投资参考类Reference主要用于获取分配预案、业绩预告、限售股解禁、基金持股、ipo以及融资融券等数据
(1) distriPlan(year=2015, top=25, retry=3, pause=0.001)
该方法用于获取分配预案数据
参数:
year: int
年份,默认为2015年
top: int or 'all'
获取最新n条数据,默认获取最近公布的25条,为'all'时获取该年份所有的数据
retry : int, 默认 3
如遇网络等问题重复执行的次数
pause : int, 默认 0.001
重复请求数据过程中暂停的秒数,防止请求间隔时间太短出现的问题
返回值:
DataFrame or List: [{'code', 'name', ...}, ...]
code:股票代码
name:股票名称
year:分配年份
report_date:公布日期
divi:分红金额(每10股)
shares:转增和送股数(每10股)
示例:
import gugu as gg
obj = gg.Reference() # 创建投资参考对象
data = obj.distriPlan() # 获取分配预案数据
obj.output() # 输出数据
输出:
code name year report_date divi shares 0 002797 第一创业 2015 2016-08-06 0.8 0.0 1 002798 帝欧家居 2015 2016-06-08 3.0 0.0 2 603701 德宏股份 2015 2016-06-02 2.8 0.0 3 300509 新美星 2015 2016-06-01 3.0 0.0 4 002929 润建通信 2015 2016-05-30 3.0 0.0 5 300511 雪榕生物 2015 2016-05-24 2.0 0.0 6 300508 维宏股份 2015 2016-05-11 1.6 0.0 7 002605 姚记扑克 2015 2016-04-30 1.0 0.0 8 002366 台海核电 2015 2016-04-30 0.5 0.0 9 002325 洪涛股份 2015 2016-04-30 0.4 2.0 10 002312 三泰控股 2015 2016-04-30 0.5 5.0 11 300318 博晖创新 2015 2016-04-30 0.0 10.0 12 000961 中南建设 2015 2016-04-30 0.4 15.0 13 000938 紫光股份 2015 2016-04-30 0.2 0.0 14 000887 中鼎股份 2015 2016-04-30 0.8 0.0 15 000690 宝新能源 2015 2016-04-30 2.0 0.0 16 000539 粤电力A 2015 2016-04-30 2.3 0.0 17 000402 金融街 2015 2016-04-30 4.0 0.0 18 000061 农产品 2015 2016-04-30 0.5 0.0 19 600686 金龙汽车 2015 2016-04-30 1.6 0.0 20 600677 航天通信 2015 2016-04-30 0.2 0.0 21 600189 吉林森工 2015 2016-04-30 0.5 0.0 22 603277 银都股份 2015 2016-04-29 0.0 34.6 23 603223 恒通股份 2015 2016-04-29 0.7 0.0 24 603918 金桥信息 2015 2016-04-29 1.3 10.0
(2) forecast(year, quarter, retry=3, pause=0.001)
该方法用于获取业绩预告数据
参数:
year:int
年度 e.g:2014
quarter:int
季度 :1、2、3、4,只能输入这4个季度
retry : int, 默认 3
如遇网络等问题重复执行的次数
pause : int, 默认 0.001
重复请求数据过程中暂停的秒数,防止请求间隔时间太短出现的问题
返回值:
DataFrame or List: [{'code':, 'name':, ...}, ...]
code,代码
name,名称
type,业绩变动类型【预增、预亏等】
report_date,发布日期
pre_eps,上年同期每股收益
range,业绩变动范围
示例:
import gugu as gg
obj = gg.Reference() # 创建投资参考对象
data = obj.forecast(year=2018, quarter=4) # 获取业绩预告数据
obj.output() # 输出数据
输出:
code name type report_date pre_eps range 0 600980 北矿科技 预降 2019-03-16 0.2846 -21.8 1 600371 万向德农 预降 2019-03-16 0.2600 -9.72 2 600037 歌华有线 预降 2019-03-15 0.5470 -8.37 3 002122 *ST天马 预亏 2019-03-15 0.1100 -588.85 4 603665 康隆达 预升 2019-03-15 0.7700 16.04 5 600325 华发股份 预升 2019-03-15 0.7700 40.73 6 600101 明星电力 预升 2019-03-14 0.3000 3.75 7 603200 上海洗霸 预升 2019-03-14 0.8708 39.25 8 300247 融捷健康 预亏 2019-03-14 0.0800 -1263.47 9 603701 德宏股份 预升 2019-03-13 0.6800 37.34 10 601865 福莱特 预降 2019-03-13 0.2400 -4.5 11 000096 广聚能源 预降 2019-03-12 0.2800 -27.34 12 600498 烽火通信 预升 2019-03-12 0.7800 2.05 13 600724 宁波富达 预盈 2019-03-09 -0.6035 NaN 14 000902 新洋丰 预升 2019-03-09 0.5200 20.64 15 600015 华夏银行 预升 2019-03-09 1.4800 5.22 16 600612 老凤祥 预升 2019-03-08 2.1720 6.4 17 603777 来伊份 预减 2019-03-08 0.4200 -89.87 18 600909 华安证券 预降 2019-03-08 0.1800 -14.77 19 000628 高新发展 预增 2019-03-08 0.0780 124.39 20 000889 中嘉博创 预升 2019-03-08 0.3676 13.31 21 000025 特力A 预升 2019-03-08 0.2249 16.66%~40.59% 22 000557 西部创业 预增 2019-03-07 0.0600 69.38 23 601368 绿城水务 预降 2019-03-06 0.4744 -19.76 24 601009 南京银行 预升 2019-03-06 1.0900 14.5 25 600895 张江高科 预升 2019-03-06 0.3000 16.42 26 600663 陆家嘴 预升 2019-03-06 0.9310 7.04 27 603883 老百姓 预升 2019-03-06 1.3800 17.2 28 000037 深南电A 预升 2019-03-06 0.0300 21.06 29 603239 浙江仙通 预降 2019-03-06 0.6300 -28.43 ... ... ... ... ... ... ... 4826 601162 天风证券 预盈 2018-10-18 0.0880 NaN 4827 000560 我爱我家 预警 2018-10-18 0.0623 NaN 4828 002575 群兴玩具 预盈 2018-10-17 -0.0364 118.68%~123.35% 4829 002425 凯撒文化 预升 2018-10-17 0.3100 15%~35% 4830 002099 海翔药业 预增 2018-10-17 0.2200 60.72%~89.94% 4831 002941 新疆交建 预增 2018-10-17 0.4200 42.17%~59.66% 4832 002240 威华股份 预增 2018-10-16 0.0500 585.41%~634.91% 4833 300220 金运激光 预盈 2018-10-16 -0.3361 NaN 4834 002761 多喜爱 预增 2018-10-16 0.1900 90%~140% 4835 002661 克明面业 预增 2018-10-16 0.3380 60%~110% 4836 002843 泰嘉股份 预升 2018-10-16 0.3700 0%~25% 4837 603300 华铁科技 预增 2018-10-16 0.0800 NaN 4838 002728 特一药业 预增 2018-10-16 0.5300 40%~65% 4839 603333 尚纬股份 预增 2018-10-16 0.0300 200%~300% 4840 002458 益生股份 预盈 2018-10-16 -0.9200 NaN 4841 002597 金禾实业 预升 2018-10-16 1.8100 -7.66%~8% 4842 600675 中华企业 预增 2018-10-12 0.1960 NaN 4843 300694 蠡湖股份 预升 2018-10-12 0.6100 1.53%~11.23% 4844 300212 易华录 预增 2018-10-12 0.5439 50%~80% 4845 000697 炼石航空 预减 2018-10-09 0.1034 -87.08 4846 002939 长城证券 预降 2018-09-17 NaN -29.54%~-18.6% 4847 000939 *ST凯迪 预亏 2018-09-04 -0.6100 NaN 4848 600634 *ST富控 预亏 2018-08-31 0.0800 NaN 4849 601068 中铝国际 预盈 2018-08-30 0.2100 NaN 4850 603315 福鞍股份 预升 2018-08-28 0.0437 12.74 4851 600444 国机通用 预减 2018-08-24 1.1423 NaN 4852 002933 新兴装备 预升 2018-08-07 1.3200 2.95%~20.11% 4853 603590 康辰药业 预降 2018-08-06 3.9900 -47.16%~-45.91% 4854 300002 神州泰岳 预增 2018-04-27 0.0610 NaN 4855 300745 欣锐科技 NaN 2018-05-03 1.0700 NaN
(3) restrictedLift(year=None, month=None, retry=3, pause=0.001)
该方法用于获取限售股解禁数据
参数:
year: int
年份,默认为当前年
month: int
解禁月份,默认为当前月
retry : int, 默认 3
如遇网络等问题重复执行的次数
pause : int, 默认 0
重复请求数据过程中暂停的秒数,防止请求间隔时间太短出现的问题
返回值:
DataFrame or List: [{'code':, 'name':, ...}, ...]
code:股票代码
name:名称
date:解禁日期
count:解禁数量(万股)
ratio:占总盘比率
示例:
import gugu as gg
obj = gg.Reference() # 创建投资参考对象
data = obj.restrictedLift() # 获取限售股解禁数据
obj.output() # 输出数据
输出:
code name date count ratio 0 300014 亿纬锂能 2019-03-29 66.50 0.08 1 300261 雅本化学 2019-03-29 3349.28 3.48 2 300364 中文在线 2019-03-29 1067.46 1.38 3 300373 扬杰科技 2019-03-29 91.65 0.19 4 300705 九典制药 2019-03-29 1400.93 5.97 5 601965 中国汽研 2019-03-29 351.95 0.36 6 603083 剑桥科技 2019-03-29 1027.48 7.98 7 000987 越秀金控 2019-03-28 168539.33 61.22 8 002791 坚朗五金 2019-03-28 24115.50 75.00 9 002792 通宇通讯 2019-03-28 15375.68 68.27 10 002930 宏川智慧 2019-03-28 3753.63 15.43 11 300338 开元股份 2019-03-28 387.41 1.12 12 603559 中通国脉 2019-03-28 268.35 1.87 13 603663 三祥新材 2019-03-28 59.76 0.44 14 002325 洪涛股份 2019-03-26 29.20 0.02 15 300020 银江股份 2019-03-26 773.84 1.18 16 300435 中泰股份 2019-03-26 14018.82 56.19 17 300719 安达维尔 2019-03-26 630.00 2.49 18 600929 湖南盐业 2019-03-26 18734.52 20.41 19 002011 盾安环境 2019-03-25 7378.47 8.04 20 002610 爱康科技 2019-03-25 15908.60 3.54 21 002751 易尚展示 2019-03-25 398.67 2.58 22 300158 振东制药 2019-03-25 652.23 0.63 23 300506 名家汇 2019-03-25 15187.50 44.05 24 300634 彩讯股份 2019-03-25 17100.00 42.75 25 600126 杭钢股份 2019-03-25 156273.23 46.27 26 600518 康美药业 2019-03-25 746.00 0.15 27 600653 申华控股 2019-03-25 20000.00 10.27 28 002293 罗莱生活 2019-03-22 37.00 0.05 29 002567 唐人神 2019-03-22 1862.75 2.23 .. ... ... ... ... ... 95 603730 岱美股份 2019-03-08 39.30 0.10 96 002387 维信诺 2019-03-07 59880.24 43.78 97 300162 雷曼股份 2019-03-07 731.72 2.09 98 300310 宜通世纪 2019-03-07 5245.90 5.94 99 603027 千禾味业 2019-03-07 18680.97 57.27 100 603678 火炬电子 2019-03-07 129.00 0.29 101 000034 神州数码 2019-03-06 4710.64 7.20 102 002404 嘉欣丝绸 2019-03-06 5702.36 9.87 103 002599 盛通股份 2019-03-06 906.31 2.79 104 300320 海达股份 2019-03-06 237.74 0.40 105 600749 *ST藏旅 2019-03-06 3782.76 16.67 106 603518 维格娜丝 2019-03-06 2826.24 15.65 107 300063 天龙集团 2019-03-05 5716.80 7.87 108 300282 三盛教育 2019-03-05 434.38 1.74 109 300426 唐德影视 2019-03-05 3994.40 9.99 110 002611 东方精工 2019-03-04 9803.92 5.33 111 002928 华夏航空 2019-03-04 9562.52 23.88 112 002929 润建通信 2019-03-04 2141.48 9.70 113 300253 卫宁健康 2019-03-04 715.75 0.44 114 300464 星徽精密 2019-03-04 10572.50 33.25 115 300502 新易盛 2019-03-04 10401.75 43.64 116 002043 兔宝宝 2019-03-01 10162.60 13.12 117 002517 恺英网络 2019-03-01 81.00 0.04 118 002684 猛狮科技 2019-03-01 333.78 0.59 119 300010 立思辰 2019-03-01 76.52 0.09 120 300500 启迪设计 2019-03-01 444.04 3.31 121 300659 中孚信息 2019-03-01 70.40 0.53 122 600773 西藏城投 2019-03-01 1689.10 2.06 123 600884 杉杉股份 2019-03-01 30104.85 26.81 124 600901 江苏租赁 2019-03-01 118045.03 39.52
(4) fundHoldings(year, quarter, retry=3, pause=0.001)
该方法用于获取基金持股数据
参数:
year: int
年份e.g 2014
quarter: int
季度(只能输入1,2,3,4这个四个数字)
retry : int, 默认 3
如遇网络等问题重复执行的次数
pause : int, 默认 0
重复请求数据过程中暂停的秒数,防止请求间隔时间太短出现的问题
返回值:
DataFrame or List: [{'code':, 'name':, ...}, ...]
