Price and Volume Information: (ALMI)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-020.1150.1250.12489100
2004-01-050.120.1350.135583700
2004-01-060.120.130.12524500
2004-01-070.120.130.13180700
2004-01-080.1150.1250.12696900
2004-01-090.11250.120.115564300
2004-01-120.1150.130.1263800
2004-01-130.1150.1250.12282500
2004-01-140.110.120.118348500
2004-01-150.1150.120.115186400
2004-01-160.110.120.11245800
2004-01-200.110.120.115347500
2004-01-210.1150.120.115105000
2004-01-220.120.1250.12356900
2004-01-230.1150.1250.122557800
2004-01-260.110.1150.11397000
2004-01-270.1080.1150.11380000
2004-01-280.1080.1150.11264900
2004-01-290.1080.1150.10860000
2004-01-300.110.1150.11135600
2004-02-020.120.130.13353400
2004-02-030.120.130.12567500
2004-02-040.1250.1350.135203700
2004-02-050.120.1250.12172000
2004-02-060.1150.1250.125157500
2004-02-090.1150.120.12268700
2004-02-100.1150.130.129227200
2004-02-110.1250.1350.13205300
2004-02-120.1250.130.13399400
2004-02-130.1250.1350.132174600
2004-02-170.130.140.135829200
2004-02-180.130.140.141100800
2004-02-190.150.16250.1572165000
2004-02-200.1450.160.15885400
2004-02-230.1350.140.14492000
2004-02-240.130.140.14797200
2004-02-250.130.140.139662700
2004-02-260.1160.130.12406900
2004-02-270.130.140.135361000
2004-03-010.140.1450.145219200
2004-03-020.1370.140.137378200
2004-03-030.130.140.14304500
2004-03-040.1250.140.1360800
2004-03-050.1450.15250.15466100
2004-03-080.1550.170.165925300
2004-03-090.140.1450.1451389700
2004-03-100.1350.1450.145419300
2004-03-110.15010.1550.1501417000
2004-03-120.1550.1650.165143100
2004-03-150.1450.160.16266200
2004-03-160.1730.1750.175687000
2004-03-170.20.2050.22686300
2004-03-180.190.2050.19761800
2004-03-190.180.1950.195395500
2004-03-220.1950.2050.2512400
2004-03-230.2150.2350.2151264900
2004-03-240.2250.2350.235865900
2004-03-250.230.2350.231960700
2004-03-260.230.240.24662600
2004-03-290.220.240.23916900
2004-03-300.2150.2250.22364400
2004-03-310.2050.210.21914700
2004-04-010.210.220.21339800
2004-04-020.1950.210.2259300
2004-04-050.1850.210.2316700
2004-04-060.1950.2150.2332800
2004-04-070.1950.2050.205306400
2004-04-080.230.2450.2451192700
2004-04-120.2150.230.24477500
2004-04-130.220.240.24504300
2004-04-140.240.250.25527100
2004-04-150.2150.220.225528500
2004-04-160.220.2350.235878000
2004-04-190.220.2250.225309200
2004-04-200.20.2150.21302700
2004-04-210.20.2150.215199100
2004-04-220.20.210.21117500
2004-04-230.20.210.21344700
2004-04-260.1950.210.2683800
2004-04-270.190.20.2492500
2004-04-280.2250.2350.231673300
2004-04-290.1950.2050.195586100
2004-04-300.1850.20.185402300
2004-05-030.1950.210.195731900
2004-05-040.1950.210.195248100
2004-05-050.20.210.21204800
2004-05-060.190.20.195503700
2004-05-070.190.20.19143100
2004-05-100.1850.20.2475500
2004-05-110.180.20.185142800
2004-05-120.180.190.185214900
2004-05-130.180.20.195124000
2004-05-140.1750.190.17550000
2004-05-170.170.190.19362800
