获取当日涨停股票,并进行概念分析。
code = 'GN812'
concept=get_concept_stocks(code, date=None)
print(concept)
['000062.XSHE', '000938.XSHE', '000988.XSHE', '002008.XSHE', '002189.XSHE', '002222.XSHE', '002270.XSHE', '002405.XSHE', '300024.XSHE', '300220.XSHE', '300283.XSHE', '600076.XSHG', '600288.XSHG', '600661.XSHG']
hu_stocks = get_index_stocks('000001.XSHG',date=None)
shen_stocks = get_index_stocks('399107.XSHE',date=None)
stocks = hu_stocks + shen_stocks
print(len(stocks))
#print(stocks)
limit_up_stocks=[]
for i in range(len(stocks)):
prices = get_price(stocks[i],count=1,end_date='2019-04-05',frequency='1d',fields=['close','high_limit'])
if prices['close'].values == prices['high_limit'].values:
name = get_security_info(stocks[i]).display_name
indus = get_industry(stocks[i],date=None)
limit_up_stocks.append(stocks[i])
#print(stocks[i]+' '+name)
#print(indus)
#print(limit_up_stocks)
3594
from jqdata import *
concepts = get_concepts()
#print(type(concepts))
#print(concepts)
#print(len(concepts))
#调用get_concept_stocks M次,M为概念总数
concept_limit_up_stock = {}
for i in range(len(concepts)):
concept=concepts.index[i]
concept_stocks = get_concept_stocks(concept, date=None)
concept_lupstk = []
#print(concept)
for j in range(len(limit_up_stocks)):
if limit_up_stocks[j] in concept_stocks :
name = get_security_info(limit_up_stocks[j]).display_name
#print (name+' '+limit_up_stocks[j]+' in '+concepts.name[i])
concept_lupstk.append(limit_up_stocks[j])
concept_limit_up_stock[concept] = concept_lupstk
#print(concept_limit_up_stock)
celebrited_concepts = sorted(concept_limit_up_stock.items(),key=lambda item:len(item[1]))[-15:]
#print(type(celebrited_concepts[0]))
#print(len(celebrited_concepts))
for i in range(len(celebrited_concepts)):
concept_tuple = celebrited_concepts[i]
concept = concept_tuple[0]
print(concepts.loc[concept]['name'])
concept_lupstk = concept_limit_up_stock[concept]
names = []
for j in range(len(concept_lupstk)):
#print(concept_lupstk)
name = get_security_info(concept_lupstk[j]).display_name
names.append(name)
#print(names)
#print('\n')
智能物流 物流 上海自贸区 触板 重组 浦东新区 领涨龙头 员工持股 证金概念 质押式回购 ST概念 地方国企 融资融券 标普道琼斯概念 成交主力
from jqdata import *
concepts = get_concepts()
limit_up_stock_concept = {}
#调用get_concept_stocks M*N次,M为概念总数,N为涨停股票数
for j in range(len(limit_up_stocks)):
stock_concepts = []
for i in range(len(concepts)):
concept=concepts.index[i]
concept_stocks = get_concept_stocks(concept, date=None)
if limit_up_stocks[j] in concept_stocks :
stock_concepts.append(concept)
#print(limit_up_stocks[j]+' '+str(stock_concepts))
limit_up_stock_concept[limit_up_stocks[j]] = stock_concepts
#print(limit_up_stock_concept)
