Price and Volume Information: (DCPI)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-05-240.751.010.95000
2004-05-250.8510.8558800
2004-05-260.650.850.7515500
2004-05-270.660.870.651000
2004-05-280.660.95
2004-06-010.70.95
2004-06-020.6510.914000
2004-06-030.951.051.0134500
2004-06-041.251.51.3189000
2004-06-071.851.951.95334800
2004-06-081.451.681.68108500
2004-06-091.341.751.38182300
2004-06-101.071.21.2411400
2004-06-141.231.281.25241000
2004-06-150.921.051.05190100
2004-06-160.910.950.93278100
2004-06-170.630.840.8126600
2004-06-180.620.790.62494600
2004-06-210.650.840.79530300
2004-06-220.620.750.622500
2004-06-230.70.790.7562500
2004-06-240.70.790.791900
2004-06-250.70.790.77700
2004-06-280.620.70.6222700
2004-06-290.80.880.834700
2004-06-300.740.850.83000
2004-07-010.730.85
2004-07-020.730.850.732700
2004-07-060.680.840.857600
2004-07-070.680.840.66118300
2004-07-080.680.840.692800
2004-07-090.810.850.8532300
2004-07-120.710.880.858000
2004-07-130.70.80.820700
2004-07-140.630.70.6583700
2004-07-150.690.770.7837600
2004-07-160.710.790.7961900
2004-07-190.680.780.7514800
2004-07-200.720.810.8151600
2004-07-210.710.810.8139700
2004-07-220.70.780.7316900
2004-07-230.70.80.713000
2004-07-260.650.70.7106400
2004-07-270.750.840.7441700
2004-07-280.780.850.7839900
2004-07-290.70.80.7575100
2004-07-300.8910.98279200
2004-08-020.890.960.8996200
2004-08-030.820.860.8913600
2004-08-041.051.081.05158000
2004-08-051.071.121.1165900
2004-08-060.981.011.0181500
2004-08-090.850.990.9315000
2004-08-101.051.141.0883200
2004-08-110.910.950.934300
2004-08-120.90.960.9129800
2004-08-130.90.950.917400
2004-08-160.850.950.96500
2004-08-170.820.950.8518900
2004-08-180.821.050.9913100
2004-08-190.921.051.052100
2004-08-201.021.051.0541950
2004-08-231.021.081.0230750
2004-08-241.041.071.049865
2004-08-250.680.740.7277239
2004-08-260.680.690.6838720
2004-08-270.670.710.68152980
2004-08-300.710.840.7539250
2004-08-310.690.840.727000
2004-09-010.690.76
2004-09-020.70.750.7339500
2004-09-030.70.840.753660
2004-09-070.860.880.8875350
2004-09-080.750.830.8360890
2004-09-090.780.840.837000
2004-09-100.780.80.784600
2004-09-130.790.820.819710
2004-09-140.750.820.7712500
2004-09-150.750.80.753510
2004-09-160.650.70.6777300
2004-09-170.670.750.728600
2004-09-200.650.690.713650
2004-09-210.620.650.6524250
2004-09-220.60.650.6342000
2004-09-230.580.60.5869152
2004-09-240.530.540.55136200
2004-09-270.510.550.4636456
2004-09-280.470.490.4728100
2004-09-290.450.480.477750
2004-09-300.510.520.5293514
2004-10-010.460.520.4610300
2004-10-040.450.490.46144600
2004-10-050.450.480.4563000
2004-10-060.470.560.5113520
2004-10-070.470.580.472600
2004-10-080.470.580.482560600
2004-10-110.420.510.4545700
2004-10-120.450.570.575850
2004-10-130.540.60.626600
2004-10-140.430.450.4567650
2004-10-150.430.550.5555400
2004-10-180.480.590.5949200
2004-10-190.620.680.6557100
2004-10-200.510.610.644300
