Price and Volume Information:
(ABZT)
> > >
spam works: evidence from stock touts and corresponding market activity
| Date | Bid | Ask | Sale | Volume |
| 2004-06-04 | 0.15 | 0.25 | 0.15 | 6500 |
| 2004-06-07 | 0.2 | 0.25 | 0.2 | 3000 |
| 2004-06-08 | 0.2 | 0.25 | 0.2 | 5000 |
| 2004-06-09 | 0.2 | 0.25 | 0.2 | 5000 |
| 2004-06-10 | 0.2 | 0.25 | | |
| 2004-06-14 | 0.2 | 0.25 | | |
| 2004-06-15 | 0.2 | 0.25 | | |
| 2004-06-16 | 0.2 | 0.25 | | |
| 2004-06-17 | 0.2 | 0.25 | | |
| 2004-06-18 | 0.2 | 0.25 | 0.25 | 2000 |
| 2004-06-21 | 0.1 | 0.25 | 0.2 | 2000 |
| 2004-06-22 | 0.1 | 0.25 | | |
| 2004-06-23 | 0.1 | 0.25 | | |
| 2004-06-24 | 0.1 | 0.25 | 0.2 | 500 |
| 2004-06-25 | 0.2 | 0.25 | | |
| 2004-06-28 | 0.2 | 0.25 | | |
| 2004-06-29 | 0.1 | 0.25 | | |
| 2004-06-30 | 0.1 | 0.25 | | |
| 2004-07-01 | 0.1 | 0.25 | | |
| 2004-07-02 | 0.1 | 0.25 | | |
| 2004-07-06 | 0.1 | 0.25 | | |
| 2004-07-07 | 0.1 | 0.25 | | |
| 2004-07-08 | 0.1 | 0.25 | | |
| 2004-07-09 | 0.1 | 0.25 | | |
| 2004-07-12 | 0.1 | 0.25 | | |
| 2004-07-13 | 0.1 | 0.25 | | |
| 2004-07-14 | 0.1 | 0.25 | 0.25 | 500 |
| 2004-07-15 | 0.2 | 0.25 | | |
| 2004-07-16 | 0.2 | 0.25 | 0.2 | 500 |
| 2004-07-19 | 0.2 | 0.25 | 0.25 | 4000 |
| 2004-07-20 | 0.2 | 0.25 | 0.25 | 6000 |
| 2004-07-21 | 0.2 | 0.25 | | |
| 2004-07-22 | 0.2 | 0.25 | 0.2 | 2000 |
| 2004-07-23 | 0.2 | 0.25 | | |
| 2004-07-26 | 0.18 | 0.25 | | |
| 2004-07-27 | 0.18 | 0.25 | | |
| 2004-07-28 | 0.18 | 0.25 | | |
| 2004-07-29 | 0.18 | 0.25 | | |
| 2004-07-30 | 0.18 | 0.25 | | |
| 2004-08-02 | 0.18 | 0.25 | | |
| 2004-08-03 | 0.18 | 0.25 | | |
| 2004-08-04 | 0.18 | 0.25 | | |
| 2004-08-05 | 0.18 | 0.25 | 0.24 | 10000 |
| 2004-08-06 | 0.18 | 0.25 | | |
| 2004-08-09 | 0.18 | 0.25 | | |
| 2004-08-10 | 0.18 | 0.25 | | |
| 2004-08-11 | 0.18 | 0.25 | | |
| 2004-08-12 | 0.18 | 0.25 | 0.18 | 7000 |
| 2004-08-13 | 0.18 | 0.25 | | |
| 2004-08-16 | 0.18 | 0.25 | | |
| 2004-08-17 | 0.18 | 0.25 | | |
| 2004-08-18 | | 0.25 | 0.18 | 18000 |
| 2004-08-19 | 0.18 | 0.25 | | |
| 2004-08-20 | 0.18 | 0.25 | 0.18 | 5000 |
| 2004-08-23 | 0.1 | 0.25 | 0.15 | 11000 |
