Price and Volume Information: (AAII)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-02025.11339000
2004-01-05025.73305800
2004-01-06025.44747300
2004-01-07026.33564500
2004-01-08026.7493800
2004-01-09026.35348400
2004-01-12027.1355900
2004-01-13028.24702500
2004-01-14029543400
2004-01-15029.36789100
2004-01-16029.47916400
2004-01-20031.5531300
2004-01-21030.84886300
2004-01-22029.699734700
2004-01-23028.55640500
2004-01-26029.01412100
2004-01-27028.39346100
2004-01-28027.74438500
2004-01-29027.8492400
2004-01-30028.33470400
2004-02-02028.54301400
2004-02-03028.4522700
2004-02-04027.6448500
2004-02-05021.244837900
2004-02-06023.162458800
2004-02-09020.732672400
2004-02-10020.091596700
2004-02-11019.981344600
2004-02-12018.73254800
2004-02-13019.462120300
2004-02-17018.591086000
2004-02-18018.58597700
2004-02-19018.781046800
2004-02-20018.021097400
2004-02-23017.04884800
2004-02-24016.661640400
2004-02-25015.991454300
2004-02-26015.491544900
2004-02-27015.28858900
2004-03-0109.778380400
2004-03-0209.873016000
2004-03-03010.42798900
2004-03-04010.421327200
2004-03-05010.151322500
2004-03-080101037200
2004-03-0909.81091800
2004-03-1009.25952800
2004-03-1109.151078200
2004-03-1209.41627600
2004-03-1509656500
2004-03-1608.55965800
2004-03-1708.041948200
2004-03-1807.991663700
2004-03-1907.87658300
2004-03-2207.53657000
2004-03-2307.81365500
2004-03-2408.141410100
2004-03-2508.51355600
2004-03-2608.47826100
2004-03-2908.012631000
2004-03-3008.181978200
2004-03-3106.636797300
2004-07-0905.45314300
2004-07-1205.26345400
2004-07-1305.3209100
2004-07-1405.25157400
2004-07-1505.3121200
2004-07-1605.35223800
2004-07-1905.19239800
2004-07-2005.11140200
2004-07-2104.9320700
2004-07-2204.72121600
2004-07-2304.25350400
2004-07-2604335000
2004-07-2704.13223000
2004-07-2804.06187200
2004-07-2904.25201600
2004-07-3004.22125000
2004-08-0204.15189700
2004-08-0304.1696500
2004-08-0404.01143200
2004-08-0503.86189500
2004-08-0603.669220700
2004-08-0903.39285600
2004-08-1003.11786500
2004-08-1102.62911700
2004-08-1202.33710100
2004-08-1302.3547400
2004-08-1602.24384000
2004-08-1702.07300900
2004-08-1802.241217400
2004-08-1902.12472500
2004-08-2002.651353400
2004-08-2302.46379400
2004-08-2402.38282200
2004-08-2502.66487100
2004-08-2602.45273700
2004-08-2702.48182600
2004-08-3002.39258000
2004-08-3102.31265800
2004-09-0102.34407000
2004-09-0202.47315900
2004-09-0302.43168200
2004-09-0702.39183400
2004-09-0802.38215300
2004-09-0902.34325100
2004-09-1002.32120600
2004-09-1302.42703200
2004-09-1402.4457800
2004-09-1502.25313300
2004-09-1602.21274700
2004-09-1702.14665300
2004-09-2002.12181600
2004-09-2102.14172500
2004-09-2201.781940800
2004-09-2301.61786200
2004-09-2401.491785600
2004-09-2701.351003400
2004-09-2801.771609400
2004-09-2901.591614500
2004-09-3001.551396600
2004-10-0101.271554600
2004-10-0401.581336600
2004-10-0501.52562600
2004-10-0601.511192800
2004-10-0701.811713900
2004-10-0802.023119400
2004-10-1101.9953900
2004-10-1201.94521300
2004-10-1301.95769900
2004-10-1401.91320500
2004-10-1501.79620800
2004-10-1801.75297200
2004-10-1901.66330900
2004-10-2001.689204600
