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根据变量类型选择合适的统计分析方法

2015-09-27 MedSci MedSci原创

面对大量数据,你将如何开展数据统计分析?您会选择什么样的数据分析方法呢?您是否看着数据感到迷茫,无所适从。认真读完这篇文章,或许你将有所收获。 把握两个关键 1、抓住业务问题不放松。您费大力气收集数据的动机是什么?你想解决什么问题?这是核心,是方向,这是业务把握层面。 2、全面理解数据。哪些变量,什么类型?适合或者可以用什么统计方法,这是数据分析技术层面。须把握三大关键:变量、数据分析方法、

面对大量数据,你将如何开展数据统计分析?您会选择什么样的数据分析方法呢?您是否看着数据感到迷茫,无所适从。认真读完这篇文章,或许你将有所收获。

把握两个关键

1、抓住业务问题不放松。您费大力气收集数据的动机是什么?你想解决什么问题?这是核心,是方向,这是业务把握层面。

2、全面理解数据。哪些变量,什么类型?适合或者可以用什么统计方法,这是数据分析技术层面。须把握三大关键:变量、数据分析方法、变量和方法的关联。

认识变量

数据分析

认识数据分析方法

选择合适的数据分析方法是非常重要的。选择数据分析(统计分析)方法时,必须考虑许多因素,主要有:

1、数据分析的目的,

2、所用变量的特征,

3、对变量所作的假定,

4、数据的收集方法。选择统计分析方法时一般考虑前两个因素就足够了。

将变量与分析方法关联、对应起来

其一:

数据分析

其二:

数据分析

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  1. [GetPortalCommentsPageByObjectIdResponse(id=374237, encodeId=b4d73e4237a9, content=写的真好, beContent=null, objectType=article, channel=null, level=null, likeNumber=91, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://cdnapi.center.medsci.cn/medsci/head/2019/10/21/e031c1d6c6115cbe1737b2149e602c1d.jpg, createdBy=3c105212218, createdName=147612bem32暂无昵称, createdTime=Tue Oct 22 12:55:37 CST 2019, time=2019-10-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75605, encodeId=7728e560592, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=119, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75606, encodeId=f54ae5606bb, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75607, encodeId=5d30e56075a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=142, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75608, encodeId=6102e5608e4, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=132, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75609, encodeId=6690e56096a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=110, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75610, encodeId=9962e561092, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=185, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75611, encodeId=cccce56117c, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75612, encodeId=e128e56123f, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=127, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75613, encodeId=c39ee56131e, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=149, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=)]
    2019-10-22 147612bem32暂无昵称

    写的真好

    0

  2. [GetPortalCommentsPageByObjectIdResponse(id=374237, encodeId=b4d73e4237a9, content=写的真好, beContent=null, objectType=article, channel=null, level=null, likeNumber=91, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://cdnapi.center.medsci.cn/medsci/head/2019/10/21/e031c1d6c6115cbe1737b2149e602c1d.jpg, createdBy=3c105212218, createdName=147612bem32暂无昵称, createdTime=Tue Oct 22 12:55:37 CST 2019, time=2019-10-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75605, encodeId=7728e560592, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=119, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75606, encodeId=f54ae5606bb, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75607, encodeId=5d30e56075a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=142, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75608, encodeId=6102e5608e4, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=132, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75609, encodeId=6690e56096a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=110, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75610, encodeId=9962e561092, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=185, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75611, encodeId=cccce56117c, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75612, encodeId=e128e56123f, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=127, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75613, encodeId=c39ee56131e, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=149, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=)]
    2016-04-05 忠诚向上

    好好学习

    0

  3. [GetPortalCommentsPageByObjectIdResponse(id=374237, encodeId=b4d73e4237a9, content=写的真好, beContent=null, objectType=article, channel=null, level=null, likeNumber=91, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://cdnapi.center.medsci.cn/medsci/head/2019/10/21/e031c1d6c6115cbe1737b2149e602c1d.jpg, createdBy=3c105212218, createdName=147612bem32暂无昵称, createdTime=Tue Oct 22 12:55:37 CST 2019, time=2019-10-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75605, encodeId=7728e560592, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=119, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75606, encodeId=f54ae5606bb, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75607, encodeId=5d30e56075a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=142, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75608, encodeId=6102e5608e4, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=132, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75609, encodeId=6690e56096a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=110, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75610, encodeId=9962e561092, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=185, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75611, encodeId=cccce56117c, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75612, encodeId=e128e56123f, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=127, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75613, encodeId=c39ee56131e, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=149, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=)]
    2016-04-05 忠诚向上

    好好学习

    0

  4. [GetPortalCommentsPageByObjectIdResponse(id=374237, encodeId=b4d73e4237a9, content=写的真好, beContent=null, objectType=article, channel=null, level=null, likeNumber=91, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://cdnapi.center.medsci.cn/medsci/head/2019/10/21/e031c1d6c6115cbe1737b2149e602c1d.jpg, createdBy=3c105212218, createdName=147612bem32暂无昵称, createdTime=Tue Oct 22 12:55:37 CST 2019, time=2019-10-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75605, encodeId=7728e560592, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=119, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75606, encodeId=f54ae5606bb, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75607, encodeId=5d30e56075a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=142, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75608, encodeId=6102e5608e4, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=132, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75609, encodeId=6690e56096a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=110, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75610, encodeId=9962e561092, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=185, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75611, encodeId=cccce56117c, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75612, encodeId=e128e56123f, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=127, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75613, encodeId=c39ee56131e, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=149, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=)]
    2016-04-05 忠诚向上

