Price and Volume Information: (DCPT)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-020.0070.025
2004-01-050.010.025
2004-01-060.010.025
2004-01-070.010.025
2004-01-080.010.025
2004-01-090.010.025
2004-01-120.010.025
2004-01-130.010.0250.01100
2004-01-140.010.025
2004-01-150.010.0250.0111500
2004-01-160.010.025
2004-01-200.010.030.011000
2004-01-210.010.03
2004-01-220.010.03
2004-01-230.010.030.012300
2004-01-260.010.03
2004-01-270.010.03
2004-01-280.010.03
2004-01-290.010.03
2004-01-300.010.030.01100
2004-02-020.010.03
2004-02-030.010.03
2004-02-040.010.03
2004-02-050.010.03
2004-02-060.010.030.016000
2004-02-090.010.03
2004-02-100.010.030.014000
2004-02-110.010.03
2004-02-120.010.03
2004-02-130.010.030.035000
2004-02-170.010.03
2004-02-180.010.030.035000
2004-02-190.0110.03
2004-02-200.0110.03
2004-02-230.0110.030.011100
2004-02-240.0110.030.035000
2004-02-250.0110.03
2004-02-260.0110.03
2004-02-270.0110.03
2004-03-010.0110.03
2004-03-020.0110.03
2004-03-030.0110.03
2004-03-040.0110.03
2004-03-050.0110.030.011100
2004-03-080.0110.03
2004-03-090.0110.02
2004-03-100.0110.02
2004-03-110.0110.02
2004-03-120.0110.02
2004-03-150.0110.02
2004-03-160.0110.020.01523000
2004-03-170.0110.02
2004-03-180.0110.02
2004-03-190.0110.02
2004-03-220.0110.02
2004-03-230.0110.02
2004-03-240.0110.02
2004-03-250.020.040.025000
2004-03-260.020.03
2004-03-290.020.03
2004-03-300.050.060.0541300
2004-03-310.040.060.0520000
2004-04-010.0550.070.0631500
2004-04-020.050.07
2004-04-050.070.090.0857400
2004-04-060.080.10.1111000
2004-04-070.080.1
2004-04-080.080.110.17500
2004-04-120.080.11
2004-04-130.10.130.115000
2004-04-140.10.1250.15000
2004-04-150.10.140.1220000
2004-04-160.110.14
2004-04-190.1150.150.11531300
2004-04-200.1150.15
2004-04-210.1150.15
2004-04-220.1150.15
2004-04-230.1150.15
2004-04-260.1150.150.115100
2004-04-270.1150.15
2004-04-280.1150.15
2004-04-290.1150.15
2004-04-300.1150.15
2004-05-030.1150.15
2004-05-040.1150.15
2004-05-050.1150.15
2004-05-060.1150.15
2004-05-070.1150.150.1152100
2004-05-100.1150.13
2004-05-110.1150.13
2004-05-120.1150.140.11516600
2004-05-130.110.13
2004-05-140.090.120.115000
2004-05-170.0850.120.091500
2004-05-180.0850.10.0855300
2004-05-190.0850.1
2004-05-200.0850.1
2004-05-210.0850.1
2004-05-240.0850.10.085200
2004-05-250.080.1
2004-05-260.080.1
2004-05-270.080.10.086500
2004-05-280.080.1
2004-06-010.080.10.081400
2004-06-020.080.1
2004-06-030.080.1
2004-06-040.0750.090.0810000
2004-06-070.0750.09
2004-06-080.0750.09
2004-06-090.0750.09
2004-06-100.0750.09
2004-06-140.0750.09
2004-06-150.0750.09
2004-06-160.0750.09
2004-06-170.0750.09
2004-06-180.0750.090.075100
2004-06-210.0750.09
2004-06-220.0750.09
2004-06-230.0750.09
2004-06-240.0750.09
2004-06-250.0750.09
2004-06-280.0750.09
2004-06-290.0750.09
2004-06-300.0750.09
2004-07-010.0750.09
2004-07-020.0750.09
