Price and Volume Information: (AMGJ)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-02-0900.115000
2004-02-100.25
2004-02-110.25
2004-02-120.25
2004-02-130.25
2004-02-170.120.140.1220000
2004-02-180.110.160.12110000
2004-02-190.130.160.1635000
2004-02-200.110.170.1220000
2004-02-230.10.17
2004-02-240.130.170.13120000
2004-02-250.10.14
2004-02-260.10.14
2004-02-270.10.17
2004-03-010.10.170.1210000
2004-03-020.10.120.11342700
2004-03-030.10.320.1135000
2004-03-040.140.20.1525000
2004-03-050.140.20.1570000
2004-03-080.10.160.1520000
2004-03-090.10.16
2004-03-100.140.170.17135000
2004-03-110.130.210.145000
2004-03-120.10.140.1335000
2004-03-150.10.140.145500
2004-03-160.10.170.1458000
2004-03-170.10.17
2004-03-180.10.17
2004-03-190.090.150.14122000
2004-03-220.10.150.1420000
2004-03-230.110.140.1175000
2004-03-240.10.14
2004-03-250.10.140.1545000
2004-03-260.10.150.1521000
2004-03-290.10.15
2004-03-300.10.150.1420000
2004-03-310.10.140.1444000
2004-04-010.10.140.13524000
2004-04-020.10.140.12550000
2004-04-050.10.130.127000
2004-04-060.120.140.13163000
2004-04-070.10.130.1230000
2004-04-080.10.130.1216600
2004-04-120.10.13
2004-04-130.120.140.1226700
2004-04-140.10.14
2004-04-150.090.140.1120000
2004-04-160.090.14
2004-04-190.090.14
2004-04-200.090.130.1263600
2004-04-210.090.140.14137700
2004-04-220.090.140.1337100
2004-04-230.090.130.117375000
2004-04-260.090.120.1137000
2004-04-270.090.110.11221800
2004-04-280.090.140.1465300
2004-04-290.090.150.1514000
2004-04-300.10.140.196500
2004-05-030.090.140.110554100
2004-05-040.070.130.13150800
2004-05-050.090.140.1295241100
2004-05-060.080.140.11133900
2004-05-070.080.130.13108100
2004-05-100.080.130.121000
2004-05-110.090.130.12951000
2004-05-120.060.130.07192000
2004-05-130.070.110.17000
2004-05-140.0550.110.05564500
2004-05-170.0450.060.055315000
2004-05-180.0450.070.0617000
2004-05-190.060.070.054500
2004-05-200.0550.060.06252000
2004-05-210.040.060.0612000
2004-05-240.040.060.058900
2004-05-250.030.060.061000
2004-05-260.040.060.0521000
2004-05-270.030.060.061000
2004-05-280.030.060.065000
2004-06-010.030.060.05522000
2004-06-020.030.04
2004-06-030.030.060.05110100
2004-06-040.030.050.041200
2004-06-070.010.050.0130000
2004-06-080.010.060.0674200
2004-06-090.010.05
2004-06-100.010.060.069000
2004-06-140.020.050.0615000
2004-06-150.020.050.0559400
2004-06-160.020.050.052900
2004-06-170.020.05
2004-06-180.020.05
2004-06-210.020.050.0430000
2004-06-220.020.050.0515000
2004-06-230.020.05
2004-06-240.020.05
2004-06-250.020.05
2004-06-280.020.050.0495800
2004-06-290.020.05
2004-06-300.020.050.053500
2004-07-010.030.05
2004-07-020.020.050.05135000
2004-07-060.020.050.04550200
2004-07-070.030.050.04167700
2004-07-080.030.05
2004-07-090.030.05
2004-07-120.030.05
2004-07-130.010.050.03519000
2004-07-140.010.045
2004-07-150.0250.0450.0455000
2004-07-160.010.055
2004-07-190.010.055
2004-07-200.020.05
2004-07-210.030.05
2004-07-220.030.050.03521400
2004-07-230.0250.045
2004-07-260.030.045
2004-07-270.030.040.03559900
2004-07-280.0250.0350.03203000
2004-07-290.0250.040.0252000
2004-07-300.0250.050.036000
