Price and Volume Information: (ADVR)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-020.1250.1280.1282168900
2004-01-050.1240.1260.1262768800
2004-01-060.1220.1280.1251216400
2004-01-070.1220.1260.1261664800
2004-01-080.1570.1620.156513069900
2004-01-090.1520.1550.1543246100
2004-01-120.1370.1420.1422150400
2004-01-130.1460.150.153277700
2004-01-140.1410.1480.1451241100
2004-01-150.1350.1450.143461800
2004-01-160.140.1420.142880800
2004-01-200.1490.150.1467831400
2004-01-210.1470.150.1484094800
2004-01-220.1410.1450.1412443500
2004-01-230.140.1450.141822500
2004-01-260.140.1440.1431888300
2004-01-270.140.1420.142730200
2004-01-280.1390.1420.1395274600
2004-01-290.130.1350.1352643300
2004-01-300.1610.1650.168623100
2004-02-020.1730.1770.1685842000
2004-02-030.20.2050.20412249800
2004-02-040.1580.1620.1613996500
2004-02-050.160.1620.1622116000
2004-02-060.1460.1550.15396266100
2004-02-090.1570.160.157998000
2004-02-100.1460.150.1463662700
2004-02-110.1570.160.1575572100
2004-02-120.1660.1680.1682329000
2004-02-130.1550.160.1575549100
2004-02-170.1580.160.162429100
2004-02-180.1520.160.1551619400
2004-02-190.1550.1590.1591416400
2004-02-200.1520.1550.1542126800
2004-02-230.1490.1530.1531873500
2004-02-240.1480.150.1493945800
2004-02-250.1670.170.16914839000
2004-02-260.1650.1660.1667134900
2004-02-270.1640.1660.1661785100
2004-03-010.1640.1650.1651434500
2004-03-020.1660.170.172904100
2004-03-030.160.1620.162021600
2004-03-040.1630.1650.1651086300
2004-03-050.1640.1680.1681549900
2004-03-080.1640.1680.1662241400
2004-03-090.1550.160.1552154000
2004-03-100.1580.160.159761400
2004-03-110.1670.170.172375400
2004-03-120.1650.170.171542000
2004-03-150.1620.1670.1621487700
2004-03-160.150.1550.152477400
2004-03-170.160.1650.161374200
2004-03-180.1560.1580.156937900
2004-03-190.160.1620.1625623000
2004-03-220.1520.1550.1522474200
2004-03-230.150.1520.1521357300
2004-03-240.1460.1470.1473452200
2004-03-250.1420.1460.145993500
2004-03-260.1380.140.14916000
2004-03-290.1350.1380.138886800
2004-03-300.130.1320.133626200
2004-03-310.130.1320.1286322900
2004-04-010.1310.140.1321346400
2004-04-020.1320.140.1321067000
2004-04-050.1320.140.1321370000
2004-04-060.130.140.13880900
2004-04-070.130.1350.13686200
2004-04-080.1250.1350.1253928000
2004-04-120.1290.1310.131643000
2004-04-130.1260.130.128840900
2004-04-140.1220.1260.1261975700
2004-04-150.1150.120.1181917500
2004-04-160.1190.1250.121173200
2004-04-190.1190.120.123684100
2004-04-200.1180.120.12665400
2004-04-210.10.1050.1052537500
2004-04-220.1150.1250.1251949900
2004-04-230.1590.160.1623795700
2004-04-260.1610.1650.16511723100
2004-04-270.160.1620.1633032200
2004-04-280.1420.1480.1453487300
2004-04-290.1320.140.1321559000
2004-04-300.130.1370.1371263900
2004-05-030.1490.160.1551554100
2004-05-040.1520.160.156928300
2004-05-050.1480.1520.151056800
2004-05-060.150.1550.155679300
2004-05-070.140.1470.145388600
2004-05-100.1320.140.141161600
2004-05-110.1380.1450.14426500
2004-05-120.140.1450.14590800
2004-05-130.1390.1420.14432600
2004-05-140.140.1440.144706100
2004-05-170.1330.1350.1331401200
2004-05-180.1350.140.135260000
2004-05-190.1350.1380.135880100
