作业

  • 用Python读取Excel 数据 存放到mysql中
  • 数据集

用Python读取Excel 数据 存放到mysql中

import pymysql
import openpyxl
import datetime
from pymysql.cursors import DictCursordef main():conn = pymysql.Connect(host='localhost',port=3306,user='root',password='xxxxxx',database='ali',  # 默认使用school 相当于use school;charset='utf8mb4',autocommit=True)# 建立链接游标print('开始建表......')with conn.cursor(DictCursor) as cursor:cursor.execute('''create table if not exists tb_stock(s_date date not null comment '日期',s_open decimal(10,6) unsigned not null comment '开盘价',s_high decimal(10,6) unsigned not null comment '最高价',s_low decimal(10,6) unsigned not null comment '最低价',s_close decimal(10,6) unsigned not null comment '收盘价',s_adjcolse decimal(10,6) unsigned not null comment '调整后的收盘价',s_volume int unsigned not null comment '成交量',primary key (s_date))engine=innodb;''')print('表建立完成!')# 数据准备，获取表对象,行数列数work_book = openpyxl.load_workbook('files/阿里巴巴2017年股票数据.xlsx')name = work_book.sheetnames[0]sheet = work_book[name]rows = sheet.max_rowcolumns = sheet.max_column#数据写入datas=list(sheet.iter_rows())for x in datas[1:]:data=[item.value for item in x[1:]]data.insert(0,x[0].value.strftime("%Y-%m-%d %H:%M:%S"))cursor.execute(f"""insert into tb_stock values ('{data[0]}',{data[1]},{data[2]},{data[3]},{data[4]},{data[5]},{data[6]});""")if __name__ == '__main__':main()

数据集

Date Open    High    Low Close   Adj Close   Volume
2017-01-03 0:00:00  89  89  88.080002   88.599998   88.599998   8789400
2017-01-04 0:00:00  88.985001   90.889999   88.580002   90.510002   90.510002   11490200
2017-01-05 0:00:00  91.910004   94.809998   91.639999   94.370003   94.370003   16821500
2017-01-06 0:00:00  94.400002   94.5    93  93.889999   93.889999   7639800
2017-01-09 0:00:00  94.160004   95.650002   93.309998   94.720001   94.720001   10792900
2017-01-10 0:00:00  96.400002   97.903999   95.550003   96.75   96.75   14780600
2017-01-11 0:00:00  96.919998   97.449997   95.599998   96.940002   96.940002   8735900
2017-01-12 0:00:00  96.849998   96.849998   94.800003   95.900002   95.900002   8424700
2017-01-13 0:00:00  95.949997   97.379997   95.760002   96.269997   96.269997   10701100
2017-01-17 0:00:00  96.32   96.589996   95  96.120003   96.120003   6301600
2017-01-18 0:00:00  96.269997   96.269997   95.260002   96  96  6610700
2017-01-19 0:00:00  96.419998   96.699997   95.580002   96.169998   96.169998   7090000
2017-01-20 0:00:00  96.449997   97.150002   95.670998   96.059998   96.059998   9685800
2017-01-23 0:00:00  96.480003   98.669998   96.260002   98.410004   98.410004   14090300
2017-01-24 0:00:00  103.150002  103.190002  99.940002   101.43  101.43  37181500
2017-01-25 0:00:00  102.459999  104.269997  101.900002  104.059998  104.059998  23322800
2017-01-26 0:00:00  103.919998  104.57  102.169998  102.75  102.75  12504800
2017-01-27 0:00:00  102.25  102.699997  101.290001  102.07  102.07  8031000
2017-01-30 0:00:00  101.199997  101.459999  100.089996  101.019997  101.019997  8619800
2017-01-31 0:00:00  100.239998  102.089996  100.059998  101.309998  101.309998  7530000
2017-02-01 0:00:00  102.07  102.379997  100.870003  101.57  101.57  5736400
2017-02-02 0:00:00  101.279999  101.470001  100.559998  100.839996  100.839996  5371600
