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Modified indexer sigmoid function, modified bars ranges, removed subtitle, consecutively modified elaborated data

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Pietro Rodolfo Masera 2023-05-29 11:05:13 +02:00
parent a5c70003b9
commit 379bf1abcd
5 changed files with 250 additions and 227 deletions
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50
Elaborated_Data/Not_Normalized.csv
View file

@ -1,32 +1,32 @@
,Ticker,Valuation,Financial Health,Estimated Growth,Past Performance
0,AAPL,2.8478,0.3300066233140655,8.02%,1.55
1,ABBV,0.0,0.4558265192176074,-3.88%,1.49
1,ABBV,0.0,0.4558265192176074,-4.17%,1.47
2,ABT,22.469,0.23799672210430156,-2.70%,16.58
3,ACN,2.9116,0.06722571231732856,9.00%,3.05
4,ADBE,1.568,0.17055034051168783,12.89%,2.39
5,AMAT,3.8395,0.19448645675787157,12.98%,9.74
4,ADBE,1.568,0.17055034051168783,13.98%,2.39
5,AMAT,3.8395,0.19448645675787157,13.27%,9.74
6,AMGN,1.2905,0.6942628494138864,1.72%,3.81
7,AMZN,2.2453,0.3043878047624995,-278.70%,-42.47
8,APD,1.7767,0.3320219871311414,9.38%,1.68
9,AVGO,1.0479,0.5382865599649199,8.30%,2.43
9,AVGO,1.1592,0.5382865599649199,8.30%,2.43
10,BA,0.0,0.4062502291946284,93.80%,987.5
11,BAC,4.1895,0.10656449190006939,3.36%,7.07
12,BDX,2.4258,0.3350369526050667,9.85%,5.53
13,BIDU,5.8388,0.2336580786908559,2.75%,23.16
14,BMY,0.0,0.4175920917257984,3.46%,6.56
13,BIDU,0.593,0.23549113544599592,2.75%,23.16
14,BMY,0.0,0.4175920917257984,3.75%,6.57
15,CAT,1.4198,0.4427787540795467,12.87%,16.75
16,CCI,5.0871,0.7302196958058074,-4.38%,1.05
17,CHTR,0.362,0.6762752812866708,16.84%,-2.77
18,CMCSA,0.8061,0.36824333439977797,6.85%,8.98
18,CMCSA,0.8061,0.36824333439977797,7.42%,9.12
19,CME,4.0654,0.02071438551860043,4.53%,2.09
20,COST,3.6281,0.1367131402584969,9.12%,0.74
21,CRM,1.3911,0.142520409918158,18.05%,15.89
22,CSCO,2.0002,0.08606670836366619,7.43%,2.59
20,COST,3.6281,0.1367131402584969,8.77%,0.74
21,CRM,1.3911,0.142520409918158,19.56%,15.89
22,CSCO,2.0002,0.08606670836366619,7.39%,2.59
23,CSX,2.6633,0.43208447851873283,8.19%,5.95
24,CVS,1.364,0.3195504115656207,4.00%,6.24
25,CVX,2.7809,0.0905633873865484,-7.68%,7.46
26,D,10.427,0.45626394493235223,5.60%,2.08
27,DE,1.143,0.5900895001091465,12.64%,3.41
27,DE,1.1147,0.5907551831779312,13.36%,6.62
28,DHR,3.3251,0.23320790216368767,2.81%,12.23
29,DIS,1.0753,0.23683722383309413,21.87%,2.8
30,DUK,3.0382,0.43067554645954603,5.80%,-0.19
@ -37,55 +37,55 @@
35,GILD,0.5725,0.40789643803736503,2.25%,9.03
36,GOOGL,1.1345,0.0717094597703327,17.61%,-6.07
37,GS,2.0757,0.19895968790637192,1.11%,0.86
38,HD,1.7394,0.6470819260073836,1.89%,1.7
38,HD,1.7394,0.6470819260073836,2.05%,1.67
39,HON,2.2588,0.3199906484311073,7.80%,3.59
40,IBM,2.0869,0.4615188907263707,6.62%,2.02
41,INTC,6.2729,0.27130159792340114,5.56%,-12.96
41,INTC,6.2729,0.27130159792340114,6.02%,-12.15
42,ISRG,3.3782,2.0,15.96%,0.63
43,JNJ,4.3545,0.21165238181643523,4.34%,4.52
44,JPM,3.2773,0.12896465432169654,-4.33%,10.71
45,KO,3.5034,0.43530039834093054,5.97%,5.0
46,LIN,3.4208,0.23381232255815113,10.41%,7.12
46,LIN,3.4208,0.23381232255815113,8.50%,35.35
47,LLY,1.8737,0.3552019261516468,24.38%,-2.53
48,LMT,3.2504,0.28559920910988246,10.04%,-0.0
49,LOW,1.2434,0.8692687837466825,7.48%,4.73
48,LMT,3.2504,0.28559920910988246,10.89%,0.18
49,LOW,1.2378,0.8692687837466825,7.48%,4.73
50,LRCX,1.7507,0.2601092917188427,0.01%,10.79
51,MA,1.5338,0.3998356276967331,20.29%,4.6
52,MCD,3.6629,0.9219276110270812,8.57%,6.31
53,MCO,2.0425,0.5378762144167403,12.21%,8.25
54,MDT,2.4965,0.29880808209573584,1.04%,0.38
55,MMC,2.2618,0.4360265440363234,9.73%,2.76
56,MMM,4.4859,0.3460094697777588,1.52%,4.86
56,MMM,4.4859,0.3460094697777588,1.64%,5.13
57,MO,8.8684,0.6893770705479824,3.92%,0.0
58,MRK,2.3138,0.28115610113594725,8.17%,7.5
59,MSFT,2.3007,0.15923154637873335,12.54%,2.63
60,NEE,2.5982,0.42720296086648885,8.80%,9.85
61,NFLX,1.635,0.2917160508782066,20.04%,11.27
62,NKE,2.0436,0.32814540136836057,7.90%,18.82
61,NFLX,1.635,0.2917160508782066,21.72%,10.98
62,NKE,2.0436,0.32814540136836057,8.56%,19.24
63,NSC,2.9593,0.3826495442824683,5.47%,4.54
64,NVDA,3.5519,0.28786848623184885,21.20%,-17.57
65,ORCL,1.9008,0.6975459656587145,9.06%,3.73
66,PEP,3.3521,0.44890479568366976,7.20%,5.68
66,PEP,3.3521,0.44890479568366976,7.80%,5.74
67,PFE,1.1173,0.17682107451636622,-14.94%,19.04
68,PG,4.3277,0.30530408590666747,5.38%,1.23
69,PM,2.4533,0.7592813406380922,7.40%,4.23
70,PYPL,0.5571,0.1394518218093805,15.21%,7.44
70,PYPL,0.5571,0.1394518218093805,15.76%,7.28
71,SCHW,1.6392,0.06864791979295796,9.80%,3.54
72,SO,3.4609,0.4493306420493336,7.30%,9.94
73,SPG,13.079,0.7646523728202831,8.60%,10.74
74,SPGI,2.2617,0.1971656133109764,12.70%,2.88
75,T,4.4541,0.3888937394137295,-0.64%,7.17
76,TGT,0.8275,0.3520577481953689,-7.51%,-2.33
76,TGT,0.814,0.3610930009587728,-7.51%,-2.33
77,TMO,3.8993,0.372467197701198,8.57%,4.94
78,TMUS,0.3603,0.5235163412997864,65.36%,6.97
79,TSLA,1.6016,0.030817776651733787,10.66%,7.84
80,TXN,3.0209,0.3465434633812457,10.00%,7.62
81,UNH,1.5703,0.24883054438291166,13.04%,4.74
82,UNP,2.7512,0.5308179723502304,8.32%,1.63
82,UNP,2.7512,0.5308179723502304,9.01%,1.69
83,UPS,2.4608,0.3656374239842635,3.62%,2.54
84,USB,1.0216,0.1449638542916892,3.84%,2.21
85,V,1.4973,0.26257002842072025,14.65%,7.49
86,VZ,6.652,0.47213514915968613,-0.26%,0.4
87,WFC,0.7586,0.13489874893977946,5.24%,-7.24
88,WMT,3.6062,0.26062525249639873,4.84%,11.82
87,WFC,0.7586,0.13489874893977946,5.68%,-6.79
88,WMT,3.6062,0.26062525249639873,5.36%,11.79
89,XOM,1.809,0.11220696806192149,-10.74%,10.51

1 Ticker Valuation Financial Health Estimated Growth Past Performance
2 0 AAPL 2.8478 0.3300066233140655 8.02% 1.55
3 1 ABBV 0.0 0.4558265192176074 -3.88% -4.17% 1.49 1.47
4 2 ABT 22.469 0.23799672210430156 -2.70% 16.58
5 3 ACN 2.9116 0.06722571231732856 9.00% 3.05
6 4 ADBE 1.568 0.17055034051168783 12.89% 13.98% 2.39
7 5 AMAT 3.8395 0.19448645675787157 12.98% 13.27% 9.74
8 6 AMGN 1.2905 0.6942628494138864 1.72% 3.81
9 7 AMZN 2.2453 0.3043878047624995 -278.70% -42.47
10 8 APD 1.7767 0.3320219871311414 9.38% 1.68
11 9 AVGO 1.0479 1.1592 0.5382865599649199 8.30% 2.43
12 10 BA 0.0 0.4062502291946284 93.80% 987.5
13 11 BAC 4.1895 0.10656449190006939 3.36% 7.07
14 12 BDX 2.4258 0.3350369526050667 9.85% 5.53
15 13 BIDU 5.8388 0.593 0.2336580786908559 0.23549113544599592 2.75% 23.16
16 14 BMY 0.0 0.4175920917257984 3.46% 3.75% 6.56 6.57
17 15 CAT 1.4198 0.4427787540795467 12.87% 16.75
18 16 CCI 5.0871 0.7302196958058074 -4.38% 1.05
19 17 CHTR 0.362 0.6762752812866708 16.84% -2.77
20 18 CMCSA 0.8061 0.36824333439977797 6.85% 7.42% 8.98 9.12
21 19 CME 4.0654 0.02071438551860043 4.53% 2.09
22 20 COST 3.6281 0.1367131402584969 9.12% 8.77% 0.74
23 21 CRM 1.3911 0.142520409918158 18.05% 19.56% 15.89
24 22 CSCO 2.0002 0.08606670836366619 7.43% 7.39% 2.59
25 23 CSX 2.6633 0.43208447851873283 8.19% 5.95
26 24 CVS 1.364 0.3195504115656207 4.00% 6.24
27 25 CVX 2.7809 0.0905633873865484 -7.68% 7.46
28 26 D 10.427 0.45626394493235223 5.60% 2.08
29 27 DE 1.143 1.1147 0.5900895001091465 0.5907551831779312 12.64% 13.36% 3.41 6.62
30 28 DHR 3.3251 0.23320790216368767 2.81% 12.23
31 29 DIS 1.0753 0.23683722383309413 21.87% 2.8
32 30 DUK 3.0382 0.43067554645954603 5.80% -0.19
37 35 GILD 0.5725 0.40789643803736503 2.25% 9.03
38 36 GOOGL 1.1345 0.0717094597703327 17.61% -6.07
39 37 GS 2.0757 0.19895968790637192 1.11% 0.86
40 38 HD 1.7394 0.6470819260073836 1.89% 2.05% 1.7 1.67
41 39 HON 2.2588 0.3199906484311073 7.80% 3.59
42 40 IBM 2.0869 0.4615188907263707 6.62% 2.02
43 41 INTC 6.2729 0.27130159792340114 5.56% 6.02% -12.96 -12.15
44 42 ISRG 3.3782 2.0 15.96% 0.63
45 43 JNJ 4.3545 0.21165238181643523 4.34% 4.52
46 44 JPM 3.2773 0.12896465432169654 -4.33% 10.71
47 45 KO 3.5034 0.43530039834093054 5.97% 5.0
48 46 LIN 3.4208 0.23381232255815113 10.41% 8.50% 7.12 35.35
49 47 LLY 1.8737 0.3552019261516468 24.38% -2.53
50 48 LMT 3.2504 0.28559920910988246 10.04% 10.89% -0.0 0.18
51 49 LOW 1.2434 1.2378 0.8692687837466825 7.48% 4.73
52 50 LRCX 1.7507 0.2601092917188427 0.01% 10.79
53 51 MA 1.5338 0.3998356276967331 20.29% 4.6
54 52 MCD 3.6629 0.9219276110270812 8.57% 6.31
55 53 MCO 2.0425 0.5378762144167403 12.21% 8.25
56 54 MDT 2.4965 0.29880808209573584 1.04% 0.38
57 55 MMC 2.2618 0.4360265440363234 9.73% 2.76
58 56 MMM 4.4859 0.3460094697777588 1.52% 1.64% 4.86 5.13
59 57 MO 8.8684 0.6893770705479824 3.92% 0.0
60 58 MRK 2.3138 0.28115610113594725 8.17% 7.5
61 59 MSFT 2.3007 0.15923154637873335 12.54% 2.63
62 60 NEE 2.5982 0.42720296086648885 8.80% 9.85
63 61 NFLX 1.635 0.2917160508782066 20.04% 21.72% 11.27 10.98
64 62 NKE 2.0436 0.32814540136836057 7.90% 8.56% 18.82 19.24
65 63 NSC 2.9593 0.3826495442824683 5.47% 4.54
66 64 NVDA 3.5519 0.28786848623184885 21.20% -17.57
67 65 ORCL 1.9008 0.6975459656587145 9.06% 3.73
68 66 PEP 3.3521 0.44890479568366976 7.20% 7.80% 5.68 5.74
69 67 PFE 1.1173 0.17682107451636622 -14.94% 19.04
70 68 PG 4.3277 0.30530408590666747 5.38% 1.23
71 69 PM 2.4533 0.7592813406380922 7.40% 4.23
72 70 PYPL 0.5571 0.1394518218093805 15.21% 15.76% 7.44 7.28
73 71 SCHW 1.6392 0.06864791979295796 9.80% 3.54
74 72 SO 3.4609 0.4493306420493336 7.30% 9.94
75 73 SPG 13.079 0.7646523728202831 8.60% 10.74
76 74 SPGI 2.2617 0.1971656133109764 12.70% 2.88
77 75 T 4.4541 0.3888937394137295 -0.64% 7.17
78 76 TGT 0.8275 0.814 0.3520577481953689 0.3610930009587728 -7.51% -2.33
79 77 TMO 3.8993 0.372467197701198 8.57% 4.94
80 78 TMUS 0.3603 0.5235163412997864 65.36% 6.97
81 79 TSLA 1.6016 0.030817776651733787 10.66% 7.84
82 80 TXN 3.0209 0.3465434633812457 10.00% 7.62
83 81 UNH 1.5703 0.24883054438291166 13.04% 4.74
84 82 UNP 2.7512 0.5308179723502304 8.32% 9.01% 1.63 1.69
85 83 UPS 2.4608 0.3656374239842635 3.62% 2.54
86 84 USB 1.0216 0.1449638542916892 3.84% 2.21
87 85 V 1.4973 0.26257002842072025 14.65% 7.49
88 86 VZ 6.652 0.47213514915968613 -0.26% 0.4
89 87 WFC 0.7586 0.13489874893977946 5.24% 5.68% -7.24 -6.79
90 88 WMT 3.6062 0.26062525249639873 4.84% 5.36% 11.82 11.79
91 89 XOM 1.809 0.11220696806192149 -10.74% 10.51

178
Elaborated_Data/employees_over_time.csv
View file

@ -1,91 +1,91 @@
,Ticker,Employees_over_time
0,AAPL,"[91428.92277123446, 102233.67037565738, 115926.34267742703, 137239.8786903178, 139194.57829987502, 130029.13108755053, 129130.56466835516, 143142.81887846193, 146078.99662196272, 141408.90484385614, 170843.19752479673, 164000]"
1,ABBV,"[25197.96677105695, 25004.40890529943, 23750.12306750915, 22605.185925973787, 23051.542801243853, 27193.810095371486, 26309.449515527293, 29621.230230412937, 34766.23260183334, 43184.38368008192, 50260.59021640601, 50000]"
2,ABT,"[39483.100038636265, 44757.71382044369, 51525.04504009419, 57411.600090777734, 65415.24685473163, 77044.2046356631, 82547.45934719982, 96319.0956494121, 109766.01991313815, 102479.91908844253, 119078.0989850493, 115000]"
3,ACN,"[336961.3689040502, 374390.13833588944, 360097.390755032, 356130.8783698215, 363233.6268611362, 375014.1181035037, 450418.4273389292, 414240.5363261112, 503651.43188789213, 587716.4596648316, 721656.4965658343, 738000]"
4,ADBE,"[23394.52554785587, 21940.978728008624, 26402.538451612854, 26591.059820535465, 28016.780730907325, 28107.91253599527, 28564.01830392667, 29736.43397869171, 27140.392877238774, 31736.693637962744, 30641.498988760297, 29239]"
5,AMAT,"[14430.599483466873, 15917.935938667302, 17414.018057183843, 17518.946945383464, 19439.8355373427, 21527.088103699112, 25335.89608685838, 23668.28238632148, 25060.13749200418, 28805.093520871844, 35466.323588293526, 33000]"
6,AMGN,"[20519.157085492345, 20157.752286934876, 21230.672261399977, 20792.30861273356, 21438.700819347505, 21803.650018967288, 22244.84789101915, 26540.77650210269, 29412.294383407603, 27067.318368755696, 25569.307577543277, 25200]"
7,AMZN,"[770591.9080924317, 779389.4573216232, 847296.6434798599, 987576.6000386969, 907724.5978781242, 963700.6499827245, 918410.7466177448, 1098020.8871590858, 1138335.6813144768, 1044816.1812245974, 1300276.562959339, 1541000]"
8,APD,"[18000.50175901787, 16905.960624455423, 16010.882181674386, 14866.108401509486, 14255.046346596482, 13103.537091578051, 13462.724400833114, 15629.510491081612, 18104.414046449878, 17244.61946838464, 20391.544973126358, 19710]"
9,AVGO,"[6571.73888391554, 6720.030731019115, 6852.868676337885, 7392.635714696587, 8279.524292012507, 8427.160001681454, 8239.416350228534, 10096.83762521012, 12458.23927470547, 14199.611127956137, 16062.177294997373, 20000]"
10,BA,"[95151.19576786818, 109536.68401512048, 131264.43678604078, 156006.8851577282, 147959.60076899402, 146852.7749236414, 143801.489085981, 167481.29588751952, 169264.28788336058, 157756.798840858, 161041.53759739106, 156000]"
11,BAC,"[226281.63120174993, 227477.3528102635, 242050.0059172548, 265353.0946276477, 248625.85608124547, 275411.0792240564, 262233.4419324374, 243787.06803432648, 251513.1175373267, 231815.15343521052, 211066.41279541526, 217000]"
12,BDX,"[29745.635811890854, 34904.211703764064, 33948.125497361216, 41636.813666556525, 50422.16825481926, 59343.89639349337, 70397.32549042202, 64257.37804781362, 68080.6174590173, 63831.81215834108, 62501.271735118615, 77000]"
13,BIDU,"[20569.946618451017, 18805.79512473841, 19091.291351059233, 19934.811206083847, 21422.312902288384, 23913.054921893898, 23852.699827572826, 27444.617401684845, 31628.864517630747, 31544.62181662915, 34421.82064001935, 41300]"
14,BMY,"[18634.168229720668, 20169.363822168532, 23981.624189927785, 22443.61024547586, 23581.993642540052, 23663.002066702913, 24815.39827240197, 24755.85163700457, 27437.942395734743, 28653.48146929445, 28157.32149594256, 34300]"
0,AAPL,"[37376.653472053375, 46285.99144811846, 51441.24426379464, 61558.083471658676, 58907.38311263634, 67601.33974642337, 78133.03145013178, 90447.36485241847, 105018.28649449686, 129688.03180312812, 156569.24938667504, 164000]"
1,ABBV,"[27248.874340193106, 27552.39237111908, 25329.378309300493, 24229.460715240515, 27009.567208570257, 31059.673341866426, 32257.759396694128, 30011.387247618415, 34143.59094205851, 33799.28937126673, 41578.389196673495, 50000]"
2,ABT,"[91007.48710343671, 86868.75171395317, 93817.1623331741, 105047.67638738238, 98564.62584384151, 118992.1314737311, 135266.01670105054, 127526.1467181144, 116294.33295714317, 113003.84886759392, 116747.70043441781, 115000]"
3,ACN,"[243273.94377881405, 290087.4969981179, 343925.2594186647, 341669.11975675786, 415821.9435065691, 481734.41578104754, 494311.2717074493, 469703.9365311923, 514855.4322787341, 524893.7554318984, 647268.9157036883, 738000]"
4,ADBE,"[17726.403646993465, 16567.650711758204, 18329.439842507712, 17340.05259916847, 20007.941004025153, 24406.195004350684, 23106.685262763673, 22719.59564365903, 26638.135896237327, 24223.033279166484, 28386.396411308244, 29239]"
5,AMAT,"[11981.734185195062, 13554.654056730837, 14226.9991651384, 14649.703856998272, 15910.02708403942, 19339.90217030812, 20382.435942489305, 24008.273741077763, 27364.093480959342, 27813.028775570885, 27246.88500846486, 33000]"
6,AMGN,"[10128.930224553129, 12259.313225113365, 14387.302760224953, 15567.900191961, 16467.23382061571, 19453.4467901448, 21491.82329180788, 23962.02404326488, 22887.500003764275, 23410.18751537769, 25766.316337053584, 25200]"
