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PCA of Edgar Anderson's Iris Data
[
{
"Feature": "PetalLength",
"PC1Loadings": 1.7615,
"PC2Loadings": 0.0854,
"PC3Loadings": -0.0213,
"PC4Loadings": -0.0741,
"PC1Axes": 0.8567,
"PC2Axes": 0.1734,
"PC3Axes": -0.0762,
"PC4Axes": -0.4798,
"Start": 0,
"PC1PC2LoadingsAngle": 87.2243
},
{
"Feature": "PetalWidth",
"PC1Loadings": 0.7367,
"PC2Loadings": 0.0372,
"PC3Loadings": -0.1526,
"PC4Loadings": 0.1164,
"PC1Axes": 0.3583,
"PC2Axes": 0.0755,
"PC3Axes": -0.5458,
"PC4Axes": 0.7537,
"Start": 0,
"PC1PC2LoadingsAngle": 87.1107
},
{
"Feature": "SepalLength",
"PC1Loadings": 0.7431,
"PC2Loadings": -0.3234,
"PC3Loadings": 0.1628,
"PC4Loadings": 0.0487,
"PC1Axes": 0.3614,
"PC2Axes": -0.6566,
"PC3Axes": 0.582,
"PC4Axes": 0.3155,
"Start": 0,
"PC1PC2LoadingsAngle": 113.5216
},
{
"Feature": "SepalWidth",
"PC1Loadings": -0.1738,
"PC2Loadings": -0.3597,
"PC3Loadings": -0.1672,
"PC4Loadings": -0.0494,
"PC1Axes": -0.0845,
"PC2Axes": -0.7302,
"PC3Axes": -0.5979,
"PC4Axes": -0.3197,
"Start": 0,
"PC1PC2LoadingsAngle": -154.2103
}
]
[
{
"PC1": -2.6841,
"PC2": -0.3194,
"PC3": 0.0279,
"PC4": 0.0023,
"Species": "setosa",
"SepalLength": 5.1,
"SepalWidth": 3.5,
"PetalLength": 1.4,
"PetalWidth": 0.2
},
{
"PC1": -2.7141,
"PC2": 0.177,
"PC3": 0.2105,
"PC4": 0.099,
"Species": "setosa",
"SepalLength": 4.9,
"SepalWidth": 3,
"PetalLength": 1.4,
"PetalWidth": 0.2
},
{
"PC1": -2.889,
"PC2": 0.1449,
"PC3": -0.0179,
"PC4": 0.02,
"Species": "setosa",
"SepalLength": 4.7,
"SepalWidth": 3.2,
"PetalLength": 1.3,
"PetalWidth": 0.2
},
{
"PC1": -2.7453,
"PC2": 0.3183,
"PC3": -0.0316,
"PC4": -0.0756,
"Species": "setosa",
"SepalLength": 4.6,
"SepalWidth": 3.1,
"PetalLength": 1.5,
"PetalWidth": 0.2
},
{
"PC1": -2.7287,
"PC2": -0.3268,
"PC3": -0.0901,
"PC4": -0.0613,
"Species": "setosa",
"SepalLength": 5,
"SepalWidth": 3.6,
"PetalLength": 1.4,
"PetalWidth": 0.2
},
{
"PC1": -2.2809,
"PC2": -0.7413,
"PC3": -0.1687,
"PC4": -0.0242,
"Species": "setosa",
"SepalLength": 5.4,
"SepalWidth": 3.9,
"PetalLength": 1.7,
"PetalWidth": 0.4
},
{
"PC1": -2.8205,
"PC2": 0.0895,
"PC3": -0.2579,
"PC4": -0.0481,
"Species": "setosa",
"SepalLength": 4.6,
"SepalWidth": 3.4,
"PetalLength": 1.4,
"PetalWidth": 0.3
},
{
"PC1": -2.6261,
"PC2": -0.1634,
"PC3": 0.0219,
"PC4": -0.0453,
"Species": "setosa",
"SepalLength": 5,
"SepalWidth": 3.4,
"PetalLength": 1.5,
"PetalWidth": 0.2
},
{
"PC1": -2.8864,
"PC2": 0.5783,
"PC3": -0.0208,
"PC4": -0.0267,
"Species": "setosa",
"SepalLength": 4.4,
"SepalWidth": 2.9,
"PetalLength": 1.4,
"PetalWidth": 0.2
},
{
"PC1": -2.6728,
"PC2": 0.1138,
