This blog presenting several tables of supernovae type Ia modulus, distance & redshift previously collected and analyzed by astronomers. Here for convenience to use by all interested in really understanding the problems associated with analysis of SNe Ia data. We also present graphical representations of some of these data to help the reader understand the proper use of SNe Ia data.
Note that the magnitude values, m_B, were used by the Riess and Perlmutter groups to claim an accelerated expansion of the Universe. The magnitude, m_B, does not have a metric and MAGNITUDE IS NOT THE DISTANCE but the relative measure star/galaxy/SN brightness. The tabulated D_L (luminosity distance) is the SN Ia distance calculated from m_B.
from Riess, A., et al., 1998, Astronomical Journal, 166, 1009, below. If you correctly analyze these data your graph should look something like that presented just after this table.
SN no. | Z | m_B | Err. m_B | log(cz) | Exp.fact. | D_L (Mpc) | Err.D_L (Mpc) |
Earth | 0 | 1.0000 | 0 | 0 | |||
1995D | 0.0083 | 33.01 | 0.13 | 3.398 | 0.9917 | 40.0 | 2.4 |
1995E | 0.0118 | 33.6 | 0.17 | 3.547 | 0.9884 | 52.5 | 4.1 |
1992al | 0.0141 | 33.92 | 0.11 | 3.625 | 0.9861 | 60.8 | 3.1 |
1995bd | 0.0159 | 34.15 | 0.19 | 3.679 | 0.9843 | 67.6 | 5.9 |
1994S | 0.0162 | 34.27 | 0.12 | 3.685 | 0.9841 | 71.4 | 4.0 |
1992bo | 0.0181 | 34.72 | 0.16 | 3.734 | 0.9822 | 87.9 | 6.5 |
1992bc | 0.0201 | 34.87 | 0.11 | 3.779 | 0.9803 | 94.2 | 4.8 |
1995ak | 0.0220 | 35.15 | 0.16 | 3.82 | 0.9784 | 107.2 | 7.9 |
1994M | 0.0241 | 35.39 | 0.18 | 3.859 | 0.9765 | 119.7 | 9.9 |
1993H | 0.0248 | 35.2 | 0.26 | 3.871 | 0.9758 | 109.6 | 13.2 |
1992ag | 0.0260 | 35.37 | 0.23 | 3.891 | 0.9747 | 118.6 | 12.6 |
1992P | 0.0263 | 35.76 | 0.13 | 3.896 | 0.9744 | 141.9 | 8.5 |
1996C | 0.0280 | 35.98 | 0.2 | 3.924 | 0.9728 | 157.0 | 14.5 |
1992bg | 0.0353 | 36.26 | 0.21 | 4.024 | 0.9659 | 178.6 | 17.3 |
1994T | 0.0357 | 36.19 | 0.21 | 4.03 | 0.9655 | 173.0 | 16.8 |
1992bl | 0.0431 | 36.26 | 0.15 | 4.111 | 0.9587 | 178.6 | 12.4 |
1992bh | 0.0450 | 36.91 | 0.17 | 4.13 | 0.9569 | 241.0 | 18.9 |
1995ac | 0.0489 | 36.85 | 0.13 | 4.166 | 0.9534 | 234.4 | 14.0 |
1993ag | 0.0501 | 36.8 | 0.17 | 4.177 | 0.9523 | 229.1 | 18.0 |
1990af | 0.0503 | 36.53 | 0.15 | 4.178 | 0.9521 | 202.3 | 14.0 |
1993O | 0.0515 | 37.03 | 0.12 | 4.189 | 0.9510 | 254.7 | 14.1 |
1992bs | 0.0640 | 37.61 | 0.14 | 4.283 | 0.9398 | 332.7 | 21.5 |
1992ae | 0.0747 | 37.8 | 0.17 | 4.35 | 0.9305 | 363.1 | 28.5 |