2004-05-180.1510.160.15747500
2004-05-190.180.1850.185189200
2004-05-200.160.1750.175256700
2004-05-210.160.170.1730400
2004-05-240.160.170.161232400
2004-05-250.160.170.1768700
2004-05-260.1650.170.1799000
2004-05-270.1650.170.165220300
2004-05-280.1650.170.1760500
2004-06-010.1750.1850.18545000
2004-06-020.1750.1850.18131200
2004-06-030.170.180.175128100
2004-06-040.1650.1750.175361800
2004-06-070.170.1750.175262800
2004-06-080.1650.1750.175101700
2004-06-090.1650.1750.175197600
2004-06-100.170.1750.17284500
2004-06-140.160.170.1773100
2004-06-150.150.170.155279300
2004-06-160.150.160.16101200
2004-06-170.150.1550.155269500
2004-06-180.1550.170.15514000
2004-06-210.160.20.1976600
2004-06-220.150.1750.16162500
2004-06-230.150.1750.16268600
2004-06-240.150.1750.17536500
2004-06-250.170.180.17397100
2004-06-280.1750.1850.1883000
2004-06-290.170.1850.175183700
2004-06-300.170.1850.1870700
2004-07-010.170.1850.18151000
2004-07-020.170.1850.17734900
2004-07-060.1950.2050.2779800
2004-07-070.180.190.185205400
2004-07-080.1850.1950.19338100
2004-07-090.1950.2050.205293900
2004-07-120.1950.2050.195182200
2004-07-130.1950.20.2536300
2004-07-140.1950.2070.2138300
2004-07-150.190.1950.19196200
2004-07-160.1950.2050.195312900
2004-07-190.2050.2170.205539700
2004-07-200.210.2170.21765200
2004-07-210.2350.23750.23751594900
2004-07-220.220.23250.2325320800
2004-07-230.2150.230.23219000
2004-07-260.20.210.21168000
2004-07-270.20.230.225189400
2004-07-280.210.220.22159900
2004-07-290.210.220.2210700
2004-07-300.190.20.278800
2004-08-020.190.210.21130500
2004-08-030.190.20.195133800
2004-08-040.190.20.1930700
2004-08-050.20.2050.205177400
2004-08-060.1950.2050.20533200
2004-08-090.180.1950.19285900
2004-08-100.180.1950.18523300
2004-08-110.180.190.18133300
2004-08-120.1850.190.19140500
2004-08-130.1850.210.244600
2004-08-160.180.20.1931000
2004-08-170.180.20.240000
2004-08-180.180.20.18933600
2004-08-190.190.210.21148100
2004-08-200.180.190.1948150
2004-08-230.180.20.264500
2004-08-240.180.20.196500
2004-08-250.190.20.2236998
2004-08-260.180.20.1993300
2004-08-270.180.210.2216900
2004-08-300.180.1950.197553200
2004-08-310.190.1950.195144085
2004-09-010.180.190.19270979
2004-09-020.1950.20.198338000
2004-09-030.190.210.21129400
2004-09-070.1950.210.2117500
2004-09-080.190.2050.205181400
2004-09-090.190.2050.20551000
2004-09-100.20.2150.215338600
2004-09-130.20.2050.205212912
2004-09-140.20.210.21110500
2004-09-150.180.20.2149500
2004-09-160.1850.1950.19560650
2004-09-170.1850.20.1913250
2004-09-200.190.20.19592500
2004-09-210.20.210.21208900
2004-09-220.20.210.21167420
2004-09-230.190.210.2283250
2004-09-240.2050.2150.21268550
2004-09-270.220.230.221029850
2004-09-280.230.240.235306570
2004-09-290.280.290.292216357
2004-09-300.310.3150.311551874
2004-10-010.280.2950.295705250
2004-10-040.270.280.27308450
2004-10-050.310.3250.32745115
2004-10-060.310.320.32251715
2004-10-070.3150.3250.325265910
2004-10-080.3150.3230.323240200
