「Rubyで始めるシステムトレード」を読み進めながら、オリジナルのruby codeのpythonでの記述を進めている。本書を読みながらpythonでのclassの学習も進めていて、class内からしかアクセスできないprivate methodのtest codeを作成した。pythonでこれを実現するためには、methodの名前の前に”__”を付け加えればよいということで、これは簡単にmethodへのアクセスを調整できそうだ。下記コードを実行すると、Dieter class内では__mackerel methodによりweightが-2されるが、外からのアクセス”print(dieter.__mackerel()”は無効になっていて、期待通りの動きが実現されている。
"dieter.py" class Dieter: def __init__(self, weight): self.weight = weight def true_weight(self): return (self.weight + self.__mackerel()) def __mackerel(self): return(-2) dieter = Dieter(91) print(dieter.true_weight()) print(dieter.__mackerel())
そして、証券コード、市場、売買単位を金融情報サイトから情報を抽出してファイルに保存するStockListMakerClassを作成した。オリジナルではyahoo financeからこれらの情報を抽出するが、書籍の情報が古いため、金融情報サイトはkabutanを利用することにした。SeleniumやBeautifulSoup4を用いてpythonでWeb siteから情報を抽出するのに、こちらのサンプルコードを参考にさせて頂いた。これでStockListMakerのインスタンスを作成し、証券コードを指定すれば、株探から証券コードと市場情報を取得し保存することができる。
"stock_list_maker.py" import bs4 import traceback import time from selenium import webdriver from selenium.webdriver.chrome.options import Options CHROMEDRIVER = "C:/Users/itot/chromedriver.exe" INTERVAL_TIME = 2 class StockListMaker: def __init__(self, market): self.market = market self.data_dir = "data" self.stock_info = [] self.options = Options() self.options.add_argument('--hedless') self.driver = webdriver.Chrome(CHROMEDRIVER, options=self.options) def get_stock_info(self, code): page = self.open_page(code) data = self.parse(page) if not data: return if "None" in data: return data.insert(0,code) print(data) self.stock_info.append(data) def save_stock_list(self): with open('./list.txt', 'w', encoding='utf-8') as f: print(*self.stock_info, sep='\n', file=f) f.close() ## Private def open_page(self, code): try: base_url = "https://kabutan.jp/stock/?code=" url = base_url + code self.driver.get(url) self.driver.implicitly_wait(10) page_source = self.driver.page_source time.sleep(INTERVAL_TIME) return page_source except Exception as e: print("Exception\n" + traceback.format_exc()) return None def parse(self, page): try: soup = bs4.BeautifulSoup(page, features='lxml') base_elem = soup.find("div", class_="si_i1_1") if base_elem: market = None unit = None market_elem = base_elem.find("span", class_="market") unit_elem = soup.find("div", id="stockinfo_i2") if market_elem: market = market_elem.text if unit_elem: unit = unit_elem.find_all("dd") data = [market,unit[1].text] return data except Exception as e: print("Exception\n" + traceback.format_exc()) return None
Seleniumnにより株探から安定して必要な情報を抽出するには、コード内の”time.sleep(INTERVAL_TIME)”が非常に重要なようだ。このStockListMaker classを使って全銘柄の市場と売買単位を取得するには、以下のコードを実行する。
"make_stock_list.py" from stock_list_maker import StockListMaker slm = StockListMaker(":t") for code in range(1300,10000): slm.get_stock_info(str(code)) slm.save_stock_list()
まだStockListMakerは未完成で以下の修正が必要であるが、概ね期待通りの動作を実現できている。リストが完成するまでおよそ6時間かかる。高速化のためには、株探からのdata取得のINTERVAL_TIMEをもう少し短くしてもいいのかもしれない。
- StockListMakerインスタンス作成時の引数”:t”の扱い
- 出力表示[‘3968’, ‘東証P’, ‘100株 ‘]等の英字表記への変更
- 上場廃止になった銘柄(市場がNone)データの削除
- 最終的なファイルへの出力形式
[‘1301’, ‘東証P’, ‘100株 ‘]
[‘1305’, ‘東証E’, ’10株 ‘]
[‘1306’, ‘東証E’, ’10株 ‘]
[‘1308’, ‘東証E’, ‘100株 ‘]
[‘1309’, ‘東証E’, ‘1株 ‘]
[‘1310’, None, ‘-株 ‘]
[‘1311’, ‘東証E’, ’10株 ‘]
[‘1312’, ‘東証E’, ‘1株 ‘]
[‘1313’, ‘東証E’, ’10株 ‘]
[‘1314’, None, ‘-株 ‘]
[‘1316’, None, ‘-株 ‘]
[‘1317’, None, ‘-株 ‘]
[‘1318’, None, ‘-株 ‘]
[‘1319’, ‘東証E’, ‘1,000株 ‘]
[‘1320’, ‘東証E’, ‘1株 ‘]
[‘1321’, ‘東証E’, ‘1株 ‘]
[‘1322’, ‘東証E’, ’10株 ‘]
[‘1323’, ‘東証E’, ‘100株 ‘]
[‘1324’, ‘東証E’, ‘100株 ‘]
[‘1325’, ‘東証E’, ‘100株 ‘]
[‘1326’, ‘東証E’, ‘1株 ‘]
[‘1327’, None, ‘-株 ‘]
[‘1328’, ‘東証E’, ’10株 ‘]
[‘1329’, ‘東証E’, ‘1株 ‘]
[‘1330’, ‘東証E’, ’10株 ‘]
[‘1332’, ‘東証P’, ‘100株 ‘]
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[‘1368’, ‘東証E’, ‘1株 ‘]
[‘1369’, ‘東証E’, ‘1株 ‘]
[‘1375’, ‘東証P’, ‘100株 ‘]
[‘1376’, ‘東証S’, ‘100株 ‘]
[‘1377’, ‘東証P’, ‘100株 ‘]
[‘1378’, None, ‘-株 ‘]
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[‘1413’, None, ‘-株 ‘]
[‘1414’, ‘東証P’, ‘100株 ‘]
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[‘1418’, ‘東証S’, ‘100株 ‘]
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[‘1431’, ‘東証G’, ‘100株 ‘]
[‘1433’, ‘東証P’, ‘100株 ‘]
[‘1434’, ‘東証S’, ‘100株 ‘]
[‘1435’, ‘東証P’, ‘100株 ‘]
[‘1436’, ‘東証G’, ‘100株 ‘]
[‘1438’, ‘名証M’, ‘100株 ‘]
[‘1439’, ‘東証S’, ‘100株 ‘]
[‘1443’, ‘東証S’, ‘100株 ‘]
[‘1444’, ‘名証N’, ‘100株 ‘]
[‘1446’, ‘東証S’, ‘100株 ‘]
[‘1447’, ‘東証G’, ‘100株 ‘]
[‘1448’, None, ‘-株 ‘]
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[‘1450’, ‘東証S’, ‘100株 ‘]
[‘1451’, ‘東証S’, ‘100株 ‘]
[‘1456’, ‘東証E’, ‘1株 ‘]
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[‘1491’, ‘東証S’, ‘100株 ‘]
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[‘1499’, ‘東証E’, ‘1株 ‘]
[‘1514’, ‘東証S’, ‘100株 ‘]
[‘1515’, ‘東証P’, ‘100株 ‘]
[‘1518’, ‘東証P’, ‘100株 ‘]
[‘1540’, ‘東証E’, ‘1株 ‘]
[‘1541’, ‘東証E’, ‘1株 ‘]
[‘1542’, ‘東証E’, ‘1株 ‘]
[‘1543’, ‘東証E’, ‘1株 ‘]
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[‘1546’, ‘東証E’, ‘1株 ‘]
[‘1547’, ‘東証E’, ’10株 ‘]
[‘1548’, None, ‘-株 ‘]
[‘1549’, None, ‘-株 ‘]
[‘1550’, ‘東証E’, ’10株 ‘]
[‘1551’, ‘東証E’, ’10株 ‘]
[‘1552’, ‘東証E’, ‘1株 ‘]
[‘1553’, ‘名証E’, ’10株 ‘]
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[‘1555’, ‘東証E’, ’10株 ‘]
[‘1556’, None, ‘-株 ‘]
[‘1557’, ‘東証E’, ‘1株 ‘]
[‘1559’, ‘東証E’, ‘1株 ‘]
[‘1560’, ‘東証E’, ‘1株 ‘]
[‘1561’, None, ‘-株 ‘]
[‘1562’, None, ‘-株 ‘]
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[‘1565’, None, ‘-株 ‘]
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[‘1567’, None, ‘-株 ‘]
[‘1568’, ‘東証E’, ’10株 ‘]
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[‘1572’, ‘東証E’, ’10株 ‘]
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[‘1575’, ‘東証E’, ’10株 ‘]
[‘1576’, None, ‘-株 ‘]