7,AMZN,"[1262912.700243943, 1201928.3308559773, 1245970.8252602476, 1181847.028490609, 1304561.9453141615, 1221615.039806315, 1261468.8997341848, 1299701.5003163582, 1406278.9801054702, 1461105.4451448843, 1681676.2771212864, 1541000]"
8,APD,"[7786.644490555564, 8857.082988287897, 9142.43000132444, 9670.049447077987, 9383.460374810173, 11279.410992426756, 12126.890985622158, 14021.881230481304, 15650.694773264693, 17324.9765337677, 20724.13476817378, 19710]"
9,AVGO,"[8292.303379505296, 9819.104351514392, 10010.38157624642, 11523.899876911342, 12794.741767102136, 13139.15890579595, 15748.514650245996, 16830.007498527593, 18627.96619490903, 16936.287326630933, 18370.444985137205, 20000]"
10,BA,"[95930.45791529941, 102854.87471190048, 111500.18298496939, 124266.94742913038, 120500.43106732905, 110828.71716376691, 108315.1011590143, 135351.89227980666, 136226.13845666437, 131793.21645080685, 136842.59862416761, 156000]"
11,BAC,"[109788.55207052034, 100822.67315052185, 112679.34756263994, 126059.94359930868, 128148.08183462192, 142422.5097087328, 163307.8831649143, 155174.35421865247, 183644.4188782105, 167386.41336481116, 197693.8344233226, 217000]"
12,BDX,"[29320.57293755517, 34711.29483135434, 38803.2808813335, 37266.95045358426, 39953.20304823652, 48584.93230304006, 55858.004003931506, 65406.57409695402, 75329.7420659041, 78508.08283057253, 82852.82237290371, 77000]"
13,BIDU,"[31527.199089740803, 32974.14767678813, 34544.316410037405, 35833.33884363531, 37082.49558120737, 41817.77285198103, 38933.65737774911, 36642.213356244996, 41136.74614891428, 48793.42258773984, 45132.0985318714, 41300]"
14,BMY,"[18730.039952272895, 17863.59870351158, 19378.840730049244, 21660.17089125763, 23964.999146304566, 26770.617054708448, 30628.253008807995, 28512.44370457592, 31690.359642550673, 38376.76432314398, 37309.05310145302, 34300]"
15,CAT,"[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0]"
16,CCI,"[2006.35227832161, 2084.729833627507, 2386.926694473619, 2632.5171516810215, 2541.4687739995356, 2825.832274293124, 2912.281907937958, 3072.1717423682867, 3551.5218984934677, 3423.836933539208, 4124.298575640179, 5000]"
17,CHTR,"[61455.70151889627, 61009.82037991467, 67597.41603156447, 75246.10816084045, 81205.66927031206, 75406.02950355313, 69540.19343004971, 76491.557611301, 87474.65131075658, 98708.82706911338, 109642.596410724, 101700]"
18,CMCSA,"[78713.77095826631, 91479.9883897388, 113402.82524498404, 109607.52959339831, 104412.19403316951, 101073.29461342993, 106897.64700292605, 113449.1500801051, 107627.29674567864, 127099.20209489328, 150574.5060325552, 186000]"
19,CME,"[1412.2603676356403, 1438.9953185658655, 1539.3278145818865, 1891.5771857365864, 2286.1699780539475, 2082.8182071989, 2334.942804950193, 2717.8725057260754, 2705.08737246933, 2498.371760140148, 2932.1225208502324, 3460]"
20,COST,"[87598.63101860379, 105351.61266189253, 99537.13560850194, 109665.8023086175, 124171.88265919549, 130846.61397452428, 151498.53169217537, 181459.4160248591, 224468.02353585977, 232800.13783531662, 249088.79563185322, 304000]"
21,CRM,"[43961.73474966388, 49205.592990416204, 46479.69750182789, 57111.154872550826, 62904.41558960286, 62221.30050904793, 77035.42865228171, 70293.86056059579, 66953.7876749264, 66272.16337002686, 77445.74757775862, 79390]"
22,CSCO,"[72230.66795016863, 66456.46059713415, 65677.01920062045, 71468.45608178944, 80813.3745019056, 77507.9550369085, 74541.5129984358, 69124.4456931223, 73779.07043457823, 77721.8362898048, 83726.64747899357, 83300]"
23,CSX,"[17076.285666630913, 19797.82321836378, 20049.05249421915, 23367.315207699357, 22925.242730798615, 23794.092832699636, 24583.15339229424, 23203.13336188958, 24895.735617053877, 23235.465028647523, 21418.634761986414, 22600]"
24,CVS,"[164287.70847153358, 167926.47750502964, 153145.68705383805, 161908.10372113454, 151104.54775522772, 177654.1478145235, 194734.9967911234, 194636.0489318508, 225979.63290205266, 245900.32633489755, 231231.60958095436, 219000]"
25,CVX,"[37616.69413160137, 42702.10058885261, 46389.33165354552, 49838.18416931936, 50371.746985150756, 49417.64588929334, 45650.78472955107, 53149.72979247648, 48431.392816645624, 44268.332607019496, 43206.39092367398, 43846]"
26,D,"[9072.805361748045, 9151.631943503495, 10000.41365060251, 11626.019490038132, 11073.023584082392, 12048.46413737236, 11615.294477704621, 13012.147108062614, 15648.242284721106, 17314.625835950086, 16149.361194738422, 17200]"
27,DE,"[35889.43767391665, 43683.09812876454, 41409.576161651916, 46871.565976941216, 44739.82999955378, 51749.1806037728, 48757.76787052267, 57462.023578769054, 64757.53434172826, 72433.74843713341, 72469.13760232691, 82200]"
28,DHR,"[46802.167599142194, 56053.12293088426, 66149.78504915215, 68243.81549869306, 72745.62747289034, 82844.99714761124, 83543.67060835201, 85346.32694798826, 94806.35813796356, 90644.55306414024, 84621.35921296167, 79000]"
29,DIS,"[93872.0396398289, 92401.79830205649, 108452.60810766254, 123649.04204696747, 112490.09824278878, 103357.71925187782, 108150.61631960953, 131977.3842388139, 156016.40139196976, 158770.73169391768, 168484.1268350292, 171600]"
30,DUK,"[16815.934547020468, 20426.421571805113, 24918.45251231001, 22773.017534944815, 22461.33646733941, 22029.06125491796, 21523.891947293, 22192.737906540973, 27315.570119548633, 29403.46775889457, 29829.568096642844, 27859]"
31,EXC,"[13081.450085734627, 13489.702988135494, 13196.970179447831, 12288.882234345652, 11909.690807809906, 13490.911900328725, 12826.0257809137, 14034.8040472153, 14456.179784978205, 17210.85128976576, 20560.32564553512, 19063]"
32,FDX,"[220781.31322932316, 201783.56489683912, 234891.31136585848, 247311.80256842574, 284938.061310043, 305835.3523785402, 294212.60597429273, 288361.06941913057, 309164.9629600894, 284026.54322664044, 292995.2685581696, 345000]"
33,FIS,"[47169.59052683406, 47141.77635433031, 44454.77299961803, 43909.80206272953, 43811.31615764984, 43208.26993333003, 49963.424224765266, 49997.414346576545, 60226.44090592838, 65918.52587492813, 60520.54452647782, 69000]"
34,GE,"[73561.99774872573, 91038.87349694718, 109514.29654954378, 111687.85603137407, 110658.72788544225, 102140.38220714466, 108266.72019327933, 118300.28874568304, 140720.7959617054, 174309.47629559177, 184388.80316962465, 172000]"
35,GILD,"[9474.320067806017, 8729.584034686717, 8907.742249641424, 9244.70926998182, 10917.199826447952, 13248.930536495034, 13101.479195462372, 12678.450509334483, 13961.635818847088, 14716.2718428141, 15072.980979869737, 17000]"
36,GOOGL,"[76949.72478746291, 88499.95457491161, 103604.67423263438, 106549.94670523959, 111012.60647751417, 133406.94091057582, 127727.32234961867, 152985.26714366468, 151831.0110700678, 146871.18718274933, 153283.46791127176, 190711]"
37,GS,"[34979.82285080556, 32270.93014525027, 32051.99986359483, 34331.616972091826, 31390.721300388966, 37034.7460100321, 44068.83953397152, 42012.72417765807, 43728.875730689964, 44251.08251631023, 48722.11514896888, 45400]"
38,HD,"[273574.1814268127, 326293.88693302637, 305270.47398692387, 325212.27723629813, 315249.7197888378, 301699.81487750896, 320818.38670544105, 305996.8118512488, 376252.0120116642, 431786.4277928963, 407792.6777857133, 471600]"
39,HON,"[35167.60252423316, 37462.70354992069, 37094.46351907094, 46256.05605825052, 51791.536069668684, 53262.13286582264, 56551.54171299127, 69317.02507043556, 68578.14166849015, 80374.83183750387, 82445.6136117594, 97000]"
40,IBM,"[155424.5709320995, 145414.45491730506, 141618.27882709718, 156926.45891556522, 184760.51618607529, 170899.30947270565, 182139.64361652324, 179842.69289342966, 205419.75384717077, 209615.3788148199, 255559.84132648414, 288300]"
41,INTC,"[51803.43661687052, 50932.63174444181, 58063.39273818175, 70830.48908796522, 82879.46846810365, 81097.05039857738, 79603.68127757125, 81423.31443087684, 81166.03290932604, 99990.99922911215, 124321.58827398585, 131900]"
42,ISRG,"[6940.524026286053, 6764.3556110095615, 8057.024710109791, 8696.115495117207, 9331.34603455743, 10723.629072250458, 10283.871921893076, 10509.199138506287, 11032.729269201302, 11288.969247201176, 11328.998835768232, 12120]"
43,JNJ,"[83151.9011615034, 89120.29777466584, 83714.49562774794, 89702.02760881894, 86828.13627046609, 88803.37677898502, 88202.4936091308, 91513.6588690857, 105952.34975418565, 128933.31295750193, 130387.83328536074, 152700]"
44,JPM,"[183284.65901229915, 210860.1175591533, 200850.50821100106, 185053.5251782033, 231121.74644035316, 248133.97367386118, 274386.7196126475, 298689.34055290784, 277403.50578352984, 265430.1685961288, 313572.6560225675, 296877]"
45,KO,"[49089.34270238264, 60622.076125093416, 65916.9159208325, 74870.43344794877, 71240.73683218377, 67482.82380147991, 61418.39219714857, 72004.9021235243, 75886.8367907645, 70029.11142061562, 74196.3563400311, 82500]"
46,LIN,"[33053.696636238565, 38826.4650586123, 37743.110659976985, 45612.39253818569, 51737.410084200266, 61511.75470392992, 68792.9740123823, 77939.28583717434, 80996.91378994795, 75303.90995262393, 69258.04471431293, 65831]"
47,LLY,"[14832.714498552705, 18513.19455339454, 17232.276434521504, 16432.1714801966, 16964.292549492646, 17301.7621298316, 21607.382194270325, 26423.008947579332, 31678.37952465413, 35391.979304851804, 32445.529876276494, 39000]"
48,LMT,"[60942.820165503275, 69278.13915555234, 67061.57729788955, 76428.65596800718, 94223.78454515876, 96961.84163542508, 94180.87259822394, 109508.12835674456, 127106.50419128512, 122020.68418779541, 123010.6682372512, 116000]"
49,LOW,"[68506.8582535906, 80187.23935893063, 81263.38410704111, 101289.05161522374, 103416.24946721215, 116624.48202376984, 123047.81517545653, 129542.59076091592, 120505.88403497807, 134745.25892324236, 146983.69878858177, 182000]"
50,LRCX,"[8512.996224670149, 8303.499720406584, 8998.61769867273, 10520.333092356987, 9962.291957011144, 10972.881561736183, 13002.370869522203, 13483.239263755635, 12612.364001523743, 15617.23228929686, 19193.833170522765, 18700]"
51,MA,"[36737.31720849809, 33651.17167182662, 34655.654584484684, 39452.73936680416, 39302.46853800587, 38080.006415010444, 35176.30384654365, 33186.200776356876, 30259.18635510117, 27720.50791427401, 26542.191338666307, 29900]"
52,MCD,"[72162.04590584798, 79731.90017041544, 84333.20365821483, 80729.77070904724, 76840.10777908616, 74662.32902493567, 83192.30120983283, 80516.4980131755, 89329.95286063416, 83898.88081179027, 88800.60925043657, 100000]"
53,MCO,"[6900.004931126736, 8063.418463045598, 9676.725734411408, 10781.299761889099, 10487.19615416025, 12531.253731008852, 12585.760005022697, 13122.680526105109, 13462.333037192027, 12608.812166987704, 12227.358229286552, 14419]"
54,MDT,"[45117.65765692643, 43670.84539571014, 48713.33733954347, 46986.52494627371, 51852.10965526497, 60498.89276591789, 60529.932570335, 55965.81168394185, 66456.87785973004, 77466.59808699571, 93531.30917953564, 95000]"
55,MMC,"[50679.602922182545, 61719.94767744572, 56459.050344302144, 52482.86598044884, 64107.10965707622, 67033.81117998445, 65222.78023551932, 60413.7169506542, 64126.12016990598, 68557.0720501438, 78538.36693440715, 85000]"
56,MMM,"[86992.80653485985, 82071.18493368522, 93904.76128279191, 91289.36413496391, 94444.78097895098, 89785.8448511335, 82759.60103062415, 87676.78974012466, 81782.8922997181, 82296.74612383649, 77827.73280378531, 92000]"
57,MO,"[4857.247646231938, 5325.760282537761, 4929.367483530149, 5277.742777919696, 5336.7739261606985, 5303.000028282212, 5832.763308545388, 6429.363978405995, 6711.624468003181, 6811.832138075513, 6762.416330050166, 6300]"
58,MRK,"[31938.29753249433, 29768.825688059238, 35127.935181062116, 42130.99882448388, 46038.48375346792, 52259.78065782487, 62925.43154682033, 67831.70062406531, 64587.37750847532, 62869.72587560325, 63869.961390391334, 67000]"
59,MSFT,"[119237.09819742417, 110696.08412455514, 107683.21320009278, 110326.43718239994, 101844.65541730831, 119174.45867891517, 147021.6668770629, 137142.75072955547, 165771.86942361871, 205242.93064038863, 203543.03535152992, 221000]"
60,NEE,"[12532.28602999997, 11963.829679046292, 12113.497461274514, 11772.06349522376, 12013.473662363058, 11327.783271516751, 12245.687119776067, 13352.123786479226, 16046.712756613582, 15676.955364297715, 15633.064313598064, 15300]"
61,NFLX,"[7764.493225257759, 7159.9596069960135, 8199.406800739367, 9119.671820482794, 9015.761675950609, 8483.143695752846, 8457.692248584513, 9276.08169727778, 10497.619666563172, 11367.675622279874, 11159.2792228432, 12800]"
62,NKE,"[42578.60645732553, 50293.77378252982, 57126.006797864306, 57937.44829722599, 64252.13306622528, 66078.69322274183, 72122.29085954095, 68106.86135313862, 66611.55414858069, 68266.21960145872, 69175.04833811916, 79100]"
63,NSC,"[8303.416377070193, 9468.621847847484, 10603.079680415256, 10916.660197509733, 12032.943778739194, 12164.03567912407, 14772.859291642728, 13524.576640864821, 14514.015619171487, 17918.72879201312, 19670.348218555482, 19300]"
64,NVDA,"[13247.413174493704, 15737.653148013691, 15018.087687528881, 15740.58699243596, 14674.212555021271, 15696.687100996463, 17117.294124647055, 20105.991563367934, 22160.817245120503, 21100.00399990401, 21889.3915802973, 26196]"
65,ORCL,"[125366.7793989433, 116997.72451156423, 139354.58058460688, 135156.69323713568, 138927.46867049285, 129759.4899472344, 136430.49851127414, 147116.81014594596, 167136.11542706421, 152939.01160717857, 150577.86505545047, 143000]"
66,PEP,"[238013.0933288752, 254713.8908722714, 240430.833793581, 277111.31493350875, 252106.52050431524, 229752.22371669224, 209050.4469958883, 255217.0856679618, 249534.39712546027, 227661.60693244322, 280129.6327429949, 315000]"
67,PFE,"[41812.14415972117, 38924.517404185885, 48374.04355144553, 54312.93369175962, 55855.86053304288, 65009.56030170314, 69348.29758079912, 73734.02799686625, 88411.85259755095, 83036.02474093539, 88197.1612011374, 83000]"
68,PG,"[86961.84997844281, 94543.07133085122, 91240.03767281435, 96097.52479105169, 106356.72411896706, 112209.25851260463, 119797.24805114394, 126307.4004588101, 123299.62757775691, 124106.78639691374, 116175.62417418922, 106000]"
69,PM,"[48719.29756837796, 54329.0243814688, 51334.355910685, 55430.65668834539, 57941.236044899386, 59475.066383966296, 65977.77269384314, 71477.4656504759, 78780.82093059509, 72535.086669971, 82656.03131062262, 79800]"
70,PYPL,"[27683.0236427015, 30356.95654768074, 30224.087352165305, 30936.874438049006, 29017.736027627754, 28299.72848057746, 26739.938298561163, 24383.274339874035, 28434.482848246927, 28999.952973027626, 26750.063997359855, 29900]"
71,SCHW,"[18558.28815507779, 17525.966147829597, 17934.082808974206, 18843.87637391523, 19800.9056006916, 24579.498488605466, 26117.221976797846, 27002.88806761621, 25171.86357798033, 30108.58988915275, 31210.58910634595, 36000]"
72,SO,"[15940.221410662834, 15017.174738156278, 16556.756869864355, 19954.70792727464, 18333.174692125333, 19545.4593450662, 23540.11721412182, 25138.92909236929, 27477.10136409849, 25863.28149655821, 27988.63986670954, 27423]"
