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>  >  >   spam works: evidence from stock touts and corresponding market activity

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Data

Touted stocks

Table of touts

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Authors

Laura Frieder

Jonathan Zittrain

Resources

The paper

Tech Review article

Pink Sheets

Date	Bid	Ask	Sale	Volume
2004-01-02	0.049	0.051	0.05	1554900
2004-01-05	0.049	0.051	0.05	668600
2004-01-06	0.05	0.052	0.051	313400
2004-01-07	0.054	0.055	0.054	579600
2004-01-08	0.054	0.056	0.054	669300
2004-01-09	0.064	0.069	0.065	1761800
2004-01-12	0.064	0.067	0.064	298800
2004-01-13	0.06	0.062	0.06	1297900
2004-01-14	0.062	0.063	0.063	502800
2004-01-15	0.053	0.059	0.059	1720900
2004-01-16	0.048	0.052	0.048	4842400
2004-01-20	0.035	0.039	0.039	5127800
2004-01-21	0.037	0.039	0.038	1011000
2004-01-22	0.042	0.045	0.042	1533500
2004-01-23	0.044	0.048	0.044	580200
2004-01-26	0.045	0.049	0.045	331200
2004-01-27	0.045	0.048	0.045	547600
2004-01-28	0.043	0.048	0.045	167300
2004-01-29	0.067	0.072	0.067	6389200
2004-01-30	0.075	0.076	0.076	6604200
2004-02-02	0.062	0.07	0.07	2843900
2004-02-03	0.062	0.07	0.062	160200
2004-02-04	0.056	0.057	0.056	1665300
2004-02-05	0.053	0.055	0.053	592800
2004-02-06	0.053	0.055	0.053	1160600
2004-02-09	0.059	0.06	0.06	1526900
2004-02-10	0.053	0.057	0.053	686200
2004-02-11	0.055	0.057	0.057	670100
2004-02-12	0.055	0.06	0.059	245100
2004-02-13	0.055	0.059	0.055	244400
2004-02-17	0.054	0.059	0.054	163700
2004-02-18	0.054	0.058	0.054	293400
2004-02-19	0.055	0.06	0.058	247300
2004-02-20	0.058	0.061	0.06	1155300
2004-02-23	0.056	0.06	0.06	440200
2004-02-24	0.045	0.05	0.048	2665700
2004-02-25	0.034	0.036	0.035	7167400
2004-02-26	0.035	0.036	0.035	2199900
2004-02-27	0.035	0.036	0.035	364600
2004-03-01	0.036	0.04	0.036	380600
2004-03-02	0.043	0.045	0.045	491900
2004-03-03	0.044	0.046	0.044	941900
2004-03-04	0.044	0.046	0.046	239300
2004-03-05	0.04	0.043	0.04	639300
2004-03-08	0.04	0.043	0.043	219200
2004-03-09	0.04	0.043	0.04	198000
2004-03-10	0.04	0.042	0.04	751000
2004-03-11	0.04	0.044	0.04	401000
2004-03-12	0.04	0.045	0.04	2394800
2004-03-15	0.04	0.045	0.04	207700
2004-03-16	0.042	0.045	0.042	192100
2004-03-17	0.044	0.046	0.045	943500
2004-03-18	0.044	0.046	0.044	10000
2004-03-19	0.042	0.043	0.042	117300
2004-03-22	0.04	0.045	0.04	47100
2004-03-23	0.044	0.045	0.045	2064900
2004-03-24	0.041	0.043	0.041	77500
2004-03-25	0.041	0.045	0.041	238700
2004-03-26	0.04	0.043	0.04	928300
