Price and Volume Information: (AMTA)

>  >  >   spam works: evidence from stock touts and corresponding market activity
DateBidAskSaleVolume
2004-01-0202.18200
2004-01-0502.35100
2004-01-0602.16500
2004-01-0702.18400
2004-01-0802.385300
2004-01-0902.15400
2004-01-1302.254100
2004-01-1402.311300
2004-01-1502.2312500
2004-01-2102.33600
2004-01-2202.342700
2004-01-2302.373300
2004-01-2602.366100
2004-01-2702.251100
2004-01-2802.078700
2004-01-2902.173100
2004-01-3002.13400
2004-02-0401.92600
2004-02-0602.395100
2004-02-0902.267300
2004-02-1001.984000
2004-02-1102.02500
2004-02-1302.16000
2004-02-1802.053400
2004-02-1902.1511800
2004-02-2301.954600
2004-02-2401.98200
2004-02-2502.011000
2004-02-2602.013600
2004-02-2701.966900
2004-03-0101.96400
2004-03-0302.137600
2004-03-0402.06500
2004-03-0501.974400
2004-03-0801.931800
2004-03-0901.87700
2004-03-1002.45140500
2004-03-1102.1629700
2004-03-1202.316800
2004-03-1502.329200
2004-03-1602.3110700
2004-03-1702.168600
2004-03-1802.19900
2004-03-1902.186500
2004-03-2202.053300
2004-03-2302.063800
2004-03-2502.110100
2004-03-2602.137600
2004-03-2902.163500
2004-03-3002.17500
2004-03-3102.162000
2004-04-0102.165800
2004-04-0202.2415500
2004-04-0502.3423600
2004-04-0602.442800
2004-04-0702.2311500
2004-04-0802.443700
2004-04-1202.4517200
2004-04-1302.254200
2004-04-1402.32300
2004-04-1502.351500
2004-04-1602.7970300
2004-04-1903.24263700
2004-04-2002.9529800
2004-04-2102.811500
2004-04-2202.727200
2004-04-2302.9316100
2004-04-2602.98916200
2004-04-2702.9411200
2004-04-2802.7510100
2004-04-2902.717000
2004-04-3002.3948500
2004-05-0302.3111700
2004-05-0402.327100
2004-05-0502.2621500
2004-05-0602.19400
2004-05-0702.3414400
2004-05-1002.2415400
2004-05-1102.149800
2004-05-1202.1817900
2004-05-1302.049300
2004-05-1402.146000
2004-05-1702.036200
2004-05-1802.058300
2004-05-1902.223900
2004-05-2002.114500
2004-05-2102.23000
2004-05-2402.16300
2004-05-2502.274600
2004-05-2602.08100
2004-05-2702.234200
2004-05-2802.291000
2004-06-0102.37500
2004-06-0202.273000
2004-06-0302.24400
2004-06-0402.156900
2004-06-0802.157400
2004-06-0902.12700
2004-06-1002.256700
2004-06-1402.334000
2004-06-1502.496200
2004-06-1602.375200
2004-06-1702.6521800
2004-06-1802.759500
2004-06-2102.5820500
2004-06-2202.582400
2004-06-2302.77600
2004-06-2402.768200
2004-06-2502.8719600
2004-06-2802.8316900
2004-06-2902.84900
2004-06-3002.6212800
2004-07-0102.637500
2004-07-0202.5710500
2004-07-0602.533200
2004-07-0702.563800
2004-07-0802.62400
2004-07-0902.777400
2004-07-1202.825700
2004-07-1303.00125900
2004-07-1403.061200
2004-07-1502.954700
2004-07-1602.873000
2004-07-1902.959600
2004-07-2002.95800
2004-07-2102.8865000
2004-07-2202.856900
2004-07-2302.717800
2004-07-2602.528000
2004-07-2702.5211600
2004-07-2802.682200
2004-07-2902.553000
2004-07-3002.414600
2004-08-0202.435600