code:股票代码
name:名称
date:报告日期
nums:基金家数
nlast:与上期相比(增加或减少了)
count:基金持股数(万股)
clast:与上期相比
amount:基金持股市值
ratio:占流通盘比率
示例:
import gugu as gg
obj = gg.Reference() # 创建投资参考对象
data = obj.fundHoldings(year=2018, quarter=4) # 获取基金持股数据
obj.output() # 输出数据
输出:
code name date nums nlast count clast amount ratio 0 603993 洛阳钼业 2018-12-31 30 12 8992.45 1741.30 32963.70 0.51 1 603989 艾华集团 2018-12-31 7 -2 392.61 -32.33 7907.23 1.01 2 603986 兆易创新 2018-12-31 42 -46 684.67 -1150.28 42668.54 3.30 3 603960 克来机电 2018-12-31 13 3 734.73 -61.75 20410.91 14.18 4 603959 百利科技 2018-12-31 7 4 307.41 -243.06 4540.45 2.06 5 603939 益丰药房 2018-12-31 36 -27 3302.34 -266.88 136736.00 9.11 6 603919 金徽酒 2018-12-31 3 0 1.68 0.00 19.62 0.00 7 603900 莱绅通灵 2018-12-31 2 0 0.01 0.00 0.10 0.00 8 603899 晨光文具 2018-12-31 97 9 11935.90 335.17 361061.04 12.97 9 603897 长城科技 2018-12-31 3 0 0.48 0.00 10.91 0.01 10 603889 新澳股份 2018-12-31 4 -2 1539.97 -64.01 13034.90 3.91 11 603886 元祖股份 2018-12-31 11 7 346.68 344.68 6066.95 2.86 12 603885 吉祥航空 2018-12-31 29 -3 6626.80 370.84 83033.80 3.69 13 603883 老百姓 2018-12-31 31 -28 3702.77 -1313.09 174321.64 13.87 14 603877 太平鸟 2018-12-31 4 2 124.50 96.99 2339.39 0.62 15 603868 飞科电器 2018-12-31 8 1 157.66 108.37 6019.54 3.62 16 603866 桃李面包 2018-12-31 8 -5 83.63 -234.34 3776.61 0.18 17 603858 步长制药 2018-12-31 4 -1 28.16 13.25 711.94 0.07 18 603848 好太太 2018-12-31 3 -4 277.63 -152.22 4194.92 3.90 19 603833 欧派家居 2018-12-31 24 5 1327.69 216.53 105843.45 14.41 20 603826 坤彩科技 2018-12-31 22 5 852.59 295.53 11893.61 4.50 21 603816 顾家家居 2018-12-31 22 1 791.23 -468.70 35605.51 8.88 22 603808 歌力思 2018-12-31 24 0 2836.67 134.51 46067.57 8.60 23 603806 福斯特 2018-12-31 32 23 2976.13 2560.27 79760.21 5.69 24 603801 志邦家居 2018-12-31 5 2 443.35 29.22 10644.80 5.33 25 603799 华友钴业 2018-12-31 32 -135 2460.56 -6474.29 74087.41 3.00 26 603788 宁波高发 2018-12-31 11 -9 1953.14 -161.73 28100.56 8.49 27 603779 威龙股份 2018-12-31 3 0 1.41 0.00 18.68 0.01 28 603737 三棵树 2018-12-31 2 -5 67.00 -76.12 2436.06 1.55 29 603716 塞力斯 2018-12-31 5 3 265.38 262.32 5050.23 2.76 30 603708 家家悦 2018-12-31 43 -6 5246.02 282.65 105392.57 33.42 31 603707 健友股份 2018-12-31 11 -1 3188.10 618.73 58946.83 11.20 32 603693 江苏新能 2018-12-31 3 -4 0.03 -1.72 0.35 0.00 33 603690 至纯科技 2018-12-31 5 -6 183.52 -904.81 2785.77 1.99 34 603688 石英股份 2018-12-31 5 -1 1024.33 111.48 11267.68 3.04 35 603686 龙马环卫 2018-12-31 1 -7 28.00 -478.23 304.08 0.09 36 603680 今创集团 2018-12-31 3 0 0.61 0.00 9.57 0.00 37 603679 华体科技 2018-12-31 3 2 160.42 -4.90 3622.37 3.99 38 603678 火炬电子 2018-12-31 6 -1 1450.83 984.98 22879.53 3.21 39 603660 苏州科达 2018-12-31 8 2 148.78 -148.66 2480.22 0.63 40 603659 璞泰来 2018-12-31 29 12 1221.75 611.75 57911.06 6.33 41 603658 安图生物 2018-12-31 18 -4 1350.62 191.92 66031.64 9.89 42 603650 彤程新材 2018-12-31 2 -9 0.20 -1.55 3.97 0.00 43 603636 南威软件 2018-12-31 19 17 507.23 476.83 4869.44 0.97 44 603611 诺力股份 2018-12-31 3 1 11.47 -20.74 140.80 0.05 45 603608 天创时尚 2018-12-31 2 0 74.56 12.98 824.59 0.24 46 603605 珀莱雅 2018-12-31 27 8 725.51 529.50 31973.23 11.68 47 603603 博天环境 2018-12-31 3 1 2.88 2.56 42.62 0.01 48 603601 再升科技 2018-12-31 13 8 1236.35 611.98 9433.32 2.29 49 603596 伯特利 2018-12-31 2 0 0.31 0.00 7.01 0.01 50 603589 口子窖 2018-12-31 65 -89 11295.22 216.33 396123.19 18.83 51 603588 高能环境 2018-12-31 8 4 1522.55 1012.55 11952.00 2.33 52 603583 捷昌驱动 2018-12-31 4 -45 28.22 21.75 1108.48 0.93 53 603579 荣泰健康 2018-12-31 6 -7 1075.12 -291.56 30490.37 20.91 54 603568 伟明环保 2018-12-31 12 -17 686.57 -272.12 15688.05 1.01 55 603566 普莱柯 2018-12-31 4 2 451.18 269.28 5328.43 1.40 56 603556 海兴电力 2018-12-31 6 4 135.73 114.37 1764.51 0.81 57 603533 掌阅科技 2018-12-31 2 0 8.60 7.00 152.91 0.05 58 603520 司太立 2018-12-31 6 4 472.90 472.86 12475.14 3.94 59 603517 绝味食品 2018-12-31 57 -4 3189.43 807.05 105598.03 19.48
(5) ipo(retry=3, pause=0.001)
该方法用于获取新股上市数据
参数:
retry : int, 默认 3
如遇网络等问题重复执行的次数
pause : int, 默认 0
重复请求数据过程中暂停的秒数,防止请求间隔时间太短出现的问题
返回值:
DataFrame or List: [{'code':, 'name':, ...}, ...]