2004-05-200.1430.1450.1441061900
2004-05-210.140.1420.141028600
2004-05-240.140.1440.141916000
2004-05-250.1380.140.1381093200
2004-05-260.1370.140.14828100
2004-05-270.1330.1350.1331299600
2004-05-280.1340.1350.135525600
2004-06-010.1330.1350.135909100
2004-06-020.1290.130.131416400
2004-06-030.1350.1390.1362671700
2004-06-040.1290.1350.1353080900
2004-06-070.1350.140.1372842500
2004-06-080.1320.1360.1321754100
2004-06-090.1210.1230.1231419900
2004-06-100.1210.1230.1231073700
2004-06-140.1250.130.13895700
2004-06-150.1120.1130.1132358100
2004-06-160.11050.1110.111942200
2004-06-170.1080.110.1081979700
2004-06-180.1120.1190.117472300
2004-06-210.110.1120.11914500
2004-06-220.110.1150.11322400
2004-06-230.110.1120.111619800
2004-06-240.110.120.1113226100
2004-06-250.110.1150.11592200
2004-06-280.1080.1140.111861900
2004-06-290.1050.110.107967000
2004-06-300.1020.1050.1051132100
2004-07-010.10.1010.101722500
2004-07-020.1070.1080.1071626000
2004-07-060.1020.1050.102614100
2004-07-070.1080.1120.108803300
2004-07-080.1050.110.11532800
2004-07-090.1050.110.11387300
2004-07-120.1040.110.105538000
2004-07-130.1050.110.105515700
2004-07-140.1050.1080.105775400
2004-07-150.1050.1090.106641100
2004-07-160.1060.1120.106470900
2004-07-190.1080.1120.108710200
2004-07-200.1110.1150.112944900
2004-07-210.1040.1050.1051013000
2004-07-220.1030.1070.103965100
2004-07-230.1030.1050.105545600
2004-07-260.1030.1070.103420400
2004-07-270.0990.1010.0991636400
2004-07-280.0980.1030.102932800
2004-07-290.0950.10.097311000
2004-07-300.1070.110.1071885700
2004-08-020.1060.1090.109258000
2004-08-030.1060.110.106658400
2004-08-040.1060.110.108578000
2004-08-050.1070.110.111823000
2004-08-060.1060.1090.1071002600
2004-08-090.1020.1050.105493400
2004-08-100.0970.10.11753000
2004-08-110.0990.1030.1416900
2004-08-120.0990.1010.1250900
2004-08-130.0990.10.1282800
2004-08-160.0950.0990.095630600
2004-08-170.0950.0980.098297400
2004-08-180.0950.10.1468737
2004-08-190.0950.10.095318495
2004-08-200.0930.0970.097421191
2004-08-230.090.0920.09649571
2004-08-240.0990.1030.102300903
2004-08-250.10.1020.1284118
2004-08-260.090.10.1231305
2004-08-270.090.10.0986705
2004-08-300.0950.10.11702097
2004-08-310.10.1010.101609631
2004-09-010.0950.0980.094948885
2004-09-020.0950.0970.097260813
2004-09-030.10.110.111479002
2004-09-070.1020.110.111152758
2004-09-080.1050.110.11576825
2004-09-090.1180.1240.1241674033
2004-09-100.140.1440.1423217125
2004-09-130.140.1410.1414729462
2004-09-140.130.1330.1331212841
2004-09-150.1250.130.13587331
2004-09-160.120.1230.123926089
2004-09-170.1180.1230.118211685
2004-09-200.120.1230.1231332443
2004-09-210.1120.1220.115804274
2004-09-220.110.1150.11243999
2004-09-230.1090.110.109611205
2004-09-240.0990.1030.11674457
2004-09-270.10.1030.103580348
2004-09-280.10.1050.103754504
2004-09-290.10.1050.105253514
2004-09-300.1020.1050.105382898
2004-10-010.1010.1050.1051325526
2004-10-040.1030.1090.109475804
2004-10-050.1040.1080.108466659
2004-10-060.110.1130.11938009
2004-10-070.1050.1090.1091537608
2004-10-080.1030.1050.1051174527
2004-10-110.1030.1050.105172398
2004-10-120.1010.1050.105695156