| 2004-08-24 | 0.1 | 0.2 | 0.18 | 4000 |
| 2004-08-25 | 0.1 | 0.2 | | |
| 2004-08-26 | 0.1 | 0.2 | | |
| 2004-08-27 | 0.1 | 0.2 | | |
| 2004-08-30 | 0.1 | 0.2 | | |
| 2004-08-31 | 0.1 | 0.25 | 0.2 | 9500 |
| 2004-09-01 | 0.15 | 0.25 | 0.25 | 4500 |
| 2004-09-02 | 0.15 | 0.25 | | |
| 2004-09-03 | 0.15 | 0.25 | | |
| 2004-09-07 | 0.15 | 0.2 | 0.15 | 6000 |
| 2004-09-08 | 0.15 | 0.25 | | |
| 2004-09-09 | 0.15 | | 0.25 | 33500 |
| 2004-09-10 | 0.22 | 0.3 | 0.25 | 6000 |
| 2004-09-13 | 0.22 | 0.28 | 0.25 | 1000 |
| 2004-09-14 | 0.22 | 0.3 | | |
| 2004-09-15 | 0.27 | 0.31 | 0.295 | 310500 |
| 2004-09-16 | 0.3 | 0.36 | 0.35 | 89730 |
| 2004-09-17 | 0.3 | 0.35 | 0.35 | 38770 |
| 2004-09-20 | 0.3 | 0.34 | 0.34 | 109900 |
| 2004-09-21 | 0.25 | 0.28 | 0.33 | 161100 |
| 2004-09-22 | 0.25 | 0.28 | 0.28 | 1000 |
| 2004-09-23 | 0.25 | 0.35 | 0.35 | 10700 |
| 2004-09-24 | 0.25 | 0.35 | 0.3 | 12250 |
| 2004-09-27 | 0.25 | 0.35 | 0.26 | 49000 |
| 2004-09-28 | 0.24 | 0.27 | 0.25 | 4100 |
| 2004-09-29 | 0.24 | 0.37 | 0.3 | 6100 |
| 2004-09-30 | 0.24 | 0.31 | 0.31 | 13700 |
| 2004-10-01 | | 0.31 | 0.31 | 25150 |
| 2004-10-04 | 0.25 | 0.32 | | |
| 2004-10-05 | | 0.28 | 0.26 | 62000 |
| 2004-10-06 | 0.26 | 0.33 | 0.29 | 68300 |
| 2004-10-07 | 0.24 | 0.29 | 0.25 | 69030 |
| 2004-10-08 | 0.24 | 0.29 | 0.24 | 38260 |
| 2004-10-11 | 0.24 | 0.29 | 0.25 | 20800 |
| 2004-10-12 | 0.24 | 0.29 | 0.26 | 5000 |
| 2004-10-13 | 0.24 | 0.29 | 0.26 | 2500 |
| 2004-10-14 | 0.24 | 0.29 | 0.25 | 3300 |
| 2004-10-15 | 0.24 | 0.29 | 0.289 | 1400 |
| 2004-10-18 | 0.31 | 0.38 | 0.34 | 261612 |
| 2004-10-19 | 0.28 | 0.38 | 0.36 | 23045 |
| 2004-10-20 | 0.33 | 0.38 | 0.34 | 60800 |
| 2004-10-21 | 0.33 | 0.4 | 0.38 | 24800 |
| 2004-10-22 | 0.3 | 0.42 | 0.34 | 7225 |
| 2004-10-25 | 0.3 | 0.42 | 0.36 | 10150 |
| 2004-10-26 | 0.3 | 0.42 | 0.34 | 1800 |
| 2004-10-27 | 0.3 | 0.36 | 0.35 | 44950 |
| 2004-10-28 | 0.3 | 0.34 | 0.33 | 117080 |
| 2004-10-29 | 0.31 | 0.36 | 0.36 | 54268 |
| 2004-11-01 | 0.3 | 0.355 | 0.33 | 131777 |
| 2004-11-02 | 0.3 | 0.35 | 0.31 | 71143 |
| 2004-11-03 | 0.3 | 0.33 | 0.31 | 37900 |
