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{"sheet":"Input data","index":0,"n_rows":115,"n_cols":8,"rows_kept":115,"cut":false,"hidden":false,"merged":[[13,1,13,9],[12,1,12,9],[10,2,10,9],[1,1,1,9],[2,1,2,9],[3,1,3,9],[4,1,4,9],[7,1,7,9],[8,1,8,9],[6,1,6,9],[9,1,9,9],[5,1,5,6],[11,1,11,9]]}
[]
[null,"Welcome to Cluster Analysis for Marketing"]
[null,"This is a  Excel template designed to help students segment a market using cluster analysis"]
[null,"It is a free template designed for educational purposes. It is copyright material."]
[null,"For any enquires or further information, please contact Geoff Fripp via geoff@clusteranalysis4marketing.com"]
[null,"For further information on cluster analysis for marketing, please visit",null,null,null,null,null,"Cluster Analysis 4 Marketing"]
[null,"INSTRUCTIONS and INFORMATION"]
[null,"You may input up to 100 responses using up to eight variables"]
[null,"Once you have entered your data, please click on the \"Output Clusters\" worksheet tab below"]
[null,"NOTE: It uses K-means clustering - you do not select K, as 2, 3, 4 and 5 cluster outputs will automatically calculate for you."]
[null,null,"Start by entering the name of your variables - Type 1-2 words to describe the variable/column"]
[null,"Then enter your data - use numerical data only"]
[null,"Please type over the sample data and variables listed below"]
[null,"Important: You will need to enter data for at least two variables and should enter data for at least 10 respondents!!!"]
[null,"Respondent (or Case Number)"]
[null,1]
[null,2]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Clusters",2,3,4,5,2,3,4,5]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Centroid 4",null,null,90,70,null,null,{"$f":"ROUND(S116/100*$Q$110,0)","v":0},{"$f":"ROUND(T116/100*$Q$110,0)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Centroid 5",null,null,null,90,null,null,null,{"$f":"ROUND(T117/100*$Q$110,0)","v":0}]
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[null,null,"3 Cluster Split - First Run",null,null,null,null,null,null,null,null,"Revised Means - Cent 1",null,null,null,null,null,null,null,"Revised Means - Cent 2",null,null,null,null,null,null,null,"Revised Means - Cent 3",null,null,null,null,null,null,null,null,"3 Cluster Split - 2nd Run",null,null,null,null,null,null,null,null,"Revised Means - Cent 1",null,null,null,null,null,null,null,"Revised Means - Cent 2",null,null,null,null,null,null,null,"Revised Means - Cent 3",null,null,null,null,null,null,null,null,"3 Cluster Split - 3rd Run",null,null,null,null,null,null,null,null,"Revised Means - Cent 1",null,null,null,null,null,null,null,"Revised Means - Cent 2",null,null,null,null,null,null,null,"Revised Means - Cent 3",null,null,null,null,null,null,null,null,"3 Cluster Split - 4th Run",null,null,null,null,null,null,null,null,"Revised Means - Cent 1",null,null,null,null,null,null,null,"Revised Means - Cent 2",null,null,null,null,null,null,null,"Revised Means - Cent 3",null,null,null,null,null,null,null,null,"3 Cluster Split - 5th Run",null,null,null,null,null,null,null,null,"Revised Means - Cent 1",null,null,null,null,null,null,null,"Revised Means - Cent 2",null,null,null,null,null,null,null,"Revised Means - Cent 3",null,null,null,null,null,null,null,null,"3 Cluster Split - 6th Run",null,null,null,null,null,null,null,null,"FINAL Means - Cent 1",null,null,null,null,null,null,null,"FINAL Means - Cent 2",null,null,null,null,null,null,null,"FINAL Means - Cent 3"]