2017-02-03 0:00:00  101.5   101.559998  100.300003  100.389999  100.389999  6197600
2017-02-06 0:00:00  100.169998  101.706001  100.019997  100.900002  100.900002  6866700
2017-02-07 0:00:00  101.040001  101.599998  100.5   100.830002  100.830002  5655600
2017-02-08 0:00:00  101.550003  103.989998  101.160004  103.57  103.57  10178500
2017-02-09 0:00:00  103.57  104.18  102.559998  103.339996  103.339996  8435800
2017-02-10 0:00:00  103.879997  103.940002  102.309998  102.360001  102.360001  7680300
2017-02-13 0:00:00  102.82  104.440002  102.620003  103.099998  103.099998  9729000
2017-02-14 0:00:00  103.139999  103.599998  100.896004  101.589996  101.589996  10192100
2017-02-15 0:00:00  102.059998  102.129997  100.110001  101.550003  101.550003  12384400
2017-02-16 0:00:00  101.860001  102.099998  100.5   100.82  100.82  7464000
2017-02-17 0:00:00  100.690002  101.730003  100.300003  100.519997  100.519997  8258200
2017-02-21 0:00:00  101.029999  102.540001  100.910004  102.120003  102.120003  8189600
2017-02-22 0:00:00  102.480003  105.199997  102.419998  104.199997  104.199997  15779400
2017-02-23 0:00:00  104.720001  104.860001  101.82  102.459999  102.459999  10095600
2017-02-24 0:00:00  101.389999  103 101.300003  102.949997  102.949997  7356600
2017-02-27 0:00:00  102.5   103.824997  102.220001  103.599998  103.599998  6865900
2017-02-28 0:00:00  103.889999  103.989998  102.029999  102.900002  102.900002  8017500
2017-03-01 0:00:00  103.68  104.989998  103.209999  104.040001  104.040001  10331800
2017-03-02 0:00:00  103.800003  104.580002  102.769997  103.190002  103.190002  7983000
2017-03-03 0:00:00  102.989998  103.419998  102.440002  103.309998  103.309998  6320900
2017-03-06 0:00:00  102.760002  103.25  102.099998  102.309998  102.309998  6290700
2017-03-07 0:00:00  102.300003  103.307999  102.110001  102.629997  102.629997  4985200
2017-03-08 0:00:00  102.629997  104.290001  102.540001  103.220001  103.220001  7066700
2017-03-09 0:00:00  102.970001  103.75  102.760002  103.239998  103.239998  4523600
2017-03-10 0:00:00  103.43  103.699997  102.629997  103.389999  103.389999  4120700
2017-03-13 0:00:00  103.519997  106.25  103.470001  105.18  105.18  16118900
2017-03-14 0:00:00  104.610001  106 103.821999  104.25  104.25  7748400
2017-03-15 0:00:00  104.370003  104.489998  102.599998  103.690002  103.690002  11695200
2017-03-16 0:00:00  105.25  105.650002  104.301003  105.629997  105.629997  12445200
2017-03-17 0:00:00  105.169998  106.5   104.860001  105.610001  105.610001  8778900
2017-03-20 0:00:00  106.230003  108.199997  105.940002  107.25  107.25  12447900
2017-03-21 0:00:00  108.459999  108.699997  104.699997  105.089996  105.089996  13877700
2017-03-22 0:00:00  104.639999  106.120003  103.980003  106.089996  106.089996  7153000
2017-03-23 0:00:00  106.949997  108.830002  106.440002  108.25  108.25  13410800
2017-03-24 0:00:00  108.400002  109.129997  107.230003  108.040001  108.040001  7578400
2017-03-27 0:00:00  106.650002  108.190002  106.510002  108.080002  108.080002  7709400
2017-03-28 0:00:00  108.230003  108.949997  107.459999  107.800003  107.800003  6472000
2017-03-29 0:00:00  107.970001  109.739998  107.690002  109.510002  109.510002  8788700
2017-03-30 0:00:00  109.728996  110.449997  108.660004  108.849998  108.849998  10592500