2004-03-29	0.041	0.044	0.041	481000
2004-03-30	0.041	0.044	0.041	132200
2004-03-31	0.043	0.045	0.043	119100
2004-04-01	0.044	0.046	0.044	1014100
2004-04-02	0.043	0.045	0.044	341400
2004-04-05	0.043	0.046	0.043	341900
2004-04-06	0.044	0.046	0.044	503900
2004-04-07	0.038	0.041	0.04	1768300
2004-04-08	0.039	0.041	0.039	368200
2004-04-12	0.038	0.04	0.038	244700
2004-04-13	0.034	0.04	0.038	949800
2004-04-14	0.034	0.04	0.036	167700
2004-04-15	0.035	0.038	0.035	219000
2004-04-16	0.034	0.038	0.034	87300
2004-04-19	0.033	0.04	0.04	247300
2004-04-20	0.033	0.038	0.033	13500
2004-04-21	0.035	0.041	0.035	177100
2004-04-22	0.036	0.039	0.036	286600
2004-04-23	0.036	0.039	0.036	18400
2004-04-26	0.034	0.037	0.034	179400
2004-04-27	0.033	0.037	0.037	309800
2004-04-28	0.035	0.039	0.037	156100
2004-04-29	0.035	0.039	0.035	475100
2004-04-30	0.033	0.037	0.033	164700
2004-05-03	0.033	0.035	0.033	582900
2004-05-04	0.032	0.034	0.032	445100
2004-05-05	0.031	0.034	0.031	471400
2004-05-06	0.031	0.034	0.033	89500
2004-05-07	0.031	0.034	0.031	69000
2004-05-10	0.03	0.033	0.03	319000
2004-05-11	0.032	0.034	0.032	507000
2004-05-12	0.032	0.034	0.032	40600
2004-05-13	0.032	0.034	0.032	244600
2004-05-14	0.032	0.034	0.032	55000
2004-05-17	0.03	0.032	0.032	710600
2004-05-18	0.029	0.032	0.029	1120900
2004-05-19	0.029	0.033	0.033	473600
2004-05-20	0.029	0.033	0.029	270000
2004-05-21	0.025	0.03	0.03	288700
2004-05-24	0.028	0.031	0.028	280700
2004-05-25	0.025	0.03	0.025	471200
2004-05-26	0.029	0.031	0.03	382200
2004-05-27	0.028	0.031	0.028	42000
2004-05-28	0.028	0.031	0.031	110500
2004-06-01	0.026	0.03	0.026	535600
2004-06-02	0.029	0.031	0.029	52900
2004-06-03	0.026	0.029	0.029	2662500
2004-06-04	0.026	0.029	0.026	72700
2004-06-07	0.021	0.025	0.021	3728600
2004-06-08	0.022	0.026	0.025	954600
2004-06-09	0.024	0.027	0.024	473000
2004-06-10	0.024	0.027	0.025	728300
2004-06-14	0.02	0.025	0.02	684900
2004-06-15	0.02	0.022	0.02	236900
2004-06-16	0.02	0.025	0.02	187100
2004-06-17	0.02	0.025	0.02	206000
2004-06-18	0.02	0.025	0.021	76600
2004-06-21	0.018	0.022	0.018	690800
2004-06-22	0.018	0.025	0.018	33600
2004-06-23	0.018	0.023	0.018	173600
2004-06-24	0.017	0.02	0.019	47900
2004-06-25	0.017	0.019	0.017	156200
2004-06-28	0.017	0.018	0.017	256500
2004-06-29	0.017	0.018	0.017	414100
2004-06-30	0.017	0.018	0.018	386700
2004-07-01	0.017	0.024	0.02	323400
2004-07-02	0.019	0.022	0.02	948900
2004-07-06	0.02	0.022	0.02	172200
2004-07-07	0.017	0.02	0.017	871100
2004-07-08	0.016	0.02	0.02	437300
