May 26, 2008:  We are now in the process of closing out the below test.  We will continue to sell the positions we hold, but will no longer buy new positions.  When all positions are sold, we will crunch the numbers and try to ascertain the effectiveness of this "chart-based" approach to seasonal investing.

*****

Here, we put our seasonal charts to the test, encouraged by the results of a historical test of a chart-based seasonal investment approach that we conducted.  

The format is this:  we give ourselves a hypothetical $50,000 at the beginning of May 2004.  When a stock "comes into season", as dictated by the purchase table below, we buy $1000 of it.  When it goes out of season, we sell it and record the profit or loss.  

For the sake of simplicity, we ignore commissions and taxes.  This may sound like "cheating", but 1) the general indices, to which we'd like to compare our % results, don't "pay" taxes and commissions and , 2) everybody else with a model portfolio seems to do the same thing.  To meet our $1000 purchase price with precision, we'll pretend that fractional shares can be bought in the market.

At some point, our $50,000 will be fully invested.  At that time, fresh funds will only be available as the table below directs us to sell.  For that reason, we may have to skip over certain stocks simply because we don't have the funds available for the purchase.  But we'll approach the purchases and sales perfectly mechanically...if the next stock in the list CAN be bought at the right time, it will be bought.

The table below was constructed by simply looking through all our seasonal charts and noting the periods where certain stocks seem to prosper.  The table contains a large cross section of stocks and holding periods. We'll allow ourselves to revise the table since the charts will change (slowly) over time, but we are not allowed to tinker with it retrospectively...once a stock has been purchased, there's no undoing it.

We'll be curious as to the results.  We're not operating under the assumption that this approach to seasonality is destined to make grand profits.  If profits do manifest, note that there are plenty of other charting approaches that could be tested...short term strategies come to mind (the holding periods below are not less than a month).  Another thought would be to only purchase the stocks below if they have already shown some signs that they are conforming to their expected behavior. It would also be interesting to see which sorts of stocks and charts are most amenable to this sort of strategy...those with seasonal charts constructed with the largest possible amount of historical data, or those with charts that emphasize more recent trends?  Earnings/dividend-driven stocks or more speculative issues?

The rightmost columns of the table show the stock's volatility, market capitalization, the length of the holding period, and the first year in the stock's seasonal chart.  The idea here is that at some point in the future we can attempt to answer the some of the above questions by subjecting the data to further analysis.

As of Dec 16, 2006, we had conducted 522 buy/sell transactions for a total of $532,379.  This represents a gain of $10,379 over our $50,000 starting position.  At this time last year, we had a total $6,937 profit which we added to our cash position.  Thus we'll now add $3,442 (10,379-6,937) to our portfolio.  We'll refrain from any in-depth analysis of the strategy so far, as there's simply not much data, but we should note that the S&P 500 gained about 28% over the period, and we gained about 21% with a portfolio that was fully invested in only a few months of the year.  Not bad, but not astounding either.

The current cash position stands at $53,379 plus (or minus) any profits (or losses) incurred after Dec 16, 2006.

Seasonal buy period...stock	Buy between May 2007-April 2008			Buy between May 2006-April 2007			Buy between May 2005-April 2006			Buy between May 2004-April 2005			Vol.	Cap.	Prd.	Hist.