600018.XSHG ['GN081', 'GN1028', 'GN106', 'GN1071', 'GN1101', 'GN1141', 'GN1165', 'GN1174', 'GN138', 'GN168', 'GN181', 'GN192', 'GN196', 'GN198', 'GN240', 'GN241', 'GN242', 'GN245', 'GN254', 'GN671', 'GN703', 'GN728', 'GN768', 'GN810', 'GN856'] 600115.XSHG ['GN032', 'GN1028', 'GN106', 'GN1133', 'GN1141', 'GN1174', 'GN187', 'GN193', 'GN196', 'GN198', 'GN221', 'GN240', 'GN245', 'GN254', 'GN784', 'GN843', 'GN928'] 600119.XSHG ['GN081', 'GN106', 'GN1071', 'GN108', 'GN1123', 'GN1133', 'GN1183', 'GN132', 'GN138', 'GN168', 'GN241', 'GN245', 'GN702', 'GN703', 'GN720', 'GN759', 'GN941'] 600145.XSHG ['GN1135', 'GN197'] 600149.XSHG ['GN1008', 'GN1067', 'GN1071', 'GN167', 'GN197', 'GN199', 'GN733', 'GN907'] 600150.XSHG ['GN092', 'GN104', 'GN106', 'GN1073', 'GN1080', 'GN1106', 'GN181', 'GN187', 'GN196', 'GN198', 'GN221', 'GN231', 'GN752', 'GN800', 'GN830', 'GN889', 'GN908', 'GN925', 'GN959', 'GN975', 'GN976', 'GN992'] 600163.XSHG ['GN031', 'GN036', 'GN1071', 'GN213', 'GN843', 'GN994'] 600198.XSHG ['GN030', 'GN031', 'GN069', 'GN077', 'GN098', 'GN1006', 'GN112', 'GN128', 'GN160', 'GN197', 'GN217', 'GN221', 'GN224', 'GN640', 'GN665', 'GN715', 'GN732', 'GN737', 'GN781', 'GN825', 'GN849', 'GN878', 'GN885', 'GN953'] 600234.XSHG ['GN197', 'GN199', 'GN235', 'GN781'] 600238.XSHG ['GN050', 'GN1103', 'GN1186', 'GN142', 'GN192', 'GN197', 'GN199', 'GN233', 'GN776', 'GN951'] 600360.XSHG ['GN1024', 'GN1131', 'GN1167', 'GN160', 'GN724', 'GN767', 'GN878', 'GN883', 'GN885', 'GN910', 'GN953'] 600368.XSHG ['GN1071', 'GN108', 'GN1133', 'GN176', 'GN181', 'GN840', 'GN908', 'GN942', 'GN988'] 600389.XSHG ['GN193', 'GN245', 'GN666', 'GN714'] 600399.XSHG ['GN104', 'GN1071', 'GN1103', 'GN192', 'GN193', 'GN197', 'GN685', 'GN722', 'GN726', 'GN727', 'GN767', 'GN830', 'GN842', 'GN892'] 600422.XSHG ['GN101', 'GN1076', 'GN1133', 'GN1137', 'GN1174', 'GN1185', 'GN245', 'GN745', 'GN814', 'GN990'] 600423.XSHG ['GN1071', 'GN1090', 'GN1162', 'GN197', 'GN807', 'GN877'] 600485.XSHG ['GN031', 'GN1013', 'GN1064', 'GN1183', 'GN128', 'GN193', 'GN198', 'GN224', 'GN245', 'GN254', 'GN800', 'GN849'] 600516.XSHG ['GN1070', 'GN109', 'GN1133', 'GN1161', 'GN1174', 'GN193', 'GN240', 'GN242', 'GN245', 'GN254', 'GN691', 'GN693', 'GN824', 'GN848', 'GN862', 'GN961'] 600517.XSHG ['GN028', 'GN1099', 'GN1174', 'GN1191', 'GN190', 'GN204', 'GN245', 'GN725', 'GN780', 'GN949'] 600539.XSHG ['GN1035', 'GN1145', 'GN197', 'GN220', 'GN235'] 600561.XSHG ['GN1071', 'GN235'] 600571.XSHG ['GN1013', 'GN136', 'GN192', 'GN215', 'GN223', 'GN258', 'GN639', 'GN732', 'GN825', 'GN873', 'GN887', 'GN909'] 600614.XSHG ['GN106', 'GN108', 'GN1133', 'GN1170', 'GN1174', 'GN1183', 'GN186', 'GN193', 'GN198', 'GN245', 'GN800'] 600620.XSHG ['GN1092', 'GN1188', 'GN142', 'GN199', 'GN245', 'GN733', 'GN783'] 600638.XSHG ['GN001', 'GN1016', 'GN1071', 'GN258', 'GN733', 'GN834', 'GN942', 'GN980'] 600648.XSHG ['GN032', 'GN106', 'GN1071', 'GN1088', 'GN1099', 'GN1133', 'GN1174', 'GN1189', 'GN1199', 'GN138', 'GN151', 'GN198', 'GN241', 'GN245', 'GN703', 'GN768', 'GN856'] 600685.XSHG ['GN092', 'GN104', 'GN1073', 'GN1080', 'GN1121', 'GN1174', 'GN1183', 'GN198', 'GN748', 'GN800', 'GN830', 'GN889', 