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[‘1578’, ‘東証E’, ‘1株 ‘]
[‘1579’, ‘東証E’, ’10株 ‘]
[‘1580’, ‘東証E’, ’10株 ‘]
[‘1581’, None, ‘-株 ‘]
[‘1582’, None, ‘-株 ‘]
[‘1583’, None, ‘-株 ‘]
[‘1584’, ‘東証E’, ’10株 ‘]
[‘1585’, ‘東証E’, ’10株 ‘]
[‘1586’, ‘東証E’, ‘1株 ‘]
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[‘1588’, None, ‘-株 ‘]
[‘1589’, None, ‘-株 ‘]
[‘1590’, None, ‘-株 ‘]
[‘1591’, ‘東証E’, ‘1株 ‘]
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[‘1605’, ‘東証P’, ‘100株 ‘]
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[‘1610’, None, ‘-株 ‘]
[‘1612’, None, ‘-株 ‘]
[‘1613’, None, ‘-株 ‘]
[‘1615’, ‘東証E’, ‘100株 ‘]
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[‘1632’, ‘東証E’, ‘1株 ‘]
[‘1633’, ‘東証E’, ‘1株 ‘]
[‘1634’, None, ‘-株 ‘]
[‘1635’, None, ‘-株 ‘]
[‘1636’, None, ‘-株 ‘]
[‘1637’, None, ‘-株 ‘]
[‘1638’, None, ‘-株 ‘]
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[‘1640’, None, ‘-株 ‘]
[‘1641’, None, ‘-株 ‘]
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[‘1648’, None, ‘-株 ‘]
[‘1649’, None, ‘-株 ‘]
[‘1650’, None, ‘-株 ‘]
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[‘1660’, ‘東証E’, ‘1株 ‘]
[‘1661’, None, ‘-株 ‘]
[‘1662’, ‘東証P’, ‘100株 ‘]
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[‘1670’, None, ‘-株 ‘]
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[‘1678’, ‘東証E’, ‘100株 ‘]
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[‘1681’, ‘東証E’, ’10株 ‘]
[‘1682’, ‘東証E’, ‘100株 ‘]
[‘1683’, None, ‘-株 ‘]
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[‘1686’, ‘東証E’, ’10株 ‘]
[‘1687’, ‘東証E’, ’10株 ‘]
[‘1688’, ‘東証E’, ’10株 ‘]
[‘1689’, ‘東証E’, ‘100株 ‘]
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[‘1692’, ‘東証E’, ‘100株 ‘]
[‘1693’, ‘東証E’, ’10株 ‘]
[‘1694’, ‘東証E’, ’10株 ‘]
[‘1695’, ‘東証E’, ‘100株 ‘]
[‘1696’, ‘東証E’, ‘100株 ‘]
[‘1697’, ‘東証E’, ’10株 ‘]
[‘1698’, ‘東証E’, ’10株 ‘]
[‘1699’, ‘東証E’, ’10株 ‘]
[‘1701’, None, ‘-株 ‘]
[‘1702’, None, ‘-株 ‘]
[‘1711’, ‘東証S’, ‘100株 ‘]
[‘1712’, ‘東証P’, ‘100株 ‘]
[‘1716’, ‘東証P’, ‘100株 ‘]
[‘1717’, ‘東証S’, ‘100株 ‘]
[‘1718’, ‘東証S’, ‘100株 ‘]
[‘1719’, ‘東証P’, ‘100株 ‘]
[‘1720’, ‘東証P’, ‘100株 ‘]
[‘1721’, ‘東証P’, ‘100株 ‘]
[‘1722’, None, ‘-株 ‘]
[‘1723’, ‘東証S’, ‘100株 ‘]
[‘1724’, ‘東証S’, ‘100株 ‘]
[‘1726’, ‘東証P’, ‘100株 ‘]
[‘1728’, None, ‘-株 ‘]
[‘1729’, None, ‘-株 ‘]
[‘1730’, ‘東証S’, ‘100株 ‘]
[‘1734’, ‘札証’, ‘-株 ‘]
[‘1736’, ‘東証S’, ‘100株 ‘]
[‘1737’, None, ‘-株 ‘]
[‘1738’, ‘名証M’, ‘100株 ‘]
[‘1739’, ‘東証G’, ‘100株 ‘]
[‘1742’, None, ‘-株 ‘]
[‘1743’, ‘東証S’, ‘100株 ‘]
[‘1751’, None, ‘-株 ‘]
[‘1756’, None, ‘-株 ‘]
[‘1757’, ‘東証S’, ‘100株 ‘]
[‘1758’, ‘東証S’, ‘100株 ‘]
[‘1761’, None, ‘-株 ‘]
[‘1762’, ‘東証P’, ‘100株 ‘]
[‘1764’, ‘東証S’, ‘100株 ‘]
[‘1766’, ‘東証P’, ‘100株 ‘]
[‘1767’, None, ‘-株 ‘]
[‘1768’, ‘東証S’, ‘100株 ‘]
[‘1770’, ‘東証S’, ‘100株 ‘]
[‘1771’, ‘福証’, ‘-株 ‘]
[‘1773’, ‘東証P’, ‘1,000株 ‘]
[‘1775’, ‘東証S’, ‘100株 ‘]
[‘1776’, ‘東証S’, ‘100株 ‘]
[‘1777’, ‘名証M’, ‘100株 ‘]
[‘1780’, ‘東証P’, ‘100株 ‘]
[‘1782’, None, ‘-株 ‘]
[‘1783’, ‘東証S’, ‘100株 ‘]
[‘1786’, ‘東証P’, ‘100株 ‘]
[‘1787’, ‘東証S’, ‘100株 ‘]
[‘1788’, ‘東証S’, ‘100株 ‘]
[‘1789’, ‘東証S’, ‘100株 ‘]
[‘1793’, ‘東証S’, ‘100株 ‘]
[‘1795’, ‘東証S’, ‘100株 ‘]
[‘1798’, ‘東証S’, ‘100株 ‘]
[‘1799’, ‘東証S’, ‘100株 ‘]
[‘1801’, ‘東証P’, ‘100株 ‘]
[‘1802’, ‘東証P’, ‘100株 ‘]
[‘1803’, ‘東証P’, ‘100株 ‘]
[‘1805’, ‘東証P’, ‘100株 ‘]
[‘1807’, ‘東証S’, ‘100株 ‘]
[‘1808’, ‘東証P’, ‘100株 ‘]
[‘1810’, ‘東証P’, ‘100株 ‘]
[‘1811’, ‘東証S’, ‘100株 ‘]
[‘1812’, ‘東証P’, ‘100株 ‘]
[‘1813’, ‘東証P’, ‘100株 ‘]
[‘1814’, ‘東証P’, ‘100株 ‘]
[‘1815’, ‘東証P’, ‘100株 ‘]
[‘1816’, None, ‘-株 ‘]
[‘1819’, None, ‘-株 ‘]
[‘1820’, ‘東証P’, ‘100株 ‘]
[‘1821’, ‘東証P’, ‘100株 ‘]
[‘1822’, ‘東証P’, ‘100株 ‘]
[‘1824’, None, ‘-株 ‘]
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[‘1827’, ‘東証S’, ‘100株 ‘]
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[‘1999’, ‘福証’, ‘-株 ‘]
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[‘2002’, ‘東証P’, ‘100株 ‘]
[‘2003’, ‘東証S’, ‘100株 ‘]
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[‘2926’, ‘東証S’, ‘100株 ‘]
[‘2927’, ‘東証S’, ‘100株 ‘]
[‘2928’, ‘札証A’, ‘-株 ‘]
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[‘2930’, ‘東証P’, ‘100株 ‘]
[‘2931’, ‘東証P’, ‘100株 ‘]
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[‘3003’, ‘東証P’, ‘100株 ‘]
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[‘3011’, ‘東証S’, ‘100株 ‘]
[‘3020’, ‘東証S’, ‘100株 ‘]
[‘3021’, ‘東証S’, ‘100株 ‘]
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[‘3024’, ‘東証S’, ‘100株 ‘]
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[‘3030’, ‘東証P’, ‘100株 ‘]
[‘3031’, ‘東証P’, ‘100株 ‘]
[‘3032’, ‘名証N’, ‘100株 ‘]
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[‘3035’, ‘東証S’, ‘100株 ‘]
[‘3036’, ‘東証P’, ‘100株 ‘]
[‘3037’, None, ‘-株 ‘]
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[‘3040’, ‘東証P’, ‘100株 ‘]
[‘3041’, ‘東証S’, ‘100株 ‘]
[‘3042’, ‘東証G’, ‘100株 ‘]
[‘3043’, None, ‘-株 ‘]
[‘3044’, None, ‘-株 ‘]
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[‘3046’, ‘東証P’, ‘100株 ‘]
[‘3047’, ‘福証Q’, ‘-株 ‘]
[‘3048’, ‘東証P’, ‘100株 ‘]
[‘3049’, None, ‘-株 ‘]
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[‘3053’, ‘東証P’, ‘100株 ‘]
[‘3054’, ‘東証P’, ‘100株 ‘]
[‘3055’, ‘札証’, ‘-株 ‘]
[‘3057’, ‘名証N’, ‘100株 ‘]
[‘3058’, ‘東証S’, ‘100株 ‘]
[‘3059’, ‘東証S’, ‘100株 ‘]
[‘3060’, None, ‘-株 ‘]
[‘3061’, None, ‘-株 ‘]
[‘3062’, None, ‘-株 ‘]
[‘3063’, ‘東証G’, ‘100株 ‘]
[‘3064’, ‘東証P’, ‘100株 ‘]
[‘3065’, ‘東証S’, ‘100株 ‘]
[‘3066’, ‘名証M’, ‘100株 ‘]
[‘3067’, ‘東証P’, ‘100株 ‘]
[‘3068’, ‘東証S’, ‘100株 ‘]
[‘3069’, ‘東証S’, ‘100株 ‘]
[‘3070’, ‘東証G’, ‘100株 ‘]
[‘3071’, ‘東証S’, ‘100株 ‘]
[‘3073’, ‘東証P’, ‘100株 ‘]
[‘3075’, ‘東証S’, ‘100株 ‘]
[‘3076’, ‘東証P’, ‘100株 ‘]
[‘3077’, ‘東証S’, ‘100株 ‘]
[‘3078’, None, ‘-株 ‘]
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[‘3080’, ‘東証S’, ‘100株 ‘]
[‘3082’, ‘東証S’, ‘100株 ‘]
[‘3083’, ‘東証S’, ‘100株 ‘]
[‘3085’, ‘東証P’, ‘100株 ‘]
