S&P500 全銘柄の下落率ランキング 2018

数日前に主要銘柄の下落率ランキングを作成しましたが、せっかくなのでS&P500全銘柄の下落率ランキングを作成してみました。

数ヶ月という短期間の下落率ですが、半分以下になった銘柄が結構あるんですね(汗)

条件は前回と同じです。表の最後に記載しておきます。

表の「最高値から回復の割合」は100%を超えるものは対象期間の最高値よりも現在の株価が上昇しているものです。BAなどが該当します。

銘柄(ティッカー名)をタップするとそれぞれのYahooの個別銘柄ページにとびます。

前回も思ったのですが、ブログ村のバ◯フェット太郎10種の下落率がとても低くて(IBM除く)、ある程度ディフェンシブな値動きだったのがよくわかります。

近々、これらの銘柄の値動きをプログラム(python)でもう少し分析してみたいと思います

順位	銘柄	最高値からの最大下落率	現在株価 (2019/2/13)	最高値から回復の割合	最高値	最安値
1	NFX	-58.7%	16.35	54.2%	30.14	12.45
2	COTY	-58.1%	10.87	77.0%	14.12	5.91
3	NKTR	-58.1%	42.26	60.6%	69.76	29.22
4	NVDA	-57.5%	151.17	51.6%	292.76	124.46
5	PRGO	-55.0%	48.42	60.1%	80.55	36.28
6	DVN	-54.1%	25.96	58.5%	44.36	20.37
7	AMD	-53.0%	22.82	66.8%	34.14	16.03
8	CPRI	-53.0%	45.49	59.9%	75.96	35.68
9	ALGN	-52.7%	254.32	63.8%	398.88	188.57
10	NBL	-52.5%	21.21	58.9%	35.99	17.11
11	HES	-52.4%	55.14	73.7%	74.81	35.59
12	WDC	-52.0%	47.26	67.1%	70.43	33.83
13	GE	-51.7%	9.98	72.4%	13.78	6.66
14	APA	-50.9%	31.08	62.1%	50.03	24.56
15	FLR	-50.9%	36.64	60.5%	60.60	29.78
16	NOV	-50.3%	28.81	59.0%	48.82	24.27
17	DXC	-49.2%	67.05	69.3%	96.75	49.19
18	ATVI	-48.4%	41.67	49.2%	84.68	43.71
19	MRO	-48.1%	15.45	63.8%	24.20	12.57
20	SLB	-48.0%	44.06	65.5%	67.31	34.99
21	CAG	-47.4%	23.73	61.7%	38.43	20.22
22	TIF	-47.2%	89.73	64.8%	138.41	73.04
23	MU	-47.1%	40.40	75.3%	53.68	28.39
24	SIVB	-46.6%	242.13	72.7%	332.90	177.70
25	WYNN	-46.1%	126.13	75.5%	166.99	90.06
26	MAT	-45.6%	16.47	98.5%	16.72	9.09
27	URI	-45.5%	131.41	76.0%	173.00	94.28
28	PVH	-45.2%	114.33	72.5%	157.63	86.46
29	XEC	-45.0%	72.90	72.0%	101.19	55.62
30	EA	-44.8%	102.33	76.4%	134.00	73.91
31	AMG	-44.8%	106.17	66.2%	160.27	88.47
32	FTI	-44.7%	22.61	68.7%	32.91	18.20
33	HBI	-44.6%	18.60	89.1%	20.87	11.57
34	MHK	-44.3%	143.14	72.9%	196.30	109.35
35	APC	-43.9%	42.80	59.4%	72.05	40.40
36	VLO	-43.8%	82.33	67.3%	122.42	68.81
37	BHGE	-43.5%	24.74	69.6%	35.55	20.09
38	BBY	-43.4%	59.86	70.9%	84.37	47.72
39	IVZ	-43.3%	18.57	68.4%	27.14	15.38
40	ADS	-43.0%	169.04	67.5%	250.27	142.58
41	AMAT	-42.9%	40.69	80.8%	50.39	28.79
42	WY	-42.7%	25.33	70.8%	35.79	20.52
43	CTL	-42.3%	14.55	60.1%	24.20	13.97
44	HAL	-42.0%	30.84	72.4%	42.57	24.70
45	CXO	-42.0%	116.50	72.4%	160.81	93.31
46	IPGP	-41.8%	147.15	81.8%	179.79	104.64
47	FDX	-41.8%	185.45	71.5%	259.25	150.94
48	NWL	-41.8%	21.56	79.7%	27.04	15.75
49	TPR	-41.1%	35.35	65.0%	54.35	32.03
50	TXT	-40.6%	53.79	73.8%	72.87	43.27
51	FCX	-40.6%	11.49	71.1%	16.16	9.60
52	APTV	-40.5%	77.16	78.1%	98.77	58.80
53	ABMD	-40.4%	358.08	77.9%	459.75	274.02
54	ANET	-40.3%	238.45	76.1%	313.37	187.08
55	NFLX	-40.2%	359.97	93.1%	386.80	231.23
