├── README.md ├── data ├── 600019.csv ├── 601398.csv ├── 601600.csv ├── 601857.csv └── 601939.csv ├── dataWithName ├── 600019宝钢股份.csv ├── 601600中国铝业.csv ├── 601857中国石油.csv └── 601939建设银行.csv ├── stock2csv.py ├── stock2csvALL.py ├── stock2csvALLWithName.py ├── stock2csvINPUT.py └── stock2txt.py /README.md: -------------------------------------------------------------------------------- 1 | # stock 2 | 3 | 一个基于网易财经的股票爬虫，可以爬取任意股票的所有历史交易数据 4 | 5 | 基本上只需要输入三个参数： 6 | 7 | 股票的代码：如601857（中国石油） 8 | 9 | 爬取的起始年份：2007 10 | 11 | 爬取的结束年份：2016 12 | 13 | 不用担心某一年份的某一季度数据为空的情况，不会报错，不会存入空数据，会直接跳过。 14 | 考虑到之后会用pandas或者别的库处理csv文件，文件名含有中文可能比较麻烦。所以爬取所有数据的爬虫分为两个：只有股票代码 和 股票代码+中文名字。 15 | 16 | - 获取该支股票的所有交易数据并写入以其股票代码命名的csv中 [stock2csvALL.py](stock2csvALL.py) 17 | 18 | - 获取该支股票的所有交易数据并写入以其股票代码和名字命名的csv中 [stock2csvALLWithName.py](stock2csvALLWithName.py) 19 | 20 | 下面是稍微非主流一些的文件： 21 | 22 | - 获取该支股票的指定年度指定季度的数据并写入csv [stock2csv.py](stock2csv.py) 23 | 24 | - 获取该支股票的所有交易数据并写入txt [stock2txt.py](stock2txt.py) -------------------------------------------------------------------------------- /data/600019.csv: -------------------------------------------------------------------------------- 1 | 日期,开盘价,最高价,最低价,收盘价,涨跌额,涨跌幅,成交量,成交金额,振幅,换手率 2 | 2016-01-04,5.60,5.62,5.21,5.23,-0.35,-6.27,447328,24555,7.35,0.27 3 | 2016-01-05,5.20,5.53,5.15,5.43,0.20,3.82,867079,46668,7.27,0.53 4 | 2016-01-06,5.44,5.97,5.39,5.97,0.54,9.94,2919012,170537,10.68,1.78 5 | 2016-01-07,5.85,5.86,5.37,5.38,-0.59,-9.88,525823,29560,8.21,0.32 6 | 2016-01-08,5.60,5.92,5.51,5.92,0.54,10.04,2243777,130637,7.62,1.37 7 | 2016-01-11,5.91,6.09,5.59,5.73,-0.19,-3.21,1823447,106217,8.45,1.11 8 | 2016-01-12,5.78,5.85,5.44,5.50,-0.23,-4.01,973215,54476,7.16,0.59 9 | 2016-01-13,5.54,6.05,5.47,5.73,0.23,4.18,1791305,105389,10.55,1.09 10 | 2016-01-14,5.46,6.15,5.23,6.04,0.31,5.41,2333598,136008,16.06,1.42 11 | 2016-01-15,5.88,5.99,5.70,5.86,-0.18,-2.98,1362963,79790,4.80,0.83 12 | 2016-01-18,5.74,6.06,5.66,5.84,-0.02,-0.34,1011962,59146,6.83,0.62 13 | 2016-01-19,5.80,6.04,5.58,6.02,0.18,3.08,1284901,75342,7.88,0.78 14 | 2016-01-20,5.88,5.92,5.55,5.66,-0.36,-5.98,1307543,74884,6.15,0.80 15 | 2016-01-21,5.51,5.70,5.39,5.40,-0.26,-4.59,904730,50133,5.48,0.55 16 | 2016-01-22,5.53,5.62,5.36,5.49,0.09,1.67,739221,40644,4.81,0.45 17 | 2016-01-25,5.56,5.78,5.51,5.63,0.14,2.55,832174,47054,4.92,0.51 18 | 2016-01-26,5.56,5.74,5.09,5.13,-0.50,-8.88,1126820,61714,11.55,0.69 19 | 2016-01-27,5.19,5.51,5.13,5.44,0.31,6.04,1069094,56651,7.41,0.65 20 | 2016-01-28,5.38,5.44,5.13,5.18,-0.26,-4.78,587658,31069,5.70,0.36 21 | 2016-01-29,5.18,5.30,5.09,5.21,0.03,0.58,791242,41062,4.05,0.48 22 | 2016-02-01,5.21,5.24,4.81,4.94,-0.27,-5.18,796821,40081,8.25,0.49 23 | 2016-02-02,4.88,5.04,4.88,4.95,0.01,0.20,699723,34690,3.24,0.43 24 | 2016-02-03,4.90,4.91,4.76,4.84,-0.11,-2.22,496567,23933,3.03,0.30 25 | 2016-02-04,4.89,4.93,4.84,4.90,0.06,1.24,436231,21321,1.86,0.27 26 | 2016-02-05,4.94,5.02,4.92,4.93,0.03,0.61,424322,21108,2.04,0.26 27 | 2016-02-15,4.82,4.87,4.76,4.83,-0.10,-2.03,385530,18588,2.23,0.23 28 | 2016-02-16,4.85,5.01,4.84,4.99,0.16,3.31,550373,27230,3.52,0.34 29 | 2016-02-17,4.97,5.10,4.94,5.06,0.07,1.40,543521,27378,3.21,0.33 30 | 2016-02-18,5.07,5.28,5.05,5.08,0.02,0.40,632381,32607,4.55,0.39 31 | 2016-02-19,5.08,5.16,5.01,5.04,-0.04,-0.79,440901,22397,2.95,0.27 32 | 2016-02-22,5.11,5.54,5.11,5.37,0.33,6.55,1286538,69040,8.53,0.78 33 | 2016-02-23,5.37,5.39,5.17,5.38,0.01,0.19,774115,40880,4.10,0.47 34 | 2016-02-24,5.34,5.47,5.28,5.42,0.04,0.74,545599,29332,3.53,0.33 35 | 2016-02-25,5.40,5.40,5.03,5.08,-0.34,-6.27,625657,32537,6.83,0.38 36 | 2016-02-26,5.10,5.29,5.06,5.23,0.15,2.95,511692,26509,4.53,0.31 37 | 2016-02-29,5.18,5.29,4.91,5.07,-0.16,-3.06,664221,33869,7.27,0.40 38 | 2016-03-01,5.13,5.16,5.00,5.13,0.06,1.18,398356,20374,3.16,0.24 39 | 2016-03-02,5.13,5.55,5.10,5.44,0.31,6.04,998911,53715,8.77,0.61 40 | 2016-03-03,5.37,5.46,5.33,5.37,-0.07,-1.29,646455,34834,2.39,0.39 41 | 2016-03-04,5.37,5.55,5.31,5.39,0.02,0.37,711210,38554,4.47,0.43 42 | 2016-03-07,5.67,5.91,5.56,5.60,0.21,3.90,900955,51107,6.49,0.55 43 | 2016-03-08,5.81,5.85,5.37,5.58,-0.02,-0.36,1123727,62945,8.57,0.68 44 | 2016-03-09,5.37,5.39,5.22,5.31,-0.27,-4.84,814789,43167,3.05,0.50 45 | 2016-03-10,5.34,5.38,5.16,5.18,-0.13,-2.45,612210,32113,4.14,0.37 46 | 2016-03-11,5.15,5.22,5.10,5.18,0.00,0.00,332132,17093,2.32,0.20 47 | 2016-03-14,5.22,5.34,5.18,5.26,0.08,1.54,576778,30431,3.09,0.35 48 | 2016-03-15,5.25,5.25,5.15,5.19,-0.07,-1.33,473363,24521,1.90,0.29 49 | 2016-03-16,5.19,5.22,5.14,5.21,0.02,0.39,379182,19672,1.54,0.23 50 | 2016-03-17,5.20,5.29,5.18,5.25,0.04,0.77,593864,31119,2.11,0.36 51 | 2016-03-18,5.28,5.38,5.25,5.37,0.12,2.29,697771,37197,2.48,0.42 52 | 2016-03-21,5.36,5.45,5.35,5.44,0.07,1.30,892255,48180,1.86,0.54 53 | 2016-03-22,5.38,5.39,5.29,5.33,-0.11,-2.02,698861,37322,1.84,0.43 54 | 2016-03-23,5.35,5.38,5.30,5.35,0.02,0.38,437628,23377,1.50,0.27 55 | 2016-03-24,5.32,5.32,5.23,5.24,-0.11,-2.06,411584,21704,1.68,0.25 56 | 2016-03-25,5.24,5.26,5.19,5.23,-0.01,-0.19,312249,16316,1.34,0.19 57 | 2016-03-28,5.24,5.28,5.16,5.20,-0.03,-0.57,312125,16322,2.29,0.19 58 | 2016-03-29,5.20,5.21,5.10,5.13,-0.07,-1.35,315399,16205,2.12,0.19 59 | 2016-03-30,5.19,5.27,5.16,5.26,0.13,2.53,417212,21810,2.14,0.25 60 | 2016-03-31,5.26,5.28,5.22,5.25,-0.01,-0.19,407354,21404,1.14,0.25 61 | 2016-04-01,5.24,5.38,5.23,5.32,0.07,1.33,541092,28681,2.86,0.33 62 | 2016-04-05,5.30,5.38,5.28,5.38,0.06,1.13,558787,29853,1.88,0.34 63 | 2016-04-06,5.37,5.42,5.31,5.33,-0.05,-0.93,379502,20344,2.04,0.23 64 | 2016-04-07,5.35,5.45,5.27,5.36,0.03,0.56,654678,35230,3.38,0.40 65 | 2016-04-08,5.33,5.63,5.31,5.51,0.15,2.80,1532312,84505,5.97,0.93 66 | 2016-04-11,5.67,6.02,5.67,5.86,0.35,6.35,1785454,104829,6.35,1.09 67 | 2016-04-12,5.81,6.12,5.75,5.91,0.05,0.85,1297658,77293,6.31,0.79 68 | 2016-04-13,6.02,6.15,5.90,5.91,0.00,0.00,1397984,84763,4.23,0.85 69 | 2016-04-14,6.00,6.04,5.82,5.95,0.04,0.68,517534,30666,3.72,0.32 70 | 2016-04-15,5.96,5.97,5.75,5.82,-0.13,-2.18,629455,36535,3.70,0.38 71 | 2016-04-18,5.84,5.85,5.68,5.79,-0.03,-0.52,588346,33826,2.92,0.36 72 | 2016-04-19,5.80,5.88,5.72,5.85,0.06,1.04,514467,29832,2.76,0.31 73 | 2016-04-20,5.97,6.02,5.64,5.80,-0.05,-0.85,705085,41091,6.50,0.43 74 | 2016-04-21,5.82,5.98,5.73,5.86,0.06,1.03,762061,44779,4.31,0.46 75 | 2016-04-22,5.71,5.80,5.60,5.70,-0.16,-2.73,581464,32975,3.41,0.35 76 | 2016-04-25,5.67,5.84,5.64,5.78,0.08,1.40,517227,29706,3.51,0.31 77 | 2016-04-26,5.75,5.84,5.70,5.77,-0.01,-0.17,269119,15469,2.42,0.16 78 | 2016-04-27,5.76,5.77,5.66,5.69,-0.08,-1.39,297055,16903,1.91,0.18 79 | 2016-04-28,5.67,5.70,5.53,5.56,-0.13,-2.28,425324,23767,2.99,0.26 80 | 2016-04-29,5.56,5.64,5.52,5.57,0.01,0.18,243859,13641,2.16,0.15 81 | 2016-05-03,5.58,5.65,5.56,5.64,0.07,1.26,317171,17814,1.62,0.19 82 | 2016-05-04,5.62,5.65,5.53,5.60,-0.04,-0.71,473378,26438,2.13,0.29 83 | 2016-05-05,5.60,5.60,5.54,5.56,-0.04,-0.71,247974,13799,1.07,0.15 84 | 2016-05-06,5.55,5.57,5.39,5.41,-0.15,-2.70,488361,26715,3.24,0.30 85 | 2016-05-09,5.36,5.38,5.12,5.17,-0.24,-4.44,610263,31835,4.81,0.37 86 | 2016-05-10,5.17,5.24,5.15,5.21,0.04,0.77,259060,13475,1.74,0.16 87 | 2016-05-11,5.22,5.25,5.15,5.22,0.01,0.19,212997,11083,1.92,0.13 88 | 2016-05-12,5.18,5.31,5.12,5.25,0.03,0.57,264923,13830,3.64,0.16 89 | 2016-05-13,5.22,5.28,5.20,5.23,-0.02,-0.38,169535,8881,1.52,0.10 90 | 2016-05-16,5.18,5.22,5.15,5.20,-0.03,-0.57,294724,15242,1.34,0.18 91 | 2016-05-17,5.20,5.31,5.18,5.25,0.05,0.96,351316,18466,2.50,0.21 92 | 2016-05-18,5.20,5.21,5.11,5.15,-0.10,-1.90,340980,17556,1.90,0.21 93 | 2016-05-19,5.17,5.25,5.16,5.19,0.04,0.78,215106,11202,1.75,0.13 94 | 2016-05-20,5.15,5.22,5.13,5.21,0.02,0.39,159978,8294,1.73,0.10 95 | 2016-05-23,5.21,5.24,5.17,5.22,0.01,0.19,175426,9136,1.34,0.11 96 | 2016-05-24,5.20,5.20,5.14,5.16,-0.06,-1.15,155888,8041,1.15,0.09 97 | 2016-05-25,5.19,5.21,5.15,5.17,0.01,0.19,115854,5996,1.16,0.07 98 | 2016-05-26,5.15,5.19,5.11,5.17,0.00,0.00,121839,6266,1.55,0.07 99 | 2016-05-27,5.15,5.29,5.14,5.21,0.04,0.77,191929,9979,2.90,0.12 100 | 2016-05-30,5.18,5.21,5.14,5.18,-0.03,-0.58,158608,8198,1.34,0.10 101 | 2016-05-31,5.18,5.30,5.17,5.29,0.11,2.12,478013,25122,2.51,0.29 102 | 2016-06-01,5.27,5.30,5.24,5.26,-0.03,-0.57,376346,19808,1.13,0.23 103 | 2016-06-02,5.26,5.26,5.22,5.25,-0.01,-0.19,219125,11483,0.76,0.13 104 | 2016-06-03,5.25,5.26,5.21,5.25,0.00,0.00,232849,12195,0.95,0.14 105 | 2016-06-06,5.25,5.27,5.21,5.26,0.01,0.19,264029,13838,1.14,0.16 106 | 2016-06-07,5.25,5.26,5.21,5.23,-0.03,-0.57,182198,9532,0.95,0.11 107 | 2016-06-08,5.19,5.19,5.13,5.15,-0.02,-0.39,209872,10810,1.16,0.13 108 | 2016-06-13,5.11,5.11,5.02,5.03,-0.12,-2.33,295768,15012,1.75,0.18 109 | 2016-06-14,5.03,5.06,5.00,5.04,0.01,0.20,196035,9858,1.19,0.12 110 | 2016-06-15,5.01,5.09,4.99,5.07,0.03,0.60,336308,16998,1.98,0.20 111 | 2016-06-16,5.06,5.07,4.96,4.99,-0.08,-1.58,453580,22733,2.17,0.28 112 | 2016-06-17,5.00,5.08,4.99,5.01,0.02,0.40,437616,21990,1.80,0.27 113 | 2016-06-20,5.03,5.03,4.98,5.01,0.00,0.00,221029,11049,1.00,0.13 114 | 2016-06-21,5.02,5.03,4.95,4.98,-0.03,-0.60,278190,13913,1.60,0.17 115 | 2016-06-22,4.98,5.02,4.96,5.01,0.03,0.60,274226,13677,1.20,0.17 116 | 2016-06-23,5.00,5.01,4.96,4.98,-0.03,-0.60,184640,9194,1.00,0.11 117 | 2016-06-24,4.98,5.00,4.84,4.90,-0.08,-1.61,346833,17066,3.21,0.21 118 | 2016-10-10,5.39,5.39,5.39,5.39,0.49,10.00,74984,4042,0.00,0.05 119 | 2016-10-11,5.70,5.83,5.55,5.79,0.40,7.42,2568441,145631,5.19,1.56 120 | 2016-10-12,5.68,5.69,5.57,5.59,-0.20,-3.45,1041726,58487,2.07,0.63 121 | 2016-10-13,5.54,5.59,5.48,5.55,-0.04,-0.72,708206,39162,1.97,0.43 122 | 2016-10-14,5.55,5.55,5.46,5.52,-0.03,-0.54,411411,22641,1.62,0.25 123 | 2016-10-17,5.53,5.58,5.47,5.49,-0.03,-0.54,350849,19398,1.99,0.21 124 | 2016-10-18,5.48,5.56,5.47,5.54,0.05,0.91,452144,24924,1.64,0.28 125 | 2016-10-19,5.56,5.62,5.51,5.53,-0.01,-0.18,468799,26108,1.99,0.29 126 | 2016-10-20,5.52,5.53,5.47,5.50,-0.03,-0.54,327008,17994,1.09,0.20 127 | 2016-10-21,5.50,5.53,5.47,5.50,0.00,0.00,323675,17778,1.09,0.20 128 | 2016-10-24,5.51,5.60,5.49,5.57,0.07,1.27,572837,31827,2.00,0.35 129 | 2016-10-25,5.67,5.79,5.67,5.69,0.12,2.15,933713,53316,2.15,0.57 130 | 2016-10-26,5.70,5.70,5.63,5.68,-0.01,-0.18,541331,30665,1.23,0.33 131 | 2016-10-27,5.68,5.69,5.64,5.64,-0.04,-0.70,255256,14435,0.88,0.16 132 | 2016-10-28,5.63,5.68,5.60,5.60,-0.04,-0.71,314475,17712,1.42,0.19 133 | 2016-10-31,5.62,5.65,5.60,5.61,0.01,0.18,269504,15156,0.89,0.16 134 | 2016-11-01,5.62,5.64,5.60,5.63,0.02,0.36,294587,16567,0.71,0.18 135 | 2016-11-02,5.63,5.64,5.55,5.55,-0.08,-1.42,284197,15870,1.60,0.17 136 | 2016-11-03,5.53,5.59,5.51,5.57,0.02,0.36,368991,20482,1.44,0.22 137 | 2016-11-04,5.58,5.61,5.55,5.58,0.01,0.18,301786,16845,1.08,0.18 138 | 2016-11-07,5.60,5.70,5.56,5.69,0.11,1.97,567751,32093,2.51,0.35 139 | 2016-11-08,5.71,5.77,5.66,5.67,-0.02,-0.35,386009,22002,1.93,0.24 140 | 2016-11-09,5.68,5.70,5.54,5.60,-0.07,-1.23,395471,22191,2.82,0.24 141 | 2016-11-10,5.65,5.72,5.64,5.69,0.09,1.61,532796,30320,1.43,0.32 142 | 2016-11-11,5.70,5.91,5.67,5.90,0.21,3.69,1202342,69882,4.22,0.73 143 | 2016-11-14,5.83,6.17,5.81,6.09,0.19,3.22,1537641,92575,6.10,0.94 144 | 2016-11-15,6.10,6.12,5.94,5.98,-0.11,-1.81,614639,36920,2.96,0.37 145 | 2016-11-16,5.97,5.98,5.87,5.92,-0.06,-1.00,340766,20172,1.84,0.21 146 | -------------------------------------------------------------------------------- /data/601398.csv: -------------------------------------------------------------------------------- 1 | 日期,开盘价,最高价,最低价,收盘价,涨跌额,涨跌幅,成交量,成交金额,振幅,换手率 2 | 2016-01-04,4.58,4.59,4.44,4.45,-0.13,-2.84,1475087,66936,3.28,0.05 3 | 2016-01-05,4.42,4.51,4.38,4.47,0.02,0.45,1606293,71548,2.92,0.06 4 | 2016-01-06,4.45,4.52,4.45,4.51,0.04,0.89,1131773,50816,1.57,0.04 5 | 2016-01-07,4.49,4.50,4.42,4.43,-0.08,-1.77,344915,15371,1.77,0.01 6 | 2016-01-08,4.44,4.49,4.40,4.46,0.03,0.68,1861345,82789,2.03,0.07 7 | 2016-01-11,4.43,4.43,4.31,4.32,-0.14,-3.14,1647021,72204,2.69,0.06 8 | 2016-01-12,4.36,4.38,4.31,4.32,0.00,0.00,1157543,50231,1.62,0.04 9 | 2016-01-13,4.35,4.35,4.29,4.30,-0.02,-0.46,1015444,43930,1.39,0.04 10 | 2016-01-14,4.26,4.31,4.21,4.31,0.01,0.23,1310475,55926,2.33,0.05 11 | 2016-01-15,4.29,4.30,4.21,4.23,-0.08,-1.86,1011908,43021,2.09,0.04 12 | 2016-01-18,4.19,4.25,4.17,4.19,-0.04,-0.95,1194841,50241,1.89,0.04 13 | 2016-01-19,4.19,4.27,4.18,4.25,0.06,1.43,981358,41509,2.15,0.04 14 | 2016-01-20,4.25,4.25,4.17,4.22,-0.03,-0.71,1065847,44863,1.88,0.04 15 | 2016-01-21,4.20,4.26,4.18,4.18,-0.04,-0.95,846016,35677,1.90,0.03 16 | 2016-01-22,4.21,4.22,4.18,4.22,0.04,0.96,846965,35591,0.96,0.03 17 | 2016-01-25,4.22,4.25,4.20,4.23,0.01,0.24,627690,26487,1.18,0.02 18 | 2016-01-26,4.21,4.22,4.05,4.08,-0.15,-3.55,1123814,46474,4.02,0.04 19 | 2016-01-27,4.09,4.15,4.06,4.11,0.03,0.74,1524786,62544,2.21,0.06 20 | 2016-01-28,4.10,4.10,4.02,4.05,-0.06,-1.46,901993,36628,1.95,0.03 21 | 2016-01-29,4.04,4.12,4.03,4.10,0.05,1.23,1375856,56110,2.22,0.05 22 | 2016-02-01,4.09,4.09,4.00,4.03,-0.07,-1.71,1040283,41980,2.20,0.04 23 | 2016-02-02,4.02,4.07,4.00,4.05,0.02,0.50,926456,37458,1.74,0.03 24 | 2016-02-03,4.02,4.03,3.97,4.01,-0.04,-0.99,779352,31136,1.48,0.03 25 | 2016-02-04,4.02,4.04,4.00,4.02,0.01,0.25,735629,29572,1.00,0.03 26 | 2016-02-05,4.02,4.03,4.00,4.01,-0.01,-0.25,712044,28579,0.75,0.03 27 | 2016-02-15,3.94,3.99,3.93,3.97,-0.04,-1.00,582266,23070,1.50,0.02 28 | 2016-02-16,3.98,4.06,3.98,4.05,0.08,2.02,853280,34406,2.02,0.03 29 | 2016-02-17,4.04,4.06,4.02,4.04,-0.01,-0.25,840847,33960,0.99,0.03 30 | 2016-02-18,4.05,4.07,4.04,4.06,0.02,0.50,884365,35878,0.74,0.03 31 | 2016-02-19,4.04,4.05,4.01,4.02,-0.04,-0.99,940799,37888,0.99,0.03 32 | 2016-02-22,4.04,4.11,4.02,4.08,0.06,1.49,1317209,53554,2.24,0.05 33 | 2016-02-23,4.08,4.08,4.03,4.05,-0.03,-0.74,691484,27980,1.23,0.03 34 | 2016-02-24,4.04,4.06,4.02,4.05,0.00,0.00,745898,30165,0.99,0.03 35 | 2016-02-25,4.05,4.08,4.00,4.01,-0.04,-0.99,2212645,89457,1.98,0.08 36 | 2016-02-26,4.01,4.05,4.00,4.02,0.01,0.25,1158265,46610,1.25,0.04 37 | 2016-02-29,4.01,4.04,3.89,4.03,0.01,0.25,1832342,72641,3.73,0.07 38 | 2016-03-01,4.02,4.03,3.98,4.03,0.00,0.00,854620,34240,1.24,0.03 39 | 2016-03-02,4.03,4.12,4.01,4.11,0.08,1.99,2080789,84651,2.73,0.08 40 | 2016-03-03,4.10,4.14,4.08,4.13,0.02,0.49,1497689,61499,1.46,0.06 41 | 2016-03-04,4.12,4.33,4.09,4.31,0.18,4.36,4093033,173324,5.81,0.15 42 | 2016-03-07,4.27,4.31,4.24,4.29,-0.02,-0.46,1353112,57884,1.62,0.05 43 | 2016-03-08,4.26,4.34,4.21,4.33,0.04,0.93,1694172,72408,3.03,0.06 44 | 2016-03-09,4.28,4.42,4.26,4.41,0.08,1.85,1884682,81679,3.70,0.07 45 | 2016-03-10,4.36,4.38,4.32,4.32,-0.09,-2.04,1050441,45642,1.36,0.04 46 | 2016-03-11,4.30,4.34,4.26,4.34,0.02,0.46,1003135,43100,1.85,0.04 47 | 2016-03-14,4.34,4.34,4.29,4.30,-0.04,-0.92,1999208,86130,1.15,0.07 48 | 2016-03-15,4.29,4.29,4.22,4.26,-0.04,-0.93,1552033,65949,1.63,0.06 49 | 2016-03-16,4.24,4.35,4.23,4.32,0.06,1.41,2904651,125169,2.82,0.11 50 | 2016-03-17,4.30,4.31,4.26,4.29,-0.03,-0.69,1560984,66865,1.16,0.06 51 | 2016-03-18,4.30,4.30,4.24,4.30,0.01,0.23,1652225,70702,1.40,0.06 52 | 2016-03-21,4.30,4.34,4.28,4.31,0.01,0.23,1353080,58418,1.40,0.05 53 | 2016-03-22,4.31,4.33,4.28,4.29,-0.02,-0.46,962657,41409,1.16,0.04 54 | 2016-03-23,4.30,4.33,4.28,4.30,0.01,0.23,984468,42438,1.17,0.04 55 | 2016-03-24,4.30,4.31,4.25,4.26,-0.04,-0.93,737965,31512,1.40,0.03 