code:股票代码
xcode:申购代码
name:名称
ipo_date:上网发行日期
issue_date:上市日期
amount:发行数量(万股)
markets:上网发行数量(万股)
price:发行价格(元)
pe:发行市盈率
limit:个人申购上限(万股)
funds:募集资金(亿元)
ballot:网上中签率(%)
示例:
import gugu as gg
obj = gg.Reference() # 创建投资参考对象
data = obj.ipo() # 获取新股上市数据
obj.output() # 输出数据
输出:
code xcode name ipo_date issue_date amount markets price pe limit funds ballot 0 603379 732379 三美股份 2019-03-21 NaN 5973 1792 0.00 0.00 1.70 19.372 0.00 1 002952 002952 亚世光电 2019-03-18 NaN 1826 670 31.14 22.99 0.65 4.746 0.00 2 300767 300767 震安科技 2019-03-14 NaN 2000 2000 19.19 13.95 2.00 3.838 0.02 3 603681 732681 永冠新材 2019-03-14 NaN 4165 3748 10.00 22.98 1.60 4.165 0.04 4 300765 300765 新诺威 2019-03-13 NaN 5000 4500 24.47 22.99 2.00 12.235 0.04 5 002958 002958 青农商行 2019-03-13 NaN 55556 50000 3.96 10.74 16.65 0.000 0.19 6 300766 300766 每日互动 2019-03-12 NaN 4010 3609 13.08 22.98 1.20 5.245 0.04 7 300763 300763 锦浪科技 2019-03-08 NaN 2000 2000 26.64 19.68 2.00 5.328 0.02 8 002951 002951 金时科技 2019-03-06 2019-03-15 4500 4050 9.94 22.99 1.35 4.473 0.04 9 300762 300762 上海瀚讯 2019-03-05 2019-03-14 3336 3002 16.28 22.99 1.30 5.431 0.03 10 002950 002950 奥美医疗 2019-02-27 2019-03-11 4800 4320 11.03 22.03 1.40 5.294 0.04 11 600928 730928 西安银行 2019-02-19 2019-03-01 44444 40000 4.68 10.28 13.30 20.800 0.21 12 300758 300758 七彩化学 2019-02-13 2019-02-22 2668 2401 22.09 22.99 1.05 5.894 0.03 13 002949 002949 华阳国际 2019-02-13 2019-02-26 4903 4413 10.51 22.99 1.95 5.153 0.04 14 603956 732956 威派格 2019-02-12 2019-02-22 4260 3834 5.70 22.97 1.20 2.428 0.05 15 300761 300761 立华股份 2019-01-30 2019-02-18 4128 3715 29.35 16.05 1.20 12.116 0.05 16 601865 780865 福莱特 2019-01-29 2019-02-15 15000 13500 2.00 9.56 4.50 3.000 0.10 17 002947 002947 恒铭达 2019-01-23 2019-02-01 3038 2734 18.72 22.99 1.20 5.687 0.03 18 300755 300755 华致酒行 2019-01-17 2019-01-29 5789 5210 16.79 22.98 2.30 9.720 0.05 19 603351 732351 威尔药业 2019-01-16 2019-01-30 1667 1667 35.50 22.99 1.60 5.917 0.02 20 002946 002946 新乳业 2019-01-16 2019-01-25 8537 7683 5.45 22.96 2.55 4.653 0.06 21 300759 300759 康龙化成 2019-01-15 2019-01-28 6563 5907 7.66 22.99 1.95 5.027 0.06 22 601615 780615 明阳智能 2019-01-11 2019-01-23 27590 24831 4.75 22.96 8.20 13.105 0.15 23 603700 732700 宁波水表 2019-01-10 2019-01-22 3909 3518 16.63 22.98 1.50 6.501 0.04 24 601298 780298 青岛港 2019-01-09 2019-01-21 45438 40894 4.61 10.51 13.60 20.947 0.22 25 002945 002945 华林证券 2019-01-08 2019-01-17 27000 24300 3.62 22.98 8.10 0.000 0.14 26 603332 732332 苏州龙杰 2019-01-04 2019-01-17 2974 2676 19.44 18.95 1.10 5.780 0.04 27 002948 002948 青岛银行 2019-01-04 2019-01-16 45098 40588 4.52 10.81 13.50 20.384 0.21 28 603739 732739 蔚蓝生物 2019-01-03 2019-01-16 3867 3481 10.19 22.99 1.40 3.940 0.04 29 603121 732121 华培动力 2018-12-27 2019-01-11 4500 4050 11.79 22.98 1.80 5.306 0.04 .. ... ... ... ... ... ... ... ... ... ... ... ... 414 603081 732081 大丰实业 2017-04-10 2017-04-20 5180 4662 10.42 22.98 1.50 5.398 0.04 415 603803 732803 瑞斯康达 2017-04-07 2017-04-20 5680 5112 13.72 22.98 1.60 7.793 0.04 416 603225 732225 新凤鸣 2017-04-07 2017-04-18 7730 6957 26.68 22.99 2.30 20.624 0.05 417 002863 002863 今飞凯达 2017-04-06 2017-04-18 5550 4995 5.48 21.92 2.05 3.041 0.03 418 300641 300641 正丹股份 2017-04-06 2017-04-18 7200 6480 10.73 22.98 2.85 7.726 0.04 419 300604 300604 长川科技 2017-04-05 2017-04-17 1905 1905 9.94 22.97 1.90 1.894 0.01 420 300640 300640 德艺文创 2017-04-05 2017-04-17 2000 2000 9.41 22.98 2.00 1.882 0.01 421 603826 732826 坤彩科技 2017-03-31 2017-04-14 9000 8100 6.79 22.97 3.60 6.111 0.05 422 002861 002861 瀛通通讯 2017-03-31 2017-04-13 3068 2761 17.25 22.70 1.20 5.292 0.02 423 603050 732050 科林电气 2017-03-31 2017-04-14 3334 3001 10.29 22.99 1.30 3.431 0.03 424 603797 732797 联泰环保 2017-03-30 2017-04-13 5334 4801 5.96 22.98 2.10 3.179 0.03 425 300639 300639 凯普生物 2017-03-30 2017-04-12 2250 2025 18.39 22.99 0.75 4.138 0.03 426 300637 300637 扬帆新材 2017-03-30 2017-04-12 3000 2700 10.02 19.95 1.20 3.006 0.03 427 002860 002860 星帅尔 2017-03-29 2017-04-12 1899 1368 19.81 20.74 0.75 3.141 0.02 428 002862 002862 实丰文化 2017-03-29 2017-04-11 2000 2000 11.17 22.98 2.00 2.234 0.01 429 601366 780366 利群股份 2017-03-29 2017-04-12 17600 15840 8.82 22.98 5.20 15.523 0.08 430 300638 300638 广和通 2017-03-27 2017-04-13 2000 2000 10.45 22.97 2.00 2.090 0.01 431 603078 732078 江化微 2017-03-27 2017-04-10 1500 1500 24.18 22.99 1.50 3.627 0.01 432 603538 732538 美诺华 2017-03-24 2017-04-07 3000 2700 14.03 22.98 1.20 4.209 0.03 433 300632 300632 光莆股份 2017-03-24 2017-04-06 2895 2606 7.39 22.96 1.15 2.139 0.03 434 300633 300633 开立医疗 2017-03-24 2017-04-06 4001 3601 5.23 22.97 1.15 2.093 0.03 435 603586 732586 金麒麟 2017-03-23 2017-04-06 5250 4725 21.37 22.98 2.10 11.219 0.03 436 300635 300635 达安股份 2017-03-23 2017-03-31 2120 1908 12.39 19.51 0.80 2.627 0.02 437 603906 732906 龙蟠科技 2017-03-23 2017-04-10 5200 4680 9.52 22.99 2.00 4.950 0.03 438 603385 732385 惠达卫浴 2017-03-22 2017-04-05 7104 6394 13.27 21.40 2.80 9.427 0.04 439 002859 002859 洁美科技 2017-03-22 2017-04-07 2557 2095 29.82 22.98 1.00 6.979 0.02 440 300636 300636 同和药业 2017-03-21 2017-03-31 2000 2000 14.47 22.98 2.00 2.894 0.01 441 603303 732303 得邦照明 2017-03-20 2017-03-30 6000 5400 18.63 15.10 2.40 11.178 0.04 442 603041 732041 美思德 2017-03-20 2017-03-30 2500 2250 12.92 20.01 1.00 3.230 0.02 443 601228 780228 广州港 2017-03-17 2017-03-29 69868 62881 2.29 22.98 20.90 16.000 0.22
(6) shMargins(retry=3, pause=0.001)
该方法用于获取沪市融资融券历史数据
参数:
retry : int, 默认 3
如遇网络等问题重复执行的次数
pause : int, 默认 0
重复请求数据过程中暂停的秒数,防止请求间隔时间太短出现的问题
返回值:
DataFrame or List: [{'date':, 'close':, ...}, ...]
date: 日期
close: 上证指数收盘点数
zdf: 上证指数收盘涨跌幅(%)
rzye: 融资余额(元)
rzyezb: 融资余额占比(%)
rzmre: 融资买入额(元)
rzche: 融资偿还额(元)
rzjmre: 融资净买入额(元)
rqye: 融券余额(元)
rqyl: 融券余量(股)
rqmcl: 融券卖出量(股)
rqchl: 融券偿还量(股)
rqjmcl: 融券净卖出量(股)
rzrqye: 融资融券余额(元)
rzrqyecz: 融资融券余额差值(元)
示例:
import gugu as gg
obj = gg.Reference() # 创建投资参考对象
data = obj.shMargins() # 获取沪市融资融券历史数据
obj.output() # 输出数据
输出:
date close zdf rzye rzyezb rzmre rzche rzjmre rqye rqyl rqmcl rqchl rqjmcl rzrqye rzrqyecz 0 2019-03-15 3021.75 1.038765 5.349276e+11 1.906550 4.148721e+10 4.242798e+10 -9.407669e+08 6.935787e+09 1.028114e+09 150483804.0 144531456.0 5952348.0 5.418634e+11 5.279918e+11 1 2019-03-14 2990.68 -1.198113 5.358683e+11 1.930322 4.037482e+10 4.162468e+10 -1.249857e+09 6.809600e+09 1.022162e+09 135403005.0 183193501.0 -47790496.0 5.426779e+11 5.290587e+11 2 2019-03-13 3026.95 -1.089956 5.371182e+11 1.915387 5.585010e+10 5.290905e+10 2.941048e+09 7.150453e+09 1.069953e+09 175762015.0 179965944.0 -4203929.0 5.442686e+11 5.299677e+11 3 2019-03-12 3060.31 1.100591 5.341771e+11 1.889005 6.215874e+10 5.652064e+10 5.638102e+09 7.378951e+09 1.074156e+09 195309393.0 160885877.0 34423516.0 5.415561e+11 5.267982e+11 4 2019-03-11 3026.99 1.923696 5.285390e+11 1.888120 5.101433e+10 4.244854e+10 8.565783e+09 7.081333e+09 1.039733e+09 187655596.0 178678760.0 8976836.0 5.356204e+11 5.214577e+11 5 2019-03-08 2969.86 -4.395947 5.199733e+11 1.895112 6.029631e+10 5.972073e+10 5.755801e+08 6.952524e+09 1.030756e+09 135365618.0 210844446.0 -75478828.0 5.269258e+11 5.130207e+11 6 2019-03-07 3106.42 0.139222 5.193977e+11 1.813249 7.173959e+10 6.175677e+10 9.982820e+09 7.681682e+09 1.106235e+09 168824246.0 214709181.0 -45884935.0 5.270794e+11 5.117160e+11 7 2019-03-06 3102.10 1.566753 5.094149e+11 1.773393 6.573078e+10 5.592643e+10 9.804351e+09 7.873221e+09 1.152120e+09 204309161.0 167498776.0 36810385.0 5.172881e+11 5.015416e+11 8 2019-03-05 3054.25 0.880939 4.996105e+11 1.761072 5.000782e+10 4.211692e+10 7.890893e+09 7.526295e+09 1.115310e+09 144120423.0 155359358.0 -11238935.0 5.071368e+11 4.920842e+11 9 2019-03-04 3027.58 1.121257 4.917196e+11 1.744567 6.197950e+10 5.481007e+10 7.169425e+09 7.567715e+09 1.126548e+09 204847024.0 121238326.0 83608698.0 4.992873e+11 4.841519e+11 10 2019-03-01 2994.01 1.803877 4.845502e+11 1.734936 3.681861e+10 3.682391e+10 -5.306649e+06 6.972755e+09 1.042940e+09 133443657.0 129197234.0 4246423.0 4.915229e+11 4.775774e+11 11 2019-02-28 2940.95 -0.435720 4.845555e+11 1.767557 3.428410e+10 3.427787e+10 6.228740e+06 6.802372e+09 1.038693e+09 101264475.0 134817708.0 -33553233.0 4.913579e+11 4.777531e+11 12 2019-02-27 2953.82 0.418420 4.845493e+11 1.760623 5.174261e+10 4.534842e+10 