2017-03-31 0:00:00  108.5   109.119003  107.779999  107.830002  107.830002  9002800
2017-04-03 0:00:00  108.849998  109.470001  107.519997  108.089996  108.089996  8391400
2017-04-04 0:00:00  107.870003  108.260002  106.879997  107.519997  107.519997  6480100
2017-04-05 0:00:00  108.360001  108.82  107.32  107.440002  107.440002  8205400
2017-04-06 0:00:00  107.589996  108.419998  107.150002  108.040001  108.040001  5211100
2017-04-07 0:00:00  107.879997  109.07  106.760002  108.989998  108.989998  8354900
2017-04-10 0:00:00  109 111.879997  108.839996  111.699997  111.699997  14798600
2017-04-11 0:00:00  111.400002  111.790001  109.459999  110.440002  110.440002  10012100
2017-04-12 0:00:00  110.5   111.699997  110.309998  110.629997  110.629997  8099800
2017-04-13 0:00:00  110.720001  111.449997  109.82  110.209999  110.209999  6857000
2017-04-17 0:00:00  110.910004  111.870003  110.300003  111.760002  111.760002  7128100
2017-04-18 0:00:00  111.199997  112.199997  110.866997  111.230003  111.230003  8305100
2017-04-19 0:00:00  111.989998  112.199997  110.57  110.760002  110.760002  9603800
2017-04-20 0:00:00  111.529999  113.599998  111.480003  112.959999  112.959999  13773500
2017-04-21 0:00:00  112.800003  113.169998  112.300003  113.110001  113.110001  8968300
2017-04-24 0:00:00  114.040001  115.160004  114.019997  114.860001  114.860001  13386600
2017-04-25 0:00:00  115.540001  115.82  114.800003  115.480003  115.480003  11434600
2017-04-26 0:00:00  115.370003  115.75  114.622002  114.970001  114.970001  6678800
2017-04-27 0:00:00  115 115.959999  114.830002  115.43  115.43  9441500
2017-04-28 0:00:00  115.900002  115.989998  115 115.5   115.5   6955700
2017-05-01 0:00:00  115.629997  117.239998  115.5   116.68  116.68  7332100
2017-05-02 0:00:00  117.07  118.690002  117 118.089996  118.089996  10048200
2017-05-03 0:00:00  117.949997  118 115.120003  116.57  116.57  10591100
2017-05-04 0:00:00  115.940002  116.410004  115.150002  115.860001  115.860001  6977800
2017-05-05 0:00:00  116.050003  116.150002  114.800003  116.040001  116.040001  7099400
2017-05-08 0:00:00  116.900002  117.510002  116.199997  116.860001  116.860001  6461900
2017-05-09 0:00:00  118.620003  120 118.07  120 120 15219900
2017-05-10 0:00:00  120.010002  120.330002  119.099998  119.980003  119.980003  9347300
2017-05-11 0:00:00  120.129997  120.5   118.25  120.160004  120.160004  11375500
2017-05-12 0:00:00  120.160004  120.468002  119.510002  120.339996  120.339996  9823900
2017-05-15 0:00:00  121.029999  121.489998  120.030998  121.400002  121.400002  11125500
2017-05-16 0:00:00  121.980003  124.339996  121.739998  124.019997  124.019997  18222100
2017-05-17 0:00:00  123.25  123.889999  120.5   120.720001  120.720001  19834700
2017-05-18 0:00:00  116.309998  122.629997  114 121.269997  121.269997  37121900
2017-05-19 0:00:00  123.959999  126.400002  123.07  123.220001  123.220001  21101700
2017-05-22 0:00:00  124.980003  125.589996  123.555 124.75  124.75  13493200
2017-05-23 0:00:00  124.669998  125.675003  122.849998  122.93  122.93  14370100
2017-05-24 0:00:00  123.07  123.683998  121.949997  122.809998  122.809998  8371500
2017-05-25 0:00:00  123.739998  124.449997  122.309998  123.629997  123.629997  12486500