2004-10-110.330.3450.345743300
2004-10-120.310.3250.33292850
2004-10-130.2950.30250.3410650
2004-10-140.30.3050.3142375
2004-10-150.30.3050.30535016
2004-10-180.2750.2850.28483781
2004-10-190.270.280.28230750
2004-10-200.280.30.28128550
2004-10-210.30.310.31405572
2004-10-220.290.310.31180560
2004-10-250.2950.3050.3175222
2004-10-260.310.330.33138560
2004-10-270.290.320.3282250
2004-10-280.290.310.31245400
2004-10-290.310.3150.315245284
2004-11-010.2750.290.27240520
2004-11-020.270.30.29767260
2004-11-030.280.290.29121899
2004-11-040.2650.280.265227200
2004-11-050.2750.280.275153150
2004-11-080.2650.280.28124800
2004-11-090.260.270.27243340
2004-11-100.2450.260.26237250
2004-11-110.2450.2510.2557100
2004-11-120.2550.290.27503090
2004-11-150.2550.290.2926300
2004-11-160.2550.280.28164272
2004-11-170.290.30.3363250
2004-11-180.280.290.28551700
2004-11-190.2750.290.29183200
2004-11-220.260.280.27153060
2004-11-230.260.280.27125917
2004-11-240.270.280.28302900
2004-11-260.280.2950.29560800
2004-11-290.290.3050.305307030
2004-11-300.280.290.29128000
2004-12-010.270.2850.27479900
2004-12-020.290.310.31239850
2004-12-030.3250.340.34872810
2004-12-060.320.3350.33394950
2004-12-070.30.320.32276340
2004-12-080.30.340.34109595
2004-12-090.310.340.33108300
2004-12-100.320.330.32138642
2004-12-130.320.340.34125000
2004-12-140.340.360.36368200
2004-12-150.310.360.3591276374
2004-12-160.320.330.33157416
2004-12-170.340.350.35418757
2004-12-200.320.330.33202900
2004-12-210.330.350.35126800
2004-12-220.330.340.33172295
2004-12-230.320.360.355314400
2004-12-270.320.340.34113850
2004-12-280.330.360.3594300
2004-12-290.330.360.36141950
2004-12-300.350.380.38379035
2004-12-310.380.40.39384420
2005-01-030.390.410.405189586
2005-01-040.410.430.42521469
2005-01-050.450.470.471007742
2005-01-060.450.470.47423705
2005-01-070.430.460.455346750
2005-01-100.440.450.45284899
2005-01-110.4550.4650.455285300
2005-01-120.470.490.47244197
2005-01-130.480.490.485150495
2005-01-140.460.4650.465259655
2005-01-180.440.4650.44291466
2005-01-190.460.470.47804540
2005-01-200.450.470.47203517
2005-01-210.490.510.51523550
2005-01-240.480.4950.495356502
2005-01-250.560.580.581053749
2005-01-260.70.710.72252563
2005-01-270.760.7650.7651335189
2005-01-280.810.820.821064277
2005-01-310.730.750.711296239
2005-02-010.650.660.65752135
2005-02-020.670.690.69303549
2005-02-030.670.70.7218875
2005-02-040.690.70.7100730
2005-02-070.760.770.77434573
2005-02-080.790.810.8571610
2005-02-090.810.830.811571894
2005-02-100.7950.80.8445891
2005-02-110.7650.7750.765290148
2005-02-140.810.820.81554270
2005-02-150.7750.80.8279326
2005-02-160.8250.840.84479108
2005-02-170.850.8550.85245730
2005-02-181.011.021.012766357
2005-02-221.141.151.161595875
2005-02-231.381.391.382673424
2005-02-241.281.291.281241871
2005-02-251.271.281.27328893
2005-02-281.061.071.061487594
2005-03-011.161.21.21767114
2005-03-021.191.211.21534602
