rank,eigenvalue,pct_variance,cumulative_pct,above_mp_bound
1,38.36491920754584,25.7482679245274,25.7482679245274,True
2,19.64961724304517,13.187662579224943,38.935930503752346,True
3,16.598969577610823,11.14024803866498,50.07617854241734,True
4,10.38774820049945,6.971643087583522,57.04782163000085,True
5,9.538530497393836,6.4016983203985465,63.449519950399406,True
6,6.553797369445852,4.398521724460302,67.8480416748597,True
7,5.704580923053752,3.828577800707215,71.67661947556692,False
8,5.269197712734065,3.536374303848365,75.21299377941529,False
9,3.6852560679160447,2.473326220077882,77.68631999949316,False
10,3.5121033285030103,2.3571163278543685,80.04343632734754,False
11,3.1442351921819034,2.110224961195908,82.15366128854345,False
12,2.718731812986072,1.8246522234805846,83.97831351202404,False
13,2.5542814589760803,1.714282858373208,85.69259637039724,False
14,2.3737961002506096,1.5931517451346369,87.28574811553187,False
15,2.1738233765966988,1.458941863487717,88.7446899790196,False
16,1.6219060640232705,1.088527559747161,89.83321753876676,False
17,1.5738402876897475,1.0562686494562061,90.88948618822296,False
18,1.371326406568621,0.9203532929990743,91.80983948122203,False
19,1.2109934414739238,0.8127472761569956,92.62258675737903,False
20,1.1176419761526142,0.7500952860084658,93.37268204338748,False
21,1.018025832516033,0.6832388137691495,94.05592085715664,False
22,0.9973061904426609,0.6693330137199065,94.72525387087654,False
23,0.8474444350784305,0.5687546544150539,95.2940085252916,False
24,0.629694379322239,0.4226136773974758,95.71662220268908,False
25,0.5928610289894016,0.3978933080465782,96.11451551073567,False
26,0.5678082898911717,0.3810793891887058,96.49559489992437,False
27,0.5214172306303734,0.34994445008749886,96.84553935001186,False
28,0.4721807943014217,0.31689986194726283,97.16243921195911,False
29,0.43436466127453294,0.29151990689565965,97.45395911885477,False
30,0.3834455946027105,0.2573460366461144,97.71130515550088,False
31,0.3597259305373768,0.24142679901837366,97.95273195451925,False
32,0.3392198781648868,0.22766434776166894,98.18039630228093,False
33,0.3077771939484993,0.20656187513322094,98.38695817741416,False
34,0.26427500255116676,0.17736577352427296,98.56432395093843,False
35,0.2524757527580381,0.16944681393156916,98.73377076487,False
36,0.2156569190999001,0.14473618731536916,98.87850695218536,False
37,0.2068894623412404,0.13885198814848346,99.01735894033385,False
38,0.19647837286685793,0.1318646797764147,99.14922362011028,False
39,0.1482233809032541,0.09947877912970071,99.24870239923999,False
40,0.1409447791747887,0.0945938115267038,99.34329621076668,False
41,0.12915334155039507,0.08668009500026513,99.42997630576694,False
42,0.10627067778665711,0.0713226025413806,99.50129890830833,False
43,0.10171887165567023,0.06826769909776524,99.56956660740609,False
44,0.09968722976352289,0.06690418104934422,99.63647078845543,False
45,0.08480518078463047,0.056916228714517084,99.69338701716995,False
46,0.06642529587874312,0.04458073548908933,99.73796775265903,False
47,0.06465798368431769,0.04339461992236086,99.7813623725814,False
48,0.05518951526083987,0.03703994312808045,99.81840231570949,False
49,0.04058440378144916,0.027237854886878625,99.84564017059637,False
50,0.040546946527635096,0.027212715790359117,99.87285288638672,False
51,0.03488626700759513,0.02341360201852022,99.89626648840525,False
52,0.027637871836513714,0.018548907272827993,99.91481539567808,False
53,0.020791493370091802,0.013954022396034764,99.92876941807411,False