	Purchase Price	Sell Price	$1000+Profit/Loss	Purchase Price	Sell Price	$1000+Profit/Loss	Purchase Price	Sell Price	$1000+Profit/Loss	Purchase Price	Sell Price	$1000+Profit/Loss
May 1-Jun 1...LOW	30.65	32.82	1071	63.42	62.10	979	52.10	57.05	1095	52.55	53.57	1019	1	180	1	1986
May 1-Jun 1...GIS	60.05	61.10	1017	49.30	51.77	1050	49.52	50.05	1011	48.88	46.10	943	1	60	1	1984
May 1-Jun 1...AEN	1.13	1.04	920	2.05	1.71	834				16.05	15.00	935	3	10	1	1993
May 1-Jun 1...LSCP				20.83	21.26	1021	31.85	34.40	1080	29.49	28.33	961			1	1993
May 5-Jul 1...BLTI	6.90	6.07	880	10.73	8.40	783	7.75	6.30	813	13.14	13.36	1017			1.75	1993
May 5-Jul 1...GDYS							8.05	7.39	919						1.75	1992
May 10-Jul 1...NSS				53.55	56.45	1054	30.05	32.51	1082						1.75	1991
May 15-Jun 15...HOT	69.01	71.54	1037	60.61	55.55	917	51.75	57.37	1109	38.75	44.00	1135			2	1993
May 15-Jul 5...MU	12.25	12.8	1053	15.72	15.40	980	10.61	10.21	962	13.56	14.20	1047	3	100	1.65	1993
Jun 1-Jul 1...RTI	88.86	75.88	854	59.05	57.70	977	27.39	31.40	1146				3	1	1	1991
Jun 1-Jul 1...SEBL							9.19	8.95	974	10.90	10.61	974	3	70	1	1997
Jun 1-Jul 1...OVRL	2.94	2.57	874	8.00	6.69	836	9.70	9.50	979	14.48	13.05	901	3	1	1	1998
Jun 1-Jul 5...MSC	10.65	12.30	1155	11.00	8.92	811	12.20	14.60	1197	10.35	10.60	1024	2	1	1.2	1993
Jun 1-Jul 5...COST	56.58	60.01	1061	53.10	57.50	1083	45.40	45.14	994	37.72	40.42	1072	1	150	1.2	1987
Jun 1-Jul 10...CCRD										11.34	9.82	866	3	1	1.3	1998
Jun 1-Jul 15...RMBS	18.83	17.85	948	25.59	22.07	862	15.30	13.85	905	19.31	14.81	767	4	21	1.5	1998
Jun 1-Oct 15... ABAX	23.02	25.03	1087	17.01	22.20	1305	10.42	13.57	1302	18.30	12.43	679			4.5	1993
Jun 5-Jul 15...NXTL							31.01	33.22	1071	23.30	25.26	1084	2	239	1.3	1998
Jun 10-Jul 15...CNET	9.06	8.78	969	8.92	7.45	835	10.38	11.62	1119	10.09	9.89	980	3	13	1.2	1993
Jun 25-Oct 1...ATK	98.7	109.00	1114	76.36	81.01	1061	68.00	74.65	1098	63.55	60.70	955			3.2	1993
Jul 1-Aug 15...GENZ	64.76	60.37	932	61.37	67.10	1093	59.94	70.10	1170	47.34	49.25	1040	2	138	1.5	1993
Jul 1-Aug 20...CMX				49.87	55.88	1120	44.52	46.47	1044	32.94	28.65	870	2	89	1.65	1993
Jul 1-Sep 1...MAGS	10.11	8.85	875	9.50	9.95	1047	7.82	10.30	1317	18.82	14.21	755			2
Jul 1-Sep 15...CYBX	16.96	13.84	816	21.30	17.77	834	43.29	36.72	848	32.22	21.35	663	1	81	2.5	1994
Jul 1-Oct 1...INTV	8.44	9.39	1126	7.04	6.34	900	8.76	8.93	1019				4	4	3	1991
Jul 10-Aug 10...FLS	74.50	76.48	1027	55.25	49.83	902	31.01	34.25	1104	23.30	22.10	949	2	7	1	1991
Jul 10-Sep 15...DP							48.36	55.85	1155	39.78	42.32	1063	2	4	2.2	1993
Jul 15-Aug 15...MGG	30.65	28.16	919	21.18	21.72	1025				43.35	40.35	931	2	37	1	1991
Jul 15-Aug 15...ALEX	56.44	52.05	922	41.50	41.19	995	48.80	51.53	1056	32.94	30.67	931	2	6	1	1985
Jul 15-Sep 10...GILD	39.75	37.88	953	59.71	63.30	1060	46.01	45.22	983	32.13	34.95	1088	2	231	1.75	1993
Jul 15-Dec 31...MO	71.82	75.56	1049	77.20	86.10	1153	66.64	75.15	1128	48.90	61.05	1228	1	273	5.5	1993
Jul 20- Aug 25...AMD	16.15	12.08	748	21.90	24.69	1127	20.25	20.61	1015	12.64	11.95	945	3	125	1.2	1984
Jul 20-Sep 5...HOV	16.95	12.47	736	27.34	26.55	971	72.43	60.00	828	30.53	37.15	1217			1.5	1993
Jul 25-Sep 1...AHC							118.95	128.10	1077	81.38	80.55	990			1.2	1984
Jul 25-Sep 1...MVIS	5.6	4.78	854	1.75	1.31	749	6.15	5.56	904	6.06	6.01	992			1.2	1997
Jul 25-Sep 1...APA	84.49	77.38	916	67.09	65.43	975	69.82	72.02	1032	45.77	44.75	978			1.2	1982
Jul 25-Sep 5...IDTI	16.09	15.75	979	13.75	16.58	1206	10.79	10.68	990	10.91	9.50	871	3	19	1.3	1991
Jul 25-Sep 20...VANS										20.51	20.51	1000			1.75	1993
Aug 1-Sep 1...JLG				18.06	17.55	972	31.74	32.75	1031	14.00	13.80	986	2	4	1	1991
Aug 1-Sep 1...XRX	17.35	17.00	980	14.08	14.89	1058	13.18	13.34	1012	13.70	13.38	977			1	1978
Aug 1-Sep 1...ABRX							1.11	.215	194	20.36	21.5	1056			1	1994
Aug 1-Sep 1...AAPL	133.64	140.00	1048	67.22	68.47	1019	42.60	47	1103	31.24	34.30	1098			1	1985
Aug 1-Oct 1...CAH	65.73	62.86	956	66.88	66.03	987	59.54	63.25	1062	44.10	43.78	993	4	160	2	1989
