Price and Volume Information: (CLST)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-0212.573584
2004-01-0513.252814
2004-01-0613.721693
2004-01-0713.681883
2004-01-0813.974553
2004-01-0914.4491617
2004-01-1214.074044
2004-01-1313.485612
2004-01-1413.51803
2004-01-1513.481696
2004-01-1613.41071
2004-01-2013.853218
2004-01-2113.881464
2004-01-2213.91255
2004-01-2313.67688
2004-01-2613.55882
2004-01-2713.45912
2004-01-2812.9191871
2004-01-2912.591746
2004-01-3012.75817
2004-02-0213.111452
2004-02-0313.3271202
2004-02-0412.91535
2004-02-0512.382374
2004-02-0612.186129
2004-02-0912.591682
2004-02-1012.5596
2004-02-1113.051541
2004-02-1212.731825
2004-02-1311.9491170
2004-02-1711.681695
2004-02-1812.612654
2004-02-1912.51514
2004-02-2012.251530
2004-02-2311.91808
2004-02-2411.413056
2004-02-2511.693583
2004-02-2612.887774
2004-02-2712.742321
2004-03-0112.552007
2004-03-0212.691408
2004-03-0312.551446
2004-03-0412.521448
2004-03-0512.51294
2004-03-08121472
2004-03-0911.721273
2004-03-1011.631519
2004-03-1111.62475
2004-03-1211.61332
2004-03-1511.571098
2004-03-1611.55885
2004-03-1711.391258
2004-03-1811.15913
2004-03-1910.583551
2004-03-229.474414
2004-03-239.412471
2004-03-249.452243
2004-03-2510.071951
2004-03-2610.561273
2004-03-2910.882119
2004-03-3010.631322
2004-03-3110.51552
2004-04-0111.131666
2004-04-0210.52345
2004-04-0510.332405
2004-04-069.187473
2004-04-079.512890
2004-04-088.971842
2004-04-1293389
2004-04-139.383227
2004-04-148.992355
2004-04-158.515337
2004-04-168.82251
2004-04-198.521442
2004-04-208.231754
2004-04-218.91341
2004-04-229.04940
2004-04-239.1941
2004-04-268.592485
2004-04-278.452600
2004-04-287.992438
2004-04-297.391517
2004-04-306.975940
2004-05-036.652625
2004-05-0472242
2004-05-057.131227
2004-05-066.911403
2004-05-076.741248
2004-05-106.561455
2004-05-117.111467
2004-05-126.652545
2004-05-136.352575
2004-05-146.249940
2004-05-175.73166
2004-05-185.731146
2004-05-195.661869
2004-05-205.641640
2004-05-215.85860
2004-05-245.92596
2004-05-256.33206
2004-05-2661503
2004-05-276.012010
2004-05-286.074736
2004-06-015.861347
2004-06-026.191473
2004-06-036.11762
2004-06-046.742113
2004-06-076.71425
2004-06-086.59781
2004-06-096.581048
2004-06-106.62930
2004-06-146.561173
2004-06-156.89795
2004-06-166.9686
2004-06-177690
2004-06-186.98762
2004-06-216.87764
2004-06-226.991224
2004-06-237.21037
2004-06-247.1509
2004-06-257.06468
2004-06-286.75771
2004-06-297.08474
2004-06-307.37445
2004-07-017.24795
2004-07-027.23248
2004-07-067.051055
2004-07-077.261775
2004-07-087.164308
2004-07-097.151085
2004-07-126.732604
2004-07-136.075859
2004-07-145.751149
2004-07-154.9596935
2004-07-165.344436
2004-07-195.041590
2004-07-205.11075
2004-07-215.08982
2004-07-225.11207
2004-07-235.05633
2004-07-265.12980
2004-07-275.2719
2004-07-285.34714
2004-07-295.311668
2004-07-3051772
2004-08-025.181451
2004-08-035.06676
2004-08-045.19859
2004-08-054.95412
2004-08-064.961067
2004-08-095.02869
2004-08-105893
2004-08-114.999825
2004-08-124.92300
2004-08-134.92175
2004-08-165.04650
2004-08-175.27544
2004-08-185.27730
2004-08-195.24390
2004-08-205.26397
2004-08-235.21705
2004-08-245.12230
2004-08-254.99690
2004-08-265.13578
2004-08-275.2366
2004-08-305.13206
2004-08-314.81523
2004-09-014.95562
2004-09-024.93330
2004-09-034.69677
2004-09-074.82362
2004-09-084.93915
2004-09-095.24625
2004-09-105.27772
2004-09-135.35714
2004-09-145.36434
2004-09-155.721004
2004-09-165.649994
2004-09-175.45979
2004-09-205.32776
2004-09-214.394282
2004-09-224.341963
2004-09-234.342039
2004-09-244.76830
2004-09-274.391337
2004-09-284.4491003
2004-09-294.46628
2004-09-304.5591231
2004-10-014.68781
2004-10-044.9712
2004-10-054.86862
2004-10-064.86758
2004-10-074.81250
2004-10-084.8603
2004-10-114.72260
2004-10-124.68221
2004-10-134.7618
2004-10-144.56651
2004-10-154.026271
2004-10-183.871916
2004-10-194.11582
2004-10-204.06473
2004-10-213.91094
2004-10-223.961694