[‘3086’, ‘東証P’, ‘100株 ‘]
[‘3087’, ‘東証P’, ‘100株 ‘]
[‘3088’, ‘東証P’, ‘100株 ‘]
[‘3089’, ‘東証S’, ‘100株 ‘]
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[‘3092’, ‘東証P’, ‘100株 ‘]
[‘3093’, ‘東証P’, ‘100株 ‘]
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[‘3096’, ‘東証S’, ‘100株 ‘]
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[‘3105’, ‘東証P’, ‘100株 ‘]
[‘3106’, ‘東証P’, ‘100株 ‘]
[‘3107’, ‘東証P’, ‘100株 ‘]
[‘3109’, ‘東証P’, ‘100株 ‘]
[‘3110’, ‘東証P’, ‘100株 ‘]
[‘3111’, ‘東証S’, ‘100株 ‘]
[‘3113’, ‘東証S’, ‘100株 ‘]
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[‘3117’, None, ‘-株 ‘]
[‘3121’, ‘東証S’, ‘100株 ‘]
[‘3123’, ‘東証S’, ‘100株 ‘]
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[‘3129’, None, ‘-株 ‘]
[‘3131’, ‘東証S’, ‘100株 ‘]
[‘3132’, ‘東証P’, ‘100株 ‘]
[‘3133’, ‘東証G’, ‘100株 ‘]
[‘3134’, ‘東証P’, ‘100株 ‘]
[‘3135’, ‘東証P’, ‘100株 ‘]
[‘3136’, ‘札証A’, ‘-株 ‘]
[‘3137’, ‘東証G’, ‘100株 ‘]
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[‘3140’, ‘東証G’, ‘100株 ‘]
[‘3141’, ‘東証P’, ‘100株 ‘]
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[‘3150’, ‘東証P’, ‘100株 ‘]
[‘3151’, ‘東証P’, ‘100株 ‘]
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[‘3154’, ‘東証P’, ‘100株 ‘]
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[‘3157’, ‘東証S’, ‘100株 ‘]
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[‘3160’, ‘東証S’, ‘100株 ‘]
[‘3161’, ‘東証S’, ‘100株 ‘]
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[‘3165’, None, ‘-株 ‘]
[‘3166’, ‘東証P’, ‘100株 ‘]
[‘3167’, ‘東証P’, ‘100株 ‘]
[‘3168’, ‘東証S’, ‘100株 ‘]
[‘3169’, ‘東証S’, ‘100株 ‘]
[‘3170’, None, ‘-株 ‘]
[‘3171’, None, ‘-株 ‘]
[‘3172’, ‘東証S’, ‘100株 ‘]
[‘3173’, ‘東証P’, ‘100株 ‘]
[‘3174’, ‘東証S’, ‘100株 ‘]
[‘3175’, ‘東証S’, ‘100株 ‘]
[‘3176’, ‘東証P’, ‘100株 ‘]
[‘3177’, ‘東証S’, ‘100株 ‘]
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[‘3322’, ‘東証S’, ‘100株 ‘]
[‘3323’, ‘東証S’, ‘100株 ‘]
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[‘3411’, None, ‘-株 ‘]
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[‘3419’, ‘名証N’, ‘100株 ‘]
[‘3420’, ‘東証S’, ‘100株 ‘]
[‘3421’, ‘東証S’, ‘100株 ‘]
[‘3422’, ‘東証S’, ‘100株 ‘]
[‘3423’, ‘東証S’, ‘100株 ‘]
[‘3424’, None, ‘-株 ‘]
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[‘3488’, ‘東証R’, ‘1株 ‘]
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[‘3501’, ‘東証P’, ‘100株 ‘]
[‘3504’, ‘名証M’, ‘100株 ‘]
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[‘3513’, ‘東証S’, ‘100株 ‘]
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[‘3524’, ‘東証S’, ‘100株 ‘]
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[‘3528’, ‘東証S’, ‘100株 ‘]
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[‘3544’, ‘東証P’, ‘100株 ‘]
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[‘3611’, ‘東証P’, ‘100株 ‘]
[‘3612’, ‘東証P’, ‘100株 ‘]
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[‘3633’, ‘東証P’, ‘100株 ‘]
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[‘3646’, ‘東証G’, ‘100株 ‘]
[‘3647’, ‘東証S’, ‘100株 ‘]
[‘3648’, ‘東証S’, ‘100株 ‘]
[‘3649’, ‘東証P’, ‘100株 ‘]
[‘3652’, ‘東証G’, ‘100株 ‘]
[‘3653’, ‘東証G’, ‘100株 ‘]
[‘3654’, None, ‘-株 ‘]
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[‘3682’, ‘東証S’, ‘100株 ‘]
[‘3683’, ‘東証P’, ‘100株 ‘]
[‘3685’, None, ‘-株 ‘]
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[‘3688’, ‘東証P’, ‘100株 ‘]
[‘3689’, None, ‘-株 ‘]
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[‘3692’, ‘東証G’, ‘100株 ‘]
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[‘3712’, ‘東証S’, ‘100株 ‘]
[‘3713’, None, ‘-株 ‘]
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[‘3722’, None, ‘-株 ‘]
[‘3723’, ‘東証G’, ‘100株 ‘]
[‘3724’, None, ‘-株 ‘]
[‘3726’, ‘東証S’, ‘100株 ‘]
[‘3727’, ‘東証G’, ‘100株 ‘]
[‘3730’, None, ‘-株 ‘]
[‘3731’, None, ‘-株 ‘]
[‘3732’, None, ‘-株 ‘]
[‘3733’, ‘東証S’, ‘100株 ‘]
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[‘3735’, None, ‘-株 ‘]
[‘3736’, None, ‘-株 ‘]
[‘3738’, ‘東証P’, ‘100株 ‘]
[‘3739’, ‘名証N’, ‘100株 ‘]
[‘3741’, ‘東証P’, ‘100株 ‘]
[‘3742’, None, ‘-株 ‘]
[‘3744’, ‘東証S’, ‘100株 ‘]
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[‘3747’, ‘東証S’, ‘100株 ‘]
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[‘3750’, ‘東証S’, ‘100株 ‘]
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[‘3754’, None, ‘-株 ‘]
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[‘3760’, ‘東証S’, ‘100株 ‘]
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[‘3773’, ‘東証G’, ‘100株 ‘]
[‘3774’, ‘東証P’, ‘100株 ‘]
[‘3775’, ‘名証N’, ‘100株 ‘]
[‘3776’, ‘東証S’, ‘100株 ‘]
[‘3777’, ‘東証G’, ‘100株 ‘]
[‘3778’, ‘東証P’, ‘100株 ‘]
[‘3779’, ‘東証S’, ‘100株 ‘]
[‘3781’, None, ‘-株 ‘]
[‘3782’, ‘東証G’, ‘100株 ‘]
[‘3783’, None, ‘-株 ‘]
[‘3784’, ‘東証S’, ‘100株 ‘]
[‘3785’, None, ‘-株 ‘]
[‘3786’, None, ‘-株 ‘]
[‘3787’, ‘東証S’, ‘100株 ‘]
[‘3788’, ‘東証P’, ‘100株 ‘]
[‘3789’, None, ‘-株 ‘]
[‘3790’, None, ‘-株 ‘]
[‘3791’, ‘東証S’, ‘100株 ‘]
[‘3793’, ‘東証G’, ‘100株 ‘]
[‘3794’, None, ‘-株 ‘]
[‘3796’, ‘東証S’, ‘100株 ‘]
[‘3797’, None, ‘-株 ‘]
[‘3798’, ‘東証S’, ‘100株 ‘]
[‘3799’, ‘東証S’, ‘100株 ‘]
[‘3800’, ‘東証S’, ‘100株 ‘]
[‘3801’, None, ‘-株 ‘]
[‘3802’, ‘東証S’, ‘100株 ‘]
[‘3803’, ‘東証G’, ‘100株 ‘]
[‘3804’, ‘東証S’, ‘100株 ‘]
[‘3807’, ‘東証G’, ‘100株 ‘]
[‘3808’, ‘名証N’, ‘100株 ‘]
[‘3809’, None, ‘-株 ‘]
[‘3810’, ‘東証S’, ‘100株 ‘]
[‘3811’, None, ‘-株 ‘]
[‘3812’, None, ‘-株 ‘]
[‘3813’, None, ‘-株 ‘]
[‘3814’, ‘東証G’, ‘100株 ‘]
[‘3815’, ‘東証G’, ‘100株 ‘]
[‘3816’, ‘東証S’, ‘100株 ‘]
[‘3817’, ‘東証P’, ‘100株 ‘]
[‘3818’, None, ‘-株 ‘]
[‘3820’, None, ‘-株 ‘]
[‘3821’, None, ‘-株 ‘]
[‘3822’, None, ‘-株 ‘]
[‘3823’, ‘東証S’, ‘100株 ‘]
[‘3824’, ‘福証Q’, ‘-株 ‘]
[‘3825’, ‘東証S’, ‘100株 ‘]
[‘3826’, ‘東証S’, ‘100株 ‘]
[‘3827’, None, ‘-株 ‘]
[‘3828’, None, ‘-株 ‘]
[‘3829’, None, ‘-株 ‘]
[‘3830’, ‘名証N’, ‘100株 ‘]
[‘3831’, None, ‘-株 ‘]
[‘3832’, None, ‘-株 ‘]
[‘3834’, ‘東証P’, ‘100株 ‘]
[‘3835’, ‘東証P’, ‘100株 ‘]
[‘3836’, ‘東証P’, ‘100株 ‘]
[‘3837’, ‘東証P’, ‘100株 ‘]
