Price and Volume Information: (AHBY)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-020.650.93
2004-01-050.610.930.855500
2004-01-0611.2126500
2004-01-070.851.051.053500
2004-01-080.851.051.0514800
2004-01-090.85114500
2004-01-120.750.980.984000
2004-01-130.910.987500
2004-01-140.9113000
2004-01-150.810.92000
2004-01-160.75115000
2004-01-200.80.850.8515400
2004-01-210.70.85
2004-01-220.91.011.0113000
2004-01-230.91.01
2004-01-260.91.11.023000
2004-01-270.851.10.932000
2004-01-280.851.10.937400
2004-01-290.851.10.992000
2004-01-300.851.021.012000
2004-02-020.851.02
2004-02-030.650.810.8127000
2004-02-040.81.021.0112000
2004-02-050.861.02111000
2004-02-060.861.020.863300
2004-02-090.851.020.853300
2004-02-100.851.02
2004-02-110.81.020.8300
2004-02-120.71
2004-02-130.71
2004-02-170.711
2004-02-180.70.980.9524400
2004-02-190.70.910.932000
2004-02-200.660.870.876000
2004-02-230.890.950.8523500
2004-02-240.760.91
2004-02-250.680.950.781600
2004-02-260.680.820.8737600
2004-02-270.80.950.9530600
2004-03-010.650.780.85000
2004-03-020.650.78
2004-03-030.650.78
2004-03-040.560.780.65107500
2004-03-050.60.790.7965500
2004-03-080.530.770.62000
2004-03-090.530.75
2004-03-100.530.75
2004-03-110.530.75
2004-03-120.530.75
2004-03-150.510.750.532500
2004-03-160.510.75
2004-03-170.510.750.5518500
2004-03-180.510.650.51100
2004-03-190.510.75
2004-03-220.650.770.7563400
2004-03-230.720.850.7930800
2004-03-240.610.90.8512700
2004-03-250.610.880.812100
2004-03-260.610.880.88800
2004-03-290.660.760.74000
2004-03-300.770.880.820500
2004-03-310.850.920.951200
2004-04-010.961.011.0149500
2004-04-021.051.11.0744600
2004-04-051.021.051.0567000
2004-04-060.871.040.93000
2004-04-070.860.920.8634800
2004-04-080.80.940.954200
2004-04-120.80.930.827500
2004-04-130.840.920.9223900
2004-04-140.820.920.9115100
2004-04-150.620.670.6564900
2004-04-160.610.670.6713400
2004-04-190.610.750.7163500
2004-04-200.650.660.6534800
2004-04-210.60.650.66000
2004-04-220.510.570.574000
2004-04-230.40.480.4571000
2004-04-260.40.520.4519000
2004-04-270.510.610.5113000
2004-04-280.470.590.5991000
2004-04-290.470.60.4714500
2004-04-300.40.50.4322700
2004-05-030.350.450.4123000
2004-05-040.30.350.365500
2004-05-050.380.40.38159500
2004-05-060.40.510.43115100
2004-05-070.520.650.6449600
2004-05-100.510.550.5567600
2004-05-110.420.510.5147300
2004-05-120.420.510.511100
2004-05-130.350.420.435000
2004-05-140.40.470.425000
2004-05-170.360.47
2004-05-180.40.490.4545900
2004-05-190.40.50.419000
2004-05-200.450.510.4724000
2004-05-210.360.40.447500
2004-05-240.350.430.379000
2004-05-250.380.430.43500
2004-05-260.380.42
2004-05-270.360.430.3617600
2004-05-280.360.425
2004-06-010.360.4
2004-06-020.360.40.45000
2004-06-030.350.40.363600
2004-06-040.380.430.473300
2004-06-070.350.380.35132000
2004-06-080.270.330.3394200
2004-06-090.250.270.2548000
2004-06-100.270.320.27105500
2004-06-140.2250.230.23189000
2004-06-150.210.230.21164000
2004-06-160.180.210.18189600
2004-06-170.150.170.15196100
2004-06-180.1450.1550.155386100
2004-06-210.1450.160.14511000
2004-06-220.190.20.285800
2004-06-230.20.220.21100100
2004-06-240.20.230.2235127000
2004-06-250.220.240.2418500
2004-06-280.220.240.2415000
2004-06-290.20.230.2127700
2004-06-300.160.180.1784300
2004-07-010.170.190.1832500
2004-07-020.160.190.16240700
2004-07-060.130.140.13162200
2004-07-070.130.140.1350000
2004-07-080.120.140.1252000
2004-07-090.110.1150.11105500
2004-07-120.110.120.1126000
2004-07-130.120.140.1250500
2004-07-140.130.140.1447200
2004-07-150.110.120.11127000
2004-07-160.110.120.125500
