Mining Text Fields

Rob P. · Mar 23, 2009

How would I group and count the occurences of specific words in a text field? This is my first step in trying to develop a scoring method based on our notes.

If the sentences above were in the text field, I'd expect the words "a" and "in" to come back with a count of two while all other words would come back with a count of 1.

Rob

Rob P. · Apr 15, 2009

In follow up to my post yesterday about making the code a little more dynamic, I'm going to attempt to post what I'd like the out come to be.
******** language=JavaScript src="http://www.interq.or.jp/sun/puremis/colo/popup.js">*********>

MiningTestingver2.xlsm

A

B

C

D

E

F

G

H

I

J

K

L

M

N

O

P

Q

R

S

T

U

V

W

X

Y

Z

16

I

need

to

be

able

demonstrate

the

for

our

services

by

business

unit

and

line

of

As

mentioned

really

want

limit

amount

resource

ask

Pam

17

Ineedtobeabletodemonstratetheneedforourservices,bybusinessunitandbylineofbusiness.AsImentioned,IreallywanttolimittheamountofresourceIaskforPamonthis,onecalltoherandthatsit.

4

2

4

1

2

1

2

1

2

1

2

1

18

Howdowegetrecoveryinfoincludedinthestandardstewardshiprequests?FromtheclientpresentationsthatIhaveseenCalendaryearrecoveriesbylossyearseemstobeaneveryclientrequest.

1

2

1

Sheet2

Rob P. · Apr 15, 2009

Stanley and Ossuary's codes seem to work but I'm running into a Compile Error: User Defined Type not Defined when I try PGC01's. I would like to take the most elegant code I can find and adapt it to my needs as I tried to show in a post further down this thread.

Thanks

pgc01 · Apr 15, 2009

Rob P. said:
I'm running into a Compile Error: User Defined Type not Defined when I try PGC01's

Hi

In my post I wrote:

In the VBEditor in Tools->References enable the references to the libraries "Microsoft VBScript Regular Expressions" and "Microsoft Scripting Runtime".

If you are getting that error it means you have not set the references.
Please set the references and try again.

It can also be done without setting the references, using late binding, but try first this way.

Rob P. · Apr 15, 2009

PGC01,

Thanks for the reply, I thought I had already activated those references but I hadn't.

Any thoughts on my more dynamic question further down in the thread?

Thanks for your help!

Rob

pgc01 · Apr 15, 2009

Rob

I modified my solution to process more than 1 cell. In a clean worksheet paste some text in cells in column A, starting in A2, and try:

Code:

Sub WordsFreq()
Dim oMatches As MatchCollection, oMatch As Match
Dim regex As RegExp
Dim dic As Dictionary
Dim r As Range, rCell As Range, lRow As Long
Dim vCounts
 
Set regex = New RegExp
With regex
    .Pattern = "[a-zA-Z]+"
    .Global = True
End With
 
Set dic = New Dictionary
Set r = Range("A2", Range("A" & Rows.Count).End(xlUp))
 
' load the information into a dictionary
For lRow = 1 To r.Rows.Count
    Set oMatches = regex.Execute(r(lRow))
 
    With dic
        For Each oMatch In oMatches
            If Not .Exists(oMatch.Value) Then
                ReDim vCounts(1 To r.Rows.Count)
                .Add oMatch.Value, vCounts
            End If
            vCounts = .Item(oMatch.Value)
            vCounts(lRow) = vCounts(lRow) + 1
            .Item(oMatch.Value) = vCounts
        Next oMatch
    End With
Next lRow
 
' write the result
Range("B1").Resize(, dic.Count).Value = dic.Keys
For Each rCell In Range("B1").Resize(, dic.Count)
    rCell.Offset(1).Resize(r.Rows.Count) = Application.Transpose(dic(rCell.Value))
Next rCell
End Sub