2004-08-020.020.050.05100000
2004-08-030.020.05
2004-08-040.020.05
2004-08-050.0250.050.055119200
2004-08-060.0250.050.025280000
2004-08-090.030.05
2004-08-100.0250.0450.045150500
2004-08-110.0250.050.02555000
2004-08-120.0250.0450.025300
2004-08-130.020.05
2004-08-160.030.02117000
2004-08-170.010.03
2004-08-180.0150.030.0234000
2004-08-190.050.003301000
2004-08-200.050.04510000
2004-08-230.04
2004-08-240.04
2004-08-250.040.0471000
2004-08-260.04
2004-08-270.040.0410000
2004-08-300.040.035100000
2004-08-310.030.0355000
2004-09-010.020.030.025111900
2004-09-020.020.030.03158500
2004-09-030.0220.030.02529000
2004-09-070.0250.02264000
2004-09-080.020.0250.02245000
2004-09-090.020.018398500
2004-09-100.0050.020.0240000
2004-09-130.0190.01586000
2004-09-140.0150.0190.015189800
2004-09-150.0170.0180.018258500
2004-09-160.0180.013223460
2004-09-170.0120.0180.012405000
2004-09-200.0150.015125500
2004-09-210.0120.0122316600
2004-09-220.0150.0250.0191624500
2004-09-230.0290.0490.021145300
2004-09-240.0290.040.03230000
2004-09-270.0290.0390.0326500
2004-09-280.0150.0250.025595100
2004-09-290.0050.0210.0211321000
2004-09-300.0050.020.021500
2004-10-010.0080.020.0162006767
2004-10-040.0140.0190.0191041000
2004-10-050.020.0230.0231286000
2004-10-060.020.0280.027908803
2004-10-070.0250.0270.026603500
2004-10-080.0230.0250.024683000
2004-10-110.027
2004-10-120.0240.0290.029938000
2004-10-130.020.0240.024303000
2004-10-140.0210.02725400
2004-10-150.0180.0194500
2004-10-180.0180.017658815
2004-10-190.0130.012742474
2004-10-200.0110.0130.01646150
2004-10-210.0120.030.0251371935
2004-10-220.0220.0330.03051504000
2004-10-250.0220.0330.03320000
2004-10-260.0220.0330.0360000
2004-10-270.0220.0320.0380000
2004-10-280.0220.0320.03210000
2004-10-290.0220.0320.0320000
2004-11-010.0240.0320.026235000
2004-11-020.020.0250.025517000
2004-11-030.020.0250.02523088
2004-11-040.020.0250.024412000
2004-11-050.0150.0250.025100000
2004-11-080.0150.025
2004-11-090.0150.0250.015220000
2004-11-100.0150.0250.025142000
2004-11-110.010.0240.02432900
2004-11-120.0150.0240.024124000
2004-11-150.0150.0240.02438500
2004-11-160.0150.024
2004-11-170.0150.0250.024350000
2004-11-180.0150.0250.02447000
2004-11-190.0120.0250.017597500
2004-11-220.0150.0270.027344872
2004-11-230.0150.0270.02300000
2004-11-240.0140.0270.024158777
2004-11-260.0140.0270.02498350
2004-11-290.0140.0240.024182000
2004-11-300.0140.020.02325000
2004-12-010.0140.020.014144500
2004-12-020.0140.0230.0243450
2004-12-030.0150.0151303050
2004-12-060.0150.015387000
2004-12-070.0150.014150000
2004-12-080.0110.0150.015105000
2004-12-090.0110.0150.015650000
2004-12-100.0110.0150.014150000
2004-12-130.0110.0150.015215000
2004-12-140.0110.0150.0159540000
2004-12-150.0110.0150.014121000
2004-12-160.0110.0150.01519200
2004-12-170.0110.0150.011115000
2004-12-200.0110.0150.01458000
2004-12-210.0120.0150.015578000
2004-12-220.0150.0125441000
2004-12-230.0150.015165600
2004-12-270.0150.01520000
2004-12-280.0150.01450000
2004-12-290.01350.013555000
2004-12-300.0150.012185000
2004-12-310.0140.014200000
2005-01-030.0140.014349854
2005-01-040.014
2005-01-050.014