56 | 2016-03-25,4.26,4.28,4.25,4.28,0.02,0.47,373514,15954,0.70,0.01 57 | 2016-03-28,4.27,4.30,4.25,4.30,0.02,0.47,767822,32807,1.17,0.03 58 | 2016-03-29,4.28,4.30,4.25,4.25,-0.05,-1.16,858684,36681,1.16,0.03 59 | 2016-03-30,4.24,4.33,4.24,4.32,0.07,1.65,1426749,61256,2.12,0.05 60 | 2016-03-31,4.31,4.33,4.28,4.29,-0.03,-0.69,918631,39475,1.16,0.03 61 | 2016-04-01,4.29,4.31,4.26,4.30,0.01,0.23,921204,39494,1.17,0.03 62 | 2016-04-05,4.30,4.33,4.28,4.32,0.02,0.47,1000996,43089,1.16,0.04 63 | 2016-04-06,4.30,4.31,4.28,4.29,-0.03,-0.69,705707,30321,0.69,0.03 64 | 2016-04-07,4.30,4.30,4.26,4.26,-0.03,-0.70,746380,31939,0.93,0.03 65 | 2016-04-08,4.25,4.29,4.25,4.26,0.00,0.00,466835,19922,0.94,0.02 66 | 2016-04-11,4.26,4.31,4.26,4.29,0.03,0.70,673744,28929,1.17,0.03 67 | 2016-04-12,4.29,4.30,4.28,4.28,-0.01,-0.23,481950,20667,0.47,0.02 68 | 2016-04-13,4.29,4.34,4.29,4.32,0.04,0.93,1534130,66277,1.17,0.06 69 | 2016-04-14,4.33,4.33,4.31,4.31,-0.01,-0.23,440859,19043,0.46,0.02 70 | 2016-04-15,4.33,4.33,4.29,4.30,-0.01,-0.23,681584,29372,0.93,0.03 71 | 2016-04-18,4.29,4.30,4.26,4.29,-0.01,-0.23,932358,39895,0.93,0.03 72 | 2016-04-19,4.29,4.30,4.27,4.29,0.00,0.00,417914,17914,0.70,0.02 73 | 2016-04-20,4.29,4.29,4.22,4.29,0.00,0.00,1449117,61686,1.63,0.05 74 | 2016-04-21,4.26,4.31,4.25,4.30,0.01,0.23,809912,34700,1.40,0.03 75 | 2016-04-22,4.28,4.30,4.27,4.28,-0.02,-0.47,573753,24582,0.70,0.02 76 | 2016-04-25,4.27,4.28,4.25,4.27,-0.01,-0.23,445592,19007,0.70,0.02 77 | 2016-04-26,4.27,4.29,4.26,4.28,0.01,0.23,494553,21147,0.70,0.02 78 | 2016-04-27,4.28,4.28,4.26,4.28,0.00,0.00,317015,13535,0.47,0.01 79 | 2016-04-28,4.28,4.28,4.25,4.28,0.00,0.00,509013,21719,0.70,0.02 80 | 2016-04-29,4.27,4.27,4.25,4.26,-0.02,-0.47,460491,19608,0.47,0.02 81 | 2016-05-03,4.26,4.29,4.24,4.28,0.02,0.47,759715,32445,1.17,0.03 82 | 2016-05-04,4.27,4.28,4.26,4.27,-0.01,-0.23,403691,17247,0.47,0.02 83 | 2016-05-05,4.27,4.28,4.26,4.28,0.01,0.23,450221,19215,0.47,0.02 84 | 2016-05-06,4.28,4.28,4.23,4.24,-0.04,-0.93,716572,30501,1.17,0.03 85 | 2016-05-09,4.23,4.24,4.16,4.17,-0.07,-1.65,714398,30020,1.89,0.03 86 | 2016-05-10,4.16,4.18,4.14,4.16,-0.01,-0.24,599315,24944,0.96,0.02 87 | 2016-05-11,4.17,4.21,4.15,4.19,0.03,0.72,650897,27174,1.44,0.02 88 | 2016-05-12,4.17,4.20,4.15,4.18,-0.01,-0.24,530217,22113,1.19,0.02 89 | 2016-05-13,4.18,4.23,4.17,4.22,0.04,0.96,778679,32761,1.44,0.03 90 | 2016-05-16,4.20,4.26,4.20,4.25,0.03,0.71,580130,24554,1.42,0.02 91 | 2016-05-17,4.24,4.26,4.23,4.25,0.00,0.00,409294,17383,0.71,0.02 92 | 2016-05-18,4.25,4.25,4.18,4.24,-0.01,-0.24,585260,24727,1.65,0.02 93 | 2016-05-19,4.23,4.26,4.22,4.24,0.00,0.00,527500,22388,0.94,0.02 94 | 2016-05-20,4.24,4.26,4.24,4.25,0.01,0.24,434078,18453,0.47,0.02 95 | 2016-05-23,4.26,4.28,4.25,4.26,0.01,0.24,431135,18390,0.71,0.02 96 | 2016-05-24,4.27,4.27,4.24,4.26,0.00,0.00,484889,20635,0.70,0.02 97 | 2016-05-25,4.27,4.28,4.26,4.26,0.00,0.00,245237,10464,0.47,0.01 98 | 2016-05-26,4.26,4.28,4.26,4.28,0.02,0.47,442473,18909,0.47,0.02 99 | 2016-05-27,4.27,4.29,4.26,4.29,0.01,0.23,322249,13779,0.70,0.01 100 | 2016-05-30,4.29,4.31,4.27,4.30,0.01,0.23,845167,36251,0.93,0.03 101 | 2016-05-31,4.29,4.37,4.29,4.36,0.06,1.40,1047404,45478,1.86,0.04 102 | 2016-06-01,4.36,4.36,4.32,4.34,-0.02,-0.46,634418,27536,0.92,0.02 103 | 2016-06-02,4.34,4.35,4.33,4.34,0.00,0.00,296488,12875,0.46,0.01 104 | 2016-06-03,4.35,4.37,4.32,4.37,0.03,0.69,482064,20944,1.15,0.02 105 | 2016-06-06,4.36,4.39,4.35,4.38,0.01,0.23,592765,25895,0.92,0.02 106 | 2016-06-07,4.38,4.42,4.37,4.40,0.02,0.46,588535,25888,1.14,0.02 107 | 2016-06-08,4.41,4.41,4.36,4.39,-0.01,-0.23,578898,25426,1.14,0.02 108 | 2016-06-13,4.37,4.40,4.36,4.37,-0.02,-0.46,665505,29165,0.91,0.02 109 | 2016-06-14,4.35,4.42,4.35,4.40,0.03,0.69,695830,30635,1.60,0.03 110 | 2016-06-15,4.39,4.41,4.37,4.39,-0.01,-0.23,640108,28056,0.91,0.02 111 | 2016-06-16,4.37,4.38,4.35,4.37,-0.02,-0.46,398897,17416,0.68,0.01 112 | 2016-06-17,4.37,4.40,4.36,4.37,0.00,0.00,374943,16442,0.92,0.01 113 | 2016-06-20,4.39,4.40,4.37,4.39,0.02,0.46,364320,16001,0.69,0.01 114 | 2016-06-21,4.40,4.41,4.38,4.41,0.02,0.46,353589,15556,0.68,0.01 115 | 2016-06-22,4.40,4.46,4.39,4.44,0.03,0.68,564116,25046,1.59,0.02 116 | 2016-06-23,4.44,4.46,4.43,4.44,0.00,0.00,254778,11322,0.68,0.01 117 | 2016-06-24,4.44,4.46,4.36,4.40,-0.04,-0.90,444526,19632,2.25,0.02 118 | 2016-06-27,4.39,4.42,4.39,4.42,0.02,0.45,319339,14061,0.68,0.01 119 | 2016-06-28,4.41,4.43,4.36,4.42,0.00,0.00,643951,28244,1.58,0.02 120 | 2016-06-29,4.41,4.43,4.39,4.42,0.00,0.00,537922,23688,0.91,0.02 121 | 2016-06-30,4.42,4.45,4.40,4.44,0.02,0.45,441207,19561,1.13,0.02 122 | 2016-07-01,4.45,4.49,4.44,4.47,0.03,0.68,534528,23906,1.13,0.02 123 | 2016-07-04,4.47,4.55,4.47,4.54,0.07,1.57,648721,29356,1.79,0.02 124 | 2016-07-05,4.54,4.57,4.51,4.55,0.01,0.22,674749,30630,1.32,0.03 125 | 2016-07-06,4.54,4.56,4.49,4.56,0.01,0.22,677270,30703,1.54,0.03 126 | 2016-07-07,4.55,4.60,4.53,4.59,0.03,0.66,1119897,51205,1.54,0.04 127 | 2016-07-08,4.35,4.35,4.27,4.29,-0.07,-1.61,1154008,49638,1.83,0.04 128 | 2016-07-11,4.28,4.31,4.26,4.27,-0.02,-0.47,751038,32203,1.17,0.03 129 | 2016-07-12,4.27,4.35,4.26,4.34,0.07,1.64,1412737,60865,2.11,0.05 130 | 2016-07-13,4.33,4.37,4.30,4.35,0.01,0.23,1361689,59108,1.61,0.05 131 | 2016-07-14,4.35,4.35,4.30,4.31,-0.04,-0.92,570440,24612,1.15,0.02 132 | 2016-07-15,4.31,4.33,4.30,4.32,0.01,0.23,553052,23863,0.70,0.02 133 | 2016-07-18,4.31,4.35,4.31,4.34,0.02,0.46,584481,25369,0.93,0.02 134 | 2016-07-19,4.34,4.35,4.29,4.30,-0.04,-0.92,836538,36067,1.38,0.03 135 | 2016-07-20,4.30,4.31,4.27,4.28,-0.02,-0.47,527724,22630,0.93,0.02 136 | 2016-07-21,4.28,4.30,4.26,4.28,0.00,0.00,746673,31991,0.93,0.03 137 | 2016-07-22,4.28,4.29,4.24,4.28,0.00,0.00,704454,30028,1.17,0.03 138 | 2016-07-25,4.26,4.30,4.26,4.29,0.01,0.23,660198,28300,0.93,0.02 139 | 2016-07-26,4.29,4.32,4.27,4.31,0.02,0.47,598758,25758,1.17,0.02 140 | 2016-07-27,4.31,4.32,4.24,4.31,0.00,0.00,1045701,44854,1.86,0.04 141 | 2016-07-28,4.30,4.31,4.28,4.29,-0.02,-0.46,579118,24862,0.70,0.02 142 | 2016-07-29,4.29,4.30,4.28,4.30,0.01,0.23,350045,15032,0.47,0.01 143 | 2016-08-01,4.30,4.33,4.29,4.33,0.03,0.70,735729,31751,0.93,0.03 144 | 2016-08-02,4.32,4.34,4.31,4.34,0.01,0.23,452286,19574,0.69,0.02 145 | 2016-08-03,4.33,4.34,4.32,4.33,-0.01,-0.23,679414,29432,0.46,0.03 146 | 2016-08-04,4.32,4.33,4.31,4.33,0.00,0.00,528862,22836,0.46,0.02 147 | 2016-08-05,4.31,4.33,4.30,4.33,0.00,0.00,584640,25240,0.69,0.02 148 | 2016-08-08,4.32,4.35,4.32,4.34,0.01,0.23,479882,20807,0.69,0.02 149 | 2016-08-09,4.33,4.37,4.33,4.37,0.03,0.69,908517,39540,0.92,0.03 150 | 2016-08-10,4.37,4.39,4.35,4.38,0.01,0.23,668933,29277,0.92,0.02 151 | 2016-08-11,4.38,4.47,4.38,4.42,0.04,0.91,1275450,56505,2.05,0.05 152 | 2016-08-12,4.42,4.51,4.40,4.50,0.08,1.81,1395506,62369,2.49,0.05 153 | 2016-08-15,4.51,4.61,4.48,4.58,0.08,1.78,1907961,86984,2.89,0.07 154 | 2016-08-16,4.59,4.59,4.39,4.44,-0.14,-3.06,3792026,169057,4.37,0.14 155 | 2016-08-17,4.43,4.45,4.41,4.44,0.00,0.00,1119538,49582,0.90,0.04 156 | 2016-08-18,4.43,4.46,4.41,4.43,-0.01,-0.23,1208028,53575,1.13,0.04 157 | 2016-08-19,4.44,4.44,4.41,4.44,0.01,0.23,772869,34197,0.68,0.03 158 | 2016-08-22,4.43,4.49,4.43,4.47,0.03,0.68,1205349,53738,1.35,0.04 159 | 2016-08-23,4.47,4.53,4.46,4.52,0.05,1.12,1405755,63388,1.57,0.05 160 | 2016-08-24,4.52,4.53,4.50,4.52,0.00,0.00,972807,43906,0.66,0.04 161 | 2016-08-25,4.51,4.53,4.48,4.52,0.00,0.00,1271725,57314,1.11,0.05 162 | 2016-08-26,4.52,4.52,4.49,4.50,-0.02,-0.44,663759,29886,0.66,0.02 163 | 2016-08-29,4.49,4.50,4.43,4.49,-0.01,-0.22,853975,38149,1.56,0.03 164 | 2016-08-30,4.48,4.51,4.47,4.51,0.02,0.45,734626,32962,0.89,0.03 165 | 2016-08-31,4.50,4.53,4.49,4.53,0.02,0.44,622220,28076,0.89,0.02 166 | 2016-09-01,4.52,4.54,4.50,4.52,-0.01,-0.22,554518,25070,0.88,0.02 167 | 2016-09-02,4.51,4.54,4.51,4.53,0.01,0.22,744720,33692,0.66,0.03 168 | 2016-09-05,4.52,4.55,4.50,4.53,0.00,0.00,859038,38860,1.10,0.03 169 | 2016-09-06,4.52,4.55,4.44,4.46,-0.07,-1.55,2027475,91149,2.43,0.08 170 | 2016-09-07,4.47,4.49,4.46,4.48,0.02,0.45,947565,42410,0.67,0.04 171 | 2016-09-08,4.46,4.49,4.46,4.49,0.01,0.22,666516,29858,0.67,0.02 172 | 2016-09-09,4.48,4.49,4.47,4.48,-0.01,-0.22,513637,23016,0.45,0.02 173 | 2016-09-12,4.45,4.46,4.42,4.45,-0.03,-0.67,1124970,49950,0.89,0.04 174 | 2016-09-13,4.45,4.45,4.42,4.43,-0.02,-0.45,591405,26218,0.67,0.02 175 | 2016-09-14,4.42,4.43,4.35,4.37,-0.06,-1.35,775428,34006,1.81,0.03 176 | 2016-09-19,4.37,4.41,4.36,4.40,0.03,0.69,505692,22162,1.14,0.02 177 | 2016-09-20,4.40,4.40,4.38,4.40,0.00,0.00,448938,19692,0.45,0.02 178 | 2016-09-21,4.39,4.42,4.37,4.41,0.01,0.23,645209,28361,1.14,0.02 179 | 2016-09-22,4.42,4.45,4.41,4.44,0.03,0.68,757873,33593,0.91,0.03 180 | 2016-09-23,4.44,4.46,4.43,4.44,0.00,0.00,525771,23375,0.68,0.02 181 | 2016-09-26,4.44,4.45,4.41,4.41,-0.03,-0.68,692877,30695,0.90,0.03 182 | 2016-09-27,4.41,4.45,4.39,4.44,0.03,0.68,457161,20194,1.36,0.02 183 | 2016-09-28,4.44,4.44,4.42,4.43,-0.01,-0.23,294608,13053,0.45,0.01 184 | 2016-09-29,4.43,4.44,4.42,4.44,0.01,0.23,427133,18928,0.45,0.02 185 | 2016-09-30,4.43,4.44,4.42,4.43,-0.01,-0.23,260570,11547,0.45,0.01 186 | 2016-10-10,4.43,4.46,4.43,4.46,0.03,0.68,784850,34847,0.68,0.03 187 | 2016-10-11,4.46,4.46,4.44,4.45,-0.01,-0.22,553427,24610,0.45,0.02 188 | 2016-10-12,4.44,4.45,4.42,4.43,-0.02,-0.45,592444,26277,0.67,0.02 189 | 2016-10-13,4.43,4.44,4.41,4.42,-0.01,-0.23,478884,21178,0.68,0.02 190 | 2016-10-14,4.41,4.43,4.39,4.42,0.00,0.00,676621,29837,0.91,0.03 191 | 2016-10-17,4.41,4.42,4.36,4.38,-0.04,-0.91,603222,26483,1.36,0.02 192 | 2016-10-18,4.37,4.41,4.37,4.41,0.03,0.68,605214,26560,0.91,0.02 193 | 2016-10-19,4.41,4.43,4.39,4.41,0.00,0.00,538801,23780,0.91,0.02 194 | 2016-10-20,4.41,4.41,4.38,4.39,-0.02,-0.45,503659,22151,0.68,0.02 195 | 2016-10-21,4.39,4.41,4.38,4.41,0.02,0.46,335838,14755,0.68,0.01 196 | 2016-10-24,4.40,4.45,4.39,4.43,0.02,0.45,1479654,65516,1.36,0.05 197 | 2016-10-25,4.43,4.45,4.42,4.45,0.02,0.45,825033,36639,0.68,0.03 198 | 2016-10-26,4.44,4.44,4.41,4.42,-0.03,-0.67,814859,36085,0.67,0.03 199 | 2016-10-27,4.41,4.42,4.39,4.42,0.00,0.00,620373,27356,0.68,0.02 200 | 2016-10-28,4.41,4.45,4.40,4.44,0.02,0.45,810031,35922,1.13,0.03 201 | 2016-10-31,4.42,4.44,4.40,4.43,-0.01,-0.23,676200,29840,0.90,0.03 202 | 2016-11-01,4.42,4.44,4.41,4.44,0.01,0.23,600444,26599,0.68,0.02 203 | 2016-11-02,4.42,4.43,4.40,4.42,-0.02,-0.45,565766,24980,0.68,0.02 204 | 2016-11-03,4.42,4.43,4.40,4.42,0.00,0.00,593174,26225,0.68,0.02 205 | 2016-11-04,4.42,4.42,4.39,4.41,-0.01,-0.23,928341,40873,0.68,0.03 206 | 2016-11-07,4.40,4.41,4.39,4.41,0.00,0.00,577698,25433,0.45,0.02 207 | 2016-11-08,4.40,4.45,4.40,4.44,0.03,0.68,1692727,74897,1.13,0.06 208 | 2016-11-09,4.42,4.43,4.38,4.40,-0.04,-0.90,1271931,56003,1.13,0.05 209 | 2016-11-10,4.42,4.43,4.41,4.43,0.03,0.68,730812,32333,0.45,0.03 210 | 2016-11-11,4.42,4.43,4.36,4.41,-0.02,-0.45,1923675,84666,1.58,0.07 211 | 2016-11-14,4.40,4.41,4.39,4.40,-0.01,-0.23,1908751,83951,0.45,0.07 212 | 2016-11-15,4.40,4.40,4.39,4.40,0.00,0.00,749713,32952,0.23,0.03 213 | 2016-11-16,4.40,4.40,4.39,4.40,0.00,0.00,693309,30467,0.23,0.03 214 | -------------------------------------------------------------------------------- /data/601600.csv: -------------------------------------------------------------------------------- 1 | 日期,开盘价,最高价,最低价,收盘价,涨跌额,涨跌幅,成交量,成交金额,振幅,换手率 2 | 2016-01-04,4.96,4.98,4.58,4.59,-0.38,-7.65,690126,33254,8.05,0.72 3 | 2016-01-05,4.50,4.68,4.42,4.62,0.03,0.65,884869,40491,5.66,0.92 4 | 2016-01-06,4.63,5.00,4.61,4.91,0.29,6.28,1225229,59286,8.44,1.28 5 | 2016-01-07,4.81,4.82,4.42,4.44,-0.47,-9.57,317123,14739,8.15,0.33 6 | 2016-01-08,4.56,4.88,4.45,4.88,0.44,9.91,2117465,101444,9.68,2.21 7 | 2016-01-11,4.84,4.90,4.45,4.55,-0.33,-6.76,1661669,77855,9.22,1.73 8 | 2016-01-12,4.52,4.64,4.45,4.59,0.04,0.88,753173,34439,4.18,0.79 9 | 2016-01-13,4.60,4.80,4.55,4.57,-0.02,-0.44,1207680,56502,5.45,1.26 10 | 2016-01-14,4.45,4.70,4.31,4.68,0.11,2.41,848374,38388,8.53,0.89 11 | 2016-01-15,4.59,4.66,4.32,4.40,-0.28,-5.98,1080159,47996,7.27,1.13 12 | 2016-01-18,4.30,4.49,4.25,4.38,-0.02,-0.45,577054,25312,5.45,0.60 13 | 2016-01-19,4.37,4.54,4.35,4.51,0.13,2.97,594132,26544,4.34,0.62 14 | 2016-01-20,4.48,4.56,4.36,4.44,-0.07,-1.55,733589,32707,4.43,0.77 15 | 2016-01-21,4.37,4.54,4.35,4.36,-0.08,-1.80,781203,34521,4.28,0.82 16 | 2016-01-22,4.39,4.47,4.24,4.37,0.01,0.23,847244,37040,5.28,0.88 17 | 2016-01-25,4.38,4.44,4.34,4.37,0.00,0.00,764002,33512,2.29,0.80 18 | 2016-01-26,4.33,4.35,3.94,3.98,-0.39,-8.92,863140,36023,9.38,0.90 19 | 2016-01-27,4.01,4.04,3.65,3.85,-0.13,-3.27,814869,31517,9.80,0.85 20 | 2016-01-28,3.83,3.88,3.49,3.60,-0.25,-6.49,821594,30380,10.13,0.86 21 | 2016-01-29,3.66,3.81,3.62,3.76,0.16,4.44,665365,24744,5.28,0.69 22 | 2016-02-01,3.78,3.79,3.55,3.67,-0.09,-2.39,590263,21744,6.38,0.62 23 | 2016-02-02,3.64,4.04,3.64,4.04,0.37,10.08,1129073,43932,10.90,1.18 24 | 2016-02-03,4.04,4.32,3.95,4.07,0.03,0.74,1502409,61140,9.16,1.57 25 | 2016-02-04,4.03,4.20,4.03,4.07,0.00,0.00,930711,38207,4.18,0.97 26 | 2016-02-05,4.07,4.09,3.95,3.96,-0.11,-2.70,661492,26478,3.44,0.69 27 | 2016-02-15,3.86,4.08,3.80,4.02,0.06,1.52,626510,24698,7.07,0.65 28 | 2016-02-16,3.99,4.15,3.98,4.11,0.09,2.24,794764,32468,4.23,0.83 29 | 2016-02-17,4.08,4.17,4.06,4.13,0.02,0.49,741664,30487,2.68,0.77 30 | 2016-02-18,4.14,4.28,4.12,4.17,0.04,0.97,1083684,45514,3.87,1.13 31 | 2016-02-19,4.13,4.26,4.08,4.20,0.03,0.72,819952,34144,4.32,0.86 32 | 2016-02-22,4.23,4.62,4.15,4.54,0.34,8.10,2135022,94702,11.19,2.23 33 | 2016-02-23,4.51,4.60,4.42,4.54,0.00,0.00,1330873,60096,3.96,1.39 34 | 2016-02-24,4.50,4.62,4.47,4.55,0.01,0.22,1382507,62737,3.30,1.44 35 | 2016-02-25,4.51,4.66,4.28,4.34,-0.21,-4.62,1683468,75050,8.35,1.76 36 | 2016-02-26,4.38,4.68,4.30,4.64,0.30,6.91,1562539,70490,8.76,1.63 37 | 2016-02-29,4.54,4.54,4.28,4.50,-0.14,-3.02,1160820,51241,5.60,1.21 38 | 2016-03-01,4.51,4.60,4.28,4.42,-0.08,-1.78,2092080,92792,7.11,2.18 39 | 2016-03-02,4.31,4.74,4.28,4.68,0.26,5.88,2221333,101295,10.41,2.32 40 | 2016-03-03,4.65,4.86,4.61,4.61,-0.07,-1.50,1934354,91620,5.34,2.02 41 | 2016-03-04,4.61,4.71,4.40,4.62,0.01,0.22,1405603,64283,6.72,1.47 42 | 2016-03-07,4.71,4.81,4.58,4.70,0.08,1.73,1308843,61412,4.98,1.37 43 | 2016-03-08,4.75,4.95,4.65,4.86,0.16,3.40,2311011,110842,6.38,2.41 44 | 2016-03-09,4.65,4.73,4.47,4.49,-0.37,-7.61,1722677,78685,5.35,1.80 45 | 2016-03-10,4.50,4.54,4.34,4.36,-0.13,-2.90,776102,34412,4.45,0.81 46 | 2016-03-11,4.30,4.48,4.25,4.44,0.08,1.83,1003988,44075,5.28,1.05 47 | 2016-03-14,4.46,4.55,4.41,4.45,0.01,0.23,1402838,63030,3.15,1.46 48 | 2016-03-15,4.43,4.43,4.29,4.35,-0.10,-2.25,720413,31297,3.15,0.75 49 | 2016-03-16,4.34,4.39,4.31,4.32,-0.03,-0.69,447735,19473,1.84,0.47 50 | 2016-03-17,4.38,4.45,4.32,4.41,0.09,2.08,675862,29676,3.01,0.71 51 | 2016-03-18,4.46,4.57,4.43,4.53,0.12,2.72,951541,43052,3.17,0.99 52 | 2016-03-21,4.53,4.62,4.49,4.58,0.05,1.10,1116054,50865,2.87,1.16 53 | 2016-03-22,4.54,4.56,4.48,4.49,-0.09,-1.97,800065,36156,1.75,0.84 54 | 2016-03-23,4.50,4.54,4.46,4.53,0.04,0.89,717252,32375,1.78,0.75 55 | 2016-03-24,4.46,4.47,4.35,4.36,-0.17,-3.75,891545,39211,2.65,0.93 56 | 2016-03-25,4.36,4.41,4.32,4.36,0.00,0.00,480858,20930,2.06,0.50 57 | 2016-03-28,4.36,4.40,4.29,4.30,-0.06,-1.38,498012,21672,2.52,0.52 58 | 2016-03-29,4.33,4.40,4.28,4.34,0.04,0.93,651833,28318,2.79,0.68 