2004-10-130.1040.1080.108197035
2004-10-140.1020.1040.102338537
2004-10-150.10.1020.102664223
2004-10-180.1010.1030.101300495
2004-10-190.10.1020.1371215
2004-10-200.10.1020.1133368
2004-10-210.1110.1140.1141478538
2004-10-220.110.1130.11558253
2004-10-250.1150.120.115872296
2004-10-260.1060.110.11441729
2004-10-270.1060.110.11414035
2004-10-280.1060.110.11150859
2004-10-290.1060.110.11267342
2004-11-010.1050.1070.107637630
2004-11-020.10750.1150.1075439738
2004-11-030.10750.1150.114498107
2004-11-040.110.1150.115447751
2004-11-050.1150.1230.115765581
2004-11-080.1150.120.1171113617
2004-11-090.130.1320.1321777300
2004-11-100.140.1450.1454286631
2004-11-110.1280.1350.134796656
2004-11-120.110.1150.1151889429
2004-11-150.120.1250.125885229
2004-11-160.120.1250.125767610
2004-11-170.130.1350.135536750
2004-11-180.1350.140.141011058
2004-11-190.130.1380.138575497
2004-11-220.1250.1350.125621367
2004-11-230.130.1380.138362230
2004-11-240.1350.1380.135861200
2004-11-260.1320.1350.132678280
2004-11-290.1430.1490.1482191536
2004-11-300.1480.150.152352828
2004-12-010.1350.140.1381383787
2004-12-020.130.1350.1351175055
2004-12-030.130.1330.13785564
2004-12-060.130.1350.131102511
2004-12-070.1320.1330.1321977062
2004-12-080.1270.130.129612800
2004-12-090.1230.1270.125660639
2004-12-100.1270.1280.128206662
2004-12-130.130.1320.132751363
2004-12-140.1280.130.13636601
2004-12-150.130.1310.13456835
2004-12-160.130.13190.13552231
2004-12-170.140.150.153094827
2004-12-200.140.1450.1451271889
2004-12-210.130.1320.131835162
2004-12-220.1310.1390.139615958
2004-12-230.140.1420.14780002
2004-12-270.1450.1490.1477017829
2004-12-280.1380.140.141605531
2004-12-290.1380.1450.1451499435
2004-12-300.1380.140.138743365
2004-12-310.140.1420.1421465921
2005-01-030.1410.1430.1411123772
2005-01-040.140.1440.14560777
2005-01-050.1390.140.139579281
2005-01-060.1310.1350.1311092009
2005-01-070.1320.1340.132396119
2005-01-100.1310.1320.132661619
2005-01-110.130.1350.135526604
2005-01-120.130.1350.131409420
2005-01-130.1320.1350.132406888
2005-01-140.1330.1380.133382292
2005-01-180.1380.140.138483901
2005-01-190.1320.1340.133756441
2005-01-200.1320.1340.133743169
2005-01-210.1310.1340.134475821
2005-01-240.1310.1350.1351656060
2005-01-250.1220.1250.1251775375
2005-01-260.120.1220.121089913
2005-01-270.1330.1340.133518354
2005-01-280.1260.1290.125731453
2005-01-310.1250.1280.128369468
2005-02-010.1350.140.1351833693
2005-02-020.1370.140.137620781
2005-02-030.1350.1390.135196165
2005-02-040.1350.1390.135266422
2005-02-070.1330.1380.133582412
2005-02-080.1290.130.129476381
2005-02-090.1280.1290.129187490
2005-02-100.1280.1290.129466150
2005-02-110.1230.1240.123663785
2005-02-140.1330.1370.1371132291
2005-02-150.1270.1320.128409413
2005-02-160.1260.1290.126534910
2005-02-170.130.1320.13125308
2005-02-180.1250.130.131124562
2005-02-220.1310.1350.135537910
2005-02-230.1280.1290.128237544
2005-02-240.120.1220.1213421303
2005-02-250.1180.120.118785255
2005-02-280.1210.1220.1221116968
2005-03-010.120.1220.122320890
2005-03-020.120.1230.12891860
2005-03-030.1180.1230.118124900
2005-03-040.1180.1190.119415943
2005-03-070.120.1230.123362485