2004-07-060.0750.09
2004-07-070.0750.09
2004-07-080.0750.09
2004-07-090.0750.09
2004-07-120.0750.09
2004-07-130.0750.09
2004-07-140.070.09
2004-07-150.070.09
2004-07-160.070.090.07200
2004-07-190.070.09
2004-07-200.030.050.0350000
2004-07-210.030.050.034100
2004-07-220.030.05
2004-07-230.0250.040.0535000
2004-07-260.0250.04
2004-07-270.020.040.0255000
2004-07-280.020.04
2004-07-290.020.04
2004-07-300.020.04
2004-08-020.020.040.021200
2004-08-030.020.04
2004-08-040.020.04
2004-08-050.020.04
2004-08-060.020.04
2004-08-090.020.04
2004-08-100.040.070.0637000
2004-08-110.040.070.04500
2004-08-120.040.07
2004-08-130.040.07
2004-08-160.040.07
2004-08-170.040.07
2004-08-180.040.07
2004-08-190.040.07
2004-08-200.040.07
2004-08-230.040.070.042000
2004-08-240.040.070.04500
2004-08-250.040.07
2004-08-260.040.07
2004-08-270.040.07
2004-08-300.040.07
2004-08-310.040.05
2004-09-010.040.050.0415000
2004-09-020.040.05
2004-09-030.040.05
2004-09-070.040.05
2004-09-080.040.05
2004-09-090.040.05
2004-09-100.040.050.046000
2004-09-130.040.05
2004-09-140.040.050.041000
2004-09-150.040.050.04500
2004-09-160.040.05
2004-09-170.040.05
2004-09-200.040.05
2004-09-210.030.050.045000
2004-09-220.030.04
2004-09-230.030.04
2004-09-240.030.040.031000
2004-09-270.030.040.038000
2004-09-280.030.04
2004-09-290.030.040.03200
2004-09-300.030.04
2004-10-010.030.04
2004-10-040.030.04
2004-10-050.030.050.0425000
2004-10-060.030.05
2004-10-070.030.05
2004-10-080.030.05
2004-10-110.030.05
2004-10-120.030.05
2004-10-130.030.05
2004-10-140.030.05
2004-10-150.030.05
2004-10-180.030.05
2004-10-190.030.05
2004-10-200.030.05
2004-10-210.030.05
2004-10-220.030.05
2004-10-250.030.05
2004-10-260.030.05
2004-10-270.030.05
2004-10-280.030.05
2004-10-290.030.05
2004-11-010.030.05
2004-11-020.030.05
2004-11-030.030.05
2004-11-040.030.05
2004-11-050.030.05
2004-11-080.030.05
2004-11-090.030.05
2004-11-100.030.05
2004-11-110.030.05
2004-11-120.030.050.03800
2004-11-150.030.05
2004-11-160.030.040.032740
2004-11-170.0350.050.045350
2004-11-180.0350.050.035700
2004-11-190.0350.05
2004-11-220.0350.05
2004-11-230.0350.05
2004-11-240.0350.05
2004-11-260.0350.05
2004-11-290.0350.05
2004-11-300.030.050.03510000
2004-12-010.020.0350.0325000
2004-12-020.020.0350.02550
2004-12-030.020.035
2004-12-060.020.0350.022000
2004-12-070.010.030.0220000
2004-12-080.010.030.0115500
2004-12-090.010.03
2004-12-100.010.03
2004-12-130.010.03
2004-12-140.010.030.012000
2004-12-150.010.030.01200
2004-12-160.010.03
2004-12-170.010.030.01200
2004-12-200.010.03
2004-12-210.010.030.01200
2004-12-220.010.03
2004-12-230.010.03
2004-12-270.010.03
2004-12-280.010.03
2004-12-290.010.03
2004-12-300.010.03
2004-12-310.010.030.011650
2005-01-030.010.03
2005-01-040.010.03
2005-01-050.010.03
2005-01-060.010.03
2005-01-070.010.03
2005-01-100.010.030.01500
2005-01-110.010.030.01150
2005-01-120.010.03
