Skip to main content
cancel
Showing results for 
Search instead for 
Did you mean: 

Be one of the first to start using Fabric Databases. View on-demand sessions with database experts and the Microsoft product team to learn just how easy it is to get started. Watch now

Reply
brandonab
Frequent Visitor

Merge rows with matching cell and consecutive dates

I need help with merging rows that have the same job title and consecutive dates.

 

Example:

Employee NumberJob TitleStart DateEnd Date
123ManagerMay 11, 2011Septemer 14, 2011
123ManagerSeptember 15, 2011October 30, 2011
123LeadNovember 7, 2014February 26, 2017

 

I want to transform this table to become this table:

Employee NumberJob TitleStart DateEnd Date
123ManagerMay 11, 2011October 30, 2011
123LeadNovember 7, 2014February 26, 2017
4 REPLIES 4
StefanoGrimaldi
Resident Rockstar
Resident Rockstar

here a simply way just use a group by function: copy this code in a blank query for you to see a example I did. 

let
Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WMjQyVtJRAqLcxLzE9NQiIMtQ31DfyAAsDmRAmLE6OJQaI5QaGmBRW1yapIBQbwQzT0fJGKY1NhYA", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [employee = _t, number = _t, #"job title" = _t, date = _t, #"end date" = _t]),
#"Changed Type" = Table.TransformColumnTypes(Source,{{"employee", Int64.Type}, {"number", type text}, {"job title", type text}, {"date", type date}, {"end date", type date}}),
#"Changed Type with Locale" = Table.TransformColumnTypes(#"Changed Type", {{"date", type date}}, "en-US"),
#"Changed Type with Locale1" = Table.TransformColumnTypes(#"Changed Type with Locale", {{"end date", type date}}, "en-US"),
#"Grouped Rows" = Table.Group(#"Changed Type with Locale1", {"employee", "job title"}, {{"Date", each List.Min([date]), type nullable date}, {"End date", each List.Max([end date]), type nullable date}})
in
#"Grouped Rows"





Did I answer your question? Mark my post as a solution! / Did it help? Give some Kudos!

Proud to be a Super User!




ThxAlot
Super User
Super User

A generic PQ solution

let
    Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WMjQyVtJR8k3MS0xPLQKzKhUMDXUUjAwMDYHc4NSCktTcpNQiBUMTqGCsDqYuJGWmcL3+ySX5ICFjAzw6vRLzShOLgHZCFBkBhdxSk4rAYqZQIYQ+n9TEFCDll18Gsc0crMIEWZORGVjMHFMXTImROVQFyB1FyRkKFkg6jI0METog0pZoyo0NYepjAQ==", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [#"Employee Number" = _t, #"Job Title" = _t, #"Start Date" = _t, #"End Date" = _t]),
    #"Changed Type" = Table.TransformColumnTypes(Source,{{"Employee Number", Int64.Type}, {"Job Title", type text}, {"Start Date", type date}, {"End Date", type date}}),
    #"Added Index" = Table.AddIndexColumn(#"Changed Type", "Index", 0, 1, Int64.Type),

    Grouped =
        let rows = Table.ToRecords(#"Added Index")
        in Table.Group(
            #"Added Index",
            Table.ColumnNames(#"Added Index"),
            {"grp", each [Start = List.Min([Start Date]), End = List.Max([End Date])]},
            0,
            (x,y) => Byte.From(
                x[Employee Number]<>y[Employee Number]
                or
                y[Start Date] - #duration(1,0,0,0) <> rows{y[Index]-1}[End Date])
        ),
    #"Expanded grp" = Table.ExpandRecordColumn(Table.RemoveColumns(Grouped, {"Start Date","End Date","Index"}), "grp", {"Start", "End"})
in
    #"Expanded grp"

 

From

ThxAlot_0-1684610771736.png

to

ThxAlot_1-1684610817047.png



Expertise = List.Accumulate(


        {Days as from Today},


        {Skills and Knowledge},


        (Current, Everyday) => Current & Day.LeanAndPractise(Everyday)


)



try a more direct approach like @Mahesh0016  or mine, looks like yours works but that will have a performance impact in the refresh query when data gets bigger and bigger, you can achieve the same using group by only.





Did I answer your question? Mark my post as a solution! / Did it help? Give some Kudos!

Proud to be a Super User!




Mahesh0016
Super User
Super User

@brandonab 
Create Below Two Measure StartDate And EndDate
StartDate =
CALCULATE (
MIN ( 'Table X'[Start Date] ),
ALLEXCEPT ( 'Table X', 'Table X'[Job Title] )
)

########################################################

EndDate =
CALCULATE (
MAX ( 'Table X'[End Date] ),
ALLEXCEPT ( 'Table X', 'Table X'[Job Title] )
)

Mahesh0016_0-1684559990528.png

 

Other Way Is Below
>> Go to Power Query >> Select "Employ Number" and "Job Title" column >> Home Tab in Group By >> in group by Operation select MIN and Column in Start Date then add more Aggregation in Operation select MAX and Column in End Date >> Click On Ok >> Get Your OutPut

Mahesh0016_0-1684560437494.png

Mahesh0016_1-1684560457367.png

Here Is Code paste your power query blank query

let
Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WMjQyVtJR8k3MS0xPLQKzKhUMDXUUjAwMDYHc4NSCktTcpNQiBUMTqGCsDqYuJGWmcL3+ySX5ICFjAwydPqmJKUDKL78MosscrMIEKOSWmlRUmlhUqWBkBhYzV4qNBQA=", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [#"Employee Number" = _t, #"Job Title" = _t, #"Start Date" = _t, #"End Date" = _t]),
#"Changed Type" = Table.TransformColumnTypes(Source,{{"Employee Number", Int64.Type}, {"Job Title", type text}, {"Start Date", type date}, {"End Date", type date}}),
#"Grouped Rows" = Table.Group(#"Changed Type", {"Employee Number", "Job Title"}, {{"StartDate", each List.Min([Start Date]), type nullable date}, {"EndDate", each List.Max([End Date]), type nullable date}})
in
#"Grouped Rows"

@brandonab THANK YOU!!

Helpful resources

Announcements
Las Vegas 2025

Join us at the Microsoft Fabric Community Conference

March 31 - April 2, 2025, in Las Vegas, Nevada. Use code MSCUST for a $150 discount!

Dec Fabric Community Survey

We want your feedback!

Your insights matter. That’s why we created a quick survey to learn about your experience finding answers to technical questions.

ArunFabCon

Microsoft Fabric Community Conference 2025

Arun Ulag shares exciting details about the Microsoft Fabric Conference 2025, which will be held in Las Vegas, NV.

December 2024

A Year in Review - December 2024

Find out what content was popular in the Fabric community during 2024.

Top Solution Authors