检查Google Sheets中的数据质量(请求建议)

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英文:

Check the data quality in Google Sheets (asking for suggestions)

问题

我试图创建一个表格来检查Google表格中调查数据的质量,文档的格式如下:

所以基本上我在使用这个公式=COUNTIF(B2:F2,"Don't know")来计算Don't know,空格,0和大于9的数字,如果计数的百分比大于0.31或31%,则数据质量不好,举个例子,我将采用第2行,它在B-F列中有响应(5个单元格),这是响应的总数,不良数据的计数是2,所以以百分比表示质量为2/5 = 40%,但我希望对所有1600个问题的调查问题执行相同操作,此文档,附带的文档包含原始调查数据的一小部分。所以我想请教一个更好的解决方案,而不是计算所有列和行,我想要一个建议或者应该如何检查数据质量,基本上在文档中我有所有我需要的公式,但我希望把所有的公式放在一个公式中。此外,在文档的期望输出列中,有我希望得到的最终结果。希望我的解释对于所需的输出是清楚的。

英文:

I'm trying to create a sheet to check the data quality from a survey in Google Sheets the document have this format:

检查Google Sheets中的数据质量(请求建议)

So basically I was using this formula =COUNTIF(B2:F2,"Don't know") to count Don't know, empty spaces, 0's and numbers > than 9, if the percentage from the counts is bigger than 0.31 or 31% the data quality is not good, as an example I'll take row 2, it has responses from Column B-F (5 cells) and this is the total number of responses, the count of bad data is 2, so in percentage will be represented the quality as 2/5 = 40%, but I want to do the same for the all survey questions in a survey with 1600 questions, this document,the document attached contains a small piece of data from the original survey. So I would like to ask for a better solution that counting all the columns and the rows, I'm asking for a recomendation or how I should check the data quality, basically in the document I have all the formulas that I need but I would like to have all the formulas in just one. Also in the document in the desirable output column there is the final result that I would like to have. Hoping my explanaiton was good about the desired output.

答案1

得分: 0

首先清除范围G2:J21L2:M21中的所有内容。

现在可以在单元格G2L2中分别尝试以下两个公式。
至于K2列,它已过时,因为它是一个固定的数字(数字5),很容易包含在第二个公式中

在单元格G2中尝试以下公式:

=INDEX(IF(A2:A21="",,
          {BYROW(B2:F21,LAMBDA(zz,{COUNTIF(zz,"Don't know"),COUNTBLANK(zz)})),
           BYROW(F2:F21,LAMBDA(xx,{COUNTIF(xx, 0),COUNTIF(xx, ">9")})})))

在单元格L2中尝试以下公式:

={INDEX(IF(A2:A21="",,
            LET(vv,BYROW(G2:J21,LAMBDA(ww,SUM(ww)/5)),
               {vv,INDEX(IF((vv<= 0.3),"Good Quality",IF(vv>0.31,"Bad Quality",)))})))}

(根据您的范围和区域设置,调整公式)

英文:

First of all clear everything in ranges G2:J21 and L2:M21

You can now try the following 2 formulas in cells G2 and L2 respectively.
As for column K2, it becomes obsolete since it is a fixed number (number 5) that is easily incorporated within the 2nd formula

in cell G2 try

=INDEX(IF(A2:A21=&quot;&quot;,,
          {BYROW(B2:F21,LAMBDA(zz,{COUNTIF(zz,&quot;Don&#39;t know&quot;),COUNTBLANK(zz)})),
           BYROW(F2:F21,LAMBDA(xx,{COUNTIF(xx, 0),COUNTIF(xx, &quot;&gt;9&quot;)}))}))

in cell L2 try

={INDEX(IF(A2:A21=&quot;&quot;,,
            LET(vv,BYROW(G2:J21,LAMBDA(ww,SUM(ww)/5)),
               {vv,INDEX(IF((vv&lt;= 0.3),&quot;Good Quality&quot;,IF(vv&gt;0.31,&quot;Bad Quality&quot;,)))})))}

检查Google Sheets中的数据质量(请求建议)

(Do adjust the formulae according to your ranges and locale)

答案2

得分: 0

你可以尝试这个公式:

=byrow(B2:F,lambda(z,if(offset(index(z,,1),0,-1)="",,
  let(x,(countif(z,"Don't Know")+countblank(z)+--(index(z,,5)=0)+--(index(z,,5)>9))/columns(z),
  if(x>0.3,"差","好")&" 质量"))))

如果你希望在质量状态旁边看到分数,可以使用以下公式:

=byrow(B2:F,lambda(z,if(offset(index(z,,1),0,-1)="",,
  let(x,(countif(z,"Don't Know")+countblank(z)+--(index(z,,5)=0)+--(index(z,,5)>9))/columns(z),
  {to_percent(x),if(x>0.3,"差","好")&" 质量"})))
英文:

You may try this:

=byrow(B2:F,lambda(z,if(offset(index(z,,1),0,-1)=&quot;&quot;,,
      let(x,(countif(z,&quot;Don&#39;t Know&quot;)+countblank(z)+--(index(z,,5)=0)+--(index(z,,5)&gt;9))/columns(z),
      if(x&gt;0.3,&quot;Bad&quot;,&quot;Good&quot;)&amp;&quot; Quality&quot;))))

检查Google Sheets中的数据质量(请求建议)

if you wish to see the score alongside the quality status then use:

=byrow(B2:F,lambda(z,if(offset(index(z,,1),0,-1)=&quot;&quot;,,let(x,(countif(z,&quot;Don&#39;t Know&quot;)+countblank(z)+--(index(z,,5)=0)+--(index(z,,5)&gt;9))/columns(z),{to_percent(x),if(x&gt;0.3,&quot;Bad&quot;,&quot;Good&quot;)&amp;&quot; Quality&quot;}))))

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  • 本文由 发表于 2023年3月7日 09:44:44
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