Price and Volume Information: (ADSO)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-03-220.22
2004-03-230.22
2004-03-240.22
2004-03-250.22
2004-03-260.252
2004-03-290.252
2004-03-300.252
2004-03-310.252
2004-04-010.252
2004-04-020.252
2004-04-050.252
2004-04-060.252
2004-04-070.252
2004-04-080.252
2004-04-120.252
2004-04-130.252
2004-04-140.2520.25200
2004-04-150.252
2004-04-160.252
2004-04-190.252
2004-04-200.252
2004-04-210.32
2004-04-220.512
2004-04-230.512
2004-04-260.512
2004-04-270.515
2004-04-280.515
2004-04-290.515
2004-04-300.512.5
2004-05-030.512.5
2004-05-040.512.5
2004-05-050.752.52.51000
2004-05-061.0521.0515000
2004-05-071.151.251.252500
2004-05-101.151.25
2004-05-111.151.251.252600
2004-05-121.21.251.252500
2004-05-131.451.521.5229000
2004-05-141.61.861.8533800
2004-05-171.51.861.556600
2004-05-181.521.552000
2004-05-191.51.751.5520000
2004-05-201.551.671.63100
2004-05-211.551.671.55500
2004-05-241.5521.6513700
2004-05-251.621.658200
2004-05-261.61.711.61000
2004-05-271.61.81
2004-05-281.61.75
2004-06-011.61.71.78100
2004-06-021.61.71.79500
2004-06-031.61.811.7515000
2004-06-041.61.811.758500
2004-06-071.61.81.752500
2004-06-081.651.8
2004-06-091.651.92.17700
2004-06-101.651.91.65200
2004-06-141.651.761.712800
2004-06-151.651.751.761000
2004-06-161.651.761.6511900
2004-06-171.651.76
2004-06-181.631.71.72700
2004-06-211.631.7
2004-06-221.651.771.752000
2004-06-231.651.951.754500
2004-06-241.651.8
2004-06-251.651.78
2004-06-281.651.781.78700
2004-06-291.651.781.736000
2004-06-301.651.78
2004-07-011.651.78
2004-07-021.651.78
2004-07-061.71.78
2004-07-071.71.95
2004-07-081.731.81.7517700
2004-07-091.651.751.734000
2004-07-121.651.75
2004-07-131.651.75
2004-07-141.651.75
2004-07-151.651.75
2004-07-161.651.75
2004-07-191.651.751.656000
2004-07-201.651.75
2004-07-211.651.951.75500
2004-07-221.652.11.952500
2004-07-231.652.1
2004-07-261.652.1
2004-07-271.652.1
2004-07-281.652.1
2004-07-291.651.821.82500
2004-07-301.651.76
2004-08-021.651.76
2004-08-031.651.75
2004-08-041.651.75
2004-08-051.651.751.751100
2004-08-061.41.71.48900
2004-08-091.41.7
2004-08-101.41.7
2004-08-111.41.7
2004-08-121.41.71.551200
2004-08-131.41.7
2004-08-161.41.65
2004-08-171.41.65
2004-08-181.41.65
2004-08-191.41.65
2004-08-201.41.65
2004-08-231.41.65
2004-08-241.41.65
2004-08-251.41.651.41500
2004-08-261.051.651.411625
2004-08-271.051.51
2004-08-301.051.51
2004-08-311.051.51
2004-09-011.051.511.41250
2004-09-021.051.65
2004-09-031.051.65
2004-09-071.051.5
2004-09-081.051.51.4300
2004-09-091.051.5
2004-09-101.051.5
2004-09-131.051.5
2004-09-141.051.5
2004-09-151.051.5
2004-09-161.051.5
2004-09-171.051.51.055875
2004-09-201.051.5
2004-09-211.051.51.5500
2004-09-221.051.5
2004-09-231.051.5
2004-09-241.051.5
2004-09-271.051.5
2004-09-281.051.5
2004-09-291.051.5
2004-09-301.051.5
2004-10-011.051.45
2004-10-040.651.11.19600
2004-10-050.651.21.11000
2004-10-060.651.2
2004-10-070.91.21.21400
2004-10-081.11.25
2004-10-111.11.25
2004-10-121.11.25
2004-10-131.11.25
2004-10-141.11.51.25500
2004-10-151.11.7
2004-10-181.11.7
2004-10-191.11.7
2004-10-201.11.7
2004-10-211.11.7
2004-10-221.11.7
2004-10-251.11.7
2004-10-261.11.5
2004-10-271.11.751.5500
2004-10-281.11.751.75400
2004-10-291.11.75
2004-11-011.11.751.5770
2004-11-021.11.75
2004-11-031.11.75
2004-11-041.12.5
2004-11-051.12.5
2004-11-081.252.75
2004-11-091.252.75
2004-11-101.252.75
2004-11-111.252.75
2004-11-121.252.75
2004-11-151.252.75
2004-11-161.252.75
2004-11-171.252.75
2004-11-181.252.752.05335
2004-11-191.252.75
2004-11-221.252.75
2004-11-231.252.75
2004-11-241.252.75
2004-11-261.251.751.573000
2004-11-291.252
2004-11-301.252
2004-12-011.252
2004-12-021.252
2004-12-031.252
2004-12-061.252
2004-12-071.252
2004-12-081.251.51.51000
2004-12-090.651.151.257000
2004-12-100.651.15
2004-12-130.651.15
2004-12-141.11.41.128000
2004-12-151.011.41.4900
2004-12-161.011.4
2004-12-171.011.4
2004-12-201.011.41.255000
