Price and Volume Information: (WTAF)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-161.5100
2004-01-260.25
2004-01-270.25
2004-01-280.25
2004-01-290.25
2004-01-300.25
2004-02-020.25
2004-02-030.25
2004-02-040.25
2004-02-050.25
2004-02-060.251.2
2004-02-090.251.2
2004-02-100.251.2
2004-02-110.251.2
2004-02-120.251.2
2004-02-130.751.751.011800
2004-02-170.751.7516800
2004-02-1811.251900
2004-02-1911.251500
2004-02-2011.25
2004-02-2311.25
2004-02-2411.25
2004-02-2511.25
2004-02-2611.11.14000
2004-02-2711.11600
2004-03-0111.1
2004-03-0211.1
2004-03-0311.1
2004-03-0411.1
2004-03-0511.1
2004-03-0811.112000
2004-03-0911.1
2004-03-1011.1
2004-03-1111.1
2004-03-1211.1
2004-03-1511.1
2004-03-1611.1
2004-03-1711.11100
2004-03-1811.1
2004-03-1911.1
2004-03-2211.11300
2004-03-2311.1
2004-03-2411.1112000
2004-03-250.751.11.0226900
2004-03-260.751.11400
2004-03-290.751.1
2004-03-300.751.1
2004-03-310.751.113700
2004-04-010.751.05
2004-04-020.751.75
2004-04-050.751.251.13510000
2004-04-060.751.25
2004-04-070.751.250.75200
2004-04-080.751.250.75400
2004-04-120.751.25
2004-04-130.751.25
2004-04-140.7511.25100
2004-04-150.751
2004-04-160.75114000
2004-04-190.751
2004-04-200.7510.966500
2004-04-210.751
2004-04-220.751
2004-04-230.7511200
2004-04-260.250.950.751200
2004-04-270.250.95
2004-04-280.250.95
2004-04-290.250.95
2004-04-300.250.950.9200
2004-05-030.250.95
2004-05-040.250.980.96000
2004-05-050.70.980.72200
2004-05-060.71
2004-05-070.71
2004-05-100.851.10.8550300
2004-05-110.851.1
2004-05-120.851.1
2004-05-130.851
2004-05-140.8510.854200
2004-05-170.851
2004-05-180.50.950.8457000
2004-05-190.40.750.74991200
2004-05-200.250.770.7732100
2004-05-210.250.770.7722900
2004-05-240.250.950.751000
2004-05-250.250.78
2004-05-260.150.770.15500
2004-05-270.150.780.94400
2004-05-280.150.9
2004-06-010.150.9
2004-06-020.150.8
2004-06-030.150.8
2004-06-040.250.8
2004-06-070.250.79
2004-06-080.250.79
2004-06-090.250.79
2004-06-100.250.79
2004-06-140.420.790.795300
2004-06-150.420.790.421700
2004-06-160.420.79
2004-06-170.420.79
2004-06-180.40.790.425000
2004-06-210.350.790.4700
2004-06-220.240.50.3510000
2004-06-230.240.790.241000
2004-06-240.250.79
2004-06-250.250.79
2004-06-280.250.790.2613500
2004-06-290.250.79
2004-06-300.250.78
2004-07-010.240.750.252000
2004-07-020.240.75
2004-07-060.240.75
2004-07-070.240.75
2004-07-080.20.750.2610000
2004-07-090.20.75
2004-07-120.230.750.756100
2004-07-130.10.260.2329000
2004-07-140.180.75
2004-07-150.180.75
2004-07-160.180.75
2004-07-190.260.2330300
2004-07-200.1050.1207000
2004-07-210.090.260.266200
2004-07-220.080.120.130500
2004-07-230.10.130.1262000
2004-07-260.090.1250.1225400
2004-07-270.090.270.24540000
2004-07-280.110.190.2105600
2004-07-290.10.280.20591000
2004-07-300.10.24
2004-08-020.10.28
2004-08-030.10.28
2004-08-040.10.220.2820000
2004-08-050.130.210.1662000
2004-08-060.130.21
2004-08-090.130.210.2612000
2004-08-100.130.230.132400
2004-08-110.130.21
2004-08-120.130.21
2004-08-130.110.210.1541000
2004-08-160.110.21
2004-08-170.090.210.111000
2004-08-180.21
2004-08-190.21