6.394190e+09 7.058567e+09 1.072247e+09 139523339.0 149070882.0 -9547543.0 4.916078e+11 4.774907e+11 13 2019-02-26 2941.52 -0.667518 4.781551e+11 1.742610 6.177838e+10 5.632747e+10 5.450917e+09 7.165801e+09 1.081794e+09 133725527.0 174750941.0 -41025414.0 4.853209e+11 4.709893e+11 14 2019-02-25 2961.28 5.600732 4.727042e+11 1.708615 6.025706e+10 4.950776e+10 1.074930e+10 7.439613e+09 1.122820e+09 200638905.0 126418100.0 74220805.0 4.801438e+11 4.652645e+11 15 2019-02-22 2804.23 1.905116 4.619549e+11 1.762633 3.241955e+10 2.969950e+10 2.720050e+09 6.633130e+09 1.048599e+09 114939138.0 135522327.0 -20583189.0 4.685880e+11 4.553217e+11 16 2019-02-21 2751.80 -0.341070 4.592348e+11 1.783475 2.933514e+10 2.728515e+10 2.049990e+09 6.528489e+09 1.069182e+09 133286029.0 110582741.0 22703288.0 4.657633e+11 4.527063e+11 17 2019-02-20 2761.22 0.202239 4.571848e+11 1.769750 2.300203e+10 2.100995e+10 1.992075e+09 6.310807e+09 1.046479e+09 111531397.0 88895959.0 22635438.0 4.634956e+11 4.508740e+11 18 2019-02-19 2755.65 0.046809 4.551927e+11 1.767037 2.862539e+10 2.533904e+10 3.286343e+09 6.260722e+09 1.023843e+09 95927415.0 121597400.0 -25669985.0 4.614535e+11 4.489320e+11 19 2019-02-18 2754.36 2.683120 4.519064e+11 1.753811 2.511760e+10 2.266298e+10 2.454615e+09 6.391062e+09 1.049513e+09 131952212.0 71696507.0 60255705.0 4.582975e+11 4.455153e+11 20 2019-02-15 2682.39 -1.372023 4.494518e+11 1.790830 1.871121e+10 1.673192e+10 1.979285e+09 5.736633e+09 9.892574e+08 62770838.0 97113713.0 -34342875.0 4.551884e+11 4.437152e+11 21 2019-02-14 2719.70 -0.050289 4.474725e+11 1.757759 1.833741e+10 1.674278e+10 1.594634e+09 6.088146e+09 1.023600e+09 72213938.0 82975182.0 -10761244.0 4.535606e+11 4.413844e+11 22 2019-02-13 2721.07 1.840440 4.458779e+11 1.750218 2.343162e+10 2.075275e+10 2.678869e+09 6.129273e+09 1.034362e+09 128903463.0 83953738.0 44949725.0 4.520071e+11 4.397486e+11 23 2019-02-12 2671.89 0.678161 4.431990e+11 1.765938 1.627258e+10 1.479685e+10 1.475725e+09 5.745346e+09 9.894118e+08 102740624.0 74709013.0 28031611.0 4.489443e+11 4.374537e+11 24 2019-02-11 2653.90 1.362129 4.417233e+11 1.772810 1.523391e+10 1.199226e+10 3.241654e+09 5.560296e+09 9.613802e+08 84886710.0 24279729.0 60606981.0 4.472836e+11 4.361630e+11 25 2019-02-01 2618.23 1.302339 4.384816e+11 1.782959 9.167908e+09 1.528963e+10 -6.121724e+09 5.144865e+09 9.007733e+08 31657502.0 73054517.0 -41397015.0 4.436265e+11 4.333368e+11 26 2019-01-31 2584.57 0.349312 4.446033e+11 1.828885 1.065275e+10 1.356326e+10 -2.910518e+09 5.291350e+09 9.421703e+08 58254087.0 80436575.0 -22182488.0 4.498947e+11 4.393120e+11 27 2019-01-30 2575.58 -0.719976 4.475139e+11 1.851340 8.176778e+09 9.953286e+09 -1.776509e+09 5.401332e+09 9.643528e+08 39910790.0 95384509.0 -55473719.0 4.529152e+11 4.421125e+11 28 2019-01-29 2594.25 -0.104857 4.492904e+11 1.845505 1.084755e+10 1.271439e+10 -1.866846e+09 5.698281e+09 1.019826e+09 75864009.0 94210237.0 -18346228.0 4.549887e+11 4.435921e+11 29 2019-01-28 2596.98 -0.182444 4.511572e+11 1.853012 1.165504e+10 1.295651e+10 -1.301473e+09 5.829807e+09 1.038173e+09 64843482.0 74944099.0 -10100617.0 4.569870e+11 4.453274e+11 ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... 2146 2010-05-13 2710.51 2.063212 3.933576e+08 0.003741 4.351664e+07 2.627271e+07 1.724394e+07 8.409102e+06 0.000000e+00 0.0 0.0 0.0 4.017667e+08 3.849485e+08 2147 2010-05-12 2655.71 0.307451 3.761137e+08 0.003654 4.309028e+07 1.764459e+07 2.544569e+07 6.718753e+06 0.000000e+00 0.0 0.0 0.0 3.828324e+08 3.693949e+08 2148 2010-05-11 2647.57 -1.896540 3.506680e+08 0.003417 4.706739e+07 2.376950e+07 2.329789e+07 6.053063e+06 0.000000e+00 0.0 0.0 0.0 3.567210e+08 3.446149e+08 2149 2010-05-10 2698.76 0.385883 3.273701e+08 0.003126 3.641470e+07 1.898318e+07 1.743152e+07 6.273327e+06 0.000000e+00 0.0 0.0 0.0 3.336434e+08 3.210968e+08 2150 2010-05-07 2688.38 -1.873160 3.099386e+08 0.002973 4.835901e+07 5.242383e+07 -4.064814e+06 4.275122e+06 0.000000e+00 0.0 0.0 0.0 3.142137e+08 3.056634e+08 2151 2010-05-06 2739.70 -4.110703 3.140034e+08 0.002961 5.566670e+07 1.915923e+07 3.650747e+07 3.286323e+06 0.000000e+00 0.0 0.0 0.0 3.172897e+08 3.107171e+08 2152 2010-05-05 2857.15 0.771494 2.774959e+08 0.002515 5.059792e+07 1.594886e+07 3.464905e+07 5.144755e+06 0.000000e+00 0.0 0.0 0.0 2.826407e+08 2.723512e+08 2153 2010-05-04 2835.28 -1.230888 2.428469e+08 0.002229 2.194403e+07 1.462358e+07 7.320451e+06 3.519010e+06 0.000000e+00 0.0 0.0 0.0 2.463659e+08 2.393279e+08 2154 2010-04-30 2870.61 0.075965 2.355264e+08 0.002131 2.780456e+07 2.530830e+07 2.496255e+06 2.551528e+06 0.000000e+00 0.0 0.0 0.0 2.380779e+08 2.329749e+08 2155 2010-04-29 2868.43 -1.099840 2.330302e+08 0.002107 2.756149e+07 1.778070e+07 9.780792e+06 2.847328e+06 0.000000e+00 0.0 0.0 0.0 2.358775e+08 2.301828e+08 2156 2010-04-28 2900.33 -0.261251 2.232494e+08 0.001995 3.114470e+07 1.039027e+07 2.075443e+07 2.709735e+06 0.000000e+00 0.0 0.0 0.0 2.259591e+08 2.205396e+08 2157 2010-04-27 2907.93 -2.073579 2.024949e+08 0.001828 2.962158e+07 9.216965e+06 2.040462e+07 2.758191e+06 0.000000e+00 0.0 0.0 0.0 2.052531e+08 1.997367e+08 2158 2010-04-26 2969.50 -0.470381 1.820903e+08 0.001611 3.514197e+07 5.953716e+06 2.918826e+07 1.104218e+07 0.000000e+00 0.0 0.0 0.0 1.931325e+08 1.710481e+08 2159 2010-04-23 2983.54 -0.531658 1.529021e+08 0.001348 1.757482e+07 2.189181e+07 -4.316994e+06 2.830321e+06 0.000000e+00 0.0 0.0 0.0 1.557324e+08 1.500717e+08 2160 2010-04-22 2999.48 -1.114108 1.572191e+08 0.001378 3.260317e+07 2.949181e+06 2.965399e+07 2.932237e+06 0.000000e+00 0.0 0.0 0.0 1.601513e+08 1.542868e+08 2161 2010-04-21 3033.28 1.803806 1.275651e+08 0.001107 1.438441e+07 3.492704e+06 1.089171e+07 2.513143e+06 0.000000e+00 0.0 0.0 0.0 1.300782e+08 1.250519e+08 2162 2010-04-20 2979.53 -0.025635 1.166734e+08 0.001031 5.706716e+06 1.817191e+06 3.889525e+06 1.638860e+06 0.000000e+00 0.0 0.0 0.0 1.183122e+08 1.150345e+08 2163 2010-04-19 2980.30 -4.792030 1.127838e+08 0.000998 8.395193e+06 1.667584e+07 -8.280643e+06 1.031561e+06 0.000000e+00 0.0 0.0 0.0 1.138154e+08 1.117523e+08 2164 2010-04-16 3130.30 -1.095241 1.210645e+08 0.001020 2.584118e+07 7.875989e+06 1.796519e+07 1.198858e+06 0.000000e+00 0.0 0.0 0.0 1.222633e+08 1.198656e+08 2165 2010-04-15 3164.97 -0.038437 1.030993e+08 0.000860 2.091679e+07 7.298007e+06 1.361878e+07 2.712140e+05 0.000000e+00 0.0 0.0 0.0 1.033705e+08 1.028281e+08 2166 2010-04-14 3166.18 0.156014 8.948051e+07 0.000744 7.964900e+06 1.065354e+07 -2.688638e+06 2.122310e+05 0.000000e+00 0.0 0.0 0.0 8.969274e+07 8.926828e+07 2167 2010-04-13 3161.25 1.022222 9.216914e+07 0.000768 1.744420e+07 1.433604e+07 3.108161e+06 2.114450e+05 0.000000e+00 0.0 0.0 0.0 9.238059e+07 9.195770e+07 2168 2010-04-12 3129.26 -0.511359 8.906098e+07 0.000749 4.037660e+07 1.979258e+06 3.839734e+07 1.009200e+04 0.000000e+00 0.0 0.0 0.0 8.907108e+07 8.905089e+07 2169 2010-04-09 3145.35 0.854135 5.066364e+07 0.000424 2.207719e+07 1.647332e+06 2.042986e+07 1.019700e+04 0.000000e+00 0.0 0.0 0.0 5.067384e+07 5.065344e+07 2170 2010-04-08 3118.71 -0.937450 3.023378e+07 0.000255 5.147142e+06 1.870000e+02 5.146955e+06 1.011000e+04 0.000000e+00 0.0 0.0 0.0 3.024389e+07 3.022367e+07 2171 2010-04-07 3148.22 -0.331119 2.508683e+07 0.000210 1.514140e+07 1.458120e+05 1.499558e+07 3.841800e+04 0.000000e+00 0.0 0.0 0.0 2.512524e+07 2.504841e+07 2172 2010-04-06 3158.68 0.022926 1.009124e+07 0.000084 3.329461e+06 9.990000e+02 3.328462e+06 1.026700e+04 0.000000e+00 0.0 0.0 0.0 1.010151e+07 1.008098e+07 2173 2010-04-02 3157.96 0.334910 6.762781e+06 0.000056 2.075160e+05 2.868490e+05 -7.933300e+04 1.192900e+04 0.000000e+00 0.0 0.0 0.0 6.774710e+06 6.750852e+06 2174 2010-04-01 3147.42 1.232220 6.842114e+06 0.000057 1.054024e+06 3.672300e+04 1.017301e+06 1.732500e+04 0.000000e+00 0.0 0.0 0.0 6.859439e+06 6.824789e+06 2175 2010-03-31 3109.11 -0.618929 5.824813e+06 0.000049 5.866316e+06 0.000000e+00 0.000000e+00 2.414200e+04 0.000000e+00 0.0 0.0 0.0 5.848955e+06 5.800671e+06
(7) szMargins(retry=3, pause=0.001)
该方法用于获取深市融资融券历史数据
参数:
retry : int, 默认 3
如遇网络等问题重复执行的次数
pause : int, 默认 0
重复请求数据过程中暂停的秒数,防止请求间隔时间太短出现的问题
返回值:
DataFrame or List: [{'date':, 'close':, ...}, ...]
