cluster analysis spreadsheet
TRANSCRIPT
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W Thi
On
Start
Im#ortant( )ou &ill need to
AGE Quality
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lcome to Cluster Analysis for Mars is a Excel template designed to help students segment a market using clus
INSTRUCTIONS and INFORMATION You may input up to 100 responses using up to eight variables
e you have entered your data, please click on the "Output Clusters" orkshe
by entering te name of your !ariables " Ty#e $"% &ords to de
Ten enter your data " use numerical data only
lease type over the sample data and variables listed
nter data for at least t&o !ariables and sould enter
Material Monthly Income Variable 5
1 $00
1 %000
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1 1!00
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1 !#0
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eting ter analysis
t tab belo
cribe te !ariable'column
below
ata for at least $* res#ondents+++
Variable 6 Variable 7 Variable
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ClThis is an
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Mean'Centroid AGE Quality
)egment 1 %%*'& $*'&
)egment ! %'*&1 !*('
AVERAGE %'*1( %*1(
Res#ondents Number .
)egment 1 % 1&*'+
)egment ! 1$ (!*$+
AVERAGE 1& 100*0+
Mean'Centroid AGE Quality
)egment 1 $#*00 #*00
)egment ! %!*'% %*
)egment % %(*'% !*%(
AVERAGE %'*1( %*1(
Res#ondents Number .
)egment 1 1 #*+
)egment ! ( $&*1+
)egment % ( $&*1+
TOTAL 1& 100*0+
Mean'Centroid AGE Quality
)egment 1 $#*00 #*00
)egment ! %%*$0 $*!0)egment % %!*&1 $*00
)egment $ $%*#0 0*00
AVERAGE %'*1( %*1(
Res#ondents Number .
)egment 1 1 #*+
)egment ! # !*$+
)egment % & $1*!+
)egment $ $ !%*#+
TOTAL 1& 100*0+
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Mean'Centroid AGE Quality
)egment 1 $#*00 #*00
)egment ! !&*00 $*%%
)egment % %#* %*((
)egment $ %'*#0 1*!#
)egment # #&*00 0*00
AVERAGE %'*1( %*1(
Res#ondents Number .
)egment 1 1 #*+
)egment ! % 1&*'+
)egment % ( $&*1+
)egment $ $ !%*#+
)egment # 1 #*+
TOTAL 1& 100*0+
In &ic clu
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!
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/ersion 1
/ersion !
/ersion %
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uster Analysis ,Segmentation- Ouutput worksheet only - please do NOT enter any data - use the input
r more assistance" please review the #$ow to interpret# wor%
Out#ut for TWO Clusters'Segments
Material Monthly Income Variable 5
0*'& 1(00*00
0*#& #0&*1$
0*# &%#*!
SS0'Segment
!1'0!!*0 SS0 Total %3%4%5564
''''%*&
Out#ut for T/R00 Clusters'Segments
Material Monthly Income Variable 5
1*00 %000*00
0*#0 (!#*00
0*'% %'!*#0
0*# &%#*!
SS0'Segment
0*0
#00%#*$ SS0 Total 75$5$86*
1#0#&&*'
Out#ut for FOUR Clusters'Segments
Material Monthly Income Variable 5
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0*'0 '0*000*#& #%#*&1
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SS0'Segment
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%$((%0*% SS0 Total 99:8%469
(#$(0*
1#01'*!
Out#ut for FI10 Clusters'Segments
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Material Monthly Income Variable 5
1*00 %000*00
0*%% 11%%*%%
0*'% #%*
0*#0 %00*00
1*00 1#0*00
0*# &%#*!
SS0'Segment
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1'!0'*(
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ter'segment is te res#ondent alloca
! % %
1 1 1
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! % $
! % $
! % %
! % $
! % $
1 ! !
! % %
! % %
! ! %
! ! !
! ! !
! ! %
Allocated Segmentfor % Clusters
Allocated Segmentfor 8 Clusters
Allocated Segmentfor 9 Clusters
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% 1 1
1$ ( #
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$
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#utata sheet only
sheet
Variable 6 Variable 7 Variable
Variable 6 Variable 7 Variable
Variable 6 Variable 7 Variable
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Variable 6 Variable 7 Variable
ed2
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%
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Allocated Segmentfor 5 Clusters
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1
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Type in this column only
)egmentation ap
Type in this column only
)egment 1
)egment !