73,SPG,"[1852.718125349078, 1955.88051394175, 1981.3333622336638, 2068.659705242505, 1897.583118164096, 1730.0288718562933, 2152.7351637333245, 2138.614235462629, 2399.7711638524584, 2258.703773929111, 2604.6802211969407, 2500]"
74,SPGI,"[11542.762518117466, 14293.332069883882, 15189.946198554471, 18152.228362338003, 18638.094864082585, 18533.77993226219, 19617.885471931975, 23136.10361873076, 22317.91512002497, 27852.84282477411, 33963.173663658024, 39911]"
75,T,"[86409.46187015963, 87125.71332578985, 83164.09667136314, 78759.07585947885, 87631.42254258401, 107612.30379848697, 105954.89760996957, 109063.25487790603, 136243.13592750707, 127687.51839589198, 126435.73050088833, 157790]"
76,TGT,"[318251.8593153369, 311377.3835542181, 284154.14677933394, 291280.32866727473, 310443.6136920179, 310961.9761869663, 294106.2257676696, 270167.6288415731, 324383.9947464932, 392896.07570469443, 427984.26937471004, 440000]"
77,TMO,"[78901.09915106313, 86035.50507530787, 102094.44968838277, 113157.24271916345, 109476.11374525887, 105982.64496021837, 102065.9101264861, 106239.7576739957, 115853.8227743347, 120940.76543979917, 136441.19244015976, 130000]"
78,TMUS,"[49534.28711665776, 47381.198423534646, 43678.07974113052, 47650.96692736233, 45240.656295389825, 44208.50152043641, 51956.656269343424, 59493.944141960805, 60559.499018723785, 56063.817086171766, 59413.45577418171, 71000]"
79,TSLA,"[106268.90356123346, 101629.53754037328, 95830.02252232042, 91198.87888333469, 104696.65245146524, 114990.8244569003, 114306.32923844713, 106954.37834712054, 113795.82579123037, 121245.97701092949, 134025.36550032123, 127855]"
80,TXN,"[9202.91393332496, 11143.118741018783, 12584.150616758383, 15208.576227587262, 13882.00045672079, 15994.55127565608, 17720.98833907643, 19982.13132442174, 23393.86176351468, 23126.31783801893, 28444.184262926676, 33000]"
81,UNH,"[234930.18578930112, 264035.8404677344, 311839.13101312105, 284507.7424148142, 325314.7977954442, 323608.1743870512, 336503.1892340199, 325385.6065193361, 359952.6072524079, 351816.70156355307, 394106.96183838614, 400000]"
82,UNP,"[16833.158135348083, 16834.973052741065, 17232.70752503218, 17217.562888352193, 20969.772119140664, 23947.14466401885, 29067.654300793427, 27253.623699960423, 25026.910776370547, 23454.26844007663, 26208.72618231894, 31471]"
83,UPS,"[129071.80604748012, 137498.84386400698, 148410.6546811836, 163511.90621049673, 202846.54304792528, 241628.4093389507, 301974.27726357774, 363539.9849731136, 413999.12511045305, 452575.62528065726, 541825.0897648826, 500000]"
84,USB,"[45968.38451079933, 46764.93357872854, 51202.287965423355, 61572.81555083116, 68824.18050625142, 66846.53371442984, 62481.04080143293, 58872.36258617717, 56029.77185328703, 56034.17941552402, 66024.25602137067, 77000]"
85,V,"[9980.877628021311, 10405.029487238351, 10411.462092989344, 11137.439375336782, 12922.435943371493, 13036.855844677488, 14570.154729520542, 17039.215477093392, 18228.048316625867, 22588.23086384691, 26637.777254608387, 26500]"
86,VZ,"[88949.17354024998, 97860.29179349614, 121300.12260759406, 118617.88680675889, 120164.64418812121, 125673.70587559715, 144252.88865462737, 145295.53963727053, 132455.67911262473, 125740.27437792363, 121331.74334996437, 117100]"
87,WFC,"[119806.58574102176, 123482.12611072823, 152532.06130328457, 143584.8606258131, 174366.14431628602, 194185.7472097705, 217995.92722254852, 236964.5931081272, 225099.70498368115, 208203.6316772451, 195680.75875892784, 235591]"
88,WMT,"[1109806.346506345, 1309312.9509547795, 1453208.8277300084, 1713301.3359345433, 1851614.357901503, 2099576.348326789, 2067800.2383729827, 2540343.848040458, 2435435.701087297, 2279447.4375700024, 2290269.1676731673, 2100000]"
89,XOM,"[48648.808836794415, 44519.68145644413, 55037.82648155841, 54643.29958815822, 50051.01625411847, 49226.17269460979, 45023.41661902778, 47325.423122434426, 57436.23902499073, 53483.04798407412, 64366.11240308755, 62000]"
16,CCI,"[2478.6486645046216, 2332.931023959222, 2383.018904073811, 2862.7029961879443, 3386.819086609915, 3530.939106291271, 3269.0485041862894, 4016.5167319313523, 4003.905877471787, 4656.225259225498, 5144.095635752933, 5000]"
17,CHTR,"[69957.17854789495, 64169.85681114289, 76130.77221659043, 91668.61908186701, 98503.90303307741, 96687.24910287022, 90396.938024362, 90237.78999014245, 87139.08452889697, 90715.3298038195, 103653.66044541102, 101700]"
18,CMCSA,"[76583.79843178942, 76640.43261032672, 77507.44159083326, 75339.9550187835, 75057.05280120418, 91443.19269492234, 112353.235605016, 111652.26313362899, 133831.78772686052, 137923.0998789482, 155028.7563830565, 186000]"
19,CME,"[1695.8607500282299, 1555.2578618033622, 1511.6772028278356, 1702.356280800502, 1918.7958810311336, 1979.8104210126498, 2245.922299906653, 2427.9232337321237, 2633.5459462730178, 3196.0427672456353, 3575.2919630758724, 3460]"
20,COST,"[141080.8215930282, 168928.61688963827, 154696.7803178296, 184734.77915698863, 200712.7911585126, 186593.7207138589, 202131.23306210845, 221629.40844824535, 236660.1375376948, 261178.52939112243, 295082.3394180682, 304000]"
21,CRM,"[31521.68249005174, 37872.683395298925, 40544.981886719426, 45173.55973526879, 53741.49248074452, 53234.89881682681, 48913.26799424667, 59110.672613216884, 60017.64425270233, 65035.99716968226, 67177.94380198605, 79390]"
22,CSCO,"[56161.22931362685, 60487.790704288906, 72810.95780036045, 75319.74734320212, 88606.09080325178, 81965.28623762602, 81100.14025341002, 79971.57119147842, 80979.04308527082, 83450.59814628646, 76706.29565709407, 83300]"
23,CSX,"[14107.449941718987, 15388.707393879658, 16775.158244134407, 17598.32932297002, 16447.26332255629, 15373.095148511027, 16201.964047564921, 20142.18126329782, 19915.616251535183, 22601.479797913315, 22403.76184838373, 22600]"
24,CVS,"[113689.24318518539, 123904.89879007099, 140010.11963720722, 162630.18817984016, 171911.94389244064, 162981.26499766688, 170029.08148426522, 154792.50162757386, 166529.3691503729, 171463.01137455096, 211331.92350526483, 219000]"
25,CVX,"[29889.972446621054, 35875.96274683845, 40296.6469047362, 36641.83769861137, 34151.7729151963, 35723.20719784767, 32673.086457525125, 32777.12549396194, 32153.300580630224, 34927.58655686684, 41954.281156881, 43846]"
26,D,"[11065.561372328602, 10609.162626642854, 12924.463610547486, 12952.598535612988, 11913.291130275536, 10930.255810895458, 12999.664985394113, 12763.689925454828, 12225.158992173068, 13092.02305596109, 14561.38603085286, 17200]"
27,DE,"[83190.83775779938, 76485.38128632389, 72514.73418486517, 69953.56392931196, 75015.63669064647, 75173.35267295383, 68621.52208668888, 75195.8746541862, 70716.28876329455, 81221.30541048077, 84614.09552503267, 82200]"
28,DHR,"[61859.48115348895, 75194.58757143168, 71734.94977115377, 67326.13537365444, 64020.46503377172, 77841.75035163634, 77329.58401960216, 72958.77419648619, 69197.19469179977, 66111.7866777467, 68616.07375403473, 79000]"
29,DIS,"[57434.87208177767, 57077.407219542, 70138.27648064846, 85662.86703926872, 106097.82905610868, 118885.9984458549, 118436.03965713942, 109050.30870818491, 128252.86365017557, 140042.01332754895, 149155.09927440612, 171600]"
30,DUK,"[21001.82298441612, 21822.956931464152, 20609.482679605826, 22851.501285946222, 21080.31466129093, 20056.527700854265, 18684.81639163934, 17250.11432533056, 17804.903744268428, 19795.132642054585, 22622.704477311676, 27859]"
31,EXC,"[12304.898847232142, 12247.96302429564, 11218.748162316408, 10220.067645391931, 10872.559762590012, 12924.200554091489, 13684.988373707953, 13672.366092924909, 14350.558292911104, 17454.018186281373, 20901.712629228954, 19063]"
32,FDX,"[283574.1401841164, 288135.55228087254, 283876.5009297416, 334311.5946559014, 350050.429019722, 352128.98364916, 411828.8413652582, 429102.98814744054, 393569.1570439457, 367529.5774692927, 363475.49221905577, 345000]"
33,FIS,"[49661.52932443628, 61423.551141774646, 57560.87917658287, 62190.23080402449, 65767.91472647783, 69158.04300737045, 69022.20061653024, 69565.70435482617, 66077.00728464505, 66568.21949800193, 62323.553424302256, 69000]"
34,GE,"[88286.77825717992, 89576.013268048, 96908.3720605091, 97189.4643677054, 104461.77857469267, 99578.02341116025, 103915.55007494162, 126749.30707187034, 126193.14092399493, 143714.9521048132, 141698.73559765372, 172000]"
35,GILD,"[5112.620339966871, 5560.869545156425, 6362.919028959384, 7598.210394333002, 7057.783292409029, 8802.976293416636, 10106.81456533497, 11111.77059525413, 10980.837893105894, 13515.017713045756, 16439.421715714838, 17000]"
36,GOOGL,"[110764.18536977956, 128407.62990562206, 120374.33364260591, 136158.775440003, 131840.9848219615, 161711.95138527543, 168891.73225563776, 162113.52447833627, 153497.56675396036, 180759.3732936869, 208042.6250805318, 190711]"
37,GS,"[15696.859356736479, 18736.859943526848, 22256.720629896172, 22781.39925266055, 24121.491737397017, 28395.774882792175, 33912.036971275505, 37732.90507861896, 46086.55278862052, 43182.50238738648, 43183.26732535059, 45400]"
38,HD,"[242180.32808958757, 295249.22738735913, 333745.4038543743, 406282.34373528464, 405201.67986018397, 371374.4690992982, 386761.03290403634, 449850.76516733866, 494091.73126113677, 459487.6057821262, 507307.2632258828, 475000]"
39,HON,"[35569.82890729972, 43359.49013915954, 52779.89082389324, 63572.56543727999, 69432.00106560827, 69700.68837630955, 68321.91355289343, 66849.7961647325, 82706.2297897195, 91521.50133592654, 96199.67706496897, 97000]"
40,IBM,"[172250.7029087562, 165096.2001715925, 181973.63293164596, 173716.0808916395, 159667.4168721648, 169139.74570198063, 206153.37810726961, 242164.01800847435, 224233.47241184616, 271911.25753501506, 304576.48462549417, 288300]"
41,INTC,"[72150.5565881803, 69219.80663449835, 82331.40096817951, 84074.3029513713, 89048.0340654775, 89664.5615444384, 109996.84837612508, 131252.15336943354, 140503.74587645946, 136397.02792717202, 135973.26089036325, 131900]"
42,ISRG,"[7082.487269546867, 7490.043478401676, 7857.499709018875, 8601.868600868454, 9560.634579170905, 11489.577545671844, 10488.791519608643, 10394.257209578567, 9899.242810035006, 10791.988342897792, 12272.049345900927, 12120]"
43,JNJ,"[96823.27878139642, 93450.57031711581, 106959.72056090596, 116319.86849629143, 129196.7642813974, 141471.95592373708, 162727.4788053953, 188057.75615080618, 174046.56556493996, 165142.45387084788, 163911.95758019635, 152700]"
44,JPM,"[171741.16926123662, 169965.8517681734, 164121.54865229962, 186654.7523364323, 176047.00711757975, 187455.48347915115, 187073.7952827632, 231950.3599807513, 219038.1106683549, 257669.11670405575, 270310.15744240384, 296877]"
45,KO,"[31589.890613840285, 30008.359662809344, 34019.07909580357, 39833.50257259313, 38271.04377621541, 35150.663366681605, 38538.45769346719, 47583.55016464215, 57678.32314117908, 69775.614102855, 78993.78661188702, 82500]"
46,LIN,"[22478.03280813461, 22479.267576071717, 23643.383070924992, 22934.173710822364, 27757.148514155757, 34464.68311141385, 39283.73192429219, 44459.49822270715, 42387.99839199849, 44556.29683182735, 52856.776525780006, 65831]"
47,LLY,"[23039.26184920127, 21039.97789923028, 25139.64349263065, 25381.79055140313, 24144.57180067084, 26774.72502859796, 27263.99986259143, 25882.290624139932, 25690.255695259228, 31276.519008898922, 34879.939148707905, 39000]"
48,LMT,"[52575.19180941439, 61141.93775165807, 58084.72345279735, 71139.02473864765, 68083.8987083759, 78346.91768866748, 84972.05431142903, 81627.22155943827, 86950.38334146905, 100687.07214745141, 121508.82522870248, 116000]"
49,LOW,"[141079.02214379812, 129358.33352843832, 131219.77604686804, 130811.15568106384, 127432.30417574506, 156678.19759658512, 150906.84556192436, 158320.7317414685, 145441.537636459, 155384.90898738021, 149087.6949708557, 182000]"
50,LRCX,"[13692.032822175654, 16035.750604249086, 19460.33158248915, 17892.420050548044, 16527.424393710473, 16547.644098062305, 16673.396739214062, 16745.71177879537, 19863.928224766143, 19111.4883378734, 17577.35272473082, 18700]"
51,MA,"[12896.446856878365, 13931.727566803105, 16794.743674612622, 20460.28223143019, 22709.23025902737, 24171.794277781515, 22613.345002989114, 26065.963789574507, 27585.73313696502, 28433.930923034113, 32111.483656379438, 29900]"
52,MCD,"[25383.99960217051, 30420.82644415889, 32998.92664574472, 39389.18636471288, 36893.11709634348, 39267.67157033389, 48849.05550107935, 59638.771101937964, 68300.65614110998, 80589.01345554431, 98941.48012010418, 100000]"
53,MCO,"[6918.684349367145, 6373.424647939011, 7376.220768008974, 7279.162603456331, 8226.338011827633, 8242.813507896808, 8483.71133303573, 7966.915129554216, 8507.22466614147, 10167.709863655165, 11750.46263816949, 14419]"
54,MDT,"[92240.63446437614, 88043.96295245948, 91675.9222538346, 84491.50018401892, 81852.04486386533, 96837.33537727827, 110046.3877616812, 104574.67405187323, 104270.45166821346, 96409.3991480993, 101013.33284026192, 95000]"
55,MMC,"[35040.27822593109, 35352.48163344647, 41479.920658955045, 40881.65410363834, 46148.51548626721, 50732.26588836174, 60395.18998626654, 72311.33289154668, 76763.72432771104, 86803.34232062906, 83787.81267328908, 85000]"
56,MMM,"[34213.00428262814, 42273.2740859146, 47852.28931364622, 43996.89337268563, 44881.75385700435, 54715.679033500455, 64460.94903442014, 68287.80607508625, 63768.91801327956, 75599.6136757368, 80618.87736705257, 92000]"
57,MO,"[6374.636623153354, 6294.35066899607, 6002.796095347982, 6101.385099601543, 5849.196397780093, 5465.646491612609, 5387.349678786005, 5571.821884627261, 6401.797015855663, 7118.095145269025, 6889.438449073565, 6300]"
58,MRK,"[21182.286219876387, 22359.6551882132, 22297.10121305003, 22690.918256858786, 24983.12159011486, 30085.63056579128, 32679.4054592127, 37570.20834737801, 42972.11181985115, 48490.156122194094, 56569.25246195806, 67000]"
59,MSFT,"[78829.7836837189, 81145.10839826186, 99343.15895657339, 105518.12344248196, 119748.54128219449, 143870.03517311774, 173990.1269896685, 176151.00724121468, 193556.61350616225, 213622.1373836277, 218045.34012654697, 221000]"
60,NEE,"[11633.624092913395, 11425.246482909359, 10465.45133264587, 11112.777948125535, 11386.143083471276, 10845.920628782955, 12132.850173293038, 11710.269684927564, 11170.367123026828, 13566.329875748903, 16206.023234829736, 15300]"
61,NFLX,"[4178.204546727604, 4582.3395391758495, 5474.09908574788, 6217.981854862019, 5808.869408692148, 6312.877320718153, 7865.3492362060915, 9122.378364417396, 11372.860967102677, 11972.64440980126, 12808.746337708375, 12800]"
62,NKE,"[69107.51329636574, 65103.64861748011, 74728.23056397004, 85044.13620570659, 83743.17783709482, 84718.06888837769, 79031.19861932874, 76008.66625117348, 93208.8004750245, 88463.43937156233, 84173.95870916655, 79100]"
63,NSC,"[5797.915559828853, 6412.430339929437, 7168.988875904804, 8219.275072503237, 9634.747606169884, 10380.414296405124, 11655.55154119694, 11753.669412721893, 13677.460696293354, 15655.71585030931, 19208.8766023359, 19300]"
64,NVDA,"[8724.531462423816, 9411.595930122643, 10183.534207052217, 10113.948547004915, 11321.064665997079, 13218.404905511557, 16514.89477843869, 18015.762086820647, 20737.436401517207, 24558.85554150588, 27445.27322799654, 26196]"