2005-01-130.010.03
2005-01-140.010.03
2005-01-180.010.03
2005-01-190.010.03
2005-01-200.010.03
2005-01-210.020.030.02500
2005-01-240.020.03
2005-01-250.020.030.02500
2005-01-260.020.03
2005-01-270.020.03
2005-01-280.020.030.0320000
2005-01-310.020.030.02200
2005-02-010.020.03
2005-02-020.020.03
2005-02-030.020.03
2005-02-040.020.03
2005-02-070.020.03
2005-02-080.020.03
2005-02-090.020.03
2005-02-100.030.04
2005-02-110.030.04
2005-02-140.030.04
2005-02-150.030.04
2005-02-160.030.04
2005-02-170.030.05
2005-02-180.030.05
2005-02-220.020.050.035000
2005-02-230.020.05
2005-02-240.020.05
2005-02-250.010.030.0111600
2005-02-280.010.03
2005-03-010.010.03
2005-03-020.010.03
2005-03-030.010.03
2005-03-040.010.03
2005-03-070.010.030.022000
2005-03-080.010.03
2005-03-090.010.030.01500
2005-03-100.010.03
2005-03-110.010.03
2005-03-140.010.03
2005-03-150.010.03
2005-03-160.010.03
2005-03-170.010.03
2005-03-180.010.03
2005-03-210.010.03
2005-03-220.010.03
2005-03-230.0110.03
2005-03-240.0110.030.01125500
2005-03-280.0110.03
2005-03-290.0110.03
2005-03-300.0110.030.0111000
2005-03-310.0110.03
2005-04-010.0110.03
2005-04-040.0110.03
2005-04-050.0110.03
2005-04-060.0110.03
2005-04-070.0110.03
2005-04-080.0110.03
2005-04-110.0110.03
2005-04-120.0110.03
2005-04-130.0110.030.011200
2005-04-140.0110.030.01120000
2005-04-150.0110.03
2005-04-180.0110.03
2005-04-190.0110.03
2005-04-200.0110.03
2005-04-210.0110.03
2005-04-220.0110.03
2005-04-250.0110.03
2005-04-260.0110.03
2005-04-270.0110.03
2005-04-280.0110.03
2005-04-290.0110.03
2005-05-020.0110.030.011100
2005-05-030.0110.03
2005-05-040.0110.03
2005-05-050.0110.03
2005-05-060.0110.03
2005-05-090.0110.03
2005-05-100.0110.03
2005-05-110.0110.03
2005-05-120.0110.03
2005-05-130.0110.030.0221200
2005-05-160.0110.03
2005-05-170.0110.03
2005-05-180.0110.03
2005-05-190.0110.03
2005-05-200.0110.03
2005-05-230.0110.03
2005-05-240.0110.03
2005-05-250.0110.03
2005-05-260.0110.03
2005-05-270.0110.03
2005-05-310.0110.03
2005-06-010.0110.03
2005-06-020.0110.03
2005-06-030.020.030.0310000
2005-06-060.020.03
2005-06-070.020.03
2005-06-080.020.03
2005-06-090.020.03
2005-06-100.020.030.02100
2005-06-130.020.03
2005-06-140.020.03
2005-06-150.020.03
2005-06-160.020.03
2005-06-170.020.030.0224000
2005-06-200.020.03
2005-06-210.030.050.0520000
2005-06-220.030.05
2005-06-230.030.05
2005-06-240.030.05
2005-06-270.030.05
2005-06-280.030.05
2005-06-290.030.05
2005-06-300.020.07
2005-07-010.030.05
2005-07-050.030.050.03240
2005-07-060.030.05
2005-07-070.030.050.03500
2005-07-080.030.05
2005-07-110.030.05
2005-07-120.030.050.03100
2005-07-130.030.050.03300
2005-07-140.030.05
2005-07-150.030.05
2005-07-180.030.05
2005-07-190.030.05
2005-07-200.030.05
2005-07-210.030.05
2005-07-220.030.05
2005-07-250.030.05
2005-07-260.030.05
2005-07-270.030.05
2005-07-280.030.050.03500
2005-07-290.030.05