2004-08-0302.569000
2004-08-0402.548500
2004-08-0502.2128000
2004-08-0602.2417400
2004-08-0902.3110200
2004-08-1002.593300
2004-08-1102.4675100
2004-08-1202.3810200
2004-08-1302.237800
2004-08-1602.2310600
2004-08-1701.996100
2004-08-1802.2313500
2004-08-1902.466700
2004-08-2002.5715600
2004-08-2302.62000
2004-08-2402.481900
2004-08-2502.613200
2004-08-2602.64900
2004-08-2702.5914700
2004-08-3002.52000
2004-09-0102.6016600
2004-09-0202.556000
2004-09-0302.458900
2004-09-0702.523000
2004-09-0902.53600
2004-09-1002.542200
2004-09-1302.612400
2004-09-1502.542000
2004-09-1602.644100
2004-09-1702.5214100
2004-09-2002.55300
2004-09-2102.514500
2004-09-2202.523700
2004-09-2302.592500
2004-09-2402.514700
2004-09-2702.65200
2004-09-2802.641700
2004-09-2902.7311900
2004-09-3002.835400
2004-10-0103.0521900
2004-10-0402.911100
2004-10-0502.977300
2004-10-0602.666600
2004-10-0702.6813600
2004-10-0802.736400
2004-10-1102.863500
2004-10-1202.836200
2004-10-1302.9219000
2004-10-1402.73800
2004-10-1502.76900
2004-10-1802.792800
2004-10-1902.672100
2004-10-2202.722100
2004-10-2502.611100
2004-10-2602.62400
2004-10-2702.877100
2004-10-2802.83400
2004-11-0102.5713100
2004-11-0202.65300
2004-11-0802.865600
2004-11-0902.75700
2004-11-1002.41812600
2004-11-1102.52700
2004-11-1202.557400
2004-11-1502.889500
2004-11-1602.813900
2004-11-1703.49350700
2004-11-1803.664100
2004-11-1903.7927000
2004-11-2203.9423300
2004-11-2303.8710100
2004-11-2403.741700
2004-11-2603.66300
2004-11-2903.619500
2004-11-3003.379600
2004-12-0103.3515100
2004-12-0203.466700
2004-12-0303.48000
2004-12-0603.6510700
2004-12-0703.4511000
2004-12-0803.512600
2004-12-0903.257300
2004-12-1003.517100
2004-12-1303.52400
2004-12-1403.656400
2004-12-1503.412500
2004-12-1603.42100
2004-12-1703.41400
2004-12-2003.661600
2004-12-2103.4932700
2004-12-2203.4014000
2004-12-2303.45900
2004-12-2703.3013900
2004-12-2803.64100
2004-12-2903.66000
2004-12-3003.8817300
2005-01-0303.654200
2005-01-0403.833700
2005-01-0503.892800
2005-01-0603.6716100
2005-01-0703.475700
2005-01-1003.885500
2005-01-1103.523600
2005-01-1203.5391900
2005-01-1303.65200
2005-01-1403.912100
2005-01-1803.93400
2005-01-2003.742100
2005-01-2103.766700
2005-01-2503.77400
2005-01-2603.82700
2005-01-2803.662300
2005-01-3103.783700
2005-02-0103.741000
2005-02-0203.752800
2005-02-0303.764300
2005-02-0403.74400
2005-02-0703.744900
2005-02-0803.795400
2005-02-0903.738300
2005-02-1003.713100
2005-02-1103.739600
2005-02-1403.692800
2005-02-1503.656600
2005-02-1603.4511600
2005-02-1703.2518100
2005-02-1803.35800
2005-02-2203.2242400
2005-02-2303.24000
2005-02-2403.3093300
2005-02-2503.419700
2005-03-0103.496200
2005-03-0303.319500
2005-03-0403.2600
2005-03-0703.312400
2005-03-0803.153000
2005-03-0903.111300
2005-03-1003.171400
2005-03-1103.391600
2005-03-1403.275500
2005-03-1503.261000