65,ORCL,"[117586.1513280567, 112296.24388047827, 108459.48981464471, 118586.94488582878, 109357.13678165064, 107177.39889169781, 100364.04135970103, 122018.75544289972, 134521.00124540483, 133817.33286230912, 148933.49533598617, 143000]"
66,PEP,"[287807.1441795936, 281481.2913944911, 294925.2616816546, 270031.1514010457, 259398.12988018474, 253864.24273006918, 279105.21357112157, 254632.77396709716, 305080.4798155455, 289719.2547776374, 330004.929720129, 315000]"
67,PFE,"[33773.441348581175, 39977.26500655848, 49150.46460746706, 58765.81194813365, 53541.099344839204, 50325.649832081646, 62885.10738748588, 64177.22463541341, 76545.54648485048, 84634.94190085062, 80427.85942705172, 83000]"
68,PG,"[57285.60680131212, 62172.210446453755, 69316.910240916, 76473.9673840772, 85834.3155662125, 83106.0331013859, 92912.45977280042, 88545.2844408215, 87316.20173287395, 80828.30526076742, 96331.44696820763, 106000]"
69,PM,"[38460.78880040101, 39080.458255117774, 46915.80727845234, 56263.817818340394, 53767.920222253146, 50143.22216302974, 52901.206444105075, 63937.029449149304, 77463.7473256362, 77893.51145959212, 85047.02612532911, 79800]"
70,PYPL,"[28740.023236044464, 27497.462115875835, 25664.96672618889, 24553.163502654148, 29712.263162492094, 29328.20270445575, 27385.796082262914, 27210.1197887856, 26028.75378098792, 27698.101122759443, 29407.060810001673, 29900]"
71,SCHW,"[14974.351203126898, 14734.615844496318, 14896.113936846436, 17960.665072772423, 21535.362103921376, 26747.558968374928, 30210.51569710676, 33211.86886285187, 31188.343844058043, 37154.2121616471, 35416.69347012884, 36000]"
72,SO,"[11408.355778490346, 13299.220898817919, 13246.254530481347, 16107.940624694176, 15247.332789902772, 16935.60994227492, 17393.992683857938, 20200.976927598833, 22427.859706502833, 25210.574442975623, 25057.246736073066, 27423]"
73,SPG,"[806.4709684890577, 1002.6413503504575, 919.3756699624829, 902.4829637554855, 1097.574600029408, 1023.3995859727487, 1144.010238780022, 1420.2011238621521, 1758.5322771295694, 1841.5701646686614, 2201.08049640619, 2500]"
74,SPGI,"[21073.08398679488, 19939.899287176402, 23954.232771904753, 22790.04792741083, 23078.071311661122, 26519.93132566187, 29807.661133853744, 36484.94281957544, 33400.31906222242, 37995.0981682883, 42230.89411352678, 39911]"
75,T,"[102339.1096079332, 118418.09089988598, 113518.04792926734, 105430.56084586156, 97951.24098463492, 95688.82286007528, 99847.84493515795, 104829.06836303437, 125536.53741938109, 123988.85953233467, 126884.44018188641, 157790]"
76,TGT,"[304495.70482659235, 302436.87050200475, 296631.1910612401, 338531.2316770236, 325527.06512285455, 309720.29920967016, 358693.05264457944, 337014.2082265742, 339239.27088469086, 361550.2377799674, 372187.59776298946, 440000]"
77,TMO,"[83397.29087627522, 79294.14612532857, 73141.94239863659, 76595.2716460654, 73946.469783273, 80007.52768253784, 95504.68731454214, 110470.34252809698, 126003.15760101152, 134280.92267411173, 134431.30131778438, 130000]"
78,TMUS,"[44175.728219524826, 53780.40004471222, 54303.868935871316, 55770.606282466964, 62775.38996931439, 58925.11851598187, 65068.55435417281, 59890.01430786608, 63608.83874082306, 60064.46430945932, 72748.30565353038, 71000]"
79,TSLA,"[77085.67496904431, 73564.25168675181, 69050.31317904039, 84219.04856518569, 78644.11087333788, 89716.58170694468, 99359.89621667576, 103495.20018230406, 110154.79461608817, 109377.6632642844, 119508.47445599674, 127855]"
80,TXN,"[11248.948908076536, 12826.707241348078, 15257.732092303155, 18310.824186124526, 17665.48960949406, 17811.570170239454, 22131.911242510683, 27084.76893032851, 26842.39192050624, 29691.86773820477, 34875.365624663995, 33000]"
81,UNH,"[241326.84986068433, 266944.67240573897, 292200.43925300223, 272719.17722684675, 328583.07258551137, 408212.18133926956, 447012.6435394186, 503003.98707231483, 464792.7956393309, 441820.1857844482, 410853.64433379064, 400000]"
82,UNP,"[24362.736977626977, 24358.139503275735, 26485.54808799573, 26213.148871232523, 24475.657857111015, 23859.559924945806, 27470.401670414285, 27759.760110976968, 27109.41486895098, 27076.84099639224, 26166.894807191667, 31471]"
83,UPS,"[308485.0348874897, 289465.1611288228, 344987.71274718177, 408183.54979620746, 389204.7526185665, 356667.6671536764, 408406.62294039247, 406278.1914804315, 421928.29585179145, 471123.47080223996, 534674.8722135361, 500000]"
84,USB,"[23120.97050212795, 23217.695990594722, 21952.789611869906, 24606.949355493358, 30734.538753977475, 38408.90209098055, 46465.03919626805, 52915.45961385952, 54153.41857503356, 59786.42472953617, 73765.63389642612, 77000]"
85,V,"[11642.520863424239, 11242.211806897922, 13556.56411687614, 16399.698727314906, 19339.98986791529, 24058.725606647025, 22869.720647917893, 21544.463997193197, 23008.950142932943, 23533.42891109885, 22294.527479412758, 26500]"
86,VZ,"[60036.541937499205, 56902.535477550686, 52793.46668161795, 57680.301219498186, 65939.92770315625, 73283.34659120803, 81392.22104536461, 95851.54457850248, 115146.00607619798, 121154.26040380826, 112157.92368579193, 117100]"
87,WFC,"[114425.89541783254, 110741.7346563182, 108076.68170617217, 111909.81892624176, 136145.18767944936, 139204.8471033367, 135264.39585696912, 137753.49903813592, 158579.5657263451, 165580.4234469212, 202657.08746887173, 235591]"
88,WMT,"[968208.1901350885, 1122888.5905228357, 1320464.9449870964, 1631019.4576643016, 1543250.2734321787, 1423385.9772589318, 1348809.2695742815, 1251919.543965041, 1450309.5533156637, 1750437.4445979178, 1938506.9266443113, 2100000]"
89,XOM,"[35530.54142978131, 39649.13683973145, 42847.07607433501, 44909.315610500584, 44697.07181876515, 41758.59356554042, 46454.031192164504, 56985.747670192344, 53087.72032008664, 51969.04625077311, 52274.4456565054, 62000]"

1 Ticker Employees_over_time
2 0 AAPL [91428.92277123446, 102233.67037565738, 115926.34267742703, 137239.8786903178, 139194.57829987502, 130029.13108755053, 129130.56466835516, 143142.81887846193, 146078.99662196272, 141408.90484385614, 170843.19752479673, 164000] [37376.653472053375, 46285.99144811846, 51441.24426379464, 61558.083471658676, 58907.38311263634, 67601.33974642337, 78133.03145013178, 90447.36485241847, 105018.28649449686, 129688.03180312812, 156569.24938667504, 164000]
3 1 ABBV [25197.96677105695, 25004.40890529943, 23750.12306750915, 22605.185925973787, 23051.542801243853, 27193.810095371486, 26309.449515527293, 29621.230230412937, 34766.23260183334, 43184.38368008192, 50260.59021640601, 50000] [27248.874340193106, 27552.39237111908, 25329.378309300493, 24229.460715240515, 27009.567208570257, 31059.673341866426, 32257.759396694128, 30011.387247618415, 34143.59094205851, 33799.28937126673, 41578.389196673495, 50000]
4 2 ABT [39483.100038636265, 44757.71382044369, 51525.04504009419, 57411.600090777734, 65415.24685473163, 77044.2046356631, 82547.45934719982, 96319.0956494121, 109766.01991313815, 102479.91908844253, 119078.0989850493, 115000] [91007.48710343671, 86868.75171395317, 93817.1623331741, 105047.67638738238, 98564.62584384151, 118992.1314737311, 135266.01670105054, 127526.1467181144, 116294.33295714317, 113003.84886759392, 116747.70043441781, 115000]
5 3 ACN [336961.3689040502, 374390.13833588944, 360097.390755032, 356130.8783698215, 363233.6268611362, 375014.1181035037, 450418.4273389292, 414240.5363261112, 503651.43188789213, 587716.4596648316, 721656.4965658343, 738000] [243273.94377881405, 290087.4969981179, 343925.2594186647, 341669.11975675786, 415821.9435065691, 481734.41578104754, 494311.2717074493, 469703.9365311923, 514855.4322787341, 524893.7554318984, 647268.9157036883, 738000]
6 4 ADBE [23394.52554785587, 21940.978728008624, 26402.538451612854, 26591.059820535465, 28016.780730907325, 28107.91253599527, 28564.01830392667, 29736.43397869171, 27140.392877238774, 31736.693637962744, 30641.498988760297, 29239] [17726.403646993465, 16567.650711758204, 18329.439842507712, 17340.05259916847, 20007.941004025153, 24406.195004350684, 23106.685262763673, 22719.59564365903, 26638.135896237327, 24223.033279166484, 28386.396411308244, 29239]
7 5 AMAT [14430.599483466873, 15917.935938667302, 17414.018057183843, 17518.946945383464, 19439.8355373427, 21527.088103699112, 25335.89608685838, 23668.28238632148, 25060.13749200418, 28805.093520871844, 35466.323588293526, 33000] [11981.734185195062, 13554.654056730837, 14226.9991651384, 14649.703856998272, 15910.02708403942, 19339.90217030812, 20382.435942489305, 24008.273741077763, 27364.093480959342, 27813.028775570885, 27246.88500846486, 33000]
8 6 AMGN [20519.157085492345, 20157.752286934876, 21230.672261399977, 20792.30861273356, 21438.700819347505, 21803.650018967288, 22244.84789101915, 26540.77650210269, 29412.294383407603, 27067.318368755696, 25569.307577543277, 25200] [10128.930224553129, 12259.313225113365, 14387.302760224953, 15567.900191961, 16467.23382061571, 19453.4467901448, 21491.82329180788, 23962.02404326488, 22887.500003764275, 23410.18751537769, 25766.316337053584, 25200]
9 7 AMZN [770591.9080924317, 779389.4573216232, 847296.6434798599, 987576.6000386969, 907724.5978781242, 963700.6499827245, 918410.7466177448, 1098020.8871590858, 1138335.6813144768, 1044816.1812245974, 1300276.562959339, 1541000] [1262912.700243943, 1201928.3308559773, 1245970.8252602476, 1181847.028490609, 1304561.9453141615, 1221615.039806315, 1261468.8997341848, 1299701.5003163582, 1406278.9801054702, 1461105.4451448843, 1681676.2771212864, 1541000]
10 8 APD [18000.50175901787, 16905.960624455423, 16010.882181674386, 14866.108401509486, 14255.046346596482, 13103.537091578051, 13462.724400833114, 15629.510491081612, 18104.414046449878, 17244.61946838464, 20391.544973126358, 19710] [7786.644490555564, 8857.082988287897, 9142.43000132444, 9670.049447077987, 9383.460374810173, 11279.410992426756, 12126.890985622158, 14021.881230481304, 15650.694773264693, 17324.9765337677, 20724.13476817378, 19710]
11 9 AVGO [6571.73888391554, 6720.030731019115, 6852.868676337885, 7392.635714696587, 8279.524292012507, 8427.160001681454, 8239.416350228534, 10096.83762521012, 12458.23927470547, 14199.611127956137, 16062.177294997373, 20000] [8292.303379505296, 9819.104351514392, 10010.38157624642, 11523.899876911342, 12794.741767102136, 13139.15890579595, 15748.514650245996, 16830.007498527593, 18627.96619490903, 16936.287326630933, 18370.444985137205, 20000]
12 10 BA [95151.19576786818, 109536.68401512048, 131264.43678604078, 156006.8851577282, 147959.60076899402, 146852.7749236414, 143801.489085981, 167481.29588751952, 169264.28788336058, 157756.798840858, 161041.53759739106, 156000] [95930.45791529941, 102854.87471190048, 111500.18298496939, 124266.94742913038, 120500.43106732905, 110828.71716376691, 108315.1011590143, 135351.89227980666, 136226.13845666437, 131793.21645080685, 136842.59862416761, 156000]
13 11 BAC [226281.63120174993, 227477.3528102635, 242050.0059172548, 265353.0946276477, 248625.85608124547, 275411.0792240564, 262233.4419324374, 243787.06803432648, 251513.1175373267, 231815.15343521052, 211066.41279541526, 217000] [109788.55207052034, 100822.67315052185, 112679.34756263994, 126059.94359930868, 128148.08183462192, 142422.5097087328, 163307.8831649143, 155174.35421865247, 183644.4188782105, 167386.41336481116, 197693.8344233226, 217000]
14 12 BDX [29745.635811890854, 34904.211703764064, 33948.125497361216, 41636.813666556525, 50422.16825481926, 59343.89639349337, 70397.32549042202, 64257.37804781362, 68080.6174590173, 63831.81215834108, 62501.271735118615, 77000] [29320.57293755517, 34711.29483135434, 38803.2808813335, 37266.95045358426, 39953.20304823652, 48584.93230304006, 55858.004003931506, 65406.57409695402, 75329.7420659041, 78508.08283057253, 82852.82237290371, 77000]
15 13 BIDU [20569.946618451017, 18805.79512473841, 19091.291351059233, 19934.811206083847, 21422.312902288384, 23913.054921893898, 23852.699827572826, 27444.617401684845, 31628.864517630747, 31544.62181662915, 34421.82064001935, 41300] [31527.199089740803, 32974.14767678813, 34544.316410037405, 35833.33884363531, 37082.49558120737, 41817.77285198103, 38933.65737774911, 36642.213356244996, 41136.74614891428, 48793.42258773984, 45132.0985318714, 41300]
16 14 BMY [18634.168229720668, 20169.363822168532, 23981.624189927785, 22443.61024547586, 23581.993642540052, 23663.002066702913, 24815.39827240197, 24755.85163700457, 27437.942395734743, 28653.48146929445, 28157.32149594256, 34300] [18730.039952272895, 17863.59870351158, 19378.840730049244, 21660.17089125763, 23964.999146304566, 26770.617054708448, 30628.253008807995, 28512.44370457592, 31690.359642550673, 38376.76432314398, 37309.05310145302, 34300]
17 15 CAT [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0]
18 16 CCI [2006.35227832161, 2084.729833627507, 2386.926694473619, 2632.5171516810215, 2541.4687739995356, 2825.832274293124, 2912.281907937958, 3072.1717423682867, 3551.5218984934677, 3423.836933539208, 4124.298575640179, 5000] [2478.6486645046216, 2332.931023959222, 2383.018904073811, 2862.7029961879443, 3386.819086609915, 3530.939106291271, 3269.0485041862894, 4016.5167319313523, 4003.905877471787, 4656.225259225498, 5144.095635752933, 5000]
19 17 CHTR [61455.70151889627, 61009.82037991467, 67597.41603156447, 75246.10816084045, 81205.66927031206, 75406.02950355313, 69540.19343004971, 76491.557611301, 87474.65131075658, 98708.82706911338, 109642.596410724, 101700] [69957.17854789495, 64169.85681114289, 76130.77221659043, 91668.61908186701, 98503.90303307741, 96687.24910287022, 90396.938024362, 90237.78999014245, 87139.08452889697, 90715.3298038195, 103653.66044541102, 101700]
20 18 CMCSA [78713.77095826631, 91479.9883897388, 113402.82524498404, 109607.52959339831, 104412.19403316951, 101073.29461342993, 106897.64700292605, 113449.1500801051, 107627.29674567864, 127099.20209489328, 150574.5060325552, 186000] [76583.79843178942, 76640.43261032672, 77507.44159083326, 75339.9550187835, 75057.05280120418, 91443.19269492234, 112353.235605016, 111652.26313362899, 133831.78772686052, 137923.0998789482, 155028.7563830565, 186000]
21 19 CME [1412.2603676356403, 1438.9953185658655, 1539.3278145818865, 1891.5771857365864, 2286.1699780539475, 2082.8182071989, 2334.942804950193, 2717.8725057260754, 2705.08737246933, 2498.371760140148, 2932.1225208502324, 3460] [1695.8607500282299, 1555.2578618033622, 1511.6772028278356, 1702.356280800502, 1918.7958810311336, 1979.8104210126498, 2245.922299906653, 2427.9232337321237, 2633.5459462730178, 3196.0427672456353, 3575.2919630758724, 3460]
22 20 COST [87598.63101860379, 105351.61266189253, 99537.13560850194, 109665.8023086175, 124171.88265919549, 130846.61397452428, 151498.53169217537, 181459.4160248591, 224468.02353585977, 232800.13783531662, 249088.79563185322, 304000] [141080.8215930282, 168928.61688963827, 154696.7803178296, 184734.77915698863, 200712.7911585126, 186593.7207138589, 202131.23306210845, 221629.40844824535, 236660.1375376948, 261178.52939112243, 295082.3394180682, 304000]