1992bp | 0.0798 | 37.65 | 0.13 | 4.379 | 0.9261 | 338.8 | 20.3 |
1992br | 0.0873 | 38.21 | 0.19 | 4.418 | 0.9197 | 438.5 | 38.4 |
1992aq | 0.1010 | 38.41 | 0.15 | 4.481 | 0.9083 | 480.8 | 33.2 |
1996ab | 0.1245 | 39.01 | 0.13 | 4.572 | 0.8893 | 633.9 | 38.0 |
1996J | 0.3 | 41.38 | 0.24 | 4.95 | 0.7692 | 1888.0 | 209.1 |
1996K | 0.38 | 41.63 | 0.2 | 5.06 | 0.7246 | 2118.4 | 195.4 |
1996E | 0.43 | 41.74 | 0.28 | 5.11 | 0.6993 | 2228.4 | 288.1 |
1996U | 0.43 | 42.55 | 0.25 | 5.11 | 0.6993 | 3235.9 | 373.4 |
1997ce | 0.44 | 41.95 | 0.17 | 5.12 | 0.6944 | 2454.7 | 192.4 |
1995K | 0.48 | 42.45 | 0.17 | 5.16 | 0.6757 | 3090.3 | 242.2 |
1997cj | 0.5 | 42.4 | 0.17 | 5.18 | 0.6667 | 3020.0 | 236.7 |
1996I | 0.57 | 42.76 | 0.19 | 5.23 | 0.6369 | 3564.5 | 312.3 |
1996H | 0.62 | 42.98 | 0.17 | 5.27 | 0.6173 | 3944.6 | 309.1 |
1997ck | 0.97 | 44.39 | 0.3 | 5.46 | 0.5076 | 7550.9 | 1046.5 |

From the “gold” data of Riess, A., et al., 2004, Astrophysical Journal, 607, 665 below
Z | log(cz) | Exp.fact. | mod | Err.mod | D_L | Err.D_L |
0 | 1 | 0 | 0 | |||
0.0104 | 3.4939 | 0.9897 | 33.73 | 0.33 | 55.72 | 8.48 |
0.0104 | 3.4939 | 0.9897 | 33.21 | 0.32 | 43.85 | 6.47 |
0.0104 | 3.4939 | 0.9897 | 33.56 | 0.31 | 51.52 | 7.36 |
0.0132 | 3.5974 | 0.9870 | 34.02 | 0.26 | 63.68 | 7.63 |
0.0136 | 3.6104 | 0.9866 | 33.73 | 0.26 | 55.72 | 6.68 |
0.0141 | 3.6260 | 0.9861 | 34.13 | 0.25 | 66.99 | 7.72 |
0.0141 | 3.6260 | 0.9861 | 34.12 | 0.25 | 66.68 | 7.68 |
0.0141 | 3.6260 | 0.9861 | 34.43 | 0.26 | 76.91 | 9.21 |
0.0152 | 3.6587 | 0.9850 | 34.11 | 0.25 | 66.37 | 7.65 |
0.0157 | 3.6727 | 0.9845 | 34.58 | 0.24 | 82.41 | 9.11 |
0.0161 | 3.6836 | 0.9842 | 34.5 | 0.24 | 79.43 | 8.78 |
0.0162 | 3.6863 | 0.9841 | 34.13 | 0.23 | 66.99 | 7.10 |
0.0164 | 3.6917 | 0.9839 | 34.41 | 0.24 | 76.21 | 8.43 |
0.0165 | 3.6943 | 0.9838 | 33.82 | 0.27 | 58.08 | 7.23 |
0.0166 | 3.6969 | 0.9837 | 34.54 | 0.23 | 80.91 | 8.57 |
0.0167 | 3.6995 | 0.9836 | 34.21 | 0.23 | 69.50 | 7.37 |
0.017 | 3.7073 | 0.9833 | 34.47 | 0.23 | 78.34 | 8.30 |
0.017 | 3.7073 | 0.9833 | 34.18 | 0.23 | 68.55 | 7.26 |
0.0171 | 3.7098 | 0.9832 | 34.68 | 0.24 | 86.30 | 9.54 |
0.0175 | 3.7199 | 0.9828 | 34.52 | 0.25 | 80.17 | 9.23 |
0.0178 | 3.7272 | 0.9825 | 34.7 | 0.23 | 87.10 | 9.23 |
0.018 | 3.7321 | 0.9823 | 34.29 | 0.23 | 72.11 | 7.64 |
0.0186 | 3.7463 | 0.9817 | 34.96 | 0.22 | 98.17 | 9.95 |
0.0193 | 3.7624 | 0.9811 | 34.59 | 0.23 | 82.79 | 8.77 |