59 | 2016-03-30,4.36,4.44,4.34,4.44,0.10,2.30,707334,31154,2.30,0.74 60 | 2016-03-31,4.43,4.45,4.39,4.39,-0.05,-1.13,523697,23101,1.35,0.55 61 | 2016-04-01,4.38,4.51,4.37,4.49,0.10,2.28,797275,35439,3.19,0.83 62 | 2016-04-05,4.49,4.64,4.46,4.60,0.11,2.45,1392204,63528,4.01,1.45 63 | 2016-04-06,4.58,4.78,4.56,4.64,0.04,0.87,901321,41743,4.78,0.94 64 | 2016-04-07,4.62,4.70,4.52,4.52,-0.12,-2.59,662939,30397,3.88,0.69 65 | 2016-04-08,4.53,4.58,4.45,4.52,0.00,0.00,620698,27964,2.88,0.65 66 | 2016-04-11,4.56,4.64,4.54,4.59,0.07,1.55,1376315,63359,2.21,1.44 67 | 2016-04-12,4.59,4.60,4.51,4.54,-0.05,-1.09,502252,22811,1.96,0.52 68 | 2016-04-13,4.62,4.89,4.61,4.65,0.11,2.42,2314881,109558,6.17,2.42 69 | 2016-04-14,4.66,4.68,4.58,4.63,-0.02,-0.43,825791,38208,2.15,0.86 70 | 2016-04-15,4.64,4.64,4.52,4.57,-0.06,-1.30,678897,31034,2.59,0.71 71 | 2016-04-18,4.55,4.66,4.49,4.60,0.03,0.66,748206,34069,3.72,0.78 72 | 2016-04-19,4.60,4.66,4.54,4.61,0.01,0.22,728478,33531,2.61,0.76 73 | 2016-04-20,4.65,4.66,4.37,4.56,-0.05,-1.08,1132007,51340,6.29,1.18 74 | 2016-04-21,4.56,4.76,4.55,4.64,0.08,1.75,1941521,90364,4.61,2.03 75 | 2016-04-22,4.56,4.58,4.38,4.46,-0.18,-3.88,1165099,52105,4.31,1.22 76 | 2016-04-25,4.46,4.46,4.33,4.40,-0.06,-1.35,588039,25848,2.91,0.61 77 | 2016-04-26,4.41,4.47,4.32,4.45,0.05,1.14,685285,30003,3.41,0.72 78 | 2016-04-27,4.43,4.44,4.34,4.34,-0.11,-2.47,509351,22309,2.25,0.53 79 | 2016-04-28,4.36,4.38,4.16,4.22,-0.12,-2.77,753752,32065,5.07,0.79 80 | 2016-04-29,4.22,4.27,4.18,4.21,-0.01,-0.24,374543,15832,2.13,0.39 81 | 2016-05-03,4.23,4.30,4.19,4.30,0.09,2.14,513738,21922,2.61,0.54 82 | 2016-05-04,4.28,4.30,4.24,4.27,-0.03,-0.70,428521,18292,1.40,0.45 83 | 2016-05-05,4.26,4.28,4.23,4.27,0.00,0.00,305033,12992,1.17,0.32 84 | 2016-05-06,4.26,4.29,4.04,4.08,-0.19,-4.45,655181,27400,5.85,0.68 85 | 2016-05-09,4.07,4.07,3.87,3.90,-0.18,-4.41,689400,27204,4.90,0.72 86 | 2016-05-10,3.90,3.99,3.90,3.95,0.05,1.28,422443,16621,2.31,0.44 87 | 2016-05-11,3.98,3.98,3.89,3.92,-0.03,-0.76,289021,11387,2.28,0.30 88 | 2016-05-12,3.88,3.96,3.83,3.94,0.02,0.51,439001,17054,3.32,0.46 89 | 2016-05-13,3.91,3.95,3.87,3.89,-0.05,-1.27,290699,11358,2.03,0.30 90 | 2016-05-16,3.89,3.95,3.85,3.95,0.06,1.54,283243,11080,2.57,0.30 91 | 2016-05-17,3.95,4.04,3.94,3.97,0.02,0.51,430389,17187,2.53,0.45 92 | 2016-05-18,3.93,3.95,3.83,3.86,-0.11,-2.77,359409,13913,3.02,0.38 93 | 2016-05-19,3.86,4.00,3.85,3.92,0.06,1.55,414433,16245,3.89,0.43 94 | 2016-05-20,3.86,3.94,3.83,3.92,0.00,0.00,321728,12525,2.81,0.34 95 | 2016-05-23,3.93,3.97,3.91,3.93,0.01,0.26,270932,10651,1.53,0.28 96 | 2016-05-24,3.92,3.92,3.86,3.88,-0.05,-1.27,202305,7857,1.53,0.21 97 | 2016-05-25,3.91,3.92,3.86,3.87,-0.01,-0.26,170958,6659,1.55,0.18 98 | 2016-05-26,3.87,4.00,3.81,3.98,0.11,2.84,595067,23245,4.91,0.62 99 | 2016-05-27,3.95,4.05,3.92,3.97,-0.01,-0.25,386450,15283,3.27,0.40 100 | 2016-05-30,3.98,4.01,3.92,3.99,0.02,0.50,401456,15906,2.27,0.42 101 | 2016-05-31,3.97,4.13,3.97,4.11,0.12,3.01,1036674,41974,4.01,1.08 102 | 2016-06-01,4.08,4.14,4.06,4.08,-0.03,-0.73,746432,30543,1.95,0.78 103 | 2016-06-02,4.06,4.11,4.04,4.07,-0.01,-0.25,497364,20239,1.72,0.52 104 | 2016-06-03,4.06,4.07,4.04,4.06,-0.01,-0.25,419868,17014,0.74,0.44 105 | 2016-06-06,4.07,4.10,4.03,4.06,0.00,0.00,336603,13668,1.72,0.35 106 | 2016-06-07,4.07,4.15,4.04,4.11,0.05,1.23,714603,29297,2.71,0.75 107 | 2016-06-08,4.09,4.09,3.98,4.02,-0.09,-2.19,648312,26086,2.68,0.68 108 | 2016-06-13,3.98,4.02,3.84,3.86,-0.16,-3.98,515692,20273,4.48,0.54 109 | 2016-06-14,3.85,3.88,3.84,3.86,0.00,0.00,290349,11203,1.04,0.30 110 | 2016-06-15,3.84,3.93,3.82,3.91,0.05,1.30,408695,15941,2.85,0.43 111 | 2016-06-16,3.91,3.96,3.87,3.95,0.04,1.02,483863,19004,2.30,0.51 112 | 2016-06-17,3.94,4.06,3.92,4.03,0.08,2.03,692888,27781,3.54,0.72 113 | 2016-06-20,4.05,4.05,3.86,3.90,-0.13,-3.23,1127471,44050,4.71,1.03 114 | 2016-06-21,3.93,3.93,3.76,3.80,-0.10,-2.56,1555987,59686,4.36,1.42 115 | 2016-06-22,3.75,3.82,3.73,3.82,0.02,0.53,805845,30490,2.37,0.74 116 | 2016-06-23,3.78,3.84,3.74,3.80,-0.02,-0.52,1068720,40446,2.62,0.98 117 | 2016-06-24,3.79,3.80,3.66,3.72,-0.08,-2.11,1231653,45743,3.68,1.12 118 | 2016-06-27,3.69,3.78,3.69,3.75,0.03,0.81,740401,27687,2.42,0.68 119 | 2016-06-28,3.73,3.77,3.70,3.76,0.01,0.27,515963,19266,1.87,0.47 120 | 2016-06-29,3.77,3.80,3.75,3.78,0.02,0.53,1019381,38479,1.33,0.93 121 | 2016-06-30,3.78,3.79,3.75,3.77,-0.01,-0.26,603245,22732,1.06,0.55 122 | 2016-07-01,3.77,3.80,3.76,3.79,0.02,0.53,567287,21450,1.06,0.52 123 | 2016-07-04,3.78,3.95,3.78,3.91,0.12,3.17,1836172,71534,4.49,1.68 124 | 2016-07-05,3.88,3.95,3.87,3.92,0.01,0.26,1078108,42098,2.05,0.98 125 | 2016-07-06,3.90,3.98,3.87,3.94,0.02,0.51,1051970,41268,2.81,0.96 126 | 2016-07-07,3.95,4.04,3.93,3.98,0.04,1.02,1361036,54267,2.79,1.24 127 | 2016-07-08,3.94,3.96,3.90,3.90,-0.08,-2.01,817645,32073,1.51,0.75 128 | 2016-07-11,3.94,4.09,3.92,4.00,0.10,2.56,1666901,66886,4.36,1.52 129 | 2016-07-12,3.99,4.12,3.98,4.09,0.09,2.25,1640632,66645,3.50,1.50 130 | 2016-07-13,4.11,4.19,4.07,4.15,0.06,1.47,1920299,79288,2.93,1.75 131 | 2016-07-14,4.12,4.13,4.07,4.12,-0.03,-0.72,1002470,41062,1.45,0.91 132 | 2016-07-15,4.12,4.19,4.08,4.11,-0.01,-0.24,951606,39296,2.67,0.87 133 | 2016-07-18,4.10,4.11,4.04,4.05,-0.06,-1.46,652101,26520,1.70,0.60 134 | 2016-07-19,4.04,4.05,3.98,4.01,-0.04,-0.99,757503,30382,1.73,0.69 135 | 2016-07-20,4.01,4.04,3.98,3.98,-0.03,-0.75,519477,20805,1.50,0.47 136 | 2016-07-21,3.99,4.03,3.98,3.99,0.01,0.25,520615,20864,1.26,0.48 137 | 2016-07-22,3.99,4.01,3.93,3.94,-0.05,-1.25,647949,25639,2.01,0.59 138 | 2016-07-25,3.95,3.98,3.93,3.95,0.01,0.25,429325,16972,1.27,0.39 139 | 2016-07-26,3.95,4.00,3.95,3.99,0.04,1.01,486393,19319,1.27,0.44 140 | 2016-07-27,3.99,4.01,3.80,3.85,-0.14,-3.51,1234623,48221,5.26,1.13 141 | 2016-07-28,3.84,3.89,3.83,3.89,0.04,1.04,715139,27618,1.56,0.65 142 | 2016-07-29,3.88,3.89,3.82,3.85,-0.04,-1.03,396109,15252,1.80,0.36 143 | 2016-08-01,3.84,3.86,3.80,3.83,-0.02,-0.52,396135,15136,1.56,0.36 144 | 2016-08-02,3.82,3.86,3.82,3.85,0.02,0.52,256038,9825,1.04,0.23 145 | 2016-08-03,3.84,3.88,3.83,3.87,0.02,0.52,361319,13945,1.30,0.33 146 | 2016-08-04,3.89,3.89,3.85,3.88,0.01,0.26,312210,12080,1.03,0.28 147 | 2016-08-05,3.87,3.88,3.85,3.87,-0.01,-0.26,305047,11786,0.77,0.28 148 | 2016-08-08,3.86,3.94,3.83,3.93,0.06,1.55,545141,21233,2.84,0.50 149 | 2016-08-09,3.93,3.96,3.91,3.94,0.01,0.25,499962,19678,1.27,0.46 150 | 2016-08-10,3.95,4.00,3.93,3.94,0.00,0.00,752103,29840,1.78,0.69 151 | 2016-08-11,3.93,3.95,3.88,3.89,-0.05,-1.27,547686,21484,1.78,0.50 152 | 2016-08-12,3.90,3.95,3.88,3.95,0.06,1.54,374684,14662,1.80,0.34 153 | 2016-08-15,3.94,4.03,3.93,4.02,0.07,1.77,881879,35217,2.53,0.80 154 | 2016-08-16,4.02,4.05,4.00,4.03,0.01,0.25,655393,26348,1.24,0.60 155 | 2016-08-17,4.02,4.06,3.99,4.03,0.00,0.00,633832,25496,1.74,0.58 156 | 2016-08-18,4.02,4.05,4.01,4.03,0.00,0.00,544305,21913,0.99,0.50 157 | 2016-08-19,4.02,4.06,3.97,4.05,0.02,0.50,745072,29937,2.23,0.68 158 | 2016-08-22,4.03,4.04,3.96,3.97,-0.08,-1.98,567327,22683,1.98,0.52 159 | 2016-08-23,3.96,3.99,3.94,3.97,0.00,0.00,354285,14065,1.26,0.32 160 | 2016-08-24,3.97,3.99,3.95,3.97,0.00,0.00,300130,11924,1.01,0.27 161 | 2016-08-25,3.94,3.94,3.89,3.92,-0.05,-1.26,554143,21702,1.26,0.51 162 | 2016-08-26,3.93,3.97,3.92,3.92,0.00,0.00,420301,16566,1.28,0.38 163 | 2016-08-29,3.92,3.95,3.90,3.93,0.01,0.26,278715,10941,1.28,0.25 164 | 2016-08-30,3.93,3.95,3.91,3.94,0.01,0.25,292027,11489,1.02,0.27 165 | 2016-08-31,3.94,3.94,3.90,3.92,-0.02,-0.51,357111,13989,1.02,0.33 166 | 2016-09-01,3.92,3.94,3.89,3.89,-0.03,-0.77,400976,15705,1.28,0.37 167 | 2016-09-02,3.90,3.91,3.87,3.88,-0.01,-0.26,355695,13830,1.03,0.32 168 | 2016-09-05,3.89,3.95,3.89,3.93,0.05,1.29,497716,19558,1.55,0.45 169 | 2016-09-06,3.92,3.95,3.90,3.94,0.01,0.25,335805,13185,1.27,0.31 170 | 2016-09-07,3.94,3.96,3.93,3.94,0.00,0.00,455304,17968,0.76,0.42 171 | 2016-09-08,3.93,3.94,3.91,3.92,-0.02,-0.51,341393,13397,0.76,0.31 172 | 2016-09-09,3.92,3.95,3.91,3.92,0.00,0.00,372381,14635,1.02,0.34 173 | 2016-09-12,3.84,3.87,3.80,3.83,-0.09,-2.30,741209,28410,1.79,0.68 174 | 2016-09-13,3.83,3.85,3.80,3.82,-0.01,-0.26,474971,18118,1.31,0.43 175 | 2016-09-14,3.80,3.81,3.77,3.78,-0.04,-1.05,423286,16025,1.05,0.39 176 | 2016-09-19,3.79,3.81,3.79,3.81,0.03,0.79,306864,11661,0.53,0.28 177 | 2016-09-20,3.81,3.81,3.78,3.80,-0.01,-0.26,199973,7588,0.79,0.18 178 | 2016-09-21,3.79,3.84,3.78,3.81,0.01,0.26,296919,11317,1.58,0.27 179 | 2016-09-22,3.83,3.84,3.81,3.82,0.01,0.26,392167,15001,0.79,0.36 180 | 2016-09-23,3.83,3.84,3.81,3.82,0.00,0.00,230060,8806,0.79,0.21 181 | 2016-09-26,3.81,3.81,3.73,3.73,-0.09,-2.36,501245,18883,2.09,0.46 182 | 2016-09-27,3.71,3.75,3.71,3.74,0.01,0.27,282615,10553,1.07,0.26 183 | 2016-09-28,3.75,3.75,3.72,3.73,-0.01,-0.27,192886,7206,0.80,0.18 184 | 2016-09-29,3.74,3.77,3.73,3.73,0.00,0.00,293024,10984,1.07,0.27 185 | 2016-09-30,3.73,3.75,3.73,3.74,0.01,0.27,227360,8498,0.54,0.21 186 | 2016-10-10,3.76,3.81,3.75,3.79,0.05,1.34,442856,16735,1.60,0.40 187 | 2016-10-11,3.80,3.89,3.79,3.88,0.09,2.37,824617,31817,2.64,0.75 188 | 2016-10-12,3.86,3.87,3.83,3.86,-0.02,-0.52,352108,13540,1.03,0.32 189 | 2016-10-13,3.85,3.88,3.83,3.85,-0.01,-0.26,521453,20096,1.30,0.48 190 | 2016-10-14,3.84,3.87,3.81,3.87,0.02,0.52,641678,24638,1.56,0.59 191 | 2016-10-17,3.86,3.88,3.80,3.81,-0.06,-1.55,607318,23326,2.07,0.55 192 | 2016-10-18,3.80,3.89,3.80,3.88,0.07,1.84,1008396,38826,2.36,0.92 193 | 2016-10-19,3.87,3.93,3.85,3.86,-0.02,-0.52,963436,37492,2.06,0.88 194 | 2016-10-20,3.87,3.88,3.84,3.86,0.00,0.00,599593,23138,1.04,0.55 195 | 2016-10-21,3.86,3.94,3.84,3.89,0.03,0.78,1473328,57336,2.59,1.34 196 | 2016-10-24,3.88,4.03,3.87,3.98,0.09,2.31,2193298,86871,4.11,2.00 197 | 2016-10-25,3.95,4.07,3.95,4.06,0.08,2.01,1859704,74298,3.02,1.70 198 | 2016-10-26,4.07,4.22,4.02,4.06,0.00,0.00,3007435,123734,4.93,2.74 199 | 2016-10-27,4.04,4.08,3.98,4.01,-0.05,-1.23,1270238,51058,2.46,1.16 200 | 2016-10-28,4.03,4.05,3.96,3.97,-0.04,-1.00,904861,36211,2.24,0.83 201 | 2016-10-31,3.99,4.00,3.95,3.98,0.01,0.25,859493,34184,1.26,0.78 202 | 2016-11-01,3.99,4.00,3.94,3.97,-0.01,-0.25,899928,35685,1.51,0.82 203 | 2016-11-02,3.95,4.01,3.91,3.92,-0.05,-1.26,1022898,40436,2.52,0.93 204 | 2016-11-03,3.91,3.98,3.89,3.95,0.03,0.77,1065014,41906,2.30,0.97 205 | 2016-11-04,3.95,3.98,3.93,3.94,-0.01,-0.25,843254,33374,1.27,0.77 206 | 2016-11-07,3.93,4.05,3.92,4.04,0.10,2.54,1766222,70596,3.30,1.61 207 | 2016-11-08,4.03,4.04,3.98,4.00,-0.04,-0.99,987142,39555,1.49,0.90 208 | 2016-11-09,4.01,4.03,3.92,3.99,-0.01,-0.25,1029805,40905,2.75,0.94 209 | 2016-11-10,4.08,4.26,4.08,4.14,0.15,3.76,2799426,116176,4.51,2.55 210 | 2016-11-11,4.12,4.54,4.11,4.44,0.30,7.25,4768992,207943,10.39,4.35 211 | 2016-11-14,4.34,4.51,4.29,4.40,-0.04,-0.90,3096021,135791,4.96,2.82 212 | 2016-11-15,4.39,4.45,4.27,4.29,-0.11,-2.50,1674753,72602,4.09,1.53 213 | 2016-11-16,4.28,4.31,4.21,4.23,-0.06,-1.40,1494725,63414,2.33,1.36 214 | -------------------------------------------------------------------------------- /data/601939.csv: -------------------------------------------------------------------------------- 1 | 日期,开盘价,最高价,最低价,收盘价,涨跌额,涨跌幅,成交量,成交金额,振幅,换手率 2 | 2016-01-04,5.77,5.78,5.57,5.60,-0.18,-3.11,610415,34513,3.63,0.64 3 | 2016-01-05,5.52,5.66,5.50,5.58,-0.02,-0.36,654196,36487,2.86,0.68 4 | 2016-01-06,5.58,5.64,5.56,5.64,0.06,1.08,493285,27663,1.43,0.51 5 | 2016-01-07,5.60,5.61,5.47,5.49,-0.15,-2.66,159018,8778,2.48,0.17 6 | 2016-01-08,5.58,5.63,5.45,5.54,0.05,0.91,845955,47055,3.28,0.88 7 | 2016-01-11,5.49,5.52,5.29,5.30,-0.24,-4.33,890531,48358,4.15,0.93 8 | 2016-01-12,5.34,5.37,5.26,5.27,-0.03,-0.57,534471,28396,2.08,0.56 9 | 2016-01-13,5.34,5.34,5.19,5.20,-0.07,-1.33,494774,26050,2.85,0.52 10 | 2016-01-14,5.10,5.23,5.07,5.21,0.01,0.19,655227,33678,3.08,0.68 11 | 2016-01-15,5.18,5.18,5.06,5.09,-0.12,-2.30,617509,31593,2.30,0.64 12 | 2016-01-18,5.02,5.09,5.02,5.04,-0.05,-0.98,611951,30931,1.38,0.64 13 | 2016-01-19,5.05,5.19,5.05,5.15,0.11,2.18,512199,26229,2.78,0.53 14 | 2016-01-20,5.13,5.15,5.05,5.09,-0.06,-1.17,546003,27809,1.94,0.57 15 | 2016-01-21,5.06,5.17,5.03,5.03,-0.06,-1.18,560594,28487,2.75,0.58 16 | 2016-01-22,5.07,5.08,5.01,5.05,0.02,0.40,418712,21130,1.39,0.44 17 | 2016-01-25,5.05,5.08,5.01,5.07,0.02,0.40,520329,26250,1.39,0.54 18 | 2016-01-26,5.05,5.06,4.87,4.87,-0.20,-3.94,826394,41080,3.75,0.86 19 | 2016-01-27,4.93,4.93,4.76,4.83,-0.04,-0.82,910873,44036,3.49,0.95 20 | 2016-01-28,4.82,4.82,4.72,4.75,-0.08,-1.66,509785,24300,2.07,0.53 21 | 2016-01-29,4.75,4.85,4.72,4.81,0.06,1.26,1048269,50229,2.74,1.09 22 | 2016-02-01,4.80,4.80,4.66,4.70,-0.11,-2.29,870188,41033,2.91,0.91 23 | 2016-02-02,4.70,4.76,4.68,4.73,0.03,0.64,565088,26736,1.70,0.59 24 | 2016-02-03,4.70,4.71,4.64,4.68,-0.05,-1.06,601337,28048,1.48,0.63 25 | 2016-02-04,4.68,4.73,4.68,4.71,0.03,0.64,641905,30196,1.07,0.67 26 | 2016-02-05,4.71,4.72,4.68,4.69,-0.02,-0.42,546961,25663,0.85,0.57 27 | 2016-02-15,4.60,4.65,4.56,4.62,-0.07,-1.49,574523,26454,1.92,0.60 28 | 2016-02-16,4.64,4.76,4.63,4.73,0.11,2.38,1005670,47296,2.81,1.05 29 | 2016-02-17,4.72,4.74,4.68,4.73,0.00,0.00,1119817,52780,1.27,1.17 30 | 2016-02-18,4.74,4.75,4.71,4.72,-0.01,-0.21,1094078,51795,0.85,1.14 31 | 2016-02-19,4.72,4.73,4.68,4.69,-0.03,-0.64,750365,35278,1.06,0.78 32 | 2016-02-22,4.71,4.84,4.70,4.78,0.09,1.92,1491860,71059,2.99,1.56 33 | 2016-02-23,4.78,4.78,4.69,4.73,-0.05,-1.05,978000,46298,1.88,1.02 34 | 2016-02-24,4.71,4.76,4.70,4.73,0.00,0.00,757957,35803,1.27,0.79 35 | 2016-02-25,4.73,4.73,4.54,4.57,-0.16,-3.38,1704016,79569,4.02,1.78 36 | 2016-02-26,4.59,4.66,4.57,4.62,0.05,1.09,889280,40911,1.97,0.93 37 | 2016-02-29,4.61,4.61,4.40,4.53,-0.09,-1.95,1380449,61988,4.55,1.44 38 | 2016-03-01,4.54,4.60,4.50,4.57,0.04,0.88,1026074,46654,2.21,1.07 39 | 2016-03-02,4.58,4.71,4.55,4.70,0.13,2.84,1547893,71783,3.50,1.61 40 | 2016-03-03,4.70,4.73,4.67,4.71,0.01,0.21,1634960,76845,1.28,1.70 41 | 2016-03-04,4.70,4.89,4.68,4.84,0.13,2.76,3215620,154446,4.46,3.35 42 | 2016-03-07,4.82,4.85,4.79,4.81,-0.03,-0.62,1662632,80076,1.24,1.73 43 | 2016-03-08,4.82,4.82,4.69,4.79,-0.02,-0.42,1753512,83075,2.70,1.83 44 | 2016-03-09,4.75,4.79,4.71,4.77,-0.02,-0.42,1336452,63428,1.67,1.39 45 | 2016-03-10,4.76,4.83,4.75,4.76,-0.01,-0.21,1424959,68318,1.68,1.49 46 | 2016-03-11,4.75,4.78,4.71,4.76,0.00,0.00,1073840,50930,1.47,1.12 47 | 2016-03-14,4.77,4.86,4.75,4.80,0.04,0.84,1407105,67714,2.31,1.47 48 | 2016-03-15,4.79,4.83,4.76,4.81,0.01,0.21,791990,37959,1.46,0.83 49 | 2016-03-16,4.79,4.88,4.79,4.86,0.05,1.04,1901413,92160,1.87,1.98 50 | 2016-03-17,4.85,4.89,4.84,4.87,0.01,0.21,1420770,69128,1.03,1.48 51 | 2016-03-18,4.87,4.90,4.85,4.86,-0.01,-0.21,2132028,103832,1.03,2.22 52 | 2016-03-21,4.88,4.95,4.86,4.90,0.04,0.82,1680096,82344,1.85,1.75 53 | 2016-03-22,4.90,4.94,4.88,4.89,-0.01,-0.20,936115,45939,1.22,0.98 54 | 2016-03-23,4.89,4.91,4.86,4.88,-0.01,-0.20,579014,28241,1.02,0.60 55 | 2016-03-24,4.86,4.87,4.82,4.83,-0.05,-1.02,867511,41971,1.02,0.90 56 | 2016-03-25,4.82,4.85,4.82,4.84,0.01,0.21,505127,24431,0.62,0.53 57 | 2016-03-28,4.85,4.86,4.80,4.82,-0.02,-0.41,1028580,49653,1.24,1.07 58 | 2016-03-29,4.82,4.84,4.79,4.81,-0.01,-0.21,923048,44446,1.04,0.96 59 | 2016-03-30,4.82,4.91,4.82,4.90,0.09,1.87,1740819,84818,1.87,1.81 60 | 2016-03-31,4.90,4.91,4.83,4.85,-0.05,-1.02,2124445,103233,1.63,2.21 