2004-10-210.430.570.559400
2004-10-220.430.490.4327910
2004-10-250.440.490.445565
2004-10-260.450.540.530000
2004-10-270.720.760.7272645
2004-10-280.60.70.749465
2004-10-290.550.70.619000
2004-11-010.510.6850.72000
2004-11-020.450.570.4511800
2004-11-030.60.750.6513000
2004-11-040.430.550.5166000
2004-11-050.430.550.5524880
2004-11-080.430.680.74000
2004-11-090.510.60.6187900
2004-11-100.510.650.62500
2004-11-110.510.650.6636100
2004-11-120.550.650.651000
2004-11-150.550.650.6519600
2004-11-160.450.550.456500
2004-11-170.430.50.4513700
2004-11-180.510.60.622000
2004-11-190.510.580.51400
2004-11-220.430.50.569108
2004-11-230.380.410.4125567
2004-11-240.380.430.4169500
2004-11-260.380.430.433100
2004-11-290.380.440.3918500
2004-11-300.380.40.424588
2004-12-010.310.340.3157500
2004-12-020.310.340.3120250
2004-12-030.310.370.3247600
2004-12-060.310.350.34573000
2004-12-070.310.330.370000
2004-12-080.270.30.28157050
2004-12-090.260.290.2657800
2004-12-100.260.270.2713030
2004-12-130.20.210.2108800
2004-12-140.160.20.19165500
2004-12-150.160.19
2004-12-160.180.20.1930947
2004-12-170.190.1950.1912500
2004-12-200.170.20.226400
2004-12-210.170.190.19998930
2004-12-220.160.180.1631600
2004-12-230.170.190.179925
2004-12-270.210.250.25266273
2004-12-280.260.30.317500
2004-12-290.250.30.259600
2004-12-300.190.20.264500
2004-12-310.20.260.218200
2005-01-030.20.230.2500
2005-01-040.20.23
2005-01-050.20.23
2005-02-070.120.20.2115000
2005-02-080.140.17
2005-02-090.120.150.1530000
2005-02-100.120.150.1446000
2005-02-110.080.110.08587000
2005-02-140.080.10.0810000
2005-02-150.060.070.07530000
2005-02-160.050.060.05175600
2005-02-170.050.10.0625000
2005-02-180.050.1
2005-02-220.080.10.194500
2005-02-230.040.0450.04413500
2005-02-240.0350.050.04150400
2005-02-250.0350.040.035287100
2005-02-280.0350.040.03552000
2005-03-010.0350.040.035350
2005-03-020.0350.040.03524700
2005-03-030.0350.04
2005-03-040.0350.040.04100
2005-03-070.0350.040.041300
2005-03-080.040.050.0518000
2005-03-090.040.05
2005-03-100.040.050.051500
2005-03-110.0350.0450.04532000
2005-03-140.0350.045
2005-03-150.0350.045
2005-03-160.0350.045
2005-03-170.0350.050.05100
2005-03-180.0350.05
2005-03-210.0350.05
2005-03-220.0350.050.053100
2005-03-230.0350.05
2005-03-240.0450.060.0530900
2005-03-280.0450.060.0455100
2005-03-290.0450.060.0458500
2005-03-300.040.050.04510000
2005-03-310.040.06
2005-04-010.040.050.0425000
2005-04-040.040.05
2005-04-050.040.05
2005-04-060.040.060.0532450
2005-04-070.040.06
2005-04-080.040.050.0425100
2005-04-110.040.050.04900
2005-04-120.040.05
2005-04-130.040.05
2005-04-140.0360.0450.0425000
2005-04-150.0360.045
2005-04-180.0360.050.036206250
2005-04-190.0360.050.053175
2005-04-200.0360.05
2005-04-210.0360.050.03615000
2005-04-220.0360.05
2005-04-250.0360.05
2005-04-260.0360.05
2005-04-270.0360.05
2005-04-280.0360.05
2005-04-290.0360.05
2005-05-020.0360.05
2005-05-030.0360.05
2005-05-040.0360.05
2005-05-050.0360.05
