AAPL, GOOGL, MSFT STOCKS TIME SERIES

column

Stocks Price

Summary

     Index              AAPL.Close     GOOGL.Close       MSFT.Close    
 Min.   :2014-01-02   Min.   : 71.4   Min.   : 497.1   Min.   : 34.98  
 1st Qu.:2015-04-07   1st Qu.:103.1   1st Qu.: 587.8   1st Qu.: 46.13  
 Median :2016-07-07   Median :119.5   Median : 772.0   Median : 55.80  
 Mean   :2016-07-06   Mean   :131.3   Mean   : 803.7   Mean   : 63.67  
 3rd Qu.:2017-10-06   3rd Qu.:157.7   3rd Qu.: 993.6   3rd Qu.: 76.00  
 Max.   :2019-01-10   Max.   :232.1   Max.   :1285.5   Max.   :115.61

Row

Factors

	Symbol	P-E Ratio	Price EPS Estimate Next Year	Div Yield	Market Cap
AAPL	AAPL	12.91352	10.50546	0.0177418	727443308544
GOOGL	GOOGL	40.48598	22.87111	NA	746706763776
MSFT	MSFT	42.66886	20.59642	0.0164956	795390050304

Closing

AAPL.Close	GOOGL.Close	MSFT.Close
79.01857	557.1171	37.16
77.28286	553.0530	36.91
77.70428	559.2192	36.13
77.14857	570.0000	36.41
77.63715	571.1862	35.76
76.64571	565.6857	35.53
76.13429	565.6556	36.04
76.53286	562.0521	34.98
78.05572	575.2753	35.78
79.62286	574.8849	36.76
79.17857	578.6887	36.89
77.23857	575.8408	36.38
78.43857	582.4324	36.17
78.78714	583.0931	35.93
79.45428	580.6306	36.06
78.01000	562.4775	36.81
78.64286	551.1661	36.03
72.35714	562.0671	36.27
71.53571	554.0140	36.66
71.39714	568.2632	36.86
71.51428	591.0761	37.84
71.64714	567.2823	36.48
72.68429	569.6497	36.35
73.22714	572.1722	35.82
73.21571	580.5605	36.18
74.24000	589.3093	36.56
75.57000	587.0521	36.80
76.56571	595.6857	37.17
76.56000	593.9390	37.47
77.77571	600.5505	37.61
77.71286	602.0020	37.62
77.99857	606.0460	37.42
76.76714	601.7718	37.51
75.87857	602.6577	37.75
75.03571	602.4975	37.98
75.36429	606.8619	37.69
74.58000	610.6106	37.54
73.90714	610.6957	37.47
75.38143	610.2152	37.86
75.17714	608.4334	38.31
75.39429	601.9470	37.78
75.89143	608.0630	38.41
76.05143	609.7397	38.11
75.82143	610.4154	38.15
75.77715	608.0030	37.90
75.84571	606.3914	37.82
76.58428	600.5956	38.02
76.65857	604.2543	38.27
75.80714	595.1251	37.89
74.95571	586.9870	37.70
75.24857	596.6467	38.05
75.91428	606.2362	39.55
75.89429	600.2252	39.27
75.52857	599.1792	40.33
76.12428	592.1121	40.16
77.02715	579.5446	40.50
77.85571	579.9399	40.34
77.11143	566.5516	39.79
76.78000	557.6977	39.36
76.69428	560.6356	40.30
76.67714	557.8128	40.99
77.37857	568.0130	41.42
77.50714	568.1181	41.35
76.97000	571.5000	41.01
75.97429	545.2500	39.87
74.78142	540.6300	39.80
74.77715	557.5100	39.82
75.76000	567.0400	40.47
74.78286	546.6900	39.36
74.23000	537.7600	39.21
74.52571	545.2000	39.18
73.99429	548.7000	39.75
74.14429	563.9000	40.40
74.99143	543.3400	40.01
75.88143	539.3700	39.94
75.95715	545.5000	39.99
74.96429	537.5100	39.69
81.11000	534.4400	39.86
81.70571	523.1000	39.91
84.87000	522.9800	40.87
84.61857	536.3300	40.51
84.29857	534.8800	40.40
84.49715	538.5300	40.00
84.65429	533.8700	39.69
85.85143	535.3300	39.43
84.91572	522.5700	39.06
84.61857	518.0000	39.42
83.99857	520.1700	39.64
83.64857	526.6200	39.54
84.69000	538.4300	39.97
84.82286	541.5400	40.42
84.83857	534.4100	40.24
84.11714	529.1200	39.60
85.35857	528.3000	39.83
86.37000	538.8300	39.75
86.38715	540.3900	39.68
86.61571	549.7000	40.35
86.75285	555.4500	40.10
87.73286	563.8000	40.12
89.37572	574.8700	40.19
89.14429	570.4500	40.01
90.76857	570.5600	40.34
90.42857	571.6500	40.94
89.80714	564.3400	40.79
91.07714	554.5100	40.29
92.11714	553.7600	40.32
92.47857	564.9300	41.21
92.22429	566.0300	41.48
93.70000	570.7300	41.27
94.25000	568.3000	41.11
93.86000	567.5000	40.86
92.29000	559.5000	40.58
91.28000	560.3500	41.23
92.20000	552.3000	41.50
92.08000	550.6200	41.68
92.18000	560.6600	41.65
91.86000	564.9900	41.51
90.91000	566.5200	41.68
90.83000	574.2900	41.99
90.28000	572.5400	41.75
90.36000	585.9300	42.03
90.90000	584.7700	41.72
91.98000	585.6900	42.25
92.93000	584.6700	41.70
93.52000	591.4900	41.87
93.48000	590.7800	41.90
94.03000	593.0800	41.80
95.97000	590.7600	41.99
95.35000	578.4000	41.78
95.39000	583.3600	41.67
95.04000	580.0400	41.69
95.22000	586.6500	42.09
96.45000	594.2600	42.14
95.32000	593.0600	42.45
94.78000	590.6200	44.08
93.09000	580.8200	44.53
94.43000	605.1100	44.69
93.94000	598.4400	44.84
94.72000	603.5700	44.83
97.19000	605.1900	44.87
