Price and Volume Information: (ACLO)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-021.72.3
2004-01-051.72.3
2004-01-061.92.31.951800
2004-01-071.7521.7620000
2004-01-081.92.322500
2004-01-091.92.32.31000
2004-01-121.92.3
2004-01-131.92.31.9300
2004-01-142.22.52.35800
2004-01-152.22.32.23600
2004-01-162.22.32.21000
2004-01-202.22.32.2700
2004-01-212.22.52.45000
2004-01-222.362.72.382900
2004-01-232.352.9
2004-01-262.352.9
2004-01-272.352.9
2004-01-282.352.9
2004-01-292.42.92.54200
2004-01-302.22.62.41000
2004-02-021.952.12.22500
2004-02-031.6222600
2004-02-041.972
2004-02-052.052.32500
2004-02-062.22.32.0711500
2004-02-0922.252.21500
2004-02-102.052.75310900
2004-02-112.052.62.2110500
2004-02-122.052.552.211000
2004-02-132.052.252.21700
2004-02-172.052.252.22100
2004-02-182.052.192.21000
2004-02-191.22.12.052800
2004-02-201.32
2004-02-231.32
2004-02-241.31.6
2004-02-251.51.923000
2004-02-261.51.9525000
2004-02-271.51.95
2004-03-011.521.753500
2004-03-021.72
2004-03-031.921.98500
2004-03-041.8922300
2004-03-052.12.32.2565300
2004-03-082.162.282.2518700
2004-03-092.052.152.115700
2004-03-102.082.112.1127100
2004-03-111.7521.8524200
2004-03-121.7521.95400
2004-03-151.51.92100
2004-03-161.8821.883900
2004-03-171.652
2004-03-181.8822500
2004-03-191.982.0128900
2004-03-221.952.031.982500
2004-03-231.81.952.056400
2004-03-241.92.051.9510100
2004-03-251.751.851.854500
2004-03-261.851.951.954200
2004-03-291.851.951.854700
2004-03-301.71.851.852000
2004-03-311.61.721.73500
2004-04-011.461.571.557700
2004-04-021.461.58
2004-04-051.451.581.46500
2004-04-061.451.51.52700
2004-04-071.051.21.126200
2004-04-081.151.31.213400
2004-04-121.051.31.451000
2004-04-131.251.451.31000
2004-04-141.251.451.45500
2004-04-151.251.55
2004-04-161.251.41.4500
2004-04-191.31.451.4500
2004-04-201.31.45
2004-04-211.351.41.373000
2004-04-221.351.41.35100
2004-04-231.051.31.251000
2004-04-261.051.3
2004-04-271.061.41.13600
2004-04-281.051.11.0714600
2004-04-291.051.41.12000
2004-04-301.351.451.411500
2004-05-031.251.451.255000
2004-05-041.251.351.4200
2004-05-051.451.541.547500
2004-05-061.351.51.3841600
2004-05-071.391.421.413000
2004-05-101.251.31.320500
2004-05-111.21.281.2615800
2004-05-121.21.261.242000
2004-05-131.21.231.238000
2004-05-141.21.23
2004-05-171.121.171.2600
2004-05-181.051.11.078900
2004-05-191.051.21.0810600
2004-05-201.051.15
2004-05-211.11.21.135700
2004-05-241.151.331.2518200
2004-05-251.151.2
2004-05-261.11.171.161100
2004-05-271.131.21.28100
2004-05-281.11.21.1212500
2004-06-011.11.21.124500
2004-06-021.11.2
2004-06-031.051.151.136300
2004-06-041.051.2
2004-06-071.071.21.123700
2004-06-081.071.141.1210300
2004-06-091.071.141.125500
2004-06-101.051.111.052900
2004-06-140.911.081.018800
2004-06-150.911.011.011000
2004-06-160.911.01
2004-06-170.810.980.910000
2004-06-180.850.930.94300
2004-06-210.80.870.852500
2004-06-220.70.80.824000
2004-06-230.70.850.81500
2004-06-240.60.80.822700
2004-06-250.720.850.859500
2004-06-280.650.770.7730500
2004-06-290.650.99
2004-06-300.650.99
2004-07-010.650.8
2004-07-020.750.990.995000
2004-07-060.650.990.71200
2004-07-070.650.99
2004-07-080.650.99
2004-07-090.650.990.771000
2004-07-120.650.99
2004-07-130.650.99
2004-07-140.650.99
2004-07-150.810.890.89115600