2005-01-060.0170.015751000
2005-01-070.010.017
2005-01-100.010.020.014579354
2005-01-110.010.020.01920000
2005-01-120.010.020.01450600
2005-01-130.010.020.02150000
2005-01-140.010.020.013190000
2005-01-180.010.020.02210000
2005-01-190.0250.0280000
2005-01-200.010.025
2005-01-210.0150.0250.0240000
2005-01-240.0110.0220.022111623
2005-01-250.0110.0220.015320000
2005-01-260.010.0220.011301400
2005-01-270.010.020.01520000
2005-01-280.0140.0160.016410000
2005-01-310.0240.0241206100
2005-02-010.0230.023471284
2005-02-020.0230.0257500
2005-02-030.0230.02328500
2005-02-040.0230.0260600
2005-02-070.0230.02200000
2005-02-080.0110.0230.02126000
2005-02-090.0120.0250.025586000
2005-02-100.0120.0250.02540900
2005-02-110.0120.0250.02560000
2005-02-140.0150.0250.0231978880
2005-02-150.020.0250.023106000
2005-02-160.020.0250.025120000
2005-02-170.0150.0250.02600000
2005-02-180.0150.0360.036414600
2005-02-220.020.0360.0351980982
2005-02-230.020.0370.03742000
2005-02-240.020.0360.035145950
2005-02-250.020.0350.034151885
2005-02-280.020.0350.035187000
2005-03-010.030.028202000
2005-03-020.0350.035809500
2005-03-030.020.0330.021187471
2005-03-040.020.0350.034344000
2005-03-070.0180.0350.0352092100
2005-03-080.0190.0350.022508400
2005-03-090.0190.0350.024232140
2005-03-100.020.0350.021495300
2005-03-110.0190.0350.0351239744
2005-03-140.020.0350.035392000
2005-03-150.020.0350.033215000
2005-03-160.020.0240.0241821398
2005-03-170.020.0260.025376546
2005-03-180.0190.0240.0231014630
2005-03-210.0220.02605000
2005-03-220.0220.0221218849
2005-03-230.0220.02157000
2005-03-240.0220.0221054500
2005-03-280.0220.022509000
2005-03-290.020.02594500
2005-03-300.0170.0165956570
2005-03-310.0170.016750040
2005-04-010.0170.0171704715
2005-04-040.0170.015683000
2005-04-050.0150.0141766000
2005-04-060.0150.0151187500
2005-04-070.0150.015266997
2005-04-080.0140.013302500
2005-04-110.0140.012973500
2005-04-120.0110.00991842082
2005-04-130.0120.011270000
2005-04-140.0120.01617450
2005-04-150.0120.01432000
2005-04-180.0120.01154000
2005-04-190.0120.01151079223
2005-04-200.010.015441000
2005-04-210.010.01824500
2005-04-220.0130.013467000
2005-04-250.0120.012740500
2005-04-260.00650.011
2005-04-270.00650.01150.01293000
2005-04-280.00650.01150.01130000
2005-04-290.00650.01150.01110000
2005-05-020.00650.010.00991330000
2005-05-030.0090.0110.0111531000
2005-05-040.010.0160.0145130523
2005-05-050.010.0130.0121829000
2005-05-060.0080.0170.0153468000
2005-05-090.0080.0170.015342660
2005-05-100.010.0150.0151530807
2005-05-110.0070.0150.012428933
2005-05-120.010.0130.012517500
2005-05-130.0090.01150.0111572631
2005-05-160.0070.0110.011148201
2005-05-170.0070.0150.01446000
2005-05-180.0070.0150.0148132750
2005-05-190.010.0130.012788000
2005-05-200.00950.0150.0122094000
2005-05-230.00750.0150.0151014000
2005-05-240.00750.0140.014420000
2005-05-250.0070.01450.0121438932
2005-05-260.0070.01450.0145902000
2005-05-270.0070.01440.0141005000
2005-05-310.0090.0140.0147448000
2005-06-010.01050.0120.0122189201
2005-06-020.0090.0120.012145000
2005-06-030.0090.0120.012862483
2005-06-060.0090.0120.01917375