61 | 2016-04-01,4.84,4.85,4.79,4.84,-0.01,-0.21,1540178,74269,1.24,1.61 62 | 2016-04-05,4.82,4.86,4.80,4.85,0.01,0.21,1482446,71631,1.24,1.55 63 | 2016-04-06,4.83,4.85,4.82,4.83,-0.02,-0.41,1102434,53291,0.62,1.15 64 | 2016-04-07,4.84,4.85,4.78,4.78,-0.05,-1.04,1303618,62653,1.45,1.36 65 | 2016-04-08,4.78,4.78,4.74,4.76,-0.02,-0.42,1133993,54002,0.84,1.18 66 | 2016-04-11,4.76,4.82,4.76,4.80,0.04,0.84,1223920,58703,1.26,1.28 67 | 2016-04-12,4.80,4.80,4.76,4.78,-0.02,-0.42,837588,39998,0.83,0.87 68 | 2016-04-13,4.79,4.86,4.79,4.82,0.04,0.84,2154649,104026,1.46,2.25 69 | 2016-04-14,4.83,4.85,4.80,4.83,0.01,0.21,998004,48119,1.04,1.04 70 | 2016-04-15,4.83,4.85,4.81,4.83,0.00,0.00,1290803,62291,0.83,1.35 71 | 2016-04-18,4.82,4.82,4.77,4.78,-0.05,-1.04,1076710,51587,1.04,1.12 72 | 2016-04-19,4.80,4.80,4.76,4.78,0.00,0.00,783752,37415,0.84,0.82 73 | 2016-04-20,4.79,4.79,4.65,4.70,-0.08,-1.67,2361906,111192,2.93,2.46 74 | 2016-04-21,4.69,4.72,4.68,4.69,-0.01,-0.21,1062874,49916,0.85,1.11 75 | 2016-04-22,4.68,4.71,4.67,4.70,0.01,0.21,771021,36185,0.85,0.80 76 | 2016-04-25,4.70,4.70,4.66,4.69,-0.01,-0.21,836316,39135,0.85,0.87 77 | 2016-04-26,4.69,4.70,4.67,4.70,0.01,0.21,680815,31913,0.64,0.71 78 | 2016-04-27,4.70,4.71,4.68,4.68,-0.02,-0.43,629437,29558,0.64,0.66 79 | 2016-04-28,4.69,4.72,4.68,4.70,0.02,0.43,1126189,52916,0.85,1.17 80 | 2016-04-29,4.69,4.70,4.67,4.69,-0.01,-0.21,731674,34282,0.64,0.76 81 | 2016-05-03,4.70,4.75,4.69,4.74,0.05,1.07,1401527,66233,1.28,1.46 82 | 2016-05-04,4.73,4.74,4.70,4.72,-0.02,-0.42,1166366,55046,0.84,1.22 83 | 2016-05-05,4.72,4.75,4.70,4.74,0.02,0.42,854001,40383,1.06,0.89 84 | 2016-05-06,4.74,4.75,4.69,4.69,-0.05,-1.05,1003159,47317,1.27,1.05 85 | 2016-05-09,4.70,4.70,4.64,4.65,-0.04,-0.85,1017917,47485,1.28,1.06 86 | 2016-05-10,4.64,4.71,4.64,4.69,0.04,0.86,942988,44145,1.51,0.98 87 | 2016-05-11,4.69,4.72,4.66,4.70,0.01,0.21,705351,33102,1.28,0.74 88 | 2016-05-12,4.69,4.70,4.66,4.69,-0.01,-0.21,580070,27120,0.85,0.60 89 | 2016-05-13,4.68,4.70,4.67,4.69,0.00,0.00,993853,46550,0.64,1.04 90 | 2016-05-16,4.68,4.71,4.67,4.70,0.01,0.21,540094,25336,0.85,0.56 91 | 2016-05-17,4.70,4.71,4.68,4.69,-0.01,-0.21,408688,19167,0.64,0.43 92 | 2016-05-18,4.69,4.69,4.66,4.69,0.00,0.00,775443,36248,0.64,0.81 93 | 2016-05-19,4.68,4.71,4.67,4.70,0.01,0.21,545224,25586,0.85,0.57 94 | 2016-05-20,4.69,4.72,4.68,4.71,0.01,0.21,657951,30927,0.85,0.69 95 | 2016-05-23,4.71,4.74,4.70,4.74,0.03,0.64,524420,24814,0.85,0.55 96 | 2016-05-24,4.74,4.76,4.73,4.75,0.01,0.21,602541,28594,0.63,0.63 97 | 2016-05-25,4.75,4.77,4.74,4.76,0.01,0.21,599844,28514,0.63,0.63 98 | 2016-05-26,4.75,4.77,4.74,4.77,0.01,0.21,681569,32413,0.63,0.71 99 | 2016-05-27,4.77,4.79,4.76,4.78,0.01,0.21,442170,21112,0.63,0.46 100 | 2016-05-30,4.78,4.80,4.76,4.80,0.02,0.42,762080,36458,0.84,0.79 101 | 2016-05-31,4.79,4.90,4.79,4.88,0.08,1.67,1727873,83930,2.29,1.80 102 | 2016-06-01,4.87,4.88,4.85,4.87,-0.01,-0.20,955246,46510,0.61,1.00 103 | 2016-06-02,4.86,4.87,4.85,4.87,0.00,0.00,470532,22878,0.41,0.49 104 | 2016-06-03,4.88,4.91,4.86,4.90,0.03,0.62,790441,38610,1.03,0.82 105 | 2016-06-06,4.89,4.94,4.89,4.93,0.03,0.61,810973,39839,1.02,0.85 106 | 2016-06-07,4.93,4.97,4.93,4.95,0.02,0.41,847966,41959,0.81,0.88 107 | 2016-06-08,4.96,4.96,4.88,4.91,-0.04,-0.81,775988,38142,1.62,0.81 108 | 2016-06-13,4.88,4.92,4.87,4.87,-0.04,-0.81,830359,40632,1.02,0.87 109 | 2016-06-14,4.87,4.91,4.86,4.91,0.04,0.82,651321,31914,1.03,0.68 110 | 2016-06-15,4.88,4.92,4.87,4.90,-0.01,-0.20,564086,27607,1.02,0.59 111 | 2016-06-16,4.89,4.90,4.88,4.89,-0.01,-0.20,585290,28622,0.41,0.61 112 | 2016-06-17,4.89,4.91,4.88,4.90,0.01,0.20,414233,20290,0.61,0.43 113 | 2016-06-20,4.91,4.93,4.89,4.92,0.02,0.41,438169,21505,0.82,0.46 114 | 2016-06-21,4.92,4.96,4.91,4.94,0.02,0.41,557755,27512,1.02,0.58 115 | 2016-06-22,4.94,4.97,4.91,4.97,0.03,0.61,1065332,52677,1.21,1.11 116 | 2016-06-23,4.97,5.01,4.96,5.01,0.04,0.80,881525,44004,1.01,0.92 117 | 2016-06-24,5.00,5.02,4.91,4.96,-0.05,-1.00,937330,46620,2.20,0.98 118 | 2016-06-27,4.96,4.99,4.94,4.99,0.03,0.60,689606,34204,1.01,0.72 119 | 2016-06-28,4.98,5.00,4.97,5.00,0.01,0.20,863720,43067,0.60,0.90 120 | 2016-06-29,5.00,5.01,4.98,5.01,0.01,0.20,1320042,65920,0.60,1.38 121 | 2016-06-30,4.73,4.76,4.71,4.75,0.01,0.21,1305557,61781,1.05,1.36 122 | 2016-07-01,4.75,4.77,4.74,4.76,0.01,0.21,578879,27547,0.63,0.60 123 | 2016-07-04,4.76,4.82,4.75,4.80,0.04,0.84,903210,43301,1.47,0.94 124 | 2016-07-05,4.79,4.81,4.78,4.81,0.01,0.21,818994,39247,0.63,0.85 125 | 2016-07-06,4.80,4.82,4.79,4.81,0.00,0.00,652292,31349,0.62,0.68 126 | 2016-07-07,4.81,4.82,4.79,4.81,0.00,0.00,495878,23807,0.62,0.52 127 | 2016-07-08,4.80,4.81,4.75,4.75,-0.06,-1.25,539204,25724,1.25,0.56 128 | 2016-07-11,4.76,4.82,4.75,4.80,0.05,1.05,861183,41336,1.47,0.90 129 | 2016-07-12,4.81,4.99,4.80,4.95,0.15,3.13,1688653,82599,3.96,1.76 130 | 2016-07-13,4.97,5.14,4.97,5.06,0.11,2.22,1815161,91963,3.43,1.89 131 | 2016-07-14,5.04,5.08,5.00,5.01,-0.05,-0.99,618017,31031,1.58,0.64 132 | 2016-07-15,5.03,5.10,5.01,5.09,0.08,1.60,805618,40857,1.80,0.84 133 | 2016-07-18,5.09,5.19,5.09,5.18,0.09,1.77,1575050,81195,1.96,1.64 134 | 2016-07-19,5.18,5.19,5.10,5.13,-0.05,-0.97,636623,32692,1.74,0.66 135 | 2016-07-20,5.13,5.13,5.04,5.05,-0.08,-1.56,653859,33169,1.75,0.68 136 | 2016-07-21,5.04,5.11,5.03,5.07,0.02,0.40,633489,32154,1.58,0.66 137 | 2016-07-22,5.07,5.07,5.00,5.02,-0.05,-0.99,460083,23161,1.38,0.48 138 | 2016-07-25,5.02,5.08,5.01,5.03,0.01,0.20,574037,28898,1.39,0.60 139 | 2016-07-26,5.02,5.10,5.01,5.08,0.05,0.99,583591,29483,1.79,0.61 140 | 2016-07-27,5.08,5.09,4.95,5.05,-0.03,-0.59,1085913,54534,2.76,1.13 141 | 2016-07-28,5.03,5.05,5.01,5.03,-0.02,-0.40,576019,28951,0.79,0.60 142 | 2016-07-29,5.02,5.07,5.02,5.06,0.03,0.60,574778,29024,0.99,0.60 143 | 2016-08-01,5.06,5.10,5.04,5.09,0.03,0.59,659155,33448,1.19,0.69 144 | 2016-08-02,5.09,5.10,5.06,5.09,0.00,0.00,402822,20464,0.79,0.42 145 | 2016-08-03,5.07,5.09,5.04,5.06,-0.03,-0.59,346473,17547,0.98,0.36 146 | 2016-08-04,5.06,5.07,5.01,5.03,-0.03,-0.59,606912,30514,1.19,0.63 147 | 2016-08-05,5.03,5.06,5.02,5.05,0.02,0.40,472872,23853,0.80,0.49 148 | 2016-08-08,5.05,5.08,5.04,5.08,0.03,0.59,542414,27488,0.79,0.57 149 | 2016-08-09,5.08,5.12,5.07,5.10,0.02,0.39,641745,32682,0.98,0.67 150 | 2016-08-10,5.11,5.12,5.08,5.11,0.01,0.20,562541,28708,0.78,0.59 151 | 2016-08-11,5.10,5.23,5.10,5.19,0.08,1.57,1447959,75212,2.54,1.51 152 | 2016-08-12,5.20,5.36,5.19,5.35,0.16,3.08,1518504,80364,3.28,1.58 153 | 2016-08-15,5.38,5.54,5.34,5.46,0.11,2.06,1651120,89978,3.74,1.72 154 | 2016-08-16,5.46,5.47,5.29,5.33,-0.13,-2.38,1965568,105102,3.30,2.05 155 | 2016-08-17,5.32,5.33,5.25,5.29,-0.04,-0.75,812420,42958,1.50,0.85 156 | 2016-08-18,5.29,5.31,5.23,5.26,-0.03,-0.57,767117,40402,1.51,0.80 157 | 2016-08-19,5.26,5.27,5.23,5.27,0.01,0.19,540054,28355,0.76,0.56 158 | 2016-08-22,5.26,5.31,5.24,5.29,0.02,0.38,699042,36828,1.33,0.73 159 | 2016-08-23,5.27,5.35,5.27,5.34,0.05,0.95,778578,41454,1.51,0.81 160 | 2016-08-24,5.33,5.34,5.29,5.32,-0.02,-0.37,543587,28906,0.94,0.57 161 | 2016-08-25,5.32,5.36,5.30,5.33,0.01,0.19,774670,41281,1.13,0.81 162 | 2016-08-26,5.33,5.34,5.26,5.27,-0.06,-1.13,641057,33904,1.50,0.67 163 | 2016-08-29,5.27,5.28,5.21,5.24,-0.03,-0.57,686487,35962,1.33,0.72 164 | 2016-08-30,5.24,5.27,5.24,5.26,0.02,0.38,779900,40995,0.57,0.81 165 | 2016-08-31,5.26,5.28,5.24,5.27,0.01,0.19,583026,30698,0.76,0.61 166 | 2016-09-01,5.27,5.33,5.26,5.30,0.03,0.57,739653,39134,1.33,0.77 167 | 2016-09-02,5.28,5.34,5.26,5.30,0.00,0.00,928410,49212,1.51,0.97 168 | 2016-09-05,5.30,5.31,5.29,5.31,0.01,0.19,690121,36571,0.38,0.72 169 | 2016-09-06,5.31,5.33,5.28,5.30,-0.01,-0.19,748188,39720,0.94,0.78 170 | 2016-09-07,5.30,5.31,5.27,5.28,-0.02,-0.38,627642,33223,0.75,0.65 171 | 2016-09-08,5.29,5.29,5.25,5.28,0.00,0.00,458808,24183,0.76,0.48 172 | 2016-09-09,5.27,5.30,5.25,5.26,-0.02,-0.38,541276,28576,0.95,0.56 173 | 2016-09-12,5.23,5.24,5.14,5.16,-0.10,-1.90,1053320,54570,1.90,1.10 174 | 2016-09-13,5.17,5.18,5.15,5.17,0.01,0.19,399522,20646,0.58,0.42 175 | 2016-09-14,5.16,5.17,5.12,5.13,-0.04,-0.77,758321,38989,0.97,0.79 176 | 2016-09-19,5.13,5.17,5.13,5.17,0.04,0.78,567657,29223,0.78,0.59 177 | 2016-09-20,5.16,5.16,5.13,5.15,-0.02,-0.39,389649,20033,0.58,0.41 178 | 2016-09-21,5.15,5.19,5.14,5.17,0.02,0.39,334687,17286,0.97,0.35 179 | 2016-09-22,5.19,5.23,5.17,5.21,0.04,0.77,535466,27862,1.16,0.56 180 | 2016-09-23,5.21,5.24,5.20,5.23,0.02,0.38,375620,19638,0.77,0.39 181 | 2016-09-26,5.23,5.24,5.15,5.16,-0.07,-1.34,700785,36368,1.72,0.73 182 | 2016-09-27,5.15,5.19,5.13,5.19,0.03,0.58,416719,21497,1.16,0.43 183 | 2016-09-28,5.18,5.18,5.14,5.15,-0.04,-0.77,334095,17261,0.77,0.35 184 | 2016-09-29,5.16,5.19,5.15,5.17,0.02,0.39,416334,21531,0.78,0.43 185 | 2016-09-30,5.16,5.21,5.16,5.18,0.01,0.19,323297,16760,0.97,0.34 186 | 2016-10-10,5.19,5.22,5.19,5.21,0.03,0.58,490213,25530,0.58,0.51 187 | 2016-10-11,5.22,5.22,5.19,5.21,0.00,0.00,480474,25020,0.58,0.50 188 | 2016-10-12,5.20,5.20,5.16,5.18,-0.03,-0.58,475956,24653,0.77,0.50 189 | 2016-10-13,5.18,5.19,5.13,5.16,-0.02,-0.39,745603,38417,1.16,0.78 190 | 2016-10-14,5.15,5.16,5.13,5.16,0.00,0.00,573573,29477,0.58,0.60 191 | 2016-10-17,5.17,5.17,5.12,5.14,-0.02,-0.39,491813,25305,0.97,0.51 192 | 2016-10-18,5.12,5.17,5.12,5.17,0.03,0.58,501518,25816,0.97,0.52 193 | 2016-10-19,5.17,5.21,5.16,5.18,0.01,0.19,537588,27890,0.97,0.56 194 | 2016-10-20,5.18,5.19,5.16,5.18,0.00,0.00,361665,18728,0.58,0.38 195 | 2016-10-21,5.17,5.20,5.17,5.20,0.02,0.39,383756,19893,0.58,0.40 196 | 2016-10-24,5.20,5.30,5.20,5.28,0.08,1.54,1119055,58885,1.92,1.17 197 | 2016-10-25,5.28,5.29,5.25,5.29,0.01,0.19,482914,25462,0.76,0.50 198 | 2016-10-26,5.28,5.29,5.24,5.25,-0.04,-0.76,429668,22599,0.95,0.45 199 | 2016-10-27,5.24,5.25,5.21,5.23,-0.02,-0.38,331829,17346,0.76,0.35 200 | 2016-10-28,5.23,5.29,5.22,5.26,0.03,0.57,697747,36753,1.34,0.73 201 | 2016-10-31,5.25,5.27,5.22,5.26,0.00,0.00,346050,18174,0.95,0.36 202 | 2016-11-01,5.25,5.30,5.25,5.29,0.03,0.57,456870,24119,0.95,0.48 203 | 2016-11-02,5.28,5.28,5.24,5.26,-0.03,-0.57,537598,28269,0.76,0.56 204 | 2016-11-03,5.25,5.30,5.24,5.29,0.03,0.57,599308,31628,1.14,0.62 205 | 2016-11-04,5.28,5.31,5.23,5.25,-0.04,-0.76,777567,40960,1.51,0.81 206 | 2016-11-07,5.24,5.27,5.23,5.25,0.00,0.00,528669,27744,0.76,0.55 207 | 2016-11-08,5.26,5.32,5.26,5.30,0.05,0.95,1105835,58529,1.14,1.15 208 | 2016-11-09,5.30,5.30,5.21,5.27,-0.03,-0.57,1030526,54243,1.70,1.07 209 | 2016-11-10,5.29,5.32,5.28,5.31,0.04,0.76,552053,29254,0.76,0.58 210 | 2016-11-11,5.30,5.32,5.28,5.32,0.01,0.19,616989,32738,0.75,0.64 211 | 2016-11-14,5.30,5.34,5.29,5.33,0.01,0.19,950989,50576,0.94,0.99 212 | 2016-11-15,5.32,5.34,5.28,5.31,-0.02,-0.38,1071298,56917,1.13,1.12 213 | -------------------------------------------------------------------------------- /dataWithName/600019宝钢股份.csv: -------------------------------------------------------------------------------- 1 | 日期,开盘价,最高价,最低价,收盘价,涨跌额,涨跌幅,成交量,成交金额,振幅,换手率 2 | 2016-01-04,5.60,5.62,5.21,5.23,-0.35,-6.27,447328,24555,7.35,0.27 3 | 2016-01-05,5.20,5.53,5.15,5.43,0.20,3.82,867079,46668,7.27,0.53 4 | 2016-01-06,5.44,5.97,5.39,5.97,0.54,9.94,2919012,170537,10.68,1.78 5 | 2016-01-07,5.85,5.86,5.37,5.38,-0.59,-9.88,525823,29560,8.21,0.32 6 | 2016-01-08,5.60,5.92,5.51,5.92,0.54,10.04,2243777,130637,7.62,1.37 7 | 2016-01-11,5.91,6.09,5.59,5.73,-0.19,-3.21,1823447,106217,8.45,1.11 8 | 2016-01-12,5.78,5.85,5.44,5.50,-0.23,-4.01,973215,54476,7.16,0.59 9 | 2016-01-13,5.54,6.05,5.47,5.73,0.23,4.18,1791305,105389,10.55,1.09 10 | 2016-01-14,5.46,6.15,5.23,6.04,0.31,5.41,2333598,136008,16.06,1.42 11 | 2016-01-15,5.88,5.99,5.70,5.86,-0.18,-2.98,1362963,79790,4.80,0.83 12 | 2016-01-18,5.74,6.06,5.66,5.84,-0.02,-0.34,1011962,59146,6.83,0.62 13 | 2016-01-19,5.80,6.04,5.58,6.02,0.18,3.08,1284901,75342,7.88,0.78 14 | 2016-01-20,5.88,5.92,5.55,5.66,-0.36,-5.98,1307543,74884,6.15,0.80 15 | 2016-01-21,5.51,5.70,5.39,5.40,-0.26,-4.59,904730,50133,5.48,0.55 16 | 2016-01-22,5.53,5.62,5.36,5.49,0.09,1.67,739221,40644,4.81,0.45 17 | 2016-01-25,5.56,5.78,5.51,5.63,0.14,2.55,832174,47054,4.92,0.51 18 | 2016-01-26,5.56,5.74,5.09,5.13,-0.50,-8.88,1126820,61714,11.55,0.69 19 | 2016-01-27,5.19,5.51,5.13,5.44,0.31,6.04,1069094,56651,7.41,0.65 20 | 2016-01-28,5.38,5.44,5.13,5.18,-0.26,-4.78,587658,31069,5.70,0.36 21 | 2016-01-29,5.18,5.30,5.09,5.21,0.03,0.58,791242,41062,4.05,0.48 22 | 2016-02-01,5.21,5.24,4.81,4.94,-0.27,-5.18,796821,40081,8.25,0.49 23 | 2016-02-02,4.88,5.04,4.88,4.95,0.01,0.20,699723,34690,3.24,0.43 24 | 2016-02-03,4.90,4.91,4.76,4.84,-0.11,-2.22,496567,23933,3.03,0.30 25 | 2016-02-04,4.89,4.93,4.84,4.90,0.06,1.24,436231,21321,1.86,0.27 26 | 2016-02-05,4.94,5.02,4.92,4.93,0.03,0.61,424322,21108,2.04,0.26 27 | 2016-02-15,4.82,4.87,4.76,4.83,-0.10,-2.03,385530,18588,2.23,0.23 28 | 2016-02-16,4.85,5.01,4.84,4.99,0.16,3.31,550373,27230,3.52,0.34 29 | 2016-02-17,4.97,5.10,4.94,5.06,0.07,1.40,543521,27378,3.21,0.33 30 | 2016-02-18,5.07,5.28,5.05,5.08,0.02,0.40,632381,32607,4.55,0.39 31 | 2016-02-19,5.08,5.16,5.01,5.04,-0.04,-0.79,440901,22397,2.95,0.27 32 | 2016-02-22,5.11,5.54,5.11,5.37,0.33,6.55,1286538,69040,8.53,0.78 33 | 2016-02-23,5.37,5.39,5.17,5.38,0.01,0.19,774115,40880,4.10,0.47 34 | 2016-02-24,5.34,5.47,5.28,5.42,0.04,0.74,545599,29332,3.53,0.33 35 | 2016-02-25,5.40,5.40,5.03,5.08,-0.34,-6.27,625657,32537,6.83,0.38 36 | 2016-02-26,5.10,5.29,5.06,5.23,0.15,2.95,511692,26509,4.53,0.31 37 | 2016-02-29,5.18,5.29,4.91,5.07,-0.16,-3.06,664221,33869,7.27,0.40 38 | 2016-03-01,5.13,5.16,5.00,5.13,0.06,1.18,398356,20374,3.16,0.24 39 | 2016-03-02,5.13,5.55,5.10,5.44,0.31,6.04,998911,53715,8.77,0.61 40 | 2016-03-03,5.37,5.46,5.33,5.37,-0.07,-1.29,646455,34834,2.39,0.39 41 | 2016-03-04,5.37,5.55,5.31,5.39,0.02,0.37,711210,38554,4.47,0.43 42 | 2016-03-07,5.67,5.91,5.56,5.60,0.21,3.90,900955,51107,6.49,0.55 43 | 2016-03-08,5.81,5.85,5.37,5.58,-0.02,-0.36,1123727,62945,8.57,0.68 44 | 2016-03-09,5.37,5.39,5.22,5.31,-0.27,-4.84,814789,43167,3.05,0.50 45 | 2016-03-10,5.34,5.38,5.16,5.18,-0.13,-2.45,612210,32113,4.14,0.37 46 | 2016-03-11,5.15,5.22,5.10,5.18,0.00,0.00,332132,17093,2.32,0.20 47 | 2016-03-14,5.22,5.34,5.18,5.26,0.08,1.54,576778,30431,3.09,0.35 48 | 2016-03-15,5.25,5.25,5.15,5.19,-0.07,-1.33,473363,24521,1.90,0.29 49 | 2016-03-16,5.19,5.22,5.14,5.21,0.02,0.39,379182,19672,1.54,0.23 50 | 2016-03-17,5.20,5.29,5.18,5.25,0.04,0.77,593864,31119,2.11,0.36 51 | 2016-03-18,5.28,5.38,5.25,5.37,0.12,2.29,697771,37197,2.48,0.42 52 | 2016-03-21,5.36,5.45,5.35,5.44,0.07,1.30,892255,48180,1.86,0.54 53 | 2016-03-22,5.38,5.39,5.29,5.33,-0.11,-2.02,698861,37322,1.84,0.43 54 | 2016-03-23,5.35,5.38,5.30,5.35,0.02,0.38,437628,23377,1.50,0.27 55 | 2016-03-24,5.32,5.32,5.23,5.24,-0.11,-2.06,411584,21704,1.68,0.25 56 | 2016-03-25,5.24,5.26,5.19,5.23,-0.01,-0.19,312249,16316,1.34,0.19 57 | 2016-03-28,5.24,5.28,5.16,5.20,-0.03,-0.57,312125,16322,2.29,0.19 58 | 2016-03-29,5.20,5.21,5.10,5.13,-0.07,-1.35,315399,16205,2.12,0.19 59 | 2016-03-30,5.19,5.27,5.16,5.26,0.13,2.53,417212,21810,2.14,0.25 60 | 2016-03-31,5.26,5.28,5.22,5.25,-0.01,-0.19,407354,21404,1.14,0.25 61 | 2016-04-01,5.24,5.38,5.23,5.32,0.07,1.33,541092,28681,2.86,0.33 62 | 2016-04-05,5.30,5.38,5.28,5.38,0.06,1.13,558787,29853,1.88,0.34 63 | 2016-04-06,5.37,5.42,5.31,5.33,-0.05,-0.93,379502,20344,2.04,0.23 64 | 