Aug 1-Oct 5...PPP	53.60	54.2	1011	44.10	40.74	924	55.03	57.69	1048	43.50	47.75	1098	2	20	2.2	1984
Aug 1-Feb 1...MSFT	28.95	31.06	1073	24.04	30.84	1283	25.82	27.96	1082	28.29	26.26	928	1	1843	7	1987
Aug 1-Mar 1...BDY	16.00	19.97	1248	10.15	19.13	1885	11.30	11.90	1053	23.53	9.75	414			8	1992
Aug 5-Sep 5...FILE				34.50	34.85	1010	28.20	27.15	963	18.15	19.62	1081	3	15	1	1991
Aug 5-Sep 5...PRX	21.45	22.43	1046	15.50	17.84	1151	24.08	24.15	1003	38.00	41.45	1091	3	33	1	1988
Aug 5-Sep 10...OLGC	1.43	1.52	1063	1.55	1.32	852	4.20	4.01	955	7.11	7.18	1010	3	1	1.2	1994
Aug 5-Sep 15...IOTN	3.11	3.24	1042	8.13	5.73	705	7.00	9.31	1333						1.3	1993
Aug 5-Oct 1...ESRX	50.43	55.20	1095	76.68	75.45	984	54.82	62.18	1134	62.26	65.61	1052	2	74	1.2	1993
Aug 5-Nov 1...DRXR										7.63	8.23	1079	5	2	2.75	1991
Aug 5-Jan 15...SEPR	30.19	29.96	992	49.49	61.74	1248	54.88	52.37	954	44.39	58.90	1327			5.3	1993
Sep 1-Oct 1...SBC							24.03	23.92	996	25.87	26.25	1017	1	196	1	1985
Sep 1-Oct 1...SCHL	34.01	34.87	1025	30.30	31.00	1023	36.34	37.00	1018	29.11	30.83	1059	1	7	1	1993
Sep 1-Oct 1...NKE	56.34	58.79	1043	80.76	86.97	1077	78.91	82.08	1040	75.00	79.00	1053	1	83	1	1988
Sep 1-Oct 1...EDO	43.52	56.03	1287	23.45	22.85	974	28.04	30.10	1073	26.25	27.90	1062	2	3	1	1993
Sep 1-Oct 1...FNF	18.22	17.46	958	40.23	41.65	1035	38.90	44.70	1149				1	29	1	1993
Sep 1-Dec 1...BBBY	34.51	31.13	902	33.80	38.93	1152	40.44	42.91	1061	37.24	40.05	1075	2	103	3	1993
Sep 15-Nov 20...CNET	7.19	7.75	1071	9.99	8.85	886	13.39	15.08	1126	9.52	8.50	893	3	13	1.8	1993
Sep 15-Dec 1...PFE	24.16	23.62	978	28.23	27.61	978	26.01	21.27	820	32.12	28.01	872	1	487	2.5	1993
Sep 15-Dec 1...ARMHY	8.43	8.17	969	6.57	7.13	1085	6.40	6.30	984	4.63	5.92	1279			2.5	1999
Sep 15-May 1...CMX				58.41	65.23	1117	49.05	45.30	924	29.50	40.50	1373	2	89	7.5	1993
Sep 20-Jan 15...ADM	33.06	44.55	1348	38.50	30.96	804	22.75	26.95	1185	16.57	22.07	1332			3.75	1984
Sep 20-Dec 1...MMM	91.23	83.43	915	73.30	81.55	1113	72.39	78.77	1088	82.15	79.50	956	1	213	2.3	1993
Sep 25-Nov 1...SEBL							10.29	10.33	1004	7.68	9.37	1220	3	69	1.2	1997
Sep 25- Nov 1...FDRY	17.75	21.00	1183	12.17	12.77	1049	12.42	11.80	950	9.95	11.97	1203	3	31	1.2	2000
Sep 25-Dec 1...DIS	34.2	33.06	967	30.29	33.05	1091	23.40	25.05	1071	23.26	26.97	1160	1	145	2.2	1993
Oct 1-Nov 1...OVRL	1.71	2.05	1199	6.55	3.90	595	8.11	8.14	1004	13.98	14.50	1037	2	1	1	1998
Oct 1-Nov 1...AAPL	154.63	188.6	1220	75.01	81.10	1081	54.16	57.24	1057	39.12	52.50	1342			1	1985
Oct 1-Nov 1...MANU							2.09	1.89	904	2.37	2.59	1092	4	3	1	1994
Oct 1-Nov 1...PG	70.44	69.22	983	61.99	63.20	1019	59.43	56.50	950	54.35	51.25	943			1	1971
Oct 1-Nov 1...GTW				1.87	1.68	898	2.73	2.85	1044	4.95	5.91	1194	4	10	1	1994
Oct 1-Nov 1...ECSI										11.59	11.32	977			1	1998
Oct 1-Nov 15...CGNX	17.71	20.92	1181	25.20	24.98	991	30.01	30.74	1024	26.41	26.30	996	3	16	1.5	1990
Oct 1-Nov 20...BRCM	36.62	28.60	781	30.43	35.00	1150	47.50	48.41	1019	27.76	30.42	1096	3	318	1.65
Oct 1-Nov 20...CCRD										9.11	8.87	974	3	1	1.65	1998
Oct 1-Nov 20...KO	57.61	62.52	1085	44.90	47.11	1049	43.21	42.32	979	40.48	39.90	986	1	241	1.65	1993
Oct 1-Dec 1...GPS	18.44	20.19	1095	19.13	18.73	979	17.56	17.33	987	18.97	22	1160	2	116	2	1988
Oct 1-Dec 1...CIEN	38.32	44.05	1150	27.28	25.15	922	2.70	3.00	1111	1.99	2.59	1302			2	1998
Oct 1-Dec 1...AKAM	28.8	37.65	1307	50.00	48.66	973	15.96	20.18	1209	13.97	12.86	921	4	46	2	2000
Oct 1-Dec 1...FDC				23.07	25.05	1086	39.83	43.61	1095	43.53	41.32	949	1	127	2	1993
Oct 1-Dec 1...MTSN	8.81	8.25	936	8.27	9.57	1157	7.49	10.00	1335	7.77	9.53	1227	4	3	2	1995
Oct 1-Dec 1...HLT				28.00	33.02	1179	22.34	22.08	988	19.00	20.74	1091	1	26	2	1992
Oct 1-Dec 1...CNXT	1.20	1.10	917	2.00	2.17	1085	1.79	2.49	1391	1.63	1.97	1209	7	24	2	2000
Oct 1-Dec 1...MXIM				28.29	31.6	1117	43.11	36.86	855	42.93	41.16	959	2	264	2	1991
Oct 1-Dec 1...KMB	70.67	69.81	988	65.28	66.64	1021	59.51	59.28	996	64.99	62.78	970	1	87	2	1987
Oct 1-Dec 1...ALU	9.94	8.10	815	2.33	2.55	1094	3.26	2.81	862	3.20	3.99	1247	3	112	2	1997