| 2004-11-04 | 0.3 | 0.325 | 0.32 | 182998 |
| 2004-11-05 | 0.3 | 0.34 | 0.33 | 24110 |
| 2004-11-08 | 0.32 | 0.37 | 0.36 | 73710 |
| 2004-11-09 | 0.32 | 0.36 | 0.33 | 35695 |
| 2004-11-10 | 0.24 | 0.33 | 0.32 | 22000 |
| 2004-11-11 | 0.24 | 0.33 | 0.3 | 12400 |
| 2004-11-12 | 0.24 | 0.3 | 0.27 | 60095 |
| 2004-11-15 | 0.255 | 0.36 | 0.3 | 9140 |
| 2004-11-16 | 0.25 | 0.3 | 0.3 | 19000 |
| 2004-11-17 | 0.25 | 0.32 | 0.29 | 29100 |
| 2004-11-18 | 0.25 | 0.32 | 0.3 | 2500 |
| 2004-11-19 | 0.25 | 0.32 | 0.3 | 17250 |
| 2004-11-22 | 0.25 | 0.32 | 0.27 | 10000 |
| 2004-11-23 | 0.25 | 0.3 | 0.3 | 24300 |
| 2004-11-24 | 0.25 | 0.3 | 0.29 | 4000 |
| 2004-11-26 | 0.25 | 0.3 | 0.25 | 3390 |
| 2004-11-29 | 0.25 | 0.3 | 0.25 | 23300 |
| 2004-11-30 | 0.23 | 0.3 | 0.28 | 26600 |
| 2004-12-01 | 0.26 | 0.29 | 0.26 | 26750 |
| 2004-12-02 | 0.25 | 0.27 | 0.27 | 18000 |
| 2004-12-03 | 0.25 | 0.27 | 0.26 | 23000 |
| 2004-12-06 | 0.25 | 0.27 | 0.25 | 108361 |
| 2004-12-07 | 0.23 | 0.27 | 0.25 | 5000 |
| 2004-12-08 | 0.23 | 0.27 | 0.26 | 13470 |
| 2004-12-09 | 0.22 | 0.25 | 0.235 | 18000 |
| 2004-12-10 | 0.22 | 0.25 | 0.24 | 12600 |
| 2004-12-13 | 0.22 | 0.25 | 0.25 | 13600 |
| 2004-12-14 | 0.25 | 0.27 | 0.26 | 126827 |
| 2004-12-15 | 0.25 | 0.3 | 0.29 | 259000 |
| 2004-12-16 | 0.3 | 0.33 | 0.31 | 391055 |
| 2004-12-17 | 0.34 | 0.39 | 0.37 | 1446203 |
| 2004-12-20 | 0.41 | 0.45 | 0.44 | 1297004 |
| 2004-12-21 | 0.35 | 0.37 | 0.36 | 613850 |
| 2004-12-22 | 0.27 | 0.32 | 0.3 | 718952 |
| 2004-12-23 | 0.27 | 0.32 | 0.3 | 344000 |
| 2004-12-27 | 0.29 | 0.31 | 0.3 | 568800 |
| 2004-12-28 | 0.27 | 0.3 | 0.3 | 408079 |
| 2004-12-29 | 0.25 | 0.265 | 0.255 | 408900 |
| 2004-12-30 | 0.27 | 0.3 | 0.295 | 836584 |
| 2004-12-31 | 0.265 | 0.3 | 0.3 | 181308 |
| 2005-01-03 | 0.3 | 0.32 | 0.32 | 989062 |
| 2005-01-04 | 0.295 | 0.32 | 0.32 | 1055646 |
| 2005-01-05 | 0.26 | 0.285 | 0.27 | 689325 |
| 2005-01-06 | 0.2 | 0.23 | 0.23 | 443046 |
| 2005-01-07 | 0.2 | 0.25 | 0.25 | 299325 |
| 2005-01-10 | 0.185 | 0.23 | 0.185 | 680107 |
| 2005-01-11 | 0.2 | 0.25 | 0.23 | 115700 |