2004-10-253.961124
2004-10-263.97863
2004-10-273.99712
2004-10-283.9717
2004-10-293.79547
2004-11-013.72744
2004-11-023.66641
2004-11-033.57409
2004-11-043.053593
2004-11-053.271233
2004-11-083.281365
2004-11-093.31620
2004-11-103.25512
2004-11-113.23780
2004-11-123.21022
2004-11-153.291368
2004-11-163.51426
2004-11-173.921538
2004-11-184.022378
2004-11-194.01719
2004-11-223.851011
2004-11-233.72835
2004-11-243.631092
2004-11-263.6319
2004-11-293.651699
2004-11-303.65741
2004-12-013.97976
2004-12-023.91381
2004-12-034.491217
2004-12-064.672337
2004-12-074.442485
2004-12-084.771978
2004-12-094.71670
2004-12-104.561024
2004-12-134.65712
2004-12-144.511033
2004-12-154.72802
2004-12-164.911364
2004-12-174.75543
2004-12-204.62648
2004-12-214.52723
2004-12-224.48811
2004-12-234.66482
2004-12-274.561393
2004-12-284.52432
2004-12-294.51487
2004-12-304.411185
2004-12-314.451083
2005-01-034.37479
2005-01-044.33858
2005-01-054.3953
2005-01-064.261074
2005-01-074.26795
2005-01-104.282050
2005-01-114.23857
2005-01-124.291054
2005-01-134.25382
2005-01-144.21497
2005-01-184.32590
2005-01-193.453834
2005-01-203.381440
2005-01-213.23857
2005-01-243.11667
2005-01-253.16815
2005-01-263.15408
2005-01-273.18546
2005-01-283.131110
2005-01-313.17467
2005-02-013.11618
2005-02-023.09743
2005-02-033.141542
2005-02-043.161587
2005-02-073.151445
2005-02-083.19532
2005-02-093.1622
2005-02-103.2527
2005-02-113.33660
2005-02-143.26681
2005-02-152.773794
2005-02-162.891122
2005-02-173644
2005-02-183454
2005-02-223346
2005-02-233553
2005-02-242.96408
2005-02-252.95316
2005-02-282.94437
2005-03-013.05752
2005-03-023.02218
2005-03-033260
2005-03-042.97324
2005-03-073.05321
2005-03-082.951164
2005-03-092.971247
2005-03-102.94473
2005-03-112.929249
2005-03-142.82814
2005-03-152.78429
2005-03-162.321660
2005-03-172.341299
2005-03-182.43545
2005-03-212.31546
2005-03-222.41402
2005-03-232.46197
2005-03-242.8272
2005-03-282.61183
2005-03-292.52304
2005-03-302.45326
2005-03-312.33210
2005-04-012.3193
2005-04-042.18365
2005-04-052.17341
2005-04-062.37458
2005-04-072.61523
2005-04-082.749190
2005-04-112.449455
2005-04-122.39282
2005-04-132.47168
2005-04-142.57119
2005-04-152.51138
2005-04-182.59135
2005-04-192.46457
2005-04-202.21637
2005-04-222.651025
2005-04-252.851417
2005-04-262.87453
2005-04-272.72405
2005-04-282.66125
2005-04-292.52204
2005-05-022.31161
2005-05-032.5123
2005-05-042.69539
2005-05-052.75160
2005-05-062.8540
2005-05-092.661215
2005-05-102.52497
2005-05-112.41372
2005-05-122.4428
2005-05-132.5619
2005-05-162.4959
2005-05-172.28370
2005-05-182.59327
2005-05-192.32321
2005-05-202.17510
2005-05-232.071092
2005-05-241.742385
2005-05-251.84465
2005-05-262.21537
2005-05-271.296558
2005-05-311.33759
2005-06-011.281.31.281187
2005-06-021.291.321.291120
2005-06-031.281.31.2995659
2005-06-061.241.281.281076
2005-06-071.21.231.21539
2005-06-081.141.181.171142
2005-06-090.970.980.962820
2005-06-100.720.750.751021398
2005-06-130.80.880.85617317
2005-06-140.840.860.86371676
2005-06-150.860.870.86168079
2005-06-160.860.870.85395981
2005-06-170.670.690.66568502
2005-06-200.710.720.72315414
2005-06-210.740.750.75249426
2005-06-220.750.780.77542068
2005-06-230.740.750.7493039
2005-06-240.740.750.747550
2005-06-270.740.750.7421853
2005-06-280.680.70.69160020
2005-06-290.650.670.6556777
2005-06-300.60.610.61491046
2005-07-010.580.60.6209380
2005-07-050.690.730.7294420
2005-07-060.720.750.7530383
2005-07-070.70.720.7239820
2005-07-080.620.690.69149693
2005-07-110.620.650.6499062
2005-07-120.640.660.6431960
2005-07-130.580.610.6213511
2005-07-140.570.590.57125022
2005-07-150.570.590.5730830
2005-07-180.5550.570.57195086
2005-07-190.5030.510.503369402
2005-07-200.470.50.48345655
2005-07-210.430.440.44564714
2005-07-220.4050.410.41629817
2005-07-250.410.440.42393400
2005-07-260.390.40.39138466
2005-07-270.380.390.39214421
2005-07-280.3850.390.39109921
2005-07-290.370.380.38141699