'GN908', 'GN925', 'GN959', 'GN966', 'GN975', 'GN992'] 600698.XSHG ['GN1183', 'GN197', 'GN800', 'GN836', 'GN924'] 600753.XSHG ['GN670'] 600779.XSHG ['GN1092', 'GN1101', 'GN1141', 'GN1174', 'GN1189', 'GN243', 'GN705'] 600793.XSHG ['GN1071', 'GN843'] 600822.XSHG ['GN081', 'GN1071', 'GN1144', 'GN138', 'GN241', 'GN671', 'GN856', 'GN909'] 600844.XSHG ['GN106', 'GN1069', 'GN1071', 'GN192', 'GN807'] 600855.XSHG ['GN1090', 'GN110', 'GN186', 'GN210', 'GN245', 'GN685', 'GN759', 'GN766', 'GN800'] 600871.XSHG ['GN1012', 'GN1106', 'GN1133', 'GN1178', 'GN187', 'GN231', 'GN713'] 600896.XSHG ['GN050', 'GN1106', 'GN1166', 'GN197', 'GN258', 'GN639', 'GN701', 'GN776', 'GN930'] 600969.XSHG ['GN1071', 'GN1126', 'GN166', 'GN746', 'GN796'] 600975.XSHG ['GN1071', 'GN1072', 'GN1099', 'GN1133', 'GN1174', 'GN193', 'GN251', 'GN682', 'GN755', 'GN918'] 601799.XSHG ['GN1005', 'GN1141', 'GN1168', 'GN1174', 'GN162', 'GN192', 'GN243', 'GN715', 'GN836', 'GN899'] 601975.XSHG ['GN1099', 'GN1107', 'GN189'] 603002.XSHG ['GN1024', 'GN1092', 'GN1133', 'GN1156'] 603009.XSHG ['GN836'] 603079.XSHG ['GN1092', 'GN249'] 603085.XSHG ['GN1070', 'GN257', 'GN736'] 603086.XSHG [] 603128.XSHG ['GN106', 'GN1099', 'GN1144', 'GN1174', 'GN132', 'GN138', 'GN191', 'GN702', 'GN703', 'GN720'] 603329.XSHG ['GN106', 'GN132'] 603378.XSHG [] 603599.XSHG ['GN1174', 'GN244', 'GN714'] 603619.XSHG ['GN106', 'GN1110', 'GN1174', 'GN193', 'GN834', 'GN868'] 603637.XSHG [] 603639.XSHG ['GN1133', 'GN1174'] 603648.XSHG ['GN106', 'GN1071', 'GN1133', 'GN132', 'GN138', 'GN703'] 603823.XSHG ['GN248'] 603888.XSHG ['GN099', 'GN111', 'GN1133', 'GN1174', 'GN1197', 'GN643'] 603956.XSHG ['GN1099', 'GN1107', 'GN1133', 'GN189'] 603977.XSHG ['GN1071'] 603986.XSHG ['GN031', 'GN1013', 'GN1064', 'GN1133', 'GN1134', 'GN1141', 'GN160', 'GN660', 'GN901', 'GN953'] 000004.XSHE ['GN199', 'GN745', 'GN781'] 000029.XSHE ['GN1011', 'GN1017', 'GN1071', 'GN1174', 'GN733', 'GN966'] 000422.XSHE ['GN1030', 'GN1071', 'GN1162', 'GN1179', 'GN197', 'GN888'] 000503.XSHE ['GN1013', 'GN1064', 'GN1163', 'GN1174', 'GN135', 'GN157', 'GN179', 'GN192', 'GN203', 'GN245', 'GN745', 'GN776', 'GN814', 'GN906', 'GN941', 'GN974'] 000607.XSHE ['GN1071', 'GN1093', 'GN111', 'GN1133', 'GN1174', 'GN245', 'GN643', 'GN675', 'GN948', 'GN949'] 000651.XSHE ['GN076', 'GN1017', 'GN1024', 'GN1071', 'GN1101', 'GN1136', 'GN1138', 'GN1141', 'GN1163', 'GN1165', 'GN1174', 'GN1200', 'GN153', 'GN196', 'GN198', 'GN220', 'GN232', 'GN240', 'GN242', 'GN245', 'GN254', 'GN706', 'GN716', 'GN868', 'GN895', 'GN907', 'GN966', 'GN989'] 000712.XSHE ['GN1174', 'GN193', 'GN204', 'GN245', 'GN258', 'GN639', 'GN780', 'GN834'] 000723.XSHE ['GN031', 'GN1099', 'GN1133', 'GN1172', 'GN1174', 'GN166', 'GN193', 'GN687', 'GN778', 'GN823', 'GN954'] 000729.XSHE ['GN1008', 'GN1016', 'GN1044', 'GN1071', 'GN1133', 'GN1174', 'GN1189', 'GN198', 'GN245', 'GN965'] 000796.XSHE ['GN1174', 'GN163', 'GN193', 'GN199', 