[‘3838’, None, ‘-株 ‘]
[‘3839’, ‘東証P’, ‘100株 ‘]
[‘3840’, ‘東証S’, ‘100株 ‘]
[‘3841’, ‘東証S’, ‘100株 ‘]
[‘3842’, ‘東証G’, ‘100株 ‘]
[‘3843’, ‘東証P’, ‘100株 ‘]
[‘3844’, ‘東証P’, ‘100株 ‘]
[‘3845’, ‘東証S’, ‘100株 ‘]
[‘3846’, None, ‘-株 ‘]
[‘3847’, ‘東証S’, ‘100株 ‘]
[‘3848’, ‘東証S’, ‘100株 ‘]
[‘3849’, ‘札証A’, ‘-株 ‘]
[‘3850’, ‘東証S’, ‘100株 ‘]
[‘3851’, ‘東証S’, ‘100株 ‘]
[‘3852’, ‘東証S’, ‘100株 ‘]
[‘3853’, ‘東証P’, ‘100株 ‘]
[‘3854’, ‘東証P’, ‘100株 ‘]
[‘3856’, ‘東証S’, ‘100株 ‘]
[‘3857’, ‘東証S’, ‘100株 ‘]
[‘3858’, ‘東証S’, ‘100株 ‘]
[‘3859’, None, ‘-株 ‘]
[‘3861’, ‘東証P’, ‘100株 ‘]
[‘3863’, ‘東証P’, ‘100株 ‘]
[‘3864’, ‘東証P’, ‘100株 ‘]
[‘3865’, ‘東証P’, ‘100株 ‘]
[‘3877’, ‘東証P’, ‘100株 ‘]
[‘3878’, ‘東証S’, ‘100株 ‘]
[‘3880’, ‘東証P’, ‘100株 ‘]
[‘3891’, ‘東証S’, ‘100株 ‘]
[‘3892’, ‘東証S’, ‘100株 ‘]
[‘3893’, None, ‘-株 ‘]
[‘3895’, ‘東証S’, ‘100株 ‘]
[‘3896’, ‘東証S’, ‘100株 ‘]
[‘3900’, ‘東証G’, ‘100株 ‘]
[‘3901’, ‘東証P’, ‘100株 ‘]
[‘3902’, ‘東証P’, ‘100株 ‘]
[‘3903’, ‘東証P’, ‘100株 ‘]
[‘3904’, ‘東証G’, ‘100株 ‘]
[‘3905’, ‘東証G’, ‘100株 ‘]
[‘3906’, ‘東証G’, ‘100株 ‘]
[‘3907’, ‘東証G’, ‘100株 ‘]
[‘3908’, ‘東証G’, ‘100株 ‘]
[‘3909’, ‘東証S’, ‘100株 ‘]
[‘3910’, ‘東証S’, ‘100株 ‘]
[‘3911’, ‘東証G’, ‘100株 ‘]
[‘3912’, ‘東証P’, ‘100株 ‘]
[‘3913’, ‘東証G’, ‘100株 ‘]
[‘3914’, ‘東証G’, ‘100株 ‘]
[‘3915’, ‘東証P’, ‘100株 ‘]
[‘3916’, ‘東証P’, ‘100株 ‘]
[‘3917’, ‘東証G’, ‘100株 ‘]
[‘3918’, ‘東証P’, ‘100株 ‘]
[‘3919’, ‘東証S’, ‘100株 ‘]
[‘3920’, ‘東証S’, ‘100株 ‘]
[‘3921’, ‘東証P’, ‘100株 ‘]
[‘3922’, ‘東証P’, ‘100株 ‘]
[‘3923’, ‘東証P’, ‘100株 ‘]
[‘3924’, ‘東証P’, ‘100株 ‘]
[‘3925’, ‘東証P’, ‘100株 ‘]
[‘3926’, ‘東証P’, ‘100株 ‘]
[‘3927’, ‘東証G’, ‘100株 ‘]
[‘3928’, ‘東証P’, ‘100株 ‘]
[‘3929’, ‘東証G’, ‘100株 ‘]
[‘3930’, ‘東証G’, ‘100株 ‘]
[‘3931’, ‘東証G’, ‘100株 ‘]
[‘3932’, ‘東証P’, ‘100株 ‘]
[‘3933’, ‘東証S’, ‘100株 ‘]
[‘3934’, ‘東証P’, ‘100株 ‘]
[‘3935’, ‘東証G’, ‘100株 ‘]
[‘3936’, ‘東証G’, ‘100株 ‘]
[‘3937’, ‘東証P’, ‘100株 ‘]
[‘3938’, None, ‘-株 ‘]
[‘3939’, ‘東証P’, ‘100株 ‘]
[‘3940’, ‘東証P’, ‘100株 ‘]
[‘3941’, ‘東証P’, ‘100株 ‘]
[‘3943’, ‘東証S’, ‘100株 ‘]
[‘3944’, ‘東証S’, ‘100株 ‘]
[‘3945’, ‘東証S’, ‘100株 ‘]
[‘3946’, ‘東証P’, ‘100株 ‘]
[‘3947’, ‘東証S’, ‘100株 ‘]
[‘3948’, ‘東証S’, ‘100株 ‘]
[‘3950’, ‘東証P’, ‘100株 ‘]
[‘3951’, ‘東証S’, ‘100株 ‘]
[‘3952’, ‘名証M’, ‘100株 ‘]
[‘3953’, ‘東証S’, ‘100株 ‘]
[‘3954’, ‘東証S’, ‘100株 ‘]
[‘3955’, ‘東証S’, ‘100株 ‘]
[‘3956’, None, ‘-株 ‘]
[‘3960’, None, ‘-株 ‘]
[‘3961’, ‘東証G’, ‘100株 ‘]
[‘3962’, ‘東証P’, ‘100株 ‘]
[‘3963’, ‘東証P’, ‘100株 ‘]
[‘3964’, ‘東証P’, ‘100株 ‘]
[‘3965’, ‘東証S’, ‘100株 ‘]
[‘3966’, ‘東証G’, ‘100株 ‘]
[‘3967’, ‘東証G’, ‘100株 ‘]
[‘3968’, ‘東証P’, ‘100株 ‘]
[‘3969’, ‘東証S’, ‘100株 ‘]
[‘3970’, ‘東証G’, ‘100株 ‘]
[‘3974’, ‘東証S’, ‘100株 ‘]
[‘3975’, None, ‘-株 ‘]
[‘3976’, ‘東証G’, ‘100株 ‘]
[‘3977’, ‘札証A’, ‘-株 ‘]
[‘3978’, ‘東証P’, ‘100株 ‘]
[‘3979’, ‘東証G’, ‘100株 ‘]
[‘3981’, ‘東証P’, ‘100株 ‘]
[‘3983’, ‘東証P’, ‘100株 ‘]
[‘3984’, ‘東証P’, ‘100株 ‘]
[‘3985’, ‘東証P’, ‘100株 ‘]
[‘3986’, ‘東証G’, ‘100株 ‘]
[‘3987’, ‘東証G’, ‘100株 ‘]
[‘3988’, ‘東証S’, ‘100株 ‘]
[‘3989’, ‘東証G’, ‘100株 ‘]
[‘3990’, ‘東証G’, ‘100株 ‘]
[‘3991’, ‘東証G’, ‘100株 ‘]
[‘3992’, ‘東証P’, ‘100株 ‘]
[‘3993’, ‘東証G’, ‘100株 ‘]
[‘3994’, ‘東証P’, ‘100株 ‘]
[‘3995’, ‘東証G’, ‘100株 ‘]
[‘3996’, ‘東証P’, ‘100株 ‘]
[‘3997’, ‘東証S’, ‘100株 ‘]
[‘3998’, ‘東証G’, ‘100株 ‘]
[‘3999’, ‘東証G’, ‘100株 ‘]
[‘4003’, None, ‘-株 ‘]
[‘4004’, ‘東証P’, ‘100株 ‘]
[‘4005’, ‘東証P’, ‘100株 ‘]
[‘4007’, None, ‘-株 ‘]
[‘4008’, ‘東証P’, ‘100株 ‘]
[‘4011’, ‘東証G’, ‘100株 ‘]
[‘4012’, ‘東証G’, ‘100株 ‘]
[‘4013’, ‘東証G’, ‘100株 ‘]
[‘4014’, ‘東証G’, ‘100株 ‘]
[‘4015’, ‘東証G’, ‘100株 ‘]
[‘4016’, ‘東証S’, ‘100株 ‘]
[‘4017’, ‘東証G’, ‘100株 ‘]
[‘4018’, ‘福証Q’, ‘-株 ‘]
[‘4019’, ‘東証G’, ‘100株 ‘]
[‘4020’, ‘東証G’, ‘100株 ‘]
[‘4021’, ‘東証P’, ‘100株 ‘]
[‘4022’, ‘東証P’, ‘100株 ‘]
[‘4023’, ‘東証P’, ‘100株 ‘]
[‘4025’, ‘東証P’, ‘100株 ‘]
[‘4026’, ‘東証S’, ‘100株 ‘]
[‘4027’, ‘東証P’, ‘100株 ‘]
[‘4028’, ‘東証P’, ‘100株 ‘]
[‘4031’, ‘東証S’, ‘100株 ‘]
[‘4033’, None, ‘-株 ‘]
[‘4041’, ‘東証P’, ‘100株 ‘]
[‘4042’, ‘東証P’, ‘100株 ‘]
[‘4043’, ‘東証P’, ‘100株 ‘]
[‘4044’, ‘東証P’, ‘100株 ‘]
[‘4045’, ‘東証P’, ‘100株 ‘]
[‘4046’, ‘東証P’, ‘100株 ‘]
[‘4047’, ‘東証P’, ‘100株 ‘]
[‘4051’, ‘東証G’, ‘100株 ‘]
[‘4052’, ‘東証G’, ‘100株 ‘]
[‘4053’, ‘東証G’, ‘100株 ‘]
[‘4054’, ‘東証G’, ‘100株 ‘]
[‘4055’, ‘東証G’, ‘100株 ‘]
[‘4056’, ‘東証G’, ‘100株 ‘]
[‘4057’, ‘東証G’, ‘100株 ‘]
[‘4058’, ‘東証G’, ‘100株 ‘]
[‘4059’, ‘東証S’, ‘100株 ‘]
[‘4060’, ‘東証G’, ‘100株 ‘]
[‘4061’, ‘東証P’, ‘100株 ‘]
[‘4062’, ‘東証P’, ‘100株 ‘]
[‘4063’, ‘東証P’, ‘100株 ‘]
[‘4064’, ‘東証P’, ‘100株 ‘]
[‘4068’, ‘東証G’, ‘100株 ‘]
[‘4069’, ‘東証G’, ‘100株 ‘]
[‘4071’, ‘東証G’, ‘100株 ‘]
[‘4072’, ‘東証P’, ‘100株 ‘]
[‘4073’, ‘東証G’, ‘100株 ‘]
[‘4074’, ‘東証G’, ‘100株 ‘]
[‘4075’, ‘東証G’, ‘100株 ‘]
[‘4076’, ‘東証G’, ‘100株 ‘]
[‘4078’, ‘東証P’, ‘100株 ‘]
[‘4080’, ‘東証S’, ‘100株 ‘]
[‘4082’, ‘東証P’, ‘100株 ‘]
[‘4088’, ‘東証P’, ‘100株 ‘]
[‘4091’, ‘東証P’, ‘100株 ‘]
[‘4092’, ‘東証P’, ‘100株 ‘]
[‘4093’, ‘東証P’, ‘100株 ‘]
[‘4094’, ‘東証S’, ‘100株 ‘]
[‘4095’, ‘東証P’, ‘100株 ‘]
[‘4096’, None, ‘-株 ‘]
[‘4097’, ‘東証P’, ‘100株 ‘]
[‘4098’, ‘東証P’, ‘100株 ‘]
[‘4099’, ‘東証P’, ‘100株 ‘]
[‘4100’, ‘東証P’, ‘100株 ‘]
[‘4102’, ‘東証S’, ‘100株 ‘]
[‘4107’, ‘東証S’, ‘100株 ‘]
[‘4109’, ‘東証P’, ‘100株 ‘]
[‘4112’, ‘東証P’, ‘100株 ‘]
[‘4113’, ‘東証S’, ‘100株 ‘]
[‘4114’, ‘東証P’, ‘100株 ‘]
[‘4115’, None, ‘-株 ‘]
[‘4116’, ‘東証P’, ‘100株 ‘]
[‘4117’, None, ‘-株 ‘]
[‘4118’, ‘東証P’, ‘100株 ‘]
[‘4119’, ‘東証S’, ‘100株 ‘]
[‘4120’, ‘東証S’, ‘100株 ‘]
[‘4124’, ‘東証S’, ‘100株 ‘]
[‘4125’, ‘東証S’, ‘100株 ‘]
[‘4151’, ‘東証P’, ‘100株 ‘]
[‘4165’, ‘東証G’, ‘100株 ‘]
[‘4166’, ‘東証G’, ‘100株 ‘]
[‘4167’, ‘東証G’, ‘100株 ‘]
[‘4168’, ‘東証G’, ‘100株 ‘]
[‘4169’, ‘東証G’, ‘100株 ‘]
[‘4170’, ‘東証G’, ‘100株 ‘]
[‘4171’, ‘東証S’, ‘100株 ‘]
[‘4172’, ‘東証S’, ‘100株 ‘]
[‘4173’, ‘東証G’, ‘100株 ‘]
[‘4174’, ‘東証S’, ‘100株 ‘]
[‘4175’, ‘東証G’, ‘100株 ‘]
[‘4176’, ‘東証G’, ‘100株 ‘]
[‘4177’, ‘東証G’, ‘100株 ‘]
[‘4178’, ‘東証G’, ‘100株 ‘]
[‘4179’, ‘東証G’, ‘100株 ‘]
[‘4180’, ‘東証G’, ‘100株 ‘]
[‘4182’, ‘東証P’, ‘100株 ‘]
[‘4183’, ‘東証P’, ‘100株 ‘]
[‘4185’, ‘東証P’, ‘100株 ‘]
[‘4186’, ‘東証P’, ‘100株 ‘]
[‘4187’, ‘東証P’, ‘100株 ‘]
[‘4188’, ‘東証P’, ‘100株 ‘]