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[null,null,"5 Cluster Split - First Run - For Means Map",null,null,null,null,null,null,null,null,null,null,null,null," Means - Cent 1",null," Means - Cent 2",null,"Means - Cent 3",null,"Means - Cent 4",null,"Means - Cent 5",null,null,"5 Cluster Split - 2nd Run - For Means Map",null,null,null,null,null,null,null,null,null,null,null,null," Means - Cent 1",null," Means - Cent 2",null,"Means - Cent 3",null,"Means - Cent 4",null,"Means - Cent 5",null,null,"5 Cluster Split - 3rd Run - For Means Map",null,null,null,null,null,null,null,null,null,null,null,null," Means - Cent 1",null," Means - Cent 2",null,"Means - Cent 3",null,"Means - Cent 4",null,"Means - Cent 5"]
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{"sheet":"Output Clusters","index":2,"n_rows":180,"n_cols":10,"rows_kept":180,"cut":false,"hidden":false,"merged":[[1,1,1,9],[6,2,7,2],[6,3,7,3],[6,4,7,4],[2,1,2,9],[6,5,7,5],[6,6,7,6],[6,7,7,7],[6,8,7,8],[6,9,7,9],[6,1,7,1],[5,1,5,9],[3,1,3,9],[16,1,16,9],[17,1,18,1],[17,2,18,2],[17,3,18,3],[17,4,18,4],[17,5,18,5],[17,6,18,6],[17,7,18,7],[17,8,18,8],[17,9,18,9],[30,5,31,5],[30,6,31,6],[30,7,31,7],[30,8,31,8],[29,1,29,9],[30,9,31,9],[30,1,31,1],[30,2,31,2],[30,3,31,3],[30,4,31,4],[44,1,44,9],[45,1,46,1],[45,2,46,2],[45,3,46,3],[45,4,46,4],[45,5,46,5],[45,6,46,6],[45,7,46,7],[45,8,46,8],[45,9,46,9]]}
[]
[null,"Cluster Analysis (Segmentation) Output"]
[null,"This is an output worksheet only - please do NOT enter any data - use the input data sheet only"]
[null,"For more assistance, please review the \"How to interpret\" worksheet"]
[]
[null,"Output for TWO Clusters/Segments"]
["`","Mean/Centroid",{"$f":"+'Input data'!C15","v":0},{"$f":"+'Input data'!D15","v":0},{"$f":"+'Input data'!E15","v":0},{"$f":"+'Input data'!F15","v":0},{"$f":"+'Input data'!G15","v":0},{"$f":"+'Input data'!H15","v":0},{"$f":"+'Input data'!I15","v":0},{"$f":"+'Input data'!J15","v":0}]
[]
[null,"Segment 1",{"$f":"+Quick!BN5","v":""},{"$f":"+Quick!BO5","v":""},{"$f":"+Quick!BP5","v":""},{"$f":"+Quick!BQ5","v":""},{"$f":"+Quick!BR5","v":""},{"$f":"+Quick!BS5","v":""},{"$f":"+Quick!BT5","v":""},{"$f":"+Quick!BU5","v":""}]
[null,"Segment 2",{"$f":"+Quick!BW5","v":""},{"$f":"+Quick!BX5","v":""},{"$f":"+Quick!BY5","v":""},{"$f":"+Quick!BZ5","v":""},{"$f":"+Quick!CA5","v":""},{"$f":"+Quick!CB5","v":""},{"$f":"+Quick!CC5","v":""},{"$f":"+Quick!CD5","v":""}]
[null,"AVERAGE",{"$f":"IFERROR(C9*$C13/$C15+C10*$C14/$C15,\"\")","v":""},{"$f":"IFERROR(D9*$C13/$C15+D10*$C14/$C15,\"\")","v":""},"","","","","",""]
[null,"Respondents","Number","% ","SSE/Segment"]
[null,"Segment 1",{"$f":"COUNTIF(E$64:E$163,1)","v":0},{"$f":"+IFERROR(C13/C$15,\"\")","v":""},{"$f":"+Quick!GT7","v":0},"SSE Total",{"$f":"+Quick!W8","v":0}]
