Price and Volume Information:
(NDIN)
> > >
spam works: evidence from stock touts and corresponding market activity
Date | Bid | Ask | Sale | Volume |
2005-05-16 | | 0 | 0.06 | 148453 |
2005-05-17 | | 0 | 0.062 | 190170 |
2005-05-18 | 0.06 | | 0.08 | 2240 |
2005-05-19 | 0.08 | | 0.1 | 52700 |
2005-05-20 | 0.09 | 0.103 | 0.095 | 307975 |
2005-05-23 | 0.08 | | 0.08 | 47166 |
2005-05-24 | 0.08 | | 0.09 | 119935 |
2005-05-25 | 0.08 | | 0.08 | 19340 |
2005-05-26 | 0.08 | | 0.085 | 120735 |
2005-05-27 | 0.06 | 0.1 | 0.08 | 280263 |
2005-05-31 | 0.08 | 0.1 | 0.09 | 1734711 |
2005-06-01 | 0.09 | 0.095 | 0.09 | 699642 |
2005-06-02 | 0.082 | | 0.09 | 614451 |
2005-06-03 | 0.079 | | 0.082 | 356331 |
2005-06-06 | 0.079 | | 0.09 | 714673 |
2005-06-07 | 0.065 | | 0.065 | 930119 |
2005-06-08 | 0.065 | 0.075 | 0.075 | 79940 |
2005-06-09 | 0.055 | 0.07 | 0.065 | 447658 |
2005-06-10 | 0.055 | 0.065 | 0.06 | 1034628 |
2005-06-13 | | 0.051 | 0.046 | 2929190 |
2005-06-14 | 0.039 | 0.043 | 0.04 | 3347467 |
2005-06-15 | 0.033 | 0.042 | 0.04 | 1636676 |
2005-06-16 | 0.039 | 0.05 | 0.043 | 3150603 |
2005-06-17 | 0.035 | 0.041 | 0.036 | 2734787 |
2005-06-20 | 0.03 | 0.04 | 0.036 | 2461373 |
2005-06-21 | | 0.048 | 0.035 | 2001300 |
2005-06-22 | | 0.032 | 0.03 | 2549633 |
2005-06-23 | 0.029 | 0.033 | 0.031 | 1254517 |
2005-06-24 | | 0.036 | 0.03 | 2200600 |
2005-06-27 | 0.029 | 0.031 | 0.03 | 1220005 |
2005-06-28 | 0.029 | 0.032 | 0.029 | 669360 |
2005-06-29 | 0.029 | 0.034 | 0.034 | 2133867 |
2005-06-30 | 0.029 | 0.031 | 0.03 | 2080336 |
2005-07-01 | 0.034 | 0.04 | 0.04 | 5109089 |
2005-07-05 | 0.029 | | 0.029 | 3822947 |
2005-07-06 | | 0 | 0.029 | 2411337 |
2005-07-07 | 0.03 | 0.031 | 0.031 | 1875595 |
2005-07-08 | 0.027 | 0.033 | 0.028 | 2377043 |
2005-07-11 | 0.025 | 0.028 | 0.029 | 2338943 |
2005-07-12 | 0.019 | 0.029 | 0.023 | 5341186 |
2005-07-13 | 0.014 | 0.021 | 0.02 | 2105054 |
2005-07-14 | 0.016 | 0.018 | 0.017 | 594138 |
2005-07-15 | 0.017 | 0.025 | 0.02 | 2883979 |
2005-07-18 | 0.019 | 0.025 | 0.02 | 1728902 |
2005-07-19 | | 0.02 | 0.018 | 880244 |
2005-07-20 | | 0.023 | 0.018 | 566768 |
2005-07-21 | | 0.019 | 0.018 | 1029581 |
2005-07-22 | | 0.018 | 0.017 | 764587 |
2005-07-25 | | 0.021 | 0.02 | 559096 |
2005-07-26 | | 0.021 | 0.019 | 228600 |
2005-07-27 | | 0.021 | 0.018 | 170900 |
2005-07-28 | | 0.02 | 0.019 | 2604100 |
2005-07-29 | | 0.02 | 0.017 | 1767299 |
2005-08-01 | | 0.017 | 0.016 | 810739 |
2005-08-02 | | 0.016 | 0.015 | 1671100 |