2004-12-211.011.4
2004-12-221.011.4
2004-12-231.011.4
2004-12-271.011.41.2514000
2004-12-281.011.4
2004-12-291.21.41.251000
2004-12-301.21.31.319000
2004-12-311.21.27
2005-01-031.21.27
2005-01-041.21.35
2005-01-051.52.351.7522000
2005-01-061.51.8
2005-01-071.52.35
2005-01-101.52.35
2005-01-111.52.351.5300
2005-01-121.52.41.91200
2005-01-131.51.541.5218150
2005-01-141.51.551.52400
2005-01-181.3521.495500
2005-01-191.351.551.3817000
2005-01-201.451.551.53000
2005-01-211.51.521.5221250
2005-01-241.51.581.5520500
2005-01-251.51.621.52557000
2005-01-261.51.551.5258500
2005-01-271.41.61.458500
2005-01-281.351.51.512500
2005-01-311.551.591.5772200
2005-02-011.51.551.5512800
2005-02-021.541.551.5349200
2005-02-031.461.551.4625000
2005-02-041.41.471.4517000
2005-02-071.251.31.2517100
2005-02-081.41.51.512500
2005-02-091.51.61.614750
2005-02-101.51.61.5536494
2005-02-111.51.581.5531015
2005-02-141.51.551.515200
2005-02-151.521.651.59156800
2005-02-161.451.531.59800
2005-02-171.551.631.51115
2005-02-181.551.61.63500
2005-02-221.51.571.5512300
2005-02-231.451.51.531700
2005-02-241.491.61.52950
2005-02-251.491.59
2005-02-281.491.511.4922000
2005-03-011.51.531.511050
2005-03-021.51.581.559500
2005-03-031.541.581.535210
2005-03-041.51.581.5113050
2005-03-071.451.51.4549950
2005-03-081.31.41.463342
2005-03-091.361.421.4247235
2005-03-101.381.41.442750
2005-03-111.411.441.4448850
2005-03-141.381.421.4233340
2005-03-151.41.421.411600
2005-03-161.351.391.3983651
2005-03-171.271.291.2855393
2005-03-181.11.131.1196375
2005-03-211.031.11.0434690
2005-03-221.131.191.1418055
2005-03-231.141.181.1711800
2005-03-241.141.181.1816257
2005-03-281.141.181.157600
2005-03-291.071.131.110494
2005-03-301.061.11.0654338
2005-03-311.011.021.026800
2005-04-010.850.980.9832507
2005-04-040.960.980.965165
2005-04-051.11.131.158010
2005-04-061.091.121.1221700
2005-04-071.071.151.08524034
2005-04-081.081.151.153700
2005-04-111.071.11.0930200
2005-04-121.081.121.129500
2005-04-131.081.121.12500
2005-04-141.141.171.175650
2005-04-151.141.191.172470
2005-04-181.11.151.159460
2005-04-191.051.11.19500
2005-04-201.051.11.0512000
2005-04-210.91112750
2005-04-220.951126500
2005-04-250.941.01129200
2005-04-260.940.990.989300
2005-04-270.960.990.996500
2005-04-280.960.990.961400
2005-04-290.9610.964900
2005-05-020.960.980.9612000
2005-05-030.960.980.966200
2005-05-040.850.980.9411800
2005-05-050.920.950.958000
2005-05-060.850.950.9310400
2005-05-090.950.980.9526000
2005-05-101.121.131.1225100
2005-05-111.151.241.1715300
2005-05-121.131.151.1346000
2005-05-131.131.21.1310075
2005-05-161.131.21.137700
2005-05-171.131.171.14109300
2005-05-181.121.191.196750
2005-05-191.121.19
2005-05-201.121.191.122000
2005-05-231.051.181.1840225
2005-05-241.061.181.182000
2005-05-251.061.15
2005-05-260.911.011.0184100
2005-05-270.981.011.0133200
2005-05-310.981.03
2005-06-010.881.031.0113062
2005-06-020.851.011.017100
2005-06-030.850.980.982550
2005-06-060.850.95
2005-06-070.850.90.95350
2005-06-081.041.21.0554020
2005-06-091.081.151.119400
2005-06-101.081.15
2005-06-131.041.151.11000
2005-06-141.11.21.112224
2005-06-151.191.241.225500
2005-06-161.251.361.399200
2005-06-171.251.31.251500
2005-06-201.251.31.34000
2005-06-211.11.151.150550
2005-06-221.151.251.155000
2005-06-231.31.41.424700
2005-06-241.31.4
2005-06-271.281.41.311850
2005-06-281.281.421.410800
2005-06-291.351.421.32000
2005-06-301.431.51.4210500
2005-07-011.41.471.4218400
2005-07-051.31.41.43000
2005-07-061.331.4
2005-07-071.331.4
2005-07-081.351.41.3722150
2005-07-111.41.551.536100
2005-07-121.41.531.57549
2005-07-131.751.821.813900
2005-07-141.611.781.793000
2005-07-151.661.74
2005-07-181.551.651.555800
2005-07-191.51.61.551000
2005-07-201.41.491.4215100
2005-07-211.421.49
2005-07-221.451.491.422100
2005-07-251.461.471.451000
2005-07-261.451.471.46500
2005-07-271.461.47
2005-07-281.51.61.494500
2005-07-291.461.481.69950