[null,"Segment 2",{"$f":"COUNTIF(E$64:E$163,2)","v":0},{"$f":"+IFERROR(C14/C$15,\"\")","v":""},{"$f":"+Quick!GU7","v":0}]
[null,"AVERAGE",{"$f":"SUM(C13:C14)","v":0},{"$f":"+IFERROR(C15/C$15,\"\")","v":""}]
[]
[null,"Output for THREE Clusters/Segments"]
[null,"Mean/Centroid",{"$f":"+'Input data'!C15","v":0},{"$f":"+'Input data'!D15","v":0},{"$f":"+'Input data'!E15","v":0},{"$f":"+'Input data'!F15","v":0},{"$f":"+'Input data'!G15","v":0},{"$f":"+'Input data'!H15","v":0},{"$f":"+'Input data'!I15","v":0},{"$f":"+'Input data'!J15","v":0}]
[]
[null,"Segment 1",{"$f":"+Quick!CG5","v":""},{"$f":"+Quick!CH5","v":""},{"$f":"+Quick!CI5","v":""},{"$f":"+Quick!CJ5","v":""},{"$f":"+Quick!CK5","v":""},{"$f":"+Quick!CL5","v":""},{"$f":"+Quick!CM5","v":""},{"$f":"+Quick!CN5","v":""}]
[null,"Segment 2",{"$f":"+Quick!CP5","v":""},{"$f":"+Quick!CQ5","v":""},{"$f":"+Quick!CR5","v":""},{"$f":"+Quick!CS5","v":""},{"$f":"+Quick!CT5","v":""},{"$f":"+Quick!CU5","v":""},{"$f":"+Quick!CV5","v":""},{"$f":"+Quick!CW5","v":""}]
[null,"Segment 3",{"$f":"+Quick!CY5","v":""},{"$f":"+Quick!CZ5","v":""},{"$f":"+Quick!DA5","v":""},{"$f":"+Quick!DB5","v":""},{"$f":"+Quick!DC5","v":""},{"$f":"+Quick!DD5","v":""},{"$f":"+Quick!DE5","v":""},{"$f":"+Quick!DF5","v":""}]
[null,"AVERAGE",{"$f":"IFERROR(C20*$C25/$C28+C21*$C26/$C28+C22*$C27/$C28,\"\")","v":""},{"$f":"IFERROR(D20*$C25/$C28+D21*$C26/$C28+D22*$C27/$C28,\"\")","v":""},"","","","","",""]
[null,"Respondents","Number","% ","SSE/Segment"]
[null,"Segment 1",{"$f":"COUNTIF(F$64:F$163,1)","v":0},{"$f":"IFERROR(C25/C$28,\"\")","v":""},{"$f":"+Quick!GV7","v":0}]
[null,"Segment 2",{"$f":"COUNTIF(F$64:F$163,2)","v":0},{"$f":"IFERROR(C26/C$28,\"\")","v":""},{"$f":"+Quick!GW7","v":0},"SSE Total",{"$f":"+Quick!AJ8","v":0}]
[null,"Segment 3",{"$f":"COUNTIF(F$64:F$163,3)","v":0},{"$f":"IFERROR(C27/C$28,\"\")","v":""},{"$f":"+Quick!GX7","v":0}]
[null,"TOTAL",{"$f":"SUM(C25:C27)","v":0},{"$f":"IFERROR(C28/C$28,\"\")","v":""}]
[]
[null,"Output for FOUR Clusters/Segments"]
[null,"Mean/Centroid",{"$f":"+'Input data'!C15","v":0},{"$f":"+'Input data'!D15","v":0},{"$f":"+'Input data'!E15","v":0},{"$f":"+'Input data'!F15","v":0},{"$f":"+'Input data'!G15","v":0},{"$f":"+'Input data'!H15","v":0},{"$f":"+'Input data'!I15","v":0},{"$f":"+'Input data'!J15","v":0}]
[]
[null,"Segment 1",{"$f":"+Quick!DI5","v":""},{"$f":"+Quick!DJ5","v":""},{"$f":"+Quick!DK5","v":""},{"$f":"+Quick!DL5","v":""},{"$f":"+Quick!DM5","v":""},{"$f":"+Quick!DN5","v":""},{"$f":"+Quick!DO5","v":""},{"$f":"+Quick!DP5","v":""}]
[null,"Segment 2",{"$f":"+Quick!DR5","v":""},{"$f":"+Quick!DS5","v":""},{"$f":"+Quick!DT5","v":""},{"$f":"+Quick!DU5","v":""},{"$f":"+Quick!DV5","v":""},{"$f":"+Quick!DW5","v":""},{"$f":"+Quick!DX5","v":""},{"$f":"+Quick!DY5","v":""}]
[null,"Segment 3",{"$f":"+Quick!EA5","v":""},{"$f":"+Quick!EB5","v":""},{"$f":"+Quick!EC5","v":""},{"$f":"+Quick!ED5","v":""},{"$f":"+Quick!EE5","v":""},{"$f":"+Quick!EF5","v":""},{"$f":"+Quick!EG5","v":""},{"$f":"+Quick!EH5","v":""}]
[null,"Segment 4",{"$f":"+Quick!EJ5","v":""},{"$f":"+Quick!EK5","v":""},{"$f":"+Quick!EL5","v":""},{"$f":"+Quick!EM5","v":""},{"$f":"+Quick!EN5","v":""},{"$f":"+Quick!EO5","v":""},{"$f":"+Quick!EP5","v":""},{"$f":"+Quick!EQ5","v":""}]