56	BHF	-39.7%	40.68	85.9%	47.33	28.52
57	HP	-39.6%	56.05	76.0%	73.74	44.56
58	WRK	-39.5%	38.71	66.5%	58.22	35.20
59	FANG	-39.5%	98.68	70.1%	140.78	85.19
60	FBHS	-39.4%	47.07	80.9%	58.21	35.27
61	HFC	-38.9%	54.77	71.5%	76.56	46.75
62	STI	-38.7%	65.56	87.3%	75.08	46.05
63	MPC	-38.6%	61.87	69.9%	88.45	54.29
64	EOG	-38.6%	95.63	71.6%	133.53	82.04
65	CELG	-38.5%	89.08	93.5%	95.30	58.59
66	STX	-38.1%	45.39	79.4%	57.20	35.38
67	NTAP	-38.1%	67.14	76.2%	88.08	54.50
68	GS	-38.1%	194.49	79.4%	245.08	151.70
69	DISH	-38.0%	31.26	83.4%	37.47	23.22
70	RF	-38.0%	15.47	77.4%	19.99	12.39
71	KEY	-37.7%	17.23	78.6%	21.91	13.66
72	AMP	-37.5%	128.83	84.1%	153.15	95.69
73	PXD	-37.3%	141.39	74.5%	189.78	119.08
74	AAPL	-36.9%	170.89	73.5%	232.35	146.59
75	FLS	-36.9%	45.77	80.5%	56.86	35.88
76	WMB	-36.8%	26.73	83.0%	32.22	20.36
77	PSX	-36.7%	94.00	75.8%	123.97	78.44
78	CMA	-36.7%	84.26	83.7%	100.64	63.69
79	FLIR	-36.6%	50.84	79.6%	63.88	40.52
80	AMZN	-36.3%	1638.01	79.9%	2050.50	1307.00
81	AGN	-36.1%	138.80	70.5%	197.00	125.84
82	EFX	-36.1%	108.42	78.2%	138.69	88.68
83	DVA	-36.0%	57.36	76.0%	75.43	48.25
84	KHC	-36.0%	48.11	74.0%	64.99	41.60
85	EIX	-35.9%	60.07	84.6%	71.00	45.50
86	STT	-35.8%	69.51	77.1%	90.20	57.87
87	AIG	-35.8%	43.83	77.8%	56.36	36.16
88	LRCX	-35.7%	179.25	93.9%	190.80	122.64
89	C	-35.6%	62.67	83.3%	75.24	48.42
90	SYF	-35.6%	30.44	90.0%	33.82	21.78
91	XRX	-35.4%	30.09	104.6%	28.77	18.58
92	EMN	-35.0%	81.34	78.5%	103.62	67.40
93	QRVO	-34.9%	65.18	75.4%	86.50	56.33
94	SWKS	-34.8%	83.58	86.8%	96.25	62.71
95	JWN	-34.8%	45.75	68.2%	67.06	43.70
96	ETFC	-34.7%	47.47	76.7%	61.87	40.41
97	LH	-34.7%	146.59	80.2%	182.75	119.38
98	FB	-34.7%	165.04	87.6%	188.30	123.02
99	PKG	-34.5%	97.20	81.8%	118.88	77.90
100	JEF	-34.4%	20.48	82.9%	24.70	16.20
101	UNM	-34.3%	36.03	88.4%	40.76	26.77
102	MYL	-34.3%	31.74	80.2%	39.59	26.03
103	ALXN	-34.2%	124.26	88.3%	140.77	92.56
104	M	-33.9%	24.79	59.0%	41.99	27.74
105	BR	-33.9%	99.38	71.9%	138.24	91.34
106	RHI	-33.9%	65.49	82.0%	79.91	52.83
107	PFG	-33.9%	48.80	79.8%	61.12	40.42
108	CFG	-33.9%	36.02	86.3%	41.76	27.62
109	ARNC	-33.8%	17.92	75.9%	23.60	15.63
110	HII	-33.7%	214.27	81.7%	262.32	173.80
111	LYB	-33.5%	85.46	73.3%	116.63	77.52
112	CPRT	-33.5%	53.26	79.4%	67.08	44.61
113	TGT	-33.5%	70.41	77.9%	90.39	60.15
114	LKQ	-33.4%	26.70	76.9%	34.74	23.14
115	MCHP	-33.2%	91.51	93.1%	98.26	65.67
116	MAS	-33.1%	36.78	91.0%	40.40	27.03
117	ALB	-33.1%	80.45	74.9%	107.42	71.89
118	RCL	-33.0%	116.29	87.0%	133.60	89.48
119	MAC	-32.9%	43.83	71.9%	60.95	40.90
120	AOS	-32.9%	50.89	83.3%	61.08	41.01
121	HBAN	-32.7%	13.86	83.9%	16.52	11.12
