Price and Volume Information: (ACTT)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-021.191320
2004-01-051.22855
2004-01-061.282204
2004-01-071.231260
2004-01-081.271504
2004-01-091.311950
2004-01-121.382695
2004-01-131.361919
2004-01-141.361326
2004-01-151.31835
2004-01-161.4512297
2004-01-201.596283
2004-01-211.576235
2004-01-221.8610199
2004-01-232.2511512
2004-01-262.559982
2004-01-272.225526
2004-01-2823717
2004-01-291.92736
2004-01-302.053159
2004-02-022.377598
2004-02-032.233651
2004-02-042.271461
2004-02-052.473782
2004-02-062.582676
2004-02-092.452383
2004-02-102.372049
2004-02-112.451835
2004-02-122.41084
2004-02-132.211017
2004-02-172.191185
2004-02-182.314281
2004-02-192.441654
2004-02-202.27668
2004-02-232.25496
2004-02-242.25468
2004-02-252.32942
2004-02-262.41634
2004-02-273.219562
2004-03-013.115184
2004-03-023.161921
2004-03-033.07879
2004-03-043.1850
2004-03-053.041189
2004-03-083.056536
2004-03-092.793782
2004-03-102.54288
2004-03-112.312198
2004-03-122.571902
2004-03-152.311813
2004-03-162.441952
2004-03-172.723914
2004-03-182.7859
2004-03-192.63611
2004-03-222.351859
2004-03-232.45758
2004-03-242.641002
2004-03-252.75884
2004-03-262.541079
2004-03-292.25252
2004-03-302.382938
2004-03-312.785312
2004-04-012.975526
2004-04-022.993689
2004-04-052.932202
2004-04-062.751658
2004-04-072.942635
2004-04-082.992305
2004-04-123.051065
2004-04-132.862272
2004-04-142.521194
2004-04-152.753048
2004-04-162.993128
2004-04-193.47718
2004-04-203.346224
2004-04-213.421497
2004-04-223.853859
2004-04-233.84461
2004-04-263.81633
2004-04-273.53111
2004-04-283.062615
2004-04-293.12888
2004-04-303.141926
2004-05-033.161270
2004-05-043.271092
2004-05-053.291228
2004-05-063.15594
2004-05-073.12758
2004-05-102.94901
2004-05-112.98991
2004-05-122.98745
2004-05-132.84302
2004-05-142.951188
2004-05-172.89250
2004-05-182.99932
2004-05-192.653797
2004-05-202.42045
2004-05-212.49604
2004-05-242.5352
2004-05-252.751193
2004-05-262.65514
2004-05-272.65753
2004-05-282.58237
2004-06-012.56222
2004-06-0231641
2004-06-032.622054
2004-06-042.51257
2004-06-072.521346
2004-06-082.954824
2004-06-092.642075
2004-06-102.693458
2004-06-142.5874
2004-06-152.54473
2004-06-162.51231
2004-06-172.48254
2004-06-182.41026
2004-06-212.231542
2004-06-222.27272
2004-06-232.32568
2004-06-242.36291
2004-06-252.36147
2004-06-282.34167
2004-06-292.41212
2004-06-302.52784
2004-07-012.43364
2004-07-022.31135
2004-07-062.461234
2004-07-072.491778
2004-07-082.3330
2004-07-092.26173
2004-07-122.022014
2004-07-131.932029
2004-07-141.89744
2004-07-151.791299
2004-07-161.571254
2004-07-191.51672
2004-07-201.481238
2004-07-211.42381
2004-07-221.39369
2004-07-231.41163
2004-07-261.52678
2004-07-271.541740
2004-07-281.409193
2004-07-291.601684
2004-07-301.691020
2004-08-021.5196
2004-08-031.5437
2004-08-041.41106
2004-08-051.36203
2004-08-061.38168
2004-08-091.34144
2004-08-101.26159
2004-08-111.16240
2004-08-121.2113
2004-08-131.2205
2004-08-161.197263
2004-08-171.32310
2004-08-181.4144
2004-08-191.44329
2004-08-201.3165
2004-08-231.3142
2004-08-241.370
2004-08-251.3274
2004-08-261.3308
2004-08-271.31394
2004-08-301.25388
2004-08-311.32323
2004-09-011.24175
2004-09-021.28192
2004-09-031.25154
2004-09-071.151483
2004-09-081.17346
2004-09-091.14718
2004-09-101.16439
2004-09-131.11354
2004-09-141.1524
2004-09-151.17486
2004-09-161.22764
2004-09-171.37554
2004-09-201.28339
2004-09-211.32251
2004-09-221.249348
2004-09-231.21161
2004-09-241.26401
2004-09-271.27174
2004-09-281.27117
2004-09-291.2653
2004-09-301.26260
2004-10-011.29154
2004-10-041.299313
2004-10-051.3215
2004-10-061.31266
2004-10-071.32185
2004-10-081.3247
2004-10-111.30146