2004-07-09	0.016	0.02	0.016	86500
2004-07-12	0.016	0.02	0.016	145000
2004-07-13	0.016	0.02	0.016	192600
2004-07-14	0.014	0.015	0.015	2161000
2004-07-15	0.013	0.015	0.013	1838600
2004-07-16	0.011	0.013	0.011	6264100
2004-07-19	0.012	0.014	0.012	1692200
2004-07-20	0.0125	0.014	0.0125	196900
2004-07-21	0.011	0.015	0.011	948700
2004-07-22	0.011	0.015	0.011	25800
2004-07-23	0.012	0.014	0.014	208900
2004-07-26	0.012	0.015	0.015	1105000
2004-07-27	0.011	0.015	0.012	1145000
2004-07-28	0.011	0.013	0.013	1349000
2004-07-29	0.012	0.015	0.013	113900
2004-07-30	0.012	0.015	0.012	12500
2004-08-02	0.012	0.016	0.016	118600
2004-08-03	0.011	0.016	0.012	44800
2004-08-04	0.011	0.016	0.011	7400
2004-08-05	0.012	0.016	0.012	20300
2004-08-06	0.012	0.015	0.012	64400
2004-08-09	0.012	0.016	0.012	38700
2004-08-10	0.013	0.017	0.015	478700
2004-08-11	0.014	0.016	0.015	351800
2004-08-12	0.014	0.016	0.014	62700
2004-08-13	0.021	0.025	0.025	806200
2004-08-16	0.018	0.025	0.018	266700
2004-08-17	0.018	0.025	0.02	439900
2004-08-18	0.02	0.025	0.025	911500
2004-08-19	0.02	0.025	0.025	126440
2004-08-20	0.02	0.025	0.025	45400
2004-08-23	0.024	0.025	0.025	1431281
2004-08-24	0.024	0.025	0.025	433761
2004-08-25	0.025	0.026	0.025	935723
2004-08-26	0.025	0.026	0.025	245000
2004-08-27	0.025	0.026	0.025	115238
2004-08-30	0.024	0.026	0.024	1042500
2004-08-31	0.024	0.026	0.026	99970
2004-09-01	0.025	0.026	0.025	238972
2004-09-02	0.025	0.027	0.027	112400
2004-09-03	0.026	0.027	0.027	1185500
2004-09-07	0.03	0.033	0.03	2136166
2004-09-08	0.035	0.04	0.035	1779866
2004-09-09	0.037	0.042	0.042	154900
2004-09-10	0.036	0.039	0.036	269390
2004-09-13	0.038	0.04	0.038	34669
2004-09-14	0.036	0.039	0.039	921143
2004-09-15	0.036	0.039	0.039	16213
2004-09-16	0.036	0.037	0.037	233650
2004-09-17	0.033	0.037	0.037	437523
2004-09-20	0.035	0.036	0.036	340729
2004-09-21	0.035	0.037	0.035	260700
2004-09-22	0.025	0.03	0.03	225366
2004-09-23	0.025	0.03	0.025	48867
2004-09-24	0.026	0.03	0.03	309700
2004-09-27	0.029	0.03	0.03	167100
2004-09-28	0.029	0.03	0.029	53900
2004-09-29	0.029	0.03	0.029	154730
2004-09-30	0.029	0.031	0.029	524385
2004-10-01	0.029	0.031	0.031	17900
2004-10-04	0.03	0.031	0.03	956186
2004-10-05	0.028	0.03	0.028	343500
2004-10-06	0.028	0.03	0.03	452172
2004-10-07	0.022	0.027	0.022	844144
2004-10-08	0.022	0.026	0.022	212690
2004-10-11	0.025	0.026	0.025	376056
2004-10-12	0.013	0.015	0.013	20087748
2004-10-13	0.012	0.017	0.012	1003380
2004-10-14	0.017	0.018	0.018	1645900
2004-10-15	0.015	0.017	0.015	146684
2004-10-18	0.015	0.017	0.015	124305