'GN753', 'GN964', 'GN985'] 000800.XSHE ['GN1008', 'GN1174', 'GN187', 'GN198', 'GN226', 'GN245', 'GN722', 'GN835', 'GN836', 'GN927'] 000830.XSHE ['GN1032', 'GN1033', 'GN1039', 'GN1046', 'GN1065', 'GN1071', 'GN1133', 'GN1162', 'GN1174', 'GN1179', 'GN1181', 'GN1189', 'GN193', 'GN243', 'GN245', 'GN254', 'GN807'] 000893.XSHE ['GN1105', 'GN192', 'GN197', 'GN199', 'GN647'] 000909.XSHE ['GN1071', 'GN715', 'GN770', 'GN899'] 000927.XSHE ['GN1008', 'GN171', 'GN220', 'GN221', 'GN226', 'GN689', 'GN752', 'GN835', 'GN868', 'GN872', 'GN927'] 000958.XSHE ['GN036', 'GN229', 'GN796', 'GN828', 'GN874'] 000990.XSHE ['GN1099', 'GN1133', 'GN1174', 'GN1185', 'GN148', 'GN193', 'GN200', 'GN229', 'GN243', 'GN254', 'GN814'] 000995.XSHE ['GN031', 'GN197', 'GN235'] 000996.XSHE ['GN031', 'GN1133', 'GN192', 'GN245', 'GN834'] 002064.XSHE ['GN113', 'GN1167', 'GN1174', 'GN141', 'GN245', 'GN688'] 002099.XSHE ['GN1090', 'GN1133', 'GN1137', 'GN1174', 'GN193', 'GN245', 'GN248', 'GN759', 'GN775', 'GN794', 'GN814'] 002143.XSHE ['GN111', 'GN1174', 'GN1183', 'GN193', 'GN643', 'GN755', 'GN783', 'GN918'] 002157.XSHE ['GN062', 'GN1072', 'GN1133', 'GN1141', 'GN1174', 'GN193', 'GN251', 'GN655', 'GN682', 'GN783', 'GN850', 'GN918'] 002177.XSHE ['GN1000', 'GN1013', 'GN1090', 'GN1099', 'GN1133', 'GN123', 'GN192', 'GN215', 'GN640', 'GN688', 'GN825', 'GN871'] 002188.XSHE ['GN031', 'GN111', 'GN1183', 'GN158', 'GN197', 'GN207', 'GN211', 'GN235', 'GN244', 'GN783'] 002210.XSHE ['GN040', 'GN1133', 'GN1174', 'GN1183', 'GN132', 'GN192', 'GN193', 'GN230', 'GN245', 'GN702', 'GN703', 'GN720', 'GN966'] 002279.XSHE ['GN1001', 'GN1013', 'GN1054', 'GN111', 'GN1133', 'GN1174', 'GN1183', 'GN169', 'GN192', 'GN193', 'GN207', 'GN257', 'GN709'] 002323.XSHE ['GN1135', 'GN197'] 002442.XSHE ['GN1027', 'GN1175', 'GN1178', 'GN167', 'GN961'] 002461.XSHE ['GN1017', 'GN1044', 'GN1071', 'GN1174', 'GN192', 'GN245', 'GN810', 'GN966'] 002496.XSHE ['GN130', 'GN135', 'GN182', 'GN192', 'GN257', 'GN714'] 002548.XSHE ['GN1072', 'GN1137', 'GN1180', 'GN182', 'GN192', 'GN251', 'GN257', 'GN655', 'GN918'] 002570.XSHE ['GN140', 'GN192', 'GN197', 'GN662'] 002597.XSHE ['GN1174', 'GN232', 'GN244', 'GN245', 'GN253', 'GN257'] 002606.XSHE ['GN1133', 'GN1167', 'GN190', 'GN220', 'GN719'] 002610.XSHE ['GN031', 'GN035', 'GN039', 'GN045', 'GN1038', 'GN1174', 'GN188', 'GN215', 'GN797'] 002629.XSHE ['GN103', 'GN1183', 'GN231', 'GN713'] 002648.XSHE ['GN1174', 'GN1175', 'GN192', 'GN193', 'GN244', 'GN245'] 002660.XSHE ['GN041', 'GN045', 'GN114', 'GN797', 'GN828'] 002703.XSHE ['GN076', 'GN1174', 'GN836', 'GN899'] 002748.XSHE ['GN244', 'GN652'] 002761.XSHE ['GN1125', 'GN1178', 'GN1184', 'GN185', 'GN193'] 002790.XSHE ['GN947'] 002825.XSHE ['GN106'] 002897.XSHE ['GN224', 'GN836'] 002906.XSHE ['GN1031', 'GN1132', 'GN1174', 'GN162', 'GN780'] 002951.XSHE ['GN1107', 'GN1133', 'GN189'] 002952.XSHE ['GN1107'] 300028.XSHE ['GN1135', 'GN695', 'GN773', 'GN962'] 