2005-03-1703.254200
2005-03-1803.259400
2005-03-2103.251400
2005-03-2203.06800
2005-03-2303.191000
2005-03-2403.0894200
2005-03-2803.181600
2005-03-2903.2991600
2005-03-3003.31300
2005-03-3103.483200
2005-04-0403.492100
2005-04-0603.371000
2005-04-0703.45500
2005-04-0803.251000
2005-04-1103.25500
2005-04-1203.404300
2005-04-1403.06900
2005-04-1503.052300
2005-04-2003.21200
2005-04-2503.05300
2005-04-2603.091100
2005-04-2703.251400
2005-05-0203.36400
2005-05-0503.41100
2005-05-1003.152900
2005-05-1102.792700
2005-05-1202.563900
2005-05-1302.82100
2005-05-1702.63800
2005-05-1803.151000
2005-05-1903.059400
2005-05-2003.04800
2005-05-2302.951000
2005-05-2402.95400
2005-05-2702.751200
2005-05-31033800
2005-06-0103.011800
2005-06-03037100
2005-06-0603.181300
2005-06-07032700
2005-06-0803.17800
2005-06-1303.023300
2005-06-1403200
2005-06-1503100
2005-06-1603400
2005-06-2103.13400
2005-06-2203.321500
2005-06-2403.52900
2005-06-2703.5900
2005-06-2803.42800
2005-06-3003900
2005-07-0103.246800
2005-07-0503.032900
2005-07-06032300
2005-07-0703300
2005-07-08034400
2005-07-1202.952000
2005-07-1303200
2005-07-1402.956300
2005-07-1503.05700
2005-07-1903.051000
2005-07-2003.051100
2005-07-2103.051000
2005-07-2203.24000
2005-07-2503.153900
2005-07-2603.15200
2005-07-2703.344100
2005-07-2803.2424100
2005-07-2903.492600
2005-08-0103.251400
2005-08-0202.955500
2005-08-0303.15900
2005-08-0403.05800
2005-08-0503.1400
2005-08-0802.96900
2005-08-1102.96800
2005-08-1203.052600
2005-08-1502.852600
2005-08-1602.831000
2005-08-1702.8011500
2005-08-1802.91000
2005-08-1902.91000
2005-08-22036800
2005-08-2302.93800
2005-08-2402.82200
2005-08-2504.571392000
2005-08-2604.49284400
2005-08-2904.5114400
2005-08-3004.5103100
2005-08-3104.06104600
2005-09-0103.8632800
2005-09-0203.5923900
2005-09-0603.64924500
2005-09-070345000
2005-09-0802.8113400
2005-09-0902.819100
2005-09-122.552.852.5527481
2005-09-132.22.652.510050
2005-09-142.252.52.4520760
2005-09-152.32.52.52400
2005-09-162.352.52.51675
2005-09-192.752.852.858881
2005-09-203.253.423.258350
2005-09-213.253.423.251755
2005-09-223.13.423.1400
2005-09-2333.753.7512286
2005-09-263.253.753.251153
2005-09-273.53.853.98200
2005-09-283.53.83.82750
2005-09-293.53.7
2005-09-303.53.733.731050
2005-10-033.53.533.53100
2005-10-043.53.533.5400
2005-10-053.53.53
2005-10-063.53.733.65650
2005-10-073.754.253.752257
2005-10-103.754.254.23000
2005-10-114.24.54.512800
2005-10-123.754.154.129539
2005-10-133.94.15
2005-10-143.7543.753550
2005-10-173.53.753.752750
2005-10-183.754.153.754605
2005-10-193.754.153.751000
2005-10-203.253.53.59100
2005-10-213.063.083.0814239
2005-10-2433.237378
2005-10-253.083.2
2005-10-263.123.23.12125
2005-10-2733.23.22300
2005-10-2833.23200
2005-10-3133.23200
2005-11-013.153.453.2720
2005-11-023.23.43.252779
2005-11-033.23.43.4100
2005-11-043.23.43.4590