[null,"AVERAGE",{"$f":"IFERROR(C33*$C39/$C43+C34*$C40/$C43+C35*$C41/$C43+C36*$C42/$C43,\"\")","v":""},{"$f":"IFERROR(D33*$C39/$C43+D34*$C40/$C43+D35*$C41/$C43+D36*$C42/$C43,\"\")","v":""},"","","","","",""]
[null,"Respondents","Number","% ","SSE/Segment"]
[null,"Segment 1",{"$f":"COUNTIF(G$64:G$163,1)","v":0},{"$f":"IFERROR(C39/C$43,\"\")","v":""},{"$f":"+Quick!GY7","v":0}]
[null,"Segment 2",{"$f":"COUNTIF(G$64:G$163,2)","v":0},{"$f":"IFERROR(C40/C$43,\"\")","v":""},{"$f":"+Quick!GZ7","v":0},"SSE Total",{"$f":"+Quick!AW8","v":0}]
[null,"Segment 3",{"$f":"COUNTIF(G$64:G$163,3)","v":0},{"$f":"IFERROR(C41/C$43,\"\")","v":""},{"$f":"+Quick!HA7","v":0}]
[null,"Segment 4",{"$f":"COUNTIF(G$64:G$163,4)","v":0},{"$f":"IFERROR(C42/C$43,\"\")","v":""},{"$f":"+Quick!HB7","v":0}]
[null,"TOTAL",{"$f":"SUM(C39:C42)","v":0},{"$f":"IFERROR(C43/C$43,\"\")","v":""}]
[]
[null,"Output for FIVE Clusters/Segments"]
[null,"Mean/Centroid",{"$f":"+'Input data'!C15","v":0},{"$f":"+'Input data'!D15","v":0},{"$f":"+'Input data'!E15","v":0},{"$f":"+'Input data'!F15","v":0},{"$f":"+'Input data'!G15","v":0},{"$f":"+'Input data'!H15","v":0},{"$f":"+'Input data'!I15","v":0},{"$f":"+'Input data'!J15","v":0}]
[]
[null,"Segment 1",{"$f":"+Quick!ET5","v":""},{"$f":"+Quick!EU5","v":""},{"$f":"+Quick!EV5","v":""},{"$f":"+Quick!EW5","v":""},{"$f":"+Quick!EX5","v":""},{"$f":"+Quick!EY5","v":""},{"$f":"+Quick!EZ5","v":""},{"$f":"+Quick!FA5","v":""}]
[null,"Segment 2",{"$f":"+Quick!FC5","v":""},{"$f":"+Quick!FD5","v":""},{"$f":"+Quick!FE5","v":""},{"$f":"+Quick!FF5","v":""},{"$f":"+Quick!FG5","v":""},{"$f":"+Quick!FH5","v":""},{"$f":"+Quick!FI5","v":""},{"$f":"+Quick!FJ5","v":""}]
[null,"Segment 3",{"$f":"+Quick!FL5","v":""},{"$f":"+Quick!FM5","v":""},{"$f":"+Quick!FN5","v":""},{"$f":"+Quick!FO5","v":""},{"$f":"+Quick!FP5","v":""},{"$f":"+Quick!FQ5","v":""},{"$f":"+Quick!FR5","v":""},{"$f":"+Quick!FS5","v":""}]
[null,"Segment 4",{"$f":"+Quick!FU5","v":""},{"$f":"+Quick!FV5","v":""},{"$f":"+Quick!FW5","v":""},{"$f":"+Quick!FX5","v":""},{"$f":"+Quick!FY5","v":""},{"$f":"+Quick!FZ5","v":""},{"$f":"+Quick!GA5","v":""},{"$f":"+Quick!GB5","v":""}]
[null,"Segment 5",{"$f":"+Quick!GD5","v":""},{"$f":"+Quick!GE5","v":""},{"$f":"+Quick!GF5","v":""},{"$f":"+Quick!GG5","v":""},{"$f":"+Quick!GH5","v":""},{"$f":"+Quick!GI5","v":""},{"$f":"+Quick!GJ5","v":""},{"$f":"+Quick!GK5","v":""}]
[null,"AVERAGE",{"$f":"IFERROR(C48*$C55/$C60+C49*$C56/$C60+C50*$C57/$C60+C51*$C58/$C60+C52*$C59/$C60,\"\")","v":""},{"$f":"IFERROR(D48*$C55/$C60+D49*$C56/$C60+D50*$C57/$C60+D51*$C58/$C60+D52*$C59/$C60,\"\")","v":""},"","","","","",""]
[null,"Respondents","Number","% ","SSE/Segment"]
[null,"Segment 1",{"$f":"COUNTIF(H$64:H$163,1)","v":0},{"$f":"IFERROR(C55/C$60,\"\")","v":""},{"$f":"+Quick!HC7","v":0}]
[null,"Segment 2",{"$f":"COUNTIF(H$64:H$163,2)","v":0},"",{"$f":"+Quick!HD7","v":0},"SSE Total",{"$f":"+Quick!BJ8","v":0}]
[null,"Segment 3",{"$f":"COUNTIF(H$64:H$163,3)","v":0},"",{"$f":"+Quick!HE7","v":0}]