300061.XSHE ['GN1036', 'GN106', 'GN134'] 300099.XSHE ['GN1099', 'GN166', 'GN186', 'GN215', 'GN881', 'GN979'] 300124.XSHE ['GN076', 'GN1014', 'GN1020', 'GN1038', 'GN1101', 'GN1133', 'GN1141', 'GN126', 'GN178', 'GN193', 'GN232', 'GN242', 'GN245', 'GN254', 'GN828', 'GN949', 'GN966', 'GN995'] 300135.XSHE ['GN088', 'GN758', 'GN801', 'GN868'] 300174.XSHE ['GN031', 'GN1099', 'GN1167', 'GN192'] 300194.XSHE ['GN101', 'GN1099', 'GN1133', 'GN1185', 'GN193', 'GN794'] 300240.XSHE ['GN132', 'GN702', 'GN703', 'GN720', 'GN941'] 300250.XSHE ['GN077', 'GN099', 'GN1090', 'GN112', 'GN1173', 'GN1183', 'GN131', 'GN737', 'GN887', 'GN969'] 300325.XSHE ['GN031', 'GN057', 'GN1054', 'GN1063', 'GN1133', 'GN166', 'GN193'] 300378.XSHE ['GN1001', 'GN1014', 'GN178'] 300416.XSHE ['GN949'] 300461.XSHE [] 300492.XSHE ['GN089', 'GN191'] 300540.XSHE ['GN130', 'GN888', 'GN893'] 300552.XSHE ['GN093'] 300554.XSHE ['GN045', 'GN057', 'GN1098', 'GN235'] 300561.XSHE [] 300718.XSHE [] 300762.XSHE ['GN1107', 'GN1133'] 300766.XSHE ['GN1107'] 300767.XSHE ['GN1107'] {'600018.XSHG': ['GN081', 'GN1028', 'GN106', 'GN1071', 'GN1101', 'GN1141', 'GN1165', 'GN1174', 'GN138', 'GN168', 'GN181', 'GN192', 'GN196', 'GN198', 'GN240', 'GN241', 'GN242', 'GN245', 'GN254', 'GN671', 'GN703', 'GN728', 'GN768', 'GN810', 'GN856'], '600115.XSHG': ['GN032', 'GN1028', 'GN106', 'GN1133', 'GN1141', 'GN1174', 'GN187', 'GN193', 'GN196', 'GN198', 'GN221', 'GN240', 'GN245', 'GN254', 'GN784', 'GN843', 'GN928'], '600119.XSHG': ['GN081', 'GN106', 'GN1071', 'GN108', 'GN1123', 'GN1133', 'GN1183', 'GN132', 'GN138', 'GN168', 'GN241', 'GN245', 'GN702', 'GN703', 'GN720', 'GN759', 'GN941'], '600145.XSHG': ['GN1135', 'GN197'], '600149.XSHG': ['GN1008', 'GN1067', 'GN1071', 'GN167', 'GN197', 'GN199', 'GN733', 'GN907'], '600150.XSHG': ['GN092', 'GN104', 'GN106', 'GN1073', 'GN1080', 'GN1106', 'GN181', 'GN187', 'GN196', 'GN198', 'GN221', 'GN231', 'GN752', 'GN800', 'GN830', 'GN889', 'GN908', 'GN925', 'GN959', 'GN975', 'GN976', 'GN992'], '600163.XSHG': ['GN031', 'GN036', 'GN1071', 'GN213', 'GN843', 'GN994'], '600198.XSHG': ['GN030', 'GN031', 'GN069', 'GN077', 'GN098', 'GN1006', 'GN112', 'GN128', 'GN160', 'GN197', 'GN217', 'GN221', 'GN224', 'GN640', 'GN665', 'GN715', 'GN732', 'GN737', 'GN781', 'GN825', 'GN849', 'GN878', 'GN885', 'GN953'], '600234.XSHG': ['GN197', 'GN199', 'GN235', 'GN781'], '600238.XSHG': ['GN050', 'GN1103', 'GN1186', 'GN142', 'GN192', 'GN197', 'GN199', 'GN233', 'GN776', 'GN951'], '600360.XSHG': ['GN1024', 'GN1131', 'GN1167', 'GN160', 'GN724', 'GN767', 'GN878', 'GN883', 'GN885', 'GN910', 'GN953'], '600368.XSHG': ['GN1071', 'GN108', 'GN1133', 'GN176', 'GN181', 'GN840', 'GN908', 'GN942', 'GN988'], '600389.XSHG': ['GN193', 'GN245', 'GN666', 'GN714'], '600399.XSHG': ['GN104', 'GN1071', 'GN1103', 'GN192', 'GN193', 'GN197', 'GN685', 'GN722', 'GN726', 'GN727', 'GN767', 'GN830', 'GN842', 'GN892'], '600422.XSHG': ['GN101', 