97.03000	603.0100	44.40
97.67000	598.0800	44.50
99.02000	599.0200	43.97
98.38000	593.9500	43.89
98.15000	595.4400	43.58
95.60000	579.5500	43.16
96.13000	573.6000	42.86
95.59000	582.2700	43.37
95.12000	573.1400	43.08
94.96000	574.4900	42.74
94.48000	571.8100	43.23
94.74000	577.9400	43.20
95.99000	577.2500	43.20
95.97000	572.1200	43.52
97.24000	584.5600	44.08
97.50000	584.6500	44.27
97.98000	583.7100	44.79
99.16000	592.7000	45.11
100.53000	597.1100	45.33
100.57000	595.4100	44.95
100.58000	592.4200	45.22
101.32000	592.5400	45.15
101.54000	590.5700	45.17
100.89000	588.1200	45.01
102.13000	583.0000	44.87
102.25000	580.3200	44.88
102.50000	582.3600	45.43
103.30000	588.6300	45.09
98.94000	589.5200	44.96
98.12000	593.1400	45.26
98.97000	597.7800	45.91
98.36000	601.6300	46.47
97.99000	591.9700	46.76
101.00000	593.4200	46.84
101.43000	591.1100	47.00
101.66000	584.9000	46.70
101.63000	581.6400	46.24
100.86000	588.7800	46.76
101.58000	593.2900	46.52
101.79000	597.2700	46.68
100.96000	605.4000	47.52
101.06000	597.2700	47.06
102.64000	591.1800	46.56
101.75000	598.4200	47.08
97.87000	585.2500	46.04
100.75000	587.9000	46.41
100.11000	587.8100	46.44
100.75000	588.4100	46.36
99.18000	579.6300	45.90
99.90000	580.8800	45.76
99.62000	586.2500	46.09
99.62000	587.7800	46.09
98.75000	574.1000	45.53
100.80000	583.7400	46.78
101.02000	570.8100	45.85
100.73000	555.1900	44.03
99.81000	544.7500	43.65
98.75000	548.6900	43.73
97.54000	540.7300	43.22
96.26000	536.9200	42.74
97.67000	522.9700	43.63
99.76000	532.3800	44.08
102.47000	538.0300	44.88
102.99000	542.6900	44.38
104.83000	553.6500	45.02
105.22000	548.9000	46.13
105.11000	549.8800	45.91
106.74000	558.9400	46.49
107.34000	558.4500	46.62
106.98000	560.2700	46.05
108.00000	567.8700	46.95
109.40000	563.7700	47.44
108.60000	564.1900	47.57
108.86000	555.9500	47.86
108.70000	551.6900	48.70
109.01000	551.8200	48.68
108.83000	558.2300	48.89
109.70000	561.2900	48.87
111.25000	558.2500	48.78
112.82000	556.4400	49.61
114.18000	555.1900	49.58
113.99000	546.6400	49.46
115.47000	544.5100	48.74
114.67000	547.2000	48.22
116.31000	543.7600	48.70
116.47000	545.8900	47.98
118.63000	547.4800	47.59
117.60000	549.2300	47.47
119.00000	547.7300	47.75
118.93000	549.0800	47.81
115.07000	539.6500	48.62
114.63000	538.5900	48.46
115.93000	536.9700	48.08
115.49000	542.5800	48.84
115.00000	528.0800	48.42
112.40000	530.7300	47.70
114.12000	536.1100	47.59
111.95000	528.0400	46.90
111.62000	532.1100	47.17
109.73000	521.5100	46.95
108.23000	515.8400	46.67
106.75000	498.1600	45.16
109.41000	506.4500	45.74
112.65000	514.6200	47.52
111.78000	520.0400	47.66
112.94000	532.3000	47.98
112.54000	538.7700	48.45
112.01000	536.9300	48.14
113.99000	541.5200	47.88
113.91000	537.3100	47.45
112.52000	535.2800	47.02
110.38000	530.6600	46.45
109.33000	529.5500	46.76
106.25000	519.4600	46.33
106.26000	506.6400	45.65
107.75000	505.1500	46.23
111.89000	506.9100	47.59
112.01000	500.7200	47.19
109.25000	497.0600	46.60
110.22000	501.8000	46.36
109.80000	505.9300	45.96
106.82000	504.0100	45.48
105.99000	510.4600	46.24
108.72000	509.9400	46.39
109.55000	520.3900	45.92
112.40000	537.3000	47.13
112.98000	541.9500	47.18
113.10000	536.7200	47.01
109.14000	521.1900	42.66
115.31000	512.4300	41.19
118.90000	513.2300	42.01
117.16000	537.5500	40.40
118.63000	532.2000	41.28
118.65000	533.3000	41.60
119.56000	526.1000	41.84
119.94000	529.8300	42.45
118.93000	533.8800	42.41
119.72000	529.2800	42.36
122.02000	540.1600	42.60
124.88000	538.0000	42.38
126.46000	546.0100	43.09
127.08000	551.1600	43.87
127.83000	545.0100	43.58
128.72000	542.6500	43.53
128.45000	546.4500	43.50
129.50000	541.8000	43.86
133.00000	535.0000	44.15
132.17000	538.6500	44.09
128.78999	547.3300	43.99
130.42000	559.2900	44.06
128.46001	562.6300	43.85
129.09000	575.0200	43.88
129.36000	578.7900	43.28
128.53999	578.3300	43.06
126.41000	581.4300	43.11
126.60000	572.9000	42.36
127.14000	574.1000	42.85
124.51000	559.8500	42.03
122.24000	555.6900	41.98
124.45000	561.1700	41.02
123.59000	553.0000	41.38
124.95000	561.6400	41.56
127.04000	557.6100	41.70
128.47000	566.1600	42.50
127.50000	563.6700	42.29
125.90000	564.9500	42.88
127.21000	565.3700	42.86
126.69000	577.5400	42.90
123.38000	567.0000	41.46