2004-07-160.780.950.9560300
2004-07-190.910.960.9518000
2004-07-200.650.990.950700
2004-07-210.750.990.9516300
2004-07-220.750.990.9510700
2004-07-230.750.990.7512000
2004-07-260.750.950.951000
2004-07-270.820.870.8552000
2004-07-280.760.950.952600
2004-07-290.760.95
2004-07-300.80.950.8621700
2004-08-020.750.950.765000
2004-08-030.750.950.755500
2004-08-040.750.95
2004-08-050.750.95
2004-08-060.70.950.786000
2004-08-090.650.950.74900
2004-08-100.650.95
2004-08-110.680.850.655100
2004-08-120.730.850.735000
2004-08-130.730.90.927300
2004-08-160.830.990.8510900
2004-08-170.830.950.855000
2004-08-180.90.990.999800
2004-08-190.80.990.996500
2004-08-200.790.990.9937000
2004-08-230.81116469
2004-08-240.80.90.9224900
2004-08-250.80.84
2004-08-260.750.850.812500
2004-08-270.751.010.7535200
2004-08-300.750.87
2004-08-310.750.87
2004-09-010.811.010.8111100
2004-09-020.811.01
2004-09-030.80.90.813600
2004-09-070.91.010.9529500
2004-09-080.951.021.0179750
2004-09-090.891116560
2004-09-100.8610.938494
2004-09-131.11.151.1343000
2004-09-141.011.041.0334950
2004-09-150.861.0319250
2004-09-160.851.03
2004-09-170.931.03127500
2004-09-200.931.01114000
2004-09-210.850.860.8643860
2004-09-220.871.0050.9511490
2004-09-230.860.940.916700
2004-09-240.860.930.9522000
2004-09-270.860.92
2004-09-280.820.850.8211150
2004-09-290.830.90.853400
2004-09-300.850.920.897500
2004-10-010.820.920.85800
2004-10-040.820.92
2004-10-050.820.90.864975
2004-10-060.830.90.873200
2004-10-070.770.80.835250
2004-10-080.770.80.815000
2004-10-110.780.820.782500
2004-10-120.780.820.784000
2004-10-130.780.820.8113000
2004-10-140.780.880.783120
2004-10-150.780.880.781010
2004-10-180.780.86
2004-10-190.630.750.639500
2004-10-200.630.730.6512500
2004-10-210.630.70.6510000
2004-10-220.530.580.5631000
2004-10-250.530.550.5523700
2004-10-260.510.630.5963950
2004-10-270.510.63
2004-10-280.510.530.515000
2004-10-290.510.530.532500
2004-11-010.480.530.516000
2004-11-020.450.50.536430
2004-11-030.450.5
2004-11-040.420.460.4516500
2004-11-050.440.470.4417245
2004-11-080.440.490.4529500
2004-11-090.440.470.4711250
2004-11-100.440.53
2004-11-110.350.40.3944840
2004-11-120.380.430.410000
2004-11-150.380.470.4715500
2004-11-160.40.470.381000
2004-11-170.410.470.4123000
2004-11-180.40.470.463000
2004-11-190.40.450.422724
2004-11-220.360.390.3626500
2004-11-230.350.440.419000
2004-11-240.40.490.415000
2004-11-260.40.480.410160
2004-11-290.370.410.421700
2004-11-300.270.330.29169425
2004-12-010.310.330.3220000
2004-12-020.30.350.335000
2004-12-030.30.35
2004-12-060.30.320.3118100
2004-12-070.30.390.35000
2004-12-080.30.370.3500
2004-12-090.30.390.31275
2004-12-100.270.350.354700
2004-12-130.30.350.3500
2004-12-140.260.30.34000
2004-12-150.230.30.2691500
2004-12-160.260.370.2627500
2004-12-170.260.370.3310000
2004-12-200.280.370.38500
2004-12-210.280.370.33000
2004-12-220.280.370.310000
2004-12-230.320.40.4538150
2004-12-270.330.390.415250
2004-12-280.320.40.3360000
2004-12-290.280.3450.354711
2004-12-300.260.350.2912666
2004-12-310.270.350.32125000
2005-01-030.270.380.391200
2005-01-040.270.30.315370
2005-01-050.250.380.3250
2005-01-060.250.380.35600
2005-01-070.250.380.2837315
2005-01-100.250.380.25510
2005-01-110.250.450.3515000