    好好学习

    0

  5. [GetPortalCommentsPageByObjectIdResponse(id=374237, encodeId=b4d73e4237a9, content=写的真好, beContent=null, objectType=article, channel=null, level=null, likeNumber=91, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://cdnapi.center.medsci.cn/medsci/head/2019/10/21/e031c1d6c6115cbe1737b2149e602c1d.jpg, createdBy=3c105212218, createdName=147612bem32暂无昵称, createdTime=Tue Oct 22 12:55:37 CST 2019, time=2019-10-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75605, encodeId=7728e560592, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=119, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75606, encodeId=f54ae5606bb, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75607, encodeId=5d30e56075a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=142, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75608, encodeId=6102e5608e4, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=132, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75609, encodeId=6690e56096a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=110, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75610, encodeId=9962e561092, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=185, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75611, encodeId=cccce56117c, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75612, encodeId=e128e56123f, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=127, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75613, encodeId=c39ee56131e, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=149, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=)]
    2016-04-05 忠诚向上

    好好学习

    0

  6. [GetPortalCommentsPageByObjectIdResponse(id=374237, encodeId=b4d73e4237a9, content=写的真好, beContent=null, objectType=article, channel=null, level=null, likeNumber=91, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://cdnapi.center.medsci.cn/medsci/head/2019/10/21/e031c1d6c6115cbe1737b2149e602c1d.jpg, createdBy=3c105212218, createdName=147612bem32暂无昵称, createdTime=Tue Oct 22 12:55:37 CST 2019, time=2019-10-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75605, encodeId=7728e560592, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=119, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75606, encodeId=f54ae5606bb, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75607, encodeId=5d30e56075a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=142, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75608, encodeId=6102e5608e4, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=132, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75609, encodeId=6690e56096a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=110, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75610, encodeId=9962e561092, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=185, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75611, encodeId=cccce56117c, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75612, encodeId=e128e56123f, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=127, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75613, encodeId=c39ee56131e, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=149, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=)]
    2016-04-05 忠诚向上

    好好学习

    0

  7. [GetPortalCommentsPageByObjectIdResponse(id=374237, encodeId=b4d73e4237a9, content=写的真好, beContent=null, objectType=article, channel=null, level=null, likeNumber=91, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://cdnapi.center.medsci.cn/medsci/head/2019/10/21/e031c1d6c6115cbe1737b2149e602c1d.jpg, createdBy=3c105212218, createdName=147612bem32暂无昵称, createdTime=Tue Oct 22 12:55:37 CST 2019, time=2019-10-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75605, encodeId=7728e560592, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=119, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75606, encodeId=f54ae5606bb, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75607, encodeId=5d30e56075a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=142, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75608, encodeId=6102e5608e4, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=132, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75609, encodeId=6690e56096a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=110, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75610, encodeId=9962e561092, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=185, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75611, encodeId=cccce56117c, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75612, encodeId=e128e56123f, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=127, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75613, encodeId=c39ee56131e, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=149, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=)]
    2016-04-05 忠诚向上

    好好学习

    0

  8. [GetPortalCommentsPageByObjectIdResponse(id=374237, encodeId=b4d73e4237a9, content=写的真好, beContent=null, objectType=article, channel=null, level=null, likeNumber=91, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://cdnapi.center.medsci.cn/medsci/head/2019/10/21/e031c1d6c6115cbe1737b2149e602c1d.jpg, createdBy=3c105212218, createdName=147612bem32暂无昵称, createdTime=Tue Oct 22 12:55:37 CST 2019, time=2019-10-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75605, encodeId=7728e560592, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=119, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75606, encodeId=f54ae5606bb, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75607, encodeId=5d30e56075a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=142, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75608, encodeId=6102e5608e4, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=132, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75609, encodeId=6690e56096a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=110, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75610, encodeId=9962e561092, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=185, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75611, encodeId=cccce56117c, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75612, encodeId=e128e56123f, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=127, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75613, encodeId=c39ee56131e, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=149, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=)]
    2016-04-05 忠诚向上

    好好学习

    0

  9. [GetPortalCommentsPageByObjectIdResponse(id=374237, encodeId=b4d73e4237a9, content=写的真好, beContent=null, objectType=article, channel=null, level=null, likeNumber=91, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=http://cdnapi.center.medsci.cn/medsci/head/2019/10/21/e031c1d6c6115cbe1737b2149e602c1d.jpg, createdBy=3c105212218, createdName=147612bem32暂无昵称, createdTime=Tue Oct 22 12:55:37 CST 2019, time=2019-10-22, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75605, encodeId=7728e560592, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=119, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75606, encodeId=f54ae5606bb, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75607, encodeId=5d30e56075a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=142, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75608, encodeId=6102e5608e4, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=132, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75609, encodeId=6690e56096a, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=110, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75610, encodeId=9962e561092, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=185, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75611, encodeId=cccce56117c, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75612, encodeId=e128e56123f, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=127, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=75613, encodeId=c39ee56131e, content=好好学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=149, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=45101626056, createdName=忠诚向上, createdTime=Tue Apr 05 15:49:00 CST 2016, time=2016-04-05, status=1, ipAttribution=)]
    2016-04-05 忠诚向上

    好好学习

    0

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    2016-04-05 忠诚向上

    好好学习

    0

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