'GN1076', 'GN1133', 'GN1137', 'GN1174', 'GN1185', 'GN245', 'GN745', 'GN814', 'GN990'], '600423.XSHG': ['GN1071', 'GN1090', 'GN1162', 'GN197', 'GN807', 'GN877'], '600485.XSHG': ['GN031', 'GN1013', 'GN1064', 'GN1183', 'GN128', 'GN193', 'GN198', 'GN224', 'GN245', 'GN254', 'GN800', 'GN849'], '600516.XSHG': ['GN1070', 'GN109', 'GN1133', 'GN1161', 'GN1174', 'GN193', 'GN240', 'GN242', 'GN245', 'GN254', 'GN691', 'GN693', 'GN824', 'GN848', 'GN862', 'GN961'], '600517.XSHG': ['GN028', 'GN1099', 'GN1174', 'GN1191', 'GN190', 'GN204', 'GN245', 'GN725', 'GN780', 'GN949'], '600539.XSHG': ['GN1035', 'GN1145', 'GN197', 'GN220', 'GN235'], '600561.XSHG': ['GN1071', 'GN235'], '600571.XSHG': ['GN1013', 'GN136', 'GN192', 'GN215', 'GN223', 'GN258', 'GN639', 'GN732', 'GN825', 'GN873', 'GN887', 'GN909'], '600614.XSHG': ['GN106', 'GN108', 'GN1133', 'GN1170', 'GN1174', 'GN1183', 'GN186', 'GN193', 'GN198', 'GN245', 'GN800'], '600620.XSHG': ['GN1092', 'GN1188', 'GN142', 'GN199', 'GN245', 'GN733', 'GN783'], '600638.XSHG': ['GN001', 'GN1016', 'GN1071', 'GN258', 'GN733', 'GN834', 'GN942', 'GN980'], '600648.XSHG': ['GN032', 'GN106', 'GN1071', 'GN1088', 'GN1099', 'GN1133', 'GN1174', 'GN1189', 'GN1199', 'GN138', 'GN151', 'GN198', 'GN241', 'GN245', 'GN703', 'GN768', 'GN856'], '600685.XSHG': ['GN092', 'GN104', 'GN1073', 'GN1080', 'GN1121', 'GN1174', 'GN1183', 'GN198', 'GN748', 'GN800', 'GN830', 'GN889', 'GN908', 'GN925', 'GN959', 'GN966', 'GN975', 'GN992'], '600698.XSHG': ['GN1183', 'GN197', 'GN800', 'GN836', 'GN924'], '600753.XSHG': ['GN670'], '600779.XSHG': ['GN1092', 'GN1101', 'GN1141', 'GN1174', 'GN1189', 'GN243', 'GN705'], '600793.XSHG': ['GN1071', 'GN843'], '600822.XSHG': ['GN081', 'GN1071', 'GN1144', 'GN138', 'GN241', 'GN671', 'GN856', 'GN909'], '600844.XSHG': ['GN106', 'GN1069', 'GN1071', 'GN192', 'GN807'], '600855.XSHG': ['GN1090', 'GN110', 'GN186', 'GN210', 'GN245', 'GN685', 'GN759', 'GN766', 'GN800'], '600871.XSHG': ['GN1012', 'GN1106', 'GN1133', 'GN1178', 'GN187', 'GN231', 'GN713'], '600896.XSHG': ['GN050', 'GN1106', 'GN1166', 'GN197', 'GN258', 'GN639', 'GN701', 'GN776', 'GN930'], '600969.XSHG': ['GN1071', 'GN1126', 'GN166', 'GN746', 'GN796'], '600975.XSHG': ['GN1071', 'GN1072', 'GN1099', 'GN1133', 'GN1174', 'GN193', 'GN251', 'GN682', 'GN755', 'GN918'], '601799.XSHG': ['GN1005', 'GN1141', 'GN1168', 'GN1174', 'GN162', 'GN192', 'GN243', 'GN715', 'GN836', 'GN899'], '601975.XSHG': ['GN1099', 'GN1107', 'GN189'], '603002.XSHG': ['GN1024', 'GN1092', 'GN1133', 'GN1156'], '603009.XSHG': ['GN836'], '603079.XSHG': ['GN1092', 'GN249'], '603085.XSHG': ['GN1070', 'GN257', 'GN736'], '603086.XSHG': [], '603128.XSHG': ['GN106', 'GN1099', 'GN1144', 'GN1174', 'GN132', 'GN138', 'GN191', 'GN702', 'GN703', 'GN720'], '603329.XSHG': ['GN106', 'GN132'], '603378.XSHG': [], '603599.XSHG': ['GN1174', 'GN244', 'GN714'], '603619.XSHG': ['GN106', 'GN1110', 'GN1174', 'GN193', 'GN834', 