Excel用于试验数据的整理2

2015-05-14 MedSci MedSci原创

在应用Excel处理临床试验数据时常会出现数据错误，常见的几种错误类型是：数据缺失、数据误填和逻辑矛盾。本文就异常数据和缺失数据的识别和填充问题，给大家简单讲述如何用Excel整理实验临床研究数据。以下是一组患者的年龄数据： 很容易看出表中出现的错误：逻辑矛盾、数据缺失、数据误填。对于这种错误如何实现自动识别，Excel表中是利用检验算法计算并标记异常值。Step 1: 制定检验策略•&

在应用Excel处理临床试验数据时常会出现数据错误，常见的几种错误类型是：数据缺失、数据误填和逻辑矛盾。本文就异常数据和缺失数据的识别和填充问题，给大家简单讲述如何用Excel整理实验临床研究数据。

以下是一组患者的年龄数据：

很容易看出表中出现的错误：逻辑矛盾、数据缺失、数据误填。

对于这种错误如何实现自动识别，Excel表中是利用检验算法计算并标记异常值。

Step 1: 制定检验策略

• 出生年月中的数据应为有效的年份和月份（月份仅可取1-12，年份可以根据数据本身的属性予以限定）

• 填入的年龄和通过出生年月计算得到的值应相等

• 不应有空白单元格

Step 2: 通过条件格式计算和标记

① 首先简单判断一下出生年月列数据的属性

② 选中数据，查看菜单中的对其方式按钮是否有高亮的

③ 如有高亮的，按一下带有高亮的按钮取消高亮

④ 格式取消后，右对齐的为数值或日期型的数据，左对齐的为文本型的

利用条件格式标记非数字单元格的格式

=INT((TODAY()-B2)/365)<>C2

Step 3: 通过IF函数来填充异常值

=IF(C2="",INT((TODAY()-B2)/365),"")

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#插入话题

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2016-03-26 fzwish20000

#Excel#

64 0
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2015-08-03 pine007

建议多些免费学习内容

96 0
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2015-06-25 fatalmelanie

有用

180 0
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2015-11-11 维他命

#CEL#

54 0
[GetPortalCommentsPageByObjectIdResponse(id=1971021, encodeId=630a19e102192, content=<a href='/topic/show?id=7787e1463b' target=_blank style='color:#2F92EE;'>#Excel#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=64, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=7146, encryptionId=7787e1463b, topicName=Excel)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=bcaa382, createdName=fzwish20000, createdTime=Sat Mar 26 04:28:00 CST 2016, time=2016-03-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=34092, encodeId=218d34092ae, content=建议多些免费学习内容, beContent=null, objectType=article, channel=null, level=null, likeNumber=96, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=4b531630898, createdName=pine007, createdTime=Mon Aug 03 09:13:00 CST 2015, time=2015-08-03, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=29029, encodeId=4fa829029c7, content=有用, beContent=null, objectType=article, channel=null, level=null, likeNumber=180, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=2be01625436, createdName=fatalmelanie, createdTime=Thu Jun 25 16:50:00 CST 2015, time=2015-06-25, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1959367, encodeId=4e6d195936e59, content=<a href='/topic/show?id=dbe6445416' target=_blank style='color:#2F92EE;'>#CEL#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=54, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=4454, encryptionId=dbe6445416, topicName=CEL)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=c3ff68, createdName=维他命, createdTime=Wed Nov 11 08:28:00 CST 2015, time=2015-11-11, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=2055231, encodeId=59222055231ad, content=<a href='/topic/show?id=6f9391e7414' target=_blank style='color:#2F92EE;'>#试验数据#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=62, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=91774, encryptionId=6f9391e7414, topicName=试验数据)], attachment=null, authenticateStatus=null, createdAvatar=https://thirdqq.qlogo.cn/qqapp/1103841572/656F31B644588474D1C46903A7F84373/100, createdBy=4e842500199, createdName=ms24272190615788285182, createdTime=Wed Oct 07 22:28:00 CST 2015, time=2015-10-07, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=24001, encodeId=de8a2400162, content=多讲讲！, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=yydlt, createdTime=Mon May 18 07:51:00 CST 2015, time=2015-05-18, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23907, encodeId=c7752390e05, content=看看, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ee0d1618732, createdName=huaxipanxing, createdTime=Sun May 17 20:02:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23833, encodeId=450e2383395, content=实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=136, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Sun May 17 16:28:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23569, encodeId=a75c2356914, content=赞，收藏, beContent=null, objectType=article, channel=null, level=null, likeNumber=118, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=36b41624922, createdName=JinFish, createdTime=Fri May 15 07:31:00 CST 2015, time=2015-05-15, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23544, encodeId=098323544a4, content=很实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=89, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Thu May 14 23:00:00 CST 2015, time=2015-05-14, status=1, ipAttribution=)]
2015-10-07 ms24272190615788285182