2005-03-031.231.241.24732862
2005-03-041.411.441.441255989
2005-03-071.491.5051.49995597
2005-03-081.41.421.41498002
2005-03-091.371.41.4406301
2005-03-101.321.331.33201698
2005-03-111.371.381.37622198
2005-03-141.291.31.3279631
2005-03-151.291.331.33627964
2005-03-161.231.261.22372977
2005-03-171.151.171.16738836
2005-03-181.251.291.29545640
2005-03-211.241.251.25577809
2005-03-221.21.221.21189746
2005-03-231.241.261.24325515
2005-03-241.231.251.24236883
2005-03-281.231.241.23294057
2005-03-291.161.181.17227780
2005-03-301.171.181.17259597
2005-03-311.051.061.06783918
2005-04-010.910.920.912257750
2005-04-040.950.970.96492294
2005-04-051.061.071.06407878
2005-04-061.181.21.2789555
2005-04-071.171.21.17296321
2005-04-081.041.051.05543117
2005-04-110.991.011.01285899
2005-04-120.981.031272745
2005-04-130.971.010.9881313
2005-04-140.90.950.92456165
2005-04-150.8950.920.92475089
2005-04-180.850.860.85141575
2005-04-190.980.990.98514838
2005-04-200.97511315546
2005-04-210.9751.021420819
2005-04-220.960.990.9872590
2005-04-2511.011432876
2005-04-260.981.020.98106537
2005-04-270.950.960.95229307
2005-04-280.90.940.92331875
2005-04-290.991.010.99924649
2005-05-021.061.071.07374320
2005-05-031.071.11.08125163
2005-05-041.151.171.17478575
2005-05-051.131.161.13232156
2005-05-061.051.081.08255355
2005-05-091.11.131.13261505
2005-05-101.181.211.2710612
2005-05-111.21.211.2643680
2005-05-121.251.271.26799585
2005-05-131.291.31.295672051
2005-05-161.251.261.25121957
2005-05-171.211.231.22325286
2005-05-181.171.191.18134274
2005-05-191.151.171.16115354
2005-05-201.181.21.18152315
2005-05-231.141.151.14269985
2005-05-241.151.181.18163244
2005-05-251.11.131.11175182
2005-05-261.051.071.05126340
2005-05-2711.031.02425653
2005-05-311.031.041.04170385
2005-06-011.071.0951.06148000
2005-06-021.081.091.09225153
2005-06-031.191.21.19502095
2005-06-061.171.211.2293545
2005-06-071.161.181.1689390
2005-06-081.181.191.19152570
2005-06-091.141.151.1587900
2005-06-101.151.161.1523700
2005-06-131.151.161.15250147
2005-06-141.141.151.1418000
2005-06-151.121.141.1247000
2005-06-161.071.081.07106845
2005-06-171.081.11.1423870
2005-06-201.021.071.02229950
2005-06-211.031.051.05233175
2005-06-221.031.051.03122650
2005-06-231.051.081.0720640
2005-06-241.051.061.0626890
2005-06-271.021.031.0358245
2005-06-2811.021.0250120
2005-06-291.051.061.06142569
2005-06-301.11.131.12122526
2005-07-011.081.11.0879225
2005-07-051.041.061.0553903
2005-07-061.051.071.05212970
2005-07-071.051.061.0675180
2005-07-081.061.11.09107895
2005-07-111.131.161.1690333
2005-07-121.241.251.23681920
2005-07-131.231.251.23372307
2005-07-141.161.171.16139510
2005-07-151.151.191.1874817
2005-07-181.131.151.1337360
2005-07-191.071.081.08158633
2005-07-201.11.111.135640
2005-07-211.161.171.16114440
2005-07-221.091.141.0974800
2005-07-251.11.131.1265625
2005-07-261.151.21.2177400
2005-07-271.161.191.195230491
2005-07-281.171.191.19166784
2005-07-291.151.171.1527900