[null,"Segment 4",{"$f":"COUNTIF(H$64:H$163,4)","v":0},"",{"$f":"+Quick!HF7","v":0}]
[null,"Segment 5",{"$f":"COUNTIF(H$64:H$163,5)","v":0},"",{"$f":"+Quick!HG7","v":0}]
[null,"TOTAL",{"$f":"SUM(C55:C59)","v":0},""]
[]
[null,null,null,"In which cluster/segment is the respondent allocated?"]
[null,null,null,"Respondent (Case)","Allocated Segment for 2 Clusters","Allocated Segment for 3 Clusters","Allocated Segment for 4 Clusters","Allocated Segment for 5 Clusters"]
[null,null,null,1,{"$f":"IFERROR(VLOOKUP(D64,cluster_set,2,FALSE),\"\")","v":""},{"$f":"IFERROR(VLOOKUP(D64,cluster_set,3,FALSE),\"\")","v":""},{"$f":"IFERROR(VLOOKUP(D64,cluster_set,4,FALSE),\"\")","v":""},{"$f":"IFERROR(VLOOKUP(D64,cluster_set,5,FALSE),\"\")","v":""}]
[null,null,null,2,"","","",""]
[null,null,null,3,"","","",""]
[null,null,null,4,"","","",""]
[null,null,null,5,"","","",""]
[null,null,null,6,"","","",""]
[null,null,null,7,"","","",""]
[null,null,null,8,"","","",""]
[null,null,null,9,"","","",""]
[null,null,null,10,"","","",""]
[null,null,null,11,"","","",""]
[null,null,null,12,"","","",""]
[null,null,null,13,"","","",""]
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[null,null,null,29,"","","",""]
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[null,null,null,31,"","","",""]
[null,null,null,32,"","","",""]
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[null,null,null,63,"","","",""]
[null,null,null,64,"","","",""]
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[null,null,null,94,"","","",""]
[null,null,null,95,"","","",""]
[null,null,null,96,"","","",""]
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[]
[null,null,null,"No. in Segment 1",{"$f":"COUNTIF(E$64:E$163,1)","v":0},{"$f":"COUNTIF(F$64:F$163,1)","v":0},{"$f":"COUNTIF(G$64:G$163,1)","v":0},{"$f":"COUNTIF(H$64:H$163,1)","v":0}]
[null,null,null,"No. in Segment 2",{"$f":"COUNTIF(E$64:E$163,2)","v":0},{"$f":"COUNTIF(F$64:F$163,2)","v":0},{"$f":"COUNTIF(G$64:G$163,2)","v":0},{"$f":"COUNTIF(H$64:H$163,2)","v":0}]
[null,null,null,"No. in Segment 3",null,{"$f":"COUNTIF(F$64:F$163,3)","v":0},{"$f":"COUNTIF(G$64:G$163,3)","v":0},{"$f":"COUNTIF(H$64:H$163,3)","v":0}]
[null,null,null,"No. in Segment 4",null,null,{"$f":"COUNTIF(G$64:G$163,4)","v":0},{"$f":"COUNTIF(H$64:H$163,4)","v":0}]
[null,null,null,"No. in Segment 5",null,null,null,{"$f":"COUNTIF(H$64:H$163,5)","v":0}]
[null,null,null,"TOTAL",{"$f":"SUM(E165:E169)","v":0},{"$f":"SUM(F165:F169)","v":0},{"$f":"SUM(G165:G169)","v":0},{"$f":"SUM(H165:H169)","v":0}]
[]
[]
[]
[]
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[null,"Version 1"]
[null,"Version 2"]
[null,"Version 3"]

{"sheet":"Segmentation maps","index":3,"n_rows":68,"n_cols":35,"rows_kept":68,"cut":false,"hidden":false,"merged":[]}