date: 日期
close: 上证指数收盘点数
zdf: 上证指数收盘涨跌幅(%)
rzye: 融资余额(元)
rzyezb: 融资余额占比(%)
rzmre: 融资买入额(元)
rzche: 融资偿还额(元)
rzjmre: 融资净买入额(元)
rqye: 融券余额(元)
rqyl: 融券余量(股)
rqmcl: 融券卖出量(股)
rqchl: 融券偿还量(股)
rqjmcl: 融券净卖出量(股)
rzrqye: 融资融券余额(元)
rzrqyecz: 融资融券余额差值(元)
示例:
import gugu as gg
obj = gg.Reference() # 创建投资参考对象
data = obj.szMargins() # 获取深市融资融券历史数据
obj.output() # 输出数据
输出:
date close zdf rzye rzyezb rzmre rzche rzjmre rqye rqyl rqmcl rqchl rqjmcl rzrqye rzrqyecz 0 2019-03-14 9417.93 -1.815346 3.441300e+11 2.158350 3.349688e+10 3.341408e+10 8.280196e+07 1.516798e+09 130044426.0 36041806.0 37917999.0 -1876193.0 3.456468e+11 3.426132e+11 1 2019-03-13 9592.06 -2.532029 3.440472e+11 2.108776 4.547065e+10 4.448861e+10 9.820424e+08 1.590019e+09 131920619.0 36196214.0 36419191.0 -222977.0 3.456372e+11 3.424572e+11 2 2019-03-12 9841.24 1.410824 3.430651e+11 2.056855 5.309368e+10 4.987563e+10 3.218047e+09 1.603149e+09 132143596.0 35604899.0 35818115.0 -213216.0 3.446683e+11 3.414620e+11 3 2019-03-11 9704.33 3.637474 3.398471e+11 2.071128 4.487410e+10 4.002357e+10 4.850529e+09 1.568527e+09 132356812.0 40704416.0 35102906.0 5601510.0 3.414156e+11 3.382786e+11 4 2019-03-08 9363.72 -3.248463 3.349966e+11 2.120740 5.432802e+10 4.942871e+10 4.899305e+09 1.457298e+09 126755302.0 37438336.0 46905966.0 -9467630.0 3.364539e+11 3.335393e+11 5 2019-03-07 9678.11 -0.230700 3.300973e+11 2.010985 5.319394e+10 4.696009e+10 6.233849e+09 1.561005e+09 136222932.0 38450787.0 38446458.0 4329.0 3.316583e+11 3.285362e+11 6 2019-03-06 9700.49 1.091630 3.238634e+11 1.982533 5.006290e+10 4.688533e+10 3.177569e+09 1.611624e+09 136218603.0 37057191.0 33726507.0 3330684.0 3.254750e+11 3.222518e+11 7 2019-03-05 9595.74 2.251904 3.206858e+11 1.992423 4.262113e+10 3.721731e+10 5.403815e+09 1.566162e+09 132887919.0 34233277.0 35581567.0 -1348290.0 3.222520e+11 3.191197e+11 8 2019-03-04 9384.42 2.364455 3.152820e+11 2.004256 4.928719e+10 4.567102e+10 3.616162e+09 1.581075e+09 134236209.0 41439787.0 31218147.0 10221640.0 3.168631e+11 3.137009e+11 9 2019-03-01 9167.65 1.502714 3.116659e+11 2.024592 2.812910e+10 2.841032e+10 -2.812207e+08 1.432518e+09 124014569.0 33874509.0 27330066.0 6544443.0 3.130984e+11 3.102333e+11 10 2019-02-28 9031.93 0.290492 3.119471e+11 2.051063 2.732431e+10 2.561047e+10 1.713841e+09 1.362403e+09 117470126.0 26240731.0 29995851.0 -3755120.0 3.133095e+11 3.105847e+11 11 2019-02-27 9005.76 -0.916213 3.102332e+11 2.045870 3.940048e+10 3.592641e+10 3.474078e+09 1.384115e+09 121225246.0 30332515.0 35758594.0 -5426079.0 3.116174e+11 3.088491e+11 12 2019-02-26 9089.04 -0.498545 3.067592e+11 2.011063 5.229609e+10 4.800098e+10 4.295101e+09 1.432814e+09 126651325.0 37449009.0 38477386.0 -1028377.0 3.081920e+11 3.053263e+11 13 2019-02-25 9134.58 5.587482 3.024641e+11 1.974638 4.992951e+10 4.271413e+10 7.215388e+09 1.453805e+09 127679702.0 41168306.0 35380468.0 5787838.0 3.039179e+11 3.010103e+11 14 2019-02-22 8651.20 2.360303 2.952487e+11 2.030284 2.901461e+10 2.630161e+10 2.713004e+09 1.313513e+09 121891864.0 30271244.0 31348226.0 -1076982.0 2.965622e+11 2.939352e+11 15 2019-02-21 8451.71 -0.256284 2.925357e+11 2.057823 2.875598e+10 2.705474e+10 1.701240e+09 1.302887e+09 122968846.0 27318275.0 28512856.0 -1194581.0 2.938386e+11 2.912328e+11 16 2019-02-20 8473.43 0.385695 2.908344e+11 2.039785 2.292034e+10 2.037878e+10 2.541554e+09 1.305041e+09 124163427.0 23832680.0 24545037.0 -712357.0 2.921395e+11 2.895294e+11 17 2019-02-19 8440.87 -0.071600 2.882929e+11 2.029807 2.794742e+10 2.523549e+10 2.711937e+09 1.305271e+09 124875784.0 27382568.0 25908643.0 1473925.0 2.895981e+11 2.869876e+11 18 2019-02-18 8446.92 3.953956 2.855809e+11 2.014046 2.561933e+10 2.296069e+10 2.658642e+09 1.308300e+09 123401859.0 38403248.0 21526465.0 16876783.0 2.868892e+11 2.842726e+11 19 2019-02-15 8125.63 -1.147536 2.829223e+11 2.072842 1.938978e+10 1.708799e+10 2.301789e+09 1.116292e+09 106525076.0 17501413.0 23609448.0 -6108035.0 2.840386e+11 2.818060e+11 20 2019-02-14 8219.96 0.596668 2.806205e+11 2.040508 1.954892e+10 1.736866e+10 2.180260e+09 1.182959e+09 112633111.0 24604390.0 18785568.0 5818822.0 2.818035e+11 2.794375e+11 21 2019-02-13 8171.21 2.011617 2.784402e+11 2.038678 2.155041e+10 1.922335e+10 2.327062e+09 1.156162e+09 106814289.0 29944096.0 22037039.0 7907057.0 2.795964e+11 2.772841e+11 22 2019-02-12 8010.07 1.149482 2.761132e+11 2.060004 1.571497e+10 1.386342e+10 1.851551e+09 1.028187e+09 98907232.0 25697105.0 19769061.0 5928044.0 2.771414e+11 2.750850e+11 23 2019-02-11 7919.05 3.058942 2.742616e+11 2.070869 1.388085e+10 1.205898e+10 1.821880e+09 1.020691e+09 92979188.0 20017827.0 9496439.0 10521388.0 2.752823e+11 2.732409e+11 24 2019-02-01 7684.00 2.738015 2.724398e+11 2.123210 8.918566e+09 1.382594e+10 -4.907373e+09 8.848639e+08 82457800.0 13632522.0 18356201.0 -4723679.0 2.733246e+11 2.715549e+11 25 2019-01-31 7479.22 0.117048 2.773471e+11 2.219728 9.528708e+09 1.170769e+10 -2.178982e+09 9.482163e+08 87181479.0 13258102.0 20946157.0 -7688055.0 2.782953e+11 2.763989e+11 26 2019-01-30 7470.47 -1.070398 2.795261e+11 2.225307 7.784812e+09 9.346593e+09 -1.561781e+09 9.772411e+08 94869534.0 13195741.0 21361873.0 -8166132.0 2.805033e+11 2.785489e+11 27 2019-01-29 7551.30 -0.504376 2.810879e+11 2.210472 9.921223e+09 1.067575e+10 -7.545294e+08 1.048183e+09 103035666.0 19715206.0 22102777.0 -2387571.0 2.821361e+11 2.800397e+11 28 2019-01-28 7589.58 -0.077309 2.818424e+11 2.194874 1.046097e+10 1.126231e+10 -8.013417e+08 1.090078e+09 105423237.0 15296725.0 14520536.0 776189.0 2.829325e+11 2.807523e+11 29 2019-01-25 7595.45 0.289535 2.826438e+11 2.194488 1.048165e+10 1.231440e+10 -1.832755e+09 1.061908e+09 104647048.0 16595597.0 14547964.0 2047633.0 2.837057e+11 2.815819e+11 ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... 2146 2010-05-13 10417.80 2.672513 2.397221e+08 0.006922 9.782955e+06 9.399577e+06 3.833780e+05 1.416380e+06 61009.0 7300.0 16400.0 -9100.0 2.411385e+08 2.383058e+08 2147 2010-05-12 10146.63 0.549290 2.393388e+08 0.007094 1.002670e+07 9.353275e+06 6.734200e+05 1.637752e+06 70109.0 29100.0 16800.0 12300.0 2.409765e+08 2.377010e+08 2148 2010-05-11 10091.20 -1.683937 2.386653e+08 0.006993 1.944719e+07 7.775758e+06 1.167143e+07 1.284209e+06 57809.0 9000.0 2000.0 7000.0 2.399495e+08 2.373811e+08 2149 2010-05-10 10264.04 1.159227 2.269939e+08 0.006502 1.718630e+07 7.653996e+06 9.532308e+06 1.204576e+06 50809.0 9300.0 5900.0 3400.0 2.281985e+08 2.257893e+08 2150 2010-05-07 10146.42 -2.649445 2.174616e+08 0.006168 1.338892e+07 1.223466e+07 1.154260e+06 1.084070e+06 47409.0 6409.0 3200.0 3209.0 2.185457e+08 2.163775e+08 2151 2010-05-06 10422.56 -5.281573 2.163073e+08 0.006008 3.700670e+07 1.891307e+07 1.809364e+07 1.021638e+06 44200.0 26000.0 30100.0 -4100.0 2.173290e+08 2.152857e+08 2152 2010-05-05 11003.73 0.391943 1.982137e+08 0.005313 5.207589e+07 6.114316e+06 4.596157e+07 9.435710e+05 48300.0 6300.0 21100.0 -14800.0 1.991573e+08 1.972701e+08 2153 2010-05-04 10960.77 -1.807564 1.522521e+08 0.004166 1.096078e+07 4.625603e+06 6.335181e+06 1.128695e+06 63100.0 36300.0 12500.0 23800.0 1.533808e+08 1.511234e+08 2154 2010-04-30 11162.54 -0.301973 1.459169e+08 0.003967 1.848774e+07 7.123231e+06 1.136451e+07 8.248070e+05 39300.0 5200.0 74700.0 -69500.0 1.467417e+08 1.450921e+08 2155 2010-04-29 11196.35 -1.213180 1.345524e+08 0.003602 8.192481e+06 3.762873e+06 4.429608e+06 2.147730e+06 108800.0 13000.0 1000.0 12000.0 1.367002e+08 1.324047e+08 2156 2010-04-28 11333.85 -0.189514 1.301228e+08 0.003399 1.470589e+07 2.216508e+06 1.248939e+07 1.759408e+06 96800.0 50700.0 38000.0 12700.0 1.318822e+08 1.283634e+08 2157 2010-04-27 11355.37 -2.131069 1.176334e+08 0.003062 1.171015e+07 3.661568e+06 8.048582e+06 1.541466e+06 84100.0 18400.0 4000.0 14400.0 1.191749e+08 1.160920e+08 2158 2010-04-26 11602.63 -0.856542 1.095849e+08 0.002787 8.683319e+06 7.052340e+06 1.630979e+06 1.362953e+06 69700.0 48700.0 0.0 48700.0 1.109478e+08 1.082219e+08 2159 2010-04-23 11702.87 -0.009313 1.079539e+08 0.002735 1.661633e+07 7.266414e+06 9.349915e+06 3.741800e+05 21000.0 10100.0 9400.0 700.0 1.083281e+08 1.075797e+08 2160 2010-04-22 11703.96 -0.534214 9.860396e+07 0.002485 2.470639e+07 1.589559e+06 2.311684e+07 5.132600e+05 20300.0 3200.0 3900.0 -700.0 9.911722e+07 9.809070e+07 2161 2010-04-21 11766.82 1.974525 7.548713e+07 0.001904 6.181261e+06 6.575005e+06 -3.937440e+05 5.330900e+05 21000.0 10000.0 0.0 10000.0 7.602022e+07 7.495404e+07 2162 2010-04-20 11538.98 -0.906860 7.588087e+07 0.001971 4.200533e+06 1.394494e+06 2.806039e+06 1.873200e+05 11000.0 0.0 61900.0 -61900.0 7.606819e+07 7.569355e+07 2163 2010-04-19 11644.58 -6.219608 7.307483e+07 0.001908 1.678656e+07 1.007429e+06 1.577913e+07 1.388049e+06 72900.0 118600.0 50900.0 67700.0 7.446288e+07 7.168678e+07 2164 2010-04-16 12416.86 -0.770621 5.729571e+07 0.001438 1.026195e+07 9.465280e+05 9.315419e+06 9.718600e+04 5200.0 0.0 0.0 0.0 5.739289e+07 5.719852e+07 2165 2010-04-15 12513.29 -0.353648 4.798029e+07 0.001201 1.660717e+07 6.375000e+04 1.654342e+07 9.767600e+04 5200.0 4200.0 0.0 4200.0 4.807796e+07 4.788261e+07 2166 2010-04-14 12557.70 0.366132 3.143686e+07 0.000783 9.419777e+06 6.026330e+06 3.393447e+06 8.200000e+03 1000.0 0.0 0.0 0.0 3.144506e+07 3.142866e+07 2167 2010-04-13 12511.89 0.908849 2.804342e+07 0.000705 1.061836e+07 7.387971e+06 3.230391e+06 8.190000e+03 1000.0 0.0 0.0 0.0 2.805161e+07 2.803523e+07 2168 2010-04-12 12399.20 -1.241884 2.481303e+07 0.000620 1.040656e+07 5.326534e+06 5.080029e+06 8.100000e+03 1000.0 2200.0 6600.0 -4400.0 2.482113e+07 2.480493e+07 2169 2010-04-09 12555.12 1.030981 1.973300e+07 0.000494 9.357095e+06 4.091855e+06 5.265240e+06 1.083620e+05 5400.0 6700.0 4400.0 2300.0 1.984136e+07 1.962464e+07 2170 2010-04-08 12427.00 -1.622629 1.446776e+07 0.000368 6.713260e+06 3.761029e+06 2.952231e+06 5.602300e+04 3100.0 2100.0 100.0 2000.0 1.452378e+07 1.441174e+07 2171 2010-04-07 12631.97 -0.557828 1.151553e+07 0.000291 7.094565e+06 1.250000e+03 7.093315e+06 9.476000e+03 1100.0 0.0 100.0 -100.0 1.152500e+07 1.150605e+07 2172 2010-04-06 12702.83 -0.509326 4.422212e+06 0.000112 3.832600e+06 5.834530e+06 -2.001930e+06 1.393500e+04 1200.0 0.0 0.0 0.0 4.436147e+06 4.408277e+06 2173 2010-04-02 12767.86 0.644802 6.424142e+06 0.000163 6.211123e+06 6.658905e+06 -4.477820e+05 1.408800e+04 1200.0 0.0 100.0 -100.0 6.438230e+06 6.410054e+06 2174 2010-04-01 12686.06 1.534374 6.871924e+06 0.000175 8.494307e+06 2.293179e+06 6.201128e+06 1.470700e+04 1300.0 0.0 2600.0 -2600.0 6.886631e+06 6.857217e+06 2175 2010-03-31 12494.35 -0.783687 6.707960e+05 0.000017 6.845690e+05 0.000000e+00 0.000000e+00 7.089500e+04 3900.0 4000.0 0.0 0.0 7.416910e+05 5.999010e+05
(8) marginDetailsAllByDate(date, retry=3, pause=0.001)
该方法用于按日期获取两市融资融券明细列表
参数:
date : string
选择日期 format:YYYY-MM-DD
retry : int, 默认 3
如遇网络等问题重复执行的次数
pause : int, 默认 0
重复请求数据过程中暂停的秒数,防止请求间隔时间太短出现的问题
返回值:
DataFrame or List: [{'code':, 'name':, ...}, ...]