122	KLAC	-32.6%	107.20	89.6%	119.70	80.65
123	NTRS	-32.6%	92.05	81.7%	112.73	75.96
124	AAL	-32.6%	35.75	81.5%	43.89	29.59
125	CCL	-32.6%	56.57	83.6%	67.69	45.64
126	LNC	-32.6%	60.50	84.9%	71.27	48.07
127	RL	-32.5%	126.66	89.4%	141.62	95.63
128	DFS	-32.4%	69.72	86.8%	80.36	54.36
129	VIAB	-32.3%	28.39	82.4%	34.44	23.31
130	NCLH	-32.2%	51.82	89.2%	58.09	39.36
131	HOG	-32.2%	35.98	77.8%	46.22	31.36
132	WCG	-32.1%	268.21	82.5%	324.99	220.63
133	DWDP	-32.0%	53.36	74.2%	71.93	48.89
134	OXY	-31.8%	65.75	78.9%	83.35	56.83
135	FTNT	-31.7%	83.13	88.1%	94.37	64.41
136	STZ	-31.7%	171.94	75.1%	228.91	156.25
137	KMX	-31.7%	60.85	75.2%	80.91	55.24
138	IP	-31.7%	47.03	85.6%	54.95	37.55
139	RTN	-31.6%	181.12	85.9%	210.89	144.27
140	IBM	-31.4%	136.05	88.1%	154.36	105.94
141	LMT	-31.4%	304.11	86.6%	351.35	241.18
142	HPE	-31.3%	16.00	91.0%	17.59	12.09
143	IDXX	-31.3%	209.50	81.8%	256.22	176.15
144	MGM	-31.1%	28.87	92.0%	31.38	21.62
145	NWSA	-31.0%	12.40	80.3%	15.44	10.65
146	COF	-31.0%	79.79	78.8%	101.26	69.90
147	DHI	-31.0%	40.61	86.6%	46.91	32.39
148	LEN	-30.9%	48.61	90.1%	53.98	37.29
149	JBHT	-30.9%	111.49	87.1%	127.93	88.38
150	BWA	-30.9%	40.14	85.5%	46.97	32.46
151	LUV	-30.8%	57.70	90.1%	64.02	44.28
152	VFC	-30.7%	86.64	89.3%	97.00	67.18
153	GD	-30.7%	172.76	83.2%	207.72	143.87
154	NWS	-30.6%	12.63	80.8%	15.63	10.85
155	EMR	-30.5%	68.07	85.4%	79.70	55.39
156	CE	-30.5%	99.28	83.2%	119.29	82.91
157	NOC	-30.5%	284.08	88.3%	321.72	223.63
158	ZION	-30.5%	49.89	91.1%	54.76	38.08
159	UTX	-30.3%	123.98	86.0%	144.15	100.48
160	TTWO	-30.3%	89.25	63.8%	139.91	97.57
161	PM	-30.2%	80.60	87.0%	92.69	64.67
162	DISCA	-30.2%	28.13	82.6%	34.06	23.79
163	QCOM	-30.1%	51.66	67.5%	76.50	53.51
164	TROW	-29.9%	97.09	80.4%	120.75	84.59
165	DISCK	-29.9%	26.47	84.3%	31.39	21.99
166	HAS	-29.9%	89.57	81.7%	109.60	76.84
167	JCI	-29.8%	34.61	85.8%	40.33	28.30
168	HRS	-29.8%	162.08	92.4%	175.50	123.24
169	DGX	-29.7%	89.26	79.4%	112.38	78.95
170	XRAY	-29.6%	42.98	87.8%	48.95	34.48
171	MO	-29.6%	49.66	75.2%	66.00	46.49
172	JEC	-29.6%	67.63	86.4%	78.32	55.17
173	CRM	-29.5%	162.79	101.0%	161.19	113.60
174	UAA	-29.3%	22.21	95.0%	23.37	16.52
175	CBS	-29.3%	48.38	82.7%	58.53	41.38
176	COP	-29.3%	67.45	84.1%	80.24	56.75
177	OKE	-29.3%	65.21	91.8%	71.04	50.26
178	BLK	-29.2%	425.51	83.5%	509.87	360.79
179	CF	-29.2%	42.91	75.9%	56.51	39.99
180	PRU	-29.1%	93.36	87.5%	106.64	75.61
181	LLL	-29.0%	208.65	93.3%	223.73	158.76
182	HPQ	-29.0%	23.35	86.2%	27.08	19.22
183	BAC	-29.0%	28.69	89.9%	31.91	22.66
184	MCO	-29.0%	163.15	89.7%	181.97	129.26
185	LB	-28.8%	27.34	82.1%	33.32	23.71
186	KSS	-28.8%	66.12	80.2%	82.42	58.66