2016-04-07,5.35,5.45,5.27,5.36,0.03,0.56,654678,35230,3.38,0.40 65 | 2016-04-08,5.33,5.63,5.31,5.51,0.15,2.80,1532312,84505,5.97,0.93 66 | 2016-04-11,5.67,6.02,5.67,5.86,0.35,6.35,1785454,104829,6.35,1.09 67 | 2016-04-12,5.81,6.12,5.75,5.91,0.05,0.85,1297658,77293,6.31,0.79 68 | 2016-04-13,6.02,6.15,5.90,5.91,0.00,0.00,1397984,84763,4.23,0.85 69 | 2016-04-14,6.00,6.04,5.82,5.95,0.04,0.68,517534,30666,3.72,0.32 70 | 2016-04-15,5.96,5.97,5.75,5.82,-0.13,-2.18,629455,36535,3.70,0.38 71 | 2016-04-18,5.84,5.85,5.68,5.79,-0.03,-0.52,588346,33826,2.92,0.36 72 | 2016-04-19,5.80,5.88,5.72,5.85,0.06,1.04,514467,29832,2.76,0.31 73 | 2016-04-20,5.97,6.02,5.64,5.80,-0.05,-0.85,705085,41091,6.50,0.43 74 | 2016-04-21,5.82,5.98,5.73,5.86,0.06,1.03,762061,44779,4.31,0.46 75 | 2016-04-22,5.71,5.80,5.60,5.70,-0.16,-2.73,581464,32975,3.41,0.35 76 | 2016-04-25,5.67,5.84,5.64,5.78,0.08,1.40,517227,29706,3.51,0.31 77 | 2016-04-26,5.75,5.84,5.70,5.77,-0.01,-0.17,269119,15469,2.42,0.16 78 | 2016-04-27,5.76,5.77,5.66,5.69,-0.08,-1.39,297055,16903,1.91,0.18 79 | 2016-04-28,5.67,5.70,5.53,5.56,-0.13,-2.28,425324,23767,2.99,0.26 80 | 2016-04-29,5.56,5.64,5.52,5.57,0.01,0.18,243859,13641,2.16,0.15 81 | 2016-05-03,5.58,5.65,5.56,5.64,0.07,1.26,317171,17814,1.62,0.19 82 | 2016-05-04,5.62,5.65,5.53,5.60,-0.04,-0.71,473378,26438,2.13,0.29 83 | 2016-05-05,5.60,5.60,5.54,5.56,-0.04,-0.71,247974,13799,1.07,0.15 84 | 2016-05-06,5.55,5.57,5.39,5.41,-0.15,-2.70,488361,26715,3.24,0.30 85 | 2016-05-09,5.36,5.38,5.12,5.17,-0.24,-4.44,610263,31835,4.81,0.37 86 | 2016-05-10,5.17,5.24,5.15,5.21,0.04,0.77,259060,13475,1.74,0.16 87 | 2016-05-11,5.22,5.25,5.15,5.22,0.01,0.19,212997,11083,1.92,0.13 88 | 2016-05-12,5.18,5.31,5.12,5.25,0.03,0.57,264923,13830,3.64,0.16 89 | 2016-05-13,5.22,5.28,5.20,5.23,-0.02,-0.38,169535,8881,1.52,0.10 90 | 2016-05-16,5.18,5.22,5.15,5.20,-0.03,-0.57,294724,15242,1.34,0.18 91 | 2016-05-17,5.20,5.31,5.18,5.25,0.05,0.96,351316,18466,2.50,0.21 92 | 2016-05-18,5.20,5.21,5.11,5.15,-0.10,-1.90,340980,17556,1.90,0.21 93 | 2016-05-19,5.17,5.25,5.16,5.19,0.04,0.78,215106,11202,1.75,0.13 94 | 2016-05-20,5.15,5.22,5.13,5.21,0.02,0.39,159978,8294,1.73,0.10 95 | 2016-05-23,5.21,5.24,5.17,5.22,0.01,0.19,175426,9136,1.34,0.11 96 | 2016-05-24,5.20,5.20,5.14,5.16,-0.06,-1.15,155888,8041,1.15,0.09 97 | 2016-05-25,5.19,5.21,5.15,5.17,0.01,0.19,115854,5996,1.16,0.07 98 | 2016-05-26,5.15,5.19,5.11,5.17,0.00,0.00,121839,6266,1.55,0.07 99 | 2016-05-27,5.15,5.29,5.14,5.21,0.04,0.77,191929,9979,2.90,0.12 100 | 2016-05-30,5.18,5.21,5.14,5.18,-0.03,-0.58,158608,8198,1.34,0.10 101 | 2016-05-31,5.18,5.30,5.17,5.29,0.11,2.12,478013,25122,2.51,0.29 102 | 2016-06-01,5.27,5.30,5.24,5.26,-0.03,-0.57,376346,19808,1.13,0.23 103 | 2016-06-02,5.26,5.26,5.22,5.25,-0.01,-0.19,219125,11483,0.76,0.13 104 | 2016-06-03,5.25,5.26,5.21,5.25,0.00,0.00,232849,12195,0.95,0.14 105 | 2016-06-06,5.25,5.27,5.21,5.26,0.01,0.19,264029,13838,1.14,0.16 106 | 2016-06-07,5.25,5.26,5.21,5.23,-0.03,-0.57,182198,9532,0.95,0.11 107 | 2016-06-08,5.19,5.19,5.13,5.15,-0.02,-0.39,209872,10810,1.16,0.13 108 | 2016-06-13,5.11,5.11,5.02,5.03,-0.12,-2.33,295768,15012,1.75,0.18 109 | 2016-06-14,5.03,5.06,5.00,5.04,0.01,0.20,196035,9858,1.19,0.12 110 | 2016-06-15,5.01,5.09,4.99,5.07,0.03,0.60,336308,16998,1.98,0.20 111 | 2016-06-16,5.06,5.07,4.96,4.99,-0.08,-1.58,453580,22733,2.17,0.28 112 | 2016-06-17,5.00,5.08,4.99,5.01,0.02,0.40,437616,21990,1.80,0.27 113 | 2016-06-20,5.03,5.03,4.98,5.01,0.00,0.00,221029,11049,1.00,0.13 114 | 2016-06-21,5.02,5.03,4.95,4.98,-0.03,-0.60,278190,13913,1.60,0.17 115 | 2016-06-22,4.98,5.02,4.96,5.01,0.03,0.60,274226,13677,1.20,0.17 116 | 2016-06-23,5.00,5.01,4.96,4.98,-0.03,-0.60,184640,9194,1.00,0.11 117 | 2016-06-24,4.98,5.00,4.84,4.90,-0.08,-1.61,346833,17066,3.21,0.21 118 | 2016-10-10,5.39,5.39,5.39,5.39,0.49,10.00,74984,4042,0.00,0.05 119 | 2016-10-11,5.70,5.83,5.55,5.79,0.40,7.42,2568441,145631,5.19,1.56 120 | 2016-10-12,5.68,5.69,5.57,5.59,-0.20,-3.45,1041726,58487,2.07,0.63 121 | 2016-10-13,5.54,5.59,5.48,5.55,-0.04,-0.72,708206,39162,1.97,0.43 122 | 2016-10-14,5.55,5.55,5.46,5.52,-0.03,-0.54,411411,22641,1.62,0.25 123 | 2016-10-17,5.53,5.58,5.47,5.49,-0.03,-0.54,350849,19398,1.99,0.21 124 | 2016-10-18,5.48,5.56,5.47,5.54,0.05,0.91,452144,24924,1.64,0.28 125 | 2016-10-19,5.56,5.62,5.51,5.53,-0.01,-0.18,468799,26108,1.99,0.29 126 | 2016-10-20,5.52,5.53,5.47,5.50,-0.03,-0.54,327008,17994,1.09,0.20 127 | 2016-10-21,5.50,5.53,5.47,5.50,0.00,0.00,323675,17778,1.09,0.20 128 | 2016-10-24,5.51,5.60,5.49,5.57,0.07,1.27,572837,31827,2.00,0.35 129 | 2016-10-25,5.67,5.79,5.67,5.69,0.12,2.15,933713,53316,2.15,0.57 130 | 2016-10-26,5.70,5.70,5.63,5.68,-0.01,-0.18,541331,30665,1.23,0.33 131 | 2016-10-27,5.68,5.69,5.64,5.64,-0.04,-0.70,255256,14435,0.88,0.16 132 | 2016-10-28,5.63,5.68,5.60,5.60,-0.04,-0.71,314475,17712,1.42,0.19 133 | 2016-10-31,5.62,5.65,5.60,5.61,0.01,0.18,269504,15156,0.89,0.16 134 | 2016-11-01,5.62,5.64,5.60,5.63,0.02,0.36,294587,16567,0.71,0.18 135 | 2016-11-02,5.63,5.64,5.55,5.55,-0.08,-1.42,284197,15870,1.60,0.17 136 | 2016-11-03,5.53,5.59,5.51,5.57,0.02,0.36,368991,20482,1.44,0.22 137 | 2016-11-04,5.58,5.61,5.55,5.58,0.01,0.18,301786,16845,1.08,0.18 138 | 2016-11-07,5.60,5.70,5.56,5.69,0.11,1.97,567751,32093,2.51,0.35 139 | 2016-11-08,5.71,5.77,5.66,5.67,-0.02,-0.35,386009,22002,1.93,0.24 140 | 2016-11-09,5.68,5.70,5.54,5.60,-0.07,-1.23,395471,22191,2.82,0.24 141 | 2016-11-10,5.65,5.72,5.64,5.69,0.09,1.61,532796,30320,1.43,0.32 142 | 2016-11-11,5.70,5.91,5.67,5.90,0.21,3.69,1202342,69882,4.22,0.73 143 | 2016-11-14,5.83,6.17,5.81,6.09,0.19,3.22,1537641,92575,6.10,0.94 144 | 2016-11-15,6.10,6.12,5.94,5.98,-0.11,-1.81,614639,36920,2.96,0.37 145 | 2016-11-16,5.97,5.98,5.87,5.92,-0.06,-1.00,340766,20172,1.84,0.21 146 | -------------------------------------------------------------------------------- /dataWithName/601600中国铝业.csv: -------------------------------------------------------------------------------- 1 | 日期,开盘价,最高价,最低价,收盘价,涨跌额,涨跌幅,成交量,成交金额,振幅,换手率 2 | 2016-01-04,4.96,4.98,4.58,4.59,-0.38,-7.65,690126,33254,8.05,0.72 3 | 2016-01-05,4.50,4.68,4.42,4.62,0.03,0.65,884869,40491,5.66,0.92 4 | 2016-01-06,4.63,5.00,4.61,4.91,0.29,6.28,1225229,59286,8.44,1.28 5 | 2016-01-07,4.81,4.82,4.42,4.44,-0.47,-9.57,317123,14739,8.15,0.33 6 | 2016-01-08,4.56,4.88,4.45,4.88,0.44,9.91,2117465,101444,9.68,2.21 7 | 2016-01-11,4.84,4.90,4.45,4.55,-0.33,-6.76,1661669,77855,9.22,1.73 8 | 2016-01-12,4.52,4.64,4.45,4.59,0.04,0.88,753173,34439,4.18,0.79 9 | 2016-01-13,4.60,4.80,4.55,4.57,-0.02,-0.44,1207680,56502,5.45,1.26 10 | 2016-01-14,4.45,4.70,4.31,4.68,0.11,2.41,848374,38388,8.53,0.89 11 | 2016-01-15,4.59,4.66,4.32,4.40,-0.28,-5.98,1080159,47996,7.27,1.13 12 | 2016-01-18,4.30,4.49,4.25,4.38,-0.02,-0.45,577054,25312,5.45,0.60 13 | 2016-01-19,4.37,4.54,4.35,4.51,0.13,2.97,594132,26544,4.34,0.62 14 | 2016-01-20,4.48,4.56,4.36,4.44,-0.07,-1.55,733589,32707,4.43,0.77 15 | 2016-01-21,4.37,4.54,4.35,4.36,-0.08,-1.80,781203,34521,4.28,0.82 16 | 2016-01-22,4.39,4.47,4.24,4.37,0.01,0.23,847244,37040,5.28,0.88 17 | 2016-01-25,4.38,4.44,4.34,4.37,0.00,0.00,764002,33512,2.29,0.80 18 | 2016-01-26,4.33,4.35,3.94,3.98,-0.39,-8.92,863140,36023,9.38,0.90 19 | 2016-01-27,4.01,4.04,3.65,3.85,-0.13,-3.27,814869,31517,9.80,0.85 20 | 2016-01-28,3.83,3.88,3.49,3.60,-0.25,-6.49,821594,30380,10.13,0.86 21 | 2016-01-29,3.66,3.81,3.62,3.76,0.16,4.44,665365,24744,5.28,0.69 22 | 2016-02-01,3.78,3.79,3.55,3.67,-0.09,-2.39,590263,21744,6.38,0.62 23 | 2016-02-02,3.64,4.04,3.64,4.04,0.37,10.08,1129073,43932,10.90,1.18 24 | 2016-02-03,4.04,4.32,3.95,4.07,0.03,0.74,1502409,61140,9.16,1.57 25 | 2016-02-04,4.03,4.20,4.03,4.07,0.00,0.00,930711,38207,4.18,0.97 26 | 2016-02-05,4.07,4.09,3.95,3.96,-0.11,-2.70,661492,26478,3.44,0.69 27 | 2016-02-15,3.86,4.08,3.80,4.02,0.06,1.52,626510,24698,7.07,0.65 28 | 2016-02-16,3.99,4.15,3.98,4.11,0.09,2.24,794764,32468,4.23,0.83 29 | 2016-02-17,4.08,4.17,4.06,4.13,0.02,0.49,741664,30487,2.68,0.77 30 | 2016-02-18,4.14,4.28,4.12,4.17,0.04,0.97,1083684,45514,3.87,1.13 31 | 2016-02-19,4.13,4.26,4.08,4.20,0.03,0.72,819952,34144,4.32,0.86 32 | 2016-02-22,4.23,4.62,4.15,4.54,0.34,8.10,2135022,94702,11.19,2.23 33 | 2016-02-23,4.51,4.60,4.42,4.54,0.00,0.00,1330873,60096,3.96,1.39 34 | 2016-02-24,4.50,4.62,4.47,4.55,0.01,0.22,1382507,62737,3.30,1.44 35 | 2016-02-25,4.51,4.66,4.28,4.34,-0.21,-4.62,1683468,75050,8.35,1.76 36 | 2016-02-26,4.38,4.68,4.30,4.64,0.30,6.91,1562539,70490,8.76,1.63 37 | 2016-02-29,4.54,4.54,4.28,4.50,-0.14,-3.02,1160820,51241,5.60,1.21 38 | 2016-03-01,4.51,4.60,4.28,4.42,-0.08,-1.78,2092080,92792,7.11,2.18 39 | 2016-03-02,4.31,4.74,4.28,4.68,0.26,5.88,2221333,101295,10.41,2.32 40 | 2016-03-03,4.65,4.86,4.61,4.61,-0.07,-1.50,1934354,91620,5.34,2.02 41 | 2016-03-04,4.61,4.71,4.40,4.62,0.01,0.22,1405603,64283,6.72,1.47 42 | 2016-03-07,4.71,4.81,4.58,4.70,0.08,1.73,1308843,61412,4.98,1.37 43 | 2016-03-08,4.75,4.95,4.65,4.86,0.16,3.40,2311011,110842,6.38,2.41 44 | 2016-03-09,4.65,4.73,4.47,4.49,-0.37,-7.61,1722677,78685,5.35,1.80 45 | 2016-03-10,4.50,4.54,4.34,4.36,-0.13,-2.90,776102,34412,4.45,0.81 46 | 2016-03-11,4.30,4.48,4.25,4.44,0.08,1.83,1003988,44075,5.28,1.05 47 | 2016-03-14,4.46,4.55,4.41,4.45,0.01,0.23,1402838,63030,3.15,1.46 48 | 2016-03-15,4.43,4.43,4.29,4.35,-0.10,-2.25,720413,31297,3.15,0.75 49 | 2016-03-16,4.34,4.39,4.31,4.32,-0.03,-0.69,447735,19473,1.84,0.47 50 | 2016-03-17,4.38,4.45,4.32,4.41,0.09,2.08,675862,29676,3.01,0.71 51 | 2016-03-18,4.46,4.57,4.43,4.53,0.12,2.72,951541,43052,3.17,0.99 52 | 2016-03-21,4.53,4.62,4.49,4.58,0.05,1.10,1116054,50865,2.87,1.16 53 | 2016-03-22,4.54,4.56,4.48,4.49,-0.09,-1.97,800065,36156,1.75,0.84 54 | 2016-03-23,4.50,4.54,4.46,4.53,0.04,0.89,717252,32375,1.78,0.75 55 | 2016-03-24,4.46,4.47,4.35,4.36,-0.17,-3.75,891545,39211,2.65,0.93 56 | 2016-03-25,4.36,4.41,4.32,4.36,0.00,0.00,480858,20930,2.06,0.50 57 | 2016-03-28,4.36,4.40,4.29,4.30,-0.06,-1.38,498012,21672,2.52,0.52 58 | 2016-03-29,4.33,4.40,4.28,4.34,0.04,0.93,651833,28318,2.79,0.68 59 | 2016-03-30,4.36,4.44,4.34,4.44,0.10,2.30,707334,31154,2.30,0.74 60 | 2016-03-31,4.43,4.45,4.39,4.39,-0.05,-1.13,523697,23101,1.35,0.55 61 | 2016-04-01,4.38,4.51,4.37,4.49,0.10,2.28,797275,35439,3.19,0.83 62 | 2016-04-05,4.49,4.64,4.46,4.60,0.11,2.45,1392204,63528,4.01,1.45 63 | 2016-04-06,4.58,4.78,4.56,4.64,0.04,0.87,901321,41743,4.78,0.94 64 | 2016-04-07,4.62,4.70,4.52,4.52,-0.12,-2.59,662939,30397,3.88,0.69 65 | 2016-04-08,4.53,4.58,4.45,4.52,0.00,0.00,620698,27964,2.88,0.65 66 | 2016-04-11,4.56,4.64,4.54,4.59,0.07,1.55,1376315,63359,2.21,1.44 67 | 2016-04-12,4.59,4.60,4.51,4.54,-0.05,-1.09,502252,22811,1.96,0.52 68 | 2016-04-13,4.62,4.89,4.61,4.65,0.11,2.42,2314881,109558,6.17,2.42 69 | 2016-04-14,4.66,4.68,4.58,4.63,-0.02,-0.43,825791,38208,2.15,0.86 70 | 2016-04-15,4.64,4.64,4.52,4.57,-0.06,-1.30,678897,31034,2.59,0.71 71 | 2016-04-18,4.55,4.66,4.49,4.60,0.03,0.66,748206,34069,3.72,0.78 72 | 2016-04-19,4.60,4.66,4.54,4.61,0.01,0.22,728478,33531,2.61,0.76 73 | 2016-04-20,4.65,4.66,4.37,4.56,-0.05,-1.08,1132007,51340,6.29,1.18 74 | 2016-04-21,4.56,4.76,4.55,4.64,0.08,1.75,1941521,90364,4.61,2.03 75 | 2016-04-22,4.56,4.58,4.38,4.46,-0.18,-3.88,1165099,52105,4.31,1.22 76 | 2016-04-25,4.46,4.46,4.33,4.40,-0.06,-1.35,588039,25848,2.91,0.61 77 | 2016-04-26,4.41,4.47,4.32,4.45,0.05,1.14,685285,30003,3.41,0.72 78 | 2016-04-27,4.43,4.44,4.34,4.34,-0.11,-2.47,509351,22309,2.25,0.53 79 | 2016-04-28,4.36,4.38,4.16,4.22,-0.12,-2.77,753752,32065,5.07,0.79 80 | 2016-04-29,4.22,4.27,4.18,4.21,-0.01,-0.24,374543,15832,2.13,0.39 81 | 2016-05-03,4.23,4.30,4.19,4.30,0.09,2.14,513738,21922,2.61,0.54 82 | 2016-05-04,4.28,4.30,4.24,4.27,-0.03,-0.70,428521,18292,1.40,0.45 83 | 2016-05-05,4.26,4.28,4.23,4.27,0.00,0.00,305033,12992,1.17,0.32 84 | 2016-05-06,4.26,4.29,4.04,4.08,-0.19,-4.45,655181,27400,5.85,0.68 85 | 2016-05-09,4.07,4.07,3.87,3.90,-0.18,-4.41,689400,27204,4.90,0.72 86 | 2016-05-10,3.90,3.99,3.90,3.95,0.05,1.28,422443,16621,2.31,0.44 87 | 2016-05-11,3.98,3.98,3.89,3.92,-0.03,-0.76,289021,11387,2.28,0.30 88 | 2016-05-12,3.88,3.96,3.83,3.94,0.02,0.51,439001,17054,3.32,0.46 89 | 2016-05-13,3.91,3.95,3.87,3.89,-0.05,-1.27,290699,11358,2.03,0.30 90 | 2016-05-16,3.89,3.95,3.85,3.95,0.06,1.54,283243,11080,2.57,0.30 91 | 2016-05-17,3.95,4.04,3.94,3.97,0.02,0.51,430389,17187,2.53,0.45 92 | 2016-05-18,3.93,3.95,3.83,3.86,-0.11,-2.77,359409,13913,3.02,0.38 93 | 2016-05-19,3.86,4.00,3.85,3.92,0.06,1.55,414433,16245,3.89,0.43 94 | 2016-05-20,3.86,3.94,3.83,3.92,0.00,0.00,321728,12525,2.81,0.34 95 | 2016-05-23,3.93,3.97,3.91,3.93,0.01,0.26,270932,10651,1.53,0.28 96 | 2016-05-24,3.92,3.92,3.86,3.88,-0.05,-1.27,202305,7857,1.53,0.21 97 | 2016-05-25,3.91,3.92,3.86,3.87,-0.01,-0.26,170958,6659,1.55,0.18 98 | 2016-05-26,3.87,4.00,3.81,3.98,0.11,2.84,595067,23245,4.91,0.62 99 | 2016-05-27,3.95,4.05,3.92,3.97,-0.01,-0.25,386450,15283,3.27,0.40 100 | 2016-05-30,3.98,4.01,3.92,3.99,0.02,0.50,401456,15906,2.27,0.42 101 | 2016-05-31,3.97,4.13,3.97,4.11,0.12,3.01,1036674,41974,4.01,1.08 102 | 2016-06-01,4.08,4.14,4.06,4.08,-0.03,-0.73,746432,30543,1.95,0.78 103 | 2016-06-02,4.06,4.11,4.04,4.07,-0.01,-0.25,497364,20239,1.72,0.52 104 | 2016-06-03,4.06,4.07,4.04,4.06,-0.01,-0.25,419868,17014,0.74,0.44 105 | 2016-06-06,4.07,4.10,4.03,4.06,0.00,0.00,336603,13668,1.72,0.35 106 | 2016-06-07,4.07,4.15,4.04,4.11,0.05,1.23,714603,29297,2.71,0.75 107 | 2016-06-08,4.09,4.09,3.98,4.02,-0.09,-2.19,648312,26086,2.68,0.68 108 | 2016-06-13,3.98,4.02,3.84,3.86,-0.16,-3.98,515692,20273,4.48,0.54 109 | 2016-06-14,3.85,3.88,3.84,3.86,0.00,0.00,290349,11203,1.04,0.30 110 | 2016-06-15,3.84,3.93,3.82,3.91,0.05,1.30,408695,15941,2.85,0.43 111 | 2016-06-16,3.91,3.96,3.87,3.95,0.04,1.02,483863,19004,2.30,0.51 112 | 2016-06-17,3.94,4.06,3.92,4.03,0.08,2.03,692888,27781,3.54,0.72 113 | 2016-06-20,4.05,4.05,3.86,3.90,-0.13,-3.23,1127471,44050,4.71,1.03 114 | 2016-06-21,3.93,3.93,3.76,3.80,-0.10,-2.56,1555987,59686,4.36,1.42 115 | 2016-06-22,3.75,3.82,3.73,3.82,0.02,0.53,805845,30490,2.37,0.74 116 | 2016-06-23,3.78,3.84,3.74,3.80,-0.02,-0.52,1068720,40446,2.62,0.98 117 | 2016-06-24,3.79,3.80,3.66,3.72,-0.08,-2.11,1231653,45743,3.68,1.12 118 | 2016-06-27,3.69,3.78,3.69,3.75,0.03,0.81,740401,27687,2.42,0.68 119 | 2016-06-28,3.73,3.77,3.70,3.76,0.01,0.27,515963,19266,1.87,0.47 120 | 2016-06-29,3.77,3.80,3.75,3.78,0.02,0.53,1019381,38479,1.33,0.93 121 | 2016-06-30,3.78,3.79,3.75,3.77,-0.01,-0.26,603245,22732,1.06,0.55 122 | 2016-07-01,3.77,3.80,3.76,3.79,0.02,0.53,567287,21450,1.06,0.52 123 | 2016-07-04,3.78,3.95,3.78,3.91,0.12,3.17,1836172,71534,4.49,1.68 124 | 2016-07-05,3.88,3.95,3.87,3.92,0.01,0.26,1078108,42098,2.05,0.98 125 | 2016-07-06,3.90,3.98,3.87,3.94,0.02,0.51,1051970,41268,2.81,0.96 126 | 2016-07-07,3.95,4.04,3.93,3.98,0.04,1.02,1361036,54267,2.79,1.24 127 | 2016-07-08,3.94,3.96,3.90,3.90,-0.08,-2.01,817645,32073,1.51,0.75 128 | 2016-07-11,3.94,4.09,3.92,4.00,0.10,2.56,1666901,66886,4.36,1.52 129 | 2016-07-12,3.99,4.12,3.98,4.09,0.09,2.25,1640632,66645,3.50,1.50 130 | 2016-07-13,4.11,4.19,4.07,4.15,0.06,1.47,1920299,79288,2.93,1.75 131 | 2016-07-14,4.12,4.13,4.07,4.12,-0.03,-0.72,1002470,41062,1.45,0.91 132 | 2016-07-15,4.12,4.19,4.08,4.11,-0.01,-0.24,951606,39296,2.67,0.87 133 | 2016-07-18,4.10,4.11,4.04,4.05,-0.06,-1.46,652101,26520,1.70,0.60 134 | 2016-07-19,4.04,4.05,3.98,4.01,-0.04,-0.99,757503,30382,1.73,0.69 