| 2005-01-12 | 0.22 | 0.25 | 0.22 | 313968 |
| 2005-01-13 | 0.22 | 0.23 | 0.23 | 322090 |
| 2005-01-14 | 0.2 | 0.22 | 0.22 | 741356 |
| 2005-01-18 | 0.2 | 0.24 | 0.2 | 141544 |
| 2005-01-19 | 0.2 | 0.23 | 0.23 | 181950 |
| 2005-01-20 | 0.2 | 0.23 | 0.2 | 39600 |
| 2005-01-21 | 0.21 | 0.23 | 0.21 | 29700 |
| 2005-01-24 | 0.235 | 0.25 | 0.24 | 203220 |
| 2005-01-25 | 0.23 | 0.26 | 0.24 | 237750 |
| 2005-01-26 | 0.24 | 0.265 | 0.265 | 391436 |
| 2005-01-27 | 0.24 | 0.265 | 0.248 | 47360 |
| 2005-01-28 | 0.24 | 0.265 | 0.255 | 17430 |
| 2005-01-31 | 0.21 | 0.25 | 0.245 | 173619 |
| 2005-02-01 | 0.2 | 0.23 | 0.24 | 28470 |
| 2005-02-02 | 0.2 | 0.23 | 0.22 | 27200 |
| 2005-02-03 | 0.21 | 0.24 | 0.22 | 34300 |
| 2005-02-04 | 0.21 | 0.25 | 0.21 | 74200 |
| 2005-02-07 | 0.2 | 0.24 | 0.23 | 55500 |
| 2005-02-08 | 0.21 | 0.23 | 0.23 | 48705 |
| 2005-02-09 | 0.2 | 0.23 | 0.2 | 44150 |
| 2005-02-10 | 0.2 | 0.23 | 0.22 | 16900 |
| 2005-02-11 | 0.2 | 0.22 | 0.22 | 76500 |
| 2005-02-14 | 0.2 | 0.22 | 0.2 | 39749 |
| 2005-02-15 | 0.2 | 0.23 | 0.2 | 230400 |
| 2005-02-16 | 0.2 | 0.225 | 0.22 | 117700 |
| 2005-02-17 | 0.22 | 0.25 | 0.24 | 348425 |
| 2005-02-18 | 0.2 | 0.23 | 0.22 | 105350 |
| 2005-02-22 | 0.19 | 0.23 | 0.2 | 24840 |
| 2005-02-23 | 0.19 | 0.21 | 0.205 | 39960 |
| 2005-02-24 | 0.19 | 0.21 | 0.21 | 26399 |
| 2005-02-25 | 0.2 | 0.23 | 0.205 | 53450 |
| 2005-02-28 | 0.2 | 0.25 | 0.25 | 503497 |
| 2005-03-01 | 0.17 | 0.205 | 0.18 | 346800 |
| 2005-03-02 | 0.17 | 0.2 | 0.2 | 180550 |
| 2005-03-03 | 0.17 | 0.2 | 0.19 | 74500 |
| 2005-03-04 | 0.17 | 0.205 | 0.205 | 52095 |
| 2005-03-07 | 0.155 | 0.185 | 0.18 | 566828 |
| 2005-03-08 | 0.16 | 0.19 | 0.16 | 40150 |
| 2005-03-09 | 0.15 | 0.18 | 0.15 | 130300 |
| 2005-03-10 | 0.15 | 0.18 | 0.16 | 46450 |
| 2005-03-11 | 0.14 | 0.195 | 0.16 | 101155 |
| 2005-03-14 | 0.15 | 0.17 | 0.17 | 68100 |
| 2005-03-15 | 0.11 | 0.14 | 0.11 | 306734 |
| 2005-03-16 | 0.125 | 0.155 | 0.155 | 80000 |
| 2005-03-17 | 0.12 | 0.16 | 0.15 | 34442 |
| 2005-03-18 | 0.12 | 0.15 | 0.145 | 52600 |
| 2005-03-21 | 0.12 | 0.15 | 0.145 | 12000 |