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[null,null,"Type in this column only",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"3 Segments"]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E74","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E75","v":""}]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E79","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E80","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E81","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E82","v":""}]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E85","v":""}]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E111","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E112","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E113","v":""}]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E116","v":""}]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E120","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E121","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+'Output Clusters'!E122","v":""}]

{"sheet":"How to interpret","index":6,"n_rows":32,"n_cols":13,"rows_kept":32,"cut":false,"hidden":false,"merged":[[1,1,1,5],[1,7,1,11]]}
[]
[null,"HOW TO USE and INTERPRET?",null,null,null,null,null,"For lots more information, please visit",null,null,null,null,"http://www.clusteranalysis4marketing.com"]
[]
[null,1,"You need to select ONE of the cluster options only - that is, two, three, four or five segments/clusters."]
[null,null,"You generally should NOT use more than one approach."]
[]
[null,2,"The results of the cluster analysis are statistically derived. This means that there is no connection between segment 1 across the four outputs - they are unrelated."]
[null,null,"Do not attempt to analyse the segments across the outputs - just choose the best one."]
[]
[null,3,"Which one is best to use? "]
[null,null,"A.","Look for a good distribution of respondents across the segments - you don't want 90% of all people in one segment."]
[null,null,null,"B.","Look for an output with a lower SSE (doesn't need to be the lowest, but avoid the highest)."]
[null,null,null,null,"C.","Most importantly, look for means per segment that make sense - that you can use to describe your segments and help in developing a strategy."]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,"NOTE: This is example data only."]
[]
[null,4,"If the segmentation output (means/averages of each variable) don't make sense, then try adding/removing/changing"]
[null,null,"your input variables - try a different mix of variables."]
[null,null,"NOTE: Trial and error is a normal part of analysis - plus it will help you understand the data better."]

{"sheet":"Add Solver","index":7,"n_rows":26,"n_cols":13,"rows_kept":26,"cut":false,"hidden":false,"merged":[[24,2,24,13],[25,2,25,13],[7,12,7,17],[8,12,8,17],[9,12,9,17],[19,5,19,7],[20,8,20,10],[23,2,23,13],[6,12,6,17],[2,3,2,10],[3,2,3,10],[4,2,4,10],[5,2,5,10],[6,2,6,10]]}
[]
[]
[null,"TWO STEPS",null,"Important Note for Apple Mac users"]
[null,"1st STEP","Ensure that your spreadsheet has the 'Solver add-in' loaded"]
[null,null,"In the top menu of Excel click \"File\" then select \"Options\" and then select \"Add-Ins\""]
[null,null,"Then click 'Go' next to 'Manage Excel Add-ins' and select the 'Solver Add-in' (as shown below)"]
[null,"Follow the sequence as shown","Please note that these options are standard with every version of Excel, including the student version",null,null,null,null,null,null,null,null,null,"ATTENTION APPLE MAC USERS!!!"]