187	FTV	-28.8%	78.82	89.2%	88.34	62.89
188	SWK	-28.8%	132.31	85.2%	155.22	110.54
189	ROK	-28.6%	172.70	87.1%	198.23	141.46
190	SNA	-28.6%	155.66	82.2%	189.46	135.29
191	RJF	-28.6%	82.01	84.8%	96.76	69.11
192	UA	-28.6%	20.01	95.0%	21.07	15.05
193	GWW	-28.5%	312.52	84.0%	372.06	266.08
194	LEG	-28.3%	44.45	95.2%	46.71	33.48
195	CTAS	-28.2%	200.59	92.3%	217.34	155.98
196	SCHW	-28.2%	45.88	87.1%	52.70	37.83
197	MS	-28.2%	41.15	80.4%	51.18	36.74
198	ANSS	-28.2%	175.01	91.9%	190.45	136.80
199	UPS	-28.1%	110.66	88.5%	125.09	89.89
200	PBCT	-28.1%	17.14	90.2%	19.00	13.66
201	LOW	-28.0%	99.47	84.5%	117.70	84.75
202	ETN	-27.9%	76.67	85.7%	89.46	64.46
203	SLG	-27.9%	91.37	85.8%	106.54	76.77
204	ZBH	-27.9%	123.95	92.1%	134.55	96.99
205	SEE	-27.9%	42.33	95.6%	44.28	31.93
206	CERN	-27.8%	58.82	87.1%	67.57	48.78
207	CMG	-27.8%	593.66	111.9%	530.68	383.20
208	HST	-27.7%	17.98	81.5%	22.06	15.94
209	WFC	-27.7%	49.05	82.4%	59.53	43.02
210	CTSH	-27.7%	73.45	89.3%	82.29	59.47
211	AVY	-27.7%	104.08	90.8%	114.63	82.89
212	TWTR	-27.4%	30.39	84.1%	36.15	26.26
213	ILMN	-27.3%	292.20	78.4%	372.61	271.00
214	CAT	-27.2%	132.67	83.2%	159.37	116.09
215	SPGI	-27.1%	195.25	90.8%	215.00	156.68
216	MSCI	-27.1%	174.62	94.8%	184.22	134.28
217	PH	-27.1%	170.09	88.0%	193.19	140.82
218	DOV	-27.1%	90.01	99.7%	90.26	65.83
219	FITB	-27.0%	27.07	89.3%	30.31	22.12
220	PKI	-27.0%	93.57	95.2%	98.33	71.83
221	WHR	-26.9%	136.44	100.3%	135.98	99.40
222	ABC	-26.9%	85.79	90.4%	94.85	69.36
223	CNC	-26.8%	63.05	85.1%	74.12	54.25
224	EQIX	-26.8%	397.48	86.8%	457.99	335.29
225	TEL	-26.8%	81.44	85.4%	95.37	69.84
226	CPB	-26.8%	34.56	78.6%	43.98	32.21
227	MXIM	-26.8%	55.63	87.4%	63.68	46.64
228	TJX	-26.7%	49.75	87.8%	56.64	41.49
229	PCAR	-26.7%	66.76	91.6%	72.89	53.43
230	GPN	-26.6%	117.42	90.8%	129.25	94.81
231	F	-26.6%	8.46	83.8%	10.10	7.41
232	HD	-26.6%	185.52	86.1%	215.43	158.09
233	JKHY	-26.6%	132.71	81.1%	163.68	120.20
234	K	-26.5%	56.53	75.4%	74.98	55.11
235	GPS	-26.5%	25.14	76.2%	32.98	24.25
236	XYL	-26.4%	72.90	88.4%	82.44	60.65
237	ADSK	-26.4%	159.54	99.7%	159.94	117.72
238	HON	-26.4%	150.36	89.6%	167.72	123.48
239	PNC	-26.3%	123.15	83.6%	147.23	108.45
240	EBAY	-26.3%	36.19	102.6%	35.29	26.01
241	ADBE	-26.2%	261.37	94.2%	277.61	204.95
242	NUE	-26.1%	61.58	91.4%	67.39	49.79
243	GT	-26.1%	18.52	72.9%	25.41	18.79
244	XOM	-26.0%	75.40	86.3%	87.36	64.65
245	MTB	-26.0%	170.00	94.0%	180.77	133.78
246	ISRG	-26.0%	539.71	92.9%	581.12	430.24
247	AIZ	-25.9%	98.74	88.9%	111.12	82.31
248	BA	-25.8%	410.72	104.2%	394.28	292.47
249	NSC	-25.8%	180.61	96.6%	186.91	138.65
250	FRC	-25.6%	100.90	94.5%	106.75	79.42