| 2005-03-22 | 0.11 | 0.15 | 0.11 | 48132 |
| 2005-03-23 | 0.105 | 0.125 | 0.125 | 77000 |
| 2005-03-24 | 0.105 | 0.125 | 0.125 | 6500 |
| 2005-03-28 | 0.105 | 0.15 | 0.125 | 47850 |
| 2005-03-29 | 0.09 | 0.1 | 0.1 | 159225 |
| 2005-03-30 | 0.05 | 0.12 | 0.11 | 60650 |
| 2005-03-31 | 0.12 | 0.155 | 0.145 | 79750 |
| 2005-04-01 | 0.1 | 0.135 | 0.1 | 241429 |
| 2005-04-04 | 0.12 | 0.16 | 0.14 | 25445 |
| 2005-04-05 | 0.12 | 0.15 | 0.13 | 43800 |
| 2005-04-06 | 0.125 | 0.149 | 0.149 | 70450 |
| 2005-04-07 | 0.115 | 0.125 | 0.12 | 89100 |
| 2005-04-08 | 0.11 | 0.13 | 0.11 | 379366 |
| 2005-04-11 | 0.1 | 0.11 | 0.1 | 399618 |
| 2005-04-12 | 0.07 | | 0.08 | 724200 |
| 2005-04-13 | 0.06 | 0.075 | 0.07 | 508600 |
| 2005-04-14 | 0.11 | | 0.12 | 937516 |
| 2005-04-15 | 0.075 | 0.12 | 0.115 | 290820 |
| 2005-04-18 | 0.075 | 0.095 | 0.075 | 309556 |
| 2005-04-19 | 0.075 | 0.082 | 0.075 | 100134 |
| 2005-04-20 | 0.075 | 0.085 | 0.079 | 315000 |
| 2005-04-21 | 0.08 | 0.125 | 0.125 | 265691 |
| 2005-04-22 | 0.08 | 0.125 | 0.125 | 95500 |
| 2005-04-25 | 0.08 | 0.095 | 0.09 | 377060 |
| 2005-04-26 | 0.08 | 0.09 | 0.08 | 612660 |
| 2005-04-27 | 0.075 | 0.085 | 0.08 | 353075 |
| 2005-04-28 | 0.063 | 0.09 | 0.08 | 1361075 |
| 2005-04-29 | 0.06 | 0.071 | 0.071 | 524950 |
| 2005-05-02 | 0.05 | 0.06 | 0.05 | 3449921 |
| 2005-05-03 | 0.06 | 0.067 | 0.061 | 534461 |
| 2005-05-04 | 0.06 | 0.067 | 0.063 | 430628 |
| 2005-05-05 | 0.05 | 0.067 | 0.067 | 213381 |
| 2005-05-06 | 0.05 | 0.067 | 0.06 | 186000 |
| 2005-05-09 | 0.04 | 0.065 | 0.045 | 2262613 |
| 2005-05-10 | 0.04 | 0.053 | 0.05 | 551757 |
| 2005-05-11 | 0.03 | 0.053 | 0.04 | 1064125 |
| 2005-05-12 | 0.032 | 0.04 | 0.04 | 215068 |
| 2005-05-13 | 0.037 | | 0.041 | 872968 |
| 2005-05-16 | 0.04 | 0.05 | 0.05 | 2461112 |
| 2005-05-17 | 0.039 | | 0.039 | 1556743 |
| 2005-05-18 | 0.06 | 0.075 | 0.07 | 6144110 |
| 2005-05-19 | 0.08 | 0.1 | 0.095 | 3834939 |
| 2005-05-20 | 0.08 | 0.09 | 0.085 | 878540 |
| 2005-05-23 | 0.06 | 0.075 | 0.07 | 1259599 |
| 2005-05-24 | 0.07 | 0.08 | 0.08 | 1018780 |
| 2005-05-25 | 0.07 | 0.08 | 0.07 | 437574 |