"PC3": 0.1976,
"PC4": -0.0563,
"Species": "setosa",
"SepalLength": 4.9,
"SepalWidth": 3.1,
"PetalLength": 1.5,
"PetalWidth": 0.1
},
{
"PC1": -2.5069,
"PC2": -0.6451,
"PC3": 0.0753,
"PC4": -0.015,
"Species": "setosa",
"SepalLength": 5.4,
"SepalWidth": 3.7,
"PetalLength": 1.5,
"PetalWidth": 0.2
},
{
"PC1": -2.6128,
"PC2": -0.0147,
"PC3": -0.1022,
"PC4": -0.1564,
"Species": "setosa",
"SepalLength": 4.8,
"SepalWidth": 3.4,
"PetalLength": 1.6,
"PetalWidth": 0.2
},
{
"PC1": -2.7861,
"PC2": 0.2351,
"PC3": 0.2068,
"PC4": -0.0079,
"Species": "setosa",
"SepalLength": 4.8,
"SepalWidth": 3,
"PetalLength": 1.4,
"PetalWidth": 0.1
},
{
"PC1": -3.2238,
"PC2": 0.5114,
"PC3": -0.0613,
"PC4": -0.0217,
"Species": "setosa",
"SepalLength": 4.3,
"SepalWidth": 3,
"PetalLength": 1.1,
"PetalWidth": 0.1
},
{
"PC1": -2.6448,
"PC2": -1.1788,
"PC3": 0.1516,
"PC4": 0.1592,
"Species": "setosa",
"SepalLength": 5.8,
"SepalWidth": 4,
"PetalLength": 1.2,
"PetalWidth": 0.2
},
{
"PC1": -2.386,
"PC2": -1.3381,
"PC3": -0.2778,
"PC4": 0.0066,
"Species": "setosa",
"SepalLength": 5.7,
"SepalWidth": 4.4,
"PetalLength": 1.5,
"PetalWidth": 0.4
},
{
"PC1": -2.6235,
"PC2": -0.8107,
"PC3": -0.1382,
"PC4": 0.1677,
"Species": "setosa",
"SepalLength": 5.4,
"SepalWidth": 3.9,
"PetalLength": 1.3,
"PetalWidth": 0.4
},
{
"PC1": -2.6483,
"PC2": -0.3118,
"PC3": -0.0267,
"PC4": 0.0776,
"Species": "setosa",
"SepalLength": 5.1,
"SepalWidth": 3.5,
"PetalLength": 1.4,
"PetalWidth": 0.3
},
{
"PC1": -2.1998,
"PC2": -0.8728,
"PC3": 0.1203,
"PC4": 0.0271,
"Species": "setosa",
"SepalLength": 5.7,
"SepalWidth": 3.8,
"PetalLength": 1.7,
"PetalWidth": 0.3
},
{
"PC1": -2.588,
"PC2": -0.5136,
"PC3": -0.2137,
"PC4": -0.0663,
"Species": "setosa",
"SepalLength": 5.1,
"SepalWidth": 3.8,
"PetalLength": 1.5,
"PetalWidth": 0.3
},
{
"PC1": -2.3103,
"PC2": -0.3913,
"PC3": 0.2394,
"PC4": -0.0151,
"Species": "setosa",
"SepalLength": 5.4,
"SepalWidth": 3.4,
"PetalLength": 1.7,
"PetalWidth": 0.2
},
{
"PC1": -2.5437,
"PC2": -0.433,
"PC3": -0.2085,
"PC4": 0.0411,
"Species": "setosa",
"SepalLength": 5.1,
"SepalWidth": 3.7,
"PetalLength": 1.5,
"PetalWidth": 0.4
},
{
"PC1": -3.2159,
"PC2": -0.1335,
"PC3": -0.2924,
"PC4": 0.0045,
"Species": "setosa",
"SepalLength": 4.6,
"SepalWidth": 3.6,
"PetalLength": 1,
"PetalWidth": 0.2
},
{
"PC1": -2.3027,
"PC2": -0.0987,
"PC3": -0.0391,
"PC4": 0.1484,
"Species": "setosa",
"SepalLength": 5.1,
"SepalWidth": 3.3,
"PetalLength": 1.7,
"PetalWidth": 0.5
},
{
"PC1": -2.3558,
"PC2": 0.0373,
"PC3": -0.125,
"PC4": -0.3003,
"Species": "setosa",
"SepalLength": 4.8,
"SepalWidth": 3.4,
"PetalLength": 1.9,
