Price and Volume Information:
(AKLM)
> > >
spam works: evidence from stock touts and corresponding market activity
| Date | Bid | Ask | Sale | Volume |
| 2004-01-02 | | 0 | 0.63 | 4125800 |
| 2004-01-05 | | 0 | 0.63 | 1871000 |
| 2004-01-06 | | 0 | 0.69 | 5651800 |
| 2004-01-07 | | 0 | 0.69 | 3350900 |
| 2004-01-08 | | 0 | 0.7 | 2510900 |
| 2004-01-09 | | 0 | 0.67 | 1970800 |
| 2004-01-12 | | 0 | 0.69 | 1524200 |
| 2004-01-13 | | 0 | 0.8 | 10377400 |
| 2004-01-14 | | 0 | 0.76 | 5337200 |
| 2004-01-15 | | 0 | 0.84 | 20799500 |
| 2004-01-16 | | 0 | 0.8 | 9351700 |
| 2004-01-20 | | 0 | 0.76 | 6091400 |
| 2004-01-21 | | 0 | 0.719 | 5661500 |
| 2004-01-22 | | 0 | 0.749 | 3937100 |
| 2004-01-23 | | 0 | 0.73 | 8467800 |
| 2004-01-26 | | 0 | 0.75 | 3697300 |
| 2004-01-27 | | 0 | 0.748 | 2311600 |
| 2004-01-28 | | 0 | 0.73 | 6109900 |
| 2004-01-29 | | 0 | 0.71 | 2961100 |
| 2004-01-30 | | 0 | 0.7 | 2397200 |
| 2004-02-02 | | 0 | 0.72 | 1898000 |
| 2004-02-03 | | 0 | 0.73 | 2357400 |
| 2004-02-04 | | 0 | 0.7 | 1996800 |
| 2004-02-05 | | 0 | 0.7 | 1220000 |
| 2004-02-06 | | 0 | 0.7 | 951400 |
| 2004-02-09 | | 0 | 0.68 | 1121600 |
| 2004-02-10 | | 0 | 0.692 | 840700 |
| 2004-02-11 | | 0 | 0.69 | 4099300 |
| 2004-02-12 | | 0 | 0.69 | 1278000 |
| 2004-02-13 | | 0 | 0.66 | 2940100 |
| 2004-02-17 | | 0 | 0.65 | 1401600 |
| 2004-02-18 | | 0 | 0.628 | 1650600 |
| 2004-02-19 | | 0 | 0.624 | 1831200 |
| 2004-02-20 | | 0 | 0.62 | 1109400 |
| 2004-02-23 | | 0 | 0.59 | 3910600 |
| 2004-02-24 | | 0 | 0.57 | 3820700 |
| 2004-02-25 | | 0 | 0.57 | 2291700 |
| 2004-02-26 | | 0 | 0.65 | 2453400 |
| 2004-02-27 | | 0 | 0.61 | 1386600 |
| 2004-03-01 | | 0 | 0.6 | 916300 |
| 2004-03-02 | | 0 | 0.59 | 746200 |
| 2004-03-03 | | 0 | 0.59 | 655800 |
| 2004-03-04 | | 0 | 0.6 | 1506200 |
| 2004-03-05 | | 0 | 0.63 | 1167500 |
| 2004-03-08 | | 0 | 0.62 | 6216900 |
| 2004-03-09 | | 0 | 0.65 | 8045200 |
| 2004-03-10 | | 0 | 0.62 | 3211000 |
| 2004-03-11 | | 0 | 0.6 | 1277200 |
| 2004-03-12 | | 0 | 0.61 | 1032200 |
| 2004-03-15 | | 0 | 0.578 | 1258700 |
| 2004-03-16 | | 0 | 0.57 | 1042400 |
| 2004-03-17 | | 0 | 0.58 | 856000 |
| 2004-03-18 | | 0 | 0.58 | 407400 |
| 2004-03-19 | | 0 | 0.58 | 490800 |
| 2004-03-22 | | 0 | 0.58 | 987800 |
| 2004-03-23 | | 0 | 0.57 | 807100 |
| 2004-03-24 | | 0 | 0.56 | 605000 |
| 2004-03-25 | | 0 | 0.57 | 529800 |
| 2004-03-26 | | 0 | 0.59 | 2109300 |
| 2004-03-29 | | 0 | 0.59 | 585800 |
| 2004-03-30 | | 0 | 0.61 | 1015200 |
| 2004-03-31 | | 0 | 0.62 | 1225100 |
| 2004-04-01 | | 0 | 0.61 | 419300 |
| 2004-04-02 | | 0 | 0.6 | 740400 |
| 2004-04-05 | | 0 | 0.599 | 1372000 |
| 2004-04-06 | | 0 | 0.59 | 1338400 |
| 2004-04-07 | | 0 | 0.58 | 655600 |
| 2004-04-08 | | 0 | 0.56 | 2834900 |
| 2004-04-12 | | 0 | 0.57 | 765400 |
| 2004-04-13 | | 0 | 0.58 | 3247300 |
| 2004-04-14 | | 0 | 0.56 | 1587600 |
| 2004-04-15 | | 0 | 0.58 | 747500 |
| 2004-04-16 | | 0 | 0.58 | 3005300 |
| 2004-04-19 | | 0 | 0.58 | 783600 |
| 2004-04-20 | | 0 | 0.579 | 659700 |
| 2004-04-21 | | 0 | 0.567 | 1016100 |
| 2004-04-22 | | 0 | 0.567 | 399300 |
| 2004-04-23 | | 0 | 0.555 | 669100 |
| 2004-04-26 | | 0 | 0.51 | 2054800 |
| 2004-04-27 | | 0 | 0.46 | 6483100 |