Oct 1-Dec 1...MESA	4.45	3.75	843	7.77	8.18	1053	8.35	10.33	1237	5.24	6.93	1323	3	3	2	1993
Oct 1-Dec 1...PDII	10.54	9.66	835	11.49	10.14	883	15.30	12.53	819	27.04	23.07	853	3	2	2	1999
Oct 1-Dec 1...CTXS	39.38	36.81	935	36.24	28.70	792	25.00	27.30	1092	17.83	23.73	1331	2	39	2	1996
Oct 1-Dec 31...SHLM	19.69	21.05	1018	23.43	22.45	958	17.92	21.62	1206	22.07	21.37	968	1	3	3	1987
Oct 1-Dec 31...NUE	59.47	60.44	1016	49.80	54.66	1098	58.95	68	1154	46	51.39	1117	2	105	3	1983
Oct 1-Jan 15...KRON				33.99	36.27	1067	44.57	37.94	851	44.46	47.36	1065			3.5	1993
Oct 1-Feb 15...KLAC	55.98	41.22	738	44.61	50.32	1128	48.83	53.37	1093	42.42	46.19	1089	3	253	4.5	1992
Oct 1-May 1...AMTD	18.19	18.15	998	18.77	17.13	913	21.45	18.63	869	12.09	10.40	860	3	51	7	1998
Oct 5-Nov 5...TIVO	7.15	6.69	936	6.61	6.11	924	5.22	5.67	1086	6.75	6.36	942	4	10	1	2000
Oct 5-Nov 5...PWAV	6.23	5.27	846	7.62	6.24	819	12.20	13.05	1070	6.77	7.80	1152	4	11	1	1998
Oct 5-Nov 5...BLDP	5.03	5.42	1078	5.48	6.72	1226	5.95	4.77	802	7.78	7.36	946			1	1996
Oct 5-Nov 15...LSI	7.41	6.10	823	8.17	10.59	1296	9.31	7.79	837	4.53	4.81	1062	3	19	1.3	1991
Oct 5-Nov 25...NXTL										25.05	28.57	1141	2	239	1.65	1998
Oct 5-Dec 1...AMD	13.41	9.82	732	24.80	21.30	859	24.56	26.55	1081	13.21	21.6	1635	3	125	1.8	1984
Oct 5-Dec 1...NOVL	7.67	6.95	906	6.05	6.36	1051	7.45	7.82	1050	no cash for purchases			4	44	1.8	1989
Oct 5-Dec 1...LTXX	3.83	2.40	627	4.87	5.25	1078	4.27	4.51	1061	no cash for purchases			4	5	1.8	1991
Oct 5-Dec 1...EPIC	13.5	10.82	801	13.27	13.31	1003	12.73	13.95	1096	no cash for purchases			4	4	1.8	1995
Oct 5-Dec 5...FILE				no cash for purchases			28.20	27.70	982	no cash for purchases			4	14	2	1991
Oct 5-Dec 5...CSCO	32.33	27.44	849	no cash for purchases			17.68	17.57	994	no cash for purchases			2	996	2	1991
Oct 5-Dec 5...SSYS	28.61	24.54	858	no cash for purchases			no cash for purchases			no cash for purchases					2	1995
Oct 5-Dec 5...SIGM	53.00	68.32	1289	no cash for purchases			no cash for purchases			no cash for purchases			4	2	2	1993
Oct 5-Dec 5...MER	76.09	58.00	762	no cash for purchases			no cash for purchases			no cash for purchases			1	259	2	1993
Oct 5-Dec 5...JAVA	23.2	20.79	896	no cash for purchases			no cash for purchases			no cash for purchases			3	117	2	1988
Oct 5-Dec 5...AMGN	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	476	2	1985
Oct 5-Dec 10...GLW	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	101	2.2	1982
Oct 5-Dec 15...GE	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	710	2.3	1993
Oct 5-Dec 15...AWA	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	5	2.3	1995
Oct 5-Dec 25...MWD	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	218	1.65	1998
Oct 5-Dec 31...COA	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	1	2.8	1988
Oct 5-Dec 31...NTAP	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	91	2.8	1996
Oct 5-Jan 5...OI	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	11	3	1992
Oct 5-Feb 1...IDCC	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	9	3.8	1991
Oct 5-Feb 1...ALD	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	18	3.8	1985
Oct 5-Apr 1...TTC	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	15	5.8	1988
Oct 10-Dec 1...AVID	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	23	1.65	1994
Oct 10-Dec 5...TER	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	42	1.8	1993
Oct 10-Dec 10...AMR	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	47	2	1993
Oct 10-Dec 31...CAL	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	18	2.6	1993
Oct 10-Jan 15...CHRZ	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases					3.2	1991
Oct 15-Dec 1...AMT	43.57	45.22	1038	37.99	38.10	1003	23.57	27.50	1167	16.18	18.14	1121	2	29	1.5	1998
Oct 15-Jan 10...HEI	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	1	2.8	1993
Oct 15-Jan 15...DCLK	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			4	14	3	1999
Oct 15-Feb 1...CYBX	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	81	3.5	1994
Oct 20-Dec 1...ARRS	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases					1.3	1994
