Original Data Headers
['a', 'b', 'c']

Original Data [[ 1.54  1.85  1.02]
 [-0.34 -0.39  1.29]
 [-1.85 -1.47 -0.66]
 [ 1.2   0.67 -1.52]
 [ 0.85  0.66  0.52]
 [ 1.1   1.53 -0.68]
 [ 0.1   0.14 -0.21]
 [ 0.84  0.66 -0.92]
 [-0.95 -0.66 -0.16]
 [-1.43 -1.61  2.8 ]
 [ 0.38  0.57 -0.05]
 [ 0.13  0.07  0.43]
 [-0.19 -0.22  0.94]
 [ 0.41  0.5   0.25]
 [ 0.21  0.35  0.6 ]
 [-0.35 -0.38  0.36]
 [ 0.34  0.44  0.22]
 [ 1.81  2.65  1.09]
 [-1.96 -1.39 -1.63]
 [-0.17 -0.05 -0.14]]

Original Data Means
[[ 0.0835  0.196   0.1775]]

Eigenvalues
[[ 2.18188993  1.04414873  0.04589344]]

Eigenvectors
[[-0.69720329 -0.71655036 -0.02152107]
 [ 0.0053199   0.02484832 -0.99967708]
 [ 0.71685373 -0.69709264 -0.01351235]]

Projected Data
[[-2.21878239 -0.79338038 -0.12027793]
 [ 0.69122191 -1.12895484  0.08987624]
 [ 2.55983936  0.78554622 -0.21336375]
 [-1.08154032  1.71466961  0.49288249]
 [-0.87425666 -0.32678207  0.22138942]
 [-1.646131    0.89577843 -0.18965293]
 [ 0.03696238  0.38607114  0.05610131]
 [-0.83629428  1.11269972  0.23367866]
 [ 1.34119007  0.31062273 -0.13959661]
 [ 2.29286811 -2.67458087  0.13855505]
 [-0.46981456  0.23829716 -0.04509146]
 [ 0.05243132 -0.25530197  0.1177555 ]
 [ 0.47236023 -0.77404567  0.08362788]
 [-0.44702846 -0.06318575  0.02115693]
 [-0.20763763 -0.41786396 -0.02237924]
 [ 0.71104304 -0.19905988  0.08830327]
 [-0.35458558 -0.03505873  0.0132081 ]
 [-2.98177404 -0.84204275 -0.4853474 ]
 [ 2.60008313  1.75663566 -0.33487809]
 [ 0.35984536  0.30993619 -0.00594746]]