2004-08-200.210.23000
2004-08-230.21
2004-08-240.210.220000
2004-08-250.210.1931250
2004-08-260.2
2004-08-270.2
2004-08-300.160.15425000
2004-08-310.240.2314408
2004-09-010.27
2004-09-020.27
2004-09-030.30.2110000
2004-09-070.140.38
2004-09-080.3
2004-09-090.250.251000
2004-09-100.210.212000
2004-09-130.210.2143500
2004-09-140.21
2004-09-150.2050.2140000
2004-09-160.20.240000
2004-09-170.20.1410001
2004-09-200.20.151000
2004-09-210.20.221000
2004-09-220.2
2004-09-230.20.2146000
2004-09-270.20.220000
2004-09-280.20.250500
2004-09-290.2
2004-09-300.210.195128500
2004-10-010.21
2004-10-040.210.210000
2004-10-050.180.1870000
2004-10-060.18
2004-10-070.18
2004-10-080.210.2055991
2004-10-110.22
2004-10-120.2050.2147002
2004-10-130.210.19599900
2004-10-140.21
2004-10-150.250.21533000
2004-10-180.210.2140000
2004-10-190.210.213999
2004-10-200.190.280.2839003
2004-10-210.230.310.3150097
2004-10-220.30.350.34163600
2004-10-250.380.352500
2004-10-260.250.350.34520000
2004-10-270.20.35
2004-10-280.20.360.3452000
2004-10-290.20.380.3822000
2004-11-010.20.38
2004-11-020.380.2815000
2004-11-030.380.382000
2004-11-040.38
2004-11-050.20.380.384000
2004-11-080.30.4354975
2004-11-090.380.480.4950000
2004-11-100.470.50.532200
2004-11-110.480.520.52238000
2004-11-120.480.530.5361800
2004-11-150.510.60.642000
2004-11-160.560.650.65126900
2004-11-170.610.650.6476603
2004-11-180.650.730.6671100
2004-11-190.780.850.78205322
2004-11-220.8410.85174100
2004-11-230.870.980.9847992
2004-11-240.910.990.99152250
2004-11-260.960.980.9450826
2004-11-290.961.041106600
2004-11-300.9510.96333565
2004-12-010.991.0251.01139400
2004-12-020.991.051.0387300
2004-12-030.991.061.0681880
2004-12-061.031.051.03351300
2004-12-071.051.11.08142100
2004-12-081.071.081.08113551
2004-12-091.081.111.166700
2004-12-101.11.161.1252200
2004-12-131.071.091.0957000
2004-12-141.081.251.172000
2004-12-151.11.211.2115000
2004-12-161.081.251.1154500
2004-12-171.151.251.2552800
2004-12-201.151.251.2511400
2004-12-211.121.251.2522920
2004-12-221.121.251.1435500
2004-12-231.151.2
2004-12-271.151.251.1711000
2004-12-281.151.351.256800
2004-12-291.151.351.325200
2004-12-301.151.351.29554502
2004-12-311.311.41.4217100
2005-01-031.381.451.4103364
2005-01-041.41.441.4479314
2005-01-051.421.451.4471000
2005-01-061.451.51.562600
2005-01-071.471.551.5361750
2005-01-101.471.551.4919310
2005-01-111.51.581.5593100
2005-01-121.551.621.668050
2005-01-131.571.631.63137950
2005-01-141.61.651.65132012
2005-01-181.591.651.6586700
2005-01-191.61.681.6169900
2005-01-201.611.681.6843450
2005-01-211.731.771.75195800
2005-01-241.751.791.79113850
2005-01-251.781.841.8495923
2005-01-261.791.821.82102800
2005-01-271.831.881.8888915
2005-01-281.9321.98235615
2005-01-311.951.991.99118400
2005-02-011.932.052.0582296
2005-02-0222.12.0550650
2005-02-032.032.092.09117668
2005-02-042.22.282.28309041
2005-02-072.322.352.35197215
2005-02-082.472.52.5349640
2005-02-092.532.552.53346286
2005-02-102.552.642.6219009
2005-02-112.562.72.7175618
2005-02-142.662.782.75237705
2005-02-152.762.82.856875