54,0.01971281632224967,0.013230078068623936,99.94199949614274,False
55,0.017090493015330666,0.011470129540490377,99.95346962568323,False
56,0.01500632466690947,0.010071358836851991,99.96354098452007,False
57,0.010643647927555757,0.007143387870842789,99.97068437239092,False
58,0.00795080070225036,0.005336107853859301,99.97602048024477,False
59,0.007843647925736092,0.005264193238749055,99.98128467348353,False
60,0.006578161339516882,0.004414873382226095,99.98569954686576,False
61,0.006185192993479844,0.004151136237234794,99.989850683103,False
62,0.005164769186105352,0.003466288044366008,99.99331697114737,False
63,0.0038344851660095276,0.0025734799771876017,99.99589045112455,False
64,0.0024284077523737684,0.0016298038606535356,99.9975202549852,False
65,0.001612064440925428,0.0010819224435741125,99.99860217742878,False
66,0.0006467652663011015,0.00043407064852422905,99.99903624807732,False
67,0.000488561952419531,0.00032789392779834293,99.9993641420051,False
68,0.0004154992128341667,0.0002788585321034675,99.9996430005372,False
69,0.00027608927528283015,0.00018529481562606047,99.99982829535283,False
70,0.00014604902033638013,9.801947673582556e-05,99.99992631482958,False
71,0.00010979090395921635,7.368517044242707e-05,100.00000000000003,False
72,4.517013868286828e-15,3.031552931736126e-15,100.00000000000003,False
73,3.186639965413421e-15,2.13868454054592e-15,100.00000000000003,False
74,3.0199405437020692e-15,2.026805734028234e-15,100.00000000000003,False
75,2.8081140585466483e-15,1.884640307749428e-15,100.00000000000003,False
76,2.689179717407336e-15,1.8048186022868023e-15,100.00000000000003,False
77,2.538101901557201e-15,1.7034240950048328e-15,100.00000000000003,False
78,2.1887868405677507e-15,1.4689844567568795e-15,100.00000000000003,False
79,2.0681711290239038e-15,1.3880343147811432e-15,100.00000000000003,False
80,1.8327110562344884e-15,1.2300074202916027e-15,100.00000000000003,False
81,1.7594080721251052e-15,1.1808107866611443e-15,100.00000000000003,False
82,1.6632753681065584e-15,1.1162921933601061e-15,100.00000000000003,False
83,1.559553248618508e-15,1.0466800326298708e-15,100.00000000000003,False
84,1.5312876150052598e-15,1.027709808728362e-15,100.00000000000003,False
85,1.4643014605597709e-15,9.827526580938057e-16,100.00000000000003,False
86,1.326782517989669e-15,8.904580657648784e-16,100.00000000000003,False
87,1.2315498112471734e-15,8.265434974813244e-16,100.00000000000003,False
88,1.2040714779580095e-15,8.081016630590667e-16,100.00000000000003,False
89,1.1216318480636365e-15,7.527730523917023e-16,100.00000000000003,False
90,9.88232613500898e-16,6.632433647657033e-16,100.00000000000003,False
91,9.186783056341555e-16,6.165626212309767e-16,100.00000000000003,False
92,8.932804998129813e-16,5.995171139684437e-16,100.00000000000003,False
93,8.492339767251945e-16,5.699556890773116e-16,100.00000000000003,False
94,8.258390594260542e-16,5.542544022993651e-16,100.00000000000003,False
95,7.180026439396554e-16,4.81880969087017e-16,100.00000000000003,False
96,6.683808283728203e-16,4.485777371629666e-16,100.00000000000003,False
97,6.067742471061417e-16,4.072310383262695e-16,100.00000000000003,False
98,5.862708714093105e-16,3.9347038349618143e-16,100.00000000000003,False
99,4.726292428778456e-16,3.1720083414620505e-16,100.00000000000003,False
100,4.629342302670765e-16,3.1069411427320566e-16,100.00000000000003,False
101,3.43957332303084e-16,2.308438471832778e-16,100.00000000000003,False
102,3.343413230397484e-16,2.243901496911063e-16,100.00000000000003,False