code: 股票代码
name: 名称
rzye: 当日融资余额(元)
rzyezb: 当日融资余额占比(%)
rzmre: 当日融资买入额(元)
rzche: 当日融资偿还额(元)
rzjmre: 当日融资净买入额(元)
rqye: 当日融券余额(元)
rqyl: 当日融券余量(股)
rqmcl: 当日融券卖出量(股)
rqchl: 当日融券偿还量(股)
rqjmcl: 当日融券净卖出量(股)
rzrqye: 当日融资融券余额(元)
rzrqyecz: 当日融资融券余额差值(元)
示例:
import gugu as gg
obj = gg.Reference() # 创建投资参考对象
data = obj.marginDetailsAllByDate(date='2019-03-14') # 按日期获取两市融资融券明细列表
obj.output() # 输出数据
输出:
code name rzye rzyezb rzmre rzche rzjmre rqye rqyl rqmcl rqchl rqjmcl rzrqye rzrqyecz date 0 300024 机器人 1.678598e+09 5.62 3.034254e+08 1.237149e+08 179710558.0 1.294138e+07 655260.0 125000.0 60472.0 64528.0 1.691539e+09 1.665657e+09 2019-03-14 1 601012 隆基股份 1.358080e+09 1.80 2.716202e+08 9.937314e+07 172247025.0 8.532756e+06 314282.0 93871.0 53893.0 39978.0 1.366612e+09 1.349547e+09 2019-03-14 2 600895 张江高科 1.800630e+09 4.82 9.078685e+08 7.480642e+08 159804282.0 1.664409e+07 690626.0 156100.0 105700.0 50400.0 1.817274e+09 1.783986e+09 2019-03-14 3 600570 恒生电子 3.000914e+09 5.89 5.108016e+08 3.713340e+08 139467607.0 1.866736e+07 226271.0 35700.0 31400.0 4300.0 3.019581e+09 2.982246e+09 2019-03-14 4 600624 复旦复华 5.165799e+08 7.55 2.897562e+08 1.575646e+08 132191589.0 8.591400e+05 86000.0 20000.0 0.0 20000.0 5.174391e+08 5.157208e+08 2019-03-14 5 002673 西部证券 1.958973e+09 4.96 4.239524e+08 2.923358e+08 131616595.0 1.090889e+07 967100.0 309900.0 129000.0 180900.0 1.969882e+09 1.948064e+09 2019-03-14 6 600064 南京高科 8.410103e+08 5.39 4.212721e+08 2.939360e+08 127336083.0 2.146662e+06 170100.0 49100.0 60000.0 -10900.0 8.431570e+08 8.388637e+08 2019-03-14 7 159915 创业板 7.496767e+08 0.00 3.289439e+08 2.181278e+08 110816109.0 0.000000e+00 0.0 0.0 0.0 0.0 7.496767e+08 7.496767e+08 2019-03-14 8 002493 荣盛石化 6.816453e+08 1.16 1.186707e+08 1.012349e+07 108547245.0 2.695545e+06 243500.0 135800.0 33800.0 102000.0 6.843409e+08 6.789498e+08 2019-03-14 9 300017 网宿科技 3.344777e+09 10.87 1.132760e+09 1.024399e+09 108360574.0 8.870385e+06 624675.0 338400.0 304900.0 33500.0 3.353647e+09 3.335907e+09 2019-03-14 10 000063 中兴通讯 3.419538e+09 3.52 4.546975e+08 3.485271e+08 106170357.0 1.739918e+07 615900.0 33900.0 140700.0 -106800.0 3.436938e+09 3.402139e+09 2019-03-14 11 300079 数码科技 1.320564e+09 17.31 3.402797e+08 2.418131e+08 98466625.0 0.000000e+00 0.0 0.0 0.0 0.0 1.320564e+09 1.320564e+09 2019-03-14 12 600048 保利地产 2.689428e+09 1.72 3.831929e+08 2.956511e+08 87541842.0 1.210388e+07 913500.0 87600.0 611000.0 -523400.0 2.701532e+09 2.677324e+09 2019-03-14 13 002230 科大讯飞 4.168578e+09 6.39 4.416098e+08 3.591425e+08 82467385.0 1.887535e+07 526950.0 87700.0 174800.0 -87100.0 4.187453e+09 4.149703e+09 2019-03-14 14 000789 万年青 4.704422e+08 5.41 1.906297e+08 1.089905e+08 81639183.0 1.469375e+06 103550.0 52800.0 96500.0 -43700.0 4.719116e+08 4.689728e+08 2019-03-14 15 601211 国泰君安 2.391752e+09 1.66 2.823230e+08 2.034819e+08 78841109.0 2.846328e+07 1480920.0 428400.0 2116847.0 -1688447.0 2.420215e+09 2.363289e+09 2019-03-14 16 002714 牧原股份 1.304712e+09 2.20 1.996734e+08 1.231144e+08 76558986.0 8.946556e+06 179758.0 66800.0 47802.0 18998.0 1.313658e+09 1.295765e+09 2019-03-14 17 300059 东方财富 7.576338e+09 9.40 1.040008e+09 9.660323e+08 73976031.0 3.671677e+07 1891642.0 226862.0 160100.0 66762.0 7.613055e+09 7.539621e+09 2019-03-14 18 159934 黄金ETF 1.175703e+09 0.00 1.301457e+08 5.737835e+07 72767325.0 0.000000e+00 0.0 0.0 0.0 0.0 1.175703e+09 1.175703e+09 2019-03-14 19 600218 全柴动力 7.536855e+08 15.02 3.425761e+08 2.755535e+08 67022608.0 2.177600e+04 1600.0 1200.0 0.0 1200.0 7.537073e+08 7.536637e+08 2019-03-14 20 000989 九 芝 堂 4.948089e+08 6.10 1.236457e+08 5.749672e+07 66148968.0 8.214850e+05 64837.0 1200.0 1200.0 0.0 4.956304e+08 4.939874e+08 2019-03-14 21 002466 天齐锂业 1.350615e+09 3.06 4.846529e+08 4.196700e+08 64982838.0 8.571211e+06 220680.0 100980.0 308754.0 -207774.0 1.359186e+09 1.342044e+09 2019-03-14 22 600720 祁连山 5.770295e+08 8.67 2.181608e+08 1.550510e+08 63109838.0 9.804080e+05 114400.0 55000.0 40000.0 15000.0 5.780099e+08 5.760491e+08 2019-03-14 23 600516 方大炭素 2.919865e+09 7.12 4.003512e+08 3.395796e+08 60771576.0 1.033180e+07 446298.0 62900.0 402434.0 -339534.0 2.930197e+09 2.909533e+09 2019-03-14 24 600176 中国巨石 1.568598e+09 4.25 1.353233e+08 7.771668e+07 57606637.0 2.325235e+06 220820.0 20500.0 4000.0 16500.0 1.570923e+09 1.566273e+09 2019-03-14 25 601628 中国人寿 1.017224e+09 0.17 1.051287e+08 4.775918e+07 57369508.0 2.242014e+07 789998.0 45500.0 17900.0 27600.0 1.039644e+09 9.948034e+08 2019-03-14 26 600309 万华化学 3.128135e+09 5.69 2.110846e+08 1.556534e+08 55431232.0 4.517213e+07 1170869.0 157400.0 126000.0 31400.0 3.173307e+09 3.082963e+09 2019-03-14 27 300498 温氏股份 1.220066e+09 0.88 3.747412e+08 3.196496e+08 55091602.0 3.723000e+05 10000.0 3300.0 10600.0 -7300.0 1.220438e+09 1.219694e+09 2019-03-14 28 600648 外高桥 7.131678e+08 4.50 8.796484e+07 3.482899e+07 53135849.0 1.710806e+06 100873.0 23709.0 21024.0 2685.0 7.148786e+08 7.114570e+08 2019-03-14 29 518880 黄金ETF 1.631117e+10 0.00 2.902886e+08 2.391504e+08 51138264.0 4.900634e+06 1740900.0 1740000.0 1105300.0 634700.0 1.631607e+10 1.630627e+10 2019-03-14 .. ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... 968 002460 赣锋锂业 2.761844e+09 11.15 8.469110e+08 8.945990e+08 -47687984.0 8.624831e+06 278850.0 87600.0 234100.0 -146500.0 2.770469e+09 2.753219e+09 2019-03-14 969 600446 金证股份 1.640235e+09 9.15 3.034859e+08 3.516276e+08 -48141703.0 2.102000e+05 10000.0 10000.0 79000.0 -69000.0 1.640446e+09 1.640025e+09 2019-03-14 970 002736 国信证券 9.390194e+08 0.87 1.433160e+08 1.920032e+08 -48687198.0 4.209643e+07 3203686.0 595100.0 965400.0 -370300.0 9.811158e+08 8.969230e+08 2019-03-14 971 601328 交通银行 2.293932e+09 0.92 5.552048e+07 1.044751e+08 -48954635.0 1.173391e+07 1842058.0 363300.0 918400.0 -555100.0 2.305665e+09 2.282198e+09 2019-03-14 972 600050 中国联通 4.242363e+09 2.88 3.611620e+08 4.102683e+08 -49106336.0 1.757670e+07 2529022.0 710500.0 1049300.0 -338800.0 4.259940e+09 4.224787e+09 2019-03-14 973 600518 康美药业 1.130211e+09 2.64 1.418457e+08 1.911364e+08 -49290788.0 5.872705e+06 604810.0 83600.0 63800.0 19800.0 1.136084e+09 1.124338e+09 2019-03-14 974 600825 新华传媒 4.871995e+08 6.77 7.562187e+07 1.267183e+08 -51096425.0 2.245451e+06 325900.0 155000.0 205899.0 -50899.0 4.894450e+08 4.849541e+08 2019-03-14 975 000728 国元证券 1.732378e+09 5.82 3.198240e+08 3.713010e+08 -51476982.0 4.003904e+07 3964261.0 2067250.0 897757.0 1169493.0 1.772417e+09 1.692339e+09 2019-03-14 976 000793 华闻传媒 8.243065e+08 10.15 1.124404e+08 1.644678e+08 -52027480.0 9.107090e+05 217353.0 11400.0 12200.0 -800.0 8.252172e+08 8.233958e+08 2019-03-14 977 000568 泸州老窖 6.721475e+08 0.90 6.029250e+07 1.164652e+08 -56172747.0 1.115429e+07 216883.0 70600.0 74700.0 -4100.0 6.833018e+08 6.609932e+08 2019-03-14 978 600030 中信证券 1.109912e+10 4.84 1.307607e+09 1.369371e+09 -61763566.0 2.004145e+08 8575716.0 855700.0 1086526.0 -230826.0 1.129954e+10 1.089871e+10 2019-03-14 979 600837 海通证券 4.763002e+09 4.43 2.972173e+08 3.624378e+08 -65220480.0 1.160906e+08 8735182.0 1603484.0 2643890.0 -1040406.0 