2004-07-190.10.1350.135138700
2004-07-200.120.140.14353300
2004-07-210.130.150.15383100
2004-07-220.130.150.15197000
2004-07-230.1250.140.1483500
2004-07-260.130.1350.13296400
2004-07-270.130.140.14177500
2004-07-280.090.110.1468900
2004-07-290.090.1050.11162700
2004-07-300.080.090.0828500
2004-08-020.080.0950.09561800
2004-08-030.080.0950.09533400
2004-08-040.080.090.0835000
2004-08-050.080.0950.0952500
2004-08-060.0950.110.09586500
2004-08-090.080.10.08555500
2004-08-100.080.090.0834500
2004-08-110.080.090.095500
2004-08-120.070.10.0854000
2004-08-130.040.050.04358800
2004-08-160.070.090.0791800
2004-08-170.0450.060.0596500
2004-08-180.060.070.0753800
2004-08-190.050.070.0552000
2004-08-200.050.070.0712250
2004-08-230.050.070.0544400
2004-08-240.050.070.0512500
2004-08-250.050.070.0678500
2004-08-260.050.060.0682500
2004-08-270.050.0650.065194775
2004-08-300.050.070.05595500
2004-08-310.0450.0520.048470000
2004-09-010.050.060.05340500
2004-09-020.050.060.057500
2004-09-030.0550.0650.058115000
2004-09-070.050.060.05157500
2004-09-080.0450.060.06121067
2004-09-090.0450.050.04539000
2004-09-100.0450.050.0457500
2004-09-130.0450.050.04580000
2004-09-140.040.0450.04112700
2004-09-150.040.0450.04513000
2004-09-160.0350.0450.031129500
2004-09-170.0350.040.035264900
2004-09-200.0350.0450.03570000
2004-09-210.0350.040.03557500
2004-09-220.040.0450.049000
2004-09-230.040.050.04531500
2004-09-240.0450.050.051000
2004-09-270.0450.05
2004-09-280.0450.050.053000
2004-09-290.0450.0550.0560000
2004-09-300.0450.055
2004-10-010.0450.055
2004-10-040.0450.055
2004-10-050.0450.055
2004-10-060.0450.050.04592375
2004-10-070.0450.05
2004-10-080.0450.05
2004-10-110.0450.05
2004-10-120.0450.05
2004-10-130.0450.05
2004-10-140.0450.05
2004-10-150.0450.05
2004-10-180.0480.05
2004-10-190.0480.05
2004-10-200.0480.050.04825000
2004-10-210.0450.050.0485000
2004-10-220.0450.05
2004-10-250.0450.050.0453000
2004-10-260.0450.050.04510000
2004-10-270.0450.050.0453000
2004-10-280.0450.050.0453900
2004-10-290.0450.050.04524700
2004-11-010.0450.05
2004-11-020.0450.050.04565000
2004-11-030.0420.0450.04225000
2004-11-040.0420.0450.04257500
2004-11-050.0420.050.04229500
2004-11-080.0450.060.04543200
2004-11-090.050.060.0591000
2004-11-100.050.060.0685884
2004-11-110.0550.060.05560500
2004-11-120.040.0450.04142800
2004-11-150.0350.040.0393000
2004-11-160.0350.040.03518000
2004-11-170.030.0350.0325000
2004-11-180.0250.030.02522500
2004-11-190.0250.0350.03535000
2004-11-220.030.0450.0465000
2004-11-230.030.0450.031000
2004-11-240.030.0450.045000
2004-11-260.030.045
2004-11-290.030.0450.035333
2004-11-300.030.045
2004-12-010.030.040.0324616
2004-12-020.030.040.03103000
2004-12-030.030.040.03136875
2004-12-060.030.040.04115000
2004-12-070.0250.0350.0352800
2004-12-080.0150.0250.02206000
2004-12-090.0150.025
2004-12-100.0250.0350.03225000
2004-12-130.0250.035
2004-12-140.0280.0330.03140000
2004-12-150.0350.040.04156600
2004-12-160.040.0480.047100000
2004-12-170.040.050.0590000
2004-12-200.0450.050.0550000
2004-12-210.0450.050.047570000
2004-12-220.0450.050.0540000
2004-12-230.0350.040.04270400
2004-12-270.0350.04
2004-12-280.0470.050.0456000
2004-12-290.0350.040.0427000
2004-12-300.0350.040.04150000
2004-12-310.040.050.04179600
2005-01-030.040.050.0562500
2005-01-040.0450.050.0463000
2005-01-050.0450.050.04583700
2005-01-060.0450.050.0574000
2005-01-070.0450.050.045128500
2005-01-100.0450.050.05281000
2005-01-110.0450.050.0550000
2005-01-120.0450.0550.05255000
2005-01-130.0550.0650.065119000
2005-01-140.0550.0650.06540000
2005-01-180.0550.065
2005-01-190.0550.06
