Forum Discussion
Power Query - Create column - Ranking within multiple columns
Hi -
I have the following table and I will like to rank using multiple columns.
table-abc
| StoreID | DivisionID | ProductID | Qualtity | Cost |
| A | 1 | 100 | 5 | 45 |
| B | 1 | 100 | 15 | 55 |
| C | 1 | 200 | 25 | 65 |
| D | 1 | 200 | 44 | 25 |
| E | 1 | 200 | 36 | 15 |
| F | 2 | 100 | 38 | 12 |
| G | 2 | 100 | 32 | 5 |
| H | 2 | 100 | 65 | 8 |
| I | 2 | 100 | 77 | 2 |
Output:
Ranking by DivisionID, ProductID and Lowest Cost
Any Assistance is appreciated! Jerry
| StoreID | DivisionID | ProductID | Qualtity | Cost | Ranking |
| A | 1 | 100 | 5 | 45 | 1 |
| B | 1 | 100 | 15 | 55 | 2 |
| E | 1 | 200 | 36 | 15 | 1 |
| D | 1 | 200 | 44 | 25 | 2 |
| C | 1 | 200 | 25 | 65 | 3 |
| I | 2 | 100 | 77 | 2 | 1 |
| G | 2 | 100 | 32 | 5 | 2 |
| H | 2 | 100 | 65 | 8 | 3 |
| F | 2 | 100 | 38 | 12 | 4 |
3 Replies
- OwenAugerSuper User
Hi jerryr125
I would suggest using
Table.Groupto create nested tables grouped byDivisionIDandProductIDwith Ranking columns added, then expanding the nested tables.Something like this:
let Source = #table( type table [StoreID = text, DivisionID = Int64.Type, ProductID = Int64.Type, Quality = Int64.Type, Cost = Int64.Type], { {"A", 1, 100, 5, 45}, {"B", 1, 100, 15, 55}, {"C", 1, 200, 25, 65}, {"D", 1, 200, 44, 25}, {"E", 1, 200, 36, 15}, {"F", 2, 100, 38, 12}, {"G", 2, 100, 32, 5}, {"H", 2, 100, 65, 8}, {"I", 2, 100, 77, 2} } ), TableTypeWithRanking = Value.Type(Table.AddColumn(Source, "Ranking", each null, Int64.Type)), // Add Ranking column to nested table #"Nested TableWithRanking" = Table.Group( Source, {"DivisionID", "ProductID"}, {{"TableWithRanking", each Table.AddRankColumn(_, "Ranking", {"Cost", Order.Ascending}), TableTypeWithRanking}} ), #"Final TableWithRanking" = Table.Combine(#"Nested TableWithRanking"[TableWithRanking]) in #"Final TableWithRanking"Here's a video showing a similar method:
https://www.youtube.com/watch?v=ysDBHMbtXsk
Does this work for you?
- v-dineshyaCommunity Support
Hi jerryr125 ,
Thank you for reaching out to the Microsoft Community Forum.
As per your inputs, you want to create column, to rank using multiple columns in power query.
Please follow below steps.
1. Created M code with below code in advanced editor.
let
Source = Table.FromRows({
{"A", 1, 100, 5, 45},
{"B", 1, 100, 15, 55},
{"C", 1, 200, 25, 65},
{"D", 1, 200, 44, 25},
{"E", 1, 200, 36, 15},
{"F", 2, 100, 38, 12},
{"G", 2, 100, 32, 5},
{"H", 2, 100, 65, 8},
{"I", 2, 100, 77, 2}
}, {"StoreID", "DivisionID", "ProductID", "Qualtity", "Cost"}),
ChangedTypes = Table.TransformColumnTypes(Source,{
{"DivisionID", Int64.Type},
{"ProductID", Int64.Type},
{"Qualtity", Int64.Type},
{"Cost", Int64.Type}
}),
Sorted = Table.Sort(ChangedTypes, {
{"DivisionID", Order.Ascending},
{"ProductID", Order.Ascending},
{"Cost", Order.Ascending}
}),
Grouped = Table.Group(Sorted, {"DivisionID", "ProductID"}, {
{"AllData", each Table.AddIndexColumn(_, "Ranking", 1, 1, Int64.Type)}
}),
Expanded = Table.ExpandTableColumn(Grouped, "AllData", {
"StoreID", "Qualtity", "Cost", "Ranking"
}),
Final = Table.SelectColumns(Expanded, {
"StoreID", "DivisionID", "ProductID", "Qualtity", "Cost", "Ranking"
})
in
Final2. Please refer below output snap and attached PBIX file.
If my response has resolved your query, please mark it as the "Accepted Solution" to assist others. Additionally, a "Kudos" would be appreciated if you found my response helpful.
Thank you
- jerryr125Helper IV