103,3.1960976199158474e-16,2.1450319596750647e-16,100.00000000000003,False
104,2.7188100720489587e-16,1.8247047463415828e-16,100.00000000000003,False
105,2.074501129854567e-16,1.3922826374862863e-16,100.00000000000003,False
106,1.5101527396274943e-16,1.0135253286090564e-16,100.00000000000003,False
107,1.186465613083331e-16,7.962856463646516e-17,100.00000000000003,False
108,5.905497499416161e-17,3.9634211405477584e-17,100.00000000000003,False
109,2.2553746593240472e-17,1.5136742680027157e-17,100.00000000000003,False
110,8.119747885556851e-18,5.44949522520594e-18,100.00000000000003,False
111,-5.1600155731875226e-17,-3.4630977001258536e-17,100.00000000000003,False
112,-9.12515336753841e-17,-6.124264005059335e-17,100.00000000000003,False
113,-2.1197663754305789e-16,-1.4226619969332743e-16,100.00000000000003,False
114,-2.2538299321288756e-16,-1.5126375383415268e-16,100.00000000000003,False
115,-3.012622430558228e-16,-2.0218942486967968e-16,100.00000000000003,False
116,-3.4097997583228205e-16,-2.2884562136394766e-16,100.00000000000003,False
117,-3.9141223843967644e-16,-2.626927774762929e-16,100.00000000000003,False
118,-4.035141048459063e-16,-2.708148354670512e-16,100.00000000000003,False
119,-4.984642945150006e-16,-3.345397949765104e-16,100.00000000000003,False
120,-5.173992740792683e-16,-3.4724783495252893e-16,100.00000000000003,False
121,-5.580037501959303e-16,-3.7449916120532225e-16,100.00000000000003,False
122,-5.762526291015954e-16,-3.8674673094066794e-16,100.00000000000003,False
123,-6.522248582497223e-16,-4.377348041944444e-16,100.00000000000003,False
124,-7.709784128954326e-16,-5.174351764398876e-16,100.00000000000003,False
125,-8.217324502195335e-16,-5.514982887379419e-16,100.00000000000003,False
126,-8.537383002510453e-16,-5.729787250007014e-16,100.00000000000003,False
127,-8.608780185657315e-16,-5.777704822588802e-16,100.00000000000003,False
128,-9.372387806326464e-16,-6.290193158608364e-16,100.00000000000003,False
129,-9.441976932570618e-16,-6.336897270181622e-16,100.00000000000003,False
130,-1.0986655149337412e-15,-7.373594059957993e-16,100.00000000000003,False
131,-1.1327005266537066e-15,-7.602016957407426e-16,100.00000000000003,False
132,-1.225002457373713e-15,-8.22149300250814e-16,100.00000000000003,False
133,-1.2506469947868522e-15,-8.393603991858067e-16,100.00000000000003,False
134,-1.2938916376613196e-15,-8.683836494371271e-16,100.00000000000003,False
135,-1.409397288726161e-15,-9.459042206215844e-16,100.00000000000003,False
136,-1.44246934186286e-15,-9.681002294381609e-16,100.00000000000003,False
137,-1.5348455956125944e-15,-1.0300977151762376e-15,100.00000000000003,False
138,-1.714035326299278e-15,-1.1503592793954883e-15,100.00000000000003,False
139,-1.7398726864877807e-15,-1.1676997895891144e-15,100.00000000000003,False
140,-1.8593741711636015e-15,-1.2479021282977189e-15,100.00000000000003,False
141,-1.9520659249742083e-15,-1.3101113590430926e-15,100.00000000000003,False
142,-2.1048328529506476e-15,-1.4126394986245955e-15,100.00000000000003,False
143,-2.3378754738207847e-15,-1.5690439421616004e-15,100.00000000000003,False
144,-2.498983045754595e-15,-1.6771698293654997e-15,100.00000000000003,False
145,-2.6676477312898648e-15,-1.7903676048925264e-15,100.00000000000003,False
146,-2.892776791010507e-15,-1.9414609335640984e-15,100.00000000000003,False
147,-3.0143017765041138e-15,-2.0230213265128278e-15,100.00000000000003,False
148,-3.0888662568379204e-15,-2.073064601904644e-15,100.00000000000003,False
149,-4.823344936914909e-15,-3.237144252963026e-15,100.00000000000003,False