135 | 2016-07-20,4.01,4.04,3.98,3.98,-0.03,-0.75,519477,20805,1.50,0.47 136 | 2016-07-21,3.99,4.03,3.98,3.99,0.01,0.25,520615,20864,1.26,0.48 137 | 2016-07-22,3.99,4.01,3.93,3.94,-0.05,-1.25,647949,25639,2.01,0.59 138 | 2016-07-25,3.95,3.98,3.93,3.95,0.01,0.25,429325,16972,1.27,0.39 139 | 2016-07-26,3.95,4.00,3.95,3.99,0.04,1.01,486393,19319,1.27,0.44 140 | 2016-07-27,3.99,4.01,3.80,3.85,-0.14,-3.51,1234623,48221,5.26,1.13 141 | 2016-07-28,3.84,3.89,3.83,3.89,0.04,1.04,715139,27618,1.56,0.65 142 | 2016-07-29,3.88,3.89,3.82,3.85,-0.04,-1.03,396109,15252,1.80,0.36 143 | 2016-08-01,3.84,3.86,3.80,3.83,-0.02,-0.52,396135,15136,1.56,0.36 144 | 2016-08-02,3.82,3.86,3.82,3.85,0.02,0.52,256038,9825,1.04,0.23 145 | 2016-08-03,3.84,3.88,3.83,3.87,0.02,0.52,361319,13945,1.30,0.33 146 | 2016-08-04,3.89,3.89,3.85,3.88,0.01,0.26,312210,12080,1.03,0.28 147 | 2016-08-05,3.87,3.88,3.85,3.87,-0.01,-0.26,305047,11786,0.77,0.28 148 | 2016-08-08,3.86,3.94,3.83,3.93,0.06,1.55,545141,21233,2.84,0.50 149 | 2016-08-09,3.93,3.96,3.91,3.94,0.01,0.25,499962,19678,1.27,0.46 150 | 2016-08-10,3.95,4.00,3.93,3.94,0.00,0.00,752103,29840,1.78,0.69 151 | 2016-08-11,3.93,3.95,3.88,3.89,-0.05,-1.27,547686,21484,1.78,0.50 152 | 2016-08-12,3.90,3.95,3.88,3.95,0.06,1.54,374684,14662,1.80,0.34 153 | 2016-08-15,3.94,4.03,3.93,4.02,0.07,1.77,881879,35217,2.53,0.80 154 | 2016-08-16,4.02,4.05,4.00,4.03,0.01,0.25,655393,26348,1.24,0.60 155 | 2016-08-17,4.02,4.06,3.99,4.03,0.00,0.00,633832,25496,1.74,0.58 156 | 2016-08-18,4.02,4.05,4.01,4.03,0.00,0.00,544305,21913,0.99,0.50 157 | 2016-08-19,4.02,4.06,3.97,4.05,0.02,0.50,745072,29937,2.23,0.68 158 | 2016-08-22,4.03,4.04,3.96,3.97,-0.08,-1.98,567327,22683,1.98,0.52 159 | 2016-08-23,3.96,3.99,3.94,3.97,0.00,0.00,354285,14065,1.26,0.32 160 | 2016-08-24,3.97,3.99,3.95,3.97,0.00,0.00,300130,11924,1.01,0.27 161 | 2016-08-25,3.94,3.94,3.89,3.92,-0.05,-1.26,554143,21702,1.26,0.51 162 | 2016-08-26,3.93,3.97,3.92,3.92,0.00,0.00,420301,16566,1.28,0.38 163 | 2016-08-29,3.92,3.95,3.90,3.93,0.01,0.26,278715,10941,1.28,0.25 164 | 2016-08-30,3.93,3.95,3.91,3.94,0.01,0.25,292027,11489,1.02,0.27 165 | 2016-08-31,3.94,3.94,3.90,3.92,-0.02,-0.51,357111,13989,1.02,0.33 166 | 2016-09-01,3.92,3.94,3.89,3.89,-0.03,-0.77,400976,15705,1.28,0.37 167 | 2016-09-02,3.90,3.91,3.87,3.88,-0.01,-0.26,355695,13830,1.03,0.32 168 | 2016-09-05,3.89,3.95,3.89,3.93,0.05,1.29,497716,19558,1.55,0.45 169 | 2016-09-06,3.92,3.95,3.90,3.94,0.01,0.25,335805,13185,1.27,0.31 170 | 2016-09-07,3.94,3.96,3.93,3.94,0.00,0.00,455304,17968,0.76,0.42 171 | 2016-09-08,3.93,3.94,3.91,3.92,-0.02,-0.51,341393,13397,0.76,0.31 172 | 2016-09-09,3.92,3.95,3.91,3.92,0.00,0.00,372381,14635,1.02,0.34 173 | 2016-09-12,3.84,3.87,3.80,3.83,-0.09,-2.30,741209,28410,1.79,0.68 174 | 2016-09-13,3.83,3.85,3.80,3.82,-0.01,-0.26,474971,18118,1.31,0.43 175 | 2016-09-14,3.80,3.81,3.77,3.78,-0.04,-1.05,423286,16025,1.05,0.39 176 | 2016-09-19,3.79,3.81,3.79,3.81,0.03,0.79,306864,11661,0.53,0.28 177 | 2016-09-20,3.81,3.81,3.78,3.80,-0.01,-0.26,199973,7588,0.79,0.18 178 | 2016-09-21,3.79,3.84,3.78,3.81,0.01,0.26,296919,11317,1.58,0.27 179 | 2016-09-22,3.83,3.84,3.81,3.82,0.01,0.26,392167,15001,0.79,0.36 180 | 2016-09-23,3.83,3.84,3.81,3.82,0.00,0.00,230060,8806,0.79,0.21 181 | 2016-09-26,3.81,3.81,3.73,3.73,-0.09,-2.36,501245,18883,2.09,0.46 182 | 2016-09-27,3.71,3.75,3.71,3.74,0.01,0.27,282615,10553,1.07,0.26 183 | 2016-09-28,3.75,3.75,3.72,3.73,-0.01,-0.27,192886,7206,0.80,0.18 184 | 2016-09-29,3.74,3.77,3.73,3.73,0.00,0.00,293024,10984,1.07,0.27 185 | 2016-09-30,3.73,3.75,3.73,3.74,0.01,0.27,227360,8498,0.54,0.21 186 | 2016-10-10,3.76,3.81,3.75,3.79,0.05,1.34,442856,16735,1.60,0.40 187 | 2016-10-11,3.80,3.89,3.79,3.88,0.09,2.37,824617,31817,2.64,0.75 188 | 2016-10-12,3.86,3.87,3.83,3.86,-0.02,-0.52,352108,13540,1.03,0.32 189 | 2016-10-13,3.85,3.88,3.83,3.85,-0.01,-0.26,521453,20096,1.30,0.48 190 | 2016-10-14,3.84,3.87,3.81,3.87,0.02,0.52,641678,24638,1.56,0.59 191 | 2016-10-17,3.86,3.88,3.80,3.81,-0.06,-1.55,607318,23326,2.07,0.55 192 | 2016-10-18,3.80,3.89,3.80,3.88,0.07,1.84,1008396,38826,2.36,0.92 193 | 2016-10-19,3.87,3.93,3.85,3.86,-0.02,-0.52,963436,37492,2.06,0.88 194 | 2016-10-20,3.87,3.88,3.84,3.86,0.00,0.00,599593,23138,1.04,0.55 195 | 2016-10-21,3.86,3.94,3.84,3.89,0.03,0.78,1473328,57336,2.59,1.34 196 | 2016-10-24,3.88,4.03,3.87,3.98,0.09,2.31,2193298,86871,4.11,2.00 197 | 2016-10-25,3.95,4.07,3.95,4.06,0.08,2.01,1859704,74298,3.02,1.70 198 | 2016-10-26,4.07,4.22,4.02,4.06,0.00,0.00,3007435,123734,4.93,2.74 199 | 2016-10-27,4.04,4.08,3.98,4.01,-0.05,-1.23,1270238,51058,2.46,1.16 200 | 2016-10-28,4.03,4.05,3.96,3.97,-0.04,-1.00,904861,36211,2.24,0.83 201 | 2016-10-31,3.99,4.00,3.95,3.98,0.01,0.25,859493,34184,1.26,0.78 202 | 2016-11-01,3.99,4.00,3.94,3.97,-0.01,-0.25,899928,35685,1.51,0.82 203 | 2016-11-02,3.95,4.01,3.91,3.92,-0.05,-1.26,1022898,40436,2.52,0.93 204 | 2016-11-03,3.91,3.98,3.89,3.95,0.03,0.77,1065014,41906,2.30,0.97 205 | 2016-11-04,3.95,3.98,3.93,3.94,-0.01,-0.25,843254,33374,1.27,0.77 206 | 2016-11-07,3.93,4.05,3.92,4.04,0.10,2.54,1766222,70596,3.30,1.61 207 | 2016-11-08,4.03,4.04,3.98,4.00,-0.04,-0.99,987142,39555,1.49,0.90 208 | 2016-11-09,4.01,4.03,3.92,3.99,-0.01,-0.25,1029805,40905,2.75,0.94 209 | 2016-11-10,4.08,4.26,4.08,4.14,0.15,3.76,2799426,116176,4.51,2.55 210 | 2016-11-11,4.12,4.54,4.11,4.44,0.30,7.25,4768992,207943,10.39,4.35 211 | 2016-11-14,4.34,4.51,4.29,4.40,-0.04,-0.90,3096021,135791,4.96,2.82 212 | 2016-11-15,4.39,4.45,4.27,4.29,-0.11,-2.50,1674753,72602,4.09,1.53 213 | 2016-11-16,4.28,4.31,4.21,4.23,-0.06,-1.40,1494725,63414,2.33,1.36 214 | -------------------------------------------------------------------------------- /dataWithName/601857中国石油.csv: -------------------------------------------------------------------------------- 1 | 日期,开盘价,最高价,最低价,收盘价,涨跌额,涨跌幅,成交量,成交金额,振幅,换手率 2 | 2016-01-04,8.34,8.38,8.11,8.13,-0.22,-2.63,477205,39326,3.23,0.03 3 | 2016-01-05,8.04,8.21,7.98,8.07,-0.06,-0.74,634336,51347,2.83,0.04 4 | 2016-01-06,8.09,8.33,8.05,8.31,0.24,2.97,751008,61542,3.47,0.05 5 | 2016-01-07,8.17,8.20,7.70,7.83,-0.48,-5.78,208883,16829,6.02,0.01 6 | 2016-01-08,7.96,8.07,7.74,7.99,0.16,2.04,748524,59559,4.21,0.05 7 | 2016-01-11,7.90,7.97,7.69,7.70,-0.29,-3.63,559736,43822,3.50,0.03 8 | 2016-01-12,7.66,7.84,7.60,7.76,0.06,0.78,471675,36402,3.12,0.03 9 | 2016-01-13,7.80,7.81,7.59,7.61,-0.15,-1.93,434720,33543,2.84,0.03 10 | 2016-01-14,7.50,7.65,7.43,7.63,0.02,0.26,474282,35730,2.89,0.03 11 | 2016-01-15,7.62,7.62,7.30,7.34,-0.29,-3.80,523499,39036,4.19,0.03 12 | 2016-01-18,7.14,7.34,7.10,7.27,-0.07,-0.95,383557,27808,3.27,0.02 13 | 2016-01-19,7.27,7.44,7.26,7.42,0.15,2.06,428779,31616,2.48,0.03 14 | 2016-01-20,7.37,7.55,7.27,7.46,0.04,0.54,468592,34599,3.77,0.03 15 | 2016-01-21,7.34,7.47,7.22,7.26,-0.20,-2.68,335344,24658,3.35,0.02 16 | 2016-01-22,7.32,7.35,7.18,7.33,0.07,0.96,287104,20920,2.34,0.02 17 | 2016-01-25,7.47,7.54,7.36,7.43,0.10,1.36,350289,26098,2.46,0.02 18 | 2016-01-26,7.33,7.34,7.04,7.08,-0.35,-4.71,481121,34578,4.04,0.03 19 | 2016-01-27,7.15,7.41,6.99,7.28,0.20,2.82,742456,53157,5.93,0.05 20 | 2016-01-28,7.19,7.63,7.10,7.44,0.16,2.20,1134526,84287,7.28,0.07 21 | 2016-01-29,7.40,7.49,7.34,7.46,0.02,0.27,752912,55855,2.02,0.05 22 | 2016-02-01,7.40,7.40,7.19,7.25,-0.21,-2.82,478187,34781,2.82,0.03 23 | 2016-02-02,7.24,7.35,7.17,7.32,0.07,0.97,430306,31294,2.48,0.03 24 | 2016-02-03,7.21,7.26,7.11,7.22,-0.10,-1.37,374658,26894,2.05,0.02 25 | 2016-02-04,7.28,7.35,7.24,7.26,0.04,0.55,368453,26847,1.52,0.02 26 | 2016-02-05,7.29,7.30,7.22,7.23,-0.03,-0.41,269561,19567,1.10,0.02 27 | 2016-02-15,7.13,7.23,7.09,7.18,-0.05,-0.69,216041,15460,1.94,0.01 28 | 2016-02-16,7.21,7.36,7.19,7.35,0.17,2.37,447867,32717,2.37,0.03 29 | 2016-02-17,7.30,7.54,7.29,7.52,0.17,2.31,755866,55931,3.40,0.05 30 | 2016-02-18,7.54,7.54,7.42,7.43,-0.09,-1.20,662326,49557,1.60,0.04 31 | 2016-02-19,7.43,7.47,7.38,7.42,-0.01,-0.13,301207,22360,1.21,0.02 32 | 2016-02-22,7.45,7.55,7.43,7.53,0.11,1.48,428600,32159,1.62,0.03 33 | 2016-02-23,7.57,7.58,7.46,7.48,-0.05,-0.66,398521,29987,1.59,0.02 34 | 2016-02-24,7.45,7.60,7.42,7.53,0.05,0.67,360778,27032,2.41,0.02 35 | 2016-02-25,7.52,7.52,7.07,7.08,-0.45,-5.98,692483,50412,5.98,0.04 36 | 2016-02-26,7.13,7.35,7.10,7.26,0.18,2.54,641395,46197,3.53,0.04 37 | 2016-02-29,7.21,7.30,7.08,7.28,0.02,0.28,654076,46966,3.03,0.04 38 | 2016-03-01,7.23,7.34,7.17,7.32,0.04,0.55,340791,24800,2.34,0.02 39 | 2016-03-02,7.32,7.55,7.31,7.54,0.22,3.01,711470,53092,3.28,0.04 40 | 2016-03-03,7.50,7.60,7.46,7.58,0.04,0.53,537666,40479,1.86,0.03 41 | 2016-03-04,7.57,7.85,7.52,7.82,0.24,3.17,1374701,106113,4.35,0.08 42 | 2016-03-07,7.75,7.85,7.73,7.78,-0.04,-0.51,499940,38921,1.53,0.03 43 | 2016-03-08,7.83,7.86,7.68,7.82,0.04,0.51,538072,41747,2.31,0.03 44 | 2016-03-09,7.70,7.82,7.48,7.80,-0.02,-0.26,731037,55858,4.35,0.05 45 | 2016-03-10,7.69,7.72,7.60,7.69,-0.11,-1.41,325180,24957,1.54,0.02 46 | 2016-03-11,7.60,7.71,7.56,7.69,0.00,0.00,296090,22634,1.95,0.02 47 | 2016-03-14,7.72,7.81,7.64,7.75,0.06,0.78,399277,30887,2.21,0.02 48 | 2016-03-15,7.78,7.82,7.70,7.79,0.04,0.52,397032,30801,1.55,0.02 49 | 2016-03-16,7.76,7.94,7.73,7.89,0.10,1.28,823524,64759,2.70,0.05 50 | 2016-03-17,7.89,7.91,7.82,7.88,-0.01,-0.13,373734,29382,1.14,0.02 51 | 2016-03-18,7.92,7.94,7.83,7.88,0.00,0.00,724579,57077,1.40,0.04 52 | 2016-03-21,7.88,7.90,7.82,7.85,-0.03,-0.38,883628,69398,1.02,0.05 53 | 2016-03-22,7.83,7.85,7.77,7.79,-0.06,-0.76,479554,37451,1.02,0.03 54 | 2016-03-23,7.79,7.81,7.74,7.78,-0.01,-0.13,312386,24278,0.90,0.02 55 | 2016-03-24,7.74,7.74,7.62,7.63,-0.15,-1.93,421638,32369,1.54,0.03 56 | 2016-03-25,7.63,7.65,7.56,7.63,0.00,0.00,336245,25591,1.18,0.02 57 | 2016-03-28,7.63,7.68,7.57,7.59,-0.04,-0.52,388355,29626,1.44,0.02 58 | 2016-03-29,7.58,7.61,7.46,7.48,-0.11,-1.45,466069,35016,1.98,0.03 59 | 2016-03-30,7.51,7.75,7.49,7.67,0.19,2.54,798940,61140,3.48,0.05 60 | 2016-03-31,7.65,7.68,7.60,7.61,-0.06,-0.78,466719,35613,1.04,0.03 61 | 2016-04-01,7.58,7.68,7.51,7.66,0.05,0.66,574414,43637,2.23,0.04 62 | 2016-04-05,7.61,7.68,7.56,7.66,0.00,0.00,493144,37627,1.57,0.03 63 | 2016-04-06,7.64,7.83,7.63,7.70,0.04,0.52,839982,64903,2.61,0.05 64 | 2016-04-07,7.72,7.73,7.58,7.61,-0.09,-1.17,484217,37036,1.95,0.03 65 | 2016-04-08,7.58,7.59,7.49,7.52,-0.09,-1.18,385975,29092,1.31,0.02 66 | 2016-04-11,7.56,7.66,7.55,7.64,0.12,1.60,514811,39261,1.46,0.03 67 | 2016-04-12,7.65,7.68,7.62,7.65,0.01,0.13,360600,27586,0.79,0.02 68 | 2016-04-13,7.70,7.84,7.69,7.79,0.14,1.83,858613,66793,1.96,0.05 69 | 2016-04-14,7.84,7.85,7.74,7.77,-0.02,-0.26,402957,31366,1.41,0.02 70 | 2016-04-15,7.80,7.80,7.72,7.75,-0.02,-0.26,243138,18841,1.03,0.02 71 | 2016-04-18,7.68,7.68,7.56,7.59,-0.16,-2.06,343820,26132,1.55,0.02 72 | 2016-04-19,7.63,7.66,7.56,7.65,0.06,0.79,275055,20920,1.32,0.02 73 | 2016-04-20,7.65,7.69,7.43,7.59,-0.06,-0.78,635918,47904,3.40,0.04 74 | 2016-04-21,7.52,7.64,7.52,7.57,-0.02,-0.26,361312,27424,1.58,0.02 75 | 2016-04-22,7.53,7.63,7.50,7.58,0.01,0.13,251020,18971,1.72,0.02 76 | 2016-04-25,7.55,7.58,7.47,7.56,-0.02,-0.26,204615,15397,1.45,0.01 77 | 2016-04-26,7.58,7.58,7.49,7.54,-0.02,-0.26,180850,13631,1.19,0.01 78 | 2016-04-27,7.56,7.59,7.52,7.53,-0.01,-0.13,208058,15723,0.93,0.01 79 | 2016-04-28,7.54,7.58,7.47,7.53,0.00,0.00,222569,16736,1.46,0.01 80 | 2016-04-29,7.45,7.49,7.38,7.42,-0.11,-1.46,374143,27800,1.46,0.02 81 | 2016-05-03,7.40,7.51,7.39,7.51,0.09,1.21,292456,21831,1.62,0.02 82 | 2016-05-04,7.48,7.51,7.43,7.46,-0.05,-0.67,213059,15899,1.07,0.01 83 | 2016-05-05,7.45,7.48,7.42,7.46,0.00,0.00,177455,13212,0.80,0.01 84 | 2016-05-06,7.46,7.46,7.34,7.34,-0.12,-1.61,327262,24187,1.61,0.02 85 | 2016-05-09,7.32,7.32,7.18,7.20,-0.14,-1.91,347541,25119,1.91,0.02 86 | 2016-05-10,7.18,7.22,7.16,7.19,-0.01,-0.14,137132,9860,0.83,0.01 87 | 2016-05-11,7.21,7.25,7.18,7.22,0.03,0.42,148519,10720,0.97,0.01 88 | 2016-05-12,7.21,7.21,7.14,7.20,-0.02,-0.28,172218,12349,0.97,0.01 89 | 2016-05-13,7.20,7.25,7.16,7.19,-0.01,-0.14,210406,15135,1.25,0.01 90 | 2016-05-16,7.17,7.20,7.12,7.20,0.01,0.14,132203,9475,1.11,0.01 91 | 2016-05-17,7.21,7.25,7.20,7.24,0.04,0.56,178868,12926,0.69,0.01 92 | 2016-05-18,7.21,7.22,7.11,7.20,-0.04,-0.55,288083,20628,1.52,0.02 93 | 2016-05-19,7.18,7.23,7.15,7.18,-0.02,-0.28,169519,12204,1.11,0.01 94 | 2016-05-20,7.17,7.21,7.15,7.21,0.03,0.42,87156,6262,0.84,0.01 95 | 2016-05-23,7.21,7.23,7.19,7.20,-0.01,-0.14,105591,7613,0.55,0.01 96 | 2016-05-24,7.19,7.22,7.15,7.22,0.02,0.28,149170,10711,0.97,0.01 97 | 2016-05-25,7.22,7.24,7.19,7.19,-0.03,-0.42,111170,8018,0.69,0.01 98 | 2016-05-26,7.21,7.25,7.15,7.22,0.03,0.42,143016,10305,1.39,0.01 99 | 2016-05-27,7.21,7.22,7.17,7.20,-0.02,-0.28,90752,6531,0.69,0.01 100 | 2016-05-30,7.22,7.24,7.17,7.23,0.03,0.42,133729,9650,0.97,0.01 101 | 2016-05-31,7.22,7.38,7.21,7.37,0.14,1.94,395318,28893,2.35,0.02 102 | 2016-06-01,7.36,7.37,7.32,7.32,-0.05,-0.68,225882,16582,0.68,0.01 103 | 2016-06-02,7.33,7.34,7.30,7.33,0.01,0.14,116684,8542,0.55,0.01 104 | 2016-06-03,7.34,7.38,7.30,7.36,0.03,0.41,246468,18097,1.09,0.02 105 | 2016-06-06,7.35,7.36,7.32,7.34,-0.02,-0.27,105351,7726,0.54,0.01 106 | 2016-06-07,7.35,7.35,7.31,7.33,-0.01,-0.14,79628,5837,0.55,0.00 107 | 2016-06-08,7.32,7.32,7.27,7.30,-0.01,-0.14,130984,9563,0.68,0.01 108 | 2016-06-13,7.26,7.39,7.18,7.19,-0.11,-1.51,242593,17605,2.88,0.02 109 | 2016-06-14,7.19,7.21,7.17,7.19,0.00,0.00,125601,9023,0.56,0.01 110 | 2016-06-15,7.16,7.23,7.13,7.22,0.03,0.42,154929,11146,1.39,0.01 111 | 2016-06-16,7.18,7.21,7.15,7.17,-0.05,-0.69,187591,13462,0.83,0.01 112 | 2016-06-17,7.17,7.25,7.16,7.20,0.03,0.42,186709,13448,1.26,0.01 113 | 2016-06-20,7.20,7.22,7.17,7.21,0.01,0.14,100365,7222,0.69,0.01 114 | 2016-06-21,7.21,7.25,7.18,7.19,-0.02,-0.28,130183,9393,0.97,0.01 115 | 2016-06-22,7.19,7.22,7.18,7.22,0.03,0.42,101384,7303,0.56,0.01 116 | 2016-06-23,7.22,7.23,7.16,7.18,-0.04,-0.55,117768,8473,0.97,0.01 117 | 2016-06-24,7.19,7.21,7.08,7.12,-0.06,-0.84,291304,20767,1.81,0.02 118 | 2016-06-27,7.08,7.16,7.08,7.14,0.02,0.28,154911,11045,1.12,0.01 119 | 2016-06-28,7.13,7.19,7.12,7.19,0.05,0.70,174337,12487,0.98,0.01 120 | 2016-06-29,7.19,7.23,7.18,7.22,0.03,0.42,172092,12396,0.70,0.01 121 | 2016-06-30,7.22,7.24,7.21,7.23,0.01,0.14,165720,11977,0.42,0.01 122 | 2016-07-01,7.22,7.24,7.19,7.22,-0.01,-0.14,174638,12606,0.69,0.01 123 | 2016-07-04,7.21,7.29,7.20,7.29,0.07,0.97,267340,19425,1.25,0.02 124 | 2016-07-05,7.29,7.31,7.26,7.30,0.01,0.14,233001,16984,0.69,0.01 125 | 2016-07-06,7.26,7.28,7.21,7.27,-0.03,-0.41,219806,15935,0.96,0.01 126 | 2016-07-07,7.26,7.30,7.23,7.29,0.02,0.28,212190,15422,0.96,0.01 127 | 2016-07-08,7.26,7.27,7.23,7.25,-0.04,-0.55,132076,9576,0.55,0.01 128 | 2016-07-11,7.24,7.31,7.23,7.28,0.03,0.41,254846,18556,1.10,0.02 129 | 2016-07-12,7.27,7.38,7.25,7.37,0.09,1.24,491313,35984,1.79,0.03 130 | 2016-07-13,7.37,7.44,7.35,7.41,0.04,0.54,372636,27593,1.22,0.02 131 | 2016-07-14,7.38,7.40,7.35,7.37,-0.04,-0.54,192009,14148,0.67,0.01 132 | 2016-07-15,7.37,7.41,7.36,7.38,0.01,0.14,178135,13161,0.68,0.01 133 | 2016-07-18,7.37,7.40,7.35,7.38,0.00,0.00,180941,13338,0.68,0.01 134 | 2016-07-19,7.36,7.37,7.32,7.35,-0.03,-0.41,149149,10950,0.68,0.01 135 | 2016-07-20,7.33,7.37,7.32,7.32,-0.03,-0.41,121135,8888,0.68,0.01 136 | 2016-07-21,7.32,7.37,7.31,7.34,0.02,0.27,119943,8800,0.82,0.01 137 | 2016-07-22,7.34,7.34,7.28,7.29,-0.05,-0.68,159621,11646,0.82,0.01 