000069.SZ | |
| 603496.SH | |
| 002821.SZ | |
| 600666.SH | |
| 603917.SH | |
| 688090.SH | |
| 603109.SH | |
| 603178.SH | |
| 300811.SZ | |
| 600730.SH | |
| 002828.SZ | |
| 002329.SZ | |
| 300114.SZ | |
| 600409.SH | |
| 300740.SZ | |
| 300151.SZ | |
| 000533.SZ | |
| 002112.SZ | |
| 002461.SZ | |
| 002057.SZ | |
| 002537.SZ | |
| 603037.SH | |
| 600375.SH | |
| 300065.SZ | |
| 600610.SH | |
| 002180.SZ | |
| 300154.SZ | |
| 002251.SZ | |
| 002216.SZ | |
| 002701.SZ | |
| 300084.SZ | |
| 603359.SH | |
| 601068.SH | |
| 000027.SZ | |
| 000088.SZ | |
| 600226.SH | |
| 300655.SZ | |
| 603701.SH | |
| 688388.SH | |
| 603168.SH | |
| 300715.SZ | |
| 600104.SH | |
| 002455.SZ | |
| 000965.SZ | |
| 002232.SZ | |
| 002597.SZ | |
| 300415.SZ | |
| 000061.SZ | |
| 300478.SZ | |
| 002734.SZ | |
| 600819.SH | |
| 300118.SZ | |
| 300313.SZ | |
| 600233.SH | |
| 000669.SZ | |
| 600521.SH | |
| 002120.SZ | |
| 688398.SH | |
| 603005.SH | |
| 600598.SH | |
| 600529.SH | |
| 600446.SH | |
| 300747.SZ | |
| 300386.SZ | |
| 603053.SH | |
| 002099.SZ | |
| 000915.SZ | |
| 688588.SH | |
| 002242.SZ | |
| 600345.SH | |
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| 605168.SH | |
| 600619.SH | |
| 600391.SH | |
| 300730.SZ | |
| 603286.SH | |
| 000960.SZ | |
| 300506.SZ | |
| 002328.SZ | |
| 300228.SZ | |
| 600066.SH | |
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| 300353.SZ | |
| 300382.SZ | |
| 600039.SH | |
| 002955.SZ | |
| 300685.SZ | |
| 000983.SZ | |
| 002503.SZ | |
| 300807.SZ | |
| 002210.SZ | |
| 000059.SZ | |
| 002181.SZ | |
| 603321.SH | |
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| 002689.SZ | |
| 601456.SH | |
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| 000796.SZ | |
| 600307.SH | |
| 300439.SZ | |
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| 002675.SZ | |
| 002023.SZ | |
| 000650.SZ | |
| 600694.SH | |
| 603992.SH | |
| 601000.SH | |
| 300166.SZ | |
| 300873.SZ | |
| 300712.SZ | |
| 300796.SZ | |
| 000882.SZ | |
| 600773.SH | |
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| 300267.SZ | |
| 002420.SZ | |
| 603716.SH | |
| 000662.SZ | |
| 603680.SH | |
| 000920.SZ | |
| 002071.SZ | |
| 000596.SZ | |
| 603520.SH | |
| 002755.SZ | |
| 600641.SH | |
| 002591.SZ | |
| 600419.SH | |
| 000883.SZ | |
| 600741.SH | |
| 300420.SZ | |
| 600126.SH | |
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| 002262.SZ | |
| 300623.SZ | |
| 603260.SH | |
| 688215.SH | |
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| 000939.SZ | |
| 600831.SH | |
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| 603330.SH | |
| 600605.SH | |
| 603686.SH | |
| 600159.SH | |
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| 300862.SZ | |
| 002997.SZ | |
| 300291.SZ | |
| 600528.SH | |
| 002222.SZ | |
| 688508.SH | |
| 002271.SZ | |
| 300355.SZ | |
| 601567.SH | |
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| 300348.SZ | |
| 603488.SH | |
| 601100.SH | |
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| 688390.SH | |
| 603725.SH | |
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| 603239.SH | |
| 603600.SH | |
| 002214.SZ | |
| 300721.SZ | |
| 603197.SH | |
| 002511.SZ | |
| 688599.SH | |
| 300026.SZ | |
| 600103.SH | |
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| 002115.SZ | |
| 300096.SZ | |
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| 002229.SZ | |
| 600167.SH | |
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| 000799.SZ | |
| 603339.SH | |
| 002950.SZ | |
| 000055.SZ | |
| 601168.SH | |
| 002227.SZ | |
| 600179.SH | |
| 000825.SZ | |
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| 002172.SZ | |
| 601288.SH | |
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| 600061.SH | |
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| 000990.SZ | |
| 300442.SZ | |
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| 300458.SZ | |
| 002825.SZ | |
| 603367.SH | |
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| 002936.SZ | |
| 603885.SH | |
| 002889.SZ | |
| 600939.SH | |
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| 002668.SZ | |
| 600393.SH | |
| 002261.SZ | |
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| 002014.SZ | |
| 603876.SH | |
| 601801.SH | |
| 000030.SZ | |
| 000029.SZ | |
| 600392.SH | |
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| 300033.SZ | |
| 601998.SH | |
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| 002933.SZ | |
| 600162.SH | |
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| 000963.SZ | |
| 002240.SZ | |
| 688289.SH | |
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| 300451.SZ | |
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| 000525.SZ | |
| 300587.SZ | |
| 600476.SH | |
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| 002856.SZ | |
| 000829.SZ | |
| 002164.SZ | |
| 600597.SH | |
