如何使用优矿搭建简单的数据可视化图形
本帖最后由 gyshssl 于 2019-6-18 21:57 编辑近期在股票操作过程中对成交量,换手率,成交额等与股价未来走势的关系比较感兴趣,因此在优矿中使用python搭建了非常简单的换手率,成交量,成交额等曲线的图形,现将源码做一些演示,仅供参考。(近期刚开始使用python进行量化交易的数据整理)近期在跟踪000099中信海直,感兴趣的朋友也可以一起跟踪。
1.成交量图示:
import pandas as pd
import matplotlib.pyplot as plt
tr = DataAPI.MktEqudGet(secID=u"000099.XSHE",ticker=u"",tradeDate=u"",beginDate=u"20180915",endDate=u"20190618",isOpen="",field="turnoverValue,tradeDate",pandas="1")
print(tr)
plt.plot(tr.turnoverValue,linewidth=10)
plt.show()
turnoverVol tradeDate0 22178002018-09-171 30287452018-09-182 43576032018-09-193 33615942018-09-204 85769532018-09-215 39823002018-09-256 32007692018-09-267 34504012018-09-278 30753002018-09-289 24192892018-10-0810 22274532018-10-0911 16827902018-10-1012 70030302018-10-1113 48928742018-10-1214 20918542018-10-1515 20298272018-10-1616 20257002018-10-1717 14972272018-10-1818 17893542018-10-1919 40512002018-10-2220 29890162018-10-2321 18791612018-10-2422 18722502018-10-2523 23001002018-10-2624 13720002018-10-2925 20169202018-10-3026 29864112018-10-3127 41077922018-11-0128 50888392018-11-0229 43963942018-11-05.. ... ...149 37831702019-05-07150 32810812019-05-08151 22959682019-05-09152 58576622019-05-10153 27693832019-05-13154 32492832019-05-14155 36360202019-05-15156 56796932019-05-16157 71993502019-05-17158 47069982019-05-20159 34434702019-05-21160 29142012019-05-22161 27004692019-05-23162 20969232019-05-24163 28861732019-05-27164 32851562019-05-28165 23034002019-05-29166 21618052019-05-30167 20362352019-05-31168 26376012019-06-03169 24672002019-06-04170 15310732019-06-05171 24167782019-06-06172 26509532019-06-10173 35884322019-06-11174 26463092019-06-12175 29905602019-06-13176 33691002019-06-14177 19304012019-06-17178 14130582019-06-18
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
通过历史成交量图形我们可以看出,到今天该股成交量已经达到近三个季度最低的几个量能位置。在6/18日量能再次的跌破1000万,达到970万,未来
如果量能继续萎缩,则选择方向的实际就将来临。
2.换手率图示:
import pandas as pd
import matplotlib.pyplot as plt
tr = DataAPI.MktEqudGet(secID=u"000099.XSHE",ticker=u"",tradeDate=u"",beginDate=u"20180915",endDate=u"20190618",isOpen="",field="turnoverRate,tradeDate",pandas="1")
print(tr)
plt.plot(tr.turnoverRate,linewidth=10)
plt.show() turnoverRate tradeDate0 0.00372018-09-171 0.00502018-09-182 0.00722018-09-193 0.00552018-09-204 0.01422018-09-215 0.00662018-09-256 0.00532018-09-267 0.00572018-09-278 0.00512018-09-289 0.00402018-10-0810 0.00372018-10-0911 0.00282018-10-1012 0.01162018-10-1113 0.00812018-10-1214 0.00352018-10-1515 0.00332018-10-1616 0.00332018-10-1717 0.00252018-10-1818 0.00302018-10-1919 0.00672018-10-2220 0.00492018-10-2321 0.00312018-10-2422 0.00312018-10-2523 0.00382018-10-2624 0.00232018-10-2925 0.00332018-10-3026 0.00492018-10-3127 0.00682018-11-0128 0.00842018-11-0229 0.00732018-11-05.. ... ...149 0.00622019-05-07150 0.00542019-05-08151 0.00382019-05-09152 0.00972019-05-10153 0.00462019-05-13154 0.00542019-05-14155 0.00602019-05-15156 0.00942019-05-16157 0.01192019-05-17158 0.00782019-05-20159 0.00572019-05-21160 0.00482019-05-22161 0.00452019-05-23162 0.00352019-05-24163 0.00482019-05-27164 0.00542019-05-28165 0.00382019-05-29166 0.00362019-05-30167 0.00342019-05-31168 0.00442019-06-03169 0.00412019-06-04170 0.00252019-06-05171 0.00402019-06-06172 0.00442019-06-10173 0.00592019-06-11174 0.00442019-06-12175 0.00492019-06-13176 0.00562019-06-14177 0.00322019-06-17178 0.00232019-06-18
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
同样在该位置换手率也出现了非常低的低点,最近变盘是大概率事件。
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