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watchlist-name: 0-0-98-hagen avg pct: 1.450% accross: 20 symbols
watchlist-name: 5-114-18-hagen avg pct: 0.644% accross: 1 symbols
watchlist-name: 5-114-2-hagen avg pct: -0.243% accross: 16 symbols
watchlist-name: 5-114-4-hagen avg pct: 0.393% accross: 6 symbols
watchlist-name: 5-114-5-hagen avg pct: -1.071% accross: 2 symbols
watchlist-name: 5-114-9-hagen avg pct: 0.000% accross: 7 symbols
watchlist-name: 8-114-19-hagen avg pct: -0.281% accross: 4 symbols
watchlist-name: 8-114-5-hagen avg pct: 0.259% accross: 12 symbols
watchlist-name: 8-114-9-hagen avg pct: -0.301% accross: 6 symbols"

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danger of flash crash goes up after -2.5% is broken

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watchlist-name: 0-0-98-hagen avg pct: 0.215% accross: 13 symbols
watchlist-name: 5-114-18-hagen avg pct: 1.717% accross: 1 symbols
watchlist-name: 5-114-2-hagen avg pct: 0.245% accross: 18 symbols
watchlist-name: 5-114-4-hagen avg pct: 0.401% accross: 6 symbols
watchlist-name: 5-114-5-hagen avg pct: 0.310% accross: 2 symbols
watchlist-name: 8-114-19-hagen avg pct: -0.194% accross: 6 symbols
watchlist-name: 8-114-9-hagen avg pct: -0.005% accross: 9 symbols

grid.1

out

fitx.39

grid.2

grid.3

fitx.33

scatter.6



K-means clustering using exchange method

matrix:8
Group condition

Symbol=s
PctChgFrom200-dayMovingAvg=p2
PctChgFrom50-dayMovingAvg=m6
AverageDailyVolume=j1
Price/EPSEst.NextYr=v

CPU time=1926 ms
Data had dimension: 4 with number of rows: 4037
Number of final clusters=10
Compactness=4481.885453599002"

algoservice.com tracking: #QCOR #NEPT $QCOR $NEPT

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watchlist-name: 0-0-98-hagen avg pct: 0.215% accross: 13 symbols
watchlist-name: 5-114-18-hagen avg pct: 1.717% accross: 1 symbols
watchlist-name: 5-114-2-hagen avg pct: 0.245% accross: 18 symbols
watchlist-name: 5-114-4-hagen avg pct: 0.401% accross: 6 symbols
watchlist-name: 5-114-5-hagen avg pct: 0.310% accross: 2 symbols
watchlist-name: 8-114-19-hagen avg pct: -0.194% accross: 6 symbols
watchlist-name: 8-114-9-hagen avg pct: -0.005% accross: 9 symbols"

algoservice.com tracking: #QCOR #NEPT $QCOR $NEPT

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watchlist-name: 0-0-98-hagen avg pct: 0.215% accross: 13 symbols
watchlist-name: 5-114-18-hagen avg pct: 1.717% accross: 1 symbols
watchlist-name: 5-114-2-hagen avg pct: 0.245% accross: 18 symbols
watchlist-name: 5-114-4-hagen avg pct: 0.401% accross: 6 symbols
watchlist-name: 5-114-5-hagen avg pct: 0.310% accross: 2 symbols
watchlist-name: 8-114-19-hagen avg pct: -0.194% accross: 6 symbols
watchlist-name: 8-114-9-hagen avg pct: -0.005% accross: 9 symbols"

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Cluster analysis / managing results kmeans algorithm

grid

rt grid

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BXS LXK WFT OWW TGE DWSN SONE HSII QUIK VLTR GEOY RSH CRME GPI OCNFD CRME QUIK GPI SAPX

$AMZN premarket buy

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