"PetalWidth": 0.2
},
{
"PC1": -2.5067,
"PC2": 0.146,
"PC3": 0.2534,
"PC4": 0.0346,
"Species": "setosa",
"SepalLength": 5,
"SepalWidth": 3,
"PetalLength": 1.6,
"PetalWidth": 0.2
},
{
"PC1": -2.4688,
"PC2": -0.131,
"PC3": -0.0949,
"PC4": 0.0574,
"Species": "setosa",
"SepalLength": 5,
"SepalWidth": 3.4,
"PetalLength": 1.6,
"PetalWidth": 0.4
},
{
"PC1": -2.5623,
"PC2": -0.3677,
"PC3": 0.0785,
"PC4": -0.0142,
"Species": "setosa",
"SepalLength": 5.2,
"SepalWidth": 3.5,
"PetalLength": 1.5,
"PetalWidth": 0.2
},
{
"PC1": -2.6395,
"PC2": -0.312,
"PC3": 0.1459,
"PC4": 0.0658,
"Species": "setosa",
"SepalLength": 5.2,
"SepalWidth": 3.4,
"PetalLength": 1.4,
"PetalWidth": 0.2
},
{
"PC1": -2.632,
"PC2": 0.197,
"PC3": -0.0408,
"PC4": -0.124,
"Species": "setosa",
"SepalLength": 4.7,
"SepalWidth": 3.2,
"PetalLength": 1.6,
"PetalWidth": 0.2
},
{
"PC1": -2.5874,
"PC2": 0.2043,
"PC3": 0.0772,
"PC4": -0.0605,
"Species": "setosa",
"SepalLength": 4.8,
"SepalWidth": 3.1,
"PetalLength": 1.6,
"PetalWidth": 0.2
},
{
"PC1": -2.4099,
"PC2": -0.4109,
"PC3": 0.1455,
"PC4": 0.2316,
"Species": "setosa",
"SepalLength": 5.4,
"SepalWidth": 3.4,
"PetalLength": 1.5,
"PetalWidth": 0.4
},
{
"PC1": -2.6489,
"PC2": -0.8134,
"PC3": -0.2257,
"PC4": -0.2814,
"Species": "setosa",
"SepalLength": 5.2,
"SepalWidth": 4.1,
"PetalLength": 1.5,
"PetalWidth": 0.1
},
{
"PC1": -2.5987,
"PC2": -1.0931,
"PC3": -0.1578,
"PC4": -0.0953,
"Species": "setosa",
"SepalLength": 5.5,
"SepalWidth": 4.2,
"PetalLength": 1.4,
"PetalWidth": 0.2
},
{
"PC1": -2.6369,
"PC2": 0.1213,
"PC3": 0.143,
"PC4": 0.0191,
"Species": "setosa",
"SepalLength": 4.9,
"SepalWidth": 3.1,
"PetalLength": 1.5,
"PetalWidth": 0.2
},
{
"PC1": -2.8662,
"PC2": -0.0694,
"PC3": 0.1643,
"PC4": 0.1626,
"Species": "setosa",
"SepalLength": 5,
"SepalWidth": 3.2,
"PetalLength": 1.2,
"PetalWidth": 0.2
},
{
"PC1": -2.6252,
"PC2": -0.5994,
"PC3": 0.2684,
"PC4": 0.1764,
"Species": "setosa",
"SepalLength": 5.5,
"SepalWidth": 3.5,
"PetalLength": 1.3,
"PetalWidth": 0.2
},
{
"PC1": -2.8007,
"PC2": -0.2686,
"PC3": -0.0937,
"PC4": -0.1682,
"Species": "setosa",
"SepalLength": 4.9,
"SepalWidth": 3.6,
"PetalLength": 1.4,
"PetalWidth": 0.1
},
{
"PC1": -2.9805,
"PC2": 0.488,
"PC3": -0.0729,
"PC4": -0.0107,
"Species": "setosa",
"SepalLength": 4.4,
"SepalWidth": 3,
"PetalLength": 1.3,
"PetalWidth": 0.2
},
{
"PC1": -2.59,
"PC2": -0.229,
"PC3": 0.0801,
"PC4": -0.0137,
"Species": "setosa",
"SepalLength": 5.1,
"SepalWidth": 3.4,
"PetalLength": 1.5,
"PetalWidth": 0.2
},
{
"PC1": -2.7701,
"PC2": -0.2635,
"PC3": -0.0772,
"PC4": 0.0941,
"Species": "setosa",
"SepalLength": 5,