4.879092e+09 4.646911e+09 2019-03-14 980 000725 京东方A 8.913876e+09 6.91 9.697748e+08 1.036008e+09 -66233383.0 2.549347e+07 6691200.0 1820300.0 823000.0 997300.0 8.939370e+09 8.888383e+09 2019-03-14 981 600036 招商银行 3.268372e+09 0.50 1.268085e+08 1.984038e+08 -71595326.0 1.143180e+08 3634914.0 531600.0 128900.0 402700.0 3.382690e+09 3.154054e+09 2019-03-14 982 601688 华泰证券 3.399603e+09 2.85 3.197667e+08 3.932778e+08 -73511104.0 8.377762e+07 3820229.0 1299144.0 1187500.0 111644.0 3.483381e+09 3.315825e+09 2019-03-14 983 600029 南方航空 1.080075e+09 1.86 1.090015e+08 1.862283e+08 -77226773.0 2.722830e+07 3300400.0 1537600.0 241500.0 1296100.0 1.107304e+09 1.052847e+09 2019-03-14 984 002217 合力泰 1.306979e+09 6.90 2.028166e+08 2.902866e+08 -87469981.0 4.138400e+04 5600.0 0.0 0.0 0.0 1.307020e+09 1.306938e+09 2019-03-14 985 601111 中国国航 5.404945e+08 0.60 8.445176e+07 1.746832e+08 -90231470.0 6.473280e+06 674300.0 324800.0 390100.0 -65300.0 5.469678e+08 5.340212e+08 2019-03-14 986 600783 鲁信创投 1.020405e+09 5.80 1.252426e+08 2.175254e+08 -92282827.0 5.150970e+06 217800.0 44700.0 34500.0 10200.0 1.025556e+09 1.015254e+09 2019-03-14 987 601108 财通证券 2.664773e+09 8.55 5.808558e+08 6.740793e+08 -93223515.0 1.302258e+08 10056050.0 5007122.0 3230466.0 1776656.0 2.794999e+09 2.534547e+09 2019-03-14 988 000651 格力电器 4.785985e+09 1.76 1.696402e+08 2.718421e+08 -102201989.0 4.055105e+07 892016.0 119900.0 45200.0 74700.0 4.826536e+09 4.745434e+09 2019-03-14 989 600635 大众公用 1.251453e+09 7.37 2.730895e+08 3.868659e+08 -113776399.0 2.078896e+06 296139.0 49800.0 51761.0 -1961.0 1.253532e+09 1.249374e+09 2019-03-14 990 601318 中国平安 2.222012e+10 2.82 1.050796e+09 1.176898e+09 -126102004.0 1.838460e+08 2525357.0 371500.0 136600.0 234900.0 2.240396e+10 2.203627e+10 2019-03-14 991 600519 贵州茅台 6.391189e+09 0.65 5.170149e+08 6.500180e+08 -133003072.0 1.939608e+08 249307.0 33200.0 5800.0 27400.0 6.585150e+09 6.197228e+09 2019-03-14 992 000839 中信国安 1.619152e+09 6.78 3.427462e+08 4.774572e+08 -134710969.0 1.022164e+07 1678431.0 519000.0 314300.0 204700.0 1.629374e+09 1.608930e+09 2019-03-14 993 601166 兴业银行 1.157249e+10 3.34 2.195742e+08 3.554604e+08 -135886188.0 3.012908e+07 1656354.0 248600.0 280700.0 -32100.0 1.160262e+10 1.154236e+10 2019-03-14 994 600572 康恩贝 1.628071e+09 6.87 3.020717e+08 4.437961e+08 -141724474.0 3.157472e+06 354374.0 91400.0 48700.0 42700.0 1.631229e+09 1.624914e+09 2019-03-14 995 600604 市北高新 1.268146e+09 5.21 2.407895e+08 3.882815e+08 -147491985.0 1.210472e+06 66400.0 20000.0 0.0 20000.0 1.269356e+09 1.266935e+09 2019-03-14 996 601881 中国银河 1.417764e+09 10.88 1.482706e+08 3.051060e+08 -156835424.0 5.772477e+06 544060.0 209400.0 78500.0 130900.0 1.423537e+09 1.411992e+09 2019-03-14 997 600460 士兰微 1.426323e+09 7.13 2.279799e+08 3.852256e+08 -157245645.0 1.092554e+07 716899.0 185100.0 254100.0 -69000.0 1.437248e+09 1.415397e+09 2019-03-14
(9) marginTotal(retry=3, pause=0.001)
该方法用于获取两市合计融资融券历史数据
参数:
retry : int, 默认 3
如遇网络等问题重复执行的次数
pause : int, 默认 0
重复请求数据过程中暂停的秒数,防止请求间隔时间太短出现的问题
返回值:
DataFrame or List: [{'date':, 'close':, ...}, ...]
date: 日期
close: 沪深300收盘点数
zdf: 沪深300收盘涨跌幅(%)
rzye: 融资余额(元)
rzyezb: 融资余额占比(%)
rzmre: 融资买入额(元)
rzche: 融资偿还额(元)
rzjmre: 融资净买入额(元)
rqye: 融券余额(元)
rqyl: 融券余量(股)
rqmcl: 融券卖出量(股)
rqchl: 融券偿还量(股)
rqjmcl: 融券净卖出量(股)
rzrqye: 融资融券余额(元)
rzrqyecz: 融资融券余额差值(元)
示例:
import gugu as gg
obj = gg.Reference() # 创建投资参考对象
data = obj.marginTotal() # 获取两市合计融资融券历史数据
obj.output() # 输出数据
输出:
date close zdf rzye rzyezb rzmre rzche rzjmre rqye rqyl rqmcl rqchl rqjmcl rzrqye rzrqyecz 0 2019-03-14 3698.49 -0.690305 8.799983e+11 2.013510 7.387170e+10 7.503875e+10 -1.167055e+09 8.326398e+09 1.152206e+09 171444811.0 221111500.0 -49666689.0 8.883247e+11 8.716719e+11 1 2019-03-13 3724.19 -0.829691 8.811654e+11 1.986517 1.013207e+11 9.739766e+10 3.923090e+09 8.740472e+09 1.201873e+09 211958229.0 216385135.0 -4426906.0 8.899058e+11 8.724249e+11 2 2019-03-12 3755.35 0.680901 8.772423e+11 1.951277 1.152524e+11 1.063963e+11 8.856149e+09 8.982100e+09 1.206300e+09 230914292.0 196703992.0 34210300.0 8.862244e+11 8.682602e+11 3 2019-03-11 3729.95 1.978784 8.683861e+11 1.955751 9.588842e+10 8.247211e+10 1.341631e+10 8.649860e+09 1.172090e+09 228360012.0 213781666.0 14578346.0 8.770360e+11 8.597363e+11 4 2019-03-08 3657.58 -3.971559 8.549698e+11 1.977549 1.146243e+11 1.091494e+11 5.474885e+09 8.409823e+09 1.157511e+09 172803954.0 257750412.0 -84946458.0 8.633796e+11 8.465600e+11 5 2019-03-07 3808.85 -1.019742 8.494949e+11 1.885282 1.249335e+11 1.087169e+11 1.621667e+10 9.242687e+09 1.242458e+09 207275033.0 253155639.0 -45880606.0 8.587376e+11 8.402522e+11 6 2019-03-06 3848.09 0.840592 8.332783e+11 1.849211 1.157937e+11 1.028118e+11 1.298192e+10 9.484845e+09 1.288338e+09 241366352.0 201225283.0 40141069.0 8.427631e+11 8.237934e+11 7 2019-03-05 3816.01 0.577454 8.202963e+11 1.844816 9.262895e+10 7.933424e+10 1.329471e+10 9.092457e+09 1.248197e+09 178353700.0 190940925.0 -12587225.0 8.293888e+11 8.112039e+11 8 2019-03-04 3794.10 1.183816 8.070016e+11 1.837586 1.112667e+11 1.004811e+11 1.078559e+10 9.148789e+09 1.260785e+09 246286811.0 152456473.0 93830338.0 8.161504e+11 7.978528e+11 9 2019-03-01 3749.71 2.189585 7.962160e+11 1.837860 6.494771e+10 6.523424e+10 -2.865274e+08 8.405273e+09 1.166954e+09 167318166.0 156527300.0 10790866.0 8.046213e+11 7.878108e+11 10 2019-02-28 3669.37 -0.245265 7.965026e+11 1.868720 6.160841e+10 5.988834e+10 1.720070e+09 8.164775e+09 1.156163e+09 127505206.0 164813559.0 -37308353.0 8.046674e+11 7.883378e+11 11 2019-02-27 3678.39 -0.171016 7.947825e+11 1.861957 9.114309e+10 8.127482e+10 9.868269e+09 8.442682e+09 1.193472e+09 169855854.0 184829476.0 -14973622.0 8.032252e+11 7.863398e+11 12 2019-02-26 3684.69 -1.200960 7.849142e+11 1.838525 1.140745e+11 1.043284e+11 9.746018e+09 8.598615e+09 1.208445e+09 171174536.0 213228327.0 -42053791.0 7.935129e+11 7.763156e+11 13 2019-02-25 3729.48 5.947667 7.751682e+11 1.803414 1.101866e+11 9.222188e+10 1.796469e+10 8.893418e+09 1.250499e+09 241807211.0 161798568.0 80008643.0 7.840616e+11 7.662748e+11 14 2019-02-22 3520.12 2.248598 7.572035e+11 1.858147 6.143416e+10 5.600111e+10 5.433054e+09 7.946644e+09 1.170491e+09 145210382.0 166870553.0 -21660171.0 7.651502e+11 7.492569e+11 15 2019-02-21 3442.71 -0.267146 7.517705e+11 1.881061 5.809111e+10 5.433988e+10 3.751231e+09 7.831376e+09 1.192151e+09 160604304.0 139095597.0 21508707.0 7.596019e+11 7.439391e+11 16 2019-02-20 3451.93 0.358166 7.480192e+11 1.865785 4.592237e+10 4.138874e+10 4.533629e+09 7.615847e+09 1.170642e+09 135364077.0 113440996.0 21923081.0 7.556351e+11 7.404034e+11 17 2019-02-19 3439.61 -0.178104 7.434856e+11 1.860426 5.657281e+10 5.057453e+10 5.998281e+09 7.565993e+09 1.148719e+09 123309983.0 147506043.0 -24196060.0 7.510516e+11 7.359196e+11 18 2019-02-18 3445.74 3.206037 7.374873e+11 1.846184 5.073693e+10 4.562367e+10 5.113257e+09 7.699362e+09 1.172915e+09 170355460.0 93222972.0 77132488.0 7.451867e+11 7.297880e+11 19 2019-02-15 3338.70 -1.864579 7.323741e+11 1.890173 