2005-02-162.872.92.88218455
2005-02-172.9332.95115016
2005-02-182.9433130608
2005-02-222.983.053168290
2005-02-232.983.033.03103482
2005-02-242.983.063.06122482
2005-02-252.942.992.99379532
2005-02-2822.052.05524060
2005-03-012.22.322.32292351
2005-03-022.352.452.45101740
2005-03-032.12.372.23156625
2005-03-042.12.252.25118756
2005-03-072.052.32.3101700
2005-03-0822.052.05107537
2005-03-091.651.81.882895
2005-03-101.451.71.5597270
2005-03-111.121.391.3992624
2005-03-141.091.31.15186363
2005-03-151.151.251.2124195
2005-03-161.21.351.2123185
2005-03-171.251.351.3573685
2005-03-181.21.351.261968
2005-03-211.191.371.3749990
2005-03-221.21.391.3877600
2005-03-231.21.421.42127523
2005-03-241.421.551.48116772
2005-03-281.61.651.6573835
2005-03-291.581.671.6434110
2005-03-301.51.671.6423037
2005-03-311.51.671.639680
2005-04-011.51.671.653450
2005-04-041.51.661.6510500
2005-04-051.51.671.6710060
2005-04-061.51.651.651755
2005-04-071.51.651.6519900
2005-04-081.621.71.6651072
2005-04-111.521.71.7800
2005-04-121.521.71.740450
2005-04-131.51.71.740247
2005-04-141.441.71.713426
2005-04-151.451.691.6915100
2005-04-181.451.71.794490
2005-04-191.451.651.6546600
2005-04-201.41.65
2005-04-211.361.61.65900
2005-04-221.41.651.6113700
2005-04-251.31.651.619800
2005-04-261.31.551.5547800
2005-04-271.31.551.571653
2005-04-281.371.551.458016
2005-04-291.31.521.52140135
2005-05-021.31.521.4574720
2005-05-031.31.521.5251000
2005-05-041.211.551.553900
2005-05-051.221.451.4573734
2005-05-061.251.451.3125292
2005-05-091.251.331.2514600
2005-05-101.271.41.455100
2005-05-111.251.41.3814000
2005-05-121.271.351.43800
2005-05-131.231.351.35112280
2005-05-161.211.251.2514647
2005-05-171.231.351.2426000
2005-05-181.231.351.331400
2005-05-191.231.351.3371500
2005-05-201.211.291.27888900
2005-05-231.231.291.2530200
2005-05-241.231.281.2886250
2005-05-251.211.271.2417950
2005-05-261.21.231.2320800
2005-05-271.21.31.341700
2005-05-311.21.31.33150
2005-06-011.231.351.23400
2005-06-021.21.331.331800
2005-06-031.21.261.2617200
2005-06-061.231.31.312250
2005-06-071.21.231.22173630
2005-06-081.251.351.3541400
2005-06-091.231.31.385200
2005-06-101.231.31.325500
2005-06-131.231.321.3213800
2005-06-141.251.31.27158492
2005-06-151.231.31.329200
2005-06-161.231.321.2915500
2005-06-171.231.291.2557500
2005-06-201.231.321.298400
2005-06-211.191.271.2785150
2005-06-221.21.271.2324730
2005-06-231.191.31.2742400
2005-06-241.161.271.2727700
2005-06-271.151.261.2633600
2005-06-281.21.31.3112234
2005-06-291.151.261.26193403
2005-06-301.181.31.28236300
2005-07-010.931.281.0397570
2005-07-0511.08124250
2005-07-061.051.271.0258100
2005-07-071.051.121.1216000
2005-07-081.051.241.1215600
2005-07-1111.151.1671200
2005-07-1211.141.0316750
2005-07-1311.091.044100
2005-07-1411.071.0435000
2005-07-151.011.051.0177300
2005-07-181.011.111.0691400
2005-07-191.011.051.036000
2005-07-2011.09122100
2005-07-2111.061.0537000
2005-07-2211.061.0476633
2005-07-2511.031.0527300
2005-07-2611.061.04104850
2005-07-2711.021.0233280
2005-07-280.991.021.01581725
2005-07-2911.041.02146200