2005-01-200.060.0650.06111560
2005-01-210.060.0650.06520000
2005-01-240.0550.060.0610000
2005-01-250.0550.06
2005-01-260.0660.070.065117500
2005-01-270.070.0750.07114400
2005-01-280.070.0750.06598000
2005-01-310.060.0650.065211000
2005-02-010.0650.070.07150000
2005-02-020.0650.070.0745000
2005-02-030.0650.070.0740000
2005-02-040.0550.060.06273300
2005-02-070.0550.060.06560000
2005-02-080.060.0650.062225000
2005-02-090.060.0650.06550000
2005-02-100.060.0650.06540000
2005-02-110.0410.0450.041186000
2005-02-140.0320.040.032320000
2005-02-150.0320.0380.032299500
2005-02-160.0450.0550.05143300
2005-02-170.0550.060.06236500
2005-02-180.0550.060.0686000
2005-02-220.050.060.05124550
2005-02-230.0650.070.0697000
2005-02-240.050.0650.06572000
2005-02-250.0550.070.06560000
2005-02-280.0550.070.0730000
2005-03-010.0550.0690.06535000
2005-03-020.0550.069
2005-03-030.0550.069
2005-03-040.0550.069
2005-03-070.0650.070.06920000
2005-03-080.0650.07
2005-03-090.0650.07
2005-03-100.0650.07
2005-03-110.0650.07
2005-03-140.0650.07
2005-03-150.0650.070.0652000
2005-03-160.0650.07
2005-03-170.0550.070.0610000
2005-03-180.0550.07
2005-03-210.0550.07
2005-03-220.0550.07
2005-03-230.0550.07
2005-03-240.0550.070.055268
2005-03-280.0650.070.0720000
2005-03-290.0650.07
2005-03-300.0650.07
2005-03-310.080.0850.08242898
2005-04-010.070.080.0710567
2005-04-040.070.08
2005-04-050.070.08
2005-04-060.070.08
2005-04-070.060.070.06510000
2005-04-080.060.07
2005-04-110.0650.070.06515000
2005-04-120.0650.07
2005-04-130.070.090.08524900
2005-04-140.070.0750.0712000
2005-04-150.070.075
2005-04-180.070.075
2005-04-190.070.075
2005-04-200.070.075
2005-04-210.070.075
2005-04-220.070.075
2005-04-250.070.0750.076500
2005-04-260.0850.090.0917000
2005-04-270.080.09
2005-04-280.070.0850.087000
2005-04-290.0350.050.04165000
2005-05-020.02750.0350.025111300
2005-05-030.0450.060.057555000
2005-05-040.030.040.03468350
2005-05-050.030.04
2005-05-060.040.0550.05535000
2005-05-090.050.060.0660000
2005-05-100.050.060.05137400
2005-05-110.0450.060.0577600
2005-05-120.0450.0550.0570000
2005-05-130.0450.0550.0550000
2005-05-160.0450.060.05575000
2005-05-170.0450.0550.0585000
2005-05-180.040.050.0590000
2005-05-190.040.050.0525000
2005-05-200.040.0450.04570000
2005-05-230.0450.050.0585000
2005-05-240.040.050.0525000
2005-05-250.0450.050.0560000
2005-05-260.040.050.04300000
2005-05-270.040.050.0560000
2005-05-310.040.060.04380000
2005-06-010.0450.060.045103300
2005-06-020.0450.060.062120000
2005-06-030.0450.06
2005-06-060.0450.060.0658400
2005-06-070.0450.05
2005-06-080.0450.050.0525000
2005-06-090.040.050.04205000
2005-06-100.040.050.0550000
2005-06-130.040.050.0540000
2005-06-140.0450.050.0540000
2005-06-150.040.050.045106800
2005-06-160.0450.050.0545000
2005-06-170.0450.050.04170000
2005-06-200.0450.050.049105000
2005-06-210.0450.0550.035473800
2005-06-220.040.0450.0595000
2005-06-230.040.0450.04595000
2005-06-240.0440.050.04545000
2005-06-270.040.0440.045215200
2005-06-280.0380.0420.04195300
2005-06-290.0390.040.04125000
2005-06-300.0350.0450.04392000
2005-07-010.0350.050.0475000
2005-07-050.0350.0450.0470000
2005-07-060.0350.0450.035103080
2005-07-070.0350.045
2005-07-080.0350.045
2005-07-110.0350.045
2005-07-120.0350.045
2005-07-130.0350.045
2005-07-140.03250.040.0355000
2005-07-150.030.040.03558700
2005-07-180.030.04
2005-07-190.03250.040.03550000
2005-07-200.03250.04
2005-07-210.03250.04
2005-07-220.03250.04
2005-07-250.03250.04
2005-07-260.050.060.055105000
2005-07-270.050.060.0540000
2005-07-280.0550.060.055140000
2005-07-290.060.06250.0625105000