23 21 CRM [43961.73474966388, 49205.592990416204, 46479.69750182789, 57111.154872550826, 62904.41558960286, 62221.30050904793, 77035.42865228171, 70293.86056059579, 66953.7876749264, 66272.16337002686, 77445.74757775862, 79390] [31521.68249005174, 37872.683395298925, 40544.981886719426, 45173.55973526879, 53741.49248074452, 53234.89881682681, 48913.26799424667, 59110.672613216884, 60017.64425270233, 65035.99716968226, 67177.94380198605, 79390]
24 22 CSCO [72230.66795016863, 66456.46059713415, 65677.01920062045, 71468.45608178944, 80813.3745019056, 77507.9550369085, 74541.5129984358, 69124.4456931223, 73779.07043457823, 77721.8362898048, 83726.64747899357, 83300] [56161.22931362685, 60487.790704288906, 72810.95780036045, 75319.74734320212, 88606.09080325178, 81965.28623762602, 81100.14025341002, 79971.57119147842, 80979.04308527082, 83450.59814628646, 76706.29565709407, 83300]
25 23 CSX [17076.285666630913, 19797.82321836378, 20049.05249421915, 23367.315207699357, 22925.242730798615, 23794.092832699636, 24583.15339229424, 23203.13336188958, 24895.735617053877, 23235.465028647523, 21418.634761986414, 22600] [14107.449941718987, 15388.707393879658, 16775.158244134407, 17598.32932297002, 16447.26332255629, 15373.095148511027, 16201.964047564921, 20142.18126329782, 19915.616251535183, 22601.479797913315, 22403.76184838373, 22600]
26 24 CVS [164287.70847153358, 167926.47750502964, 153145.68705383805, 161908.10372113454, 151104.54775522772, 177654.1478145235, 194734.9967911234, 194636.0489318508, 225979.63290205266, 245900.32633489755, 231231.60958095436, 219000] [113689.24318518539, 123904.89879007099, 140010.11963720722, 162630.18817984016, 171911.94389244064, 162981.26499766688, 170029.08148426522, 154792.50162757386, 166529.3691503729, 171463.01137455096, 211331.92350526483, 219000]
27 25 CVX [37616.69413160137, 42702.10058885261, 46389.33165354552, 49838.18416931936, 50371.746985150756, 49417.64588929334, 45650.78472955107, 53149.72979247648, 48431.392816645624, 44268.332607019496, 43206.39092367398, 43846] [29889.972446621054, 35875.96274683845, 40296.6469047362, 36641.83769861137, 34151.7729151963, 35723.20719784767, 32673.086457525125, 32777.12549396194, 32153.300580630224, 34927.58655686684, 41954.281156881, 43846]
28 26 D [9072.805361748045, 9151.631943503495, 10000.41365060251, 11626.019490038132, 11073.023584082392, 12048.46413737236, 11615.294477704621, 13012.147108062614, 15648.242284721106, 17314.625835950086, 16149.361194738422, 17200] [11065.561372328602, 10609.162626642854, 12924.463610547486, 12952.598535612988, 11913.291130275536, 10930.255810895458, 12999.664985394113, 12763.689925454828, 12225.158992173068, 13092.02305596109, 14561.38603085286, 17200]
29 27 DE [35889.43767391665, 43683.09812876454, 41409.576161651916, 46871.565976941216, 44739.82999955378, 51749.1806037728, 48757.76787052267, 57462.023578769054, 64757.53434172826, 72433.74843713341, 72469.13760232691, 82200] [83190.83775779938, 76485.38128632389, 72514.73418486517, 69953.56392931196, 75015.63669064647, 75173.35267295383, 68621.52208668888, 75195.8746541862, 70716.28876329455, 81221.30541048077, 84614.09552503267, 82200]
30 28 DHR [46802.167599142194, 56053.12293088426, 66149.78504915215, 68243.81549869306, 72745.62747289034, 82844.99714761124, 83543.67060835201, 85346.32694798826, 94806.35813796356, 90644.55306414024, 84621.35921296167, 79000] [61859.48115348895, 75194.58757143168, 71734.94977115377, 67326.13537365444, 64020.46503377172, 77841.75035163634, 77329.58401960216, 72958.77419648619, 69197.19469179977, 66111.7866777467, 68616.07375403473, 79000]
31 29 DIS [93872.0396398289, 92401.79830205649, 108452.60810766254, 123649.04204696747, 112490.09824278878, 103357.71925187782, 108150.61631960953, 131977.3842388139, 156016.40139196976, 158770.73169391768, 168484.1268350292, 171600] [57434.87208177767, 57077.407219542, 70138.27648064846, 85662.86703926872, 106097.82905610868, 118885.9984458549, 118436.03965713942, 109050.30870818491, 128252.86365017557, 140042.01332754895, 149155.09927440612, 171600]
32 30 DUK [16815.934547020468, 20426.421571805113, 24918.45251231001, 22773.017534944815, 22461.33646733941, 22029.06125491796, 21523.891947293, 22192.737906540973, 27315.570119548633, 29403.46775889457, 29829.568096642844, 27859] [21001.82298441612, 21822.956931464152, 20609.482679605826, 22851.501285946222, 21080.31466129093, 20056.527700854265, 18684.81639163934, 17250.11432533056, 17804.903744268428, 19795.132642054585, 22622.704477311676, 27859]
33 31 EXC [13081.450085734627, 13489.702988135494, 13196.970179447831, 12288.882234345652, 11909.690807809906, 13490.911900328725, 12826.0257809137, 14034.8040472153, 14456.179784978205, 17210.85128976576, 20560.32564553512, 19063] [12304.898847232142, 12247.96302429564, 11218.748162316408, 10220.067645391931, 10872.559762590012, 12924.200554091489, 13684.988373707953, 13672.366092924909, 14350.558292911104, 17454.018186281373, 20901.712629228954, 19063]
34 32 FDX [220781.31322932316, 201783.56489683912, 234891.31136585848, 247311.80256842574, 284938.061310043, 305835.3523785402, 294212.60597429273, 288361.06941913057, 309164.9629600894, 284026.54322664044, 292995.2685581696, 345000] [283574.1401841164, 288135.55228087254, 283876.5009297416, 334311.5946559014, 350050.429019722, 352128.98364916, 411828.8413652582, 429102.98814744054, 393569.1570439457, 367529.5774692927, 363475.49221905577, 345000]
35 33 FIS [47169.59052683406, 47141.77635433031, 44454.77299961803, 43909.80206272953, 43811.31615764984, 43208.26993333003, 49963.424224765266, 49997.414346576545, 60226.44090592838, 65918.52587492813, 60520.54452647782, 69000] [49661.52932443628, 61423.551141774646, 57560.87917658287, 62190.23080402449, 65767.91472647783, 69158.04300737045, 69022.20061653024, 69565.70435482617, 66077.00728464505, 66568.21949800193, 62323.553424302256, 69000]
36 34 GE [73561.99774872573, 91038.87349694718, 109514.29654954378, 111687.85603137407, 110658.72788544225, 102140.38220714466, 108266.72019327933, 118300.28874568304, 140720.7959617054, 174309.47629559177, 184388.80316962465, 172000] [88286.77825717992, 89576.013268048, 96908.3720605091, 97189.4643677054, 104461.77857469267, 99578.02341116025, 103915.55007494162, 126749.30707187034, 126193.14092399493, 143714.9521048132, 141698.73559765372, 172000]
37 35 GILD [9474.320067806017, 8729.584034686717, 8907.742249641424, 9244.70926998182, 10917.199826447952, 13248.930536495034, 13101.479195462372, 12678.450509334483, 13961.635818847088, 14716.2718428141, 15072.980979869737, 17000] [5112.620339966871, 5560.869545156425, 6362.919028959384, 7598.210394333002, 7057.783292409029, 8802.976293416636, 10106.81456533497, 11111.77059525413, 10980.837893105894, 13515.017713045756, 16439.421715714838, 17000]
38 36 GOOGL [76949.72478746291, 88499.95457491161, 103604.67423263438, 106549.94670523959, 111012.60647751417, 133406.94091057582, 127727.32234961867, 152985.26714366468, 151831.0110700678, 146871.18718274933, 153283.46791127176, 190711] [110764.18536977956, 128407.62990562206, 120374.33364260591, 136158.775440003, 131840.9848219615, 161711.95138527543, 168891.73225563776, 162113.52447833627, 153497.56675396036, 180759.3732936869, 208042.6250805318, 190711]
39 37 GS [34979.82285080556, 32270.93014525027, 32051.99986359483, 34331.616972091826, 31390.721300388966, 37034.7460100321, 44068.83953397152, 42012.72417765807, 43728.875730689964, 44251.08251631023, 48722.11514896888, 45400] [15696.859356736479, 18736.859943526848, 22256.720629896172, 22781.39925266055, 24121.491737397017, 28395.774882792175, 33912.036971275505, 37732.90507861896, 46086.55278862052, 43182.50238738648, 43183.26732535059, 45400]
40 38 HD [273574.1814268127, 326293.88693302637, 305270.47398692387, 325212.27723629813, 315249.7197888378, 301699.81487750896, 320818.38670544105, 305996.8118512488, 376252.0120116642, 431786.4277928963, 407792.6777857133, 471600] [242180.32808958757, 295249.22738735913, 333745.4038543743, 406282.34373528464, 405201.67986018397, 371374.4690992982, 386761.03290403634, 449850.76516733866, 494091.73126113677, 459487.6057821262, 507307.2632258828, 475000]
41 39 HON [35167.60252423316, 37462.70354992069, 37094.46351907094, 46256.05605825052, 51791.536069668684, 53262.13286582264, 56551.54171299127, 69317.02507043556, 68578.14166849015, 80374.83183750387, 82445.6136117594, 97000] [35569.82890729972, 43359.49013915954, 52779.89082389324, 63572.56543727999, 69432.00106560827, 69700.68837630955, 68321.91355289343, 66849.7961647325, 82706.2297897195, 91521.50133592654, 96199.67706496897, 97000]
42 40 IBM [155424.5709320995, 145414.45491730506, 141618.27882709718, 156926.45891556522, 184760.51618607529, 170899.30947270565, 182139.64361652324, 179842.69289342966, 205419.75384717077, 209615.3788148199, 255559.84132648414, 288300] [172250.7029087562, 165096.2001715925, 181973.63293164596, 173716.0808916395, 159667.4168721648, 169139.74570198063, 206153.37810726961, 242164.01800847435, 224233.47241184616, 271911.25753501506, 304576.48462549417, 288300]
43 41 INTC [51803.43661687052, 50932.63174444181, 58063.39273818175, 70830.48908796522, 82879.46846810365, 81097.05039857738, 79603.68127757125, 81423.31443087684, 81166.03290932604, 99990.99922911215, 124321.58827398585, 131900] [72150.5565881803, 69219.80663449835, 82331.40096817951, 84074.3029513713, 89048.0340654775, 89664.5615444384, 109996.84837612508, 131252.15336943354, 140503.74587645946, 136397.02792717202, 135973.26089036325, 131900]
44 42 ISRG [6940.524026286053, 6764.3556110095615, 8057.024710109791, 8696.115495117207, 9331.34603455743, 10723.629072250458, 10283.871921893076, 10509.199138506287, 11032.729269201302, 11288.969247201176, 11328.998835768232, 12120] [7082.487269546867, 7490.043478401676, 7857.499709018875, 8601.868600868454, 9560.634579170905, 11489.577545671844, 10488.791519608643, 10394.257209578567, 9899.242810035006, 10791.988342897792, 12272.049345900927, 12120]
45 43 JNJ [83151.9011615034, 89120.29777466584, 83714.49562774794, 89702.02760881894, 86828.13627046609, 88803.37677898502, 88202.4936091308, 91513.6588690857, 105952.34975418565, 128933.31295750193, 130387.83328536074, 152700] [96823.27878139642, 93450.57031711581, 106959.72056090596, 116319.86849629143, 129196.7642813974, 141471.95592373708, 162727.4788053953, 188057.75615080618, 174046.56556493996, 165142.45387084788, 163911.95758019635, 152700]
46 44 JPM [183284.65901229915, 210860.1175591533, 200850.50821100106, 185053.5251782033, 231121.74644035316, 248133.97367386118, 274386.7196126475, 298689.34055290784, 277403.50578352984, 265430.1685961288, 313572.6560225675, 296877] [171741.16926123662, 169965.8517681734, 164121.54865229962, 186654.7523364323, 176047.00711757975, 187455.48347915115, 187073.7952827632, 231950.3599807513, 219038.1106683549, 257669.11670405575, 270310.15744240384, 296877]
47 45 KO [49089.34270238264, 60622.076125093416, 65916.9159208325, 74870.43344794877, 71240.73683218377, 67482.82380147991, 61418.39219714857, 72004.9021235243, 75886.8367907645, 70029.11142061562, 74196.3563400311, 82500] [31589.890613840285, 30008.359662809344, 34019.07909580357, 39833.50257259313, 38271.04377621541, 35150.663366681605, 38538.45769346719, 47583.55016464215, 57678.32314117908, 69775.614102855, 78993.78661188702, 82500]
48 46 LIN [33053.696636238565, 38826.4650586123, 37743.110659976985, 45612.39253818569, 51737.410084200266, 61511.75470392992, 68792.9740123823, 77939.28583717434, 80996.91378994795, 75303.90995262393, 69258.04471431293, 65831] [22478.03280813461, 22479.267576071717, 23643.383070924992, 22934.173710822364, 27757.148514155757, 34464.68311141385, 39283.73192429219, 44459.49822270715, 42387.99839199849, 44556.29683182735, 52856.776525780006, 65831]
49 47 LLY [14832.714498552705, 18513.19455339454, 17232.276434521504, 16432.1714801966, 16964.292549492646, 17301.7621298316, 21607.382194270325, 26423.008947579332, 31678.37952465413, 35391.979304851804, 32445.529876276494, 39000] [23039.26184920127, 21039.97789923028, 25139.64349263065, 25381.79055140313, 24144.57180067084, 26774.72502859796, 27263.99986259143, 25882.290624139932, 25690.255695259228, 31276.519008898922, 34879.939148707905, 39000]
50 48 LMT [60942.820165503275, 69278.13915555234, 67061.57729788955, 76428.65596800718, 94223.78454515876, 96961.84163542508, 94180.87259822394, 109508.12835674456, 127106.50419128512, 122020.68418779541, 123010.6682372512, 116000] [52575.19180941439, 61141.93775165807, 58084.72345279735, 71139.02473864765, 68083.8987083759, 78346.91768866748, 84972.05431142903, 81627.22155943827, 86950.38334146905, 100687.07214745141, 121508.82522870248, 116000]
51 49 LOW [68506.8582535906, 80187.23935893063, 81263.38410704111, 101289.05161522374, 103416.24946721215, 116624.48202376984, 123047.81517545653, 129542.59076091592, 120505.88403497807, 134745.25892324236, 146983.69878858177, 182000] [141079.02214379812, 129358.33352843832, 131219.77604686804, 130811.15568106384, 127432.30417574506, 156678.19759658512, 150906.84556192436, 158320.7317414685, 145441.537636459, 155384.90898738021, 149087.6949708557, 182000]
52 50 LRCX [8512.996224670149, 8303.499720406584, 8998.61769867273, 10520.333092356987, 9962.291957011144, 10972.881561736183, 13002.370869522203, 13483.239263755635, 12612.364001523743, 15617.23228929686, 19193.833170522765, 18700] [13692.032822175654, 16035.750604249086, 19460.33158248915, 17892.420050548044, 16527.424393710473, 16547.644098062305, 16673.396739214062, 16745.71177879537, 19863.928224766143, 19111.4883378734, 17577.35272473082, 18700]
53 51 MA [36737.31720849809, 33651.17167182662, 34655.654584484684, 39452.73936680416, 39302.46853800587, 38080.006415010444, 35176.30384654365, 33186.200776356876, 30259.18635510117, 27720.50791427401, 26542.191338666307, 29900] [12896.446856878365, 13931.727566803105, 16794.743674612622, 20460.28223143019, 22709.23025902737, 24171.794277781515, 22613.345002989114, 26065.963789574507, 27585.73313696502, 28433.930923034113, 32111.483656379438, 29900]
54 52 MCD [72162.04590584798, 79731.90017041544, 84333.20365821483, 80729.77070904724, 76840.10777908616, 74662.32902493567, 83192.30120983283, 80516.4980131755, 89329.95286063416, 83898.88081179027, 88800.60925043657, 100000] [25383.99960217051, 30420.82644415889, 32998.92664574472, 39389.18636471288, 36893.11709634348, 39267.67157033389, 48849.05550107935, 59638.771101937964, 68300.65614110998, 80589.01345554431, 98941.48012010418, 100000]
55 53 MCO [6900.004931126736, 8063.418463045598, 9676.725734411408, 10781.299761889099, 10487.19615416025, 12531.253731008852, 12585.760005022697, 13122.680526105109, 13462.333037192027, 12608.812166987704, 12227.358229286552, 14419] [6918.684349367145, 6373.424647939011, 7376.220768008974, 7279.162603456331, 8226.338011827633, 8242.813507896808, 8483.71133303573, 7966.915129554216, 8507.22466614147, 10167.709863655165, 11750.46263816949, 14419]
56 54 MDT [45117.65765692643, 43670.84539571014, 48713.33733954347, 46986.52494627371, 51852.10965526497, 60498.89276591789, 60529.932570335, 55965.81168394185, 66456.87785973004, 77466.59808699571, 93531.30917953564, 95000] [92240.63446437614, 88043.96295245948, 91675.9222538346, 84491.50018401892, 81852.04486386533, 96837.33537727827, 110046.3877616812, 104574.67405187323, 104270.45166821346, 96409.3991480993, 101013.33284026192, 95000]
