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I have to collect data from a website where the table is shown as given below:
Year/Month | Sales |
2022-2023 | 2022-2023 |
January | 1111 |
October | 2222 |
September | 3333 |
August | 4444 |
July | 5555 |
2021-2022 | 2021-2022 |
June | 6666 |
May | 7777 |
April | 8888 |
March | 9999 |
February | 0000 |
January | 1111 |
December | 2222 |
November | 3333 |
October | 4444 |
September | 5555 |
August | 6666 |
July | 7777 |
2020-2021 | 2020-2021 |
June | 8888 |
May | 9999 |
I will have to write a query to generate a monthly report. I need to transform the data as follows:
Year/Month | Sales |
February-2023 | 0000 |
January-2023 | 1111 |
December-2022 | 2222 |
November-2022 | 3333 |
Could you kindly provide me a solution? Thanks in advance.
Solved! Go to Solution.
Here's one way to do it in the query editor. To see how it works, just create a blank query, open the Advanced Editor and replace the text there with the M code below.
let
Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("dZBNC4JAEIb/iuzZYF37PAbRIagOHcXDKksFprLtBv77xhkdV6j3IOzjuOPzZplQUqkFPNIoEvF0EnmciZOuvbYdvkkgCK+lawpjaRyC8GZaZ14jTiGI9/7u3w7ZEkKX+opuXEGQwL6kX6rGX6DTMF0bxGsIkrOmzzcQWtLaZ4VoCxlmbPlAtIMgOprCsoyE/Dc8mHJyYcVL8/lhGLbBivM22DNog224DdYBddn7J2MbdJq3EZh2gWf+BQ==", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [#"Year/Month" = _t, Sales = _t]),
#"Changed Type" = Table.TransformColumnTypes(Source,{{"Year/Month", type text}, {"Sales", type text}}),
#"Trimmed Text" = Table.TransformColumns(#"Changed Type",{{"Year/Month", Text.Trim, type text}}),
#"Added Custom" = Table.AddColumn(#"Trimmed Text", "Custom", each if Text.Contains([#"Year/Month"], "-") then Text.Split([#"Year/Month"], "-") else null),
#"Filled Down" = Table.FillDown(#"Added Custom",{"Custom"}),
#"Filtered Rows" = Table.SelectRows(#"Filled Down", each not Text.Contains([#"Year/Month"], "-")),
#"Added Custom1" = Table.AddColumn(#"Filtered Rows", "YearMonth", each if List.Contains({"January", "February", "March", "April", "May", "June"}, [#"Year/Month"]) then [#"Year/Month"] & " " & [Custom]{1} else [#"Year/Month"] & " " & [Custom]{0}),
#"Removed Other Columns" = Table.SelectColumns(#"Added Custom1",{"YearMonth", "Sales"}),
#"Changed Type1" = Table.TransformColumnTypes(#"Removed Other Columns",{{"YearMonth", type text}, {"Sales", Int64.Type}})
in
#"Changed Type1"
Pat
Here's one way to do it in the query editor. To see how it works, just create a blank query, open the Advanced Editor and replace the text there with the M code below.
let
Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("dZBNC4JAEIb/iuzZYF37PAbRIagOHcXDKksFprLtBv77xhkdV6j3IOzjuOPzZplQUqkFPNIoEvF0EnmciZOuvbYdvkkgCK+lawpjaRyC8GZaZ14jTiGI9/7u3w7ZEkKX+opuXEGQwL6kX6rGX6DTMF0bxGsIkrOmzzcQWtLaZ4VoCxlmbPlAtIMgOprCsoyE/Dc8mHJyYcVL8/lhGLbBivM22DNog224DdYBddn7J2MbdJq3EZh2gWf+BQ==", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [#"Year/Month" = _t, Sales = _t]),
#"Changed Type" = Table.TransformColumnTypes(Source,{{"Year/Month", type text}, {"Sales", type text}}),
#"Trimmed Text" = Table.TransformColumns(#"Changed Type",{{"Year/Month", Text.Trim, type text}}),
#"Added Custom" = Table.AddColumn(#"Trimmed Text", "Custom", each if Text.Contains([#"Year/Month"], "-") then Text.Split([#"Year/Month"], "-") else null),
#"Filled Down" = Table.FillDown(#"Added Custom",{"Custom"}),
#"Filtered Rows" = Table.SelectRows(#"Filled Down", each not Text.Contains([#"Year/Month"], "-")),
#"Added Custom1" = Table.AddColumn(#"Filtered Rows", "YearMonth", each if List.Contains({"January", "February", "March", "April", "May", "June"}, [#"Year/Month"]) then [#"Year/Month"] & " " & [Custom]{1} else [#"Year/Month"] & " " & [Custom]{0}),
#"Removed Other Columns" = Table.SelectColumns(#"Added Custom1",{"YearMonth", "Sales"}),
#"Changed Type1" = Table.TransformColumnTypes(#"Removed Other Columns",{{"YearMonth", type text}, {"Sales", Int64.Type}})
in
#"Changed Type1"
Pat
Thank you so much Pat! It worked!