import pandas as pd

excel_file_path = 'training_status.xlsx'
# Не забудьте добавить дополнительную косую черту в путь к файлу Windows. D:\\Projects\\
# Или используйте обратную косую черту

df = pd.read_excel(excel_file_path)
# print(df)

split_values = df['Shift'].unique()
# print(split_values)

for value in split_values:
    df1 = df[df['Shift'] == value]
    output_file_name = "Shift_" + str(value) + "_Trainings.xlsx"
    df1.to_excel(output_file_name, index=False)

Sub ClearFormats()
      Range("a1:n1").ClearFormats
End Sub

Sub Splitdatabycol()
'updateby Extendoffice
Dim lr As Long
Dim ws As Worksheet
Dim vcol, i As Integer
Dim icol As Long
Dim myarr As Variant
Dim title As String
Dim titlerow As Integer
Dim xTRg As Range
Dim xVRg As Range
Dim xWSTRg As Worksheet
On Error Resume Next
Set xTRg = Application.InputBox("Please select the header rows:", "Kutools for Excel", "", Type:=8)
If TypeName(xTRg) = "Nothing" Then Exit Sub
Set xVRg = Application.InputBox("Please select the column you want to split data based on:", "Kutools for Excel", "", Type:=8)
If TypeName(xVRg) = "Nothing" Then Exit Sub
vcol = xVRg.Column
Set ws = xTRg.Worksheet
lr = ws.Cells(ws.Rows.Count, vcol).End(xlUp).Row
title = xTRg.AddressLocal
titlerow = xTRg.Cells(1).Row
icol = ws.Columns.Count
ws.Cells(1, icol) = "Unique"
Application.DisplayAlerts = False
If Not Evaluate("=ISREF('xTRgWs_Sheet!A1')") Then
Sheets.Add(after:=Worksheets(Worksheets.Count)).Name = "xTRgWs_Sheet"
Else
Sheets("xTRgWs_Sheet").Delete
Sheets.Add(after:=Worksheets(Worksheets.Count)).Name = "xTRgWs_Sheet"
End If
Set xWSTRg = Sheets("xTRgWs_Sheet")
xTRg.Copy
xWSTRg.Paste Destination:=xWSTRg.Range("A1")
ws.Activate
For i = (titlerow + xTRg.Rows.Count) To lr
On Error Resume Next
If ws.Cells(i, vcol) <> "" And Application.WorksheetFunction.Match(ws.Cells(i, vcol), ws.Columns(icol), 0) = 0 Then
ws.Cells(ws.Rows.Count, icol).End(xlUp).Offset(1) = ws.Cells(i, vcol)
End If
Next
myarr = Application.WorksheetFunction.Transpose(ws.Columns(icol).SpecialCells(xlCellTypeConstants))
ws.Columns(icol).Clear
For i = 2 To UBound(myarr)
ws.Range(title).AutoFilter field:=vcol, Criteria1:=myarr(i) & ""
If Not Evaluate("=ISREF('" & myarr(i) & "'!A1)") Then
Sheets.Add(after:=Worksheets(Worksheets.Count)).Name = myarr(i) & ""
Else
Sheets(myarr(i) & "").Move after:=Worksheets(Worksheets.Count)
End If
xWSTRg.Range(title).Copy
Sheets(myarr(i) & "").Paste Destination:=Sheets(myarr(i) & "").Range("A1")
ws.Range("A" & (titlerow + xTRg.Rows.Count) & ":A" & lr).EntireRow.Copy Sheets(myarr(i) & "").Range("A" & (titlerow + xTRg.Rows.Count))
Sheets(myarr(i) & "").Columns.AutoFit
Next
xWSTRg.Delete
ws.AutoFilterMode = False
ws.Activate
Application.DisplayAlerts = True
End Sub