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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