#试验数据#

62 0
[GetPortalCommentsPageByObjectIdResponse(id=1971021, encodeId=630a19e102192, content=<a href='/topic/show?id=7787e1463b' target=_blank style='color:#2F92EE;'>#Excel#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=64, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=7146, encryptionId=7787e1463b, topicName=Excel)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=bcaa382, createdName=fzwish20000, createdTime=Sat Mar 26 04:28:00 CST 2016, time=2016-03-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=34092, encodeId=218d34092ae, content=建议多些免费学习内容, beContent=null, objectType=article, channel=null, level=null, likeNumber=96, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=4b531630898, createdName=pine007, createdTime=Mon Aug 03 09:13:00 CST 2015, time=2015-08-03, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=29029, encodeId=4fa829029c7, content=有用, beContent=null, objectType=article, channel=null, level=null, likeNumber=180, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=2be01625436, createdName=fatalmelanie, createdTime=Thu Jun 25 16:50:00 CST 2015, time=2015-06-25, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1959367, encodeId=4e6d195936e59, content=<a href='/topic/show?id=dbe6445416' target=_blank style='color:#2F92EE;'>#CEL#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=54, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=4454, encryptionId=dbe6445416, topicName=CEL)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=c3ff68, createdName=维他命, createdTime=Wed Nov 11 08:28:00 CST 2015, time=2015-11-11, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=2055231, encodeId=59222055231ad, content=<a href='/topic/show?id=6f9391e7414' target=_blank style='color:#2F92EE;'>#试验数据#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=62, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=91774, encryptionId=6f9391e7414, topicName=试验数据)], attachment=null, authenticateStatus=null, createdAvatar=https://thirdqq.qlogo.cn/qqapp/1103841572/656F31B644588474D1C46903A7F84373/100, createdBy=4e842500199, createdName=ms24272190615788285182, createdTime=Wed Oct 07 22:28:00 CST 2015, time=2015-10-07, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=24001, encodeId=de8a2400162, content=多讲讲！, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=yydlt, createdTime=Mon May 18 07:51:00 CST 2015, time=2015-05-18, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23907, encodeId=c7752390e05, content=看看, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ee0d1618732, createdName=huaxipanxing, createdTime=Sun May 17 20:02:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23833, encodeId=450e2383395, content=实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=136, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Sun May 17 16:28:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23569, encodeId=a75c2356914, content=赞，收藏, beContent=null, objectType=article, channel=null, level=null, likeNumber=118, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=36b41624922, createdName=JinFish, createdTime=Fri May 15 07:31:00 CST 2015, time=2015-05-15, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23544, encodeId=098323544a4, content=很实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=89, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Thu May 14 23:00:00 CST 2015, time=2015-05-14, status=1, ipAttribution=)]
2015-05-18 yydlt

多讲讲！

112 0
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2015-05-17 huaxipanxing

