Price and Volume Information: (ACUP)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-021.51.52
2004-01-051.51.52
2004-01-061.51.52
2004-01-071.491.51.472400
2004-01-081.491.51.491500
2004-01-091.491.521.52500
2004-01-121.491.61.4913100
2004-01-131.491.6
2004-01-141.441.541.4410500
2004-01-151.441.551.542700
2004-01-161.441.55
2004-01-201.581.651.638300
2004-01-212.052.12.1107900
2004-01-221.81.851.8532400
2004-01-231.71.851.86000
2004-01-261.651.91.8522700
2004-01-271.81.851.75600
2004-01-282.032.12.0746800
2004-01-291.92.152.1597800
2004-01-302.12.232.1961400
2004-02-022.212.262.2684400
2004-02-032.312.332.33118600
2004-02-042.442.492.49196900
2004-02-052.582.62.6253800
2004-02-062.72.772.77157100
2004-02-092.412.52.5131100
2004-02-102.682.762.7673500
2004-02-112.852.862.85125600
2004-02-122.92.952.95170400
2004-02-133.13.113.11209200
2004-02-173.393.423.41420700
2004-02-183.583.623.62393800
2004-02-193.623.643.64425900
2004-02-203.813.853.82226700
2004-02-233.33.353.31241800
2004-02-242.792.82.79349900
2004-02-252.742.752.75130100
2004-02-263.1053.113.105202300
2004-02-273.113.163.16208800
2004-03-012.852.92.987900
2004-03-023.083.093.08185800
2004-03-032.973.013136500
2004-03-043.193.23.19169500
2004-03-052.872.892.89171700
2004-03-082.962.992.9676100
2004-03-092.963.012.9849300
2004-03-102.812.852.8442600
2004-03-112.6852.752.68568000
2004-03-122.752.792.75127800
2004-03-152.632.652.6353500
2004-03-162.32.342.3157900
2004-03-172.612.652.65146000
2004-03-182.582.62.5836600
2004-03-192.72.752.777800
2004-03-222.322.452.3813900
2004-03-232.582.62.5847100
2004-03-242.52.62.5590700
2004-03-252.42.482.4549400
2004-03-262.652.82.66185700
2004-03-292.762.822.7693800
2004-03-302.62.652.626500
2004-03-312.552.722.723700
2004-04-012.682.752.6811700
2004-04-022.72.772.7541300
2004-04-053.13.213.21372800
2004-04-063.353.3553.35407400
2004-04-073.313.373.3597700
2004-04-083.123.183.12115500
2004-04-122.82.852.8591800
2004-04-132.62.752.685200
2004-04-142.352.42.4180500
2004-04-152.712.852.75108700
2004-04-162.752.832.86143100
2004-04-192.62.642.6485300
2004-04-202.452.642.65147400
2004-04-212.52.642.621500
2004-04-222.552.572.5620200
2004-04-232.452.62.4391900
2004-04-262.452.52.564600
2004-04-272.452.522.546900
2004-04-282.472.552.5155000
2004-04-292.352.422.4132100
2004-04-302.12.22.21588800
2004-05-032.122.132.12123200
2004-05-041.9722218600
2004-05-051.91.961.96232000
2004-05-061.8621.942700
2004-05-071.81.881.8574200
2004-05-101.721.751.7563400
2004-05-111.511.541.5263600
2004-05-121.821.831.83108600
2004-05-131.851.91.9134800
2004-05-141.781.821.8246500
2004-05-171.651.691.6562900
2004-05-181.531.61.5347200
2004-05-191.61.631.6113700
2004-05-201.61.651.6578700
2004-05-211.351.381.3859800
2004-05-241.051.121.1266800
2004-05-251.231.291.25154600
2004-05-261.11.151.1192700
2004-05-271.11.141.1176000
2004-05-280.971.020.97123400
2004-06-011.051.081.0620500
2004-06-020.930.960.95189100