2004-10-19	0.016	0.018	0.016	499175
2004-10-20	0.017	0.018	0.018	548100
2004-10-21	0.017	0.019	0.019	818450
2004-10-22	0.018	0.019	0.018	1003587
2004-10-25	0.017	0.019	0.018	64465
2004-10-26	0.014	0.016	0.015	822350
2004-10-27	0.015	0.016	0.015	334435
2004-10-28	0.015	0.017	0.015	243100
2004-10-29	0.016	0.017	0.017	70900
2004-11-01	0.015	0.016	0.015	372300
2004-11-02	0.014	0.016	0.014	29475
2004-11-03	0.014	0.015	0.014	949073
2004-11-04	0.014	0.015	0.015	145165
2004-11-05	0.014	0.015	0.014	133721
2004-11-08	0.012	0.015	0.014	1541950
2004-11-09	0.012	0.015	0.013	1248372
2004-11-10	0.012	0.014	0.012	1004600
2004-11-11	0.014	0.015	0.014	322505
2004-11-12	0.013	0.014	0.013	782575
2004-11-15	0.011	0.0115	0.011	2271510
2004-11-16	0.009	0.012	0.012	1545705
2004-11-17	0.009	0.011	0.009	772565
2004-11-18	0.009	0.011	0.009	636033
2004-11-19	0.009	0.01	0.0091	1043341
2004-11-22	0.009	0.01	0.009	335550
2004-11-23	0.0095	0.01	0.009	3060818
2004-11-24	0.009	0.01	0.01	320265
2004-11-26	0.009	0.011	0.009	30500
2004-11-29	0.0085	0.01	0.0085	589415
2004-11-30	0.007	0.009	0.009	954551
2004-12-01	0.006	0.007	0.007	2942170
2004-12-02	0.006	0.0075	0.0075	1894692
2004-12-03	0.0055	0.006	0.0055	6124297
2004-12-06	0.0065	0.008	0.0065	921061
2004-12-07	0.008	0.0088	0.007	904754
2004-12-08	0.0045	0.0055	0.004	4107334
2004-12-09	0.004	0.005	0.005	3456400
2004-12-10	0.005	0.006	0.006	703035
2004-12-13	0.0047	0.006	0.0047	648220
2004-12-14	0.0047	0.006	0.0047	2227785
2004-12-15	0.005	0.006	0.006	698000
2004-12-16	0.006	0.0069	0.0065	2989150
2004-12-17	0.006	0.0069	0.006	93600
2004-12-20	0.006	0.0065	0.006	2168565
2004-12-21	0.005	0.006	0.005	889570
2004-12-22	0.005	0.0053	0.005	450960
2004-12-23	0.005	0.0053	0.005	197600
2004-12-27	0.005	0.0053	0.005	1758766
2004-12-28	0.0048	0.0053	0.0048	414253
2004-12-29	0.005	0.0055	0.005	2594111
2004-12-30	0.005	0.0055	0.0048	1602645
2004-12-31	0.0045	0.005	0.0045	781358
2005-01-03	0.0027	0.0032	0.003	3975312
2005-01-04	0.0029	0.0032	0.0029	1184045
2005-01-05	0.0027	0.0032	0.003	1011961
2005-01-06	0.0028	0.0032	0.0028	284952
2005-01-07	0.0033	0.0036	0.0033	822300
2005-01-10	0.0032	0.0037	0.0037	499080
2005-01-11	0.0039	0.0041	0.0039	1192650
2005-01-12	0.004	0.0042	0.004	629850
2005-01-13	0.0039	0.0042	0.0039	2417150
2005-01-14	0.004	0.0042	0.004	1141133
2005-01-18	0.0035	0.004	0.004	385825
2005-01-19	0.0038	0.0041	0.0038	1482500
2005-01-20	0.0035	0.004	0.0035	1187200
2005-01-21	0.0032	0.0035	0.0032	1168171
2005-01-24	0.003	0.0035	0.003	870644