Oct 20-Dec 1...AEN	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	6	1.3	1993
Oct 20-Dec 5...TXN	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	277	1.5	1982
Oct 20-Dec 31...PD	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	171	2.3	1999
Oct 20-Mar 1...BA	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	174	4.3	1963
Oct 25-Dec 5...SANM	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases					1.3	1994
Oct 25-Dec 31...HD	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	260	2.2	1985
Oct 25-Jan 5...GDT	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	182	2.3	1995
Nov 1-Dec 1...WFMI	49.38	43.13	868	64.33	48.55	755	142.91	148.77	1041	81.27	90.63	1115	1	100	1	1993
Nov 1-Dec 1...AMZN	87.75	90.03	1026	38.13	40.26	1056	39.97	48.88	1223	34.23	40.00	1169	3	347	1	1998
Nov 1-Dec 10...ROP	70.06	65.22	931	48.15	50.30	1045	37.72	39.30	1042	61.66	60.45	980	2	9	1.3	1993
Nov 1-Dec 25...YHOO	30.86	23.85	773	26.50	25.49	962	36.62			35.91	37.45	1043			1.8	1998
Nov 1-Jan 5...NAV	62.75	53.8	857	27.91	34.96	1253	27.45	28.99	1056	34.77	42.05	1209	2	34	2.2	1971
Nov 1-Jan 25...MDT	no cash for purchases			no cash for purchases			56.45	58.80	1042	50.92	51.60	1014	1	192	2.8	1993
Nov 1-Apr 1...BDX	no cash for purchases			no cash for purchases			50.65	61.48	1214	52.25	58.50	1120	1	51	5	1984
Nov 5-Dec 31...VCI	10.50	11.61	1106	15.04	14.57	969	31.08	29.32	943	35.25	35.10	996	1	10	1.8	1993
Nov 15-Dec 31...MZ	5.53	2.91	474	.84	.82	976	1.20	1.31	1092	2.90	3.50	1207			1.5	1999
Nov 15-Feb 1...IDEV	7.39	6.42	869	7.06	6.42	909	4.24	5.31	1252	6.53	5.00	766			2.5	1993
Nov 20-Dec 31...ACXM	12.42	11.75	946	25.18	25.64	1018	22.53	22.96	1019	25.97	26.50	1020	1	12	1.3	1985
Nov 20-Jan 15...REGN	18.06	24.15	1337	23.59	22.70	962	11.11	15.98	1528	8.47	7.65	903	4	3	1.8	1993
Nov 20-Mar 1...TOL	20.21	21.16	1047	29.76	29.40	988	33.75	32.04	949	51.50	88.06	1710	2	37	3.3	1988
Nov 25-Jan 25...IMMU	2.28	2.25	987	2.65	4.40	1660	2.20	2.71	1232	3.00	3.82	1270	4	1	2	1993
Dec 1-Dec 31...EAT	22.86	19.38	848	30.36	29.66	977	39.75	37.99	956	34.35	35.05	1020	2	41	1	1982
Dec 1-Dec 31...CCK	25.43	25.88	1018	20.74	21.04	1014	18.74	19.50	1041	12.95	13.72	1059	2	10	1	1993
Dec 1-Jan 20...MANU							1.90	2.08	1095	2.75	2.47	898	4	3	1.65	1994
Dec 1-Feb 1...MERQ							28.08	34.55	1266	45.31	43.57	962	2	107	2	1994
Dec 1-Feb 25...WLP	83.50	73.83	884	76.09	81.05	1065	78.00	77.00	987	103.5	121.15	1170	1	133	2.8	1995
Dec 5-May 1...SWY	34.68	31.44	934	31.75	35.83	1129	23.94	25.06	1047	18.94	21.25	1122	2	45	4.8	1991
Dec 10-Jan 15...GTK							31.35	33.06	1055	26.50	23.90	902			1.2	1993
Dec 15-Jan 15...TIVO	8.10	7.18	886	5.51	5.84	1060	5.37	5.36	998	5.63	4.25	755	4	10	1	2000
Dec 15-Jan 15...TLGD	8.08	7.31	905	9.05	10.25	1133	10.74	10.85	1010	11.63	10.26	882			1	1996
Dec 15-Jan 15...YRCW	17.57	14.67	835	37.25	40.93	1099	44.75	48.50	1084	54.19	52.74	973			1	1987
Dec 15-Jan 15...SCON	8.25	4.78	579	2.35	2.09	889	.50	.65	1300	1.26	1.12	889	8	2	1	1994
Dec 15-Feb 1...ANDW				10.52	10.28	977	11.22	12.86	1146	13.83	13.14	950	4	40	1.5	1993
Dec 15-Feb 1...LSCP							23.50	27.00	1149	31.52	29.72	943			1.5	1993
Dec 15-Feb 1...RTN	61.7	65.29	1058	52.75	51.92	985	39.85	40.89	1026	39.60	37.56	948	1	60	1.5	1982
Dec 15-Feb 1...SIE	41.94	42.87	1022	34.56	40.15	1162	40.43	39.62	980	56.93	55.15	969	2	24	1.5	1993
Dec 15-Feb 1...REFR	9.70	7.18	740	5.49	6.50	1184	5.09	5.29	1039	6.00	6.00	1000			1.5	1994
Dec 15-Feb 1...AGN	64.59	67.27	1041	121.10	116.76	964	108.60	116.57	1073	79.30	75.70	955	1	66	1.5	1990
Dec 15-Feb 1...NKE	64.04	61.64	962	97.15	98.62	1015	91.35	81.25	889	87.00	86.63	996	1	83	1.5	1988
Dec 15-Feb 1...XRX	16.09	15.55	966	17.17	17.25	1005	14.95	14.17	948	16.18	15.88	981			1.5	1978
Dec 15-Feb 1...EDO				23.23	23.25	1000	26.55	27.63	1041	31.13	32.02	1029	2	3	1.5	1993
Dec 15-Feb 5...TSO	48.06	37.14	773	71.89	84.19	1171	59.50	66.20	1113	31.35	32.40	1033	3	28	1.65	1993
Dec 15-Feb 10...NOVL	7.13	6.60	926	6.19	7.05	1139	8.64	9.26	1072	6.95	5.91	850	4	44	1.8	1989
