Price and Volume Information: (ABZT)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-06-040.150.250.156500
2004-06-070.20.250.23000
2004-06-080.20.250.25000
2004-06-090.20.250.25000
2004-06-100.20.25
2004-06-140.20.25
2004-06-150.20.25
2004-06-160.20.25
2004-06-170.20.25
2004-06-180.20.250.252000
2004-06-210.10.250.22000
2004-06-220.10.25
2004-06-230.10.25
2004-06-240.10.250.2500
2004-06-250.20.25
2004-06-280.20.25
2004-06-290.10.25
2004-06-300.10.25
2004-07-010.10.25
2004-07-020.10.25
2004-07-060.10.25
2004-07-070.10.25
2004-07-080.10.25
2004-07-090.10.25
2004-07-120.10.25
2004-07-130.10.25
2004-07-140.10.250.25500
2004-07-150.20.25
2004-07-160.20.250.2500
2004-07-190.20.250.254000
2004-07-200.20.250.256000
2004-07-210.20.25
2004-07-220.20.250.22000
2004-07-230.20.25
2004-07-260.180.25
2004-07-270.180.25
2004-07-280.180.25
2004-07-290.180.25
2004-07-300.180.25
2004-08-020.180.25
2004-08-030.180.25
2004-08-040.180.25
2004-08-050.180.250.2410000
2004-08-060.180.25
2004-08-090.180.25
2004-08-100.180.25
2004-08-110.180.25
2004-08-120.180.250.187000
2004-08-130.180.25
2004-08-160.180.25
2004-08-170.180.25
2004-08-180.250.1818000
2004-08-190.180.25
2004-08-200.180.250.185000
2004-08-230.10.250.1511000
2004-08-240.10.20.184000
2004-08-250.10.2
2004-08-260.10.2
2004-08-270.10.2
2004-08-300.10.2
2004-08-310.10.250.29500
2004-09-010.150.250.254500
2004-09-020.150.25
2004-09-030.150.25
2004-09-070.150.20.156000
2004-09-080.150.25
2004-09-090.150.2533500
2004-09-100.220.30.256000
2004-09-130.220.280.251000
2004-09-140.220.3
2004-09-150.270.310.295310500
2004-09-160.30.360.3589730
2004-09-170.30.350.3538770
2004-09-200.30.340.34109900
2004-09-210.250.280.33161100
2004-09-220.250.280.281000
2004-09-230.250.350.3510700
2004-09-240.250.350.312250
2004-09-270.250.350.2649000
2004-09-280.240.270.254100
2004-09-290.240.370.36100
2004-09-300.240.310.3113700
2004-10-010.310.3125150
2004-10-040.250.32
2004-10-050.280.2662000
2004-10-060.260.330.2968300
2004-10-070.240.290.2569030
2004-10-080.240.290.2438260
2004-10-110.240.290.2520800
2004-10-120.240.290.265000
2004-10-130.240.290.262500
2004-10-140.240.290.253300
2004-10-150.240.290.2891400
2004-10-180.310.380.34261612
2004-10-190.280.380.3623045
2004-10-200.330.380.3460800
2004-10-210.330.40.3824800
2004-10-220.30.420.347225
2004-10-250.30.420.3610150
2004-10-260.30.420.341800
2004-10-270.30.360.3544950
2004-10-280.30.340.33117080
2004-10-290.310.360.3654268
2004-11-010.30.3550.33131777
2004-11-020.30.350.3171143
2004-11-030.30.330.3137900
2004-11-040.30.3250.32182998
2004-11-050.30.340.3324110
2004-11-080.320.370.3673710
2004-11-090.320.360.3335695
2004-11-100.240.330.3222000
2004-11-110.240.330.312400
2004-11-120.240.30.2760095
2004-11-150.2550.360.39140
2004-11-160.250.30.319000
2004-11-170.250.320.2929100
2004-11-180.250.320.32500
2004-11-190.250.320.317250
2004-11-220.250.320.2710000
2004-11-230.250.30.324300
2004-11-240.250.30.294000
2004-11-260.250.30.253390
2004-11-290.250.30.2523300
2004-11-300.230.30.2826600
2004-12-010.260.290.2626750
2004-12-020.250.270.2718000
2004-12-030.250.270.2623000
2004-12-060.250.270.25108361
2004-12-070.230.270.255000
2004-12-080.230.270.2613470
2004-12-090.220.250.23518000
2004-12-100.220.250.2412600
2004-12-130.220.250.2513600
2004-12-140.250.270.26126827
2004-12-150.250.30.29259000
2004-12-160.30.330.31391055
2004-12-170.340.390.371446203
2004-12-200.410.450.441297004
2004-12-210.350.370.36613850
2004-12-220.270.320.3718952
2004-12-230.270.320.3344000
2004-12-270.290.310.3568800
2004-12-280.270.30.3408079
2004-12-290.250.2650.255408900
2004-12-300.270.30.295836584
2004-12-310.2650.30.3181308
2005-01-030.30.320.32989062
2005-01-040.2950.320.321055646
2005-01-050.260.2850.27689325
2005-01-060.20.230.23443046
2005-01-070.20.250.25299325
2005-01-100.1850.230.185680107
2005-01-110.20.250.23115700
2005-01-120.220.250.22313968
2005-01-130.220.230.23322090
2005-01-140.20.220.22741356
2005-01-180.20.240.2141544