2005-01-120.250.45
2005-01-130.250.45
2005-01-140.250.450.35900
2005-01-180.250.4
2005-01-190.250.4
2005-01-200.250.3
2005-01-210.250.40.37500
2005-01-240.250.4
2005-01-250.250.30.3700
2005-01-260.250.30.25200
2005-01-270.250.30.33000
2005-01-280.250.299
2005-01-310.260.390.2810210
2005-02-010.250.30.262545
2005-02-020.240.350.2512900
2005-02-030.240.35
2005-02-040.270.330.2720500
2005-02-070.240.320.35370
2005-02-080.240.32
2005-02-090.240.330.3215215
2005-02-100.290.330.348000
2005-02-110.290.480.389629
2005-02-140.320.360.35100140
2005-02-150.340.360.365000
2005-02-160.380.40.3851030
2005-02-170.370.450.4531000
2005-02-180.350.40.376050
2005-02-220.350.4
2005-02-230.30.390.3510000
2005-02-240.30.390.32225
2005-02-250.30.39
2005-02-280.30.39
2005-03-010.30.39
2005-03-020.30.390.3210000
2005-03-030.330.39
2005-03-040.30.390.3272480
2005-03-070.30.39
2005-03-080.30.39
2005-03-090.30.39
2005-03-100.30.390.31000
2005-03-110.250.340.311115
2005-03-140.250.340.321000
2005-03-150.250.34
2005-03-160.270.35
2005-03-170.260.350.2616000
2005-03-180.260.350.3200
2005-03-210.280.350.2910390
2005-03-220.280.350.28500
2005-03-230.280.35
2005-03-240.260.350.282000
2005-03-280.260.35
2005-03-290.260.36
2005-03-300.250.36
2005-03-310.250.36
2005-04-010.250.36
2005-04-040.250.36
2005-04-050.250.36
2005-04-060.250.36
2005-04-070.250.36
2005-04-080.220.250.361000
2005-04-110.220.34
2005-04-120.220.34
2005-04-130.220.34
2005-04-140.220.31
2005-04-150.220.31
2005-04-180.220.31
2005-04-190.220.31
2005-04-200.230.30.236000
2005-04-210.230.30.231300
2005-04-220.230.3
2005-04-250.220.3
2005-04-260.220.3
2005-04-270.220.3
2005-04-280.220.3
2005-04-290.220.29
2005-05-020.220.290.236000
2005-05-030.220.29
2005-05-040.220.29
2005-05-050.220.290.223333
2005-05-060.150.170.17139140
2005-05-090.140.150.1452310
2005-05-100.1450.1650.1336000
2005-05-110.180.210.178400
2005-05-120.150.180.1412531
2005-05-130.1650.180.1810000
2005-05-160.1650.19
2005-05-170.1650.180.1654000
2005-05-180.170.20.185000
2005-05-190.1750.2
2005-05-200.1750.2
2005-05-230.1850.21
2005-05-240.1950.240.2145800
2005-05-250.170.230.249500
2005-05-260.180.220.210600
2005-05-270.190.220.288601
2005-05-310.190.22
2005-06-010.190.22
2005-06-020.170.220.1961000
2005-06-030.170.22
2005-06-060.170.22
2005-06-070.180.20.1950000
2005-06-080.180.20.18340
2005-06-090.180.190.195000
2005-06-100.180.190.18175
2005-06-130.180.19
2005-06-140.180.190.18525
2005-06-150.180.19
2005-06-160.180.20.1910000
2005-06-170.180.20.1921325
2005-06-200.180.2
2005-06-210.160.190.1815000
2005-06-220.160.190.167500
2005-06-230.160.190.161370
2005-06-240.160.190.1743800
2005-06-270.160.19
2005-06-280.170.20.1736010
2005-06-290.1610.180.1810000
2005-06-300.170.180.1816000
2005-07-010.170.18
2005-07-050.170.180.177500
2005-07-060.160.180.1735000
2005-07-070.160.180.16100
2005-07-080.160.18
2005-07-110.150.170.1668299
2005-07-120.140.170.1577000
2005-07-130.140.170.1545000
2005-07-140.140.180.15240200
2005-07-150.130.160.1488000
2005-07-180.130.1550.1375000
2005-07-190.130.1550.1435000
2005-07-200.130.155
2005-07-210.130.1550.1410350
2005-07-220.130.155
2005-07-250.130.155
2005-07-260.120.140.1290000
2005-07-270.120.140.12538000
2005-07-280.120.130.1387500
2005-07-290.120.130.1319000