看看

122 0
[GetPortalCommentsPageByObjectIdResponse(id=1971021, encodeId=630a19e102192, content=<a href='/topic/show?id=7787e1463b' target=_blank style='color:#2F92EE;'>#Excel#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=64, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=7146, encryptionId=7787e1463b, topicName=Excel)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=bcaa382, createdName=fzwish20000, createdTime=Sat Mar 26 04:28:00 CST 2016, time=2016-03-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=34092, encodeId=218d34092ae, content=建议多些免费学习内容, beContent=null, objectType=article, channel=null, level=null, likeNumber=96, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=4b531630898, createdName=pine007, createdTime=Mon Aug 03 09:13:00 CST 2015, time=2015-08-03, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=29029, encodeId=4fa829029c7, content=有用, beContent=null, objectType=article, channel=null, level=null, likeNumber=180, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=2be01625436, createdName=fatalmelanie, createdTime=Thu Jun 25 16:50:00 CST 2015, time=2015-06-25, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1959367, encodeId=4e6d195936e59, content=<a href='/topic/show?id=dbe6445416' target=_blank style='color:#2F92EE;'>#CEL#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=54, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=4454, encryptionId=dbe6445416, topicName=CEL)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=c3ff68, createdName=维他命, createdTime=Wed Nov 11 08:28:00 CST 2015, time=2015-11-11, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=2055231, encodeId=59222055231ad, content=<a href='/topic/show?id=6f9391e7414' target=_blank style='color:#2F92EE;'>#试验数据#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=62, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=91774, encryptionId=6f9391e7414, topicName=试验数据)], attachment=null, authenticateStatus=null, createdAvatar=https://thirdqq.qlogo.cn/qqapp/1103841572/656F31B644588474D1C46903A7F84373/100, createdBy=4e842500199, createdName=ms24272190615788285182, createdTime=Wed Oct 07 22:28:00 CST 2015, time=2015-10-07, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=24001, encodeId=de8a2400162, content=多讲讲！, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=yydlt, createdTime=Mon May 18 07:51:00 CST 2015, time=2015-05-18, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23907, encodeId=c7752390e05, content=看看, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ee0d1618732, createdName=huaxipanxing, createdTime=Sun May 17 20:02:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23833, encodeId=450e2383395, content=实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=136, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Sun May 17 16:28:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23569, encodeId=a75c2356914, content=赞，收藏, beContent=null, objectType=article, channel=null, level=null, likeNumber=118, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=36b41624922, createdName=JinFish, createdTime=Fri May 15 07:31:00 CST 2015, time=2015-05-15, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23544, encodeId=098323544a4, content=很实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=89, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Thu May 14 23:00:00 CST 2015, time=2015-05-14, status=1, ipAttribution=)]
2015-05-17 hbwang006

实用

136 0
[GetPortalCommentsPageByObjectIdResponse(id=1971021, encodeId=630a19e102192, content=<a href='/topic/show?id=7787e1463b' target=_blank style='color:#2F92EE;'>#Excel#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=64, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=7146, encryptionId=7787e1463b, topicName=Excel)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=bcaa382, createdName=fzwish20000, createdTime=Sat Mar 26 04:28:00 CST 2016, time=2016-03-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=34092, encodeId=218d34092ae, content=建议多些免费学习内容, beContent=null, objectType=article, channel=null, level=null, likeNumber=96, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=4b531630898, createdName=pine007, createdTime=Mon Aug 03 09:13:00 CST 2015, time=2015-08-03, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=29029, encodeId=4fa829029c7, content=有用, beContent=null, objectType=article, channel=null, level=null, likeNumber=180, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=2be01625436, createdName=fatalmelanie, createdTime=Thu Jun 25 16:50:00 CST 2015, time=2015-06-25, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1959367, encodeId=4e6d195936e59, content=<a href='/topic/show?id=dbe6445416' target=_blank style='color:#2F92EE;'>#CEL#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=54, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=4454, encryptionId=dbe6445416, topicName=CEL)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=c3ff68, createdName=维他命, createdTime=Wed Nov 11 08:28:00 CST 2015, time=2015-11-11, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=2055231, encodeId=59222055231ad, content=<a href='/topic/show?id=6f9391e7414' target=_blank style='color:#2F92EE;'>#试验数据#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=62, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=91774, encryptionId=6f9391e7414, topicName=试验数据)], attachment=null, authenticateStatus=null, createdAvatar=https://thirdqq.qlogo.cn/qqapp/1103841572/656F31B644588474D1C46903A7F84373/100, createdBy=4e842500199, createdName=ms24272190615788285182, createdTime=Wed Oct 07 22:28:00 CST 2015, time=2015-10-07, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=24001, encodeId=de8a2400162, content=多讲讲！, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=yydlt, createdTime=Mon May 18 07:51:00 CST 2015, time=2015-05-18, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23907, encodeId=c7752390e05, content=看看, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ee0d1618732, createdName=huaxipanxing, createdTime=Sun May 17 20:02:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23833, encodeId=450e2383395, content=实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=136, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Sun May 17 16:28:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23569, encodeId=a75c2356914, content=赞，收藏, beContent=null, objectType=article, channel=null, level=null, likeNumber=118, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=36b41624922, createdName=JinFish, createdTime=Fri May 15 07:31:00 CST 2015, time=2015-05-15, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23544, encodeId=098323544a4, content=很实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=89, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Thu May 14 23:00:00 CST 2015, time=2015-05-14, status=1, ipAttribution=)]
2015-05-15 JinFish