2017-05-26 0:00:00  123.93  124.650002  123.099998  123.989998  123.989998  7558900
2017-05-30 0:00:00  124.080002  124.879997  123.529999  123.910004  123.910004  8343400
2017-05-31 0:00:00  123.639999  124.175003  122 122.459999  122.459999  11582200
2017-06-01 0:00:00  122.82  124 122.260002  123.970001  123.970001  8901400
2017-06-02 0:00:00  123.720001  124.529999  123.239998  124.129997  124.129997  7342100
2017-06-05 0:00:00  124.019997  125.559998  123.870003  125.370003  125.370003  10030600
2017-06-06 0:00:00  125.370003  126.199997  124.269997  124.620003  124.620003  9257100
2017-06-07 0:00:00  125.080002  125.910004  124.110001  125.639999  125.639999  9431600
2017-06-08 0:00:00  142.509995  143.699997  135.210007  142.339996  142.339996  80936900
2017-06-09 0:00:00  142.339996  148.289993  137.009995  139.440002  139.440002  54367400
2017-06-12 0:00:00  139.169998  139.389999  136.050003  139.080002  139.080002  32177600
2017-06-13 0:00:00  141.880005  142.244003  135.899994  136.600006  136.600006  40879600
2017-06-14 0:00:00  137.800003  139.25  135.259995  136.669998  136.669998  32862000
2017-06-15 0:00:00  135.639999  135.669998  133.100006  135.080002  135.080002  30510400
2017-06-16 0:00:00  136.279999  136.5   133.550003  134.869995  134.869995  36431300
2017-06-19 0:00:00  137.809998  140.399994  137.399994  139.470001  139.470001  24951600
2017-06-20 0:00:00  140.080002  140.630005  137.929993  138.380005  138.380005  20580500
2017-06-21 0:00:00  138.820007  143.5   138.020004  143.289993  143.289993  30911600
2017-06-22 0:00:00  142.050003  144.679993  140.880005  142.270004  142.270004  21897600
2017-06-23 0:00:00  142.100006  143.339996  141.600006  143.009995  143.009995  11759000
2017-06-26 0:00:00  144.029999  145.360001  141.270004  142.729996  142.729996  17828100
2017-06-27 0:00:00  143.899994  144.380005  141.100006  141.529999  141.529999  17374800
2017-06-28 0:00:00  142.649994  144.369995  141.479996  143.949997  143.949997  17759800
2017-06-29 0:00:00  143.160004  143.559998  137.520004  140.809998  140.809998  24130300
2017-06-30 0:00:00  141.029999  142.380005  139.919998  140.899994  140.899994  12276700
2017-07-03 0:00:00  141.75  142.490005  139.494995  140.990005  140.990005  6975700
2017-07-05 0:00:00  141.160004  145 140.330002  144.869995  144.869995  16995800
2017-07-06 0:00:00  143.009995  143.619995  141.830002  142.199997  142.199997  11934200
2017-07-07 0:00:00  142.649994  143.378998  141.830994  142.429993  142.429993  8046200
2017-07-10 0:00:00  143 144.160004  142.25  143.809998  143.809998  10351500
2017-07-11 0:00:00  144.289993  145.869995  143.259995  145.809998  145.809998  13519900
2017-07-12 0:00:00  147.380005  149.300003  146.850006  149 149 14955800
2017-07-13 0:00:00  149.520004  150 148 149.520004  149.520004  11683400
2017-07-14 0:00:00  150.119995  152.25  149.690002  151.830002  151.830002  11469400
2017-07-17 0:00:00  153.529999  153.699997  150.419998  151.229996  151.229996  15342700
2017-07-18 0:00:00  151.080002  154.600006  150.479996  153.75  153.75  15313000
2017-07-19 0:00:00  155.139999  156.410004  152.639999  153.149994  153.149994  16896100