57 55 MMC [50679.602922182545, 61719.94767744572, 56459.050344302144, 52482.86598044884, 64107.10965707622, 67033.81117998445, 65222.78023551932, 60413.7169506542, 64126.12016990598, 68557.0720501438, 78538.36693440715, 85000] [35040.27822593109, 35352.48163344647, 41479.920658955045, 40881.65410363834, 46148.51548626721, 50732.26588836174, 60395.18998626654, 72311.33289154668, 76763.72432771104, 86803.34232062906, 83787.81267328908, 85000]
58 56 MMM [86992.80653485985, 82071.18493368522, 93904.76128279191, 91289.36413496391, 94444.78097895098, 89785.8448511335, 82759.60103062415, 87676.78974012466, 81782.8922997181, 82296.74612383649, 77827.73280378531, 92000] [34213.00428262814, 42273.2740859146, 47852.28931364622, 43996.89337268563, 44881.75385700435, 54715.679033500455, 64460.94903442014, 68287.80607508625, 63768.91801327956, 75599.6136757368, 80618.87736705257, 92000]
59 57 MO [4857.247646231938, 5325.760282537761, 4929.367483530149, 5277.742777919696, 5336.7739261606985, 5303.000028282212, 5832.763308545388, 6429.363978405995, 6711.624468003181, 6811.832138075513, 6762.416330050166, 6300] [6374.636623153354, 6294.35066899607, 6002.796095347982, 6101.385099601543, 5849.196397780093, 5465.646491612609, 5387.349678786005, 5571.821884627261, 6401.797015855663, 7118.095145269025, 6889.438449073565, 6300]
60 58 MRK [31938.29753249433, 29768.825688059238, 35127.935181062116, 42130.99882448388, 46038.48375346792, 52259.78065782487, 62925.43154682033, 67831.70062406531, 64587.37750847532, 62869.72587560325, 63869.961390391334, 67000] [21182.286219876387, 22359.6551882132, 22297.10121305003, 22690.918256858786, 24983.12159011486, 30085.63056579128, 32679.4054592127, 37570.20834737801, 42972.11181985115, 48490.156122194094, 56569.25246195806, 67000]
61 59 MSFT [119237.09819742417, 110696.08412455514, 107683.21320009278, 110326.43718239994, 101844.65541730831, 119174.45867891517, 147021.6668770629, 137142.75072955547, 165771.86942361871, 205242.93064038863, 203543.03535152992, 221000] [78829.7836837189, 81145.10839826186, 99343.15895657339, 105518.12344248196, 119748.54128219449, 143870.03517311774, 173990.1269896685, 176151.00724121468, 193556.61350616225, 213622.1373836277, 218045.34012654697, 221000]
62 60 NEE [12532.28602999997, 11963.829679046292, 12113.497461274514, 11772.06349522376, 12013.473662363058, 11327.783271516751, 12245.687119776067, 13352.123786479226, 16046.712756613582, 15676.955364297715, 15633.064313598064, 15300] [11633.624092913395, 11425.246482909359, 10465.45133264587, 11112.777948125535, 11386.143083471276, 10845.920628782955, 12132.850173293038, 11710.269684927564, 11170.367123026828, 13566.329875748903, 16206.023234829736, 15300]
63 61 NFLX [7764.493225257759, 7159.9596069960135, 8199.406800739367, 9119.671820482794, 9015.761675950609, 8483.143695752846, 8457.692248584513, 9276.08169727778, 10497.619666563172, 11367.675622279874, 11159.2792228432, 12800] [4178.204546727604, 4582.3395391758495, 5474.09908574788, 6217.981854862019, 5808.869408692148, 6312.877320718153, 7865.3492362060915, 9122.378364417396, 11372.860967102677, 11972.64440980126, 12808.746337708375, 12800]
64 62 NKE [42578.60645732553, 50293.77378252982, 57126.006797864306, 57937.44829722599, 64252.13306622528, 66078.69322274183, 72122.29085954095, 68106.86135313862, 66611.55414858069, 68266.21960145872, 69175.04833811916, 79100] [69107.51329636574, 65103.64861748011, 74728.23056397004, 85044.13620570659, 83743.17783709482, 84718.06888837769, 79031.19861932874, 76008.66625117348, 93208.8004750245, 88463.43937156233, 84173.95870916655, 79100]
65 63 NSC [8303.416377070193, 9468.621847847484, 10603.079680415256, 10916.660197509733, 12032.943778739194, 12164.03567912407, 14772.859291642728, 13524.576640864821, 14514.015619171487, 17918.72879201312, 19670.348218555482, 19300] [5797.915559828853, 6412.430339929437, 7168.988875904804, 8219.275072503237, 9634.747606169884, 10380.414296405124, 11655.55154119694, 11753.669412721893, 13677.460696293354, 15655.71585030931, 19208.8766023359, 19300]
66 64 NVDA [13247.413174493704, 15737.653148013691, 15018.087687528881, 15740.58699243596, 14674.212555021271, 15696.687100996463, 17117.294124647055, 20105.991563367934, 22160.817245120503, 21100.00399990401, 21889.3915802973, 26196] [8724.531462423816, 9411.595930122643, 10183.534207052217, 10113.948547004915, 11321.064665997079, 13218.404905511557, 16514.89477843869, 18015.762086820647, 20737.436401517207, 24558.85554150588, 27445.27322799654, 26196]
67 65 ORCL [125366.7793989433, 116997.72451156423, 139354.58058460688, 135156.69323713568, 138927.46867049285, 129759.4899472344, 136430.49851127414, 147116.81014594596, 167136.11542706421, 152939.01160717857, 150577.86505545047, 143000] [117586.1513280567, 112296.24388047827, 108459.48981464471, 118586.94488582878, 109357.13678165064, 107177.39889169781, 100364.04135970103, 122018.75544289972, 134521.00124540483, 133817.33286230912, 148933.49533598617, 143000]
68 66 PEP [238013.0933288752, 254713.8908722714, 240430.833793581, 277111.31493350875, 252106.52050431524, 229752.22371669224, 209050.4469958883, 255217.0856679618, 249534.39712546027, 227661.60693244322, 280129.6327429949, 315000] [287807.1441795936, 281481.2913944911, 294925.2616816546, 270031.1514010457, 259398.12988018474, 253864.24273006918, 279105.21357112157, 254632.77396709716, 305080.4798155455, 289719.2547776374, 330004.929720129, 315000]
69 67 PFE [41812.14415972117, 38924.517404185885, 48374.04355144553, 54312.93369175962, 55855.86053304288, 65009.56030170314, 69348.29758079912, 73734.02799686625, 88411.85259755095, 83036.02474093539, 88197.1612011374, 83000] [33773.441348581175, 39977.26500655848, 49150.46460746706, 58765.81194813365, 53541.099344839204, 50325.649832081646, 62885.10738748588, 64177.22463541341, 76545.54648485048, 84634.94190085062, 80427.85942705172, 83000]
70 68 PG [86961.84997844281, 94543.07133085122, 91240.03767281435, 96097.52479105169, 106356.72411896706, 112209.25851260463, 119797.24805114394, 126307.4004588101, 123299.62757775691, 124106.78639691374, 116175.62417418922, 106000] [57285.60680131212, 62172.210446453755, 69316.910240916, 76473.9673840772, 85834.3155662125, 83106.0331013859, 92912.45977280042, 88545.2844408215, 87316.20173287395, 80828.30526076742, 96331.44696820763, 106000]
71 69 PM [48719.29756837796, 54329.0243814688, 51334.355910685, 55430.65668834539, 57941.236044899386, 59475.066383966296, 65977.77269384314, 71477.4656504759, 78780.82093059509, 72535.086669971, 82656.03131062262, 79800] [38460.78880040101, 39080.458255117774, 46915.80727845234, 56263.817818340394, 53767.920222253146, 50143.22216302974, 52901.206444105075, 63937.029449149304, 77463.7473256362, 77893.51145959212, 85047.02612532911, 79800]
72 70 PYPL [27683.0236427015, 30356.95654768074, 30224.087352165305, 30936.874438049006, 29017.736027627754, 28299.72848057746, 26739.938298561163, 24383.274339874035, 28434.482848246927, 28999.952973027626, 26750.063997359855, 29900] [28740.023236044464, 27497.462115875835, 25664.96672618889, 24553.163502654148, 29712.263162492094, 29328.20270445575, 27385.796082262914, 27210.1197887856, 26028.75378098792, 27698.101122759443, 29407.060810001673, 29900]
73 71 SCHW [18558.28815507779, 17525.966147829597, 17934.082808974206, 18843.87637391523, 19800.9056006916, 24579.498488605466, 26117.221976797846, 27002.88806761621, 25171.86357798033, 30108.58988915275, 31210.58910634595, 36000] [14974.351203126898, 14734.615844496318, 14896.113936846436, 17960.665072772423, 21535.362103921376, 26747.558968374928, 30210.51569710676, 33211.86886285187, 31188.343844058043, 37154.2121616471, 35416.69347012884, 36000]
74 72 SO [15940.221410662834, 15017.174738156278, 16556.756869864355, 19954.70792727464, 18333.174692125333, 19545.4593450662, 23540.11721412182, 25138.92909236929, 27477.10136409849, 25863.28149655821, 27988.63986670954, 27423] [11408.355778490346, 13299.220898817919, 13246.254530481347, 16107.940624694176, 15247.332789902772, 16935.60994227492, 17393.992683857938, 20200.976927598833, 22427.859706502833, 25210.574442975623, 25057.246736073066, 27423]
75 73 SPG [1852.718125349078, 1955.88051394175, 1981.3333622336638, 2068.659705242505, 1897.583118164096, 1730.0288718562933, 2152.7351637333245, 2138.614235462629, 2399.7711638524584, 2258.703773929111, 2604.6802211969407, 2500] [806.4709684890577, 1002.6413503504575, 919.3756699624829, 902.4829637554855, 1097.574600029408, 1023.3995859727487, 1144.010238780022, 1420.2011238621521, 1758.5322771295694, 1841.5701646686614, 2201.08049640619, 2500]
76 74 SPGI [11542.762518117466, 14293.332069883882, 15189.946198554471, 18152.228362338003, 18638.094864082585, 18533.77993226219, 19617.885471931975, 23136.10361873076, 22317.91512002497, 27852.84282477411, 33963.173663658024, 39911] [21073.08398679488, 19939.899287176402, 23954.232771904753, 22790.04792741083, 23078.071311661122, 26519.93132566187, 29807.661133853744, 36484.94281957544, 33400.31906222242, 37995.0981682883, 42230.89411352678, 39911]
77 75 T [86409.46187015963, 87125.71332578985, 83164.09667136314, 78759.07585947885, 87631.42254258401, 107612.30379848697, 105954.89760996957, 109063.25487790603, 136243.13592750707, 127687.51839589198, 126435.73050088833, 157790] [102339.1096079332, 118418.09089988598, 113518.04792926734, 105430.56084586156, 97951.24098463492, 95688.82286007528, 99847.84493515795, 104829.06836303437, 125536.53741938109, 123988.85953233467, 126884.44018188641, 157790]
78 76 TGT [318251.8593153369, 311377.3835542181, 284154.14677933394, 291280.32866727473, 310443.6136920179, 310961.9761869663, 294106.2257676696, 270167.6288415731, 324383.9947464932, 392896.07570469443, 427984.26937471004, 440000] [304495.70482659235, 302436.87050200475, 296631.1910612401, 338531.2316770236, 325527.06512285455, 309720.29920967016, 358693.05264457944, 337014.2082265742, 339239.27088469086, 361550.2377799674, 372187.59776298946, 440000]
79 77 TMO [78901.09915106313, 86035.50507530787, 102094.44968838277, 113157.24271916345, 109476.11374525887, 105982.64496021837, 102065.9101264861, 106239.7576739957, 115853.8227743347, 120940.76543979917, 136441.19244015976, 130000] [83397.29087627522, 79294.14612532857, 73141.94239863659, 76595.2716460654, 73946.469783273, 80007.52768253784, 95504.68731454214, 110470.34252809698, 126003.15760101152, 134280.92267411173, 134431.30131778438, 130000]
80 78 TMUS [49534.28711665776, 47381.198423534646, 43678.07974113052, 47650.96692736233, 45240.656295389825, 44208.50152043641, 51956.656269343424, 59493.944141960805, 60559.499018723785, 56063.817086171766, 59413.45577418171, 71000] [44175.728219524826, 53780.40004471222, 54303.868935871316, 55770.606282466964, 62775.38996931439, 58925.11851598187, 65068.55435417281, 59890.01430786608, 63608.83874082306, 60064.46430945932, 72748.30565353038, 71000]
81 79 TSLA [106268.90356123346, 101629.53754037328, 95830.02252232042, 91198.87888333469, 104696.65245146524, 114990.8244569003, 114306.32923844713, 106954.37834712054, 113795.82579123037, 121245.97701092949, 134025.36550032123, 127855] [77085.67496904431, 73564.25168675181, 69050.31317904039, 84219.04856518569, 78644.11087333788, 89716.58170694468, 99359.89621667576, 103495.20018230406, 110154.79461608817, 109377.6632642844, 119508.47445599674, 127855]
82 80 TXN [9202.91393332496, 11143.118741018783, 12584.150616758383, 15208.576227587262, 13882.00045672079, 15994.55127565608, 17720.98833907643, 19982.13132442174, 23393.86176351468, 23126.31783801893, 28444.184262926676, 33000] [11248.948908076536, 12826.707241348078, 15257.732092303155, 18310.824186124526, 17665.48960949406, 17811.570170239454, 22131.911242510683, 27084.76893032851, 26842.39192050624, 29691.86773820477, 34875.365624663995, 33000]
83 81 UNH [234930.18578930112, 264035.8404677344, 311839.13101312105, 284507.7424148142, 325314.7977954442, 323608.1743870512, 336503.1892340199, 325385.6065193361, 359952.6072524079, 351816.70156355307, 394106.96183838614, 400000] [241326.84986068433, 266944.67240573897, 292200.43925300223, 272719.17722684675, 328583.07258551137, 408212.18133926956, 447012.6435394186, 503003.98707231483, 464792.7956393309, 441820.1857844482, 410853.64433379064, 400000]
84 82 UNP [16833.158135348083, 16834.973052741065, 17232.70752503218, 17217.562888352193, 20969.772119140664, 23947.14466401885, 29067.654300793427, 27253.623699960423, 25026.910776370547, 23454.26844007663, 26208.72618231894, 31471] [24362.736977626977, 24358.139503275735, 26485.54808799573, 26213.148871232523, 24475.657857111015, 23859.559924945806, 27470.401670414285, 27759.760110976968, 27109.41486895098, 27076.84099639224, 26166.894807191667, 31471]
85 83 UPS [129071.80604748012, 137498.84386400698, 148410.6546811836, 163511.90621049673, 202846.54304792528, 241628.4093389507, 301974.27726357774, 363539.9849731136, 413999.12511045305, 452575.62528065726, 541825.0897648826, 500000] [308485.0348874897, 289465.1611288228, 344987.71274718177, 408183.54979620746, 389204.7526185665, 356667.6671536764, 408406.62294039247, 406278.1914804315, 421928.29585179145, 471123.47080223996, 534674.8722135361, 500000]
86 84 USB [45968.38451079933, 46764.93357872854, 51202.287965423355, 61572.81555083116, 68824.18050625142, 66846.53371442984, 62481.04080143293, 58872.36258617717, 56029.77185328703, 56034.17941552402, 66024.25602137067, 77000] [23120.97050212795, 23217.695990594722, 21952.789611869906, 24606.949355493358, 30734.538753977475, 38408.90209098055, 46465.03919626805, 52915.45961385952, 54153.41857503356, 59786.42472953617, 73765.63389642612, 77000]
87 85 V [9980.877628021311, 10405.029487238351, 10411.462092989344, 11137.439375336782, 12922.435943371493, 13036.855844677488, 14570.154729520542, 17039.215477093392, 18228.048316625867, 22588.23086384691, 26637.777254608387, 26500] [11642.520863424239, 11242.211806897922, 13556.56411687614, 16399.698727314906, 19339.98986791529, 24058.725606647025, 22869.720647917893, 21544.463997193197, 23008.950142932943, 23533.42891109885, 22294.527479412758, 26500]
88 86 VZ [88949.17354024998, 97860.29179349614, 121300.12260759406, 118617.88680675889, 120164.64418812121, 125673.70587559715, 144252.88865462737, 145295.53963727053, 132455.67911262473, 125740.27437792363, 121331.74334996437, 117100] [60036.541937499205, 56902.535477550686, 52793.46668161795, 57680.301219498186, 65939.92770315625, 73283.34659120803, 81392.22104536461, 95851.54457850248, 115146.00607619798, 121154.26040380826, 112157.92368579193, 117100]
89 87 WFC [119806.58574102176, 123482.12611072823, 152532.06130328457, 143584.8606258131, 174366.14431628602, 194185.7472097705, 217995.92722254852, 236964.5931081272, 225099.70498368115, 208203.6316772451, 195680.75875892784, 235591] [114425.89541783254, 110741.7346563182, 108076.68170617217, 111909.81892624176, 136145.18767944936, 139204.8471033367, 135264.39585696912, 137753.49903813592, 158579.5657263451, 165580.4234469212, 202657.08746887173, 235591]
