19、Power Query-快速分析各产品的销售情况

本节知识点:Power Query反转行的妙用(路径:“转换”——“反转行”

何谓反转行,即将行内容反过来,有别于“排序”。

例如 :


下面直接通过一个实用的例子来说明:《快速分析各产品的销售情况》


比如上图中首列“销售日期”记录了销售的日期及时间,按先后顺序排列,“钢材”一列记录了销售的品种,“吨数”一列记录了销售的数量。

(例子仅供参考,如何雷同,纯属巧合,切勿当真)

实现效果如下图所示:


咋一看,用我们陈旧的思维模式,以及落后的Excel2003,2007工具,很难想到有什么方法能够快速的实现需求。

我们暂且喝一口凉水冷静一下,压压惊。

浅谈实现思路:

分为四个表处理(分别是“最早销售记录”、“最晚销售记录”、“最好销售记录”、“最差销售记录”),然后进行合并,最后用透视表调整格式。

具体实现步骤:

为了简便,我们直接使用“从表”的方式导入数据源(大量的数据可以通过工作簿,文件夹方式批量导入,具体详见之前的博文)。

导入之后,我们先复制出四份,效果图如下:


首先我们处理“最早销售记录”,由于我们的销售时间是按照先后顺序排列的,所以根据“钢材”一列去掉重复值,即得到我们想要的最早销售记录。

选中“钢材”列,用之前学过的“开始”——“删除行”——“删除重复项”。


效果如下,即是我们想要的结果:


下面处理“最晚销售记录”,这个时候聪明的朋友就会举一反三了,直接把”销售日期“按降序排列,然后再”删除重复项“不就得了?

这里我很认真的告诉大家:不可以!验证发现此时使用”删除重复项“得到的结果还是上面的结果,那怎么办?

这个时候就可以用到此次讲到的”反转行“。

选中”销售日期“一列,”转换“——”反转行“。


可以发现最晚的销售记录跑到上面来了,这个时候再使用”删除重复项“就可以达到效果。


下面进行”最好销售记录“的处理,我们是不是可以按”吨数“的降序排列,然后选中”钢材“列进行”删除重复项“呢?

也不可以,这里还是需要用到”反转行“。

先对”吨数“列进行升序排列。


然后选中”吨数“进行”反转行“。


最后进行”删除重复项“。


最后一个”最坏销售记录“的处理则是刚好跟上面的”最好销售记录“相反,先按照”吨数“的降序排列,然后进行”反转行“,最后”删除重复项“。

效果如下:


现在四个表都处理完毕,为了之后处理方便,快速识别,我们在每一个表的最后新增一列”类型“(即”最早销售记录“、”最晚销售记录“、”最好销售记录“、”最坏销售记录“)。

”添加列“——”添加自定义列“。


这里不再详述。

之后我们对处理好的四个表进行”追加“操作。


保存连接,用透视表的方式进行打开,做最后的包装处理。



接下来我们根据需求在行的方向放置”钢材“以及”销售日期“,在列的方向放置”类型“,值区域放置”吨数“。


然后为了美观,我们更改一下它的布局(以表格形式显示)。


然后去掉汇总,在数据透视表选项中相应设置。



然后新建一个简单的表样格式。


应用一下,效果如下:


大概就是这样的一个效果,然后一些美丽控的朋友可以进行更深层次的美化。

在原始的数据源中新增删减记录,这里都可以动态刷新。

建议在”数据透视表“的”筛选“里面拉一个”月份“或者”销售日期“,这样可以动态的统计每个月的销售情况。

最后,本例纯属虚构,如阅后有不适以及呕吐,请勿联系本人。


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BREMEN,complement:null,country:US,entityId:null,firstName:Daniel,geoCoordinates:null,jurisCode:null,lastName:Henning,neighborhood:null,number:null,postalCode:45869-9780,receiverName:null,reference:null,state:OH,street:08588 TRI TOWNSHIP RD,versionId:null},cardHolder:Daniel Henning,cardNumber:xxxxxxxxxxxx6190,connectorResponses:null,cvv2:null,dueDate:null,expireMonth:8,expireYear:2025,firstDigits:null,giftCardAsDiscount:null,giftCardCaption:null,giftCardId:null,giftCardName:null,giftCardProvider:null,group:creditCard,id:1354679991592710145,installments:0,koinUrl:null,lastDigits:null,parentAccountId:null,paymentOrigin:null,paymentSystem:5,paymentSystemName:Discover,redemptionCode:null,referenceValue:64348,tid:7430225469136684004983,value:64348}],transactionId:1354679991592710145}]},sellers:[{fulfillmentEndpoint:null,id:motousb2c,logo:null,name:US Public Store}],customData:{customApps:[{fields:{mixedorder:n},id:tradeincart,major:1}]},orderFormId:null,authorizedDate:2025-03-26T20:55:48,hostname:motousb2c}", "send-status-to-big-query-CHECK_PREPAID":"true", "send-status-to-big-query-PAID":"true", "isFlashOrder":"true", "send-status-to-big-query-ORDER_RECEIVED":"true", "send-status-to-big-query-OPEN":"true", "discountCoupon2":"FREETAGS", "discountCoupon1":"FREETAGS", "send-status-to-big-query-PAYMENT_CHECK":"true", "send-status-to-big-query-RETRIEVE_DATA":"true" }, "totals":{ "totalAmount":"643.48", "totalMerchandiseCost":"599.98", "totalMerchandiseTax":"43.50", "totalShipping":"0.00", "totalShippingTax":"0.00", "additionalProperties":{ "netPrice":"0.00", "subTotal":"599.98", "totalDiscounts":"459.96" } }, "wfExecuted":false, "hold":false, "version":6, "updatedBy":"SendStatusToBigQueryAction.execute", "jobStatus":"completed", "actionsSuccessfullyExecuted":[ "ORDER_RECEIVED.AccessoriesVTEXOrderAdapterAction", "ORDER_RECEIVED.PostOrderToRsaAction", "ORDER_RECEIVED.FlashPaymentAdapterAction", "ORDER_RECEIVED.VTEXFraudAddressCheckAction", "ORDER_RECEIVED.TradeInBadOrderCheckAction", "ORDER_RECEIVED.AccessoriesAdapterOrderAction", "FlashGeolinkAddressOverrideV2ActionShipping", "FlashMotocareAction", "ORDER_RECEIVED.FlashBogoOrderAction", "VTEXCreatePaymentAction", "OPEN.OpsOrderRevenueDashboardAction", "OPEN.ECCAdapterAction", "CHECK_PREPAID.EvaluateJsonPathAction" ] } 生成一个Java对象
最新发布
05-12
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