2005-03-080.1130.1170.113625702
2005-03-090.1130.1170.117135275
2005-03-100.1120.1140.114214703
2005-03-110.1170.120.1191137745
2005-03-140.1230.1290.125698169
2005-03-150.1250.1270.125339533
2005-03-160.1250.1270.125392619
2005-03-170.1160.120.116450390
2005-03-180.1110.1150.111365324
2005-03-210.1120.1130.112442245
2005-03-220.110.1120.11475190
2005-03-230.110.1120.112480249
2005-03-240.1060.110.105560308
2005-03-280.1060.1110.106524730
2005-03-290.1110.1140.11320650
2005-03-300.1150.1160.115313675
2005-03-310.110.1120.11822970
2005-04-010.1050.110.105538024
2005-04-040.1050.1080.108495664
2005-04-050.10550.110.1055354590
2005-04-060.1060.110.106165975
2005-04-070.1050.1090.105420237
2005-04-080.1050.1070.107239563
2005-04-110.1010.1050.105485036
2005-04-120.10.1020.1722910
2005-04-130.10.1050.1492795
2005-04-140.1020.1030.103874465
2005-04-150.090.0950.09880174
2005-04-180.10.1050.1677705
2005-04-190.1050.1080.105186901
2005-04-200.1080.110.11399204
2005-04-210.1120.1150.112264199
2005-04-220.1050.110.105265528
2005-04-250.1050.1090.1051279573
2005-04-260.1050.1070.107142809
2005-04-270.1050.110.105391329
2005-04-280.1050.1080.105171495
2005-04-290.110.1140.11359537
2005-05-020.110.1150.11305388
2005-05-030.110.1150.11240985
2005-05-040.1020.1090.102770841
2005-05-050.1030.1050.103237400
2005-05-060.10.1030.102251047
2005-05-090.10.1010.101570230
2005-05-100.0980.1020.098403322
2005-05-110.10.1050.1388800
2005-05-120.0990.10.1412625
2005-05-130.10.1020.1465600
2005-05-160.0960.0990.096132132
2005-05-170.10.1030.1626341
2005-05-180.0950.0990.0951096009
2005-05-190.1090.1150.105606213
2005-05-200.10.110.1526776
2005-05-230.10.110.1487184
2005-05-240.1050.110.11360070
2005-05-250.1050.1090.106473095
2005-05-260.10.1040.104543520
2005-05-270.1050.110.109409462
2005-05-310.1030.1080.103596348
2005-06-010.1030.1080.103121087
2005-06-020.0980.0990.0981066878
2005-06-030.10.1050.1051146737
2005-06-060.0950.0970.095611978
2005-06-070.0990.10.099684130
2005-06-080.0980.10.1444940
2005-06-090.0980.10.181181
2005-06-100.0980.0990.099233427
2005-06-130.0950.0980.095369808
2005-06-140.0970.0980.098257595
2005-06-150.0970.0980.099446347
2005-06-160.0960.0970.096371305
2005-06-170.0950.0960.096416983
2005-06-200.0960.0970.09788643
2005-06-210.0950.0960.096155490
2005-06-220.0930.0940.093306314
2005-06-230.0920.0950.092521053
2005-06-240.0920.0930.092327350
2005-06-270.0910.0920.092875490
2005-06-280.09080.0950.095583908
2005-06-290.0920.0950.092157707
2005-06-300.0920.0930.09275300
2005-07-010.0910.0930.091517747
2005-07-050.0910.0930.093423950
2005-07-060.090.0920.092222931
2005-07-070.0920.0940.092826540
2005-07-080.0950.0990.0961127425
2005-07-110.10.1010.11740742
2005-07-120.1010.1020.101354921
2005-07-130.1020.1060.106791315
2005-07-140.1040.1050.104436041
2005-07-150.1010.1030.101696116
2005-07-180.1010.1020.102440190
2005-07-190.1010.1020.102794810
2005-07-200.1010.1020.101427010
2005-07-210.1010.1020.101563540
2005-07-220.1010.1020.101384854
2005-07-250.10.1010.1919073
2005-07-260.10.1020.102730198
2005-07-270.10.1010.101389400
2005-07-280.1010.1020.102478070
2005-07-290.1010.1020.101612097