90 88 WMT [1109806.346506345, 1309312.9509547795, 1453208.8277300084, 1713301.3359345433, 1851614.357901503, 2099576.348326789, 2067800.2383729827, 2540343.848040458, 2435435.701087297, 2279447.4375700024, 2290269.1676731673, 2100000] [968208.1901350885, 1122888.5905228357, 1320464.9449870964, 1631019.4576643016, 1543250.2734321787, 1423385.9772589318, 1348809.2695742815, 1251919.543965041, 1450309.5533156637, 1750437.4445979178, 1938506.9266443113, 2100000]
91 89 XOM [48648.808836794415, 44519.68145644413, 55037.82648155841, 54643.29958815822, 50051.01625411847, 49226.17269460979, 45023.41661902778, 47325.423122434426, 57436.23902499073, 53483.04798407412, 64366.11240308755, 62000] [35530.54142978131, 39649.13683973145, 42847.07607433501, 44909.315610500584, 44697.07181876515, 41758.59356554042, 46454.031192164504, 56985.747670192344, 53087.72032008664, 51969.04625077311, 52274.4456565054, 62000]

180
Elaborated_Data/normalized_data.csv
View file

@ -1,91 +1,91 @@
,Unnamed: 0,Ticker,Valuation,Financial Health,Estimated Growth,Past Performance
0,0,AAPL,100.44266377528247,71.87870009501937,109.45,49.83747070979332
1,1,ABBV,128.1404465393117,99.2835154069543,63.62,49.65807772983737
2,2,ABT,3.908657318013129,51.83803537013321,67.78,104.96835033676795
3,3,ACN,99.80466691509847,14.64242373624309,113.32,54.46132226572947
4,4,ADBE,113.16382909244267,37.147547687478614,128.17,52.394130300104194
5,5,AMAT,90.55391340082035,42.36107008233543,128.5,77.97911847630925
6,6,AMGN,115.88012239692388,151.2173017589474,84.4,56.90395868168084
7,7,AMZN,106.45866349398617,66.2986685278825,0.0,1.9425586297714468
8,8,APD,111.10764354297439,72.31766622829024,114.81,50.227638400666606
9,9,AVGO,118.23540811671575,117.2441262552352,110.56,52.5179634160861
10,10,BA,128.1404465393117,88.48531006610553,199.83,200.0
11,11,BAC,87.09798021696596,23.21079824744454,90.86,68.08723370395644
12,12,BDX,104.65929065180656,72.97435546961759,116.64,62.6679694584948
13,13,BIDU,71.35695466933336,50.89303600738558,88.45,130.30952310285338
14,14,BMY,128.1404465393117,90.95567968235729,91.26,66.26709429528358
15,15,CAT,114.61720628342474,96.44158336374085,128.1,105.64643225045465
16,16,CCI,78.39553722779273,159.04905783769703,61.9,48.35578911035619
17,17,CHTR,124.77428854792444,147.29943186327446,141.99,38.04493031653351
18,18,CMCSA,120.56228890044041,80.20703320891019,104.79,75.10664805626385
19,19,CME,88.32021649663807,4.511797640276724,95.52,51.47140411204335
20,20,COST,92.65292934172115,29.777471461040165,113.79,47.45234440811981
21,21,CRM,114.8979556143155,31.04235211720939,145.89,102.21208352453229
22,22,CSCO,108.89509452774412,18.746178656995994,107.1,53.01517678140777
23,23,CSX,102.28726767293416,94.11226458204573,110.12,64.1228187605175
24,24,CVS,115.1628332055308,69.60123396161632,93.41,65.13768489549466
25,25,CVX,101.11162087557173,19.725599735468467,51.21,69.49525492223668
26,26,D,36.277159683957464,99.3787910455104,99.8,51.44083014699577
27,27,DE,117.31446240103081,128.5273179720373,127.25,55.6101533509663
28,28,DHR,95.67237135422059,50.79498311601876,88.68,87.63603042384139
29,29,DIS,117.97038768742368,51.585485201109805,157.08,53.6723187005601
30,30,DUK,98.5387706801215,93.80538527180786,100.6,44.812355134224056
31,31,EXC,103.00376278653852,93.89700959671126,102.59,54.651759526280095
32,32,FDX,115.07879950721596,96.71748611456337,96.52,35.805472859822956
33,33,FIS,121.39972109282348,71.36466716312022,85.69,50.37824235857091
34,34,GE,97.030539921646,29.692075979701478,166.06,139.26459544519687
35,35,GILD,122.78842320081804,88.84387060198975,86.48,75.29434767603175
36,36,GOOGL,117.39690202812508,15.619028191146949,144.49,30.56662352757396
37,37,GS,108.14557917421003,43.33538398231059,82.03,47.80068004231744
38,38,HD,111.47588720179564,140.94083091213471,85.07,50.28784405661076
39,39,HON,106.3242149963467,69.69712189655321,108.57,56.190123944161186
40,40,IBM,108.03431219494671,100.52337011168376,103.87,51.25763582850889
41,41,INTC,67.42347983438323,59.0921660801846,99.64,18.833980889536324
42,42,ISRG,95.14249257541046,435.6197422535535,139.05,47.13457643786253
43,43,JNJ,85.47903983616393,46.0999780071131,94.76,59.24451179214251
44,44,JPM,96.14957121761044,28.089774737718024,62.07,81.70090166000264
45,45,KO,93.89427105415545,94.81272366407265,101.28,60.858025474461805
46,46,LIN,94.71758823423494,50.926631844243246,118.81,68.266979695078
47,47,LLY,110.14860815214804,77.36648575907307,163.46,38.63996175453334
48,48,LMT,96.41819957919627,62.20632693013285,117.38,45.34309960943851
49,49,LOW,116.33889826394825,189.3353217623949,107.3,59.947376666529706
50,50,LRCX,111.36436095147064,56.654371308158304,77.81,82.01036639331404
51,51,MA,113.49975015534346,87.08814654051932,152.67,59.51170703542954
52,52,MCD,92.30689769604463,200.80493414602572,111.62,65.38389391932823
53,53,MCO,108.47528596387782,117.15474894426875,125.65,72.38812745399568
54,54,MDT,103.95360477390584,65.08334985291154,81.76,46.41786455665691
55,55,MMC,106.29433441741546,94.97088536440545,116.17,53.54675194804757
56,56,MMM,84.19527000128463,75.364278020938,83.62,60.38486483879043
57,57,MO,46.46366404240299,150.15313089381092,93.09,45.34309960943851
58,58,MRK,105.77622967836368,61.23857415492767,110.04,69.64043702668118
59,59,MSFT,105.90678264565783,34.682202596069274,126.88,53.13994929576159
60,60,NEE,102.93782103792881,93.04902185130737,112.53,78.39818536790314
61,61,NFLX,112.50486795295362,63.538635447394434,151.94,83.87443950002118
62,62,NKE,108.46436487562599,71.47330758288703,108.97,113.84298999443756
63,63,NSC,99.32767679702538,83.34484792688427,99.28,59.311245457458384
64,64,NVDA,93.41122596114134,62.700597887619296,155.25,13.414528239410988
65,65,ORCL,109.88032616815163,151.93239688512764,113.55,56.64375101617939
66,66,PEP,95.40290916056749,97.77589569605215,106.19,63.185501649515984
67,67,PFE,117.56364635149383,38.51337545290791,32.3,114.70505429288828
68,68,PG,85.74149034150271,66.4982436058096,98.92,48.88571746458116
69,69,PM,104.38485317701632,165.37897095334912,106.98,58.28178354168099
70,70,PYPL,122.93437445668187,30.373983336695407,136.48,69.42271695550697
71,71,SCHW,112.46352254514008,14.952194563225467,116.44,56.02865174579789
72,72,SO,94.31779400878952,97.86864923807721,106.59,78.74165200398795
73,73,SPG,23.066621225274147,166.5488347807699,111.74,81.81690879423003
74,74,SPGI,106.29533045492393,42.94461682589567,127.47,53.924010841730514
75,75,T,84.50548155918695,84.70489526371473,75.35,68.44695398611555
76,76,TGT,120.35724707358814,76.68165276361653,51.73,39.1412072332026
77,77,TMO,89.96159091752084,81.12703233024962,111.62,60.654986860344266
78,78,TMUS,124.79024447463209,114.02702683126816,198.33,67.72843061963653
79,79,TSLA,112.83350665527689,6.712415960927907,119.77,70.8801275387315
80,80,TXN,98.71173794124277,75.48058709889601,117.22,70.07682786261913
81,81,UNH,113.14122696723271,54.19774880444768,128.72,59.98096519542953
82,82,UNP,101.4085734981912,115.61739414938063,110.64,50.07733398077468
83,83,UPS,104.30999493126451,79.63944019713907,91.89,52.85947477389399
84,84,USB,118.48954010943346,31.574558421313668,92.77,51.83921687852166
85,85,V,113.85792020096733,57.190344052071175,134.52,69.60412825014774
86,86,VZ,64.0777140568739,102.83569599289274,76.79,46.47492064006991
87,87,WFC,121.01675823136851,29.382279121736765,98.36,28.220788495931853
88,88,WMT,92.87078189620608,56.76675265862425,96.76,86.02451286879457
89,89,XOM,110.78851532272131,24.439785253093458,42.45,80.92883693771323
0,0,AAPL,99.66725122809231,82.7388714169545,111.32,39.06731462476843
1,1,ABBV,160.98123119547898,79.70456839317465,54.12,38.816439109405074
2,2,ABT,0.010900003867217779,84.97908350076645,60.11,104.36222986694207
3,3,ACN,98.07248876261579,89.17639889545868,116.12,43.99884594359548
4,4,ADBE,130.64497830681407,86.63122649087215,138.99,41.77566086253358
5,5,AMAT,75.39043306730187,86.04399527626032,135.94,71.01980883066668
6,6,AMGN,136.79045884196086,74.06410953903897,80.13,46.662518965274614
7,7,AMZN,114.62413820054807,83.3609384881074,0.0,0.593123489053842
8,8,APD,125.8450702813671,82.6899927533652,117.97,39.47760235265585
9,9,AVGO,139.59379881714588,77.7364945612938,112.7,41.90801333540908
10,10,BA,160.98123119547898,80.89585950725527,199.97,200.0
11,11,BAC,67.36367760818494,88.20551556034,88.12,59.31337794386356
12,12,BDX,110.18184446244406,82.61688665184255,120.23,53.09513094145142
13,13,BIDU,150.82537602985602,85.04031559473167,85.13,135.63074628505646
14,14,BMY,160.98123119547898,80.62281013164436,90.05,57.248659978974956
15,15,CAT,133.9628473349977,80.01753251733713,134.18,105.21027752682537
16,16,CCI,48.96872890304626,73.22762887470552,53.29,37.51941455427019
17,17,CHTR,154.98194518352693,74.48403641387307,150.4,27.228633916550713
18,18,CMCSA,146.7680629125239,81.81299080598593,108.35,68.20633978961776
19,19,CME,70.163169032576,90.32695620119384,93.92,40.79282933144908
20,20,COST,80.41604288665233,87.46295845900838,115.0,36.58364459954663
21,21,CRM,134.59603167296376,87.32008475206904,159.84,100.91497446549263
22,22,CSCO,120.55997440080642,88.71113270927466,108.2,42.44050233000708
23,23,CSX,104.27713894583977,80.27435046413956,112.16,54.74916607300668
24,24,CVS,135.19103895654334,82.99260213904473,91.29,55.90979252844121
25,25,CVX,101.3396698471697,88.60016248859135,41.41,60.95337842784888
26,26,D,4.3923133815296085,79.69408342715397,99.27,40.760366389641874
27,27,DE,140.52774327374226,76.49349721976776,136.33,57.453186220311125
28,28,DHR,87.79588678965173,85.09612376199445,85.42,82.78805519627885
29,29,DIS,141.3476576227695,85.00741815250112,166.75,43.14687042534553
30,30,DUK,94.91164830660327,80.30820557341846,100.27,33.88522180364372
31,31,EXC,106.0647977464432,80.29809703087852,102.77,44.20510797449332
32,32,FDX,135.00252241230626,79.98713109312754,95.17,25.114194866864718
33,33,FIS,148.46144015856456,82.79611953800102,81.72,39.63626807743001
34,34,GE,91.15790200486788,87.47260612665734,175.64,146.22351162424394
35,35,GILD,151.2044952147543,80.85620944048239,82.69,67.802408084516
36,36,GOOGL,140.11321872176285,89.06563187577275,153.22,20.354197361697015
37,37,GS,118.74543520148052,85.93435978301807,77.22,36.94371228161387
38,38,HD,126.71316498144698,75.16761426013859,81.72,39.445926743799376
39,39,HON,114.29369431763827,82.9819147655237,110.23,45.880078753481484
40,40,IBM,118.4751329913031,79.5681603795179,104.36,40.56599243772292
41,41,INTC,30.39471860378832,84.16628321210383,101.37,11.620366089371919
42,42,ISRG,86.49035040805836,46.8771394789436,147.05,36.25598063973711
43,43,JNJ,63.72903613156852,85.6234601190366,92.98,49.25049996292883
44,44,JPM,88.97475154629515,87.6536719677413,53.49,75.5222345002856
45,45,KO,83.43140990057667,80.19709303356093,101.12,51.0539972645096
46,46,LIN,85.4463293760633,85.08134922797196,113.68,175.39951162067177
47,47,LLY,123.56822878561087,82.1284277575668,173.14,27.798098864965354
48,48,LMT,89.63955979696466,83.81800279203111,125.16,34.939329264522925
49,49,LOW,137.92406986378234,70.03159543658687,108.64,50.03421862699726
50,50,LRCX,126.45062656347639,84.4391961039491,72.08,75.89863458999143
51,51,MA,131.41764068463203,81.05041894995104,162.13,49.54808199123212
52,52,MCD,79.58085418616103,68.83813512817449,114.02,56.192189033719856
53,53,MCO,119.54500732824769,77.74624493920066,131.24,64.35179405953912
54,54,MDT,108.42969734788738,83.49660097222588,76.89,35.51979739263485
55,55,MMC,114.22021877736745,80.17965192275534,119.66,43.01166990391676
56,56,MMM,60.91079809533632,82.35099016580031,79.75,51.5498465941439
57,57,MO,9.33315076334979,74.17807375979767,90.89,34.42332481903656
58,58,MRK,112.94421971054255,83.92619124562997,112.06,61.12301790550875
59,59,MSFT,113.26609475449267,86.90924342145904,132.72,42.574394371216634
60,60,NEE,105.90038834256646,80.39166807726498,115.15,71.52441621014867
61,61,NFLX,129.11959281556602,83.66912305027884,166.33,76.7954778466989
62,62,NKE,119.51855642731759,82.78401922678438,113.97,117.48351818421081
63,63,NSC,96.88076222678136,81.46497777526282,98.62,49.3247825186535
64,64,NVDA,82.25461700620143,83.7627615066959,164.85,6.926609061624467
65,65,ORCL,122.92734777644266,73.98756908166904,116.42,46.376925277680336
66,66,PEP,87.131497664537,79.8705418820447,110.23,53.91814705158701
67,67,PFE,140.47340520393576,86.47729235669306,22.44,116.51242007359423
68,68,PG,64.31230077832718,83.33866650904798,98.17,38.07115813063641
69,69,PM,109.50100591046719,72.55448449750119,108.25,48.18188763164932
70,70,PYPL,151.48799177385294,87.39557336211455,146.26,60.19328753757178
71,71,SCHW,129.0234669420565,89.14126159248195,119.99,45.70354212187421
72,72,SO,84.46652562371243,79.86032731897615,107.75,71.93845531637749
73,73,SPG,1.1854441448309712,72.43036891732231,114.17,75.66329877350253
74,74,SPGI,114.22266821500354,85.97832705940108,133.43,43.418194870339185
75,75,T,61.586410114552315,81.31427955954999,69.11,59.731454906145466
76,76,TGT,146.61361867919015,81.98589242825953,41.98,28.280252582031757
77,77,TMO,73.99122697155062,81.71090665619771,114.02,50.826203770832095
78,78,TMUS,155.01159044367853,78.08773453101122,199.49,58.89699852799944
79,79,TSLA,129.88191763420065,90.07679645508908,124.08,62.575536448354775
80,80,TXN,95.34312077123577,82.33805646141853,120.95,61.63351739609634
81,81,UNH,130.59286903995337,84.71445728234814,134.93,50.071745102527345
82,82,UNP,102.08194911395603,77.91402807572778,116.17,39.50929713815176
83,83,UPS,109.31516556780723,81.8759911471089,89.41,42.27357028519867
84,84,USB,142.45442985947,87.25998544929526,90.49,41.1838844914599
85,85,V,132.2376969692613,84.37917303829828,141.79,61.08058325638432
86,86,VZ,25.824157206441292,79.31397201530115,70.84,35.57825810344986
87,87,WFC,147.69065957371842,87.50760782469975,99.67,19.075069084803722
88,88,WMT,80.94310440425323,84.42660967228767,98.07,80.66162547687941
89,89,XOM,125.08994915257153,88.06643919762163,32.26,74.58447727917255

1 Unnamed: 0 Ticker Valuation Financial Health Estimated Growth Past Performance
2 0 0 AAPL 100.44266377528247 99.66725122809231 71.87870009501937 82.7388714169545 109.45 111.32 49.83747070979332 39.06731462476843
3 1 1 ABBV 128.1404465393117 160.98123119547898 99.2835154069543 79.70456839317465 63.62 54.12 49.65807772983737 38.816439109405074
4 2 2 ABT 3.908657318013129 0.010900003867217779 51.83803537013321 84.97908350076645 67.78 60.11 104.96835033676795 104.36222986694207
5 3 3 ACN 99.80466691509847 98.07248876261579 14.64242373624309 89.17639889545868 113.32 116.12 54.46132226572947 43.99884594359548
6 4 4 ADBE 113.16382909244267 130.64497830681407 37.147547687478614 86.63122649087215 128.17 138.99 52.394130300104194 41.77566086253358
7 5 5 AMAT 90.55391340082035 75.39043306730187 42.36107008233543 86.04399527626032 128.5 135.94 77.97911847630925 71.01980883066668
8 6 6 AMGN 115.88012239692388 136.79045884196086 151.2173017589474 74.06410953903897 84.4 80.13 56.90395868168084 46.662518965274614
9 7 7 AMZN 106.45866349398617 114.62413820054807 66.2986685278825 83.3609384881074 0.0 1.9425586297714468 0.593123489053842
10 8 8 APD 111.10764354297439 125.8450702813671 72.31766622829024 82.6899927533652 114.81 117.97 50.227638400666606 39.47760235265585