[null,null,null,null,null,null,null,null,null,null,null,null,"Do not follow the instructions in Step Five"]
[null,null,null,null,null,null,null,null,null,null,null,null,"Instead, select 'Tools', then 'Add-ins' and then 'Solver'"]
[null,null,null,null,null,null,null,null,null,null,null,null,"You will also need to follow Step Six below"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,"Part C: Select Go"]
[null,"Part A: Select Options",null,null,null,null,null,null,"Part D: Tick Solver Add-in"]
[null,null,"Part B: Select Add-ins"]
[]
[null,"2nd STEP","IMPORTANT: Save the spreadsheet and exit Excel, then reopen the spreadsheet"]
[null,null,"Note: You need to save, exit and reopen Excel in order for the Solver Add-in to be loaded into the spreadsheet"]
[null,null,"Solver should then appear under Data in the top menu, as shown below"]

{"sheet":"Quick","index":8,"n_rows":109,"n_cols":225,"rows_kept":109,"cut":false,"hidden":false,"merged":[[1,2,1,10],[4,224,4,230],[6,224,6,230],[8,224,8,230],[9,224,9,230],[11,224,11,230],[12,224,12,230],[7,20,7,21],[7,32,7,34],[7,44,7,47],[7,56,7,60]]}
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c+p",null,2,{"$f":"+U1+1","v":3},{"$f":"+V1+1","v":4},5,6,7,8,9,null,null,"c+p",null,2,{"$f":"+AG1+1","v":3},{"$f":"+AH1+1","v":4},5,6,7,8,9,null,null,"c+p",null,2,{"$f":"+AS1+1","v":3},{"$f":"+AT1+1","v":4},5,6,7,8,9,null,null,"c+p",null,2,{"$f":"+BE1+1","v":3},{"$f":"+BF1+1","v":4},5,6,7,8,9]
[null,null,"This worksheet is for Admin Use only - it is not needed by the user",null,null,null,null,null,null,null,null,null,null,null,null,null,null,1,18,"Anchors",{"$f":"VLOOKUP($S2,std_data_2,U$1)","v":""},"","","","","","","",null,1,45,"Anchors",{"$f":"VLOOKUP($AE2,std_data_2,AG$1)","v":""},"","","","","","","",null,1,55,"Anchors",{"$f":"VLOOKUP($AQ2,std_data_2,AS$1)","v":""},"","","","","","","",null,1,59,"Anchors",{"$f":"VLOOKUP($BC2,std_data_2,BE$1)","v":""},"","","","","","",""]
[null,"Count",{"$f":"COUNT(C10:C109)","v":0},null,null,null,null,null,null,null,null,null,null,null,null,null,null,2,50,null,"","","","","","","","",null,2,55,null,"","","","","","","","",null,2,40,null,"","","","","","","","",null,2,91,null,"","","","","","","",""]
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[null,"Mean",{"$f":"IFERROR(AVERAGE(C$10:C$109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(D$10:D$109),\"\")","v":""},"","","","","","",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4,56,null,"","","","","","","","",null,4,45,null,"","","","","","","","","Mean",{"$f":"IFERROR(AVERAGE(BN10:BN109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(BO10:BO109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(BW10:BW109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(BX10:BX109),\"\")","v":""},"","","","","","",null,null,{"$f":"IFERROR(AVERAGE(CG10:CG109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(CH10:CH109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(CP10:CP109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(CQ11:CQ109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(CY10:CY109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(CZ10:CZ109),\"\")","v":""},"","","","","","",null,null,{"$f":"IFERROR(AVERAGE(DI10:DI109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(DJ10:DJ109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(DR10:DR109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(DS10:DS109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(EA10:EA109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(EB10:EB109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(EJ10:EJ109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(EK10:EK109),\"\")","v":""},"","","","","","",null,null,{"$f":"IFERROR(AVERAGE(ET10:ET109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