2004-10-121.35535
2004-10-131.35591
2004-10-141.28204
2004-10-151.3126
2004-10-181.395
2004-10-191.24310
2004-10-201.2338
2004-10-211.2262
2004-10-221.17110
2004-10-251.12365
2004-10-261.17207
2004-10-271.1740
2004-10-281.2603
2004-10-291.1948
2004-11-011.1476
2004-11-021.051483
2004-11-031.09789
2004-11-041.14153
2004-11-051.05929
2004-11-0815831
2004-11-091.011478
2004-11-101.05953
2004-11-111.05568
2004-11-121.12914
2004-11-151.1407
2004-11-161.171617
2004-11-171.11774
2004-11-181.1483
2004-11-191.14977
2004-11-221.11553
2004-11-231.05514
2004-11-241.05788
2004-11-261.12252
2004-11-291.131696
2004-11-301.13616
2004-12-011.08815
2004-12-021.3315188
2004-12-031.223605
2004-12-061.45539
2004-12-071.325512
2004-12-081.291835
2004-12-091.331293
2004-12-101.31889
2004-12-131.54160
2004-12-141.481950
2004-12-151.451158
2004-12-161.361090
2004-12-171.31391
2004-12-201.29860
2004-12-211.25505
2004-12-221.241585
2004-12-231.22626
2004-12-271.27974
2004-12-281.2792526
2004-12-291.261383
2004-12-301.23845
2004-12-311.321856
2005-01-031.2792071
2005-01-041.171460
2005-01-051.131004
2005-01-061.1791073
2005-01-071.19544
2005-01-101.16689
2005-01-111.082363
2005-01-121.071170
2005-01-131.041432
2005-01-141.08782
2005-01-181.09224
2005-01-191.04226
2005-01-201.011766
2005-01-211.03215
2005-01-240.99614
2005-01-250.98594
2005-01-260.95557
2005-01-270.95620
2005-01-280.94895
2005-01-310.854440
2005-02-010.6913903
2005-02-020.8414339
2005-02-030.843022
2005-02-040.95032
2005-02-070.941516
2005-02-080.923404
2005-02-090.9372
2005-02-100.9648
2005-02-110.872475
2005-02-140.81563
2005-02-150.8906
2005-02-160.8818
2005-02-170.755981
2005-02-180.722810
2005-02-220.711103
2005-02-230.741888
2005-02-240.71967
2005-02-250.7422
2005-02-280.69679
2005-03-010.7490
2005-03-020.73277
2005-03-030.701928
2005-03-040.7296
2005-03-070.72254
2005-03-080.71545
2005-03-090.712609
2005-03-100.72359
2005-03-110.681422
2005-03-140.764803
2005-03-150.751720
2005-03-160.741954
2005-03-170.691678
2005-03-180.68360
2005-03-210.65868
2005-03-220.612160
2005-03-230.62482
2005-03-240.645103
2005-03-280.61851
2005-03-290.552493
2005-03-300.591851
2005-03-310.56484
2005-04-010.561350
2005-04-040.55950
2005-04-050.53547
2005-04-060.53709
2005-04-070.479828
2005-04-080.493142
2005-04-110.53517
2005-04-120.572612
2005-04-130.532339
2005-04-140.531877
2005-04-150.49336
2005-04-180.5522
2005-04-190.44934
2005-04-200.48802
2005-04-220.464525
2005-04-250.431005
2005-04-260.4668
2005-04-270.375815
2005-04-280.341136
2005-04-290.35248
2005-05-020.36750
2005-05-030.371565
2005-05-040.37689
2005-05-050.3837
2005-05-060.4766
2005-05-090.492300
2005-05-100.481153
2005-05-110.47467
2005-05-120.481111
2005-05-130.512383
2005-05-160.581800
2005-05-170.611973
2005-05-180.67812
2005-05-190.762953
2005-05-200.741995
2005-05-230.78921
2005-05-240.76585
2005-05-250.75547
2005-05-260.783631
2005-05-270.7156161
2005-05-310.591259
2005-06-010.651175
2005-06-020.61720
2005-06-030.58305
2005-06-060.58838
2005-06-070.54253
2005-06-080.52661
2005-06-090.491638
2005-06-100.5166
2005-06-130.499279
2005-06-140.47446
2005-06-150.45330
2005-06-160.47375
2005-06-170.52685
2005-06-200.54369
2005-06-210.59754
2005-06-220.6528
2005-06-230.63685
2005-06-240.62585
2005-06-270.591002
2005-06-280.58652
2005-06-290.59882
2005-06-300.72577
2005-07-010.68529
2005-07-050.611698
2005-07-060.6360
2005-07-070.56794
2005-07-080.64630
2005-07-110.66512
2005-07-120.64284
2005-07-130.63103
2005-07-140.6296
2005-07-150.61105
2005-07-180.6657
2005-07-190.59305
2005-07-200.59179
2005-07-210.59193
2005-07-220.6134
2005-07-250.61278
2005-07-260.61431
2005-07-270.64938
2005-07-280.63628
2005-07-290.63139