2005-06-070.010.0120.0122467260
2005-06-080.010.0130.0136280185
2005-06-090.010.0110.0111945734
2005-06-100.00950.0120.0122491000
2005-06-130.00970.0110.0112222000
2005-06-140.010.0110.0111178000
2005-06-150.01250.0140.01354583553
2005-06-160.0110.0130.0112528341
2005-06-170.010.0140.014791483
2005-06-200.010.01350.01325365000
2005-06-210.010.01350.01052261301
2005-06-220.0110.0130.01151852800
2005-06-230.0110.0130.0123521100
2005-06-240.0110.01150.01157527149
2005-06-270.010.01150.01035581430
2005-06-280.00850.010.0095917999
2005-06-290.0090.01050.01667500
2005-06-300.00850.01050.009565000
2005-07-010.00850.0110.00915200
2005-07-050.0080.010.0085682600
2005-07-060.00750.010.012107326
2005-07-070.0080.010.01444016
2005-07-080.0090.0110.011022178
2005-07-110.0080.010.009770668
2005-07-120.0080.010.0085952994
2005-07-130.00750.010.0091484909
2005-07-140.0080.010.01909000
2005-07-150.0080.010.008265000
2005-07-180.0080.010.01233933
2005-07-190.0080.010.012185817
2005-07-200.0060.010.00755027970
2005-07-210.0060.010.0091500100
2005-07-220.0060.00960.0071524400
2005-07-250.0060.00850.00751462100
2005-07-260.0050.0070.0076858800
2005-07-270.0050.0070.0074425205
2005-07-280.00520.00680.00682785288
2005-07-290.00480.00649236427
2005-08-010.00950.00959896799
2005-08-020.00950.00932091772
2005-08-030.00820.0081578550
2005-08-040.00850.0072634500
2005-08-050.0090.0081037066
2005-08-080.0090.0075255200
2005-08-090.00750.00753595375
2005-08-100.00750.0072133500
2005-08-110.00750.007530000
2005-08-120.0070.0062751475
2005-08-150.00750.006409500
2005-08-160.00750.00743674800
2005-08-170.0080.0081593500
2005-08-180.0080.00890000
2005-08-190.0080.0071079990
2005-08-220.00750.00751493870
2005-08-230.00750.006924582
2005-08-240.0060.006713681
2005-08-250.00650.0063926375
2005-08-260.00720.007605000
2005-08-290.0090.00731493400
2005-08-300.0090.0081192025
2005-08-310.0090.007184500
2005-09-010.0090.008106000
2005-09-020.0090.008350500
2005-09-060.00750.0075631750
2005-09-070.00650.00651313612
2005-09-080.00650.00652214500
2005-09-090.00650.00651384200
2005-09-120.00650.00651251000
2005-09-130.0060.0061171500
2005-09-140.0060.0062620000
2005-09-150.00550.0055936000
2005-09-160.00550.0055230000
2005-09-190.00550.00553288490
2005-09-200.00550.00552552375
2005-09-210.00550.005419992
2005-09-220.00550.00526600
2005-09-230.00550.00550000
2005-09-260.0040.00351781315
2005-09-270.0040.0041511640
2005-09-280.0050.0035260000
2005-09-290.0050.005851000
2005-09-300.0050.0052645500
2005-10-030.0050.004464500
2005-10-040.0050.0036524800
2005-10-050.0050.005541414
2005-10-060.005
2005-10-070.0050.0035500000
2005-10-100.0050.00578000
2005-10-110.0040.0043677645
2005-10-120.0040.004650000
2005-10-130.0040.003875000
2005-10-140.00350.0035235500
2005-10-170.00350.00352098000
2005-10-180.00350.00353745500
2005-10-1900.00219039000
2005-10-2000.00314263000
2005-10-2100.0031233600
2005-10-2400.003114875
2005-10-250.00190.0040.0021130000
2005-10-260.00190.0040.00450000
2005-10-2700.0022495000
2005-10-2800.003402500
2005-11-0100.003105000
2005-11-0200.002170500
2005-11-0300.00191638700
2005-11-0400.0013290000