)egment %
)egment $
)egment #
ame yourmap
ame yoursegments
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)tart here
1*
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This orksheet contains segmchange these 3rst t
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1*0
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&e'mentation Map (or ) &e'ments
&e'mentation Map (or * &e'ments
%%*#0 %$*00 %$*#0 %#*00 %#*#0 %'*00 %'*#0 %&*00
*#0
1*00
1*#0
*00
*#0*00
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Segmentation Ma#
%!*00 %$*00 %'*00 %(*00 $0*00 $!*00 $$*00 $'*00
0
0
0
0
0
0
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Segmentation Ma#
ntation maps 2or the 3rst to variables used ino variables to sho di4erent ones on the 2ollo
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&e'mentation Map (or + &e'ments
&e'mentation Map (or 5 &e'ments
%!*00 %$*00 %'*00 %(*00 $0*00 $!*00 $$*00 $'*00
A;0
Segmentation Ma#
#*00 %0*00 %#*00 $0*00 $#*00 #0*00 ##*00 '0*00
A;0
Segmentation Ma#
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ore maps
ore maps
Click on any map tocopy5paste it
"input data"* You caning maps*
Click tis bo= to !isit >erce#tual Ma#s fora free #erce#tual ma##ing tem#late6
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ore maps
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-6E
7uality
! )egments
)egment 1 %%*'& $*'& 0*'& 1,(00*00
)egment ! %'*&1 !*(' 0*#& #0&*1$
% )egments
)egment 1 $#*00 #*00 1*00 %,000*00
)egment ! %!*'% %* 0*#0 (!#*00
)egment % %(*'% !*%( 0*'% %'!*#0
$ segments
)egment 1 $#*00 #*00 1*00 %,000*00
)egment ! %%*$0 $*!0 0*'0 '0*00
)egment % %!*&1 $*00 0*#& #%#*&1
)egment $ $%*#0 0*#0 !%&*#0
# segments
)egment 1 $#*00 #*00 1*00 %,000*00
)egment ! !&*00 $*%% 0*%% 1,1%%*%%
)egment % %#* %*(( 0*'% #%*
)egment $ %'*#0 1*!# 0*#0 %00*00
)egment # #&*00 1*00 1#0*00
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)i8e
1(+
(!+
'+
$&+
$&+
'+
!+
$1+
!$+
'+
1(+
$&+
!$+
'+
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,entral Means ,hart (or the overall mar%et -no se'me
,entral Means ,hart (or ) &e'ments
This orksheet contains the central means graphcentroid 2or e
The graphs use the 3rst to v You can change these 3rst to variables
%
$
#
'
All consumers and segment centers
<
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a
10 !0 %0 $0 #0 '0
0
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%
$
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All consumers and te market center
Consumers Center
A;0
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,entral Means ,hart (or * &e'ments
,entral Means ,hart (or + &e'ments
10 !0 %0 $0 #0 '0
0
1
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1 Center 1 ! Center !
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All consumers and segment centers
10 !0 %0 $0 #0 '0
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'All consumers and segment centers
1 ! % Center 1 Center ! Center %
A;0
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,entral Means ,hart (or 5 &e'ments
10 !0 %0 $0 #0 '0
0
1
!
%
$
1 ! % $
Center 1 Center ! Center % Center $
A;0
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10 !0 %0 $0 #0 '0
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1 ! % $ #
Center 1 Center ! Center % Center $ Center #
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ts.
Click on the map tocopy5paste it
* They sho all consumers by segment and thech segment*
riables used in "input data"*to sho di4erent variables, i2 re9uired*
&0
ore graphs
ore graphs
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&0
ore graphs
ore graphs
&0
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&0
&0
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$# #
%# #
!1 $
!# $%1 $
## $
$% #
!& $
!$ 0
! #
$& $
%0 #
! #
%% 0'# 0
1 0
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$# 0 :5- :5- :5-
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$ $ # #
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! % $
#00,000*00
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1,#00,000*00
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Total SS0 by number of segments
Number of Market Segments
! % $ #
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Number of Market Segments
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#
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)eg 1 )eg ! )eg % )eg $ )eg #
::: :::
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1*00
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! :::
% :::
$ :::# :::
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/OW TO US0 and INT0R>R0T2
1 You need to select OE o2 the cluster options only that is, t
You generally should OT use more than one approach*
! The results o2 the cluster analysis are statistically derived* Thi
;o not attempt to analyse the segments across the outputs
% =hich one is best to use>
-*.ook 2or a good distribution o2 respondents across t
@* .ook 2or an output ith a loer ))E Adoesn?t
C* ost importantly, look 2or means
NOTE: This is example data only
$ 2 the segmentation output Ameans5averages o2 each variable
your input variables try a di4erent mix o2 variables*
OTED Trial and error is a normal part o2 analysis plus it ill help y
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o, three, 2our or 3ve segments5clusters*
s means that there is no connection beteen segment 1 across the 2our outputs
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they are unrelated*
veloping a strategy*