[‘4189’, ‘東証P’, ‘100株 ‘]
[‘4192’, ‘東証G’, ‘100株 ‘]
[‘4193’, ‘東証S’, ‘100株 ‘]
[‘4194’, ‘東証G’, ‘100株 ‘]
[‘4196’, ‘東証S’, ‘100株 ‘]
[‘4198’, ‘東証S’, ‘100株 ‘]
[‘4199’, ‘東証G’, ‘100株 ‘]
[‘4200’, ‘東証S’, ‘100株 ‘]
[‘4201’, None, ‘-株 ‘]
[‘4202’, ‘東証P’, ‘100株 ‘]
[‘4203’, ‘東証P’, ‘100株 ‘]
[‘4204’, ‘東証P’, ‘100株 ‘]
[‘4205’, ‘東証P’, ‘100株 ‘]
[‘4206’, ‘東証P’, ‘100株 ‘]
[‘4208’, ‘東証P’, ‘100株 ‘]
[‘4212’, ‘東証P’, ‘100株 ‘]
[‘4215’, ‘東証P’, ‘100株 ‘]
[‘4216’, ‘東証P’, ‘100株 ‘]
[‘4217’, None, ‘-株 ‘]
[‘4218’, ‘東証P’, ‘100株 ‘]
[‘4220’, ‘東証P’, ‘100株 ‘]
[‘4221’, ‘東証P’, ‘100株 ‘]
[‘4222’, ‘東証S’, ‘100株 ‘]
[‘4224’, ‘東証S’, ‘100株 ‘]
[‘4228’, ‘東証P’, ‘100株 ‘]
[‘4229’, ‘東証P’, ‘100株 ‘]
[‘4231’, ‘東証S’, ‘100株 ‘]
[‘4233’, None, ‘-株 ‘]
[‘4234’, ‘東証S’, ‘100株 ‘]
[‘4235’, ‘東証S’, ‘100株 ‘]
[‘4237’, ‘東証S’, ‘100株 ‘]
[‘4238’, ‘東証S’, ‘100株 ‘]
[‘4239’, None, ‘-株 ‘]
[‘4240’, ‘東証G’, ‘100株 ‘]
[‘4241’, ‘東証S’, ‘100株 ‘]
[‘4242’, ‘東証S’, ‘100株 ‘]
[‘4243’, ‘東証S’, ‘100株 ‘]
[‘4244’, None, ‘-株 ‘]
[‘4245’, ‘東証P’, ‘100株 ‘]
[‘4246’, ‘東証P’, ‘100株 ‘]
[‘4247’, ‘東証S’, ‘100株 ‘]
[‘4248’, ‘東証P’, ‘100株 ‘]
[‘4249’, ‘東証P’, ‘100株 ‘]
[‘4250’, ‘福証Q’, ‘-株 ‘]
[‘4251’, ‘東証P’, ‘100株 ‘]
[‘4255’, ‘東証G’, ‘100株 ‘]
[‘4256’, ‘東証G’, ‘100株 ‘]
[‘4258’, ‘東証G’, ‘100株 ‘]
[‘4259’, ‘東証G’, ‘100株 ‘]
[‘4260’, ‘東証G’, ‘100株 ‘]
[‘4261’, ‘東証G’, ‘100株 ‘]
[‘4262’, ‘東証G’, ‘100株 ‘]
[‘4263’, ‘東証G’, ‘100株 ‘]
[‘4264’, ‘東証G’, ‘100株 ‘]
[‘4265’, ‘東証G’, ‘100株 ‘]
[‘4267’, ‘東証G’, ‘100株 ‘]
[‘4268’, ‘東証G’, ‘100株 ‘]
[‘4270’, ‘東証G’, ‘100株 ‘]
[‘4271’, None, ‘-株 ‘]
[‘4272’, ‘東証P’, ‘100株 ‘]
[‘4274’, ‘東証S’, ‘100株 ‘]
[‘4275’, ‘東証P’, ‘100株 ‘]
[‘4280’, None, ‘-株 ‘]
[‘4281’, None, ‘-株 ‘]
[‘4282’, None, ‘-株 ‘]
[‘4283’, None, ‘-株 ‘]
[‘4284’, ‘東証P’, ‘100株 ‘]
[‘4286’, ‘東証P’, ‘100株 ‘]
[‘4287’, ‘東証S’, ‘100株 ‘]
[‘4288’, ‘東証S’, ‘100株 ‘]
[‘4289’, None, ‘-株 ‘]
[‘4290’, ‘東証P’, ‘100株 ‘]
[‘4291’, None, ‘-株 ‘]
[‘4293’, ‘東証S’, ‘100株 ‘]
[‘4295’, ‘東証P’, ‘100株 ‘]
[‘4296’, None, ‘-株 ‘]
[‘4298’, ‘東証P’, ‘100株 ‘]
[‘4299’, ‘東証P’, ‘100株 ‘]
[‘4300’, None, ‘-株 ‘]
[‘4301’, ‘東証P’, ‘100株 ‘]
[‘4302’, None, ‘-株 ‘]
[‘4303’, None, ‘-株 ‘]
[‘4304’, ‘東証S’, ‘100株 ‘]
[‘4305’, None, ‘-株 ‘]
[‘4306’, None, ‘-株 ‘]
[‘4307’, ‘東証P’, ‘100株 ‘]
[‘4308’, ‘東証G’, ‘100株 ‘]
[‘4309’, None, ‘-株 ‘]
[‘4310’, ‘東証P’, ‘100株 ‘]
[‘4312’, ‘東証S’, ‘100株 ‘]
[‘4313’, None, ‘-株 ‘]
[‘4314’, None, ‘-株 ‘]
[‘4315’, None, ‘-株 ‘]
[‘4316’, ‘東証G’, ‘100株 ‘]
[‘4317’, ‘東証S’, ‘100株 ‘]
[‘4318’, ‘東証P’, ‘100株 ‘]
[‘4319’, ‘東証S’, ‘100株 ‘]
[‘4320’, ‘東証P’, ‘100株 ‘]
[‘4321’, None, ‘-株 ‘]
[‘4322’, None, ‘-株 ‘]
[‘4323’, ‘東証P’, ‘100株 ‘]
[‘4324’, ‘東証P’, ‘100株 ‘]
[‘4326’, ‘東証P’, ‘100株 ‘]
[‘4327’, ‘東証S’, ‘100株 ‘]
[‘4329’, None, ‘-株 ‘]
[‘4330’, None, ‘-株 ‘]
[‘4331’, ‘東証P’, ‘100株 ‘]
[‘4333’, ‘東証P’, ‘100株 ‘]
[‘4334’, ‘東証S’, ‘100株 ‘]
[‘4335’, ‘東証S’, ‘100株 ‘]
[‘4336’, None, ‘-株 ‘]
[‘4337’, ‘東証P’, ‘100株 ‘]
[‘4339’, None, ‘-株 ‘]
[‘4340’, None, ‘-株 ‘]
[‘4341’, ‘東証S’, ‘100株 ‘]
[‘4342’, None, ‘-株 ‘]
[‘4343’, ‘東証P’, ‘100株 ‘]
[‘4344’, ‘東証P’, ‘100株 ‘]
[‘4345’, ‘東証P’, ‘100株 ‘]
[‘4346’, ‘東証P’, ‘100株 ‘]
[‘4347’, ‘東証S’, ‘100株 ‘]
[‘4348’, ‘東証P’, ‘100株 ‘]
[‘4349’, ‘名証M’, ‘100株 ‘]
[‘4350’, ‘東証P’, ‘100株 ‘]
[‘4351’, ‘東証S’, ‘100株 ‘]
[‘4352’, None, ‘-株 ‘]
[‘4355’, ‘東証S’, ‘100株 ‘]
[‘4356’, ‘東証S’, ‘100株 ‘]
[‘4357’, None, ‘-株 ‘]
[‘4358’, None, ‘-株 ‘]
[‘4360’, ‘東証S’, ‘100株 ‘]
[‘4361’, ‘東証S’, ‘100株 ‘]
[‘4362’, ‘東証P’, ‘100株 ‘]
[‘4364’, None, ‘-株 ‘]
[‘4365’, ‘東証S’, ‘100株 ‘]
[‘4366’, ‘東証S’, ‘100株 ‘]
[‘4367’, ‘東証S’, ‘100株 ‘]
[‘4368’, ‘東証P’, ‘100株 ‘]
[‘4369’, ‘東証P’, ‘100株 ‘]
[‘4370’, ‘東証G’, ‘100株 ‘]
[‘4371’, ‘東証G’, ‘100株 ‘]
[‘4372’, ‘東証G’, ‘100株 ‘]
[‘4373’, ‘東証P’, ‘100株 ‘]
[‘4374’, ‘東証G’, ‘100株 ‘]
[‘4375’, ‘東証G’, ‘100株 ‘]
[‘4376’, ‘東証G’, ‘100株 ‘]
[‘4377’, ‘東証G’, ‘100株 ‘]
[‘4378’, ‘東証G’, ‘100株 ‘]
[‘4379’, ‘東証G’, ‘100株 ‘]
[‘4380’, ‘東証G’, ‘100株 ‘]
[‘4381’, ‘東証G’, ‘100株 ‘]
[‘4382’, ‘東証P’, ‘100株 ‘]
[‘4384’, ‘東証P’, ‘100株 ‘]
[‘4385’, ‘東証P’, ‘100株 ‘]
[‘4386’, ‘東証S’, ‘100株 ‘]
[‘4387’, ‘東証G’, ‘100株 ‘]
[‘4388’, ‘東証G’, ‘100株 ‘]
[‘4389’, ‘東証G’, ‘100株 ‘]
[‘4390’, ‘東証P’, ‘100株 ‘]
[‘4391’, ‘東証G’, ‘100株 ‘]
[‘4392’, ‘東証P’, ‘100株 ‘]
[‘4393’, ‘東証G’, ‘100株 ‘]
[‘4394’, ‘東証G’, ‘100株 ‘]
[‘4395’, ‘東証G’, ‘100株 ‘]
[‘4396’, ‘東証P’, ‘100株 ‘]
[‘4397’, ‘東証G’, ‘100株 ‘]
[‘4398’, ‘東証S’, ‘100株 ‘]
[‘4399’, None, ‘-株 ‘]
[‘4401’, ‘東証P’, ‘100株 ‘]
[‘4403’, ‘東証P’, ‘100株 ‘]
[‘4404’, ‘東証S’, ‘100株 ‘]
[‘4406’, ‘東証S’, ‘100株 ‘]
[‘4409’, ‘東証S’, ‘100株 ‘]
[‘4410’, ‘東証P’, ‘100株 ‘]
[‘4412’, ‘東証G’, ‘100株 ‘]
[‘4413’, ‘東証G’, ‘100株 ‘]
[‘4414’, ‘東証G’, ‘100株 ‘]
[‘4415’, ‘東証G’, ‘100株 ‘]
[‘4416’, ‘東証G’, ‘100株 ‘]
[‘4417’, ‘東証G’, ‘100株 ‘]
[‘4418’, ‘東証G’, ‘100株 ‘]
[‘4419’, ‘東証G’, ‘100株 ‘]
[‘4420’, ‘東証P’, ‘100株 ‘]
[‘4421’, ‘東証S’, ‘100株 ‘]
[‘4422’, ‘東証G’, ‘100株 ‘]
[‘4423’, ‘東証P’, ‘100株 ‘]
[‘4424’, ‘東証G’, ‘100株 ‘]
[‘4425’, ‘東証G’, ‘100株 ‘]
[‘4427’, ‘東証G’, ‘100株 ‘]
[‘4428’, ‘東証G’, ‘100株 ‘]
[‘4429’, ‘東証G’, ‘100株 ‘]
[‘4430’, ‘東証S’, ‘100株 ‘]
[‘4431’, ‘東証G’, ‘100株 ‘]
[‘4432’, ‘東証P’, ‘100株 ‘]
[‘4433’, ‘東証P’, ‘100株 ‘]
[‘4434’, ‘東証P’, ‘100株 ‘]
[‘4435’, ‘東証G’, ‘100株 ‘]
[‘4436’, ‘東証G’, ‘100株 ‘]
[‘4437’, ‘東証G’, ‘100株 ‘]
[‘4438’, ‘東証G’, ‘100株 ‘]
[‘4439’, ‘東証P’, ‘100株 ‘]
[‘4440’, ‘東証S’, ‘100株 ‘]
[‘4441’, ‘東証P’, ‘100株 ‘]
[‘4442’, ‘東証G’, ‘100株 ‘]
[‘4443’, ‘東証P’, ‘100株 ‘]
[‘4444’, ‘東証G’, ‘100株 ‘]
[‘4445’, ‘東証G’, ‘100株 ‘]
[‘4446’, ‘東証P’, ‘100株 ‘]
[‘4447’, ‘福証Q’, ‘-株 ‘]
[‘4448’, ‘東証G’, ‘100株 ‘]
[‘4449’, ‘東証P’, ‘100株 ‘]
[‘4450’, ‘東証G’, ‘100株 ‘]
[‘4452’, ‘東証P’, ‘100株 ‘]
[‘4461’, ‘東証P’, ‘100株 ‘]
[‘4462’, ‘東証P’, ‘100株 ‘]
[‘4463’, ‘東証P’, ‘100株 ‘]
[‘4464’, ‘東証S’, ‘100株 ‘]
[‘4465’, ‘東証P’, ‘100株 ‘]
[‘4471’, ‘東証P’, ‘100株 ‘]
[‘4475’, ‘東証G’, ‘100株 ‘]
[‘4476’, ‘東証G’, ‘100株 ‘]
[‘4477’, ‘東証G’, ‘100株 ‘]
[‘4478’, ‘東証G’, ‘100株 ‘]
[‘4479’, ‘東証G’, ‘100株 ‘]
[‘4480’, ‘東証G’, ‘100株 ‘]
[‘4481’, ‘東証P’, ‘100株 ‘]
[‘4482’, ‘東証G’, ‘100株 ‘]
[‘4483’, ‘東証P’, ‘100株 ‘]
[‘4484’, ‘東証G’, ‘100株 ‘]