0.0218 | 3.8153 | 0.9787 | 35.06 | 0.21 | 102.80 | 9.95 |
0.0219 | 3.8173 | 0.9786 | 34.7 | 0.22 | 87.10 | 8.83 |
0.0233 | 3.8442 | 0.9772 | 35.14 | 0.21 | 106.66 | 10.32 |
0.0234 | 3.8460 | 0.9771 | 35.36 | 0.2 | 118.03 | 10.87 |
0.0244 | 3.8642 | 0.9762 | 35.09 | 0.2 | 104.23 | 9.60 |
0.0251 | 3.8765 | 0.9755 | 35.09 | 0.21 | 104.23 | 10.08 |
0.0257 | 3.8868 | 0.9749 | 35.41 | 0.2 | 120.78 | 11.13 |
0.026 | 3.8918 | 0.9747 | 35.62 | 0.2 | 133.05 | 12.26 |
0.0262 | 3.8951 | 0.9745 | 35.06 | 0.24 | 102.80 | 11.37 |
0.0265 | 3.9001 | 0.9742 | 35.64 | 0.2 | 134.28 | 12.37 |
0.0266 | 3.9017 | 0.9741 | 35.36 | 0.21 | 118.03 | 11.42 |
0.0276 | 3.9177 | 0.9731 | 35.9 | 0.2 | 151.36 | 13.95 |
0.0286 | 3.9332 | 0.9722 | 35.53 | 0.21 | 127.64 | 12.35 |
0.029 | 3.9392 | 0.9718 | 35.7 | 0.19 | 138.04 | 12.08 |
0.0297 | 3.9496 | 0.9712 | 36.12 | 0.2 | 167.49 | 15.43 |
0.0307 | 3.9640 | 0.9702 | 35.9 | 0.2 | 151.36 | 13.95 |
0.0316 | 3.9765 | 0.9694 | 35.85 | 0.19 | 147.91 | 12.95 |
0.0327 | 3.9914 | 0.9683 | 36.08 | 0.19 | 164.44 | 14.39 |
0.0331 | 3.9966 | 0.9680 | 35.54 | 0.2 | 128.23 | 11.81 |
0.0348 | 4.0184 | 0.9664 | 36.17 | 0.19 | 171.40 | 15.00 |
0.036 | 4.0331 | 0.9653 | 36.17 | 0.19 | 171.40 | 15.00 |
0.036 | 4.0331 | 0.9653 | 36.01 | 0.2 | 159.22 | 14.67 |
0.036 | 4.0331 | 0.9653 | 36.39 | 0.18 | 189.67 | 15.73 |
0.038 | 4.0566 | 0.9634 | 36.67 | 0.18 | 215.77 | 17.89 |
0.04 | 4.0789 | 0.9615 | 36.38 | 0.19 | 188.80 | 16.52 |
0.043 | 4.1103 | 0.9588 | 36.53 | 0.19 | 202.30 | 17.71 |
0.045 | 4.1300 | 0.9569 | 36.97 | 0.18 | 247.74 | 20.54 |
0.046 | 4.1396 | 0.9560 | 36.35 | 0.21 | 186.21 | 18.01 |
0.049 | 4.1670 | 0.9533 | 36.9 | 0.2 | 239.88 | 22.10 |
0.049 | 4.1670 | 0.9533 | 36.52 | 0.2 | 201.37 | 18.55 |
0.05 | 4.1758 | 0.9524 | 36.84 | 0.21 | 233.35 | 22.58 |
0.05 | 4.1758 | 0.9524 | 37.08 | 0.19 | 260.62 | 22.81 |
0.052 | 4.1928 | 0.9506 | 37.16 | 0.18 | 270.40 | 22.42 |
0.053 | 4.2011 | 0.9497 | 36.97 | 0.18 | 247.74 | 20.54 |
0.056 | 4.2250 | 0.9470 | 37.31 | 0.18 | 289.73 | 24.02 |
0.058 | 4.2402 | 0.9452 | 37.13 | 0.19 | 266.69 | 23.34 |
0.061 | 4.2621 | 0.9425 | 37.3 | 0.22 | 288.40 | 29.23 |
0.063 | 4.2762 | 0.9407 | 37.67 | 0.19 | 341.98 | 29.93 |
0.071 | 4.3281 | 0.9337 | 37.78 | 0.19 | 359.75 | 31.49 |
0.075 | 4.3519 | 0.9302 | 37.77 | 0.19 | 358.10 | 31.34 |
0.079 | 4.3744 | 0.9268 | 37.94 | 0.18 | 387.26 | 32.11 |
0.088 | 4.4213 | 0.9191 | 38.07 | 0.28 | 411.15 | 53.05 |
0.101 | 4.4811 | 0.9083 | 38.73 | 0.2 | 557.19 | 51.34 |