2005-01-25	0.0028	0.003	0.003	772807
2005-01-26	0.0029	0.0032	0.003	2097605
2005-01-27	0.0029	0.0031	0.0029	5500
2005-01-28	0.0029	0.0032	0.0029	226630
2005-01-31	0.0028	0.003	0.003	154819
2005-02-01	0.0028	0.003	0.0028	207850
2005-02-02	0.0029	0.0031	0.0029	688750
2005-02-03	0.0029	0.0031	0.0029	260350
2005-02-04	0.0029	0.0031	0.0029	1650
2005-02-07	0.0028	0.003	0.0028	3734900
2005-02-08	0.0029	0.003	0.0029	920077
2005-02-09	0.0026	0.0028	0.0026	707700
2005-02-10	0.0025	0.0027	0.0025	1433300
2005-02-11	0.0019	0.0022	0.0019	1932800
2005-02-14	0.0017	0.0022	0.002	3876892
2005-02-15	0.0017	0.0022	0.0017	65600
2005-02-16	0.0016	0.002	0.002	1020548
2005-02-17	0.0015	0.0018	0.0018	537700
2005-02-18	0.0015	0.0017	0.0015	2575408
2005-02-22	0.0014	0.0016	0.0014	335815
2005-02-23	0.0014	0.0016	0.0014	18511
2005-02-24	0.0014	0.0016	0.0014	72190
2005-02-25	0.0016	0.0018	0.0018	305790
2005-02-28	0.0016	0.0019	0.0016	275200
2005-03-01	0.0017	0.0022	0.0017	374200
2005-03-02	0.0024	0.0025	0.0017	832450
2005-03-03	0.0033	0.004	0.0035	3690450
2005-03-04	0.005	0.0053	0.005	3273917
2005-03-07	0.007	0.0073	0.0073	5170032
2005-03-08	0.0063	0.0066	0.0065	3511458
2005-03-09	0.0048	0.006	0.0048	2624818
2005-03-10	0.0058	0.0062	0.0058	972700
2005-03-11	0.005	0.0055	0.005	361888
2005-03-14	0.005	0.0055	0.0055	1484050
2005-03-15	0.0045	0.005	0.0045	2820810
2005-03-16	0.0052	0.0057	0.0057	2305499
2005-03-17	0.013	0.015	0.015	38875006
2005-03-18	0.01	0.012	0.012	10087641
2005-03-21	0.01	0.011	0.01	3174784
2005-03-22	0.008	0.009	0.009	1817157
2005-03-23	0.008	0.009	0.008	377450
2005-03-24	0.008	0.009	0.008	664527
2005-03-28	0.008	0.01	0.008	1685834
2005-03-29	0.0075	0.008	0.0075	1900792
2005-03-30	0.0052	0.006	0.006	3156952
2005-03-31	0.006	0.0065	0.006	1155290
2005-04-01	0.006	0.0067	0.006	1103790
2005-04-04	0.008	0.0095	0.008	3083638
2005-04-05	0.0088	0.009	0.0088	1690482
2005-04-06	0.007	0.008	0.0075	522900
2005-04-07	0.0065	0.007	0.0065	688182
2005-04-08	0.0061	0.007	0.0061	605800
2005-04-11	0.0055	0.006	0.0055	839700
2005-04-12	0.0056	0.0063	0.0056	443946
2005-04-13	0.0055	0.0057	0.0055	804525
2005-04-14	0.0055	0.006	0.0055	591167
2005-04-15	0.0054	0.006	0.0054	873384
2005-04-18	0.0052	0.0059	0.0052	179290
2005-04-19	0.005	0.0055	0.005	543800
2005-04-20	0.005	0.0055	0.0055	1226100
2005-04-21	0.0055	0.0065	0.006	2479665
2005-04-22	0.0055	0.0065	0.0055	110400
2005-04-25	0.0055	0.0065	0.0065	87409
2005-04-26	0.0055	0.0065	0.0055	69160
2005-04-27	0.0055	0.0065	0.0055	40790