2004-10-2101.68202400
2004-10-2201.65211000
2004-10-2501.66314800
2004-10-2601.66173700
2004-10-2702.647546800
2004-10-2803.045384000
2004-10-2902.91543600
2004-11-0103.899859000
2004-11-0203.913998000
2004-11-0303.672375600
2004-11-0404.051512800
2004-11-0503.941579000
2004-11-0803.75725900
2004-11-0903.62910800
2004-11-1003.091789300
2004-11-1102.791368500
2004-11-1203.121765300
2004-11-1502.91300000
2004-11-1602.97619100
2004-11-1702.9461200
2004-11-1802.81809800
2004-11-1902.92598200
2004-11-2202.86343600
2004-11-2303.171372700
2004-11-2403.16462300
2004-11-2603.14251400
2004-11-2903.15716900
2004-11-3003.09571900
2004-12-0103.05372800
2004-12-0203.07679400
2004-12-0303865300
2004-12-0603544000
2004-12-0702.9520100
2004-12-0802.79367300
2004-12-0902.85597700
2004-12-1002.85205900
2004-12-1302.9444700
2004-12-1402.9385000
2004-12-1502.88412500
2004-12-1602.8277900
2004-12-1702.75506000
2004-12-2002.66419000
2004-12-2102.6458400
2004-12-2202.9737100
2004-12-2303.221404400
2004-12-2703.44880600
2004-12-2803.25677700
2004-12-2903.25432200
2004-12-3003.27371800
2004-12-3103.25392900
2005-01-0303.39435900
2005-01-0403.8052427100
2005-01-0503.421100100
2005-01-0603.46287900
2005-01-0703.31361400
2005-01-1003.39543900
2005-01-1103.17280600
2005-01-1203.23297800
2005-01-1303.16203700
2005-01-1403.13169200
2005-01-1803.3362800
2005-01-1903.36272400
2005-01-2003.41461400
2005-01-2103.2394100
2005-01-2402.88655500
2005-01-2502.75461600
2005-01-2602.61734800
2005-01-2702.65456900
2005-01-2802.68489600
2005-01-3102.67284800
2005-02-0102.66303100
2005-02-0202.7232600
2005-02-0302.72186800
2005-02-0402.57475700
2005-02-0702.55246800
2005-02-0802.64142700
2005-02-0902.551140900
2005-02-1002.45232300
2005-02-1102.64545800
2005-02-1402.76538400
2005-02-1502.74133100
2005-02-1602.62230800
2005-02-1702.665300
2005-02-1802.55101900
2005-02-2202.5176800
2005-02-2302.45143100
2005-02-2402.43208800
2005-02-2502.5191800
2005-02-2802.3307700
2005-03-0102.14637000
2005-03-0202.12223500
2005-03-0302.05327100
2005-03-0402.06613000
2005-03-0702.08243100
2005-03-0802.03179900
2005-03-0902169500
2005-03-1001.96275300
2005-03-1102.02368900
2005-03-1402.01138100
2005-03-1501.98212200
2005-03-1601.93252500
2005-03-1700.974884500
2005-03-1800.871663800
2005-03-2100.78885000
2005-03-2200.78806100
2005-03-2300.76421600
2005-03-2400.74300900
2005-03-2800.72152200
2005-03-2900.7255500
2005-03-3000.72230000
2005-03-3100.71144200
2005-04-0100.7317200
2005-04-0400.591196900
2005-04-0500.5702500
2005-04-0600.58397800
2005-04-0700.762035800
2005-04-0800.661199500
2005-04-1100.63239000
2005-04-1200.6382400
2005-04-180.390.410.4595896
2005-04-190.380.420.415191737
2005-04-200.430.450.44190899
2005-04-210.430.460.43193305
2005-04-220.380.40.39214321
2005-04-250.3850.40.3938036
2005-04-260.370.380.3780577
2005-04-270.360.3750.375100751
2005-04-280.350.370.37196536
2005-04-290.330.340.33350241
2005-05-020.320.330.33277755
2005-05-030.310.320.31163188
2005-05-040.320.340.34144995
2005-05-050.320.350.32101099
2005-05-060.330.350.3427543
2005-05-090.340.360.37307978
2005-05-100.320.340.32809266
2005-05-110.3010.3250.32208967