'GN868'], '603637.XSHG': [], '603639.XSHG': ['GN1133', 'GN1174'], '603648.XSHG': ['GN106', 'GN1071', 'GN1133', 'GN132', 'GN138', 'GN703'], '603823.XSHG': ['GN248'], '603888.XSHG': ['GN099', 'GN111', 'GN1133', 'GN1174', 'GN1197', 'GN643'], '603956.XSHG': ['GN1099', 'GN1107', 'GN1133', 'GN189'], '603977.XSHG': ['GN1071'], '603986.XSHG': ['GN031', 'GN1013', 'GN1064', 'GN1133', 'GN1134', 'GN1141', 'GN160', 'GN660', 'GN901', 'GN953'], '000004.XSHE': ['GN199', 'GN745', 'GN781'], '000029.XSHE': ['GN1011', 'GN1017', 'GN1071', 'GN1174', 'GN733', 'GN966'], '000422.XSHE': ['GN1030', 'GN1071', 'GN1162', 'GN1179', 'GN197', 'GN888'], '000503.XSHE': ['GN1013', 'GN1064', 'GN1163', 'GN1174', 'GN135', 'GN157', 'GN179', 'GN192', 'GN203', 'GN245', 'GN745', 'GN776', 'GN814', 'GN906', 'GN941', 'GN974'], '000607.XSHE': ['GN1071', 'GN1093', 'GN111', 'GN1133', 'GN1174', 'GN245', 'GN643', 'GN675', 'GN948', 'GN949'], '000651.XSHE': ['GN076', 'GN1017', 'GN1024', 'GN1071', 'GN1101', 'GN1136', 'GN1138', 'GN1141', 'GN1163', 'GN1165', 'GN1174', 'GN1200', 'GN153', 'GN196', 'GN198', 'GN220', 'GN232', 'GN240', 'GN242', 'GN245', 'GN254', 'GN706', 'GN716', 'GN868', 'GN895', 'GN907', 'GN966', 'GN989'], '000712.XSHE': ['GN1174', 'GN193', 'GN204', 'GN245', 'GN258', 'GN639', 'GN780', 'GN834'], '000723.XSHE': ['GN031', 'GN1099', 'GN1133', 'GN1172', 'GN1174', 'GN166', 'GN193', 'GN687', 'GN778', 'GN823', 'GN954'], '000729.XSHE': ['GN1008', 'GN1016', 'GN1044', 'GN1071', 'GN1133', 'GN1174', 'GN1189', 'GN198', 'GN245', 'GN965'], '000796.XSHE': ['GN1174', 'GN163', 'GN193', 'GN199', 'GN753', 'GN964', 'GN985'], '000800.XSHE': ['GN1008', 'GN1174', 'GN187', 'GN198', 'GN226', 'GN245', 'GN722', 'GN835', 'GN836', 'GN927'], '000830.XSHE': ['GN1032', 'GN1033', 'GN1039', 'GN1046', 'GN1065', 'GN1071', 'GN1133', 'GN1162', 'GN1174', 'GN1179', 'GN1181', 'GN1189', 'GN193', 'GN243', 'GN245', 'GN254', 'GN807'], '000893.XSHE': ['GN1105', 'GN192', 'GN197', 'GN199', 'GN647'], '000909.XSHE': ['GN1071', 'GN715', 'GN770', 'GN899'], '000927.XSHE': ['GN1008', 'GN171', 'GN220', 'GN221', 'GN226', 'GN689', 'GN752', 'GN835', 'GN868', 'GN872', 'GN927'], '000958.XSHE': ['GN036', 'GN229', 'GN796', 'GN828', 'GN874'], '000990.XSHE': ['GN1099', 'GN1133', 'GN1174', 'GN1185', 'GN148', 'GN193', 'GN200', 'GN229', 'GN243', 'GN254', 'GN814'], '000995.XSHE': ['GN031', 'GN197', 'GN235'], '000996.XSHE': ['GN031', 'GN1133', 'GN192', 'GN245', 'GN834'], '002064.XSHE': ['GN113', 'GN1167', 'GN1174', 'GN141', 'GN245', 'GN688'], '002099.XSHE': ['GN1090', 'GN1133', 'GN1137', 'GN1174', 'GN193', 'GN245', 'GN248', 'GN759', 'GN775', 'GN794', 'GN814'], '002143.XSHE': ['GN111', 'GN1174', 'GN1183', 'GN193', 'GN643', 'GN755', 'GN783', 'GN918'], '002157.XSHE': ['GN062', 'GN1072', 'GN1133', 'GN1141', 'GN1174', 'GN193', 'GN251', 'GN655', 'GN682', 'GN783', 'GN850', 'GN918'], '002177.XSHE': ['GN1000', 'GN1013', 'GN1090', 'GN1099', 'GN1133', 'GN123', 