Dec 15-Feb 15...INTC	26.23	20.31	774	20.92	21.15	1011	26.59	21.35	803	23.27	24.18	1038	2	1376	2	1987
Dec 15-Mar 15...STAR							24.55	27.55	1122	26.66	28.50	1069	3	3	3	1994
Dec 15-Mar 15...LOW	22.62	20.33	899	31.78	30.97	975	69.69	67.30	966	57.91	57.60	995	1	184	3	1986
Dec 15-Mar 15...COST	68.39	60.02	878	54.40	52.40	963	49.42	55.00	1109	47.81	45.70	952	1	153	3	1987
Dec 15-Mar 15...HLT				35.78	33.28	930	23.00	22.96	998	21.89	22.70	1037	1	26	3	1992
Dec 15-Mar 20...CGNX	19.51	20.37	1044	23.51	21.37	909	32.28	28.45	881	27.51	25.53	929	3		3.2	1990
Dec 15-May 1...MTB	82.46	94.49	1146	122.50	111.92	914	110.68	119.40	1079	104.97	103.40	985	16		4.5	1993
Dec 15-May 1...ADBE	41.79	38.34	917	43.06	41.73	969	34.89	39.15	1122	63.73	59.74	937	2	124	4.5	1989
Dec 15-May 10...AAPL	190.72	185.21	971	88.98	106.63	1198	72.67	71.29	981	no cash for purchases					4.8	1985
Dec 15-May 15...VECO	16.3	18.58	1140	18.75	17.54	935	18.27	24.86	1361	no cash for purchases			3	10	5	1995
Dec 15-Mar 1...ALKS	14.65	12.92	882	no cash for purchases			no cash for purchases			no cash for purchases			4	10	2.8	1992
Dec 15-Jun 1...JPM	44.82	42.63	951	no cash for purchases			no cash for purchases			no cash for purchases			1	362	5.5	1984
Dec 15-Jun 1...EBAY	32.52	29.99	922	no cash for purchases			no cash for purchases			no cash for purchases			2	805	5.5	1999
Dec 15-Jul 1...BAC	42.01	23.31	555	no cash for purchases			no cash for purchases			no cash for purchases			1	434	6.5	1992
Dec 20-Jan 20...WDC	30.28	22.63	747	21.10	20.32	963	no cash for purchases			no cash for purchases			3	14	1	1988
Dec 20-Feb 1...EPIC	no cash for purchases			13.20	13.88	1052	no cash for purchases			no cash for purchases			4	4	1.3	1995
Dec 20-Mar 1...CDE	no cash for purchases			5.04	4.50	893	no cash for purchases			no cash for purchases			4	11	2.3	1991
Dec 20-Mar 1...ABRX							no cash for purchases			no cash for purchases					2.3	1994
Dec 20-Apr 5...WMAR	no cash for purchases			17.12	18.14	1060	no cash for purchases			no cash for purchases			2	5	3.5	1994
Dec 20-Jul 15...ELON	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	1	6.8	1999
Jan 1-Feb 1...VLNC	1.94	1.57	809	1.75	1.55	886	1.56	1.74	1115	3.15	3.20	1016	5	1	1	1993
Jan 1-Feb 1...SFA							42.95	42.77	996	33.25	30.35	913	2	47	1	1984
Jan 1-Mar 1...RGEN	6.71	5.26	784	2.78	3.07	1104	4.09	4.43	1083	2.90	1.71	590	5	1	2	1991
Jan 1-Mar 1...PMTI	15.4	14.25	925	50.59	40.00	791	35.66	32.13	901	25.84	28.90	1118			2	1996
Jan 1-Mar 1...BLDP	5.31	4.52	851	5.74	5.94	1035	4.18	6.22	1488	6.85	5.98	873			2	1996
Jan 1-Mar 5...OLGC	1.33	.99	744	1.46	1.48	1014	4.92	5.76	1175	6.57	6.05	921	3	1	2.2	1994
Jan 1-Mar 10...SPEX	1.26	1.06	841	2.28	2.05	899	3.59	2.45	682	3.31	3.26	985			2.3	1985
Jan 1-Mar 15...MU	7.23	5.98	828	14.14	11.58	819	13.48	15.14	1123	12.38	10.38	839	3	98	2.5	1993
Jan 1-Apr 1...GDYS							no cash for purchases			9.29	9.13	983	3	2	3	1992
Jan 1-May 1...AMD	7.40	5.98	808	20.08	13.54	674	no cash for purchases			no cash for purchases			3	125	4	1984
Jan 1-Jun 1...LSI							no cash for purchases			no cash for purchases			3	19	5	1991
Jan 5-Mar 1...TXN	30.66	29.97	977	28.58	30.55	1069	33.71	30.29	893	23.50	26.90	1445	2	277	1.8	1982
Jan 5-Apr 1...VVUS	5.19	6.00	1156	3.65	5.11	1400	no cash for purchases			no cash for purchases					2.8	1995
Jan 5-May 1...FULT	10.32	12.45	1206	no cash for purchases			no cash for purchases			no cash for purchases			1	3	3.8	1991
Jan 10-Mar 1...CLX	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	43	1.65	1984
Jan 15-Feb 15...GGG	33.77	35.9	1063	41.47	40.90	986	38.55	40.40	1048	35.43	38.23	1079			1	1987
Jan 15-Apr 20...CAT	66.36	83.89	1264	59.87	72.03	1203	61.69	78.99	1280	93.31	89.60	960			3.2	1963
Jan 15-Jun 1...MCD	54.39	59.12	1087	44.36	50.56	1140	34.72	32.97	950	31.20	30.84	989	1	101	4.5	1971
Jan 15-Jun 1...ABS							23.00	25.60	1113	23.14	20.99	907	1	57	4.5	1985
Jan 15-Jul 5...LIZ	16.96	13.59	800	45.27	37.75	833	35.86	36.55	1019	41.00	39.84	972	1	22	5.65	1987
Jan 20-Apr 20...SNS	7.19	7.89	1097	17.67	16.87	955	17.98	19.62	1091	17.75	18.71	1054	2	2	3	1993