[‘4485’, ‘東証G’, ‘100株 ‘]
[‘4486’, ‘東証G’, ‘100株 ‘]
[‘4487’, ‘東証G’, ‘100株 ‘]
[‘4488’, ‘東証G’, ‘100株 ‘]
[‘4489’, ‘東証G’, ‘100株 ‘]
[‘4490’, ‘東証G’, ‘100株 ‘]
[‘4491’, ‘東証S’, ‘100株 ‘]
[‘4492’, ‘東証S’, ‘100株 ‘]
[‘4493’, ‘東証G’, ‘100株 ‘]
[‘4494’, ‘東証S’, ‘100株 ‘]
[‘4495’, ‘東証G’, ‘100株 ‘]
[‘4496’, ‘東証G’, ‘100株 ‘]
[‘4497’, None, ‘-株 ‘]
[‘4498’, ‘東証G’, ‘100株 ‘]
[‘4499’, ‘東証S’, ‘100株 ‘]
[‘4502’, ‘東証P’, ‘100株 ‘]
[‘4503’, ‘東証P’, ‘100株 ‘]
[‘4506’, ‘東証P’, ‘100株 ‘]
[‘4507’, ‘東証P’, ‘100株 ‘]
[‘4508’, None, ‘-株 ‘]
[‘4512’, ‘東証S’, ‘100株 ‘]
[‘4514’, None, ‘-株 ‘]
[‘4516’, ‘東証P’, ‘100株 ‘]
[‘4517’, None, ‘-株 ‘]
[‘4519’, ‘東証P’, ‘100株 ‘]
[‘4521’, ‘東証P’, ‘100株 ‘]
[‘4523’, ‘東証P’, ‘100株 ‘]
[‘4524’, ‘東証S’, ‘100株 ‘]
[‘4526’, ‘東証P’, ‘100株 ‘]
[‘4527’, ‘東証P’, ‘100株 ‘]
[‘4528’, ‘東証P’, ‘100株 ‘]
[‘4530’, ‘東証P’, ‘100株 ‘]
[‘4531’, ‘東証S’, ‘100株 ‘]
[‘4534’, ‘東証P’, ‘100株 ‘]
[‘4535’, None, ‘-株 ‘]
[‘4536’, ‘東証P’, ‘100株 ‘]
[‘4537’, None, ‘-株 ‘]
[‘4538’, ‘東証P’, ‘100株 ‘]
[‘4539’, ‘東証P’, ‘100株 ‘]
[‘4540’, ‘東証P’, ‘100株 ‘]
[‘4541’, ‘東証P’, ‘100株 ‘]
[‘4543’, ‘東証P’, ‘100株 ‘]
[‘4544’, ‘東証P’, ‘100株 ‘]
[‘4547’, ‘東証P’, ‘100株 ‘]
[‘4548’, ‘東証P’, ‘100株 ‘]
[‘4549’, ‘東証P’, ‘100株 ‘]
[‘4550’, ‘東証P’, ‘100株 ‘]
[‘4551’, ‘東証P’, ‘100株 ‘]
[‘4552’, ‘東証P’, ‘100株 ‘]
[‘4553’, ‘東証P’, ‘100株 ‘]
[‘4554’, ‘東証P’, ‘100株 ‘]
[‘4555’, None, ‘-株 ‘]
[‘4556’, ‘東証S’, ‘100株 ‘]
[‘4557’, None, ‘-株 ‘]
[‘4558’, ‘東証S’, ‘100株 ‘]
[‘4559’, ‘東証P’, ‘100株 ‘]
[‘4563’, ‘東証G’, ‘100株 ‘]
[‘4564’, ‘東証G’, ‘100株 ‘]
[‘4565’, ‘東証G’, ‘100株 ‘]
[‘4566’, None, ‘-株 ‘]
[‘4567’, None, ‘-株 ‘]
[‘4568’, ‘東証P’, ‘100株 ‘]
[‘4569’, ‘東証P’, ‘100株 ‘]
[‘4570’, ‘東証G’, ‘100株 ‘]
[‘4571’, ‘東証G’, ‘100株 ‘]
[‘4572’, ‘東証G’, ‘100株 ‘]
[‘4573’, None, ‘-株 ‘]
[‘4574’, ‘東証P’, ‘100株 ‘]
[‘4575’, ‘東証G’, ‘100株 ‘]
[‘4576’, ‘東証G’, ‘100株 ‘]
[‘4577’, ‘東証P’, ‘100株 ‘]
[‘4578’, ‘東証P’, ‘100株 ‘]
[‘4579’, ‘東証G’, ‘100株 ‘]
[‘4581’, ‘東証S’, ‘100株 ‘]
[‘4582’, ‘東証G’, ‘100株 ‘]
[‘4583’, ‘東証G’, ‘100株 ‘]
[‘4584’, ‘東証G’, ‘100株 ‘]
[‘4585’, None, ‘-株 ‘]
[‘4586’, ‘東証G’, ‘100株 ‘]
[‘4587’, ‘東証P’, ‘100株 ‘]
[‘4588’, ‘東証G’, ‘100株 ‘]
[‘4589’, None, ‘-株 ‘]
[‘4591’, ‘東証G’, ‘100株 ‘]
[‘4592’, ‘東証G’, ‘100株 ‘]
[‘4593’, ‘東証G’, ‘100株 ‘]
[‘4594’, ‘東証G’, ‘100株 ‘]
[‘4595’, ‘東証S’, ‘100株 ‘]
[‘4596’, ‘東証G’, ‘100株 ‘]
[‘4597’, ‘東証G’, ‘100株 ‘]
[‘4598’, ‘東証G’, ‘100株 ‘]
[‘4599’, ‘東証G’, ‘100株 ‘]
[‘4611’, ‘東証P’, ‘100株 ‘]
[‘4612’, ‘東証P’, ‘100株 ‘]
[‘4613’, ‘東証P’, ‘100株 ‘]
[‘4614’, None, ‘-株 ‘]
[‘4615’, ‘東証S’, ‘100株 ‘]
[‘4616’, ‘東証S’, ‘100株 ‘]
[‘4617’, ‘東証P’, ‘100株 ‘]
[‘4619’, ‘東証P’, ‘100株 ‘]
[‘4620’, ‘東証P’, ‘100株 ‘]
[‘4621’, ‘東証S’, ‘100株 ‘]
[‘4623’, ‘東証S’, ‘100株 ‘]
[‘4624’, ‘東証S’, ‘100株 ‘]
[‘4625’, ‘東証S’, ‘100株 ‘]
[‘4626’, ‘東証P’, ‘100株 ‘]
[‘4627’, ‘東証S’, ‘100株 ‘]
[‘4628’, ‘東証S’, ‘100株 ‘]
[‘4629’, ‘東証S’, ‘100株 ‘]
[‘4631’, ‘東証P’, ‘100株 ‘]
[‘4633’, ‘東証P’, ‘100株 ‘]
[‘4634’, ‘東証P’, ‘100株 ‘]
[‘4635’, ‘東証S’, ‘100株 ‘]
[‘4636’, ‘東証P’, ‘100株 ‘]
[‘4640’, None, ‘-株 ‘]
[‘4641’, ‘東証P’, ‘100株 ‘]
[‘4642’, ‘東証S’, ‘100株 ‘]
[‘4644’, ‘東証S’, ‘100株 ‘]
[‘4645’, ‘東証S’, ‘100株 ‘]
[‘4649’, None, ‘-株 ‘]
[‘4650’, ‘東証S’, ‘100株 ‘]
[‘4651’, ‘東証P’, ‘100株 ‘]
[‘4653’, ‘東証P’, ‘100株 ‘]
[‘4654’, None, ‘-株 ‘]
[‘4656’, None, ‘-株 ‘]
[‘4657’, ‘東証S’, ‘100株 ‘]
[‘4658’, ‘東証P’, ‘100株 ‘]
[‘4659’, ‘東証S’, ‘100株 ‘]
[‘4661’, ‘東証P’, ‘100株 ‘]
[‘4662’, ‘東証P’, ‘100株 ‘]
[‘4664’, ‘東証S’, ‘100株 ‘]
[‘4665’, ‘東証P’, ‘100株 ‘]
[‘4666’, ‘東証P’, ‘100株 ‘]
[‘4667’, ‘東証S’, ‘100株 ‘]
[‘4668’, ‘東証P’, ‘100株 ‘]
[‘4669’, None, ‘-株 ‘]
[‘4671’, ‘東証P’, ‘100株 ‘]
[‘4673’, ‘東証S’, ‘100株 ‘]
[‘4674’, ‘東証P’, ‘100株 ‘]
[‘4675’, None, ‘-株 ‘]
[‘4676’, ‘東証P’, ‘100株 ‘]
[‘4678’, ‘東証S’, ‘100株 ‘]
[‘4679’, ‘東証S’, ‘100株 ‘]
[‘4680’, ‘東証P’, ‘100株 ‘]
[‘4681’, ‘東証P’, ‘100株 ‘]
[‘4684’, ‘東証P’, ‘100株 ‘]
[‘4685’, ‘東証S’, ‘100株 ‘]
[‘4686’, ‘東証P’, ‘100株 ‘]
[‘4687’, ‘東証P’, ‘100株 ‘]
[‘4689’, ‘東証P’, ‘100株 ‘]
[‘4690’, ‘東証S’, ‘100株 ‘]
[‘4691’, ‘東証S’, ‘100株 ‘]
[‘4694’, ‘東証P’, ‘100株 ‘]
[‘4695’, None, ‘-株 ‘]
[‘4696’, None, ‘-株 ‘]
[‘4697’, None, ‘-株 ‘]
[‘4699’, None, ‘-株 ‘]
[‘4704’, ‘東証P’, ‘100株 ‘]
[‘4705’, ‘東証S’, ‘100株 ‘]
[‘4707’, ‘東証S’, ‘100株 ‘]
[‘4708’, ‘東証P’, ‘100株 ‘]
[‘4709’, ‘東証P’, ‘100株 ‘]
[‘4711’, None, ‘-株 ‘]
[‘4712’, ‘東証S’, ‘100株 ‘]
[‘4713’, None, ‘-株 ‘]
[‘4714’, ‘東証P’, ‘100株 ‘]
[‘4716’, ‘東証S’, ‘100株 ‘]
[‘4718’, ‘東証P’, ‘100株 ‘]
[‘4719’, ‘東証P’, ‘100株 ‘]
[‘4720’, ‘東証S’, ‘100株 ‘]
[‘4722’, ‘東証P’, ‘100株 ‘]
[‘4723’, None, ‘-株 ‘]
[‘4724’, None, ‘-株 ‘]
[‘4725’, ‘東証P’, ‘100株 ‘]
[‘4726’, ‘東証P’, ‘100株 ‘]
[‘4727’, None, ‘-株 ‘]
[‘4728’, ‘東証S’, ‘100株 ‘]
[‘4732’, ‘東証P’, ‘100株 ‘]
[‘4733’, ‘東証P’, ‘100株 ‘]
[‘4734’, None, ‘-株 ‘]
[‘4735’, ‘東証S’, ‘100株 ‘]
[‘4736’, ‘東証S’, ‘100株 ‘]
[‘4738’, None, ‘-株 ‘]
[‘4739’, ‘東証P’, ‘100株 ‘]
[‘4741’, None, ‘-株 ‘]
[‘4743’, ‘東証P’, ‘100株 ‘]
[‘4744’, None, ‘-株 ‘]
[‘4745’, ‘東証P’, ‘100株 ‘]
[‘4746’, ‘東証S’, ‘100株 ‘]
[‘4747’, None, ‘-株 ‘]
[‘4748’, ‘東証S’, ‘100株 ‘]
[‘4749’, None, ‘-株 ‘]
[‘4750’, ‘東証S’, ‘100株 ‘]
[‘4751’, ‘東証P’, ‘100株 ‘]
[‘4752’, ‘東証S’, ‘100株 ‘]
[‘4754’, ‘東証S’, ‘100株 ‘]
[‘4755’, ‘東証P’, ‘100株 ‘]
[‘4756’, None, ‘-株 ‘]
[‘4760’, ‘東証S’, ‘100株 ‘]
[‘4761’, ‘東証S’, ‘100株 ‘]
[‘4762’, ‘東証S’, ‘100株 ‘]
[‘4763’, ‘東証P’, ‘100株 ‘]
[‘4764’, None, ‘-株 ‘]
[‘4765’, ‘東証P’, ‘100株 ‘]
[‘4766’, ‘東証S’, ‘100株 ‘]
[‘4767’, ‘東証P’, ‘100株 ‘]
[‘4768’, ‘東証P’, ‘100株 ‘]
[‘4769’, ‘東証S’, ‘100株 ‘]
[‘4770’, ‘東証S’, ‘100株 ‘]
[‘4771’, ‘東証S’, ‘100株 ‘]
[‘4772’, ‘東証G’, ‘100株 ‘]
[‘4773’, None, ‘-株 ‘]
[‘4775’, None, ‘-株 ‘]
[‘4776’, ‘東証P’, ‘100株 ‘]
[‘4777’, ‘東証S’, ‘100株 ‘]
[‘4779’, None, ‘-株 ‘]
[‘4781’, ‘東証S’, ‘100株 ‘]
[‘4783’, ‘東証S’, ‘100株 ‘]
[‘4784’, ‘東証S’, ‘100株 ‘]
[‘4786’, None, ‘-株 ‘]
[‘4789’, None, ‘-株 ‘]
[‘4791’, None, ‘-株 ‘]
[‘4792’, ‘東証P’, ‘100株 ‘]
[‘4793’, None, ‘-株 ‘]
[‘4794’, None, ‘-株 ‘]
[‘4798’, None, ‘-株 ‘]
[‘4799’, None, ‘-株 ‘]
[‘4800’, ‘東証S’, ‘100株 ‘]
[‘4801’, ‘東証P’, ‘100株 ‘]
[‘4809’, ‘東証P’, ‘100株 ‘]
[‘4812’, ‘東証P’, ‘100株 ‘]
[‘4813’, ‘東証P’, ‘100株 ‘]