138 | 2016-07-25,7.29,7.31,7.26,7.28,-0.01,-0.14,107281,7814,0.69,0.01 139 | 2016-07-26,7.28,7.33,7.28,7.33,0.05,0.69,111686,8162,0.69,0.01 140 | 2016-07-27,7.33,7.34,7.19,7.23,-0.10,-1.36,284834,20637,2.05,0.02 141 | 2016-07-28,7.22,7.23,7.19,7.22,-0.01,-0.14,189588,13674,0.55,0.01 142 | 2016-07-29,7.21,7.23,7.20,7.22,0.00,0.00,116170,8385,0.42,0.01 143 | 2016-08-01,7.21,7.23,7.17,7.22,0.00,0.00,133952,9637,0.83,0.01 144 | 2016-08-02,7.20,7.24,7.19,7.24,0.02,0.28,123093,8886,0.69,0.01 145 | 2016-08-03,7.21,7.23,7.19,7.22,-0.02,-0.28,103749,7485,0.55,0.01 146 | 2016-08-04,7.23,7.24,7.19,7.24,0.02,0.28,124084,8951,0.69,0.01 147 | 2016-08-05,7.23,7.25,7.21,7.24,0.00,0.00,129719,9383,0.55,0.01 148 | 2016-08-08,7.24,7.26,7.21,7.26,0.02,0.28,152230,11025,0.69,0.01 149 | 2016-08-09,7.26,7.29,7.22,7.28,0.02,0.28,164700,11974,0.96,0.01 150 | 2016-08-10,7.28,7.29,7.26,7.27,-0.01,-0.14,114816,8351,0.41,0.01 151 | 2016-08-11,7.27,7.30,7.26,7.30,0.03,0.41,226075,16466,0.55,0.01 152 | 2016-08-12,7.30,7.35,7.27,7.34,0.04,0.55,296878,21701,1.10,0.02 153 | 2016-08-15,7.35,7.46,7.33,7.45,0.11,1.50,549700,40724,1.77,0.03 154 | 2016-08-16,7.45,7.46,7.40,7.42,-0.03,-0.40,334813,24867,0.81,0.02 155 | 2016-08-17,7.42,7.44,7.40,7.42,0.00,0.00,202916,15061,0.54,0.01 156 | 2016-08-18,7.41,7.44,7.38,7.39,-0.03,-0.40,214121,15865,0.81,0.01 157 | 2016-08-19,7.41,7.46,7.39,7.41,0.02,0.27,279880,20770,0.95,0.02 158 | 2016-08-22,7.41,7.45,7.40,7.42,0.01,0.14,249024,18491,0.67,0.02 159 | 2016-08-23,7.41,7.43,7.39,7.42,0.00,0.00,187156,13874,0.54,0.01 160 | 2016-08-24,7.41,7.44,7.40,7.43,0.01,0.13,148676,11035,0.54,0.01 161 | 2016-08-25,7.41,7.42,7.37,7.41,-0.02,-0.27,237131,17515,0.67,0.01 162 | 2016-08-26,7.40,7.43,7.39,7.40,-0.01,-0.14,163733,12127,0.54,0.01 163 | 2016-08-29,7.39,7.43,7.37,7.42,0.02,0.27,163822,12127,0.81,0.01 164 | 2016-08-30,7.42,7.52,7.39,7.49,0.07,0.94,456700,34095,1.75,0.03 165 | 2016-08-31,7.49,7.54,7.47,7.54,0.05,0.67,355170,26669,0.93,0.02 166 | 2016-09-01,7.52,7.54,7.48,7.49,-0.05,-0.66,237877,17860,0.80,0.01 167 | 2016-09-02,7.48,7.50,7.45,7.47,-0.02,-0.27,156727,11716,0.67,0.01 168 | 2016-09-05,7.47,7.52,7.45,7.50,0.03,0.40,178188,13332,0.94,0.01 169 | 2016-09-06,7.49,7.50,7.46,7.49,-0.01,-0.13,135992,10168,0.53,0.01 170 | 2016-09-07,7.48,7.51,7.47,7.49,0.00,0.00,166132,12444,0.53,0.01 171 | 2016-09-08,7.50,7.50,7.45,7.46,-0.03,-0.40,110170,8225,0.67,0.01 172 | 2016-09-09,7.47,7.48,7.40,7.42,-0.04,-0.54,174065,12957,1.07,0.01 173 | 2016-09-12,7.37,7.38,7.26,7.31,-0.11,-1.48,358063,26152,1.62,0.02 174 | 2016-09-13,7.30,7.31,7.26,7.29,-0.02,-0.27,192731,14036,0.68,0.01 175 | 2016-09-14,7.27,7.30,7.26,7.28,-0.01,-0.14,191952,13958,0.55,0.01 176 | 2016-09-19,7.27,7.29,7.26,7.28,0.00,0.00,207369,15077,0.41,0.01 177 | 2016-09-20,7.28,7.28,7.25,7.27,-0.01,-0.14,132268,9601,0.41,0.01 178 | 2016-09-21,7.26,7.26,7.23,7.26,0.01,0.14,86712,6285,0.41,0.01 179 | 2016-09-22,7.27,7.28,7.26,7.26,0.00,0.00,169546,12326,0.28,0.01 180 | 2016-09-23,7.27,7.28,7.25,7.27,0.01,0.14,112949,8207,0.41,0.01 181 | 2016-09-26,7.25,7.25,7.18,7.19,-0.08,-1.10,253114,18257,0.96,0.02 182 | 2016-09-27,7.19,7.22,7.16,7.21,0.02,0.28,146268,10511,0.83,0.01 183 | 2016-09-28,7.21,7.21,7.18,7.19,-0.02,-0.28,80178,5763,0.42,0.01 184 | 2016-09-29,7.23,7.27,7.23,7.23,0.04,0.56,183507,13301,0.56,0.01 185 | 2016-09-30,7.23,7.24,7.21,7.22,-0.01,-0.14,140295,10133,0.41,0.01 186 | 2016-10-10,7.33,7.33,7.27,7.29,0.07,0.97,244554,17844,0.83,0.02 187 | 2016-10-11,7.31,7.33,7.29,7.31,0.02,0.27,186896,13662,0.55,0.01 188 | 2016-10-12,7.29,7.31,7.28,7.30,-0.01,-0.14,131392,9580,0.41,0.01 189 | 2016-10-13,7.30,7.31,7.27,7.28,-0.02,-0.27,132149,9631,0.55,0.01 190 | 2016-10-14,7.28,7.30,7.26,7.30,0.02,0.27,172255,12526,0.55,0.01 191 | 2016-10-17,7.29,7.30,7.25,7.26,-0.04,-0.55,162076,11793,0.68,0.01 192 | 2016-10-18,7.25,7.35,7.25,7.33,0.07,0.96,260049,18985,1.38,0.02 193 | 2016-10-19,7.33,7.36,7.31,7.33,0.00,0.00,211336,15505,0.68,0.01 194 | 2016-10-20,7.34,7.36,7.31,7.34,0.01,0.14,283310,20775,0.68,0.02 195 | 2016-10-21,7.32,7.37,7.31,7.36,0.02,0.27,272688,20032,0.82,0.02 196 | 2016-10-24,7.37,7.46,7.34,7.43,0.07,0.95,558896,41455,1.63,0.03 197 | 2016-10-25,7.41,7.43,7.38,7.39,-0.04,-0.54,250160,18512,0.67,0.02 198 | 2016-10-26,7.40,7.41,7.35,7.38,-0.01,-0.14,139078,10261,0.81,0.01 199 | 2016-10-27,7.37,7.40,7.35,7.37,-0.01,-0.14,135416,9969,0.68,0.01 200 | 2016-10-28,7.36,7.40,7.36,7.38,0.01,0.14,189581,13980,0.54,0.01 201 | 2016-10-31,7.35,7.36,7.29,7.34,-0.04,-0.54,213820,15639,0.95,0.01 202 | 2016-11-01,7.32,7.34,7.30,7.33,-0.01,-0.14,170665,12489,0.55,0.01 203 | 2016-11-02,7.31,7.33,7.26,7.28,-0.05,-0.68,211376,15392,0.96,0.01 204 | 2016-11-03,7.26,7.31,7.24,7.29,0.01,0.14,165506,12054,0.96,0.01 205 | 2016-11-04,7.28,7.31,7.26,7.26,-0.03,-0.41,184316,13422,0.69,0.01 206 | 2016-11-07,7.26,7.31,7.25,7.29,0.03,0.41,180578,13152,0.83,0.01 207 | 2016-11-08,7.30,7.32,7.30,7.32,0.03,0.41,205222,15003,0.27,0.01 208 | 2016-11-09,7.32,7.32,7.25,7.28,-0.04,-0.55,216469,15759,0.96,0.01 209 | 2016-11-10,7.30,7.35,7.28,7.34,0.06,0.82,360410,26400,0.96,0.02 210 | 2016-11-11,7.32,7.43,7.31,7.40,0.06,0.82,472755,34912,1.63,0.03 211 | 2016-11-14,7.38,7.46,7.37,7.44,0.04,0.54,496170,36804,1.22,0.03 212 | 2016-11-15,7.42,7.47,7.40,7.42,-0.02,-0.27,342826,25480,0.94,0.02 213 | 2016-11-16,7.43,7.44,7.38,7.43,0.01,0.13,272181,20174,0.81,0.02 214 | -------------------------------------------------------------------------------- /dataWithName/601939建设银行.csv: -------------------------------------------------------------------------------- 1 | 日期,开盘价,最高价,最低价,收盘价,涨跌额,涨跌幅,成交量,成交金额,振幅,换手率 2 | 2016-01-04,5.77,5.78,5.57,5.60,-0.18,-3.11,610415,34513,3.63,0.64 3 | 2016-01-05,5.52,5.66,5.50,5.58,-0.02,-0.36,654196,36487,2.86,0.68 4 | 2016-01-06,5.58,5.64,5.56,5.64,0.06,1.08,493285,27663,1.43,0.51 5 | 2016-01-07,5.60,5.61,5.47,5.49,-0.15,-2.66,159018,8778,2.48,0.17 6 | 2016-01-08,5.58,5.63,5.45,5.54,0.05,0.91,845955,47055,3.28,0.88 7 | 2016-01-11,5.49,5.52,5.29,5.30,-0.24,-4.33,890531,48358,4.15,0.93 8 | 2016-01-12,5.34,5.37,5.26,5.27,-0.03,-0.57,534471,28396,2.08,0.56 9 | 2016-01-13,5.34,5.34,5.19,5.20,-0.07,-1.33,494774,26050,2.85,0.52 10 | 2016-01-14,5.10,5.23,5.07,5.21,0.01,0.19,655227,33678,3.08,0.68 11 | 2016-01-15,5.18,5.18,5.06,5.09,-0.12,-2.30,617509,31593,2.30,0.64 12 | 2016-01-18,5.02,5.09,5.02,5.04,-0.05,-0.98,611951,30931,1.38,0.64 13 | 2016-01-19,5.05,5.19,5.05,5.15,0.11,2.18,512199,26229,2.78,0.53 14 | 2016-01-20,5.13,5.15,5.05,5.09,-0.06,-1.17,546003,27809,1.94,0.57 15 | 2016-01-21,5.06,5.17,5.03,5.03,-0.06,-1.18,560594,28487,2.75,0.58 16 | 2016-01-22,5.07,5.08,5.01,5.05,0.02,0.40,418712,21130,1.39,0.44 17 | 2016-01-25,5.05,5.08,5.01,5.07,0.02,0.40,520329,26250,1.39,0.54 18 | 2016-01-26,5.05,5.06,4.87,4.87,-0.20,-3.94,826394,41080,3.75,0.86 19 | 2016-01-27,4.93,4.93,4.76,4.83,-0.04,-0.82,910873,44036,3.49,0.95 20 | 2016-01-28,4.82,4.82,4.72,4.75,-0.08,-1.66,509785,24300,2.07,0.53 21 | 2016-01-29,4.75,4.85,4.72,4.81,0.06,1.26,1048269,50229,2.74,1.09 22 | 2016-02-01,4.80,4.80,4.66,4.70,-0.11,-2.29,870188,41033,2.91,0.91 23 | 2016-02-02,4.70,4.76,4.68,4.73,0.03,0.64,565088,26736,1.70,0.59 24 | 2016-02-03,4.70,4.71,4.64,4.68,-0.05,-1.06,601337,28048,1.48,0.63 25 | 2016-02-04,4.68,4.73,4.68,4.71,0.03,0.64,641905,30196,1.07,0.67 26 | 2016-02-05,4.71,4.72,4.68,4.69,-0.02,-0.42,546961,25663,0.85,0.57 27 | 2016-02-15,4.60,4.65,4.56,4.62,-0.07,-1.49,574523,26454,1.92,0.60 28 | 2016-02-16,4.64,4.76,4.63,4.73,0.11,2.38,1005670,47296,2.81,1.05 29 | 2016-02-17,4.72,4.74,4.68,4.73,0.00,0.00,1119817,52780,1.27,1.17 30 | 2016-02-18,4.74,4.75,4.71,4.72,-0.01,-0.21,1094078,51795,0.85,1.14 31 | 2016-02-19,4.72,4.73,4.68,4.69,-0.03,-0.64,750365,35278,1.06,0.78 32 | 2016-02-22,4.71,4.84,4.70,4.78,0.09,1.92,1491860,71059,2.99,1.56 33 | 2016-02-23,4.78,4.78,4.69,4.73,-0.05,-1.05,978000,46298,1.88,1.02 34 | 2016-02-24,4.71,4.76,4.70,4.73,0.00,0.00,757957,35803,1.27,0.79 35 | 2016-02-25,4.73,4.73,4.54,4.57,-0.16,-3.38,1704016,79569,4.02,1.78 36 | 2016-02-26,4.59,4.66,4.57,4.62,0.05,1.09,889280,40911,1.97,0.93 37 | 2016-02-29,4.61,4.61,4.40,4.53,-0.09,-1.95,1380449,61988,4.55,1.44 38 | 2016-03-01,4.54,4.60,4.50,4.57,0.04,0.88,1026074,46654,2.21,1.07 39 | 2016-03-02,4.58,4.71,4.55,4.70,0.13,2.84,1547893,71783,3.50,1.61 40 | 2016-03-03,4.70,4.73,4.67,4.71,0.01,0.21,1634960,76845,1.28,1.70 41 | 2016-03-04,4.70,4.89,4.68,4.84,0.13,2.76,3215620,154446,4.46,3.35 42 | 2016-03-07,4.82,4.85,4.79,4.81,-0.03,-0.62,1662632,80076,1.24,1.73 43 | 2016-03-08,4.82,4.82,4.69,4.79,-0.02,-0.42,1753512,83075,2.70,1.83 44 | 2016-03-09,4.75,4.79,4.71,4.77,-0.02,-0.42,1336452,63428,1.67,1.39 45 | 2016-03-10,4.76,4.83,4.75,4.76,-0.01,-0.21,1424959,68318,1.68,1.49 46 | 2016-03-11,4.75,4.78,4.71,4.76,0.00,0.00,1073840,50930,1.47,1.12 47 | 2016-03-14,4.77,4.86,4.75,4.80,0.04,0.84,1407105,67714,2.31,1.47 48 | 2016-03-15,4.79,4.83,4.76,4.81,0.01,0.21,791990,37959,1.46,0.83 49 | 2016-03-16,4.79,4.88,4.79,4.86,0.05,1.04,1901413,92160,1.87,1.98 50 | 2016-03-17,4.85,4.89,4.84,4.87,0.01,0.21,1420770,69128,1.03,1.48 51 | 2016-03-18,4.87,4.90,4.85,4.86,-0.01,-0.21,2132028,103832,1.03,2.22 52 | 2016-03-21,4.88,4.95,4.86,4.90,0.04,0.82,1680096,82344,1.85,1.75 53 | 2016-03-22,4.90,4.94,4.88,4.89,-0.01,-0.20,936115,45939,1.22,0.98 54 | 2016-03-23,4.89,4.91,4.86,4.88,-0.01,-0.20,579014,28241,1.02,0.60 55 | 2016-03-24,4.86,4.87,4.82,4.83,-0.05,-1.02,867511,41971,1.02,0.90 56 | 2016-03-25,4.82,4.85,4.82,4.84,0.01,0.21,505127,24431,0.62,0.53 57 | 2016-03-28,4.85,4.86,4.80,4.82,-0.02,-0.41,1028580,49653,1.24,1.07 58 | 2016-03-29,4.82,4.84,4.79,4.81,-0.01,-0.21,923048,44446,1.04,0.96 59 | 2016-03-30,4.82,4.91,4.82,4.90,0.09,1.87,1740819,84818,1.87,1.81 60 | 2016-03-31,4.90,4.91,4.83,4.85,-0.05,-1.02,2124445,103233,1.63,2.21 61 | 2016-04-01,4.84,4.85,4.79,4.84,-0.01,-0.21,1540178,74269,1.24,1.61 62 | 2016-04-05,4.82,4.86,4.80,4.85,0.01,0.21,1482446,71631,1.24,1.55 63 | 2016-04-06,4.83,4.85,4.82,4.83,-0.02,-0.41,1102434,53291,0.62,1.15 64 | 2016-04-07,4.84,4.85,4.78,4.78,-0.05,-1.04,1303618,62653,1.45,1.36 65 | 2016-04-08,4.78,4.78,4.74,4.76,-0.02,-0.42,1133993,54002,0.84,1.18 66 | 2016-04-11,4.76,4.82,4.76,4.80,0.04,0.84,1223920,58703,1.26,1.28 67 | 2016-04-12,4.80,4.80,4.76,4.78,-0.02,-0.42,837588,39998,0.83,0.87 68 | 2016-04-13,4.79,4.86,4.79,4.82,0.04,0.84,2154649,104026,1.46,2.25 69 | 2016-04-14,4.83,4.85,4.80,4.83,0.01,0.21,998004,48119,1.04,1.04 70 | 2016-04-15,4.83,4.85,4.81,4.83,0.00,0.00,1290803,62291,0.83,1.35 71 | 2016-04-18,4.82,4.82,4.77,4.78,-0.05,-1.04,1076710,51587,1.04,1.12 72 | 2016-04-19,4.80,4.80,4.76,4.78,0.00,0.00,783752,37415,0.84,0.82 73 | 2016-04-20,4.79,4.79,4.65,4.70,-0.08,-1.67,2361906,111192,2.93,2.46 74 | 2016-04-21,4.69,4.72,4.68,4.69,-0.01,-0.21,1062874,49916,0.85,1.11 75 | 2016-04-22,4.68,4.71,4.67,4.70,0.01,0.21,771021,36185,0.85,0.80 76 | 2016-04-25,4.70,4.70,4.66,4.69,-0.01,-0.21,836316,39135,0.85,0.87 77 | 2016-04-26,4.69,4.70,4.67,4.70,0.01,0.21,680815,31913,0.64,0.71 78 | 2016-04-27,4.70,4.71,4.68,4.68,-0.02,-0.43,629437,29558,0.64,0.66 79 | 2016-04-28,4.69,4.72,4.68,4.70,0.02,0.43,1126189,52916,0.85,1.17 80 | 2016-04-29,4.69,4.70,4.67,4.69,-0.01,-0.21,731674,34282,0.64,0.76 81 | 2016-05-03,4.70,4.75,4.69,4.74,0.05,1.07,1401527,66233,1.28,1.46 82 | 2016-05-04,4.73,4.74,4.70,4.72,-0.02,-0.42,1166366,55046,0.84,1.22 83 | 2016-05-05,4.72,4.75,4.70,4.74,0.02,0.42,854001,40383,1.06,0.89 84 | 2016-05-06,4.74,4.75,4.69,4.69,-0.05,-1.05,1003159,47317,1.27,1.05 85 | 2016-05-09,4.70,4.70,4.64,4.65,-0.04,-0.85,1017917,47485,1.28,1.06 86 | 2016-05-10,4.64,4.71,4.64,4.69,0.04,0.86,942988,44145,1.51,0.98 87 | 2016-05-11,4.69,4.72,4.66,4.70,0.01,0.21,705351,33102,1.28,0.74 88 | 2016-05-12,4.69,4.70,4.66,4.69,-0.01,-0.21,580070,27120,0.85,0.60 89 | 2016-05-13,4.68,4.70,4.67,4.69,0.00,0.00,993853,46550,0.64,1.04 90 | 2016-05-16,4.68,4.71,4.67,4.70,0.01,0.21,540094,25336,0.85,0.56 91 | 2016-05-17,4.70,4.71,4.68,4.69,-0.01,-0.21,408688,19167,0.64,0.43 92 | 2016-05-18,4.69,4.69,4.66,4.69,0.00,0.00,775443,36248,0.64,0.81 93 | 2016-05-19,4.68,4.71,4.67,4.70,0.01,0.21,545224,25586,0.85,0.57 94 | 2016-05-20,4.69,4.72,4.68,4.71,0.01,0.21,657951,30927,0.85,0.69 95 | 2016-05-23,4.71,4.74,4.70,4.74,0.03,0.64,524420,24814,0.85,0.55 96 | 2016-05-24,4.74,4.76,4.73,4.75,0.01,0.21,602541,28594,0.63,0.63 97 | 2016-05-25,4.75,4.77,4.74,4.76,0.01,0.21,599844,28514,0.63,0.63 98 | 2016-05-26,4.75,4.77,4.74,4.77,0.01,0.21,681569,32413,0.63,0.71 99 | 2016-05-27,4.77,4.79,4.76,4.78,0.01,0.21,442170,21112,0.63,0.46 100 | 2016-05-30,4.78,4.80,4.76,4.80,0.02,0.42,762080,36458,0.84,0.79 101 | 2016-05-31,4.79,4.90,4.79,4.88,0.08,1.67,1727873,83930,2.29,1.80 102 | 2016-06-01,4.87,4.88,4.85,4.87,-0.01,-0.20,955246,46510,0.61,1.00 103 | 2016-06-02,4.86,4.87,4.85,4.87,0.00,0.00,470532,22878,0.41,0.49 104 | 2016-06-03,4.88,4.91,4.86,4.90,0.03,0.62,790441,38610,1.03,0.82 105 | 2016-06-06,4.89,4.94,4.89,4.93,0.03,0.61,810973,39839,1.02,0.85 106 | 2016-06-07,4.93,4.97,4.93,4.95,0.02,0.41,847966,41959,0.81,0.88 107 | 2016-06-08,4.96,4.96,4.88,4.91,-0.04,-0.81,775988,38142,1.62,0.81 108 | 2016-06-13,4.88,4.92,4.87,4.87,-0.04,-0.81,830359,40632,1.02,0.87 109 | 2016-06-14,4.87,4.91,4.86,4.91,0.04,0.82,651321,31914,1.03,0.68 110 | 2016-06-15,4.88,4.92,4.87,4.90,-0.01,-0.20,564086,27607,1.02,0.59 111 | 2016-06-16,4.89,4.90,4.88,4.89,-0.01,-0.20,585290,28622,0.41,0.61 112 | 2016-06-17,4.89,4.91,4.88,4.90,0.01,0.20,414233,20290,0.61,0.43 113 | 2016-06-20,4.91,4.93,4.89,4.92,0.02,0.41,438169,21505,0.82,0.46 114 | 2016-06-21,4.92,4.96,4.91,4.94,0.02,0.41,557755,27512,1.02,0.58 115 | 2016-06-22,4.94,4.97,4.91,4.97,0.03,0.61,1065332,52677,1.21,1.11 116 | 2016-06-23,4.97,5.01,4.96,5.01,0.04,0.80,881525,44004,1.01,0.92 117 | 2016-06-24,5.00,5.02,4.91,4.96,-0.05,-1.00,937330,46620,2.20,0.98 118 | 2016-06-27,4.96,4.99,4.94,4.99,0.03,0.60,689606,34204,1.01,0.72 119 | 2016-06-28,4.98,5.00,4.97,5.00,0.01,0.20,863720,43067,0.60,0.90 120 | 2016-06-29,5.00,5.01,4.98,5.01,0.01,0.20,1320042,65920,0.60,1.38 121 | 2016-06-30,4.73,4.76,4.71,4.75,0.01,0.21,1305557,61781,1.05,1.36 122 | 2016-07-01,4.75,4.77,4.74,4.76,0.01,0.21,578879,27547,0.63,0.60 123 | 2016-07-04,4.76,4.82,4.75,4.80,0.04,0.84,903210,43301,1.47,0.94 124 | 2016-07-05,4.79,4.81,4.78,4.81,0.01,0.21,818994,39247,0.63,0.85 125 | 2016-07-06,4.80,4.82,4.79,4.81,0.00,0.00,652292,31349,0.62,0.68 126 | 2016-07-07,4.81,4.82,4.79,4.81,0.00,0.00,495878,23807,0.62,0.52 127 | 2016-07-08,4.80,4.81,4.75,4.75,-0.06,-1.25,539204,25724,1.25,0.56 128 | 2016-07-11,4.76,4.82,4.75,4.80,0.05,1.05,861183,41336,1.47,0.90 129 | 2016-07-12,4.81,4.99,4.80,4.95,0.15,3.13,1688653,82599,3.96,1.76 130 | 2016-07-13,4.97,5.14,4.97,5.06,0.11,2.22,1815161,91963,3.43,1.89 131 | 2016-07-14,5.04,5.08,5.00,5.01,-0.05,-0.99,618017,31031,1.58,0.64 132 | 2016-07-15,5.03,5.10,5.01,5.09,0.08,1.60,805618,40857,1.80,0.84 133 | 2016-07-18,5.09,5.19,5.09,5.18,0.09,1.77,1575050,81195,1.96,1.64 134 | 2016-07-19,5.18,5.19,5.10,5.13,-0.05,-0.97,636623,32692,1.74,0.66 135 | 2016-07-20,5.13,5.13,5.04,5.05,-0.08,-1.56,653859,33169,1.75,0.68 136 | 2016-07-21,5.04,5.11,5.03,5.07,0.02,0.40,633489,32154,1.58,0.66 137 | 2016-07-22,5.07,5.07,5.00,5.02,-0.05,-0.99,460083,23161,1.38,0.48 138 | 2016-07-25,5.02,5.08,5.01,5.03,0.01,0.20,574037,28898,1.39,0.60 139 | 2016-07-26,5.02,5.10,5.01,5.08,0.05,0.99,583591,29483,1.79,0.61 140 | 