<table border="1" cellpadding="1" style="background:#FFF; border-collapse:collapse;border-width:2px;border-color:#CCCCCC;font-family:Arial,Arial; font-size:10pt" ><tr><th style="border-width:1px;border-color:#888888;background:#9CF " > </th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" >A</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >B</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >C</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >D</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >E</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >F</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" >G</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >H</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >I</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >J</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" >K</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >L</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" >M</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >N</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >O</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >P</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >Q</th><th style="border-width:1px;border-color:#888888;background:#9CF; text-align:center" width=30 >R</th></tr><tr><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;background:#9CF; text-align:center; " ><b>1</b></td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">I</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">need</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">to</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">be</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">able</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">demonstrate</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">the</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">for</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">our</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">services</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">by</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">business</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">unit</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">and</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">line</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">of</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">As</td></tr><tr><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;background:#9CF; text-align:center; " ><b>2</b></td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">I need to be able to demonstrate the need for our services, by business unit and<br> by line of business. As I mentioned, I really want to limit the amount of reso<br>urce I ask for Pam on this, one call to her and that’s it.</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">4</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">2</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">4</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">2</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">2</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">2</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">2</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">2</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">2</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td></tr><tr><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;background:#9CF; text-align:center; " ><b>3</b></td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">How do we get recovery info included in the standard stewardship requests? From<br> the client presentations that I have se en – Calendar year recoveries by loss y<br>ear seems to be an every client request.</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">2</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td></tr><tr><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;background:#9CF; text-align:center; " ><b>4</b></td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:left;border-width: 1px;border-color:#888888; ">I would like this to be more flexible. I'm going to be analyzing thousands of no<br>tes and I'd like to be able to import all the notes into excel horizontally and <br>have the independent word counts fill in horizontally accross the page.</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">3</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">4</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">3</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">3</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">2</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; ">1</td><td style="border-width:1px;border-color:#000000; padding-left:0.5em; padding-top:0.4em; padding-right:0.5em; padding-bottom:0.25em;text-align:right;border-width: 1px;border-color:#888888; "> </td></tr><tr><td colspan=19 style="background:#9CF; padding-left:1em" > [Book1]Sheet3</td></tr></table>

Rob P. · Apr 21, 2009

This works, thanks for your help. I only work on this project one day a week so my replies can be staggered.

Great site, keep up the good work!

Rob

Felix Atagong · Jul 17, 2009

I was looking for some text mining in Excel and here is where I was looking for, all I need now is to add an ignore list with the most common useless words (to, the, a, etc...). But that will not be difficult...

Thanks!

CCSFCON · Aug 3, 2015

Hello, thank you for this very helpful code. It works perfectly for parsing and counting each word contained in cell A1. Two questions: (1) how can I get the script to run for all cells in the A column and return an aggregate count in C column? (See below for example) Also, (2) how can I have the script count two-word phrases like "professional development" or "job security" ? THANK YOU!

professional development, job security, location, leadership, growth opportunities	List	NBR of
job security, new skills	professional	1
location, benefits	development	1
pension benefits, public service	job	2
new challenge, career transition, long-term security	security	3
	location	2
	leadership	1
	growth	1
	opportunities	1
	new	2
	skills	1
	benefits	2
	pension	1
	public	1
	service	1
	challenge	1
	career	1
	transition	1
	long-term	1

billszysz · Aug 3, 2015

This can be done also by Power Query (few simple steps and UI using only).
Here is the M code

Code:

let
    Source = Excel.CurrentWorkbook(){[Name="Tabela1"]}[Content],
    ChType = Table.TransformColumnTypes(Source,{{"Data", type text}}),
    ReplaceVal = Table.ReplaceValue(ChType,",","",Replacer.ReplaceText,{"Data"}),
    SplitCol = Table.SplitColumn(ReplaceVal,"Data",Splitter.SplitTextByDelimiter(" "),{"Data.1", "Data.2", "Data.3", "Data.4", "Data.5", "Data.6", "Data.7", "Data.8", "Data.9", "Data.10", "Data.11", "Data.12", "Data.13", "Data.14", "Data.15", "Data.16", "Data.17", "Data.18", "Data.19", "Data.20"}),
    UnpivotCols = Table.UnpivotOtherColumns(SplitCol, {}, "Atrybut", "Words"),
    RemCol = Table.RemoveColumns(UnpivotCols,{"Atrybut"}),
    Ready = Table.Group(RemCol, {"Words"}, {{"Liczność", each Table.RowCount(_), type number}})
in
    Ready

Regards

Mining Text Fields

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