2017-07-20 0:00:00  153.960007  154.119995  151.839996  152.110001  152.110001  16739800
2017-07-21 0:00:00  151.789993  152.149994  150.309998  151.889999  151.889999  11452700
2017-07-24 0:00:00  152.770004  153.229996  151.600006  152.259995  152.259995  10649100
2017-07-25 0:00:00  152.360001  152.75  150.850006  152.440002  152.440002  8460300
2017-07-26 0:00:00  152.529999  156 152.360001  155.789993  155.789993  14466300
2017-07-27 0:00:00  157.850006  160.389999  151.330002  154.149994  154.149994  26058500
2017-07-28 0:00:00  153.960007  158.960007  152.820007  157.559998  157.559998  14449400
2017-07-31 0:00:00  158.899994  159.389999  153.5   154.949997  154.949997  17782400
2017-08-01 0:00:00  156.25  156.610001  153.800003  154.729996  154.729996  12035300
2017-08-02 0:00:00  155.470001  155.75  149.100006  151.910004  151.910004  19529300
2017-08-03 0:00:00  152.100006  153.800003  149.600006  153.320007  153.320007  12435400
2017-08-04 0:00:00  154.320007  154.320007  152.160004  153.330002  153.330002  10035600
2017-08-07 0:00:00  154.830002  158.990005  154.369995  158.839996  158.839996  15906400
2017-08-08 0:00:00  158.559998  159.839996  156.800003  157.5   157.5   15447100
2017-08-09 0:00:00  156.050003  157.710007  155.199997  157.490005  157.490005  11022600
2017-08-10 0:00:00  156.199997  156.5   151.25  151.770004  151.770004  19298900
2017-08-11 0:00:00  150.509995  152.570007  147.5   151.699997  151.699997  22327400
2017-08-14 0:00:00  154.770004  155.080002  153.100006  154.610001  154.610001  14601800
2017-08-15 0:00:00  155.740005  158.320007  154 157.75  157.75  18635700
2017-08-16 0:00:00  160 160.350006  158.535004  159.5   159.5   21318300
2017-08-17 0:00:00  166.119995  168 163.509995  163.919998  163.919998  56840300
2017-08-18 0:00:00  165.360001  169.5   164.100006  167.5   167.5   31492500
2017-08-21 0:00:00  168.289993  170.600006  166.979996  169.25  169.25  22352300
2017-08-22 0:00:00  170.020004  174.770004  169.639999  174.460007  174.460007  24481900
2017-08-23 0:00:00  172.899994  176.229996  172.75  175.800003  175.800003  21939000
2017-08-24 0:00:00  177 177 174.300003  175 175 20795200
2017-08-25 0:00:00  174.800003  174.940002  171.110001  171.740005  171.740005  24184700
2017-08-28 0:00:00  171.149994  171.339996  167.059998  168.300003  168.300003  24615900
2017-08-29 0:00:00  165.149994  169.229996  164.350006  167.410004  167.410004  19587300
2017-08-30 0:00:00  169.149994  172.389999  169.149994  171.25  171.25  17770000
2017-08-31 0:00:00  172.539993  172.899994  170.25  171.740005  171.740005  16486800
2017-09-01 0:00:00  171.990005  172.386002  170.649994  171.039993  171.039993  11166600
2017-09-05 0:00:00  169.470001  171.929993  168.738007  169.919998  169.919998  14943600
2017-09-06 0:00:00  170.169998  171.110001  167 168.139999  168.139999  19988300
2017-09-07 0:00:00  169.259995  170.970001  168 170.479996  170.479996  15141900
2017-09-08 0:00:00  169.990005  171.220001  168.919998  169 169 12345300
2017-09-11 0:00:00  171.5   174.199997  171.5   174.059998  174.059998  18257900
2017-09-12 0:00:00  174.889999  175.619995  173.369995  175.309998  175.309998  15629700
2017-09-13 0:00:00  175.75  179.100006  175.559998  178.970001  178.970001  22060700