"SepalWidth": 3.5,
"PetalLength": 1.3,
"PetalWidth": 0.3
},
{
"PC1": -2.8494,
"PC2": 0.941,
"PC3": 0.3492,
"PC4": 0.32,
"Species": "setosa",
"SepalLength": 4.5,
"SepalWidth": 2.3,
"PetalLength": 1.3,
"PetalWidth": 0.3
},
{
"PC1": -2.9974,
"PC2": 0.3419,
"PC3": -0.1925,
"PC4": -0.0747,
"Species": "setosa",
"SepalLength": 4.4,
"SepalWidth": 3.2,
"PetalLength": 1.3,
"PetalWidth": 0.2
},
{
"PC1": -2.4056,
"PC2": -0.1889,
"PC3": -0.2639,
"PC4": 0.1762,
"Species": "setosa",
"SepalLength": 5,
"SepalWidth": 3.5,
"PetalLength": 1.6,
"PetalWidth": 0.6
},
{
"PC1": -2.2095,
"PC2": -0.4367,
"PC3": -0.2987,
"PC4": -0.1828,
"Species": "setosa",
"SepalLength": 5.1,
"SepalWidth": 3.8,
"PetalLength": 1.9,
"PetalWidth": 0.4
},
{
"PC1": -2.7145,
"PC2": 0.2502,
"PC3": 0.0977,
"PC4": 0.1428,
"Species": "setosa",
"SepalLength": 4.8,
"SepalWidth": 3,
"PetalLength": 1.4,
"PetalWidth": 0.3
},
{
"PC1": -2.5381,
"PC2": -0.5038,
"PC3": -0.1667,
"PC4": -0.1896,
"Species": "setosa",
"SepalLength": 5.1,
"SepalWidth": 3.8,
"PetalLength": 1.6,
"PetalWidth": 0.2
},
{
"PC1": -2.8395,
"PC2": 0.2279,
"PC3": -0.0837,
"PC4": -0.0596,
"Species": "setosa",
"SepalLength": 4.6,
"SepalWidth": 3.2,
"PetalLength": 1.4,
"PetalWidth": 0.2
},
{
"PC1": -2.5431,
"PC2": -0.5794,
"PC3": 0.0171,
"PC4": -0.0466,
"Species": "setosa",
"SepalLength": 5.3,
"SepalWidth": 3.7,
"PetalLength": 1.5,
"PetalWidth": 0.2
},
{
"PC1": -2.7034,
"PC2": -0.1077,
"PC3": 0.0893,
"PC4": 0.0347,
"Species": "setosa",
"SepalLength": 5,
"SepalWidth": 3.3,
"PetalLength": 1.4,
"PetalWidth": 0.2
},
{
"PC1": 1.2848,
"PC2": -0.6852,
"PC3": 0.4066,
"PC4": 0.0185,
"Species": "versicolor",
"SepalLength": 7,
"SepalWidth": 3.2,
"PetalLength": 4.7,
"PetalWidth": 1.4
},
{
"PC1": 0.9325,
"PC2": -0.3183,
"PC3": 0.018,
"PC4": 0.0006,
"Species": "versicolor",
"SepalLength": 6.4,
"SepalWidth": 3.2,
"PetalLength": 4.5,
"PetalWidth": 1.5
},
{
"PC1": 1.4643,
"PC2": -0.5043,
"PC3": 0.3383,
"PC4": -0.0017,
"Species": "versicolor",
"SepalLength": 6.9,
"SepalWidth": 3.1,
"PetalLength": 4.9,
"PetalWidth": 1.5
},
{
"PC1": 0.1833,
"PC2": 0.828,
"PC3": 0.1796,
"PC4": 0.0936,
"Species": "versicolor",
"SepalLength": 5.5,
"SepalWidth": 2.3,
"PetalLength": 4,
"PetalWidth": 1.3
},
{
"PC1": 1.0881,
"PC2": -0.0746,
"PC3": 0.3078,
"PC4": 0.112,
"Species": "versicolor",
"SepalLength": 6.5,
"SepalWidth": 2.8,
"PetalLength": 4.6,
"PetalWidth": 1.5
},
{
"PC1": 0.6417,
"PC2": 0.4182,
"PC3": -0.0411,
"PC4": -0.2431,
"Species": "versicolor",
"SepalLength": 5.7,
"SepalWidth": 2.8,
"PetalLength": 4.5,
"PetalWidth": 1.3
},
{
"PC1": 1.0951,
"PC2": -0.2835,