3.810099e+10 3.381992e+10 4.281073e+09 6.852924e+09 1.095783e+09 80272251.0 120723161.0 -40450910.0 7.392270e+11 7.255212e+11 20 2019-02-14 3402.14 0.150505 7.280930e+11 1.856931 3.788634e+10 3.411144e+10 3.774894e+09 7.271105e+09 1.136233e+09 96818328.0 101760750.0 -4942422.0 7.353641e+11 7.208219e+11 21 2019-02-13 3397.03 2.002570 7.243181e+11 1.850893 4.498203e+10 3.997610e+10 5.005931e+09 7.285435e+09 1.141176e+09 158847559.0 105990777.0 52856782.0 7.316035e+11 7.170327e+11 22 2019-02-12 3330.34 0.721700 7.193122e+11 1.868313 3.198755e+10 2.866027e+10 3.327276e+09 6.773534e+09 1.088319e+09 128437729.0 94478074.0 33959655.0 7.260857e+11 7.125386e+11 23 2019-02-11 3306.47 1.819162 7.159849e+11 1.876253 2.911477e+10 2.405123e+10 5.063533e+09 6.580987e+09 1.054359e+09 104904537.0 33776168.0 71128369.0 7.225659e+11 7.094039e+11 24 2019-02-01 3247.40 1.429396 7.109214e+11 1.899619 1.808647e+10 2.911557e+10 -1.102910e+10 6.029729e+09 9.832311e+08 45290024.0 91410718.0 -46120694.0 7.169511e+11 7.048916e+11 25 2019-01-31 3201.63 1.046248 7.219505e+11 1.961571 2.018145e+10 2.527095e+10 -5.089499e+09 6.239567e+09 1.029352e+09 71512189.0 101382732.0 -29870543.0 7.281900e+11 7.157109e+11 26 2019-01-30 3168.48 -0.797969 7.270400e+11 1.979219 1.596159e+10 1.929988e+10 -3.338290e+09 6.378573e+09 1.059222e+09 53106531.0 116746382.0 -63639851.0 7.334185e+11 7.206614e+11 27 2019-01-29 3193.97 0.320126 7.303783e+11 1.970730 2.076877e+10 2.339014e+10 -2.621376e+09 6.746465e+09 1.122862e+09 95579215.0 116313014.0 -20733799.0 7.371247e+11 7.236318e+11 28 2019-01-28 3183.78 -0.021727 7.329996e+11 1.971056 2.211600e+10 2.421882e+10 -2.102815e+09 6.919886e+09 1.143596e+09 80140207.0 89464635.0 -9324428.0 7.399195e+11 7.260797e+11 29 2019-01-25 3184.47 0.813222 7.351024e+11 1.972810 2.149731e+10 2.676327e+10 -5.265966e+09 6.951100e+09 1.152920e+09 84371823.0 85471241.0 -1099418.0 7.420535e+11 7.281513e+11 ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... 2147 2010-05-13 2886.91 2.439570 6.330797e+08 0.004529 5.329960e+07 3.567228e+07 1.762731e+07 9.825482e+06 6.100900e+04 7300.0 16400.0 -9100.0 6.429052e+08 6.232543e+08 2148 2010-05-12 2818.16 0.619212 6.154524e+08 0.004504 5.311697e+07 2.699787e+07 2.611911e+07 8.356505e+06 7.010900e+04 29100.0 16800.0 12300.0 6.238089e+08 6.070959e+08 2149 2010-05-11 2800.82 -2.008794 5.893333e+08 0.004310 6.651458e+07 3.154526e+07 3.496933e+07 7.337272e+06 5.780900e+04 9000.0 2000.0 7000.0 5.966706e+08 5.819960e+08 2150 2010-05-10 2858.23 0.755925 5.543640e+08 0.003970 5.360101e+07 2.663718e+07 2.696383e+07 7.477903e+06 5.080900e+04 9300.0 5900.0 3400.0 5.618419e+08 5.468861e+08 2151 2010-05-07 2836.79 -2.073524 5.274002e+08 0.003781 6.174793e+07 6.465849e+07 -2.910554e+06 5.359192e+06 4.740900e+04 6409.0 3200.0 3209.0 5.327594e+08 5.220410e+08 2152 2010-05-06 2896.86 -4.595517 5.303107e+08 0.003734 9.267340e+07 3.807230e+07 5.460111e+07 4.307961e+06 4.420000e+04 26000.0 30100.0 -4100.0 5.346187e+08 5.260028e+08 2153 2010-05-05 3036.39 0.561195 4.757096e+08 0.003222 1.026738e+08 2.206318e+07 8.061063e+07 6.088326e+06 4.830000e+04 6300.0 21100.0 -14800.0 4.817979e+08 4.696213e+08 2154 2010-05-04 3019.45 -1.562123 3.950990e+08 0.002716 3.290481e+07 1.924918e+07 1.365563e+07 4.647705e+06 6.310000e+04 36300.0 12500.0 23800.0 3.997467e+08 3.904513e+08 2155 2010-04-30 3067.36 0.238590 3.814434e+08 0.002589 4.629230e+07 3.243153e+07 1.386076e+07 3.376335e+06 3.930000e+04 5200.0 74700.0 -69500.0 3.848197e+08 3.780670e+08 2156 2010-04-29 3060.06 -1.203899 3.675826e+08 0.002484 3.575397e+07 2.154357e+07 1.421040e+07 4.995058e+06 1.088000e+05 13000.0 1000.0 12000.0 3.725776e+08 3.625875e+08 2157 2010-04-28 3097.35 -0.355680 3.533722e+08 0.002353 4.585060e+07 1.260678e+07 3.324381e+07 4.469143e+06 9.680000e+04 50700.0 38000.0 12700.0 3.578413e+08 3.489030e+08 2158 2010-04-27 3108.41 -2.004668 3.201284e+08 0.002146 4.133173e+07 1.287853e+07 2.845320e+07 4.299657e+06 8.410000e+04 18400.0 4000.0 14400.0 3.244280e+08 3.158287e+08 2159 2010-04-26 3172.00 -0.564451 2.916752e+08 0.001915 4.382529e+07 1.300606e+07 3.081924e+07 1.240514e+07 6.970000e+04 48700.0 0.0 48700.0 3.040803e+08 2.792700e+08 2160 2010-04-23 3190.00 -0.360389 2.608559e+08 0.001706 3.419115e+07 2.915823e+07 5.032921e+06 3.204501e+06 2.100000e+04 10100.0 9400.0 700.0 2.640604e+08 2.576514e+08 2161 2010-04-22 3201.54 -1.085619 2.558230e+08 0.001663 5.730957e+07 4.538740e+06 5.277083e+07 3.445497e+06 2.030000e+04 3200.0 3900.0 -700.0 2.592685e+08 2.523775e+08 2162 2010-04-21 3236.68 1.994880 2.030522e+08 0.001311 2.056567e+07 1.006771e+07 1.049796e+07 3.046233e+06 2.100000e+04 10000.0 0.0 10000.0 2.060984e+08 2.000060e+08 2163 2010-04-20 3173.37 -0.095988 1.925542e+08 0.001270 9.907249e+06 3.211685e+06 6.695564e+06 1.826180e+06 1.100000e+04 0.0 61900.0 -61900.0 1.943804e+08 1.907280e+08 2164 2010-04-19 3176.42 -5.360286 1.858587e+08 0.001228 2.518175e+07 1.768326e+07 7.498485e+06 2.419610e+06 7.290000e+04 118600.0 50900.0 67700.0 1.882783e+08 1.834391e+08 2165 2010-04-16 3356.33 -1.126563 1.783602e+08 0.001125 3.610312e+07 8.822517e+06 2.728061e+07 1.296044e+06 5.200000e+03 0.0 0.0 0.0 1.796562e+08 1.770641e+08 2166 2010-04-15 3394.57 -0.268325 1.510796e+08 0.000945 3.752396e+07 7.361757e+06 3.016220e+07 3.688900e+05 5.200000e+03 4200.0 0.0 4200.0 1.514485e+08 1.507107e+08 2167 2010-04-14 3403.71 0.353538 1.209174e+08 0.000754 1.738468e+07 1.667987e+07 7.048090e+05 2.204310e+05 1.000000e+03 0.0 0.0 0.0 1.211378e+08 1.206969e+08 2168 2010-04-13 3391.72 1.200605 1.202126e+08 0.000752 2.806256e+07 2.172401e+07 6.338552e+06 2.196350e+05 1.000000e+03 0.0 0.0 0.0 1.204322e+08 1.199929e+08 2169 2010-04-12 3351.48 -0.819491 1.138740e+08 0.000717 5.078316e+07 7.305792e+06 4.347737e+07 1.819200e+04 1.000000e+03 2200.0 6600.0 -4400.0 1.138922e+08 1.138558e+08 2170 2010-04-09 3379.17 0.968882 7.039664e+07 0.000442 3.143429e+07 5.739187e+06 2.569510e+07 1.185590e+05 5.400000e+03 6700.0 4400.0 2300.0 7.051520e+07 7.027808e+07 2171 2010-04-08 3346.74 -1.187057 4.470154e+07 0.000283 1.186040e+07 3.761216e+06 8.099186e+06 6.613300e+04 3.100000e+03 2100.0 100.0 2000.0 4.476767e+07 4.463541e+07 2172 2010-04-07 3386.95 -0.534368 3.660235e+07 0.000230 2.223596e+07 1.470620e+05 2.208890e+07 4.789400e+04 1.100000e+03 0.0 100.0 -100.0 3.665025e+07 3.655446e+07 2173 2010-04-06 3405.14 -0.064596 1.451346e+07 0.000091 7.162061e+06 5.835529e+06 1.326532e+06 2.420200e+04 1.200000e+03 0.0 0.0 0.0 1.453766e+07 1.448925e+07 2174 2010-04-02 3407.35 0.454342 1.318692e+07 0.000083 6.418639e+06 6.945754e+06 -5.271150e+05 2.601700e+04 1.200000e+03 0.0 100.0 -100.0 1.321294e+07 1.316091e+07 2175 2010-04-01 3391.93 1.384741 1.371404e+07 0.000086 9.548331e+06 2.329902e+06 7.218429e+06 3.203200e+04 1.300000e+03 0.0 2600.0 -2600.0 1.374607e+07 1.368201e+07 2176 2010-03-31 3345.61 -0.626755 6.495609e+06 0.000041 6.550885e+06 0.000000e+00 0.000000e+00 9.503700e+04 3.900000e+03 4000.0 0.0 0.0 6.590646e+06 6.400572e+06