2017-09-14 0:00:00  177.539993  179.929993  176.020004  177.100006  177.100006  22827700
2017-09-15 0:00:00  177.899994  179.75  176.699997  176.699997  176.699997  26567600
2017-09-18 0:00:00  178.889999  180.289993  177.75  179.979996  179.979996  22919800
2017-09-19 0:00:00  180.690002  180.869995  179.25  180.070007  180.070007  14751900
2017-09-20 0:00:00  180.020004  180.5   176.151001  177.949997  177.949997  15396700
2017-09-21 0:00:00  178.050003  178.860992  175.300003  177.389999  177.389999  14578800
2017-09-22 0:00:00  176.199997  178.419998  175.679993  178.139999  178.139999  12749700
2017-09-25 0:00:00  176.479996  177 167.5   169.589996  169.589996  34033700
2017-09-26 0:00:00  170.009995  171.899994  166.789993  167.020004  167.020004  23696200
2017-09-27 0:00:00  169.839996  171.949997  169.449997  170.990005  170.990005  19444200
2017-09-28 0:00:00  170.910004  171.880005  169.567001  170.240005  170.240005  13957000
2017-09-29 0:00:00  171.110001  173.539993  170.740005  172.710007  172.710007  13401800
2017-10-02 0:00:00  174.570007  175.130005  172.570007  173.610001  173.610001  12563400
2017-10-03 0:00:00  176.059998  178.779999  173.610001  178.559998  178.559998  16714600
2017-10-04 0:00:00  178.059998  180 177.300003  178.710007  178.710007  11420600
2017-10-05 0:00:00  179 179.729996  176.029999  178.889999  178.889999  11895300
2017-10-06 0:00:00  177.850006  179.869995  177.610001  179.199997  179.199997  8749300
2017-10-09 0:00:00  178.970001  183.132004  178.75  182.089996  182.089996  15011600
2017-10-10 0:00:00  181.649994  184.460007  181.360001  183.119995  183.119995  13201300
2017-10-11 0:00:00  183 184.699997  182.600998  184.690002  184.690002  11974400
2017-10-12 0:00:00  184.039993  184.389999  180.348007  180.529999  180.529999  15441200
2017-10-13 0:00:00  180.960007  181.399994  177.970001  178.449997  178.449997  18107700
2017-10-16 0:00:00  180 180.050003  178.509995  179.559998  179.559998  12855900
2017-10-17 0:00:00  179.580002  180.119995  175.300003  175.320007  175.320007  20132200
2017-10-18 0:00:00  177.089996  180 176.279999  179.610001  179.610001  21736500
2017-10-19 0:00:00  177.001007  179.610001  175.449997  177.929993  177.929993  13539000
2017-10-20 0:00:00  179.020004  179.520004  177.080002  177.320007  177.320007  11953200
2017-10-23 0:00:00  177.800003  178.009995  173.050003  173.130005  173.130005  17610900
2017-10-24 0:00:00  174 175.979996  173.259995  173.699997  173.699997  11946000
2017-10-25 0:00:00  174.690002  175.440002  169.300003  170.220001  170.220001  18109400
2017-10-26 0:00:00  170.619995  171.449997  168.580002  170.320007  170.320007  13527400
2017-10-27 0:00:00  173.190002  177 171.110001  176.149994  176.149994  19712600
2017-10-30 0:00:00  178.429993  181.899994  177.589996  181.580002  181.580002  20219700
2017-10-31 0:00:00  183.570007  185.119995  181.811005  184.889999  184.889999  21256700
2017-11-01 0:00:00  187.880005  188.880005  183.580002  186.080002  186.080002  28594700
2017-11-02 0:00:00  190.990005  191.220001  183.309998  184.809998  184.809998  41239900
2017-11-03 0:00:00  186.509995  186.929993  182.059998  183.210007  183.210007  19697300
2017-11-06 0:00:00  184.070007  188.25  184 187.839996  187.839996  19873100