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| 600636.SH | |
| 000010.SZ | |
| 688085.SH | |
| 300205.SZ | |
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| 000900.SZ | |
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| 600383.SH | |
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| 300508.SZ | |
| 600183.SH | |
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| 300045.SZ | |
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| 000685.SZ | |
| 603886.SH | |
| 300369.SZ | |
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| 688159.SH | |
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| 002512.SZ | |
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| 688981.SH | |
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| 600674.SH | |
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| 000428.SZ | |
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| 000779.SZ | |
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| 000890.SZ | |
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| 300001.SZ | |
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| 600622.SH | |
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| 600909.SH | |
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| 603039.SH | |
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| 600223.SH | |
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| 002019.SZ | |
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| 002030.SZ | |
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| 000100.SZ | |
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| 000430.SZ | |
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| 601999.SH | |
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| 300561.SZ | |
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| 603858.SH | |
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| 002372.SZ | |
| 000661.SZ | |
| 600361.SH | |
| 002253.SZ | |
| 002298.SZ | |
| 300678.SZ | |
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| 300391.SZ | |
| 000709.SZ | |
| 600801.SH | |
| 300381.SZ | |
| 002478.SZ | |
| 000421.SZ | |
| 000666.SZ | |
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| 002599.SZ | |
| 002684.SZ | |
| 603696.SH | |
| 300467.SZ | |
| 002002.SZ | |
| 601933.SH | |
| 002311.SZ | |
| 000058.SZ | |
| 300490.SZ | |
| 603383.SH | |
| 300098.SZ | |
| 000529.SZ | |
| 300054.SZ | |
| 300500.SZ | |
| 600738.SH | |
| 600600.SH | |
| 600095.SH | |
| 002198.SZ | |
| 000566.SZ | |
| 000548.SZ | |
| 002877.SZ | |
| 000777.SZ | |
| 600555.SH | |
| 300430.SZ | |
| 603355.SH | |
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| 603090.SH | |
| 300822.SZ | |
| 002711.SZ | |
| 600201.SH | |
| 002395.SZ | |
| 600545.SH | |
| 300737.SZ | |
| 300283.SZ | |
| 688010.SH | |
| 300236.SZ | |
| 002075.SZ | |
| 601865.SH | |
| 600774.SH | |
| 300707.SZ | |
| 300371.SZ | |
| 603320.SH | |
| 002528.SZ | |
| 600804.SH | |
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| 603990.SH | |
| 000710.SZ | |
| 000656.SZ | |
| 600690.SH | |
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| 300406.SZ | |
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| 300615.SZ | |
| 601800.SH | |
| 300324.SZ | |
| 600770.SH | |
| 600540.SH | |
| 000417.SZ | |
| 300698.SZ | |
| 002817.SZ | |
| 603351.SH | |
| 002131.SZ | |
| 300427.SZ | |
| 688116.SH | |
| 002152.SZ | |
| 000523.SZ | |
| 000545.SZ | |
| 600458.SH | |
| 600683.SH | |
| 603429.SH | |
| 002318.SZ | |
| 000919.SZ | |
| 600339.SH | |
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| 002479.SZ | |
| 601886.SH | |
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| 688058.SH | |
| 002035.SZ | |
| 000823.SZ | |
| 300004.SZ | |
| 601233.SH | |
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| 300300.SZ | |
| 002249.SZ | |
| 300819.SZ | |
| 600090.SH | |
| 603980.SH | |
| 002965.SZ | |
| 300147.SZ | |
| 603507.SH | |
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| 002671.SZ | |
| 300311.SZ | |
| 600241.SH | |
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| 300428.SZ | |
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| 002559.SZ | |
| 300820.SZ | |
| 601368.SH | |
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| 600508.SH | |
| 300031.SZ | |
| 000969.SZ | |
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| 300618.SZ | |
| 002205.SZ | |
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| 603688.SH | |
| 002032.SZ | |
| 300103.SZ | |
| 002724.SZ | |
| 000488.SZ | |
| 300101.SZ | |
| 300376.SZ | |
| 600630.SH | |
| 002602.SZ | |
| 002339.SZ | |
| 300523.SZ | |
| 603768.SH | |
| 603922.SH | |
| 000683.SZ | |
| 002608.SZ | |
| 603613.SH | |
| 002046.SZ | |
| 300752.SZ | |
| 300241.SZ | |
| 300209.SZ | |
| 000727.SZ | |
| 603956.SH | |
| 300705.SZ | |
| 601113.SH | |
| 000908.SZ | |
| 688186.SH | |
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| 300364.SZ | |