251	FMC	-25.2%	82.26	88.7%	92.76	69.36
252	FLT	-25.2%	218.88	95.1%	230.24	172.18
253	CBRE	-25.2%	47.83	95.6%	50.04	37.45
254	ALL	-25.0%	92.91	90.4%	102.73	77.00
255	IT	-25.0%	141.39	87.7%	161.21	120.89
256	FFIV	-25.0%	165.10	82.7%	199.71	149.87
257	AKAM	-24.8%	69.33	89.4%	77.58	58.33
258	BMY	-24.8%	49.71	78.0%	63.69	47.89
259	ADM	-24.8%	42.34	81.3%	52.07	39.16
260	TXN	-24.8%	106.44	91.3%	116.61	87.70
261	KSU	-24.8%	104.15	86.5%	120.34	90.55
262	TSS	-24.7%	91.73	91.4%	100.39	75.58
263	SJM	-24.7%	104.36	86.0%	121.28	91.32
264	ROST	-24.7%	94.76	94.0%	100.80	75.91
265	MAR	-24.6%	114.74	85.9%	133.50	100.62
266	ACN	-24.5%	156.63	89.2%	175.64	132.63
267	KEYS	-24.4%	78.32	111.3%	70.40	53.21
268	GLW	-24.3%	34.02	93.1%	36.56	27.67
269	GIS	-24.3%	44.84	93.2%	48.11	36.42
270	GILD	-24.2%	65.40	82.2%	79.61	60.32
271	CAH	-24.2%	54.53	98.0%	55.63	42.17
272	MLM	-24.0%	184.56	87.3%	211.29	160.60
273	SHW	-23.9%	437.24	91.2%	479.64	365.20
274	BKNG	-23.8%	1895.29	89.9%	2109.00	1606.27
275	INCY	-23.8%	81.40	108.8%	74.81	57.00
276	MNST	-23.8%	58.89	94.0%	62.64	47.74
277	TAP	-23.7%	59.19	83.3%	71.04	54.17
278	MA	-23.7%	218.91	97.1%	225.35	171.89
279	MCK	-23.6%	134.00	96.4%	138.94	106.11
280	HIG	-23.6%	48.76	91.9%	53.07	40.54
281	JPM	-23.6%	102.60	86.0%	119.24	91.11
282	SNPS	-23.5%	101.59	98.2%	103.40	79.14
283	VMC	-23.4%	106.76	90.8%	117.57	90.04
284	BBT	-23.4%	50.82	95.7%	53.08	40.68
285	VNO	-23.3%	68.60	88.4%	77.59	59.48
286	CSX	-23.3%	71.12	93.3%	76.24	58.47
287	PNR	-23.3%	41.80	90.9%	46.00	35.30
288	GOOGL	-23.1%	1127.58	88.6%	1271.96	977.66
289	APH	-23.0%	91.58	93.9%	97.56	75.12
290	CVS	-23.0%	67.01	83.2%	80.56	62.06
291	AME	-22.9%	77.34	94.4%	81.92	63.14
292	MET	-22.8%	44.31	90.6%	48.92	37.76
293	GOOG	-22.8%	1121.37	89.2%	1256.50	970.11
294	DRI	-22.7%	111.51	89.9%	124.00	95.83
295	COST	-22.7%	211.90	86.4%	245.16	189.51
296	ULTA	-22.7%	302.50	104.2%	290.30	224.43
297	ABBV	-22.7%	79.93	79.7%	100.23	77.50
298	NKE	-22.7%	84.71	98.5%	86.04	66.53
299	UNP	-22.7%	167.05	100.9%	165.63	128.08
300	IQV	-22.6%	131.66	97.2%	135.48	104.90
301	NLSN	-22.5%	25.97	91.3%	28.43	22.04
302	USB	-22.4%	51.21	92.2%	55.56	43.14
303	BIIB	-22.3%	319.43	89.1%	358.41	278.46
304	TSN	-22.3%	61.38	95.8%	64.04	49.77
305	TMK	-22.2%	82.74	92.3%	89.62	69.68
306	VRTX	-22.1%	184.01	94.4%	194.92	151.80
307	CHRW	-22.1%	91.01	89.9%	101.20	78.83
308	NDAQ	-22.0%	87.57	90.4%	96.84	75.49
309	PGR	-22.0%	69.30	95.3%	72.72	56.71
310	PHM	-21.9%	27.31	91.9%	29.71	23.21
311	IPG	-21.9%	21.67	86.3%	25.10	19.61
312	T	-21.9%	29.81	86.9%	34.30	26.80
313	CBOE	-21.8%	94.00	83.6%	112.42	87.87
314	SYY	-21.8%	66.94	88.1%	75.98	59.44