2017-11-07 0:00:00  189.580002  189.860001  187 188.509995  188.509995  17781000
2017-11-08 0:00:00  187.979996  188.149994  185.100006  185.899994  185.899994  13944600
2017-11-09 0:00:00  184.210007  185.130005  181.050003  185.130005  185.130005  19755600
2017-11-10 0:00:00  187.029999  187.169998  185.399994  186.410004  186.410004  15031000
2017-11-13 0:00:00  186.770004  187.880005  184 184.539993  184.539993  17139100
2017-11-14 0:00:00  184.300003  184.380005  181.149994  181.789993  181.789993  14475300
2017-11-15 0:00:00  179.369995  181.880005  176.735992  181.479996  181.479996  16567000
2017-11-16 0:00:00  183.309998  186.270004  183.119995  185.429993  185.429993  18389500
2017-11-17 0:00:00  185.919998  186.5   184.669998  185.130005  185.130005  13422700
2017-11-20 0:00:00  187.600006  190 186.610992  188 188 25992300
2017-11-21 0:00:00  190.350006  191.559998  188.800003  190.899994  190.899994  19639500
2017-11-22 0:00:00  191.539993  191.75  189.369995  189.839996  189.839996  14417600
2017-11-24 0:00:00  189.389999  191.699997  188.699997  191.190002  191.190002  9887300
2017-11-27 0:00:00  190.490005  191.449997  187.550003  188.029999  188.029999  14952800
2017-11-28 0:00:00  188.830002  189.100006  186.5   186.690002  186.690002  13378100
2017-11-29 0:00:00  185.25  185.410004  173.619995  179.910004  179.910004  40204100
2017-11-30 0:00:00  179.529999  179.800003  176.320007  177.080002  177.080002  25851100
2017-12-01 0:00:00  175.270004  179.800003  173.800003  174.610001  174.610001  26782300
2017-12-04 0:00:00  177.199997  177.580002  168.259995  169.580002  169.580002  35895100
2017-12-05 0:00:00  165.279999  172.960007  164.25  168.960007  168.960007  31609900
2017-12-06 0:00:00  172.630005  173.229996  167.865005  172.630005  172.630005  23897800
2017-12-07 0:00:00  175.289993  175.820007  172.259995  174.470001  174.470001  15697900
2017-12-08 0:00:00  177.570007  178.960007  176.369995  177.619995  177.619995  23543400
2017-12-11 0:00:00  179.899994  180.679993  178.149994  179.289993  179.289993  15626200
2017-12-12 0:00:00  174.639999  178.160004  173.770004  174.639999  174.639999  22656500
2017-12-13 0:00:00  175.190002  177.699997  174.300003  176.470001  176.470001  18653400
2017-12-14 0:00:00  173.110001  173.389999  169.610001  171.75  171.75  32830000
2017-12-15 0:00:00  172.889999  173.550003  170 173.550003  173.550003  41356700
2017-12-18 0:00:00  174.600006  174.699997  172.369995  173.369995  173.369995  17023300
2017-12-19 0:00:00  171.970001  173 170.509995  171.279999  171.279999  23936200
2017-12-20 0:00:00  171.789993  172.899994  170.800003  172.639999  172.639999  17121400
2017-12-21 0:00:00  172.800003  176.25  172.651001  175.320007  175.320007  14812400
2017-12-22 0:00:00  175.839996  176.660004  175.039993  176.289993  176.289993  12524700
2017-12-26 0:00:00  174.550003  175.149994  171.729996  172.330002  172.330002  12913800
2017-12-27 0:00:00  172.289993  173.869995  171.729996  172.970001  172.970001  10152300
2017-12-28 0:00:00  173.039993  173.529999  171.669998  172.300003  172.300003  9508100
2017-12-29 0:00:00  172.279999  173.669998  171.199997  172.429993  172.429993  9704600

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