2004-06-030.890.940.9187800
2004-06-040.910.930.92107600
2004-06-070.9810.9827600
2004-06-081.181.21.18122500
2004-06-091.31.371.3360000
2004-06-101.31.391.3647600
2004-06-141.351.391.38165300
2004-06-151.271.321.3128600
2004-06-161.261.311.2630200
2004-06-171.031.061.04113900
2004-06-181.091.141.192000
2004-06-211.071.151.1457500
2004-06-221.071.11.0786600
2004-06-231.11.151.1243400
2004-06-241.051.11.0715900
2004-06-251.011.051.0146200
2004-06-280.991.021.01114300
2004-06-290.930.980.9842200
2004-06-300.951.020.9737200
2004-07-010.950.990.9624100
2004-07-020.960.990.967700
2004-07-060.870.920.87130100
2004-07-070.850.870.8753700
2004-07-080.860.90.913600
2004-07-090.860.890.8764700
2004-07-120.780.80.8258400
2004-07-130.780.810.868800
2004-07-140.750.80.7529000
2004-07-150.750.790.7958900
2004-07-160.70.790.7940700
2004-07-190.70.750.7526500
2004-07-200.690.750.7156100
2004-07-210.730.740.7491500
2004-07-220.971.031254700
2004-07-231.21.221.2454400
2004-07-261.271.291.29850400
2004-07-270.981.030.99424800
2004-07-281.31.311.311504800
2004-07-291.381.41.4873100
2004-07-301.21.221.22649500
2004-08-021.151.171.17163500
2004-08-031.161.181.18148900
2004-08-041.171.181.1766800
2004-08-051.121.141.1290200
2004-08-061.041.071.07204400
2004-08-091.061.091.08123700
2004-08-101.041.061.05235100
2004-08-110.991.010.99150900
2004-08-120.971.020.99151200
2004-08-130.971.010.9742600
2004-08-160.971.010.9952800
2004-08-170.960.990.96168700
2004-08-180.910.930.9382010
2004-08-190.940.960.9574570
2004-08-200.90.930.91118500
2004-08-230.880.920.9132170
2004-08-240.830.90.87112516
2004-08-250.850.890.8750955
2004-08-260.860.880.8728270
2004-08-270.850.890.8572561
2004-08-300.860.890.8644675
2004-08-310.860.890.8920075
2004-09-010.830.850.8352950
2004-09-020.780.820.885108
2004-09-030.770.840.7774384
2004-09-070.80.820.873781
2004-09-080.760.780.7688150
2004-09-090.730.760.76224357
2004-09-100.720.760.72129616
2004-09-130.720.760.74175146
2004-09-140.7050.740.71126530
2004-09-150.720.740.74162350
2004-09-160.70.710.71156558
2004-09-170.680.70.6987725
2004-09-200.430.450.432103495
2004-09-210.380.390.391789797
2004-09-220.3650.380.365906755
2004-09-230.3650.3750.375518449
2004-09-240.3350.360.34369572
2004-09-270.3150.340.32711433
2004-09-280.30.310.31572063
2004-09-290.270.2850.285815650
2004-09-300.220.230.221500886
2004-10-010.20.220.22266355
2004-10-040.2450.260.2551727505
2004-10-050.230.240.231010667
2004-10-060.210.220.21779600
2004-10-070.2050.210.21340623
2004-10-080.20.2050.2025491850
2004-10-110.1950.2050.205589824
2004-10-120.190.20.2187400
2004-10-130.1850.1950.185321427
2004-10-140.1450.160.16327050
2004-10-150.1250.1350.131157762
2004-10-180.120.130.1225294450
2004-10-190.1250.130.125625790
2004-10-200.2050.210.216985194
2004-10-210.1350.1450.142369198
2004-10-220.1650.180.17895903
2004-10-250.150.160.158463928
2004-10-260.130.1450.131418276
2004-10-270.150.1550.155438601