315	KMI	-21.7%	18.48	99.0%	18.67	14.62
316	BAX	-21.7%	72.48	92.5%	78.38	61.40
317	PWR	-21.6%	35.42	99.5%	35.60	27.90
318	BDX	-21.5%	246.26	92.6%	265.87	208.62
319	CVX	-21.5%	118.72	93.0%	127.60	100.22
320	ROP	-21.4%	308.15	98.6%	312.65	245.59
321	ROL	-21.4%	38.98	90.8%	42.93	33.75
322	SYMC	-21.3%	23.41	105.7%	22.15	17.43
323	INTU	-21.2%	228.96	98.8%	231.84	182.61
324	ITW	-21.1%	138.64	92.9%	149.16	117.75
325	WU	-21.1%	17.99	86.5%	20.80	16.42
326	ADP	-20.9%	149.50	97.4%	153.51	121.40
327	BEN	-20.7%	31.15	90.3%	34.48	27.34
328	ADI	-20.6%	104.06	103.2%	100.87	80.08
329	HUM	-20.6%	296.33	86.8%	341.30	271.01
330	INFO	-20.5%	53.11	94.9%	55.99	44.52
331	DAL	-20.5%	49.89	82.8%	60.23	47.90
332	REGN	-20.4%	416.34	100.0%	416.49	331.54
333	AXP	-20.3%	107.00	95.7%	111.77	89.05
334	EW	-20.2%	177.59	101.5%	175.00	139.64
335	HLT	-20.1%	74.32	90.4%	82.18	65.64
336	EXPE	-20.1%	126.58	93.3%	135.69	108.41
337	BSX	-20.0%	40.04	101.5%	39.44	31.56
338	V	-19.8%	141.99	93.7%	151.56	121.60
339	L	-19.7%	45.92	87.7%	52.35	42.06
340	DLR	-19.6%	111.61	89.2%	125.10	100.57
341	FAST	-19.5%	62.86	102.8%	61.14	49.21
342	IR	-19.5%	103.75	98.1%	105.76	85.15
343	PYPL	-19.5%	94.38	100.7%	93.70	75.47
344	ALLE	-19.4%	93.04	100.2%	92.87	74.83
345	BK	-19.4%	52.84	97.6%	54.15	43.67
346	PAYX	-19.3%	74.83	98.4%	76.02	61.32
347	KR	-19.3%	28.58	87.3%	32.74	26.43
348	CMI	-19.2%	151.79	98.6%	153.94	124.40
349	MSFT	-19.1%	106.89	92.0%	116.18	93.96
350	PPG	-19.1%	107.61	92.2%	116.73	94.41
351	SYK	-19.1%	185.66	103.8%	178.90	144.75
352	KIM	-19.1%	17.73	100.4%	17.66	14.29
353	MOS	-19.1%	31.89	93.8%	34.01	27.52
354	EXPD	-19.1%	73.03	94.0%	77.73	62.90
355	PLD	-19.0%	70.60	103.5%	68.20	55.21
356	ALK	-18.8%	66.69	94.3%	70.75	57.42
357	MMM	-18.8%	206.57	94.8%	217.87	176.87
358	BXP	-18.8%	132.69	99.9%	132.82	107.84
359	HSIC	-18.7%	61.01	86.0%	70.96	57.72
360	CSCO	-18.6%	47.89	96.8%	49.47	40.25
361	ORCL	-18.6%	51.22	98.3%	52.11	42.40
362	CHTR	-18.5%	340.40	101.6%	334.98	272.91
363	COO	-18.4%	278.09	99.3%	280.10	228.65
364	WBA	-18.3%	71.56	90.7%	78.94	64.51
365	CI	-18.3%	185.12	85.7%	216.00	176.52
366	HCA	-18.0%	140.22	99.4%	141.11	115.72
367	GM	-17.9%	39.03	101.9%	38.32	31.46
368	TFX	-17.8%	277.90	101.1%	274.90	226.02
369	MSI	-17.7%	137.22	104.4%	131.48	108.25
370	SRE	-17.6%	114.12	89.7%	127.22	104.88
371	TRV	-17.5%	127.26	94.5%	134.61	111.08
372	BF.B	-17.4%	48.34	88.5%	54.65	45.15
373	EL	-17.4%	152.92	103.9%	147.23	121.64
374	TSCO	-17.3%	95.56	100.4%	95.17	78.67
375	TDG	-17.3%	431.18	114.6%	376.39	311.46
376	FISV	-17.2%	84.38	101.9%	82.79	68.55
377	IRM	-17.1%	35.79	97.3%	36.80	30.50