赞，收藏

118 0
[GetPortalCommentsPageByObjectIdResponse(id=1971021, encodeId=630a19e102192, content=<a href='/topic/show?id=7787e1463b' target=_blank style='color:#2F92EE;'>#Excel#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=64, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=7146, encryptionId=7787e1463b, topicName=Excel)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=bcaa382, createdName=fzwish20000, createdTime=Sat Mar 26 04:28:00 CST 2016, time=2016-03-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=34092, encodeId=218d34092ae, content=建议多些免费学习内容, beContent=null, objectType=article, channel=null, level=null, likeNumber=96, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=4b531630898, createdName=pine007, createdTime=Mon Aug 03 09:13:00 CST 2015, time=2015-08-03, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=29029, encodeId=4fa829029c7, content=有用, beContent=null, objectType=article, channel=null, level=null, likeNumber=180, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=2be01625436, createdName=fatalmelanie, createdTime=Thu Jun 25 16:50:00 CST 2015, time=2015-06-25, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1959367, encodeId=4e6d195936e59, content=<a href='/topic/show?id=dbe6445416' target=_blank style='color:#2F92EE;'>#CEL#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=54, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=4454, encryptionId=dbe6445416, topicName=CEL)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=c3ff68, createdName=维他命, createdTime=Wed Nov 11 08:28:00 CST 2015, time=2015-11-11, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=2055231, encodeId=59222055231ad, content=<a href='/topic/show?id=6f9391e7414' target=_blank style='color:#2F92EE;'>#试验数据#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=62, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=91774, encryptionId=6f9391e7414, topicName=试验数据)], attachment=null, authenticateStatus=null, createdAvatar=https://thirdqq.qlogo.cn/qqapp/1103841572/656F31B644588474D1C46903A7F84373/100, createdBy=4e842500199, createdName=ms24272190615788285182, createdTime=Wed Oct 07 22:28:00 CST 2015, time=2015-10-07, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=24001, encodeId=de8a2400162, content=多讲讲！, beContent=null, objectType=article, channel=null, level=null, likeNumber=112, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=yydlt, createdTime=Mon May 18 07:51:00 CST 2015, time=2015-05-18, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23907, encodeId=c7752390e05, content=看看, beContent=null, objectType=article, channel=null, level=null, likeNumber=122, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=ee0d1618732, createdName=huaxipanxing, createdTime=Sun May 17 20:02:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23833, encodeId=450e2383395, content=实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=136, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Sun May 17 16:28:00 CST 2015, time=2015-05-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23569, encodeId=a75c2356914, content=赞，收藏, beContent=null, objectType=article, channel=null, level=null, likeNumber=118, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=36b41624922, createdName=JinFish, createdTime=Fri May 15 07:31:00 CST 2015, time=2015-05-15, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=23544, encodeId=098323544a4, content=很实用, beContent=null, objectType=article, channel=null, level=null, likeNumber=89, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=f0620, createdName=hbwang006, createdTime=Thu May 14 23:00:00 CST 2015, time=2015-05-14, status=1, ipAttribution=)]
2015-05-14 hbwang006

很实用

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