"PC3": -0.1698,
"PC4": -0.0836,
"Species": "versicolor",
"SepalLength": 6.3,
"SepalWidth": 3.3,
"PetalLength": 4.7,
"PetalWidth": 1.6
},
{
"PC1": -0.7491,
"PC2": 1.0049,
"PC3": -0.0123,
"PC4": -0.0179,
"Species": "versicolor",
"SepalLength": 4.9,
"SepalWidth": 2.4,
"PetalLength": 3.3,
"PetalWidth": 1
},
{
"PC1": 1.0441,
"PC2": -0.2284,
"PC3": 0.4153,
"PC4": -0.0391,
"Species": "versicolor",
"SepalLength": 6.6,
"SepalWidth": 2.9,
"PetalLength": 4.6,
"PetalWidth": 1.3
},
{
"PC1": -0.0087,
"PC2": 0.7231,
"PC3": -0.2811,
"PC4": -0.0056,
"Species": "versicolor",
"SepalLength": 5.2,
"SepalWidth": 2.7,
"PetalLength": 3.9,
"PetalWidth": 1.4
},
{
"PC1": -0.5078,
"PC2": 1.266,
"PC3": 0.2698,
"PC4": 0.0456,
"Species": "versicolor",
"SepalLength": 5,
"SepalWidth": 2,
"PetalLength": 3.5,
"PetalWidth": 1
},
{
"PC1": 0.5117,
"PC2": 0.104,
"PC3": -0.1305,
"PC4": 0.0507,
"Species": "versicolor",
"SepalLength": 5.9,
"SepalWidth": 3,
"PetalLength": 4.2,
"PetalWidth": 1.5
},
{
"PC1": 0.265,
"PC2": 0.55,
"PC3": 0.6941,
"PC4": 0.0572,
"Species": "versicolor",
"SepalLength": 6,
"SepalWidth": 2.2,
"PetalLength": 4,
"PetalWidth": 1
},
{
"PC1": 0.9849,
"PC2": 0.1248,
"PC3": 0.0621,
"PC4": -0.1695,
"Species": "versicolor",
"SepalLength": 6.1,
"SepalWidth": 2.9,
"PetalLength": 4.7,
"PetalWidth": 1.4
},
{
"PC1": -0.1739,
"PC2": 0.2549,
"PC3": -0.0905,
"PC4": 0.1252,
"Species": "versicolor",
"SepalLength": 5.6,
"SepalWidth": 2.9,
"PetalLength": 3.6,
"PetalWidth": 1.3
},
{
"PC1": 0.9279,
"PC2": -0.4672,
"PC3": 0.3146,
"PC4": 0.0998,
"Species": "versicolor",
"SepalLength": 6.7,
"SepalWidth": 3.1,
"PetalLength": 4.4,
"PetalWidth": 1.4
},
{
"PC1": 0.6603,
"PC2": 0.353,
"PC3": -0.328,
"PC4": -0.1879,
"Species": "versicolor",
"SepalLength": 5.6,
"SepalWidth": 3,
"PetalLength": 4.5,
"PetalWidth": 1.5
},
{
"PC1": 0.2361,
"PC2": 0.3336,
"PC3": 0.2712,
"PC4": -0.2138,
"Species": "versicolor",
"SepalLength": 5.8,
"SepalWidth": 2.7,
"PetalLength": 4.1,
"PetalWidth": 1
},
{
"PC1": 0.9447,
"PC2": 0.5431,
"PC3": 0.4995,
"PC4": 0.2572,
"Species": "versicolor",
"SepalLength": 6.2,
"SepalWidth": 2.2,
"PetalLength": 4.5,
"PetalWidth": 1.5
},
{
"PC1": 0.0452,
"PC2": 0.5838,
"PC3": 0.235,
"PC4": -0.0416,
"Species": "versicolor",
"SepalLength": 5.6,
"SepalWidth": 2.5,
"PetalLength": 3.9,
"PetalWidth": 1.1
},
{
"PC1": 1.1163,
"PC2": 0.0846,
"PC3": -0.4596,
"PC4": -0.075,
"Species": "versicolor",
"SepalLength": 5.9,
"SepalWidth": 3.2,
"PetalLength": 4.8,
"PetalWidth": 1.8
},
{
"PC1": 0.3579,
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}
]
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