Jan 25-Feb 25...HSY	35.95	36.79	1023	50.89	52.98	1041	54.10	52.24	966	55.61	62.00	1115			1	1992
Feb 1-Mar 1...SLGN	47.45	46.68	984	48.79	48.21	988	37.50	39.42	1053	60.27	67.00	1112	2	4	1	1998
Feb 1-Mar 1...GI				74.85	75.49	1009	70.29	58.45	832	29.36	31.5	1073			1	1991
Feb 1-Mar 1...HLYW										14.04	13.70	976	3	11	1	1994
Feb 1-Mar 5...WEN	24.58	24.00	976	33.95	31.08	915	58.99	60.62	1028	39.30	38.64	983	1	40	1.2	1984
Feb 1-Mar 15...PD							80.43	72.00	895	96.30	105.60	1097	2	171	1.5	1983
Feb 1-May 1...SII	54.13	76.03	1405	39.95	52.15	1255	45.00	43.10	958	59.25	58.18	982	2	78	3	1984
Feb 1-May 1...AIT	30.15	24.23	804	24.56	26.48	1078	42.25	42.00	994	28.60	28.05	981	2	3	3	1985
Feb 1-May 20...EAT	18.68	22.33	1195	31.58	33.70	1067	40.70	36.50	897	37.61	36.70	976	2	41	3.65	1982
Feb 5-Mar 5...RMBS	19.38	17.44	951	20.00	19.20	960	27.45	33.15	1208	17.65	15.06	853	4	21	1	1998
Feb 5-Mar 15...CPB	31.81	31.10	978	38.9	39.18	1007	29.60	32.20	1095	28.98	28.15	971	1	18	1.3	1986
Feb 5-Mar 15...VAL	20.18	19.69	976	28.22	27.01	957	26.66	26.81	1006	46.26	46.70	1009	1	5	1.3	1993
Feb 5-Apr 1...VCI	10.10	11.37	1126	15.76	17.20	1070	27.85	29.25	1050	34.71	35.30	1017	1	10	1.8	1993
Feb 10-Apr 1...HOFF				16.18	14.49	896	1.18	.83	703	1.11	.42	379			1.65	1998
Feb 15-May 1...AHC							139.00	144.20	1037	94.53	92.90	983			2.5	1984
Feb 20-Apr 1...DCLK										7.46	7.63	1021	4	14	1.3	1999
Feb 20-Apr 15...UNH	47.81	36.13	756	54.55	52.96	971	58.80	53.03	902	88.03	92.61	1052	1	210	1.8	1991
Feb 25-Mar 25...PSUN	11.02	13.45	1221	19.45	20.52	1055	23.95	22.11	923	25.31	26.15	1033	3	43	1	1994
Feb 25-Apr 25...DRQ	50.24	60.41	1202	41.60	50.00	1202	54.16	77.48	1431	31.60	31.59	1000			2	1998
Mar 1-Apr 1...TJX	31.9	33.25	1042	27.10	27.06	999	24.50	24.81	1013	24.55	24.78	1009	2	55	1	1989
Mar 1-Apr 1...VNO	83.49	88.20	1056	127.99	119.34	932	89.10	96.00	1077	68.75	69.90	1017	1	23	1	1989
Mar 1-Apr 10...UIC				53.70	53.25	992	51.66	61.36	1158	33.22	31.65	953	2	3	1.3	1989
Mar 1-Apr 20...COA	4.40	3.36	764	10.82	10.91	1008	11.80	11.18	947	14.99	12.06	805	2	1	1.65	1988
Mar 1-May 1...PETM	21.48	22.42	1044	29.03	33.40	1151	25.99	27.60	1062	30.50	26.76	877	2	55	2	1994
Mar 1-May 1...TOPP				9.01	9.98	1108	8.06	8.81	1093	9.30	8.68	933	2	1	2	1991
Mar 1-May 1...AMR	12.80	9.04	706	33.00	26.38	799	25.10	24.64	982	8.55	10.51	1229	3	47	2	1993
Mar 1-May 5...WDC	30.13	29.26	971	19.00	18.06	951	22.55	21.77	965	11.36	13.14	1157	3	14	2.2	1988
Mar 1-May 5...TSO	36.88	25.4	689	91.15	116.8	1281	60.66	72.15	1189	36.93	39.05	1057	3	28	2.2	1993
Mar 5-May 5...RTN	65.10	64.84	996	52.10	54.3	1042	44.11	46.25	1048	38.74	38.81	1002	1	60	2	1982
Mar 5-May 20...TLGD	5.41	4.41	815	11.63	11.51	990	15.40	9.64	626	8.25	7.44	902			2.5	1996
Mar 10-May 5...RTI	50.48	42.86	849	84.86	85.13	1003	39.97	61.50	1539	24.70	24.62	997	3	1	1.8	1991
Mar 15-May 15...MTSN	5.68	5.10	898	8.75	9.89	1130	12.10	10.19	842	8.50	6.37	745	4	3	2	1995
Mar 25-May 10...SON	28.07	32.51	1158	38.26	43.44	1135	33.52	30.75	917	28.65	27.36	955	1	6	1.5	1991
Apr 1-May 1...GM	19.53	23.1	1183	30.61	31.3	1023	21.75	23.20	1067	29.72	26.73	899			1	1963
Apr 1-May 1...JH				51.23	52.74	1029	39.60	41.60	1051	34.40	36.09	1049	1	3	1	1993
Apr 1-May 1...MERQ							34.55	36.80	1065	47.53	41.27	868	2	107	1	1994
Apr 1-May 1...SLGN	51.32	53.14	1035	51.11	57.62	1127	40.35	39.07	968	65.28	61.72	945	2	4	1	1998
Apr 1-May 1...PPD	43.44	43.5	1000	50.11	58.28	1143	35.58	33.90	953	33.90	35.67	1052	1	1	1	1993
Apr 1-May 1...HXL	19.38	22.28	1150	19.89	21.01	1056	22.00	22.35	1016	15.51	16.51	1064	3	1	1	1988
Apr 1-May 1...DD	47.02	48.7	1036	49.49	49.36	997	42.28	44.21	1046	51.52	47.12	915	1	117	1	1963
Apr 1-May 5...SLB	87.00	100.25	1152	69.10	74.5	1078	64.12	72.20	1126	71.10	68.88	969			1.2	1982
Apr 1-May 5...X	125.37	157.94	1220	99.30	105.5	1062	61.95	75.28	1215	51.20	44.92	877			1.2	1993
Apr 1-May 15...MMM	79.61	77.7	976	76.44	84.85	1110	75.97	86.70	1141	85.69	75.97	887	1	213	1.5	1993