[‘4814’, ‘東証S’, ‘100株 ‘]
[‘4815’, None, ‘-株 ‘]
[‘4816’, ‘東証S’, ‘100株 ‘]
[‘4817’, None, ‘-株 ‘]
[‘4819’, ‘東証P’, ‘100株 ‘]
[‘4820’, ‘東証P’, ‘100株 ‘]
[‘4822’, None, ‘-株 ‘]
[‘4824’, ‘東証G’, ‘100株 ‘]
[‘4825’, ‘東証P’, ‘100株 ‘]
[‘4826’, ‘東証P’, ‘100株 ‘]
[‘4827’, ‘福証Q’, ‘-株 ‘]
[‘4828’, ‘東証P’, ‘100株 ‘]
[‘4829’, ‘東証S’, ‘100株 ‘]
[‘4830’, None, ‘-株 ‘]
[‘4831’, None, ‘-株 ‘]
[‘4832’, ‘東証S’, ‘100株 ‘]
[‘4833’, ‘東証G’, ‘100株 ‘]
[‘4834’, ‘札証’, ‘-株 ‘]
[‘4835’, None, ‘-株 ‘]
[‘4837’, ‘東証S’, ‘100株 ‘]
[‘4838’, ‘東証S’, ‘100株 ‘]
[‘4839’, ‘東証P’, ‘100株 ‘]
[‘4840’, ‘東証G’, ‘100株 ‘]
[‘4841’, None, ‘-株 ‘]
[‘4842’, None, ‘-株 ‘]
[‘4845’, ‘東証P’, ‘100株 ‘]
[‘4847’, ‘東証P’, ‘100株 ‘]
[‘4848’, ‘東証P’, ‘100株 ‘]
[‘4849’, ‘東証P’, ‘100株 ‘]
[‘4850’, None, ‘-株 ‘]
[‘4875’, ‘東証S’, ‘100株 ‘]
[‘4880’, ‘東証G’, ‘100株 ‘]
[‘4881’, ‘東証G’, ‘100株 ‘]
[‘4882’, ‘東証G’, ‘100株 ‘]
[‘4883’, ‘東証G’, ‘100株 ‘]
[‘4884’, ‘東証G’, ‘100株 ‘]
[‘4885’, ‘東証S’, ‘100株 ‘]
[‘4886’, ‘東証P’, ‘100株 ‘]
[‘4887’, ‘東証P’, ‘100株 ‘]
[‘4888’, ‘東証G’, ‘100株 ‘]
[‘4889’, ‘東証G’, ‘100株 ‘]
[‘4890’, ‘東証G’, ‘100株 ‘]
[‘4901’, ‘東証P’, ‘100株 ‘]
[‘4902’, ‘東証P’, ‘100株 ‘]
[‘4911’, ‘東証P’, ‘100株 ‘]
[‘4912’, ‘東証P’, ‘100株 ‘]
[‘4914’, ‘東証P’, ‘100株 ‘]
[‘4915’, None, ‘-株 ‘]
[‘4917’, ‘東証P’, ‘100株 ‘]
[‘4918’, ‘東証S’, ‘100株 ‘]
[‘4919’, ‘東証P’, ‘100株 ‘]
[‘4920’, ‘東証S’, ‘100株 ‘]
[‘4921’, ‘東証P’, ‘100株 ‘]
[‘4922’, ‘東証P’, ‘100株 ‘]
[‘4923’, ‘東証P’, ‘100株 ‘]
[‘4924’, None, ‘-株 ‘]
[‘4925’, ‘東証S’, ‘100株 ‘]
[‘4926’, ‘東証S’, ‘100株 ‘]
[‘4927’, ‘東証P’, ‘100株 ‘]
[‘4928’, ‘東証P’, ‘100株 ‘]
[‘4929’, ‘東証P’, ‘100株 ‘]
[‘4930’, ‘東証S’, ‘100株 ‘]
[‘4931’, ‘東証P’, ‘100株 ‘]
[‘4932’, ‘東証S’, ‘100株 ‘]
[‘4933’, ‘東証G’, ‘100株 ‘]
[‘4934’, ‘東証G’, ‘100株 ‘]
[‘4935’, ‘東証S’, ‘100株 ‘]
[‘4936’, ‘東証G’, ‘100株 ‘]
[‘4937’, ‘東証G’, ‘100株 ‘]
[‘4951’, ‘東証P’, ‘100株 ‘]
[‘4952’, None, ‘-株 ‘]
[‘4955’, ‘東証P’, ‘100株 ‘]
[‘4956’, ‘東証P’, ‘100株 ‘]
[‘4957’, ‘東証S’, ‘100株 ‘]
[‘4958’, ‘東証P’, ‘100株 ‘]
[‘4960’, ‘東証S’, ‘100株 ‘]
[‘4961’, None, ‘-株 ‘]
[‘4962’, None, ‘-株 ‘]
[‘4963’, ‘東証P’, ‘100株 ‘]
[‘4965’, None, ‘-株 ‘]
[‘4966’, ‘東証S’, ‘100株 ‘]
[‘4967’, ‘東証P’, ‘100株 ‘]
[‘4968’, ‘東証P’, ‘100株 ‘]
[‘4970’, ‘東証S’, ‘100株 ‘]
[‘4971’, ‘東証P’, ‘100株 ‘]
[‘4972’, ‘東証S’, ‘100株 ‘]
[‘4973’, ‘東証P’, ‘100株 ‘]
[‘4974’, ‘東証P’, ‘100株 ‘]
[‘4975’, ‘東証P’, ‘100株 ‘]
[‘4976’, ‘東証S’, ‘100株 ‘]
[‘4977’, ‘東証P’, ‘100株 ‘]
[‘4978’, ‘東証G’, ‘100株 ‘]
[‘4979’, ‘東証P’, ‘100株 ‘]
[‘4980’, ‘東証P’, ‘100株 ‘]
[‘4985’, ‘東証P’, ‘100株 ‘]
[‘4987’, ‘東証S’, ‘100株 ‘]
[‘4989’, None, ‘-株 ‘]
[‘4990’, ‘東証S’, ‘100株 ‘]
[‘4992’, ‘東証S’, ‘100株 ‘]
[‘4994’, ‘東証S’, ‘100株 ‘]
[‘4995’, ‘福証’, ‘-株 ‘]
[‘4996’, ‘東証P’, ‘100株 ‘]
[‘4997’, ‘東証P’, ‘100株 ‘]
[‘4998’, ‘東証S’, ‘100株 ‘]
[‘4999’, ‘東証S’, ‘100株 ‘]
[‘5001’, None, ‘-株 ‘]
[‘5002’, None, ‘-株 ‘]
[‘5007’, None, ‘-株 ‘]
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[‘6436’, ‘東証P’, ‘100株 ‘]
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[‘6439’, ‘名証M’, ‘100株 ‘]
[‘6440’, ‘東証P’, ‘100株 ‘]
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[‘6448’, ‘東証P’, ‘100株 ‘]
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[‘6473’, ‘東証P’, ‘100株 ‘]
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[‘6480’, ‘東証P’, ‘100株 ‘]
[‘6481’, ‘東証P’, ‘100株 ‘]
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[‘6486’, ‘東証P’, ‘100株 ‘]
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[‘6489’, ‘東証S’, ‘100株 ‘]
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[‘6537’, ‘東証G’, ‘100株 ‘]
[‘6538’, ‘東証P’, ‘100株 ‘]
[‘6539’, ‘東証P’, ‘100株 ‘]
[‘6540’, ‘東証S’, ‘100株 ‘]
[‘6541’, None, ‘-株 ‘]
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[‘6574’, ‘東証G’, ‘100株 ‘]
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[‘6579’, ‘東証G’, ‘100株 ‘]
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[‘6619’, ‘東証P’, ‘100株 ‘]
[‘6620’, ‘東証P’, ‘100株 ‘]
[‘6621’, None, ‘-株 ‘]
[‘6622’, ‘東証P’, ‘100株 ‘]
[‘6623’, ‘名証P’, ‘100株 ‘]
[‘6624’, None, ‘-株 ‘]
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[‘6626’, ‘東証S’, ‘100株 ‘]
[‘6627’, ‘東証S’, ‘100株 ‘]
[‘6628’, None, ‘-株 ‘]
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[‘6632’, ‘東証P’, ‘100株 ‘]
[‘6633’, ‘東証S’, ‘100株 ‘]
[‘6634’, ‘東証S’, ‘100株 ‘]
[‘6635’, ‘東証S’, ‘100株 ‘]
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[‘6641’, ‘東証P’, ‘100株 ‘]
[‘6643’, ‘東証S’, ‘100株 ‘]
[‘6644’, ‘東証P’, ‘100株 ‘]
[‘6645’, ‘東証P’, ‘100株 ‘]
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[‘6648’, ‘東証S’, ‘100株 ‘]
[‘6651’, ‘東証P’, ‘100株 ‘]
[‘6652’, ‘東証P’, ‘100株 ‘]
[‘6653’, ‘東証P’, ‘100株 ‘]
[‘6654’, ‘東証S’, ‘100株 ‘]
[‘6655’, ‘名証M’, ‘100株 ‘]
[‘6656’, ‘東証S’, ‘100株 ‘]
[‘6657’, None, ‘-株 ‘]
[‘6658’, ‘東証S’, ‘100株 ‘]
[‘6659’, ‘東証S’, ‘100株 ‘]
[‘6660’, None, ‘-株 ‘]
[‘6661’, None, ‘-株 ‘]
[‘6662’, ‘東証S’, ‘100株 ‘]
[‘6663’, ‘東証S’, ‘100株 ‘]
[‘6664’, ‘東証S’, ‘100株 ‘]
[‘6665’, None, ‘-株 ‘]
[‘6666’, ‘東証S’, ‘100株 ‘]
[‘6667’, None, ‘-株 ‘]
[‘6668’, ‘東証S’, ‘100株 ‘]
[‘6669’, None, ‘-株 ‘]
[‘6670’, ‘東証S’, ‘100株 ‘]
[‘6671’, None, ‘-株 ‘]
[‘6672’, None, ‘-株 ‘]
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[‘6675’, ‘東証P’, ‘100株 ‘]
[‘6676’, ‘東証P’, ‘100株 ‘]
[‘6677’, ‘東証S’, ‘100株 ‘]
[‘6678’, ‘東証P’, ‘100株 ‘]
[‘6679’, None, ‘-株 ‘]
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[‘6696’, ‘東証G’, ‘100株 ‘]
[‘6697’, ‘東証G’, ‘100株 ‘]
[‘6698’, ‘東証S’, ‘100株 ‘]
[‘6699’, ‘東証P’, ‘100株 ‘]
[‘6701’, ‘東証P’, ‘100株 ‘]
[‘6702’, ‘東証P’, ‘100株 ‘]
[‘6703’, ‘東証P’, ‘100株 ‘]
[‘6704’, ‘東証P’, ‘100株 ‘]
[‘6706’, ‘東証P’, ‘100株 ‘]
[‘6707’, ‘東証P’, ‘100株 ‘]
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[‘6715’, ‘東証S’, ‘100株 ‘]
[‘6716’, None, ‘-株 ‘]
[‘6718’, ‘東証P’, ‘100株 ‘]
[‘6719’, None, ‘-株 ‘]
[‘6721’, ‘東証S’, ‘100株 ‘]
[‘6722’, None, ‘-株 ‘]
[‘6723’, ‘東証P’, ‘100株 ‘]
[‘6724’, ‘東証P’, ‘100株 ‘]
[‘6727’, ‘東証P’, ‘100株 ‘]
[‘6728’, ‘東証P’, ‘100株 ‘]
[‘6729’, None, ‘-株 ‘]
[‘6730’, ‘東証S’, ‘100株 ‘]