124.24000	563.6400	41.21
123.25000	557.5500	40.97
126.37000	561.1400	40.96
124.43000	554.7000	40.66
124.25000	549.4900	40.72
125.32000	541.3100	40.29
127.35000	543.9500	41.55
126.01000	544.8600	41.53
125.60000	548.8400	41.42
126.56000	548.0200	41.48
127.10000	548.5400	41.72
126.85000	548.6400	41.76
126.30000	539.7800	41.65
126.78000	541.0400	42.26
126.17000	543.5200	42.16
124.75000	532.7400	41.62
127.60000	544.5300	42.91
126.91000	542.9200	42.64
128.61999	549.1800	42.99
129.67000	557.4600	43.34
130.28000	573.6600	47.87
132.64999	566.1200	48.03
130.56000	564.3700	49.16
128.64000	561.3900	49.06
125.15000	548.7700	48.64
128.95000	551.1600	48.66
128.70000	552.8400	48.24
125.80000	543.0400	47.60
125.01000	535.0800	46.28
125.26000	542.0400	46.70
127.62000	548.9500	47.75
126.32000	545.7800	47.37
125.87000	538.7300	47.35
126.01000	539.4900	47.63
128.95000	549.2000	48.72
128.77000	546.4900	48.30
130.19000	546.6700	48.01
130.07001	549.2800	47.58
130.06000	552.5100	47.58
131.39000	556.8100	47.42
132.53999	554.5200	46.90
129.61999	547.1900	46.59
132.03999	554.2500	47.61
131.78000	554.1800	47.45
130.28000	545.3200	46.86
130.53999	549.2100	47.23
129.96001	553.9500	46.92
130.11999	555.2900	46.85
129.36000	551.6900	46.36
128.64999	549.5300	46.14
127.80000	543.4800	45.73
127.42000	542.1600	45.65
128.88001	552.6000	46.61
128.59000	550.0400	46.44
127.17000	547.4700	45.97
126.92000	543.0000	45.48
127.60000	544.8700	45.83
127.30000	546.6000	45.97
127.88000	556.1800	46.72
126.60000	557.5200	46.10
127.61000	559.6800	46.23
127.03000	563.3900	45.91
128.11000	558.5700	45.64
127.50000	557.9500	45.65
126.75000	553.0600	45.26
124.53000	541.2500	44.37
125.43000	540.0400	44.15
126.60000	543.3000	44.45
126.44000	547.3400	44.40
126.00000	545.6200	44.39
125.69000	550.0300	44.30
122.57000	541.7000	44.24
120.07000	544.6500	44.52
123.28000	556.1100	44.61
125.66000	571.7300	45.54
125.61000	584.1800	45.62
126.82000	583.9600	45.76
128.51000	601.7800	46.66
129.61999	699.6200	46.62
132.07001	692.8400	46.92
130.75000	695.3500	47.28
125.22000	695.1000	45.54
125.16000	674.7300	46.11
124.50000	654.7700	45.94
122.77000	658.2700	45.35
123.38000	659.6600	45.34
122.99000	661.4300	46.29
122.37000	664.5600	46.88
121.30000	657.5000	46.70
118.44000	664.7200	46.81
114.64000	661.2800	47.54
115.40000	673.2900	47.58
115.13000	670.1500	46.62
115.52000	664.3900	46.74
119.72000	663.1400	47.33
113.49000	690.3000	46.41
115.24000	691.4700	46.74
115.15000	686.5100	46.73
115.96000	689.3700	47.00
117.16000	694.1100	47.32
116.50000	688.7300	47.27
115.01000	694.0400	46.61
112.65000	679.4800	45.66
105.76000	644.0300	43.07
103.12000	618.1100	41.68
103.74000	612.4700	40.47
109.69000	659.7400	42.71
112.92000	667.9600	43.90
113.29000	659.6900	43.93
112.76000	647.8200	43.52
107.72000	629.5600	41.82
112.34000	644.9100	43.36
110.37000	637.0500	43.50
109.27000	628.9600	42.61
112.31000	643.8800	43.89
110.15000	643.4100	43.07
112.57000	651.0800	43.29
114.21000	655.3000	43.48
115.31000	652.4700	43.04
116.28000	665.0700	43.98
116.41000	665.5200	44.30
113.92000	671.6700	44.25
113.45000	660.9200	43.48
115.21000	666.9800	44.11
113.40000	653.2000	43.90
114.32000	653.2900	43.87
115.00000	654.9100	43.91
114.71000	640.1500	43.94
112.44000	624.2500	43.29
109.06000	622.6100	43.44
110.30000	638.3700	44.26
109.58000	642.0000	44.61
110.38000	656.9900	45.57
110.78000	671.6800	46.63
111.31000	671.6400	46.75
110.78000	670.0000	46.80
109.50000	667.0000	47.45
112.12000	671.2400	47.11
111.60000	676.4300	47.00
111.79000	683.1700	46.89
110.21000	680.4100	46.68
111.86000	693.0200	47.01
111.04000	695.3200	47.51
111.73000	699.9500	47.62
113.77000	680.0000	47.77
113.76000	671.8000	47.20
115.50000	681.1400	48.03
119.08000	719.3300	52.87
115.28000	731.1200	54.25
114.55000	732.8200	53.69
119.27000	736.9200	53.98
120.53000	744.8500	53.36
119.50000	737.3900	52.64
121.18000	747.7400	53.24
122.57000	748.8200	54.15
122.00000	755.3100	54.40
120.92000	760.6700	54.38
121.06000	761.6000	54.92
120.57000	754.7700	54.16
116.77000	758.2600	53.51
116.11000	765.2500	53.65
115.72000	756.5300	53.32
112.34000	740.0700	52.84
114.18000	750.4200	53.77
113.69000	745.9800	52.97
117.29000	760.0100	53.85
118.78000	759.9400	53.94
119.30000	777.0000	54.19
117.75000	776.7000	54.19