2005-04-28	0.0055	0.0065	0.0055	197847
2005-04-29	0.0054	0.006	0.0054	7585
2005-05-02	0.0054	0.006	0.0054	3600
2005-05-03	0.0051	0.006	0.0055	747150
2005-05-04	0.0051	0.0057	0.0051	862975
2005-05-05	0.0055	0.006	0.006	1184069
2005-05-06	0.0055	0.0059	0.0055	320200
2005-05-09	0.0055	0.0059	0.0055	916873
2005-05-10	0.0055	0.0057	0.0055	335347
2005-05-11	0.0055	0.0057	0.0055	13784
2005-05-12	0.0055	0.0057	0.0055	806000
2005-05-13	0.0055	0.0057	0.0055	13260
2005-05-16	0.0055	0.0057	0.0055	571511
2005-05-17	0.0055	0.0059	0.0055	54734
2005-05-18	0.0055	0.0059	0.0055	60672
2005-05-19	0.0055	0.0059	0.0055	90005
2005-05-20	0.0055	0.0057	0.0055	359577
2005-05-23	0.0055	0.0057	0.0055	36443
2005-05-24	0.0055	0.0057	0.0055	145750
2005-05-25	0.0055	0.0056	0.0055	141800
2005-05-26	0.0055	0.0056	0.0055	329675
2005-05-27	0.0055	0.0056	0.0055	1041400
2005-05-31	0.0055	0.0056	0.0055	57360
2005-06-01	0.005	0.0056	0.0055	137065
2005-06-02	0.005	0.0056	0.005	9100
2005-06-03	0.005	0.0055	0.005	752150
2005-06-06	0.0053	0.0055	0.0053	235750
2005-06-07	0.0053	0.0055	0.0055	1586700
2005-06-08	0.0054	0.0055	0.0054	253783
2005-06-09	0.0052	0.0054	0.0054	205650
2005-06-10	0.0052	0.0054	0.0052	921564
2005-06-13	0.0052	0.0053	0.0052	994314
2005-06-14	0.0052	0.0053	0.0052	172700
2005-06-15	0.0052	0.0053	0.0052	168950
2005-06-16	0.0073	0.0079	0.0074	11148360
2005-06-17	0.007	0.0075	0.007	2054757
2005-06-20	0.007	0.0075	0.007	403914
2005-06-21	0.0061	0.007	0.0061	1157810
2005-06-22	0.0053	0.0057	0.0055	830591
2005-06-23	0.0053	0.0055	0.0053	1162034
2005-06-24	0.0053	0.0055	0.0055	251609
2005-06-27	0.0053	0.0055	0.0053	210125
2005-06-28	0.0053	0.007	0.0055	643500
2005-06-29	0.0053	0.0055	0.0053	359890
2005-06-30	0.0053	0.0055	0.0053	95300
2005-07-01	0.0051	0.0058	0.0051	164850
2005-07-05	0.0051	0.0053	0.0052	24100
2005-07-06	0.005	0.0052	0.005	892995
2005-07-07	0.0044	0.005	0.0044	581775
2005-07-08	0.0044	0.005	0.0044	205300
2005-07-11	0.0044	0.005	0.0045	81232
2005-07-12	0.0043	0.0045	0.0043	215750
2005-07-13	0.0043	0.0045	0.0043	21670
2005-07-14	0.0044	0.005	0.0048	1428245
2005-07-15	0.005	0.0053	0.005	855200
2005-07-18	0.0045	0.0053	0.0045	386304
2005-07-19	0.0046	0.005	0.005	328550
2005-07-20	0.0049	0.0051	0.0049	2907200
2005-07-21	0.0047	0.005	0.005	3800760
2005-07-22	0.0055	0.0056	0.0055	1830800
2005-07-25	0.0055	0.006	0.0056	213200
2005-07-26	0.0055	0.006	0.0055	63735
2005-07-27	0.0062	0.007	0.007	928033
2005-07-28	0.0078	0.0082	0.0078	3967904
2005-07-29	0.0078	0.0085	0.0085	1431100