2016-07-27,5.08,5.09,4.95,5.05,-0.03,-0.59,1085913,54534,2.76,1.13 141 | 2016-07-28,5.03,5.05,5.01,5.03,-0.02,-0.40,576019,28951,0.79,0.60 142 | 2016-07-29,5.02,5.07,5.02,5.06,0.03,0.60,574778,29024,0.99,0.60 143 | 2016-08-01,5.06,5.10,5.04,5.09,0.03,0.59,659155,33448,1.19,0.69 144 | 2016-08-02,5.09,5.10,5.06,5.09,0.00,0.00,402822,20464,0.79,0.42 145 | 2016-08-03,5.07,5.09,5.04,5.06,-0.03,-0.59,346473,17547,0.98,0.36 146 | 2016-08-04,5.06,5.07,5.01,5.03,-0.03,-0.59,606912,30514,1.19,0.63 147 | 2016-08-05,5.03,5.06,5.02,5.05,0.02,0.40,472872,23853,0.80,0.49 148 | 2016-08-08,5.05,5.08,5.04,5.08,0.03,0.59,542414,27488,0.79,0.57 149 | 2016-08-09,5.08,5.12,5.07,5.10,0.02,0.39,641745,32682,0.98,0.67 150 | 2016-08-10,5.11,5.12,5.08,5.11,0.01,0.20,562541,28708,0.78,0.59 151 | 2016-08-11,5.10,5.23,5.10,5.19,0.08,1.57,1447959,75212,2.54,1.51 152 | 2016-08-12,5.20,5.36,5.19,5.35,0.16,3.08,1518504,80364,3.28,1.58 153 | 2016-08-15,5.38,5.54,5.34,5.46,0.11,2.06,1651120,89978,3.74,1.72 154 | 2016-08-16,5.46,5.47,5.29,5.33,-0.13,-2.38,1965568,105102,3.30,2.05 155 | 2016-08-17,5.32,5.33,5.25,5.29,-0.04,-0.75,812420,42958,1.50,0.85 156 | 2016-08-18,5.29,5.31,5.23,5.26,-0.03,-0.57,767117,40402,1.51,0.80 157 | 2016-08-19,5.26,5.27,5.23,5.27,0.01,0.19,540054,28355,0.76,0.56 158 | 2016-08-22,5.26,5.31,5.24,5.29,0.02,0.38,699042,36828,1.33,0.73 159 | 2016-08-23,5.27,5.35,5.27,5.34,0.05,0.95,778578,41454,1.51,0.81 160 | 2016-08-24,5.33,5.34,5.29,5.32,-0.02,-0.37,543587,28906,0.94,0.57 161 | 2016-08-25,5.32,5.36,5.30,5.33,0.01,0.19,774670,41281,1.13,0.81 162 | 2016-08-26,5.33,5.34,5.26,5.27,-0.06,-1.13,641057,33904,1.50,0.67 163 | 2016-08-29,5.27,5.28,5.21,5.24,-0.03,-0.57,686487,35962,1.33,0.72 164 | 2016-08-30,5.24,5.27,5.24,5.26,0.02,0.38,779900,40995,0.57,0.81 165 | 2016-08-31,5.26,5.28,5.24,5.27,0.01,0.19,583026,30698,0.76,0.61 166 | 2016-09-01,5.27,5.33,5.26,5.30,0.03,0.57,739653,39134,1.33,0.77 167 | 2016-09-02,5.28,5.34,5.26,5.30,0.00,0.00,928410,49212,1.51,0.97 168 | 2016-09-05,5.30,5.31,5.29,5.31,0.01,0.19,690121,36571,0.38,0.72 169 | 2016-09-06,5.31,5.33,5.28,5.30,-0.01,-0.19,748188,39720,0.94,0.78 170 | 2016-09-07,5.30,5.31,5.27,5.28,-0.02,-0.38,627642,33223,0.75,0.65 171 | 2016-09-08,5.29,5.29,5.25,5.28,0.00,0.00,458808,24183,0.76,0.48 172 | 2016-09-09,5.27,5.30,5.25,5.26,-0.02,-0.38,541276,28576,0.95,0.56 173 | 2016-09-12,5.23,5.24,5.14,5.16,-0.10,-1.90,1053320,54570,1.90,1.10 174 | 2016-09-13,5.17,5.18,5.15,5.17,0.01,0.19,399522,20646,0.58,0.42 175 | 2016-09-14,5.16,5.17,5.12,5.13,-0.04,-0.77,758321,38989,0.97,0.79 176 | 2016-09-19,5.13,5.17,5.13,5.17,0.04,0.78,567657,29223,0.78,0.59 177 | 2016-09-20,5.16,5.16,5.13,5.15,-0.02,-0.39,389649,20033,0.58,0.41 178 | 2016-09-21,5.15,5.19,5.14,5.17,0.02,0.39,334687,17286,0.97,0.35 179 | 2016-09-22,5.19,5.23,5.17,5.21,0.04,0.77,535466,27862,1.16,0.56 180 | 2016-09-23,5.21,5.24,5.20,5.23,0.02,0.38,375620,19638,0.77,0.39 181 | 2016-09-26,5.23,5.24,5.15,5.16,-0.07,-1.34,700785,36368,1.72,0.73 182 | 2016-09-27,5.15,5.19,5.13,5.19,0.03,0.58,416719,21497,1.16,0.43 183 | 2016-09-28,5.18,5.18,5.14,5.15,-0.04,-0.77,334095,17261,0.77,0.35 184 | 2016-09-29,5.16,5.19,5.15,5.17,0.02,0.39,416334,21531,0.78,0.43 185 | 2016-09-30,5.16,5.21,5.16,5.18,0.01,0.19,323297,16760,0.97,0.34 186 | 2016-10-10,5.19,5.22,5.19,5.21,0.03,0.58,490213,25530,0.58,0.51 187 | 2016-10-11,5.22,5.22,5.19,5.21,0.00,0.00,480474,25020,0.58,0.50 188 | 2016-10-12,5.20,5.20,5.16,5.18,-0.03,-0.58,475956,24653,0.77,0.50 189 | 2016-10-13,5.18,5.19,5.13,5.16,-0.02,-0.39,745603,38417,1.16,0.78 190 | 2016-10-14,5.15,5.16,5.13,5.16,0.00,0.00,573573,29477,0.58,0.60 191 | 2016-10-17,5.17,5.17,5.12,5.14,-0.02,-0.39,491813,25305,0.97,0.51 192 | 2016-10-18,5.12,5.17,5.12,5.17,0.03,0.58,501518,25816,0.97,0.52 193 | 2016-10-19,5.17,5.21,5.16,5.18,0.01,0.19,537588,27890,0.97,0.56 194 | 2016-10-20,5.18,5.19,5.16,5.18,0.00,0.00,361665,18728,0.58,0.38 195 | 2016-10-21,5.17,5.20,5.17,5.20,0.02,0.39,383756,19893,0.58,0.40 196 | 2016-10-24,5.20,5.30,5.20,5.28,0.08,1.54,1119055,58885,1.92,1.17 197 | 2016-10-25,5.28,5.29,5.25,5.29,0.01,0.19,482914,25462,0.76,0.50 198 | 2016-10-26,5.28,5.29,5.24,5.25,-0.04,-0.76,429668,22599,0.95,0.45 199 | 2016-10-27,5.24,5.25,5.21,5.23,-0.02,-0.38,331829,17346,0.76,0.35 200 | 2016-10-28,5.23,5.29,5.22,5.26,0.03,0.57,697747,36753,1.34,0.73 201 | 2016-10-31,5.25,5.27,5.22,5.26,0.00,0.00,346050,18174,0.95,0.36 202 | 2016-11-01,5.25,5.30,5.25,5.29,0.03,0.57,456870,24119,0.95,0.48 203 | 2016-11-02,5.28,5.28,5.24,5.26,-0.03,-0.57,537598,28269,0.76,0.56 204 | 2016-11-03,5.25,5.30,5.24,5.29,0.03,0.57,599308,31628,1.14,0.62 205 | 2016-11-04,5.28,5.31,5.23,5.25,-0.04,-0.76,777567,40960,1.51,0.81 206 | 2016-11-07,5.24,5.27,5.23,5.25,0.00,0.00,528669,27744,0.76,0.55 207 | 2016-11-08,5.26,5.32,5.26,5.30,0.05,0.95,1105835,58529,1.14,1.15 208 | 2016-11-09,5.30,5.30,5.21,5.27,-0.03,-0.57,1030526,54243,1.70,1.07 209 | 2016-11-10,5.29,5.32,5.28,5.31,0.04,0.76,552053,29254,0.76,0.58 210 | 2016-11-11,5.30,5.32,5.28,5.32,0.01,0.19,616989,32738,0.75,0.64 211 | 2016-11-14,5.30,5.34,5.29,5.33,0.01,0.19,950989,50576,0.94,0.99 212 | 2016-11-15,5.32,5.34,5.28,5.31,-0.02,-0.38,1071298,56917,1.13,1.12 213 | 2016-11-16,5.32,5.32,5.28,5.31,0.00,0.00,577149,30586,0.75,0.60 214 | -------------------------------------------------------------------------------- /stock2csv.py: -------------------------------------------------------------------------------- 1 | # coding:utf-8 2 | import requests 3 | from bs4 import BeautifulSoup 4 | import os 5 | import time 6 | import csv 7 | 8 | headers = { 9 | 'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/53.0.2785.104 Safari/537.36 Core/1.53.1708.400 QQBrowser/9.5.9635.400' 10 | } 11 | 12 | # parameter 13 | # shareCode/year/season : num , 14 | def sharesCrawl(shareCode,year,season): 15 | shareCodeStr = str(shareCode) 16 | yearStr = str(year) 17 | seasonStr = str(season) 18 | url = 'http://quotes.money.163.com/trade/lsjysj_'+shareCodeStr+'.html?year='+yearStr+'&season='+seasonStr 19 | 20 | data = requests.get(url, headers=headers) 21 | soup = BeautifulSoup(data.text, 'lxml') 22 | 23 | table = soup.findAll('table',{'class':'table_bg001'})[0] 24 | rows = table.findAll('tr') 25 | 26 | csvFile = open('./data/' + shareCodeStr + 'Y' + yearStr + 'S' + seasonStr + '.csv', 'wb') 27 | writer = csv.writer(csvFile) 28 | 29 | writer.writerow(('日期', '开盘价', '最高价', '最低价', '收盘价', '涨跌额', '涨跌幅', '成交量', '成交金额', '振幅', '换手率')) 30 | try: 31 | for row in rows: 32 | csvRow = [] 33 | for cell in row.findAll('td'): 34 | csvRow.append(cell.get_text()) 35 | if csvRow != []: 36 | writer.writerow(csvRow) 37 | except: 38 | print '----- 爬虫出错了！-----' 39 | finally: 40 | csvFile.close() 41 | 42 | sharesCrawl(600019,2016,2) 43 | -------------------------------------------------------------------------------- /stock2csvALL.py: -------------------------------------------------------------------------------- 1 | # coding:utf-8 2 | import requests 3 | from bs4 import BeautifulSoup 4 | import os 5 | import time 6 | import csv 7 | 8 | headers = { 9 | 'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/53.0.2785.104 Safari/537.36 Core/1.53.1708.400 QQBrowser/9.5.9635.400' 10 | } 11 | 12 | 13 | # parameter 14 | # shareCode/year/season : num , 15 | def sharesCrawl(shareCode,year,season): 16 | shareCodeStr = str(shareCode) 17 | yearStr = str(year) 18 | seasonStr = str(season) 19 | url = 'http://quotes.money.163.com/trade/lsjysj_'+shareCodeStr+'.html?year='+yearStr+'&season='+seasonStr 20 | 21 | data = requests.get(url, headers=headers) 22 | soup = BeautifulSoup(data.text, 'lxml') 23 | 24 | table = soup.findAll('table',{'class':'table_bg001'})[0] 25 | rows = table.findAll('tr') 26 | 27 | # for row in rows: 28 | # if row.findAll('td') != []: 29 | # for cell in row.findAll('td'): 30 | # print cell 31 | # else: 32 | # print 'sadasdad' 33 | return rows[::-1] 34 | 35 | # sharesCrawl(601857, 2007, 2) 36 | 37 | def writeCSV(shareCode,beginYear,endYear): 38 | shareCodeStr = str(shareCode) 39 | 40 | csvFile = open('./data/' + shareCodeStr + '.csv', 'wb') 41 | writer = csv.writer(csvFile) 42 | writer.writerow(('日期','开盘价','最高价','最低价','收盘价','涨跌额','涨跌幅','成交量','成交金额','振幅','换手率')) 43 | 44 | try: 45 | for i in range(beginYear, endYear + 1): 46 | print str(i) + ' is going' 47 | time.sleep(4) 48 | for j in range(1, 5): 49 | rows = sharesCrawl(shareCode,i,j) 50 | for row in rows: 51 | csvRow = [] 52 | # 判断是否有数据 53 | if row.findAll('td') != []: 54 | for cell in row.findAll('td'): 55 | csvRow.append(cell.get_text().replace(',','')) 56 | if csvRow != []: 57 | writer.writerow(csvRow) 58 | time.sleep(3) 59 | print str(i) + '年' + str(j) + '季度is done' 60 | except: 61 | print '----- 爬虫出错了！没有进入循环-----' 62 | finally: 63 | csvFile.close() 64 | 65 | writeCSV(601857,2007,2016) 66 | 67 | -------------------------------------------------------------------------------- /stock2csvALLWithName.py: -------------------------------------------------------------------------------- 1 | # coding:utf-8 2 | import requests 3 | from bs4 import BeautifulSoup 4 | import os 5 | import time 6 | import csv 7 | 8 | headers = { 9 | 'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/53.0.2785.104 Safari/537.36 Core/1.53.1708.400 QQBrowser/9.5.9635.400' 10 | } 11 | 12 | 13 | # parameter 14 | # shareCode/year/season : num , 15 | def sharesCrawl(shareCode,year,season): 16 | shareCodeStr = str(shareCode) 17 | yearStr = str(year) 18 | seasonStr = str(season) 19 | url = 'http://quotes.money.163.com/trade/lsjysj_'+shareCodeStr+'.html?year='+yearStr+'&season='+seasonStr 20 | 21 | data = requests.get(url, headers=headers) 22 | soup = BeautifulSoup(data.text, 'lxml') 23 | 24 | table = soup.findAll('table',{'class':'table_bg001'})[0] 25 | rows = table.findAll('tr') 26 | 27 | return rows[::-1] 28 | 29 | 30 | def writeCSVWithName(shareCode,beginYear,endYear): 31 | shareCodeStr = str(shareCode) 32 | 33 | url = 'http://quotes.money.163.com/trade/lsjysj_' + shareCodeStr + '.html' 34 | data = requests.get(url, headers=headers) 35 | soup = BeautifulSoup(data.text, 'lxml') 36 | name = soup.select('h1.name > a')[0].get_text() 37 | 38 | csvFile = open('./dataWithName/' + shareCodeStr + name + '.csv', 'wb') 39 | writer = csv.writer(csvFile) 40 | writer.writerow(('日期','开盘价','最高价','最低价','收盘价','涨跌额','涨跌幅','成交量','成交金额','振幅','换手率')) 41 | 42 | try: 43 | for i in range(beginYear, endYear + 1): 44 | print str(i) + ' is going' 45 | time.sleep(4) 46 | for j in range(1, 5): 47 | rows = sharesCrawl(shareCode,i,j) 48 | for row in rows: 49 | csvRow = [] 50 | for cell in row.findAll('td'): 51 | csvRow.append(cell.get_text().replace(',','')) 52 | if csvRow != []: 53 | writer.writerow(csvRow) 54 | time.sleep(3) 55 | print str(i) + '年' + str(j) + '季度is done' 56 | except: 57 | print '----- 爬虫出错了！没有进入循环-----' 58 | finally: 59 | csvFile.close() 60 | 61 | writeCSVWithName(600019,2016,2016) 62 | -------------------------------------------------------------------------------- /stock2csvINPUT.py: -------------------------------------------------------------------------------- 1 | # coding:utf-8 2 | import requests 3 | from bs4 import BeautifulSoup 4 | import os 5 | import time 6 | import csv 7 | 8 | headers = { 9 | 'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/53.0.2785.104 Safari/537.36 Core/1.53.1708.400 QQBrowser/9.5.9635.400' 10 | } 11 | 12 | # parameter 13 | # shareCode/year/season : num , 14 | def sharesCrawl(): 15 | shareCodeStr = str(input("请输入股票代码：")) 16 | yearStr = str(input("请输入年份：")) 17 | seasonStr = str(input("请输入季度：")) 18 | url = 'http://quotes.money.163.com/trade/lsjysj_'+shareCodeStr+'.html?year='+yearStr+'&season='+seasonStr 19 | 20 | data = requests.get(url, headers=headers) 21 | soup = BeautifulSoup(data.text, 'lxml') 22 | 23 | table = soup.findAll('table',{'class':'table_bg001'})[0] 24 | rows = table.findAll('tr') 25 | 26 | csvFile = open('./' + shareCodeStr + '.csv', 'wb') 27 | writer = csv.writer(csvFile) 28 | 29 | writer.writerow(('日期', '开盘价', '最高价', '最低价', '收盘价', '涨跌额', '涨跌幅', '成交量', '成交金额', '振幅', '换手率')) 30 | try: 31 | for row in rows: 32 | csvRow = [] 33 | for cell in row.findAll('td'): 34 | csvRow.append(cell.get_text()) 35 | if csvRow != []: 36 | writer.writerow(csvRow) 37 | except: 38 | print '----- 爬虫出错了！-----' 39 | finally: 40 | csvFile.close() 41 | 42 | sharesCrawl() 43 | -------------------------------------------------------------------------------- /stock2txt.py: -------------------------------------------------------------------------------- 1 | # coding:utf-8 2 | import requests 3 | from bs4 import BeautifulSoup 4 | import os 5 | import time 6 | 7 | 8 | headers = { 9 | 'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/53.0.2785.104 Safari/537.36 Core/1.53.1708.400 QQBrowser/9.5.9635.400' 10 | } 11 | 12 | url = 'http://quotes.money.163.com/trade/lsjysj_601857.html?year=2016&season=4' 13 | 14 | 15 | # parameter 16 | # shareCode/year/season : num , 17 | def sharesCrawl(shareCode,year,season): 18 | shareCodeStr = str(shareCode) 19 | yearStr = str(year) 20 | seasonStr = str(season) 21 | url = 'http://quotes.money.163.com/trade/lsjysj_'+shareCodeStr+'.html?year='+yearStr+'&season='+seasonStr 22 | 23 | data = requests.get(url, headers=headers) 24 | soup = BeautifulSoup(data.text, 'lxml') 25 | # print soup 26 | title = soup.select('h1.name > a')[0].get_text() 27 | 28 | stockData = soup.select('div.inner_box > table > tr > td') 29 | 30 | if os.path.exists('./'+shareCodeStr+title) == False: 31 | #create the share folder 32 | os.mkdir('./'+shareCodeStr+title) 33 | 34 | f = open('./'+shareCodeStr+title+'/Y'+yearStr+'S'+seasonStr+'.txt','wb') 35 | for index,value in enumerate(stockData): 36 | if index % 11 == 10: 37 | f.write(value.get_text()+'\n') 38 | else: 39 | f.write(value.get_text() +'\t') 40 | f.close() 41 | 42 | # sharesCrawl(600019,'2016','2') 43 | 44 | 45 | 46 | def sharesCrawl2(shareCode,year,season): 47 | shareCodeStr = str(shareCode) 48 | yearStr = str(year) 49 | seasonStr = str(season) 50 | url = 'http://quotes.money.163.com/trade/lsjysj_' + shareCodeStr + '.html?year=' + yearStr + '&season=' + seasonStr 51 | data = requests.get(url, headers=headers) 52 | soup = BeautifulSoup(data.text, 'lxml') 53 | stockData = soup.select('div.inner_box > table > tr > td') 54 | resultString = '' 55 | for index, value in enumerate(stockData): 56 | if index % 11 == 10: 57 | resultString += value.get_text() + '\n' 58 | else: 59 | resultString += value.get_text() + '\t' 60 | return resultString 61 | 62 | # print sharesCrawl2(600019,2016,2) 63 | 64 | 65 | 66 | def createUrl(shareCode,beginYear,endYear): 67 | shareCodeStr = str(shareCode) 68 | 69 | # if os.path.exists('./'+title) == False: 70 | # #create the share folder 71 | # os.mkdir('./'+title) 72 | 73 | f = open('./' + shareCodeStr + '.txt', 'wb') 74 | 75 | try: 76 | for i in range(beginYear,endYear+1): 77 | print i 78 | # time.sleep(5) 79 | for j in range(1,5): 80 | f.write(sharesCrawl2(shareCode,i,j) + '\n ------- '+str(i)+'/'+str(j)+'----------------\n') 81 | time.sleep(5) 82 | except: 83 | print '----- 爬虫出错了！没有进入循环-----' 84 | finally: 85 | f.close() 86 | 87 | createUrl(601857,2008,2016) 88 | 89 | 90 | """ 91 | body > div.area > div.inner_box > table > tbody > tr:nth-child(1) > td:nth-child(1) 92 | body > div.area > div.header > div.stock_info > table > tbody > tr > td.col_1 > h1 > a 93 | """ 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