| 2004-04-28 | | 0 | 0.45 | 2970400 |
| 2004-04-29 | | 0 | 0.44 | 1745600 |
| 2004-04-30 | | 0 | 0.45 | 1358500 |
| 2004-05-03 | | 0 | 0.46 | 854400 |
| 2004-05-04 | | 0 | 0.45 | 1045500 |
| 2004-05-05 | | 0 | 0.44 | 1659100 |
| 2004-05-06 | | 0 | 0.41 | 1683100 |
| 2004-05-07 | | 0 | 0.47 | 5841500 |
| 2004-05-10 | | 0 | 0.46 | 1104400 |
| 2004-05-11 | | 0 | 0.42 | 1963600 |
| 2004-05-12 | | 0 | 0.4114 | 1732700 |
| 2004-05-13 | | 0 | 0.43 | 510300 |
| 2004-05-14 | | 0 | 0.46 | 2717700 |
| 2004-05-17 | | 0 | 0.447 | 713500 |
| 2004-05-18 | | 0 | 0.522 | 4999800 |
| 2004-05-19 | | 0 | 0.49 | 1404800 |
| 2004-05-20 | | 0 | 0.47 | 488100 |
| 2004-05-21 | | 0 | 0.459 | 479600 |
| 2004-05-24 | | 0 | 0.47 | 352600 |
| 2004-05-25 | | 0 | 0.44 | 939400 |
| 2004-05-26 | | 0 | 0.46 | 827000 |
| 2004-05-27 | | 0 | 0.441 | 1550600 |
| 2004-05-28 | | 0 | 0.421 | 640900 |
| 2004-06-01 | | 0 | 0.419 | 2404300 |
| 2004-06-02 | | 0 | 0.4 | 8979500 |
| 2004-06-03 | | 0 | 0.38 | 5949600 |
| 2004-06-04 | | 0 | 0.38 | 2532100 |
| 2004-06-07 | | 0 | 0.38 | 1862200 |
| 2004-06-08 | | 0 | 0.4 | 2001300 |
| 2004-06-09 | | 0 | 0.379 | 2146800 |
| 2004-06-10 | | 0 | 0.37 | 716800 |
| 2004-06-14 | | 0 | 0.35 | 2241100 |
| 2004-06-15 | | 0 | 0.34 | 2567100 |
| 2004-06-16 | | 0 | 0.32 | 5326800 |
| 2004-06-17 | | 0 | 0.32 | 1430700 |
| 2004-06-18 | | 0 | 0.32 | 654000 |
| 2004-06-21 | | 0 | 0.32 | 1400400 |
| 2004-06-22 | | 0 | 0.321 | 2953200 |
| 2004-06-23 | | 0 | 0.37 | 5515500 |
| 2004-06-24 | | 0 | 0.37 | 2979200 |
| 2004-06-25 | | 0 | 0.35 | 1028900 |
| 2004-06-28 | | 0 | 0.36 | 1637800 |
| 2004-06-29 | | 0 | 0.35 | 806100 |
| 2004-06-30 | | 0 | 0.34 | 489000 |
| 2004-07-01 | | 0 | 0.333 | 1253300 |
| 2004-07-02 | | 0 | 0.26 | 16345400 |
| 2004-07-08 | | 0 | 0.202 | 24297700 |
| 2004-07-09 | | 0 | 0.231 | 20718300 |
| 2004-07-12 | | 0 | 0.2 | 24184900 |
| 2004-07-13 | | 0 | 0.216 | 17253500 |
| 2004-07-14 | | 0 | 0.22 | 10210500 |
| 2004-07-15 | | 0 | 0.22 | 27588600 |
| 2004-07-16 | | 0 | 0.2 | 29834600 |
| 2004-07-19 | | 0 | 0.2 | 7827900 |
| 2004-07-20 | | 0 | 0.22 | 8749400 |
| 2004-07-21 | | 0 | 0.21 | 47777700 |
| 2004-07-22 | | 0 | 0.2 | 21731900 |
| 2004-07-23 | | 0 | 0.202 | 37788100 |
| 2004-07-26 | | 0 | 0.2 | 6296400 |
| 2004-07-27 | | 0 | 0.2 | 9103600 |
| 2004-07-28 | | 0 | 0.19 | 2348400 |
| 2004-07-29 | | 0 | 0.189 | 1424100 |
| 2004-07-30 | | 0 | 0.16 | 4120300 |
| 2004-08-03 | | 0 | 0.17 | 2566000 |
| 2004-08-04 | | 0 | 0.153 | 2478100 |
| 2004-08-05 | | 0 | 0.19 | 6982200 |
| 2004-08-06 | | 0 | 0.18 | 2099400 |
| 2004-08-09 | | 0 | 0.18 | 1862600 |
| 2004-08-10 | | 0 | 0.19 | 916600 |
| 2004-08-11 | | 0 | 0.16 | 3137400 |
| 2004-08-12 | | 0 | 0.17 | 846300 |
| 2004-08-13 | | 0 | 0.15 | 2173200 |
| 2004-08-16 | | 0 | 0.16 | 839000 |
| 2004-08-17 | | 0 | 0.18 | 2175300 |
| 2004-08-18 | | 0 | 0.16 | 1725100 |
| 2004-08-19 | | 0 | 0.166 | 1759900 |
| 2004-08-20 | | 0 | 0.171 | 4330100 |
| 2004-08-23 | | 0 | 0.172 | 917800 |
| 2004-08-30 | 0.067 | 0.068 | | 0 |
| 2004-08-31 | 0.045 | 0.046 | 0.045 | 12365856 |
| 2004-09-01 | 0.044 | 0.045 | 0.044 | 8128349 |
| 2004-09-02 | 0.0235 | 0.024 | 0.024 | 27036361 |