Cluster Report on the "markdatatab" Data Set

Created 5 clusters using K Means.
Created on 4/14/2003, 5:04:39 PMMonday, April 14, 2003 12:04:39
Random seed: 45974033
Maximum number of iterations: 50
Number of runs: 5
Number of data points: 1407

Variables

NameWeightTypeScaleDistanceAverageStd DevMinimumMaximum% Populated
CellID1metameanAbsDeveuclidean14467.9765458422230.51089507291112120100100
xcoord1intervalmeanAbsDeveuclidean-99.0102089974760.28250248083523-99.550659179688-98.43367767334100
ycoord1intervalmeanAbsDeveuclidean38.017274342790.1912432907864737.593471527138.383880615234100
Trs1metameanAbsDeveuclidean23.2935323383082.198689786285819S11W1928S20W20100
Ltc88021intervalmeanAbsDeveuclidean-1.73032693640752.7837212146892-8.55000019073495.6999998092651100
avgwlchng2intervalmeanAbsDeveuclidean-0.123560767383830.1987978444769-0.610000014305110.40999999642372100
Stdif4001intervalmeanAbsDeveuclidean66.27992120938448.425435392968-58.25195.5800018310599.218194740583
usedens1intervalmeanAbsDeveuclidean180.84561475658106.833943601010585.84997558594100
Longitude1intervalmeanAbsDeveuclidean-99.0102089974760.28250248083523-99.550659179688-98.43367767334100
Latitude1intervalmeanAbsDeveuclidean38.017274342790.1912432907864737.593471527138.383880615234100

Cluster Properties

Cluster 0: high Ltc8802, high Stdif400

Number of objects: 361
Variable% populatedAverageStd DevMinimumMaximum
CellID10013473.7977839341871.62819501711121917951
xcoord100-98.8016672530660.18143557406619-99.4954071044922-98.4336776733398
ycoord10038.103470926470.1674047407589837.740631103515638.3690605163574
Trs10022.2853185595571.956318117584719S11W2626S20W27
Ltc88021000.777229915009271.2827068713387-2.519999980926515.69999980926514
avgwlchng1000.0556232686363510.091607447955019-0.1800000071525570.409999996423721
Stdif40097.783933518006120.2111615405219.51494828934479.4599990844727195.580001831055
usedens100155.1482824123598.4278345731760446.820007324219
Longitude100-98.8016672530660.18143557406619-99.4954071044922-98.4336776733398
Latitude10038.103470926470.1674047407589837.740631103515638.3690605163574

Cluster 1: low Ltc8802, low Stdif400

Number of objects: 224
Variable% populatedAverageStd DevMinimumMaximum
CellID10015700.4910714292123.56990952371299520100
xcoord100-99.2520770004820.16323703311026-99.5496063232422-98.9033508300781
ycoord10037.9078860964090.1562715168632337.593471527099638.1237983703613
Trs10024.56251.823856050475822S14W1928S20W20
Ltc8802100-5.17107141017911.3996790762747-8.55000019073486-2.9300000667572
avgwlchng100-0.369285713282550.099899181104023-0.610000014305115-0.209999993443489
Stdif40010018.99236614183924.882671191139-48.319999694824259.0499992370605
usedens100233.73589308866115.699091931960492.549987792969
Longitude100-99.2520770004820.16323703311026-99.5496063232422-98.9033508300781
Latitude10037.9078860964090.1562715168632337.593471527099638.1237983703613

Cluster 2: low Stdif400, medium Ltc8802

Number of objects: 260
Variable% populatedAverageStd DevMinimumMaximum
CellID100138701506.67346521041122019028
xcoord100-99.0485575162450.24830961160969-99.5506591796875-98.4338226318359
ycoord10038.058483740.1369439540475537.66778182983438.3690414428711
Trs10022.851.597052573673419S11W2727S20W30
Ltc8802100-1.13719231062211.0111696432811-3.450000047683722.02999997138977
avgwlchng100-0.0811923074894230.0722690056485-0.250.140000000596046
Stdif4001006.866423125063621.237045226163-58.2542.3899993896484
usedens100161.3176539118893.3808003271260423.839996337891
Longitude100-99.0485575162450.24830961160969-99.5506591796875-98.4338226318359
Latitude10038.058483740.1369439540475537.66778182983438.3690414428711

Cluster 3: low Ltc8802, high Stdif400

Number of objects: 214
Variable% populatedAverageStd DevMinimumMaximum
CellID10016791.5747663551857.45206388851257819699
xcoord100-99.2541454707350.15033198902527-99.5137786865234-98.8851470947266
ycoord10037.8263050150650.143563739215337.623249053955138.1674003601074
Trs10025.4392523364491.610001277607122S14W0528S20W11
Ltc8802100-5.30116824011941.7532791939531-8.23999977111816-2.33999991416931
avgwlchng100-0.378551401685330.12520732103772-0.589999973773956-0.170000001788139
Stdif40010099.06303733754422.51535202627260.1300010681152151.350006103516
usedens100249.1547192502297.6919132457048.14000034332275585.849975585938
Longitude100-99.2541454707350.15033198902527-99.5137786865234-98.8851470947266
Latitude10037.8263050150650.143563739215337.623249053955138.1674003601074

Cluster 4: medium Ltc8802, medium Stdif400

Number of objects: 348
Variable% populatedAverageStd DevMinimumMaximum
CellID10013723.8362068971901.78760709031112118122
xcoord100-98.8921978391450.27752422305863-99.5327072143555-98.4449310302734
ycoord10038.0849151282470.1808766211383137.726940155029338.3838806152344
Trs10022.5344827586212.070999957608719S11W1927S20W02
Ltc8802100-0.364109192000721.2628657680615-3.079999923706052.55999994277954
avgwlchng100-0.0261206896654490.090125438513244-0.2199999988079070.180000007152557
Stdif40099.13793103448366.24110135064616.97216056267528.3600006103516105.809997558594
usedens100146.0422701814890.7994766544780422.049987792969
Longitude100-98.8921978391450.27752422305863-99.5327072143555-98.4449310302734
Latitude10038.0849151282470.1808766211383137.726940155029338.3838806152344

Cluster Dissimilarity Matrix

The table below shows the distance between cluster means.
Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4
Cluster 006.427244.189493.646580.994718
Cluster 16.4272401.59111.918472.86443
Cluster 24.189491.591104.189951.11084
Cluster 33.646581.918474.1899502.63959
Cluster 40.9947182.864431.110842.639590

Supervision Aid

Use the text below to add values for supervised clustering to another data set. Copy and paste it into a spreadsheet program. Take care to match variable columns correctly. The value of the additional variable "Sup" should be -9999 (no data) for all other objects in the data set.
xcoordycoordLtc8802avgwlchngStdif400usedensLongitudeLatitudeSup
intervalintervalintervalintervalintervalintervalintervalintervalinterval
-98.80166725306638.103470926470.777229915009270.055623268636351120.21116154052155.14828241235-98.80166725306638.103470926470
-99.25207700048237.907886096409-5.1710714101791-0.3692857132825518.992366141839233.73589308866-99.25207700048237.9078860964091
-99.04855751624538.05848374-1.1371923106221-0.0811923074894236.8664231250636161.31765391188-99.04855751624538.058483742
-99.25414547073537.826305015065-5.3011682401194-0.3785514016853399.063037337544249.15471925022-99.25414547073537.8263050150653
-98.89219783914538.084915128247-0.36410919200072-0.02612068966544966.241101350646146.04227018148-98.89219783914538.0849151282474