| 300022.SZ | |
| 002615.SZ | |
| 600505.SH | |
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| 002835.SZ | |
| 002718.SZ | |
| 601212.SH | |
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| 000625.SZ | |
| 002930.SZ | |
| 300660.SZ | |
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| 603319.SH | |
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| 002763.SZ | |
| 300137.SZ | |
| 600055.SH | |
| 002286.SZ | |
| 603958.SH | |
| 000501.SZ | |
| 603067.SH | |
| 000158.SZ | |
| 300540.SZ | |
| 600215.SH | |
| 002928.SZ | |
| 600173.SH | |
| 000878.SZ | |
| 600248.SH | |
| 300837.SZ | |
| 002154.SZ | |
| 002699.SZ | |
| 300601.SZ | |
| 601988.SH | |
| 002727.SZ | |
| 600718.SH | |
| 002037.SZ | |
| 600399.SH | |
| 300462.SZ | |
| 600681.SH | |
| 000902.SZ | |
| 300591.SZ | |
| 600128.SH | |
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| 600866.SH | |
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| 300341.SZ | |
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| 603055.SH | |
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| 601997.SH | |
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| 000782.SZ | |
| 603717.SH | |
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| 002204.SZ | |
| 002922.SZ | |
| 300753.SZ | |
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| 600211.SH | |
| 300224.SZ | |
| 002993.SZ | |
| 002077.SZ | |
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| 600265.SH | |
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| 300189.SZ | |
| 600811.SH | |
| 300320.SZ | |
| 002743.SZ | |
| 688111.SH | |
| 000023.SZ | |
| 600986.SH | |
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| 603915.SH | |
| 002159.SZ | |
| 000561.SZ | |
| 603967.SH | |
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| 000860.SZ | |
| 603889.SH | |
| 002185.SZ | |
| 300202.SZ | |
| 600011.SH | |
| 300549.SZ | |
| 600151.SH | |
| 002140.SZ | |
| 603020.SH | |
| 000877.SZ | |
| 600163.SH | |
| 300247.SZ | |
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| 002659.SZ | |
| 300434.SZ | |
| 600487.SH | |
| 000530.SZ | |
| 002476.SZ | |
| 000613.SZ | |
| 000955.SZ | |
| 300003.SZ | |
| 300453.SZ | |
| 300394.SZ | |
| 000639.SZ | |
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| 600352.SH | |
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| 002592.SZ | |
| 300553.SZ | |
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| 002485.SZ | |
| 600331.SH | |
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| 300651.SZ | |
| 000014.SZ | |
| 300097.SZ | |
| 002915.SZ | |
| 000638.SZ | |
| 300821.SZ | |
| 600691.SH | |
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| 600271.SH | |
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| 000687.SZ | |
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| 300232.SZ | |
| 688027.SH | |
| 002809.SZ | |
| 000761.SZ | |
| 000005.SZ | |
| 600714.SH | |
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| 000760.SZ | |
| 300677.SZ | |
| 603912.SH | |
| 002411.SZ | |
| 300152.SZ | |
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| 600710.SH | |
| 300716.SZ | |
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| 002049.SZ | |
| 300286.SZ | |
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| 600620.SH | |
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| 000663.SZ | |
| 300461.SZ | |
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| 600460.SH | |
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| 002990.SZ | |
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| 601377.SH | |
| 000701.SZ | |
| 300025.SZ | |
| 002274.SZ | |
| 601678.SH | |
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| 300185.SZ | |
| 601366.SH | |
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| 002316.SZ | |
| 000887.SZ | |
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| 600573.SH | |
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| 603887.SH | |
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| 603987.SH | |
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| 300785.SZ | |
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| 000690.SZ | |
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| 603131.SH | |
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| 300076.SZ | |
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| 600408.SH | |
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| 600305.SH | |
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| 600410.SH | |
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| 300564.SZ | |
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| 002061.SZ | |
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| 300111.SZ | |
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| 300366.SZ | |
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| 600559.SH | |