11 9 9 AVGO 118.23540811671575 139.59379881714588 117.2441262552352 77.7364945612938 110.56 112.7 52.5179634160861 41.90801333540908
12 10 10 BA 128.1404465393117 160.98123119547898 88.48531006610553 80.89585950725527 199.83 199.97 200.0
13 11 11 BAC 87.09798021696596 67.36367760818494 23.21079824744454 88.20551556034 90.86 88.12 68.08723370395644 59.31337794386356
14 12 12 BDX 104.65929065180656 110.18184446244406 72.97435546961759 82.61688665184255 116.64 120.23 62.6679694584948 53.09513094145142
15 13 13 BIDU 71.35695466933336 150.82537602985602 50.89303600738558 85.04031559473167 88.45 85.13 130.30952310285338 135.63074628505646
16 14 14 BMY 128.1404465393117 160.98123119547898 90.95567968235729 80.62281013164436 91.26 90.05 66.26709429528358 57.248659978974956
17 15 15 CAT 114.61720628342474 133.9628473349977 96.44158336374085 80.01753251733713 128.1 134.18 105.64643225045465 105.21027752682537
18 16 16 CCI 78.39553722779273 48.96872890304626 159.04905783769703 73.22762887470552 61.9 53.29 48.35578911035619 37.51941455427019
19 17 17 CHTR 124.77428854792444 154.98194518352693 147.29943186327446 74.48403641387307 141.99 150.4 38.04493031653351 27.228633916550713
20 18 18 CMCSA 120.56228890044041 146.7680629125239 80.20703320891019 81.81299080598593 104.79 108.35 75.10664805626385 68.20633978961776
21 19 19 CME 88.32021649663807 70.163169032576 4.511797640276724 90.32695620119384 95.52 93.92 51.47140411204335 40.79282933144908
22 20 20 COST 92.65292934172115 80.41604288665233 29.777471461040165 87.46295845900838 113.79 115.0 47.45234440811981 36.58364459954663
23 21 21 CRM 114.8979556143155 134.59603167296376 31.04235211720939 87.32008475206904 145.89 159.84 102.21208352453229 100.91497446549263
24 22 22 CSCO 108.89509452774412 120.55997440080642 18.746178656995994 88.71113270927466 107.1 108.2 53.01517678140777 42.44050233000708
25 23 23 CSX 102.28726767293416 104.27713894583977 94.11226458204573 80.27435046413956 110.12 112.16 64.1228187605175 54.74916607300668
26 24 24 CVS 115.1628332055308 135.19103895654334 69.60123396161632 82.99260213904473 93.41 91.29 65.13768489549466 55.90979252844121
27 25 25 CVX 101.11162087557173 101.3396698471697 19.725599735468467 88.60016248859135 51.21 41.41 69.49525492223668 60.95337842784888
28 26 26 D 36.277159683957464 4.3923133815296085 99.3787910455104 79.69408342715397 99.8 99.27 51.44083014699577 40.760366389641874
29 27 27 DE 117.31446240103081 140.52774327374226 128.5273179720373 76.49349721976776 127.25 136.33 55.6101533509663 57.453186220311125
30 28 28 DHR 95.67237135422059 87.79588678965173 50.79498311601876 85.09612376199445 88.68 85.42 87.63603042384139 82.78805519627885
31 29 29 DIS 117.97038768742368 141.3476576227695 51.585485201109805 85.00741815250112 157.08 166.75 53.6723187005601 43.14687042534553
32 30 30 DUK 98.5387706801215 94.91164830660327 93.80538527180786 80.30820557341846 100.6 100.27 44.812355134224056 33.88522180364372
33 31 31 EXC 103.00376278653852 106.0647977464432 93.89700959671126 80.29809703087852 102.59 102.77 54.651759526280095 44.20510797449332
34 32 32 FDX 115.07879950721596 135.00252241230626 96.71748611456337 79.98713109312754 96.52 95.17 35.805472859822956 25.114194866864718
35 33 33 FIS 121.39972109282348 148.46144015856456 71.36466716312022 82.79611953800102 85.69 81.72 50.37824235857091 39.63626807743001
36 34 34 GE 97.030539921646 91.15790200486788 29.692075979701478 87.47260612665734 166.06 175.64 139.26459544519687 146.22351162424394
37 35 35 GILD 122.78842320081804 151.2044952147543 88.84387060198975 80.85620944048239 86.48 82.69 75.29434767603175 67.802408084516
38 36 36 GOOGL 117.39690202812508 140.11321872176285 15.619028191146949 89.06563187577275 144.49 153.22 30.56662352757396 20.354197361697015
39 37 37 GS 108.14557917421003 118.74543520148052 43.33538398231059 85.93435978301807 82.03 77.22 47.80068004231744 36.94371228161387
40 38 38 HD 111.47588720179564 126.71316498144698 140.94083091213471 75.16761426013859 85.07 81.72 50.28784405661076 39.445926743799376
41 39 39 HON 106.3242149963467 114.29369431763827 69.69712189655321 82.9819147655237 108.57 110.23 56.190123944161186 45.880078753481484
42 40 40 IBM 108.03431219494671 118.4751329913031 100.52337011168376 79.5681603795179 103.87 104.36 51.25763582850889 40.56599243772292
43 41 41 INTC 67.42347983438323 30.39471860378832 59.0921660801846 84.16628321210383 99.64 101.37 18.833980889536324 11.620366089371919
44 42 42 ISRG 95.14249257541046 86.49035040805836 435.6197422535535 46.8771394789436 139.05 147.05 47.13457643786253 36.25598063973711
45 43 43 JNJ 85.47903983616393 63.72903613156852 46.0999780071131 85.6234601190366 94.76 92.98 59.24451179214251 49.25049996292883
46 44 44 JPM 96.14957121761044 88.97475154629515 28.089774737718024 87.6536719677413 62.07 53.49 81.70090166000264 75.5222345002856
47 45 45 KO 93.89427105415545 83.43140990057667 94.81272366407265 80.19709303356093 101.28 101.12 60.858025474461805 51.0539972645096
48 46 46 LIN 94.71758823423494 85.4463293760633 50.926631844243246 85.08134922797196 118.81 113.68 68.266979695078 175.39951162067177
49 47 47 LLY 110.14860815214804 123.56822878561087 77.36648575907307 82.1284277575668 163.46 173.14 38.63996175453334 27.798098864965354
50 48 48 LMT 96.41819957919627 89.63955979696466 62.20632693013285 83.81800279203111 117.38 125.16 45.34309960943851 34.939329264522925
51 49 49 LOW 116.33889826394825 137.92406986378234 189.3353217623949 70.03159543658687 107.3 108.64 59.947376666529706 50.03421862699726
52 50 50 LRCX 111.36436095147064 126.45062656347639 56.654371308158304 84.4391961039491 77.81 72.08 82.01036639331404 75.89863458999143
53 51 51 MA 113.49975015534346 131.41764068463203 87.08814654051932 81.05041894995104 152.67 162.13 59.51170703542954 49.54808199123212
54 52 52 MCD 92.30689769604463 79.58085418616103 200.80493414602572 68.83813512817449 111.62 114.02 65.38389391932823 56.192189033719856
55 53 53 MCO 108.47528596387782 119.54500732824769 117.15474894426875 77.74624493920066 125.65 131.24 72.38812745399568 64.35179405953912
56 54 54 MDT 103.95360477390584 108.42969734788738 65.08334985291154 83.49660097222588 81.76 76.89 46.41786455665691 35.51979739263485
57 55 55 MMC 106.29433441741546 114.22021877736745 94.97088536440545 80.17965192275534 116.17 119.66 53.54675194804757 43.01166990391676
58 56 56 MMM 84.19527000128463 60.91079809533632 75.364278020938 82.35099016580031 83.62 79.75 60.38486483879043 51.5498465941439
59 57 57 MO 46.46366404240299 9.33315076334979 150.15313089381092 74.17807375979767 93.09 90.89 45.34309960943851 34.42332481903656
60 58 58 MRK 105.77622967836368 112.94421971054255 61.23857415492767 83.92619124562997 110.04 112.06 69.64043702668118 61.12301790550875
61 59 59 MSFT 105.90678264565783 113.26609475449267 34.682202596069274 86.90924342145904 126.88 132.72 53.13994929576159 42.574394371216634
62 60 60 NEE 102.93782103792881 105.90038834256646 93.04902185130737 80.39166807726498 112.53 115.15 78.39818536790314 71.52441621014867
63 61 61 NFLX 112.50486795295362 129.11959281556602 63.538635447394434 83.66912305027884 151.94 166.33 83.87443950002118 76.7954778466989
64 62 62 NKE 108.46436487562599 119.51855642731759 71.47330758288703 82.78401922678438 108.97 113.97 113.84298999443756 117.48351818421081
65 63 63 NSC 99.32767679702538 96.88076222678136 83.34484792688427 81.46497777526282 99.28 98.62 59.311245457458384 49.3247825186535
66 64 64 NVDA 93.41122596114134 82.25461700620143 62.700597887619296 83.7627615066959 155.25 164.85 13.414528239410988 6.926609061624467
67 65 65 ORCL 109.88032616815163 122.92734777644266 151.93239688512764 73.98756908166904 113.55 116.42 56.64375101617939 46.376925277680336
68 66 66 PEP 95.40290916056749 87.131497664537 97.77589569605215 79.8705418820447 106.19 110.23 63.185501649515984 53.91814705158701
69 67 67 PFE 117.56364635149383 140.47340520393576 38.51337545290791 86.47729235669306 32.3 22.44 114.70505429288828 116.51242007359423
70 68 68 PG 85.74149034150271 64.31230077832718 66.4982436058096 83.33866650904798 98.92 98.17 48.88571746458116 38.07115813063641
71 69 69 PM 104.38485317701632 109.50100591046719 165.37897095334912 72.55448449750119 106.98 108.25 58.28178354168099 48.18188763164932
72 70 70 PYPL 122.93437445668187 151.48799177385294 30.373983336695407 87.39557336211455 136.48 146.26 69.42271695550697 60.19328753757178
73 71 71 SCHW 112.46352254514008 129.0234669420565 14.952194563225467 89.14126159248195 116.44 119.99 56.02865174579789 45.70354212187421
74 72 72 SO 94.31779400878952 84.46652562371243 97.86864923807721 79.86032731897615 106.59 107.75 78.74165200398795 71.93845531637749
75 73 73 SPG 23.066621225274147 1.1854441448309712 166.5488347807699 72.43036891732231 111.74 114.17 81.81690879423003 75.66329877350253
76 74 74 SPGI 106.29533045492393 114.22266821500354 42.94461682589567 85.97832705940108 127.47 133.43 53.924010841730514 43.418194870339185
77 75 75 T 84.50548155918695 61.586410114552315 84.70489526371473 81.31427955954999 75.35 69.11 68.44695398611555 59.731454906145466
78 76 76 TGT 120.35724707358814 146.61361867919015 76.68165276361653 81.98589242825953 51.73 41.98 39.1412072332026 28.280252582031757
79 77 77 TMO 89.96159091752084 73.99122697155062 81.12703233024962 81.71090665619771 111.62 114.02 60.654986860344266 50.826203770832095
80 78 78 TMUS 124.79024447463209 155.01159044367853 114.02702683126816 78.08773453101122 198.33 199.49 67.72843061963653 58.89699852799944
81 79 79 TSLA 112.83350665527689 129.88191763420065 6.712415960927907 90.07679645508908 119.77 124.08 70.8801275387315 62.575536448354775
82 80 80 TXN 98.71173794124277 95.34312077123577 75.48058709889601 82.33805646141853 117.22 120.95 70.07682786261913 61.63351739609634
83 81 81 UNH 113.14122696723271 130.59286903995337 54.19774880444768 84.71445728234814 128.72 134.93 59.98096519542953 50.071745102527345
84 82 82 UNP 101.4085734981912 102.08194911395603 115.61739414938063 77.91402807572778 110.64 116.17 50.07733398077468 39.50929713815176
85 83 83 UPS 104.30999493126451 109.31516556780723 79.63944019713907 81.8759911471089 91.89 89.41 52.85947477389399 42.27357028519867
86 84 84 USB 118.48954010943346 142.45442985947 31.574558421313668 87.25998544929526 92.77 90.49 51.83921687852166 41.1838844914599
87 85 85 V 113.85792020096733 132.2376969692613 57.190344052071175 84.37917303829828 134.52 141.79 69.60412825014774 61.08058325638432
88 86 86 VZ 64.0777140568739 25.824157206441292 102.83569599289274 79.31397201530115 76.79 70.84 46.47492064006991 35.57825810344986
89 87 87 WFC 121.01675823136851 147.69065957371842 29.382279121736765 87.50760782469975 98.36 99.67 28.220788495931853 19.075069084803722
90 88 88 WMT 92.87078189620608 80.94310440425323 56.76675265862425 84.42660967228767 96.76 98.07 86.02451286879457 80.66162547687941
91 89 89 XOM 110.78851532272131 125.08994915257153 24.439785253093458 88.06643919762163 42.45 32.26 80.92883693771323 74.58447727917255

8
indexer/indexer.py
View file

@ -96,19 +96,19 @@ def normalizer():
not_normalized = pd.read_csv('Elaborated_Data/Not_Normalized.csv') # Read Not_normalized .csv
v_values = (200/(1+math.e**( 0.2*(-not_normalized['Valuation'].mean()+not_normalized['Valuation'])))) #VALUATION STAT
v_values = (200/(1+math.e**( 0.5*(-not_normalized['Valuation'].mean()+not_normalized['Valuation'])))) #VALUATION STAT
not_normalized['Valuation'] = v_values
fh_values= (80/not_normalized['Financial Health'].mean())*not_normalized['Financial Health'] #FINANCIAL HEALTH STAT
fh_values= (200/(1+math.e**( 0.5*(not_normalized['Financial Health'].mean()+not_normalized['Financial Health'])))) #FINANCIAL HEALTH STAT
not_normalized['Financial Health'] = fh_values
not_normalized['Estimated Growth'] = not_normalized['Estimated Growth'].str.strip("%").astype("float")
eg_values= (200/(1+math.e**( 0.08*(not_normalized['Estimated Growth'].mean()-not_normalized['Estimated Growth'])))) #ESTIMATED GROWTH STAT
eg_values= (200/(1+math.e**( 0.1*(not_normalized['Estimated Growth'].mean()-not_normalized['Estimated Growth'])))) #ESTIMATED GROWTH STAT
for i in range(len(eg_values)):
eg_values[i] = float(round(eg_values[i],2))
not_normalized['Estimated Growth']= eg_values
pf_values = (200/(1+math.e**( 0.08*(not_normalized['Past Performance'].mean()-not_normalized['Past Performance'])))) #PAST PERFORMANCE
pf_values = (200/(1+math.e**( 0.1*(not_normalized['Past Performance'].mean()-not_normalized['Past Performance'])))) #PAST PERFORMANCE
not_normalized['Past Performance'] = pf_values
# Create normalized dataframe for main page

61
stockingly-frontend/src/components/CompanyCard.vue
View file

@ -11,7 +11,6 @@
</div>
<v-card-item>
<v-card-title>{{ company['short name'] }}</v-card-title>
<v-card-subtitle>{{ company['company name'] }}</v-card-subtitle>
</v-card-item>
<v-card-text class="flex-0" v-if="!props.minimal">
@ -84,32 +83,46 @@ interface Metric {
// Past performance: -100 < x < 0 (RED); = 0 (ORANGE); 0 < x < 100 (GREEN)
const COLORS = {
good: 'success',
warning: 'warning',
bad: 'error'
perfect: '#00BCD4', // teal
best: '#00C853', // green
good: '#8BC34A', // light green
average: '#FFEB3B', // yellow
bad: '#FF9800', // orange
terrible: '#f24544', // red
critical: '#B71C1C' // dark red
};
const metricsData = reactive<Metric[]>([
{
title: 'Valuation',
minValue: 0,
maxValue: 150,
maxValue: 200,
value: c => c['Valuation'],
scale: [
{ gt: 1.1, color: COLORS.bad },
{ gt: 0.9, color: COLORS.warning },
{ color: COLORS.good }
{ gt: 170, color: COLORS.perfect },
{ gt: 140, color: COLORS.best },
{ gt: 110, color: COLORS.good },
{ gt: 85, color: COLORS.average },
{ gt: 55, color: COLORS.bad },
{ gt: 30, color: COLORS.terrible },
{ gt: 0, color: COLORS.critical },
{ color: COLORS.critical }
]
},
{
title: 'Financial Health',
minValue: 0,
maxValue: 500,
maxValue: 200,
value: c => c['Financial Health'],
scale: [
{ gt: 1.1, color: COLORS.bad },
{ gt: 0.9, color: COLORS.warning },
{ color: COLORS.good }
{ gt: 170, color: COLORS.perfect },
{ gt: 140, color: COLORS.best },
{ gt: 110, color: COLORS.good },
{ gt: 85, color: COLORS.average },
{ gt: 55, color: COLORS.bad },
{ gt: 30, color: COLORS.terrible },
{ gt: 0, color: COLORS.critical },
{ color: COLORS.critical }
]
},
{
@ -118,20 +131,30 @@ const metricsData = reactive<Metric[]>([
maxValue: 200,
value: c => c['Estimated Growth'],
scale: [
{ gt: 8, color: COLORS.good },
{ gt: 0, color: COLORS.warning },
{ color: COLORS.bad }
{ gt: 170, color: COLORS.perfect },
{ gt: 140, color: COLORS.best },
{ gt: 110, color: COLORS.good },
{ gt: 85, color: COLORS.average },
{ gt: 55, color: COLORS.bad },
{ gt: 30, color: COLORS.terrible },
{ gt: 0, color: COLORS.critical },
{ color: COLORS.critical }
]
},
{
title: 'Past Performance',
minValue: -100,
minValue: 0,
maxValue: 200,
value: c => c['Past Performance'],
scale: [
{ gt: 5, color: COLORS.good },
{ gt: -5, color: COLORS.warning },
{ gt: -Infinity, color: COLORS.bad }
{ gt: 170, color: COLORS.perfect },
{ gt: 140, color: COLORS.best },
{ gt: 110, color: COLORS.good },
{ gt: 85, color: COLORS.average },
{ gt: 55, color: COLORS.bad },
{ gt: 30, color: COLORS.terrible },
{ gt: 0, color: COLORS.critical },
{ color: COLORS.critical }
]
}
]);