118.88000	769.6300	54.25
118.03000	769.2600	53.69
117.81000	771.9700	53.93
118.30000	762.8500	54.35
117.34000	783.7900	55.22
116.28000	777.8500	55.21
115.20000	768.2000	54.20
119.03000	779.2100	55.91
118.28000	772.9900	55.81
118.23000	775.1400	55.79
115.62000	762.5500	54.98
116.17000	760.0400	55.27
113.18000	750.4200	54.06
112.48000	762.5400	55.14
110.49000	760.0900	55.20
111.34000	776.5900	56.13
108.98000	769.8300	55.70
106.03000	756.8500	54.13
107.33000	760.8000	54.83
107.23000	767.1300	55.35
108.61000	768.5100	55.82
108.03000	765.8400	55.67
106.82000	782.2400	55.95
108.74000	793.9600	56.55
107.32000	790.3000	56.31
105.26000	778.0100	55.48
105.35000	759.4400	54.80
102.71000	761.5300	55.05
100.70000	759.3300	54.05
96.45000	741.0000	52.17
96.96000	730.9100	52.33
98.53000	733.0700	52.30
99.96000	745.3400	52.78
97.39000	719.5700	51.64
99.52000	731.3900	53.11
97.13000	710.4900	50.99
96.66000	719.0800	50.56
96.79000	718.5600	50.79
96.30000	726.6700	50.48
101.42000	745.4600	52.29
99.44000	733.6200	51.79
99.99000	733.7900	52.17
93.42000	717.5800	51.22
94.09000	748.3000	52.06
97.34000	761.3500	55.09
96.43000	770.7700	54.71
94.48000	780.9100	53.00
96.35000	749.3800	52.16
96.60000	730.0300	52.00
94.02000	703.7600	50.16
95.01000	704.1600	49.41
94.99000	701.0200	49.28
94.27000	706.8500	49.71
93.70000	706.3600	49.69
93.99000	706.8900	50.50
96.64000	717.6400	51.09
98.12000	731.9700	52.42
96.26000	717.5100	52.19
96.04000	722.1100	51.82
96.88000	729.0500	52.65
94.69000	717.2900	51.18
96.10000	720.9000	51.36
96.76000	729.1200	52.10
96.91000	724.8600	51.30
96.69000	717.2200	50.88
100.53000	742.1700	52.58
100.75000	739.4800	52.95
101.50000	731.5900	52.35
103.01000	730.2200	52.03
101.87000	712.8000	51.03
101.03000	713.5300	51.65
101.12000	725.4100	52.84
101.17000	732.1700	52.05
102.26000	744.8700	53.07
102.52000	750.2400	53.17
104.58000	750.5700	53.59
105.97000	757.3600	54.35
105.80000	758.4800	54.66
105.92000	755.4100	53.49
105.91000	762.1600	53.86
106.72000	760.0500	54.07
106.13000	757.5600	53.97
105.67000	754.8400	54.21
105.19000	753.2800	53.54
107.68000	765.8900	54.71
109.56000	768.3400	55.05
108.99000	762.9000	55.23
109.99000	769.6700	55.57
111.12000	765.1200	55.43
109.81000	758.5700	54.56
110.96000	768.0700	55.12
108.54000	760.1200	54.46
108.66000	759.4700	54.42
109.02000	757.5400	54.31
110.44000	764.3200	54.65
112.04000	771.9100	55.35
112.10000	775.3900	55.36
109.85000	780.0000	55.65
107.48000	787.6800	56.46
106.91000	776.2500	56.39
107.13000	774.9200	55.59
105.97000	780.0000	55.78
105.68000	737.7700	51.78
105.08000	742.2100	52.11
104.35000	725.3700	51.44
97.82000	721.4600	50.94
94.83000	705.0600	49.90
93.74000	707.8800	49.87
93.64000	714.4100	50.61
95.18000	708.4400	49.78
94.19000	711.3700	49.87
93.24000	714.7100	49.94
92.72000	725.1800	50.39
92.79000	729.1300	50.07
93.42000	739.3800	51.02
92.51000	730.5500	51.05
90.34000	728.0700	51.51
90.52000	724.8300	51.08
93.88000	730.3000	51.83
93.49000	720.1900	50.51
94.56000	721.7800	50.81
94.20000	715.3100	50.32
95.22000	721.7100	50.62
96.43000	717.2500	50.03
97.90000	733.0300	51.59
99.62000	738.1000	52.12
100.41000	736.9300	51.89
100.35000	747.6000	52.32
99.86000	748.8500	53.00
98.46000	748.4600	52.85
97.72000	744.2700	52.48
97.92000	735.8600	51.79
98.63000	730.0600	52.13
99.03000	731.0900	52.10
98.94000	742.9300	52.04
99.65000	742.5200	51.62
98.83000	733.1900	51.48
97.34000	731.8800	50.14
97.46000	733.2500	49.83
97.14000	732.1900	49.69
97.55000	724.2500	50.39
95.33000	704.2500	50.13
95.10000	706.1300	50.07
95.91000	708.8800	51.19
95.55000	710.4700	50.99
96.10000	714.8700	51.91
93.40000	685.2000	49.83
92.04000	681.1400	48.43
93.59000	691.2600	49.44
94.40000	695.1900	50.54
95.60000	703.5300	51.17
95.89000	710.2500	51.16
94.99000	704.8900	51.17
95.53000	708.9700	51.38
95.94000	707.2600	51.38
96.68000	717.7800	52.30
96.98000	727.2000	52.59
97.42000	732.5100	53.21
96.87000	729.4800	53.51
98.79000	735.8000	53.74
98.78000	735.6300	53.70
99.83000	753.2000	53.96
99.87000	753.4100	53.09
99.96000	757.0800	55.91
99.43000	754.4100	55.80
98.66000	759.2800	56.57
97.34000	757.5200	56.73
96.67000	757.6500	56.76
102.95000	761.9700	56.19
104.34000	765.8400	56.21
104.21000	791.3400	56.68
106.05000	800.9400	56.58