| 300425.SZ | |
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| 600051.SH | |
| 002951.SZ | |
| 603021.SH | |
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| 600608.SH | |
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| 000001.SZ | |
| 300607.SZ | |
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| 002122.SZ | |
| 000875.SZ | |
| 000090.SZ | |
| 603456.SH | |
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| 002852.SZ | |
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| 300249.SZ | |
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| 002568.SZ | |
| 300199.SZ | |
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| 000002.SZ | |
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| 600239.SH | |
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| 600242.SH | |
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| 002406.SZ | |
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| 603988.SH | |
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| 000937.SZ | |
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| 000019.SZ | |
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| 600929.SH | |
| 300641.SZ | |
| 603797.SH | |
| 300034.SZ | |
| 300502.SZ | |
| 600750.SH | |
| 300108.SZ | |
| 603327.SH | |
| 601186.SH | |
| 000759.SZ | |
| 600000.SH | |
| 600816.SH | |
| 002939.SZ | |
| 600802.SH | |
| 000606.SZ | |
| 600462.SH | |
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| 603117.SH | |
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| 002630.SZ | |
| 300141.SZ | |
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| 002380.SZ | |
| 002435.SZ | |
| 600527.SH | |
| 002142.SZ | |
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| 300750.SZ | |
| 002549.SZ | |
| 002713.SZ | |
| 600851.SH | |
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| 603160.SH | |
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| 002376.SZ | |
| 600859.SH | |
| 601595.SH | |
| 300008.SZ | |
| 000584.SZ | |
| 300691.SZ | |
| 002231.SZ | |
| 300577.SZ | |
| 000037.SZ | |
| 603013.SH | |
| 000056.SZ | |
| 603938.SH | |
| 300106.SZ | |
| 300666.SZ | |
| 002239.SZ | |
| 688556.SH | |
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| 600420.SH | |
| 002076.SZ | |
| 300791.SZ | |
| 002694.SZ | |
| 600790.SH | |
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| 688336.SH | |
| 000752.SZ | |
| 300801.SZ | |
| 300582.SZ | |
| 600138.SH | |
| 300351.SZ | |
| 603139.SH | |
| 000628.SZ | |
| 600561.SH | |
| 688389.SH | |
| 000636.SZ | |
| 603682.SH | |
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| 600658.SH | |
| 002147.SZ | |
| 300842.SZ | |
| 603035.SH | |
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| 002913.SZ | |
| 603595.SH | |
| 000713.SZ | |
| 600120.SH | |
| 002795.SZ | |
| 600258.SH | |
| 603997.SH | |
| 002918.SZ | |
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| 002776.SZ | |
| 300768.SZ | |
| 000571.SZ | |
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| 600823.SH | |
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| 300299.SZ | |
| 300146.SZ | |
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| 603881.SH | |
| 300792.SZ | |
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| 688393.SH | |
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| 002917.SZ | |
| 300563.SZ | |
| 002170.SZ | |
| 688258.SH | |
| 002715.SZ | |
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| 002040.SZ | |
| 002785.SZ | |
| 300128.SZ | |
| 300803.SZ | |
| 600587.SH | |
| 002781.SZ | |
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| 300432.SZ | |
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| 300157.SZ | |
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| 300441.SZ | |
| 601009.SH | |
| 300640.SZ | |
| 300197.SZ | |
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| 000598.SZ | |
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| 601016.SH | |
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| 002146.SZ | |
| 300870.SZ | |
| 000819.SZ | |
| 000668.SZ | |
| 002600.SZ | |
| 000401.SZ | |
| 603318.SH | |
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| 002161.SZ | |
| 000035.SZ | |
| 300429.SZ | |
| 600654.SH | |
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| 300551.SZ | |
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| 002864.SZ | |
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| 603555.SH | |
| 300847.SZ | |
| 002421.SZ | |
| 002555.SZ | |
| 600978.SH | |
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| 600711.SH | |
| 002021.SZ | |
| 000609.SZ | |
| 600250.SH | |
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| 600389.SH | |
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| 000599.SZ | |
| 603920.SH | |
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| 600129.SH | |
| 300331.SZ | |