2005-08-01	0.008	0.009	0.009	119600
2005-08-02	0.0078	0.0082	0.0082	420340
2005-08-03	0.0072	0.0075	0.0075	610300
2005-08-04	0.007	0.0074	0.0074	652000
2005-08-05	0.0063	0.008	0.0065	2177868
2005-08-08	0.0055	0.007	0.006	781263
2005-08-09	0.006	0.007	0.006	162100
2005-08-10	0.006	0.007	0.007	334900
2005-08-11	0.0075	0.0085	0.0075	1529800
2005-08-12	0.009	0.0092	0.009	3334142
2005-08-15	0.01	0.013	0.012	3365334
2005-08-16	0.01	0.011	0.01	1881028
2005-08-17	0.011	0.013	0.012	1442000
2005-08-18	0.011	0.013	0.013	1130421
2005-08-19	0.011	0.014	0.014	213975
2005-08-22	0.011	0.014	0.014	104885
2005-08-23	0.012	0.014	0.014	523477
2005-08-24	0.011	0.012	0.012	372170
2005-08-25	0.011	0.0115	0.0115	260430
2005-08-26	0.011	0.014	0.012	203175
2005-08-29	0.01	0.012	0.012	1078369
2005-08-30	0.01	0.011	0.01	492222
2005-08-31	0.01	0.011	0.01	685544
2005-09-01	0.01	0.011	0.01	459700
2005-09-02	0.01	0.014	0.01	736000
2005-09-06	0.01	0.014	0.01	59643
2005-09-07	0.01	0.014	0.01	51800
2005-09-08	0.01	0.014	0.01	114500
2005-09-09	0.01	0.013	0.01	131050
2005-09-12	0.009	0.011	0.009	692560
2005-09-13	0.009	0.01	0.009	33545
2005-09-14	0.009	0.012	0.011	430120
2005-09-15	0.009	0.012	0.009	55222
2005-09-16	0.009	0.012	0.01	9711
2005-09-19	0.009	0.01	0.01	628074
2005-09-20	0.009	0.0098	0.0098	1318811
2005-09-21	0.009	0.0095	0.0088	164600
2005-09-22	0.009	0.0095	0.009	143700
2005-09-23	0.009	0.0095	0.009	50638
2005-09-26	0.009	0.0095	0.009	134839
2005-09-27	0.009	0.0095	0.009	95000
2005-09-28	0.0085	0.0095	0.009	366700
2005-09-29	0.0085	0.0095	0.0085	70103
2005-09-30	0.0085	0.0093	0.0085	40925
2005-10-03	0.0085	0.0093	0.0093	447400
2005-10-04	0.0095	0.0118	0.0095	2082950
2005-10-05	0.009	0.0115	0.0115	1001200
2005-10-06	0.009	0.0115	0.011	378500
2005-10-07	0.009	0.0115	0.0115	35100
2005-10-10	0.009	0.0115	0.0115	127620
2005-10-11	0.009	0.0105	0.0105	868075
2005-10-12	0.009	0.0105	0.0105	198334
2005-10-13	0.009	0.0105	0.0105	226500
2005-10-14	0.008	0.01	0.01	277436
2005-10-17	0.008	0.01	0.01	176080
2005-10-18	0.008	0.01	0.01	109595
2005-10-19	0.008	0.01	0.01	271802
2005-10-20	0.008	0.01	0.01	256350
2005-10-21	0.008	0.01	0.01	384280
2005-10-24	0.008	0.01	0.008	216100
2005-10-25	0.008	0.01	0.009	162650
2005-10-26	0.008	0.01	0.008	75100
2005-10-27	0.0078	0.009	0.0078	630400
2005-10-28	0.0078	0.009	0.009	169766
2005-10-31	0.0083	0.009	0.0083	490027
2005-11-01	0.0083	0.009	0.0083	248925
2005-11-02	0.0083	0.0085	0.0085	78420
2005-11-03	0.0083	0.0085	0.0083	37560
2005-11-04	0.0083	0.0085	0.0085	50350