2005-05-060.0360.05
2005-05-090.0360.050.0369400
2005-05-100.0360.050.0412000
2005-05-110.0360.05
2005-05-120.0360.05
2005-05-130.0360.040.0413000
2005-05-160.0360.04
2005-05-170.0360.04
2005-05-180.0360.040.0361700
2005-05-190.0360.04
2005-05-200.0360.04
2005-05-230.0360.04
2005-05-240.0350.0460.04111500
2005-05-250.040.050.0522000
2005-05-260.040.050.058600
2005-05-270.040.05
2005-05-310.040.05
2005-06-010.040.05
2005-06-020.040.05
2005-06-030.040.05
2005-06-060.040.050.042000
2005-06-070.040.05
2005-06-080.0350.0450.045000
2005-06-090.0350.0450.0353500
2005-06-100.0350.045
2005-06-130.030.040.03510000
2005-06-140.030.040.03500
2005-06-150.030.04
2005-06-160.030.04
2005-06-170.030.04
2005-06-200.030.04
2005-06-210.030.04
2005-06-220.030.04
2005-06-230.030.04
2005-06-240.030.040.0318350
2005-06-270.030.0350.0312000
2005-06-280.030.040.0355000
2005-06-290.0350.050.0580000
2005-06-300.0350.050.053000
2005-07-010.0350.050.051300
2005-07-050.0350.05
2005-07-060.0350.050.042000
2005-07-070.0350.050.0465000
2005-07-080.0350.05
2005-07-110.0350.05
2005-07-120.0350.05
2005-07-130.0350.05
2005-07-140.0350.05
2005-07-150.0350.050.035500
2005-07-180.0350.05
2005-07-190.0350.050.035500
2005-07-200.0350.050.04800
2005-07-210.0350.05
2005-07-220.0350.05
2005-07-250.0350.05
2005-07-260.0350.05
2005-07-270.0350.050.0453600
2005-07-280.0350.05
2005-07-290.0350.05
2005-08-010.0350.05
2005-08-020.0350.05
2005-08-030.0350.05
2005-08-040.0350.05
2005-08-050.0350.05
2005-08-080.0350.05
2005-08-090.0350.05
2005-08-100.0350.05
2005-08-110.0350.05
2005-08-120.0350.05
2005-08-150.0350.05
2005-08-160.0350.05
2005-08-170.0350.05
2005-08-180.0350.040.03520000
2005-08-190.0350.040.03515000
2005-08-220.0350.040.0352500
2005-08-230.0350.04
2005-08-240.0350.04
2005-08-250.0350.04
2005-08-260.0350.04
2005-08-290.0350.040.035200
2005-08-300.0350.04
2005-08-310.0350.040.0355250
2005-09-010.0350.040.03510313
2005-09-020.0350.040.035775
2005-09-060.0350.04
2005-09-070.0350.04
2005-09-080.0350.04
2005-09-090.0350.04
2005-09-120.0350.04
2005-09-130.0350.04
2005-09-140.0350.04
2005-09-150.0350.04
2005-09-160.0350.040.041175
2005-09-190.0350.04
2005-09-200.0350.04
2005-09-210.0350.04
2005-09-220.0350.040.03511700
2005-09-230.0350.04
2005-09-260.0350.040.035500
2005-09-270.0350.04
2005-09-280.0350.04
2005-09-290.0350.04
2005-09-300.0350.04
2005-10-030.0350.04
2005-10-040.0350.040.035200
2005-10-050.0350.04
2005-10-060.0350.04
2005-10-070.0350.04
2005-10-100.0350.04
2005-10-110.0350.04
2005-10-120.0350.04
2005-10-130.0350.04
2005-10-140.0350.04
2005-10-170.0350.04
2005-10-180.0350.04
2005-10-190.030.040.0320750
2005-10-200.020.0250.02197500
2005-10-210.020.025
2005-10-240.020.0250.025000
2005-10-250.020.0250.02520200
2005-10-260.020.0250.0226700
2005-10-270.0250.030.03185000
2005-10-280.0250.03
2005-10-310.0250.03
2005-11-010.0250.03
2005-11-020.0250.03
2005-11-030.0250.03
2005-11-040.0250.030.0251000