104.48000	800.1200	56.58
105.79000	798.9200	56.97
105.87000	797.2500	57.39
107.48000	806.9300	57.96
108.37000	805.2300	58.06
108.81000	807.4800	58.20
108.00000	808.4900	58.02
107.93000	808.2000	58.30
108.18000	807.0500	57.94
109.48000	805.9600	58.12
109.38000	801.1900	57.44
109.22000	805.4200	57.56
109.08000	802.7500	57.60
109.36000	799.6500	57.62
108.51000	796.9500	57.67
108.85000	796.5900	57.89
108.03000	793.6000	57.95
107.57000	791.3000	58.17
106.94000	793.2200	58.03
106.82000	795.8200	58.10
106.00000	791.9200	57.89
106.10000	789.8500	57.46
106.73000	791.4000	57.59
107.73000	796.8700	57.67
107.70000	808.0200	57.61
108.36000	807.9900	57.66
105.52000	802.8400	57.43
103.13000	788.4800	56.21
105.44000	798.8200	57.05
107.95000	788.7200	56.53
111.77000	790.4600	56.26
115.57000	801.2300	57.19
114.92000	797.9700	57.25
113.58000	795.3900	56.93
113.57000	799.7800	56.81
113.55000	805.0300	57.76
114.62000	815.9500	57.82
112.71000	814.9600	57.43
112.88000	802.6500	56.90
113.09000	810.7300	57.95
113.95000	810.0600	58.03
112.18000	802.6400	57.40
113.05000	804.0600	57.60
112.52000	800.3800	57.42
113.00000	802.7900	57.24
113.05000	801.2300	57.64
113.89000	803.0800	57.74
114.06000	800.7100	57.80
116.05000	814.1700	58.04
116.30000	809.5700	57.19
117.34000	811.7700	57.11
116.98000	804.0800	56.92
117.63000	804.6000	57.42
117.55000	806.8400	57.22
117.47000	821.4900	57.66
117.12000	826.8400	57.53
117.06000	821.6300	57.25
116.60000	824.0600	59.66
117.65000	835.7400	61.00
118.25000	828.5500	60.99
115.59000	822.1000	60.63
114.48000	817.3500	60.10
113.72000	819.5600	59.87
113.54000	809.9000	59.92
111.49000	805.4800	59.80
111.59000	788.4200	59.43
109.83000	782.1900	59.21
108.84000	781.1000	58.71
110.41000	802.0300	60.42
111.06000	811.9800	60.47
110.88000	805.5900	60.17
107.79000	780.2900	58.70
108.43000	771.7500	59.02
105.71000	753.2200	58.12
107.11000	775.1600	58.87
109.99000	779.9800	59.65
109.95000	786.1600	60.64
110.06000	775.9700	60.35
111.73000	784.8000	60.86
111.80000	785.0000	61.12
111.23000	779.0000	60.40
111.79000	780.2300	60.53
111.57000	785.7900	60.61
111.46000	789.4400	61.09
110.52000	775.8800	60.26
109.49000	764.3300	59.20
109.90000	764.4600	59.25
109.11000	778.2200	60.22
109.95000	776.1800	59.95
111.03000	791.4700	61.37
112.12000	795.1700	61.01
113.95000	809.4500	61.97
113.30000	807.9000	62.17
115.19000	815.3400	62.98
115.19000	817.8900	62.68
115.82000	815.6500	62.58
115.97000	809.8400	62.30
116.64000	812.5000	63.62
116.95000	815.2000	63.54
117.06000	812.2000	63.54
116.29000	809.6800	63.55
116.52000	807.8000	63.24
117.26000	809.9300	63.28
116.76000	804.5700	62.99
116.73000	802.8800	62.90
115.82000	792.4500	62.14
116.15000	808.0100	62.58
116.02000	807.7700	62.30
116.61000	813.0200	62.30
117.91000	825.2100	62.84
118.99000	827.1800	62.64
119.11000	826.0100	62.62
119.75000	829.8600	63.19
119.25000	829.5300	62.61
119.04000	830.9400	62.70
120.00000	827.4600	62.53
119.99000	829.0200	62.50
119.78000	824.3700	62.30
120.00000	828.1700	62.74
120.08000	844.4300	62.96
119.97000	849.5300	63.52
121.88000	858.4500	63.68
121.94000	856.9800	64.27
121.95000	845.0300	65.78
121.63000	823.8300	65.13
121.35000	820.1900	64.65
128.75000	815.2400	63.58
128.53000	818.2600	63.17
129.08000	820.1300	63.68
130.28999	821.6200	63.64
131.53000	829.2300	63.43
132.03999	829.8800	63.34
132.42000	830.0600	64.06
132.11999	834.8500	64.00
133.28999	838.9600	64.72
135.02000	840.0300	64.57
135.51000	837.3200	64.53
135.35001	842.1700	64.52
135.72000	846.5500	64.62
136.70000	849.2700	64.49
137.11000	851.3600	64.36
136.53000	851.0000	64.62
136.66000	847.8100	64.62
136.92999	849.6700	64.23
136.99000	844.9300	63.98
139.78999	856.7500	64.94
138.96001	849.8500	64.01
139.78000	849.0800	64.25
139.34000	847.2700	64.27
139.52000	851.1500	64.40
139.00000	853.6400	64.99
138.67999	857.8400	64.73
139.14000	861.4100	64.93
139.20000	864.5800	64.71
138.99000	865.9100	64.41
140.46001	868.3900	64.75
140.69000	870.0000	64.64
139.99000	872.3700	64.87
141.46001	867.9100	64.93
139.84000	850.1400	64.21
141.42000	849.8000	65.03
140.92000	839.6500	64.87
140.64000	835.1400	64.98
140.88001	838.5100	65.10
143.80000	840.6300	65.29
144.11999	849.8700	65.47
143.92999	849.4800	65.71
143.66000	847.8000	65.86