2004-10-280.140.1550.14335699
2004-10-290.130.140.135300104
2004-11-010.1550.170.16508662
2004-11-020.1350.1550.14579333
2004-11-030.1250.130.13418828
2004-11-040.120.130.125295943
2004-11-050.10.1150.115940370
2004-11-080.0950.10.095526825
2004-11-090.10.1050.1628500
2004-11-100.10.110.111166412
2004-11-110.0850.0920.085909462
2004-11-120.090.0950.09209200
2004-11-150.1050.110.105614235
2004-11-160.0950.1050.095154775
2004-11-170.0930.10.095388504
2004-11-180.0950.10.095111450
2004-11-190.090.10.09599500
2004-11-220.090.10.0929450
2004-11-230.0950.10.095467500
2004-11-240.0950.10750.095572415
2004-11-260.110.1150.11926650
2004-11-290.1110.1150.1125373800
2004-11-300.1060.110.106581910
2004-12-010.090.0940.094448069
2004-12-020.090.10.1221600
2004-12-030.090.10.1179655
2004-12-060.10.1050.105414050
2004-12-070.110.1150.111853910
2004-12-080.0950.1050.1257101
2004-12-090.10.1050.102345500
2004-12-100.1050.110.11417800
2004-12-130.0970.10.098870540
2004-12-140.0920.0940.09534397
2004-12-150.090.0950.09441900
2004-12-160.0860.0930.09313818
2004-12-170.080.0850.08779740
2004-12-200.0710.0750.07624250
2004-12-210.0620.070.065618316
2004-12-220.070.0740.071772458
2004-12-230.0650.0750.07234726
2004-12-270.0630.0650.063731061
2004-12-280.0620.0630.062686920
2004-12-290.0620.0630.062852240
2004-12-300.0630.0680.063743925
2004-12-310.0750.080.075262500
2005-01-030.0650.070.065369661
2005-01-040.0550.0650.0551095815
2005-01-050.0570.0650.057184228
2005-01-060.050.0640.055482975
2005-01-070.0480.0550.0551483579
2005-01-100.040.0480.0431122730
2005-01-110.0470.050.0481402948
2005-01-120.0470.050.047474332
2005-01-130.050.0550.055209000
2005-01-140.0550.060.0551291098
2005-01-180.060.070.07823979
2005-01-190.0930.0950.0931067783
2005-01-200.10.1050.10251804266
2005-01-210.1020.1090.102406324
2005-01-240.0850.0890.085583429
2005-01-250.090.0950.09618000
2005-01-260.0810.090.09149700
2005-01-270.0850.0930.093716290
2005-01-280.0850.090.08543050
2005-01-310.0810.0850.08140144
2005-02-010.070.0730.07160944
2005-02-020.0610.070.065247540
2005-02-030.0650.0690.065275600
2005-02-040.060.0690.06370500
2005-02-070.080.0830.08185609
2005-02-080.0670.0750.067269600
2005-02-090.070.0750.075973750
2005-02-100.070.0740.074172300
2005-02-110.0710.0780.07199585
2005-02-140.0710.0750.07117000
2005-02-150.0750.080.0873840
2005-02-160.0750.0770.076117530
2005-02-170.070.0750.07165800
2005-02-180.070.075
2005-02-220.070.0750.07206110
2005-02-230.070.080.07377940
2005-02-240.110.1150.13044282
2005-02-250.1250.1290.1291873284
2005-02-280.150.1520.1525175918
2005-03-010.1850.1950.194108043
2005-03-020.250.260.266349094
2005-03-030.1680.170.1712259737
2005-03-040.1750.180.186377130
2005-03-070.1550.1650.162332430
2005-03-080.1110.1150.1126342021
2005-03-090.10.1020.17360926
2005-03-100.1140.120.125889177
2005-03-110.130.1320.1311688763
2005-03-140.120.1250.12949762
2005-03-150.1210.130.1252504290
2005-03-160.1250.1280.128770654