378	CL	-17.0%	66.02	95.3%	69.29	57.51
379	REG	-17.0%	65.33	97.7%	66.86	55.50
380	BRK.B	-16.9%	206.15	92.0%	224.07	186.10
381	TMO	-16.6%	248.33	99.4%	249.95	208.34
382	WMT	-16.4%	96.97	94.5%	102.60	85.78
383	ARE	-16.4%	132.56	101.6%	130.42	109.04
384	ZTS	-16.3%	87.51	92.8%	94.31	78.90
385	VRSK	-16.3%	123.70	100.7%	122.80	102.74
386	DRE	-16.3%	29.78	101.0%	29.48	24.67
387	JNPR	-16.3%	26.62	88.1%	30.23	25.30
388	DIS	-16.2%	109.20	91.2%	119.69	100.35
389	NEM	-16.0%	33.39	90.7%	36.82	30.93
390	DLTR	-15.7%	98.08	102.1%	96.09	81.02
391	MTD	-15.6%	672.49	107.4%	626.07	528.70
392	VRSN	-15.5%	174.29	106.2%	164.19	138.77
393	JNJ	-15.5%	134.16	93.7%	143.13	121.00
394	FL	-15.4%	57.93	108.3%	53.50	45.28
395	CB	-15.4%	132.24	93.6%	141.22	119.54
396	GRMN	-15.2%	71.55	101.1%	70.77	59.98
397	AVGO	-15.2%	279.39	110.8%	252.14	213.71
398	AMGN	-15.2%	188.43	89.6%	210.19	178.29
399	SPG	-15.1%	184.60	98.1%	188.21	159.77
400	ECL	-15.1%	162.38	101.5%	159.92	135.77
401	UNH	-15.0%	263.50	96.6%	272.81	231.81
402	AON	-15.0%	171.28	107.6%	159.13	135.30
403	UHS	-15.0%	133.35	100.5%	132.64	112.79
404	CDNS	-15.0%	52.13	110.0%	47.40	40.31
405	DE	-14.9%	165.19	103.7%	159.30	135.60
406	MDT	-14.8%	90.25	90.1%	100.15	85.30
407	FIS	-14.7%	106.55	96.1%	110.83	94.53
408	MMC	-14.5%	90.91	104.6%	86.95	74.30
409	CMCSA	-14.3%	37.24	97.8%	38.06	32.61
410	HRB	-14.3%	24.07	87.4%	27.54	23.61
411	DHR	-14.1%	111.37	101.1%	110.13	94.59
412	HOLX	-14.1%	44.72	102.5%	43.63	37.48
413	RE	-14.1%	212.39	90.8%	234.02	201.09
414	A	-14.0%	77.07	106.5%	72.37	62.22
415	LIN	-14.0%	167.53	98.7%	169.75	145.95
416	SO	-14.0%	49.37	99.9%	49.43	42.50
417	INTC	-14.0%	50.01	98.8%	50.60	43.51
418	CTXS	-13.8%	105.44	92.0%	114.55	98.74
419	IFF	-13.6%	145.88	100.9%	144.60	124.88
420	KMB	-13.6%	116.00	96.3%	120.48	104.11
421	DG	-13.6%	118.01	104.0%	113.48	98.08
422	RMD	-13.6%	98.21	84.2%	116.64	100.82
423	UAL	-13.5%	87.97	96.3%	91.39	79.05
424	AAP	-13.5%	167.89	97.9%	171.50	148.37
425	NI	-13.3%	26.78	95.3%	28.11	24.37
426	WAT	-13.1%	234.14	117.3%	199.66	173.41
427	PEG	-13.1%	56.00	98.8%	56.68	49.23
428	PSA	-13.1%	207.74	92.2%	225.29	195.70
429	MAA	-13.1%	103.08	98.2%	104.98	91.21
430	AFL	-13.1%	48.94	101.6%	48.19	41.88
431	PPL	-13.0%	31.01	98.8%	31.38	27.31
432	ANTM	-12.9%	306.44	108.3%	283.06	246.57
433	APD	-12.8%	171.32	99.8%	171.66	149.64
434	MDLZ	-12.6%	47.55	107.2%	44.35	38.78
435	WLTW	-12.5%	171.24	105.5%	162.24	141.89
436	FRT	-12.5%	135.08	102.6%	131.72	115.22
437	COG	-12.2%	24.71	98.2%	25.16	22.10
438	TRIP	-12.1%	60.39	103.3%	58.46	51.39
439	AES	-12.0%	17.18	111.6%	15.39	13.55
440	OMC	-11.9%	74.09	95.2%	77.85	68.58