143.70000	856.7500	65.55
144.77000	852.5700	65.73
144.02000	848.9100	65.56
143.66000	845.1000	65.73
143.34000	842.1000	65.68
143.17000	841.7000	65.53
141.63001	839.8800	65.48
141.80000	841.4600	65.23
141.05000	840.1800	64.95
141.83000	855.1300	65.48
141.20000	853.9900	65.39
140.67999	856.5100	65.04
142.44000	860.0800	65.50
142.27000	858.9500	66.40
143.64000	878.9300	67.53
144.53000	888.8400	67.92
143.67999	889.1400	67.83
143.78999	891.4400	68.27
143.64999	924.5200	68.46
146.58000	932.8200	69.41
147.51000	937.0900	69.30
147.06000	948.4500	69.08
146.53000	954.7200	68.81
148.96001	950.2800	69.00
153.01000	958.6900	68.94
153.99000	956.7100	69.04
153.26000	954.8400	69.31
153.95000	955.8900	68.46
156.10001	955.1400	68.38
155.70000	959.2200	68.43
155.47000	964.6100	69.41
150.25000	942.1700	67.48
152.53999	950.5000	67.71
153.06000	954.6500	67.69
153.99000	964.0700	68.45
153.80000	970.5500	68.68
153.34000	977.6100	68.77
153.86999	991.8600	69.62
153.61000	993.2700	69.96
153.67000	996.1700	70.41
152.76000	987.0900	69.84
153.17999	988.2900	70.10
155.45000	996.1200	71.76
153.92999	1003.8800	72.28
154.45000	996.6800	72.52
155.36999	1001.5000	72.39
154.99000	1004.2800	71.95
148.98000	970.1200	70.32
145.42000	961.8100	69.78
146.59000	970.5000	70.65
145.16000	967.9300	70.27
144.28999	960.1800	69.90
142.27000	958.6200	70.00
146.34000	975.2200	70.87
145.01000	968.9900	69.91
145.86999	978.5900	70.27
145.63001	976.6200	70.26
146.28000	986.0900	71.21
145.82001	972.0900	70.53
143.73000	948.0900	69.21
145.83000	961.0100	69.80
143.67999	937.8200	68.49
144.02000	929.6800	68.93
143.50000	919.4600	68.17
144.09000	932.2600	69.08
142.73000	927.6900	68.57
144.17999	940.8100	69.46
145.06000	951.0000	69.98
145.53000	953.5300	69.99
145.74000	967.6600	71.15
147.77000	968.8500	71.77
149.03999	976.9100	72.78
149.56000	975.9600	73.35
150.08000	986.9500	73.30
151.02000	992.7700	73.86
150.34000	992.1900	74.22
150.27000	993.8400	73.79
152.09000	998.3100	73.60
152.74000	969.0300	74.19
153.46001	965.3100	74.05
150.56000	952.5100	73.16
149.50000	958.3300	73.04
148.73000	945.5000	72.70
150.05000	946.5600	72.58
157.14000	947.6400	72.26
155.57001	940.3000	72.15
156.39000	945.7900	72.68
158.81000	945.7500	72.40
160.08000	944.1900	72.79
161.06000	940.0800	72.47
155.32001	923.5900	71.41
157.48000	930.0900	72.50
159.85001	938.9300	73.59
161.60001	938.0800	73.22
160.95000	944.2700	73.65
157.86000	927.6600	72.40
157.50000	926.1800	72.49
157.21001	920.8700	72.15
159.78000	940.4000	73.16
159.98000	942.5800	72.72
159.27000	936.8900	72.69
159.86000	930.5000	72.82
161.47000	928.1300	72.83
162.91000	935.7500	73.05
163.35001	943.6300	74.01
164.00000	955.2400	74.77
164.05000	951.9900	73.94
162.08000	941.4800	73.61
161.91000	942.0200	73.40
161.26000	949.8900	74.34
158.63001	941.4100	73.98
161.50000	943.2900	74.76
160.86000	946.6500	74.68
159.64999	950.4400	75.21
158.28000	940.1300	74.77
159.88001	935.2900	75.31
158.67000	929.7500	75.16
158.73000	936.8600	75.44
156.07001	947.5400	74.94
153.39000	947.5500	74.21
151.89000	943.2600	74.41
150.55000	934.2800	73.26
153.14000	937.4300	73.26
154.23000	959.9000	73.85
153.28000	964.8100	73.87
154.11999	973.7200	74.49
153.81000	967.4700	74.61
154.48000	972.0800	74.26
153.48000	966.7800	74.69
155.39000	985.1900	75.97
155.30000	993.6400	76.00
155.84000	992.3100	76.29
155.89999	987.8000	76.29
156.55000	1005.6500	76.42
156.00000	1005.6500	77.12
156.99000	1007.8700	77.49
159.88001	1009.3500	77.65
160.47000	1011.0000	77.59
159.76000	1012.7400	77.61
155.98000	1001.8400	77.91
156.25000	1005.0700	78.81
156.17000	985.5400	78.83
157.10001	988.4900	78.86
156.41000	991.4600	78.63
157.41000	991.4200	78.76
163.05000	1033.6700	83.81
166.72000	1033.1300	83.89
169.03999	1033.0400	83.18
166.89000	1042.6000	83.18
168.11000	1042.9700	84.05
172.50000	1049.9900	84.14
174.25000	1042.6801	84.47
174.81000	1052.3900	84.27
176.24000	1058.2900	84.56
175.88001	1047.7200	84.09
174.67000	1044.1500	83.87
173.97000	1041.2000	83.93
171.34000	1041.6400	84.05
169.08000	1036.4100	82.98
171.10001	1048.4700	83.20
170.14999	1035.8900	82.40
169.98000	1034.6600	82.53
173.14000	1050.3000	83.72
174.96001	1051.9200	83.11
174.97000	1056.5200	83.26
174.09000	1072.0100	83.87
173.07001	1063.2900	84.88