2005-01-190.20.230.23181950
2005-01-200.20.230.239600
2005-01-210.210.230.2129700
2005-01-240.2350.250.24203220
2005-01-250.230.260.24237750
2005-01-260.240.2650.265391436
2005-01-270.240.2650.24847360
2005-01-280.240.2650.25517430
2005-01-310.210.250.245173619
2005-02-010.20.230.2428470
2005-02-020.20.230.2227200
2005-02-030.210.240.2234300
2005-02-040.210.250.2174200
2005-02-070.20.240.2355500
2005-02-080.210.230.2348705
2005-02-090.20.230.244150
2005-02-100.20.230.2216900
2005-02-110.20.220.2276500
2005-02-140.20.220.239749
2005-02-150.20.230.2230400
2005-02-160.20.2250.22117700
2005-02-170.220.250.24348425
2005-02-180.20.230.22105350
2005-02-220.190.230.224840
2005-02-230.190.210.20539960
2005-02-240.190.210.2126399
2005-02-250.20.230.20553450
2005-02-280.20.250.25503497
2005-03-010.170.2050.18346800
2005-03-020.170.20.2180550
2005-03-030.170.20.1974500
2005-03-040.170.2050.20552095
2005-03-070.1550.1850.18566828
2005-03-080.160.190.1640150
2005-03-090.150.180.15130300
2005-03-100.150.180.1646450
2005-03-110.140.1950.16101155
2005-03-140.150.170.1768100
2005-03-150.110.140.11306734
2005-03-160.1250.1550.15580000
2005-03-170.120.160.1534442
2005-03-180.120.150.14552600
2005-03-210.120.150.14512000
2005-03-220.110.150.1148132
2005-03-230.1050.1250.12577000
2005-03-240.1050.1250.1256500
2005-03-280.1050.150.12547850
2005-03-290.090.10.1159225
2005-03-300.050.120.1160650
2005-03-310.120.1550.14579750
2005-04-010.10.1350.1241429
2005-04-040.120.160.1425445
2005-04-050.120.150.1343800
2005-04-060.1250.1490.14970450
2005-04-070.1150.1250.1289100
2005-04-080.110.130.11379366
2005-04-110.10.110.1399618
2005-04-120.070.08724200
2005-04-130.060.0750.07508600
2005-04-140.110.12937516
2005-04-150.0750.120.115290820
2005-04-180.0750.0950.075309556
2005-04-190.0750.0820.075100134
2005-04-200.0750.0850.079315000
2005-04-210.080.1250.125265691
2005-04-220.080.1250.12595500
2005-04-250.080.0950.09377060
2005-04-260.080.090.08612660
2005-04-270.0750.0850.08353075
2005-04-280.0630.090.081361075
2005-04-290.060.0710.071524950
2005-05-020.050.060.053449921
2005-05-030.060.0670.061534461
2005-05-040.060.0670.063430628
2005-05-050.050.0670.067213381
2005-05-060.050.0670.06186000
2005-05-090.040.0650.0452262613
2005-05-100.040.0530.05551757
2005-05-110.030.0530.041064125
2005-05-120.0320.040.04215068
2005-05-130.0370.041872968
2005-05-160.040.050.052461112
2005-05-170.0390.0391556743
2005-05-180.060.0750.076144110
2005-05-190.080.10.0953834939
2005-05-200.080.090.085878540
2005-05-230.060.0750.071259599
2005-05-240.070.080.081018780
2005-05-250.070.080.07437574
2005-05-260.070.080.075200440
2005-05-270.0650.080.075141800
2005-05-310.0650.0890.07478120
2005-06-010.060.0650.06356342
2005-06-020.050.0650.065531300
2005-06-030.050.060.06140283
2005-06-060.0430.0650.051628633
2005-06-070.0430.0550.046216134
2005-06-080.0430.060.043202200
2005-06-090.050.060.055166210
2005-06-100.0560.0650.058112093
2005-06-130.0550.070.05597550
2005-06-140.050.0560.0591000
2005-06-150.0450.0560.053131650
2005-06-160.0450.0550.0591000
2005-06-170.0450.0550.0559239
2005-06-200.0450.0550.0451400
2005-06-210.0450.0550.052555889
2005-06-220.0380.0550.04430747
2005-06-230.0380.050.0557966
2005-06-240.0380.050.0538900
2005-06-270.0380.050.048000
2005-06-280.0380.050.0454500
2005-06-290.0380.050.0513700
2005-06-300.0440.050.045109600
2005-07-010.0350.040.0391022241
2005-07-050.0350.040.04103950
2005-07-060.0350.040.0479000
2005-07-070.0350.0420.035144870
2005-07-080.0320.0420.035330347
2005-07-110.0320.040.0353900
2005-07-120.020.0340.028463200
2005-07-130.020.0350.035102412
2005-07-140.020.0350.035157700
2005-07-150.020.0450.03590000
2005-07-180.030.040.0355000
2005-07-190.030.040.0281000
2005-07-200.030.040.035123150
2005-07-210.030.0360.035102650
2005-07-220.0250.040.04412825
2005-07-250.0250.040.03160500
2005-07-260.0290.040.03918000
2005-07-270.0250.040.0316000
2005-07-280.030.0410.0348300
2005-07-290.030.0410.03224445