[‘6731’, ‘東証S’, ‘100株 ‘]
[‘6734’, ‘東証S’, ‘100株 ‘]
[‘6736’, ‘東証S’, ‘100株 ‘]
[‘6737’, ‘東証P’, ‘100株 ‘]
[‘6738’, None, ‘-株 ‘]
[‘6739’, None, ‘-株 ‘]
[‘6740’, ‘東証P’, ‘100株 ‘]
[‘6741’, ‘東証P’, ‘100株 ‘]
[‘6742’, ‘東証P’, ‘100株 ‘]
[‘6743’, ‘東証S’, ‘100株 ‘]
[‘6744’, ‘東証P’, ‘100株 ‘]
[‘6745’, ‘東証P’, ‘100株 ‘]
[‘6747’, None, ‘-株 ‘]
[‘6748’, ‘東証S’, ‘100株 ‘]
[‘6749’, None, ‘-株 ‘]
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[‘7565’, ‘東証S’, ‘100株 ‘]
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[‘7569’, None, ‘-株 ‘]
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[‘7640’, ‘東証S’, ‘100株 ‘]
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[‘7673’, ‘東証S’, ‘100株 ‘]
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[‘7687’, ‘東証G’, ‘100株 ‘]
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[‘7695’, ‘東証G’, ‘100株 ‘]
[‘7697’, None, ‘-株 ‘]
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[‘7699’, ‘東証G’, ‘100株 ‘]
[‘7701’, ‘東証P’, ‘100株 ‘]
[‘7702’, ‘東証P’, ‘100株 ‘]
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[‘7704’, None, ‘-株 ‘]
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[‘7707’, ‘東証G’, ‘100株 ‘]
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[‘7711’, ‘東証S’, ‘100株 ‘]
[‘7713’, ‘東証S’, ‘100株 ‘]
[‘7714’, None, ‘-株 ‘]
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[‘7730’, ‘東証P’, ‘100株 ‘]
[‘7731’, ‘東証P’, ‘100株 ‘]
[‘7732’, ‘東証P’, ‘100株 ‘]
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[‘7734’, ‘東証P’, ‘100株 ‘]
[‘7735’, ‘東証P’, ‘100株 ‘]
[‘7736’, None, ‘-株 ‘]
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[‘7740’, ‘東証P’, ‘100株 ‘]
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[‘7746’, ‘東証S’, ‘100株 ‘]
[‘7747’, ‘東証P’, ‘100株 ‘]
[‘7748’, None, ‘-株 ‘]
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[‘7751’, ‘東証P’, ‘100株 ‘]
[‘7752’, ‘東証P’, ‘100株 ‘]
[‘7756’, None, ‘-株 ‘]
[‘7757’, None, ‘-株 ‘]
[‘7758’, None, ‘-株 ‘]
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[‘7771’, ‘東証S’, ‘100株 ‘]
[‘7773’, None, ‘-株 ‘]
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[‘7775’, ‘東証P’, ‘100株 ‘]
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[‘7808’, ‘東証S’, ‘100株 ‘]
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[‘7821’, ‘東証P’, ‘100株 ‘]
[‘7822’, ‘東証S’, ‘100株 ‘]
[‘7823’, ‘東証P’, ‘100株 ‘]
[‘7824’, None, ‘-株 ‘]
[‘7825’, None, ‘-株 ‘]
[‘7826’, ‘東証S’, ‘100株 ‘]
[‘7827’, ‘東証S’, ‘100株 ‘]
[‘7829’, ‘東証G’, ‘100株 ‘]
[‘7830’, None, ‘-株 ‘]
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[‘7832’, ‘東証P’, ‘100株 ‘]
[‘7833’, ‘東証S’, ‘100株 ‘]
[‘7834’, None, ‘-株 ‘]
[‘7835’, None, ‘-株 ‘]
[‘7836’, ‘東証S’, ‘100株 ‘]
[‘7837’, ‘東証S’, ‘100株 ‘]
[‘7838’, ‘東証S’, ‘100株 ‘]
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[‘7840’, ‘東証P’, ‘100株 ‘]
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[‘7845’, None, ‘-株 ‘]
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[‘7847’, ‘東証S’, ‘100株 ‘]
[‘7849’, ‘東証S’, ‘100株 ‘]
[‘7850’, ‘東証S’, ‘100株 ‘]
[‘7851’, ‘東証S’, ‘100株 ‘]
[‘7853’, None, ‘-株 ‘]
[‘7855’, None, ‘-株 ‘]
[‘7856’, ‘東証P’, ‘100株 ‘]
[‘7857’, ‘東証S’, ‘100株 ‘]
[‘7858’, None, ‘-株 ‘]
[‘7859’, ‘東証S’, ‘100株 ‘]
[‘7860’, ‘東証P’, ‘100株 ‘]
[‘7861’, None, ‘-株 ‘]
[‘7862’, None, ‘-株 ‘]
[‘7863’, ‘東証S’, ‘100株 ‘]
[‘7864’, ‘東証P’, ‘100株 ‘]
[‘7865’, ‘東証S’, ‘100株 ‘]
[‘7866’, None, ‘-株 ‘]
[‘7867’, ‘東証P’, ‘100株 ‘]
[‘7868’, ‘東証P’, ‘100株 ‘]
[‘7869’, None, ‘-株 ‘]
[‘7870’, ‘名証M’, ‘100株 ‘]
[‘7871’, ‘東証S’, ‘100株 ‘]
[‘7872’, ‘東証S’, ‘100株 ‘]
[‘7873’, None, ‘-株 ‘]
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[‘7875’, ‘東証S’, ‘100株 ‘]
[‘7877’, ‘東証S’, ‘100株 ‘]
[‘7878’, ‘東証S’, ‘100株 ‘]
[‘7879’, ‘東証S’, ‘100株 ‘]
[‘7882’, None, ‘-株 ‘]
[‘7883’, ‘東証S’, ‘100株 ‘]
[‘7885’, ‘東証S’, ‘100株 ‘]
[‘7886’, ‘東証S’, ‘100株 ‘]
[‘7887’, ‘東証S’, ‘100株 ‘]
[‘7888’, ‘東証P’, ‘100株 ‘]
[‘7889’, None, ‘-株 ‘]
[‘7891’, None, ‘-株 ‘]
[‘7893’, ‘東証P’, ‘100株 ‘]
[‘7894’, ‘福証’, ‘-株 ‘]
[‘7895’, ‘東証S’, ‘100株 ‘]
[‘7896’, ‘東証S’, ‘100株 ‘]
[‘7897’, ‘東証S’, ‘100株 ‘]
[‘7898’, ‘東証S’, ‘100株 ‘]
[‘7899’, ‘東証S’, ‘100株 ‘]
[‘7901’, ‘東証S’, ‘100株 ‘]
[‘7902’, ‘東証S’, ‘100株 ‘]
[‘7903’, None, ‘-株 ‘]
[‘7904’, None, ‘-株 ‘]
[‘7905’, ‘東証P’, ‘100株 ‘]
[‘7906’, ‘東証S’, ‘100株 ‘]
[‘7907’, None, ‘-株 ‘]
[‘7908’, ‘東証S’, ‘100株 ‘]
[‘7911’, ‘東証P’, ‘100株 ‘]
[‘7912’, ‘東証P’, ‘100株 ‘]
[‘7913’, None, ‘-株 ‘]
[‘7914’, ‘東証P’, ‘100株 ‘]
[‘7915’, ‘東証P’, ‘100株 ‘]
[‘7916’, ‘東証S’, ‘100株 ‘]
[‘7917’, ‘東証P’, ‘100株 ‘]
[‘7918’, ‘東証P’, ‘100株 ‘]
[‘7919’, ‘東証S’, ‘100株 ‘]
[‘7920’, None, ‘-株 ‘]
[‘7921’, ‘東証P’, ‘100株 ‘]
[‘7922’, ‘東証S’, ‘100株 ‘]
[‘7923’, ‘東証S’, ‘100株 ‘]
[‘7925’, ‘東証P’, ‘100株 ‘]
[‘7927’, ‘東証S’, ‘100株 ‘]
[‘7928’, ‘東証S’, ‘100株 ‘]
[‘7931’, ‘東証P’, ‘100株 ‘]
[‘7932’, ‘東証S’, ‘100株 ‘]
[‘7934’, None, ‘-株 ‘]
[‘7935’, None, ‘-株 ‘]
[‘7936’, ‘東証P’, ‘100株 ‘]
[‘7937’, ‘東証S’, ‘100株 ‘]
[‘7938’, ‘東証S’, ‘100株 ‘]
[‘7939’, ‘東証S’, ‘100株 ‘]
[‘7940’, ‘東証S’, ‘100株 ‘]
[‘7942’, ‘東証P’, ‘100株 ‘]
[‘7943’, ‘東証P’, ‘100株 ‘]
[‘7944’, ‘東証P’, ‘100株 ‘]
[‘7945’, ‘東証S’, ‘100株 ‘]
[‘7946’, ‘東証S’, ‘100株 ‘]
[‘7947’, ‘東証P’, ‘100株 ‘]
[‘7949’, ‘東証P’, ‘100株 ‘]
[‘7950’, ‘名証M’, ‘100株 ‘]
[‘7951’, ‘東証P’, ‘100株 ‘]
[‘7952’, ‘東証P’, ‘100株 ‘]
[‘7953’, ‘東証S’, ‘100株 ‘]
[‘7954’, None, ‘-株 ‘]
[‘7955’, ‘東証P’, ‘100株 ‘]
[‘7956’, ‘東証P’, ‘100株 ‘]
[‘7957’, ‘東証S’, ‘100株 ‘]
[‘7958’, ‘東証P’, ‘100株 ‘]
[‘7959’, None, ‘-株 ‘]
[‘7960’, None, ‘-株 ‘]
[‘7961’, ‘東証S’, ‘100株 ‘]
[‘7962’, ‘東証P’, ‘100株 ‘]
[‘7963’, ‘東証S’, ‘100株 ‘]
[‘7965’, ‘東証P’, ‘100株 ‘]
[‘7966’, ‘東証P’, ‘100株 ‘]
[‘7968’, None, ‘-株 ‘]
[‘7970’, ‘東証P’, ‘100株 ‘]
[‘7971’, ‘東証P’, ‘100株 ‘]
[‘7972’, ‘東証P’, ‘100株 ‘]
[‘7973’, None, ‘-株 ‘]
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[‘7975’, ‘東証S’, ‘100株 ‘]
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[‘8783’, ‘東証S’, ‘100株 ‘]
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