169.48000	1037.3800	83.34
171.85001	1036.1700	84.17
171.05000	1025.0699	84.26
169.80000	1011.8700	81.08
169.64000	1019.6000	81.59
169.01000	1032.7200	82.78
169.32001	1044.5699	82.49
169.36999	1049.3800	84.16
172.67000	1051.9700	85.23
171.70000	1048.7700	85.58
172.27000	1051.3900	85.35
172.22000	1057.4700	84.69
173.97000	1072.0000	86.85
176.42000	1085.0900	86.38
174.53999	1079.7800	85.83
174.35001	1073.5601	85.52
175.01000	1070.8500	85.50
175.01000	1068.8600	85.51
170.57001	1065.8500	85.40
170.60001	1060.2000	85.71
171.08000	1055.9500	85.72
169.23000	1053.4000	85.54
172.26000	1073.2100	85.95
172.23000	1091.5200	86.35
173.03000	1095.7600	87.11
175.00000	1110.2900	88.19
174.35001	1114.2100	88.28
174.33000	1112.7900	88.22
174.28999	1110.1400	87.82
175.28000	1112.0500	88.08
177.09000	1130.6500	89.60
176.19000	1130.7000	88.35
179.10001	1139.1000	90.14
179.26000	1135.9700	90.10
178.46001	1143.5000	90.00
177.00000	1164.1600	91.61
177.03999	1176.1700	91.90
174.22000	1171.2900	91.82
171.11000	1182.1400	92.33
171.51000	1187.5601	94.06
167.96001	1186.4800	93.92
166.97000	1177.3700	92.74
167.42999	1182.2200	95.01
167.78000	1181.5900	94.26
160.50000	1119.2000	91.78
156.49000	1062.3900	88.00
163.03000	1084.4301	91.33
159.53999	1055.4100	89.61
155.14999	1007.7100	85.01
156.41000	1046.2700	88.18
162.71001	1054.5601	89.13
164.34000	1054.1400	89.83
167.36999	1072.7000	90.81
172.99000	1091.3600	92.66
172.42999	1095.5000	92.00
171.85001	1103.5900	92.72
171.07001	1113.7500	91.49
172.50000	1109.9000	91.73
175.50000	1128.0900	94.06
178.97000	1143.7000	95.42
178.39000	1117.5100	94.20
178.11999	1103.9200	93.77
175.00000	1071.4100	92.85
176.21001	1084.1400	93.05
176.82001	1094.7600	93.64
176.67000	1100.9000	93.32
175.03000	1115.0400	93.86
176.94000	1129.3800	94.43
179.98000	1160.8400	96.54
181.72000	1165.9301	96.77
179.97000	1139.9100	94.41
178.44000	1148.8900	93.85
178.64999	1150.6100	94.18
178.02000	1134.4200	94.60
175.30000	1100.0699	92.89
175.24000	1095.8000	93.13
171.27000	1094.0000	92.48
168.85001	1053.1500	89.79
164.94000	1026.5500	87.18
172.77000	1054.0900	93.78
168.34000	1006.9400	89.47
166.48000	1005.1800	89.39
167.78000	1037.1400	91.27
166.67999	1012.6300	88.52
168.39000	1018.6800	89.71
171.61000	1029.7100	92.33
172.80000	1032.6400	92.38
168.38001	1009.9500	90.23
170.05000	1020.0900	90.77
173.25000	1036.5000	92.88
172.44000	1025.0601	91.86
174.14000	1037.2900	93.58
174.73000	1036.0400	93.08
175.82001	1046.1000	94.17
178.24000	1079.3600	96.07
177.84000	1075.3900	96.44
172.80000	1089.4500	96.11
165.72000	1077.3199	95.00
165.24000	1073.8101	95.35
162.94000	1022.6400	93.12
163.64999	1022.9900	92.31
164.22000	1043.3101	94.26
162.32001	1031.4500	95.82
165.26000	1018.5800	93.52
169.10001	1040.7500	95.00
176.57001	1026.0500	93.51
176.89000	1026.3000	94.07
183.83000	1051.0000	95.16
185.16000	1059.4600	96.22
186.05000	1058.5900	95.81
187.36000	1088.9500	96.94
190.03999	1105.4700	97.91
188.59000	1103.3800	97.70
188.14999	1106.6000	98.03
186.44000	1084.8700	97.32
188.17999	1084.0900	97.15
186.99000	1081.2600	96.18
186.31000	1069.6400	96.36
187.63001	1084.0100	97.60
187.16000	1075.3101	97.50
188.36000	1085.9600	98.66
188.14999	1085.4500	98.31
188.58000	1084.0800	98.36
187.89999	1068.0699	98.01
187.50000	1077.4700	98.95
186.86999	1100.0000	98.84
190.24000	1135.0000	100.79
191.83000	1153.0400	101.67
193.31000	1151.0200	102.19
193.98000	1146.9500	102.49
193.46001	1134.4200	100.88
191.70000	1132.7100	101.63
191.23000	1140.9000	101.05
192.28000	1148.1899	101.31
190.70000	1144.2300	100.85
190.80000	1160.1100	101.42
188.84000	1159.2700	100.13
188.74000	1183.5800	100.86
185.69000	1178.6899	100.86
186.50000	1184.0699	101.87
185.46001	1169.4399	101.14
184.92000	1169.2900	100.41
182.17000	1139.2800	98.39
184.42999	1132.6200	99.08
184.16000	1116.9399	97.54
185.50000	1126.7800	98.63
185.11000	1129.1899	98.61
187.17999	1142.1100	100.01
183.92000	1116.2800	99.05
185.39999	1141.2900	99.76
187.97000	1155.0800	101.16
190.58000	1167.2800	101.85
190.35001	1167.1400	102.12
187.88001	1171.4600	101.98
191.03000	1201.2600	104.19
191.33000	1204.4200	105.43
190.91000	1196.5100	104.91
191.45000	1213.0800	105.95
190.39999	1212.9100	105.12
191.88001	1199.1000	104.40
