我有一个excel表格,其结构如下:
+------------+-----+----------+----------+------------------+------------------+------------------+------------------+------------------+------------------+----------------+----------------+------------------+------------------+------------------+------------------+------------------+------------------+----------------+----------------+
| date | Day | StoreDdg | StoreR/H | DbgCategory1Dpt1 | R/HCategory1Dpt1 | DbgCategory2Dpt1 | R/HCategory2Dpt1 | DbgCategory3Dpt1 | R/HCategory2Dpt1 | DbgDepartment1 | R/HDepartment1 | DbgCategory1Dpt2 | R/HCategory1Dpt2 | DbgCategory2Dpt2 | R/HCategory2Dpt2 | DbgCategory3Dpt2 | R/HCategory2Dpt2 | DbgDepartment2 | R/HDepartment2 |
+------------+-----+----------+----------+------------------+------------------+------------------+------------------+------------------+------------------+----------------+----------------+------------------+------------------+------------------+------------------+------------------+------------------+----------------+----------------+
| 1-Jan-2017 | Sun | 138,894 | 133% | 500 | 44% | 12,420 | 146% | | | | 11,920 | 104% | #DIV/0! | 13,580 | 113% | 9,250 | 92% | 6,530 | 147% |
| 2-Jan-2017 | Mon | 138,894 | 270% | 500 | 136% | 12,420 | 277% | 11,920 | | | | 193% | #DIV/0! | 13,580 | 299% | 9,250 | 225% | 6,530 | 181% |
+------------+-----+----------+----------+------------------+------------------+------------------+------------------+------------------+------------------+----------------+----------------+------------------+------------------+------------------+------------------+------------------+------------------+----------------+----------------+
我想将其转换为
+------------+-----+--------+-------------+---------------+---------+------+
| date | Day | Store | Department | Category | Dpt | R/H |
+------------+-----+--------+-------------+---------------+---------+------+
| 1-Jan-2017 | Sun | Store1 | Department1 | Category1Dpt1 | 138,894 | 133% |
| 1-Jan-2017 | Sun | Store1 | Department1 | Category2Dpt1 | 500 | 44% |
| 1-Jan-2017 | Sun | Store1 | Department1 | Category3Dpt1 | 12,420 | 146% |
| 1-Jan-2017 | Sun | Store1 | Department2 | Category1Dpt2 | 11,920 | 104% |
| 1-Jan-2017 | Sun | Store1 | Department2 | Category2Dpt2 | 13,580 | 44% |
| 1-Jan-2017 | Sun | Store1 | Department2 | Category3Dpt2 | 9,250 | 92% |
| 2-Jan-2017 | Mon | Store1 | Department1 | Category1Dpt1 | 138,894 | 270% |
| 2-Jan-2017 | Mon | Store1 | Department1 | Category2Dpt1 | 500 | 136% |
| 2-Jan-2017 | Mon | Store1 | Department1 | Category3Dpt1 | 12,420 | 277% |
| 2-Jan-2017 | Mon | Store1 | Department2 | Category1Dpt2 | 13,580 | 299% |
| 2-Jan-2017 | Mon | Store1 | Department2 | Category2Dpt2 | 9,250 | 225% |
| 2-Jan-2017 | Mon | Store1 | Department2 | Category3Dpt2 | 6,530 | 181% |
+------------+-----+--------+-------------+---------------+---------+------+
关于如何做到这一点的任何建议?
答案 0 :(得分:0)
您可以将excel文件作为源来执行此操作。您可能必须以2005或2007格式保存为excel,具体取决于您使用Visual Studio的版本,如果它已经是2007格式,那么它就是好的。
现在提取DbgDepartment1和DbgDepartment2的数据,您可以在DFT中创建2个不同的源。在一个中,您可以选择与DbgDepartment1相关的列,在第二个中,您可以选择DbgDepartment2。您可能必须使用派生列,具体取决于您将进一步使用的逻辑。然后你可以使用Union Transformation,因为源文件是相同的,可以将数据加载到目的地。试试看,你会得到一个解决方案。
答案 1 :(得分:0)
我使用R统计语言通过使用数据整理包来解决这个问题(" tidyr"," devtools")
了解更多信息,请查看链接:http://garrettgman.github.io/tidying/