2005-08-03 | | 0.017 | 0.017 | 844000 |
2005-08-04 | | 0.016 | 0.016 | 808644 |
2005-08-05 | | 0.016 | 0.015 | 369999 |
2005-08-08 | | 0.018 | 0.017 | 441200 |
2005-08-09 | | 0.018 | 0.0131 | 2454789 |
2005-08-10 | | 0.0135 | 0.0135 | 888100 |
2005-08-11 | | 0.014 | 0.0125 | 2345475 |
2005-08-12 | | 0.0125 | 0.012 | 760420 |
2005-08-15 | 0.009 | 0.0145 | 0.01 | 579400 |
2005-08-16 | | 0.012 | 0.01 | 700800 |
2005-08-17 | | 0.011 | 0.011 | 1545600 |
2005-08-18 | | 0.0105 | 0.01 | 739506 |
2005-08-19 | | 0.014 | 0.01 | 2294200 |
2005-08-22 | | 0.015 | 0.009 | 3102900 |
2005-08-23 | | 0.015 | 0.01 | 1213937 |
2005-08-24 | | 0.015 | 0.012 | 354391 |
2005-08-25 | | 0.015 | 0.009 | 1912696 |
2005-08-26 | | 0 | 0.01 | 98469 |
2005-08-29 | | 0 | 0.014 | 362640 |
2005-08-30 | | 0 | 0.0125 | 172748 |
2005-08-31 | | 0 | 0.01 | 536750 |
2005-09-01 | | 0 | 0.01 | 46000 |
2005-09-02 | | 0 | 0.01 | 154270 |
2005-09-06 | 0.01 | | 0.01 | 1546664 |
2005-09-07 | 0.01 | 0.013 | 0.01 | 576917 |
2005-09-08 | 0.01 | 0.013 | 0.01 | 378895 |
2005-09-09 | | 0.013 | 0.012 | 875700 |
2005-09-12 | | 0.014 | 0.014 | 1771758 |
2005-09-13 | | 0.012 | 0.011 | 1320629 |
2005-09-14 | | 0.012 | 0.01 | 1321259 |
2005-09-15 | | 0.012 | 0.01 | 34540 |
2005-09-16 | | 0.012 | 0.01 | 297119 |
2005-09-19 | | 0.014 | 0.01 | 422047 |
2005-09-20 | 0.009 | 0.011 | 0.01 | 959500 |
2005-09-21 | | 0.012 | 0.01 | 304000 |
2005-09-22 | | 0 | 0.011 | 417899 |
2005-09-23 | | 0 | 0.008 | 33000 |
2005-09-26 | | 0 | 0.01 | 71400 |
2005-09-27 | | 0 | 0.0085 | 616916 |
2005-09-28 | | 0 | 0.0115 | 165300 |
2005-09-29 | | 0 | 0.008 | 65000 |
2005-09-30 | | 0 | 0.008 | 141708 |
2005-10-03 | | 0 | 0.0082 | 55000 |
2005-10-04 | | 0 | 0.008 | 68195 |
2005-10-05 | | 0 | 0.008 | 157840 |
2005-10-06 | | 0 | 0.008 | 27000 |
2005-10-07 | | 0 | 0.008 | 58407 |
2005-10-10 | | 0 | 0.01 | 229800 |
2005-10-11 | | 0 | 0.008 | 219571 |
2005-10-12 | | 0.009 | 0.008 | 288815 |
2005-10-13 | | 0 | 0.008 | 407122 |
2005-10-14 | | 0 | 0.008 | 632000 |
2005-10-17 | | 0 | 0.009 | 463040 |
2005-10-19 | | 0 | 0.008 | 196147 |
2005-10-20 | | 0 | 0.007 | 300 |
2005-10-21 | | 0 | 0.007 | 3000 |
2005-10-24 | | 0 | 0.007 | 115000 |
2005-10-25 | | 0 | 0.0075 | 246750 |
2005-10-26 | | 0 | 0.007 | 20000 |
2005-10-28 | | 0 | 0.0071 | 56800 |
2005-10-31 | | 0 | 0.007 | 59000 |
2005-11-01 | | 0.009 | 0.0061 | 283100 |
2005-11-02 | | 0 | 0.009 | 823918 |
2005-11-03 | | 0 | 0.008 | 217110 |
2005-11-04 | 0.006 | 0.009 | 0.009 | 66000 |