0.124 | 4.5702 | 0.8897 | 39.2 | 0.22 | 691.83 | 70.12 |
0.172 | 4.7123 | 0.8532 | 39.79 | 0.18 | 907.82 | 75.27 |
0.18 | 4.7321 | 0.8475 | 39.98 | 0.18 | 990.83 | 82.16 |
0.278 | 4.9209 | 0.7825 | 41 | 0.41 | 1584.89 | 299.69 |
0.3 | 4.9539 | 0.7692 | 41.01 | 0.25 | 1592.21 | 183.41 |
0.32 | 4.9820 | 0.7576 | 41.45 | 0.18 | 1949.84 | 161.67 |
0.334 | 5.0006 | 0.7496 | 40.92 | 0.3 | 1527.57 | 211.21 |
0.34 | 5.0083 | 0.7463 | 40.71 | 0.27 | 1386.76 | 172.54 |
0.38 | 5.0566 | 0.7246 | 42.02 | 0.22 | 2535.13 | 256.95 |
0.388 | 5.0657 | 0.7205 | 42.07 | 0.19 | 2594.18 | 227.06 |
0.397 | 5.0756 | 0.7158 | 40.89 | 0.3 | 1506.61 | 208.31 |
0.4 | 5.0789 | 0.7143 | 42.04 | 0.19 | 2558.59 | 223.94 |
0.416 | 5.0959 | 0.7062 | 42.1 | 0.19 | 2630.27 | 230.22 |
0.42 | 5.1001 | 0.7042 | 41.76 | 0.23 | 2249.05 | 238.33 |
0.425 | 5.1052 | 0.7018 | 41.7 | 0.4 | 2187.76 | 403.57 |
0.43 | 5.1103 | 0.6993 | 42.33 | 0.34 | 2924.15 | 458.32 |
0.43 | 5.1103 | 0.6993 | 41.99 | 0.18 | 2500.35 | 207.32 |
0.43 | 5.1103 | 0.6993 | 42.36 | 0.25 | 2964.83 | 341.53 |
0.44 | 5.1203 | 0.6944 | 42.57 | 0.4 | 3265.88 | 602.45 |
0.44 | 5.1203 | 0.6944 | 42.08 | 0.19 | 2606.15 | 228.11 |
0.45 | 5.1300 | 0.6897 | 42.13 | 0.21 | 2666.86 | 258.01 |
0.45 | 5.1300 | 0.6897 | 42.1 | 0.23 | 2630.27 | 278.73 |
0.455 | 5.1348 | 0.6873 | 42.29 | 0.28 | 2870.78 | 370.43 |
0.46 | 5.1396 | 0.6849 | 41.83 | 0.4 | 2322.74 | 428.47 |
0.46 | 5.1396 | 0.6849 | 42.56 | 0.27 | 3250.87 | 404.47 |
0.47 | 5.1489 | 0.6803 | 42.74 | 0.23 | 3531.83 | 374.26 |
0.47 | 5.1489 | 0.6803 | 42.77 | 0.21 | 3580.96 | 346.44 |
0.472 | 5.1508 | 0.6793 | 42.46 | 0.19 | 3104.56 | 271.73 |
0.475 | 5.1535 | 0.6780 | 42.14 | 0.19 | 2679.17 | 234.50 |
0.477 | 5.1553 | 0.6770 | 42.38 | 0.21 | 2992.26 | 289.49 |
0.478 | 5.1562 | 0.6766 | 42.48 | 0.23 | 3133.29 | 332.03 |
0.48 | 5.1581 | 0.6757 | 42.37 | 0.2 | 2978.52 | 274.43 |
0.49 | 5.1670 | 0.6711 | 42.41 | 0.25 | 3033.89 | 349.48 |
0.495 | 5.1714 | 0.6689 | 42.25 | 0.19 | 2818.38 | 246.68 |
0.5 | 5.1758 | 0.6667 | 42.74 | 0.2 | 3531.83 | 325.41 |
0.5 | 5.1758 | 0.6667 | 42.75 | 0.19 | 3548.13 | 310.55 |
0.5 | 5.1758 | 0.6667 | 42.75 | 0.24 | 3548.13 | 392.35 |
0.508 | 5.1827 | 0.6631 | 41.64 | 0.35 | 2128.14 | 343.39 |
0.518 | 5.1911 | 0.6588 | 42.83 | 0.3 | 3681.29 | 508.99 |
0.526 | 5.1978 | 0.6553 | 42.56 | 0.18 | 3250.87 | 269.55 |
0.526 | 5.1978 | 0.6553 | 43.01 | 0.27 | 3999.45 | 497.61 |
0.528 | 5.1995 | 0.6545 | 42.77 | 0.25 | 3580.96 | 412.50 |