2005-03-170.120.1250.12659399
2005-03-180.120.1240.12536289
2005-03-210.1250.1280.128553948
2005-03-220.1430.1490.1492173237
2005-03-230.1270.130.131048942
2005-03-240.130.1310.131014224
2005-03-280.120.1230.12394689
2005-03-290.120.1250.12295170
2005-03-300.120.1240.12363316
2005-03-310.1220.1240.122105572
2005-04-010.1250.1290.1251231436
2005-04-040.1370.140.142102028
2005-04-050.150.1540.1534157709
2005-04-060.1550.170.163324486
2005-04-070.1780.180.183881465
2005-04-080.1820.1940.1943651106
2005-04-110.1750.1790.1792332214
2005-04-120.170.1840.175798090
2005-04-130.140.1430.142427268
2005-04-140.120.1270.122976647
2005-04-150.1250.1280.1252385850
2005-04-180.1180.1250.1251859659
2005-04-190.1130.1160.1162033634
2005-04-200.120.1210.121674405
2005-04-210.110.1110.111781168
2005-04-220.110.1130.1112241069
2005-04-250.1050.1090.109249500
2005-04-260.10.1040.11293928
2005-04-270.10.1010.11252746
2005-04-280.0970.10.11096380
2005-04-290.120.1350.135709186
2005-05-020.1270.1350.13848233
2005-05-030.1250.130.121882647
2005-05-040.1220.1350.135884399
2005-05-050.1240.130.124196712
2005-05-060.120.1250.12755583
2005-05-090.120.1280.124666698
2005-05-100.1220.1240.121729614
2005-05-110.1310.1350.1332830694
2005-05-120.130.1350.131606507
2005-05-130.120.1220.121032776
2005-05-160.1050.110.105717450
2005-05-170.1030.110.103181949
2005-05-180.110.1180.118284499
2005-05-190.1120.1150.111322590
2005-05-200.1080.120.11883278
2005-05-230.1030.1060.105368710
2005-05-240.10.1030.1011373769
2005-05-250.1120.1150.112997642
2005-05-260.1060.110.106211883
2005-05-270.1070.110.109240331
2005-05-310.110.1130.11348590
2005-06-010.1080.110.11222065
2005-06-020.1070.1080.107117150
2005-06-030.1020.110.111197965
2005-06-060.1070.110.108459346
2005-06-070.1010.1040.104475570
2005-06-080.10.1010.101746920
2005-06-090.1020.110.1051741603
2005-06-100.10.1090.179600
2005-06-130.10.1020.1147949
2005-06-140.1010.1070.107886404
2005-06-150.10.1080.108984336
2005-06-160.1070.110.107851045
2005-06-170.140.1450.1456704687
2005-06-200.1650.170.176247260
2005-06-210.2020.2030.2027495670
2005-06-220.1550.1580.1582536829
2005-06-230.1320.140.141364735
2005-06-240.1660.1670.1661275665
2005-06-270.1450.1550.1575748813
2005-06-280.150.1630.15199439
2005-06-290.1320.1380.132817981
2005-06-300.1330.140.133732400
2005-07-010.140.1450.14333400
2005-07-050.150.160.16461321
2005-07-060.1660.1730.1732017898
2005-07-070.1710.1760.1714764511
2005-07-080.1630.1650.1651270532
2005-07-110.1680.170.17693680
2005-07-120.1650.170.165481593
2005-07-130.1470.150.148936344
2005-07-140.1460.1550.152485406
2005-07-150.1450.150.15289800
2005-07-180.150.1550.155594450
2005-07-190.1520.1530.152498347
2005-07-200.150.1550.155362660
2005-07-210.150.1550.1589914
2005-07-220.150.1550.155386325
2005-07-250.150.1550.155458768
2005-07-260.150.1550.15349199
2005-07-270.1470.150.1471040660
2005-07-280.1560.1610.1613021312
2005-07-290.1520.1540.154231002