'GN192', 'GN215', 'GN640', 'GN688', 'GN825', 'GN871'], '002188.XSHE': ['GN031', 'GN111', 'GN1183', 'GN158', 'GN197', 'GN207', 'GN211', 'GN235', 'GN244', 'GN783'], '002210.XSHE': ['GN040', 'GN1133', 'GN1174', 'GN1183', 'GN132', 'GN192', 'GN193', 'GN230', 'GN245', 'GN702', 'GN703', 'GN720', 'GN966'], '002279.XSHE': ['GN1001', 'GN1013', 'GN1054', 'GN111', 'GN1133', 'GN1174', 'GN1183', 'GN169', 'GN192', 'GN193', 'GN207', 'GN257', 'GN709'], '002323.XSHE': ['GN1135', 'GN197'], '002442.XSHE': ['GN1027', 'GN1175', 'GN1178', 'GN167', 'GN961'], '002461.XSHE': ['GN1017', 'GN1044', 'GN1071', 'GN1174', 'GN192', 'GN245', 'GN810', 'GN966'], '002496.XSHE': ['GN130', 'GN135', 'GN182', 'GN192', 'GN257', 'GN714'], '002548.XSHE': ['GN1072', 'GN1137', 'GN1180', 'GN182', 'GN192', 'GN251', 'GN257', 'GN655', 'GN918'], '002570.XSHE': ['GN140', 'GN192', 'GN197', 'GN662'], '002597.XSHE': ['GN1174', 'GN232', 'GN244', 'GN245', 'GN253', 'GN257'], '002606.XSHE': ['GN1133', 'GN1167', 'GN190', 'GN220', 'GN719'], '002610.XSHE': ['GN031', 'GN035', 'GN039', 'GN045', 'GN1038', 'GN1174', 'GN188', 'GN215', 'GN797'], '002629.XSHE': ['GN103', 'GN1183', 'GN231', 'GN713'], '002648.XSHE': ['GN1174', 'GN1175', 'GN192', 'GN193', 'GN244', 'GN245'], '002660.XSHE': ['GN041', 'GN045', 'GN114', 'GN797', 'GN828'], '002703.XSHE': ['GN076', 'GN1174', 'GN836', 'GN899'], '002748.XSHE': ['GN244', 'GN652'], '002761.XSHE': ['GN1125', 'GN1178', 'GN1184', 'GN185', 'GN193'], '002790.XSHE': ['GN947'], '002825.XSHE': ['GN106'], '002897.XSHE': ['GN224', 'GN836'], '002906.XSHE': ['GN1031', 'GN1132', 'GN1174', 'GN162', 'GN780'], '002951.XSHE': ['GN1107', 'GN1133', 'GN189'], '002952.XSHE': ['GN1107'], '300028.XSHE': ['GN1135', 'GN695', 'GN773', 'GN962'], '300061.XSHE': ['GN1036', 'GN106', 'GN134'], '300099.XSHE': ['GN1099', 'GN166', 'GN186', 'GN215', 'GN881', 'GN979'], '300124.XSHE': ['GN076', 'GN1014', 'GN1020', 'GN1038', 'GN1101', 'GN1133', 'GN1141', 'GN126', 'GN178', 'GN193', 'GN232', 'GN242', 'GN245', 'GN254', 'GN828', 'GN949', 'GN966', 'GN995'], '300135.XSHE': ['GN088', 'GN758', 'GN801', 'GN868'], '300174.XSHE': ['GN031', 'GN1099', 'GN1167', 'GN192'], '300194.XSHE': ['GN101', 'GN1099', 'GN1133', 'GN1185', 'GN193', 'GN794'], '300240.XSHE': ['GN132', 'GN702', 'GN703', 'GN720', 'GN941'], '300250.XSHE': ['GN077', 'GN099', 'GN1090', 'GN112', 'GN1173', 'GN1183', 'GN131', 'GN737', 'GN887', 'GN969'], '300325.XSHE': ['GN031', 'GN057', 'GN1054', 'GN1063', 'GN1133', 'GN166', 'GN193'], '300378.XSHE': ['GN1001', 'GN1014', 'GN178'], '300416.XSHE': ['GN949'], '300461.XSHE': [], '300492.XSHE': ['GN089', 'GN191'], '300540.XSHE': ['GN130', 'GN888', 'GN893'], '300552.XSHE': ['GN093'], '300554.XSHE': ['GN045', 'GN057', 'GN1098', 'GN235'], '300561.XSHE': [], '300718.XSHE': [], '300762.XSHE': ['GN1107', 'GN1133'], '300766.XSHE': ['GN1107'], '300767.XSHE': ['GN1107']}
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