| 2005-05-26 | 0.07 | 0.08 | 0.075 | 200440 |
| 2005-05-27 | 0.065 | 0.08 | 0.075 | 141800 |
| 2005-05-31 | 0.065 | 0.089 | 0.07 | 478120 |
| 2005-06-01 | 0.06 | 0.065 | 0.06 | 356342 |
| 2005-06-02 | 0.05 | 0.065 | 0.065 | 531300 |
| 2005-06-03 | 0.05 | 0.06 | 0.06 | 140283 |
| 2005-06-06 | 0.043 | 0.065 | 0.051 | 628633 |
| 2005-06-07 | 0.043 | 0.055 | 0.046 | 216134 |
| 2005-06-08 | 0.043 | 0.06 | 0.043 | 202200 |
| 2005-06-09 | 0.05 | 0.06 | 0.055 | 166210 |
| 2005-06-10 | 0.056 | 0.065 | 0.058 | 112093 |
| 2005-06-13 | 0.055 | 0.07 | 0.055 | 97550 |
| 2005-06-14 | 0.05 | 0.056 | 0.05 | 91000 |
| 2005-06-15 | 0.045 | 0.056 | 0.053 | 131650 |
| 2005-06-16 | 0.045 | 0.055 | 0.05 | 91000 |
| 2005-06-17 | 0.045 | 0.055 | 0.05 | 59239 |
| 2005-06-20 | 0.045 | 0.055 | 0.045 | 1400 |
| 2005-06-21 | 0.045 | 0.055 | 0.0525 | 55889 |
| 2005-06-22 | 0.038 | 0.055 | 0.04 | 430747 |
| 2005-06-23 | 0.038 | 0.05 | 0.05 | 57966 |
| 2005-06-24 | 0.038 | 0.05 | 0.05 | 38900 |
| 2005-06-27 | 0.038 | 0.05 | 0.04 | 8000 |
| 2005-06-28 | 0.038 | 0.05 | 0.04 | 54500 |
| 2005-06-29 | 0.038 | 0.05 | 0.05 | 13700 |
| 2005-06-30 | 0.044 | 0.05 | 0.045 | 109600 |
| 2005-07-01 | 0.035 | 0.04 | 0.039 | 1022241 |
| 2005-07-05 | 0.035 | 0.04 | 0.04 | 103950 |
| 2005-07-06 | 0.035 | 0.04 | 0.04 | 79000 |
| 2005-07-07 | 0.035 | 0.042 | 0.035 | 144870 |
| 2005-07-08 | 0.032 | 0.042 | 0.035 | 330347 |
| 2005-07-11 | 0.032 | 0.04 | 0.035 | 3900 |
| 2005-07-12 | 0.02 | 0.034 | 0.028 | 463200 |
| 2005-07-13 | 0.02 | 0.035 | 0.035 | 102412 |
| 2005-07-14 | 0.02 | 0.035 | 0.035 | 157700 |
| 2005-07-15 | 0.02 | 0.045 | 0.035 | 90000 |
| 2005-07-18 | 0.03 | 0.04 | 0.035 | 5000 |
| 2005-07-19 | 0.03 | 0.04 | 0.028 | 1000 |
| 2005-07-20 | 0.03 | 0.04 | 0.035 | 123150 |
| 2005-07-21 | 0.03 | 0.036 | 0.035 | 102650 |
| 2005-07-22 | 0.025 | 0.04 | 0.04 | 412825 |
| 2005-07-25 | 0.025 | 0.04 | 0.031 | 60500 |
| 2005-07-26 | 0.029 | 0.04 | 0.039 | 18000 |
| 2005-07-27 | 0.025 | 0.04 | 0.031 | 6000 |
| 2005-07-28 | 0.03 | 0.041 | 0.03 | 48300 |
| 2005-07-29 | 0.03 | 0.041 | 0.03 | 224445 |