(EU10:EU109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(FC10:FC109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(FD10:FD109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(FL10:FL109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(FM10:FM109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(FU10:FU109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(FV10:FV109),\"\")","v":""},"","","","","","",null,{"$f":"IFERROR(AVERAGE(GD10:GD109),\"\")","v":""},{"$f":"IFERROR(AVERAGE(GE10:GE109),\"\")","v":""},"","","","","","",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Running the cluster calculation now"]
[null,"SD.P",{"$f":"IFERROR(_xlfn.STDEV.P(C$10:C$109),\"\")","v":""},{"$f":"IFERROR(_xlfn.STDEV.P(D$10:D$109),\"\")","v":""},"","","","","","",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,5,8,null,"","","","","","","","",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"+GU7+GT7","v":0},null,null,{"$f":"SUM(GV7:GX7)","v":0},null,null,null,{"$f":"SUM(GY7:HB7)","v":0},null,null,null,null,{"$f":"SUM(HC7:HG7)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2 clusters",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"3 clusters",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"4 clusters",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"5 clusters",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"SUM(GT10:GT109)","v":0},{"$f":"SUM(GU10:GU109)","v":0},{"$f":"SUM(GV10:GV109)","v":0},0,0,0,0,0,0,0,0,0,0,0,null,null,null,null,null,null,null,null,null,"It will take around one minute to complete"]
[null,null,"Starting data",null,null,null,null,null,null,null,null,"Standardized data",null,null,null,null,null,null,null,null,"2 clusters",null,{"$f":"SUM(W10:W109)","v":0},null,null,null,null,null,null,null,null,null,"3 clusters",null,null,{"$f":"SUM(AJ10:AJ109)","v":0},null,null,null,null,null,null,null,null,"4 clusters",null,null,null,{"$f":"SUM(AW10:AW109)","v":0},null,null,null,null,null,null,null,"5 clusters",null,null,null,null,{"$f":"SUM(BJ10:BJ109)","v":0},null,null,null,"cluster",1,null,null,null,null,null,null,null,"cluster",2,null,null,null,null,null,null,null,null,"cluster",1,null,null,null,null,null,null,null,"cluster",2,null,null,null,null,null,null,null,"cluster",3,null,null,null,null,null,null,null,null,"cluster",1,null,null,null,null,null,null,null,"cluster",2,null,null,null,null,null,null,null,"cluster",3,null,null,null,null,null,null,null,"cluster",4,null,null,null,null,null,null,null,null,"cluster",1,null,null,null,null,null,null,null,"cluster",2,null,null,null,null,null,null,null,"cluster",3,null,null,null,null,null,null,null,"cluster",4,null,null,null,null,null,null,null,"cluster",5,null,null,null,null,null,null,null,null,"Cluster sets",null,null,null,null,null,"SSE"]
[null,"Respondent ",{"$f":"+'Input data'!C15","v":0},{"$f":"+'Input data'!D15","v":0},{"$f":"+'Input data'!E15","v":0},{"$f":"+'Input data'!F15","v":0},{"$f":"+'Input data'!G15","v":0},{"$f":"+'Input data'!H15","v":0},{"$f":"+'Input data'!I15","v":0},{"$f":"+'Input data'!J15","v":0},null,{"$f":"+C9","v":0},{"$f":"+D9","v":0},0,0,0,0,0,0,null,1,2,"Min","Cluster",null,null,null,null,null,null,null,null,1,2,3,"Min","Cluster",null,null,null,null,null,null,null,1,2,3,4,"Min","Cluster",null,null,null,null,null,null,1,2,3,4,5,"Min","Cluster",null,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,null,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,null,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,null,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,"variable",1,2,3,4,5,6,7,8,null,null,null,2,3,4,5,null,1,2,1,2,3,1,2,3,4,1,2,3,4,5,null,null,null,null,null,null,null,null,null,"When finished it will take you to the \"Output Clusters\" tab below"]
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