441	PFE	-11.8%	41.87	91.4%	45.81	40.42
442	ABT	-11.7%	75.06	101.2%	74.15	65.44
443	GPC	-11.4%	105.55	102.7%	102.76	91.04
444	LW	-11.3%	69.02	86.3%	79.97	70.91
445	PEP	-11.3%	113.79	96.1%	118.44	105.03
446	ICE	-11.2%	76.13	97.0%	78.48	69.69
447	VZ	-10.9%	54.42	92.6%	58.80	52.40
448	AJG	-10.9%	79.69	104.2%	76.49	68.19
449	CINF	-10.6%	84.72	106.3%	79.67	71.21
450	AVB	-10.2%	193.46	104.0%	185.99	167.01
451	CCI	-10.1%	117.38	102.2%	114.81	103.21
452	WM	-10.1%	98.65	106.2%	92.85	83.49
453	LLY	-10.0%	119.49	102.5%	116.61	104.95
454	BLL	-9.9%	54.90	117.1%	46.89	42.24
455	VAR	-9.8%	132.86	113.8%	116.78	105.32
456	EXR	-9.8%	99.00	103.4%	95.78	86.41
457	ORLY	-9.5%	378.49	107.6%	351.65	318.33
458	ED	-9.4%	78.57	96.3%	81.55	73.85
459	FE	-9.4%	39.52	101.3%	39.01	35.33
460	DTE	-9.3%	119.49	101.1%	118.22	107.22
461	RSG	-9.1%	77.57	102.3%	75.82	68.94
462	LNT	-9.0%	44.95	100.6%	44.70	40.68
463	CMS	-8.2%	52.79	101.7%	51.91	47.63
464	ESS	-8.2%	276.58	106.7%	259.11	237.84
465	AZO	-8.0%	890.90	112.1%	794.68	731.17
466	D	-8.0%	73.20	98.1%	74.65	68.70
467	VTR	-7.9%	63.44	105.0%	60.42	55.64
468	EQR	-7.9%	72.54	105.8%	68.58	63.17
469	WEC	-7.8%	75.04	104.1%	72.09	66.46
470	WELL	-7.8%	76.65	109.7%	69.85	64.43
471	CNP	-7.7%	30.84	106.1%	29.06	26.81
472	AMT	-7.7%	172.59	106.7%	161.71	149.24
473	MKC	-7.6%	128.75	88.8%	145.04	134.02
474	AWK	-7.4%	97.67	105.3%	92.79	85.89
475	UDR	-7.3%	44.23	107.5%	41.13	38.14
476	AEE	-7.0%	70.19	104.4%	67.23	62.51
477	YUM	-6.9%	94.05	102.0%	92.21	85.81
478	EVRG	-6.9%	58.30	98.3%	59.28	55.18
479	NEE	-6.8%	183.27	103.6%	176.83	164.78
480	HSY	-6.8%	109.70	100.2%	109.52	102.11
481	CLX	-6.7%	154.90	99.8%	155.23	144.88
482	AIV	-6.3%	48.89	108.9%	44.90	42.09
483	XEL	-6.1%	53.48	105.8%	50.53	47.44
484	PNW	-6.0%	89.77	103.5%	86.71	81.51
485	NRG	-5.9%	42.41	110.9%	38.25	35.98
486	HRL	-5.7%	43.77	100.9%	43.39	40.91
487	ES	-5.7%	70.28	107.6%	65.29	61.57
488	XLNX	-5.7%	118.20	140.7%	83.99	79.22
489	MCD	-5.3%	173.97	97.4%	178.59	169.04
490	AEP	-5.2%	80.30	105.6%	76.05	72.07
491	CME	-5.1%	178.93	97.4%	183.79	174.50
492	DUK	-4.9%	90.23	106.1%	85.08	80.89
493	SBAC	-4.6%	183.21	112.6%	162.66	155.19
494	MRK	-4.6%	78.52	106.8%	73.49	70.12
495	ETR	-4.6%	90.86	105.7%	86.00	82.06
496	EXC	-4.5%	47.92	106.4%	45.05	43.02
497	PG	-4.4%	99.26	109.4%	90.70	86.74
498	KO	-4.4%	49.66	104.0%	47.74	45.66
499	HCP	-4.3%	30.39	109.4%	27.78	26.58
500	O	-4.2%	69.35	111.9%	61.99	59.37
501	FOX	-3.3%	49.24	105.8%	46.55	45.03
502	FOXA	-3.2%	49.54	105.7%	46.88	45.38
503	SBUX	-2.7%	69.75	116.8%	59.70	58.07
504	RHT	-2.0%	179.34	102.8%	174.48	171.00
505	CHD	-1.0%	64.15	104.7%	61.28	60.68