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| 603309.SH | |
| 600139.SH | |
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| 300519.SZ | |
| 002031.SZ | |
| 300227.SZ | |
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| 600281.SH | |
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| 000703.SZ | |
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| 600856.SH | |
| 300010.SZ | |
| 002723.SZ | |
| 603398.SH | |
| 000723.SZ | |
| 600469.SH | |
| 688600.SH | |
| 002219.SZ | |
| 601218.SH | |
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| 300598.SZ | |
| 600015.SH | |
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| 300521.SZ | |
| 600759.SH | |
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| 603811.SH | |
| 002388.SZ | |
| 603027.SH | |
| 000534.SZ | |
| 603098.SH | |
| 300501.SZ | |
| 300548.SZ | |
| 300389.SZ | |
| 002721.SZ | |
| 600276.SH | |
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| 600896.SH | |
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| 002078.SZ | |
| 300609.SZ | |
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| 002110.SZ | |
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| 002011.SZ | |
| 002258.SZ | |
| 600809.SH | |
| 300256.SZ | |
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| 603138.SH | |
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| 600136.SH | |
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| 600353.SH | |
| 000600.SZ | |
| 601615.SH | |
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| 600776.SH | |
| 002925.SZ | |
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| 603392.SH | |
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| 300418.SZ | |
| 600548.SH | |
| 000652.SZ | |
| 600998.SH | |
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| 300552.SZ | |
| 600615.SH | |
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| 300799.SZ | |
| 000921.SZ | |
| 002850.SZ | |
| 300738.SZ | |
| 002679.SZ | |
| 600079.SH | |
| 000538.SZ | |
| 600702.SH | |
| 300590.SZ | |
| 300145.SZ | |
| 600975.SH | |
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| 002317.SZ | |
| 603489.SH | |
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| 002104.SZ | |
| 300616.SZ | |
| 300266.SZ | |
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| 300758.SZ | |
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| 603626.SH | |
| 002290.SZ | |
| 300726.SZ | |
| 002975.SZ | |
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| 600463.SH | |
| 002815.SZ | |
| 300081.SZ | |
| 688069.SH | |
| 300078.SZ | |
| 300319.SZ | |
| 002100.SZ | |
| 600222.SH | |
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| 000651.SZ | |
| 601298.SH | |
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| 002193.SZ | |
| 600708.SH | |
| 300771.SZ | |
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| 603976.SH | |
| 000821.SZ | |
| 600746.SH | |
| 000673.SZ | |
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| 000619.SZ | |
| 300483.SZ | |
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| 601860.SH | |
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| 000750.SZ | |
| 002468.SZ | |
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| 300450.SZ | |
| 600755.SH | |
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| 300012.SZ | |
| 002760.SZ | |
| 600481.SH | |
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| 603833.SH | |
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| 300139.SZ | |
| 000680.SZ | |
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| 300725.SZ | |
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| 300602.SZ | |
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| 600824.SH | |
| 300354.SZ | |
| 000021.SZ | |
| 002840.SZ | |
| 605333.SH | |
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| 300779.SZ | |
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| 300170.SZ | |
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| 600988.SH | |
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| 603266.SH | |
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| 688099.SH | |
| 002044.SZ | |
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| 002717.SZ | |
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| 601689.SH | |
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| 300805.SZ | |
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| 603856.SH | |
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| 603233.SH | |
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| 002895.SZ | |
| 300621.SZ | |
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| 603729.SH | |
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| 600028.SH | |
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| 603500.SH | |
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| 000655.SZ |
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