Helpful for visualising data (though not easy to interpret by human eyes)
Test conducted on: 2019-04-24 13:10:19:989372
X-axis = 'att1' attribute
Y-axis = 'att2' attribute
Z-axis = 'att3' attribute
There will be 3 diagrams containing all the boundary values of 'att4' attribute generated automatically
Size of the points depends on 'att5' attribute automatically
If att5.value() < 16.0 then Point size = 20
If att5.value() < 23.0 then Point size = 40
If att5.value() < 30.0 then Point size = 60
Color of the points depends on 'att6' attribute automatically
If att6.value() < 4.0 then Point color = blue
If att6.value() < 7.0 then Point color = green
If att6.value() < 10.0 then Point color = red
Color of the point edge depends on 'att7' attribute automatically
If att7.value() < 31.0 then color of the point edge = #4d5384
If att7.value() < 42.0 then color of the point edge = #4d8453
If att7.value() < 60.0 then color of the point edge = #844d4d
Marker of the point depends on 'att8' attribute generated automatically
If att8.value() < 0.84 then marker of the point = o
If att8.value() < 1.19 then marker of the point = v
If att8.value() < 1.5 then marker of the point = s
Refer to https://matplotlib.org/api/markers_api.html#module-matplotlib.markers to see markers and their respective symbols
Opacity of the point depends on 'att9' attribute. All the values are scaled between 0 (transparent) to 1 (opaque) by dividing all by the MAX value
Width of the point edge depends on 'att10' attribute. All the values are scaled between 0.7 to 1.5
Refer to the source code to see the formula.
Images generated successfully!
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att1 att2 att3 att4 att5 att6 att7 att8 att9 att10 att11 att12
count 1500.000000 1500.000000 1500.000000 1500.000000 1500.000000 1500.000000 1500.000000 1500.000000 1500.000000 1500.000000 1500.000000 1500.000000
mean 750.500000 0.509585 49.733051 5.068733 19.844000 5.590667 36.616000 1.008573 47.698667 5.037200 2.528073 19.047807
std 433.157015 0.289919 29.207101 2.884874 6.129223 2.802680 10.644376 0.289443 13.073197 2.809066 0.879024 9.094775
min 1.000000 0.000000 0.016000 0.000000 10.000000 1.000000 13.000000 0.500000 25.000000 0.000000 1.000000 1.590000
max 1500.000000 1.000000 99.939000 10.000000 30.000000 10.000000 60.000000 1.500000 70.000000 10.000000 3.990000 48.000000