Apr 1-May 15...CIEN	31.53	34.47	1093	27.95	29.53	1057	5.32	3.88	729	1.76	2.08	1182			1.5	1998
Apr 1-Jun 1...PPP				47.75	54.46	1141	50.75	44.60	879	49.60	49.69	1002	2	20	2	1984
Apr 1-Jun 1...IRF	21.82	23.17	1062	38.23	36.9	965	41.55	45.38	1092	45.50	47.80	1051	3	46	2	1988
Apr 1-Jun 1...AGN	56.95	57.51	1009	110.02	124.3	1130	108.49	95.00	876	70.05	77.04	1091	1	66	2	1990
Apr 1-Jun 1...CAL	19.9	14.72	740	36.15	40.49	1120	26.96	25.04	929	12.00	13.70	1142	3	18	2	1993
Apr 1-Jun 1...BA	75.02	82.61	1101	88.90	101.45	1141	78.25	83.60	1068	58.55	63.95	1092	1	174	2	1963
Apr 1-Jun 1...ARRS	5.99	9.31	1554	14.15	16.5	1166	13.80	11.95	866	6.92	8.62	1246			2	1994
Apr 1-Jun 1...VLNC	4.48	4.05	904	1.27	1.38	1087	2.46	1.99	809	3.10	2.93	945	5	1	2	1993
Apr 1-Jun 1..ANDW				10.56	13.27	1257	12.33	10.12	821	11.71	13.25	1132	4	40	2	1993
Apr 1-Jun 1...FED	27.55	14.89	540	no cash for purchases			60.50	57.82	956	51.01	54.10	1061	1	3	2	1989
Apr 1-Jun 5...REGN	19.29	17.31	897	no cash for purchases			16.55	13.07	790	5.11	6.16	1205	4	3	2.2	1993
Apr 1-Jun 5...TSN	16.04	17.21	1073	no cash for purchases			13.80	16.01	1160	16.70	18.46	1105	2	25	2.2	1987
Apr 1-Jul 1...ASCA	18.46	13.67	741	no cash for purchases			26.00	19.36	745	27.59	26.05	944	3	5	3	1994
Apr 1-Jul 10...MANU	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			4	3	3.3	1994
Apr 1-Jul 10...FDRY	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	30	3.3	2000
Apr 5-May 5...PLNR	no cash for purchases			8.43	7.83	929	no cash for purchases			no cash for purchases			4	3	1	1996
Apr 5-May 10...SFA	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	47	1.2	1984
Apr 5-May 15...SYMC	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	250	1.3	1993
Apr 5-May 25...UFI	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			4	1	1.65	1993
Apr 5-Jun 1...FLS	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	7	1.8	1991
Apr 5-Jun 1...MO	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	273	1.8	1993
Apr 5-Jun 5...VAL	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	5	2	1993
Apr 5-Aug 20...MOT	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	243	4.5	1978
Apr 10-Jun 1...TER	no cash for purchases			16.99	17.00	1000	16.02	15.55	971	14.26	12.98	910	3	42	1.65	1993
Apr 10-Jun 1...KRON	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases					1.65	1993
Apr 10-Jun 1...MRVC	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			5	2	1.65	1994
Apr 10-Jun 1...FDC	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	127	1.65	1993
Apr 10-Jul 1...DNA	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases					2.65	1987
Apr 10-Jul 10...ORCL	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	500	3	1993
Apr 15-May 15...CTXS	31.25	34.66	1109	33.83	31.31	926	38.20	41.01	1074	22.62	23.35	1032	2	39	1	1996
Apr 15-Jun 1...KO	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			1	241	1.5	1993
Apr 15-Jun 1...TLAB	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	90	1.5	1991
Apr 15...Jun 1...TRMB	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases					1.5	1993
Apr 15-Jun 1...CCUR	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases					1.5	1993
Apr 15-Jun 15...SIE	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	24	2	1993
Apr 15-Jul 1...GSOF	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases					2.5	1993
Apr 15-Jul 1...BNT	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			3	1	2.5	1989
Apr 20-Jun 1...IDNX							7.52	5.91	786	5.12	5.51	1071	3	4	1.3	1992
Apr 20-Jun 1...ALKS	11.29	12.64	1119	16.69	16.07	963	21.25	19.88	936	11.64	11.55	992	4	10	1.3	1992
Apr 20-Jul 5...REFR	7.71	5.56	721	11.68	14.00	1199	5.70	5.19	911	5.10	3.07	602			2.5	1994
Apr 25-Jun 1...CDE	3.37	3.13	929	3.99	3.67	920	7.03	4.68	666	3.51	3.45	983	4	11	1.2	1991
Apr 25-Jun 5...ADM	46.31	38.17	824	39.55	34.22	865	no cash for purchases			no cash for purchases					1.3	1984
Apr 25-Jun 1...ESRX	no cash for purchases			no cash for purchases			no cash for purchases			no cash for purchases			2	74	1.2	1993

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