191.44000	1197.8800	106.27
191.61000	1211.0000	107.97
193.00000	1258.1500	107.66
194.82001	1275.9399	110.83
194.21001	1285.5000	109.62
190.98000	1252.8900	107.68
189.91000	1230.0400	105.37
190.28999	1227.2200	106.08
201.50000	1232.9900	106.28
207.39000	1241.1300	107.57
207.99000	1238.1600	108.04
209.07001	1237.6700	108.13
207.11000	1255.8400	108.88
207.25000	1261.3300	109.49
208.88001	1264.4600	109.67
207.53000	1252.5100	109.00
208.86999	1248.6400	108.21
209.75000	1258.1400	109.56
210.24000	1232.2200	107.66
213.32001	1224.0601	107.64
217.58000	1215.8500	107.58
215.46001	1221.9500	106.87
215.03999	1217.4100	105.98
215.05000	1221.7500	107.06
215.49000	1221.1600	107.56
216.16000	1236.7500	108.40
217.94000	1256.2700	109.60
219.70000	1245.8600	110.26
222.98000	1264.6500	112.02
225.03000	1254.4399	111.95
227.63001	1231.8000	112.33
228.36000	1211.3101	111.71
226.86999	1199.1000	108.49
223.10001	1183.9900	108.74
221.30000	1177.5900	108.21
218.33000	1175.0601	109.38
223.85001	1189.9900	111.24
221.07001	1171.6000	111.71
226.41000	1182.1400	112.91
223.84000	1177.9800	113.37
217.88001	1159.8300	112.14
218.24000	1167.1100	113.21
218.36999	1174.2700	111.70
220.03000	1191.5699	113.57
217.66000	1172.1200	114.26
220.78999	1179.5601	114.67
222.19000	1193.8900	114.45
220.42000	1194.0601	113.98
224.95000	1207.3600	114.41
225.74000	1207.0800	114.37
227.26000	1208.5300	115.61
229.28000	1207.6400	115.15
232.07001	1211.5300	115.17
227.99000	1177.0699	112.79
224.28999	1167.8300	112.13
223.77000	1155.9200	110.85
226.86999	1145.1700	112.26
216.36000	1092.1600	106.16
214.45000	1090.7400	105.91
222.11000	1120.5400	109.57
217.36000	1102.4399	107.60
222.14999	1133.0800	111.00
221.19000	1127.5900	110.71
216.02000	1097.9100	108.50
219.31000	1105.1801	108.66
220.64999	1111.3700	109.63
222.73000	1114.9100	108.10
215.09000	1057.1200	102.32
219.80000	1103.5900	108.30
216.30000	1083.7500	106.96
212.24000	1034.7300	103.85
213.30000	1049.5100	103.73
218.86000	1090.5800	106.81
222.22000	1085.9800	105.92
207.48000	1071.4900	106.16
201.59000	1055.7300	107.51
203.77000	1069.5699	107.72
209.95000	1108.2400	111.96
208.49000	1094.6300	111.75
204.47000	1077.0200	109.57
194.17000	1049.3600	106.87
192.23000	1047.9700	106.94
186.80000	1054.5800	104.97
191.41000	1071.0500	107.28
193.53000	1068.2700	108.29
185.86000	1027.4200	104.62
176.98000	1030.4500	101.71
176.78000	1043.4301	103.11
172.28999	1030.1000	103.07
174.61999	1055.9399	106.47
174.24000	1052.2800	107.14
180.94000	1091.7900	111.12
179.55000	1094.5800	110.19
178.58000	1109.6500	110.89
184.82001	1116.3600	112.09
176.69000	1062.4700	108.52
174.72000	1078.0800	109.19
168.49000	1046.5800	104.82
169.60001	1053.1801	107.59
168.63001	1061.6500	108.59
169.10001	1073.7300	109.08
170.95000	1073.5400	109.45
165.48000	1051.7100	106.03
163.94000	1025.6500	102.89
166.07001	1043.4100	103.97
160.89000	1035.4600	103.69
156.83000	1023.5800	101.51
150.73000	991.2500	98.23
146.83000	984.6700	94.13
157.17000	1047.8500	100.56
156.14999	1052.9000	101.18
156.23000	1046.6801	100.39
157.74000	1044.9600	101.57
157.92000	1054.6801	101.12
142.19000	1025.4700	97.40
148.26000	1078.0699	101.93
147.92999	1075.9200	102.06
150.75000	1085.3700	102.80
153.31000	1081.6500	104.27
153.80000	1078.8300	103.60

Row

Important Discoveries / Year

AAPL GOOGL MSFT

Factors

	Symbol	P-E Ratio	Price EPS Estimate Next Year	Div Yield	Market Cap
AAPL	AAPL	12.91352	10.50546	0.0177418	727443308544
GOOGL	GOOGL	40.48598	22.87111	NA	746706763776
MSFT	MSFT	42.66886	20.59642	0.0164956	795390050304

Column

CONTENT

Stock price:
Google’s stock price steadily rised in the past 5 years.

The Apple and Microsoft have been steady growing trends.
However, Microsoft has the lowest price.

Key factors:

Microsoft has the largest market cap while Apple has the smaller market cap.
Apple has the lowest EPS estimated next year.
Microsoft has the highest PE ratio while Apple has the lowest PE ratio.

Stock volume:

Microsoft has the lowest trading volume among the stocks.

From bollinger bands:

Apple has a big drop in last December while Microsoft is relative stable recently.

In conclusion, Microsoft is the stock to choose. + It has the highest stock return. + It has a steady trading volume.