0.538 | 5.2076 | 0.6502 | 42.66 | 0.18 | 3404.08 | 282.26 |
0.54 | 5.2092 | 0.6494 | 41.96 | 0.41 | 2466.04 | 466.31 |
0.543 | 5.2116 | 0.6481 | 42.68 | 0.19 | 3435.58 | 300.70 |
0.57 | 5.2327 | 0.6369 | 42.81 | 0.25 | 3647.54 | 420.17 |
0.57 | 5.2327 | 0.6369 | 42.88 | 0.31 | 3767.04 | 538.24 |
0.579 | 5.2395 | 0.6333 | 42.86 | 0.19 | 3732.50 | 326.69 |
0.58 | 5.2402 | 0.6329 | 43.04 | 0.21 | 4055.09 | 392.31 |
0.581 | 5.2410 | 0.6325 | 42.63 | 0.19 | 3357.38 | 293.86 |
0.615 | 5.2657 | 0.6192 | 42.85 | 0.23 | 3715.35 | 393.71 |
0.62 | 5.2692 | 0.6173 | 43.11 | 0.3 | 4187.94 | 579.04 |
0.63 | 5.2762 | 0.6135 | 42.62 | 0.24 | 3341.95 | 369.55 |
0.64 | 5.2830 | 0.6098 | 43.07 | 0.21 | 4111.50 | 397.77 |
0.657 | 5.2944 | 0.6035 | 43.27 | 0.2 | 4508.17 | 415.36 |
0.67 | 5.3029 | 0.5988 | 43.19 | 0.28 | 4345.10 | 560.67 |
0.71 | 5.3281 | 0.5848 | 43.05 | 0.32 | 4073.80 | 600.88 |
0.735 | 5.3431 | 0.5764 | 43.09 | 0.19 | 4149.54 | 363.19 |
0.74 | 5.3461 | 0.5747 | 43.35 | 0.3 | 4677.35 | 646.71 |
0.771 | 5.3639 | 0.5647 | 43.12 | 0.17 | 4207.27 | 329.46 |
0.778 | 5.3678 | 0.5624 | 43.81 | 0.35 | 5780.96 | 932.79 |
0.798 | 5.3788 | 0.5562 | 43.88 | 0.31 | 5970.35 | 853.05 |
0.811 | 5.3858 | 0.5522 | 43.97 | 0.35 | 6223.00 | 1004.12 |
0.815 | 5.3880 | 0.5510 | 43.76 | 0.33 | 5649.37 | 859.36 |
0.815 | 5.3880 | 0.5510 | 44.09 | 0.28 | 6576.58 | 848.60 |
0.828 | 5.3949 | 0.5470 | 43.96 | 0.46 | 6194.41 | 1314.67 |
0.828 | 5.3949 | 0.5470 | 43.61 | 0.61 | 5272.30 | 1485.94 |
0.83 | 5.3959 | 0.5464 | 43.85 | 0.19 | 5888.44 | 515.39 |
0.832 | 5.3969 | 0.5459 | 43.55 | 0.29 | 5128.61 | 685.44 |
0.839 | 5.4006 | 0.5438 | 43.86 | 0.22 | 5915.62 | 599.59 |
0.86 | 5.4113 | 0.5376 | 44.03 | 0.3 | 6397.35 | 884.53 |
0.873 | 5.4178 | 0.5339 | 43.75 | 0.38 | 5623.41 | 985.33 |
0.882 | 5.4223 | 0.5313 | 43.9 | 0.3 | 6025.60 | 833.13 |
0.884 | 5.4233 | 0.5308 | 44.23 | 0.19 | 7014.55 | 613.96 |
0.886 | 5.4243 | 0.5302 | 42.91 | 0.81 | 3819.44 | 1433.00 |
0.899 | 5.4306 | 0.5266 | 43.64 | 0.25 | 5345.64 | 615.78 |
0.94 | 5.4499 | 0.5155 | 43.87 | 0.2 | 5942.92 | 547.56 |
0.949 | 5.4541 | 0.5131 | 43.99 | 0.25 | 6280.58 | 723.48 |
0.95 | 5.4545 | 0.5128 | 44.06 | 0.26 | 6486.34 | 777.10 |
0.954 | 5.4564 | 0.5118 | 44.28 | 0.31 | 7177.94 | 1025.60 |
0.977 | 5.4667 | 0.5058 | 43.91 | 0.26 | 6053.41 | 725.23 |
1.056 | 5.5005 | 0.4864 | 44.25 | 0.23 | 7079.46 | 750.20 |
1.14 | 5.5337 | 0.4673 | 44.84 | 0.3 | 9289.66 | 1284.44 |
1.19 | 5.5524 | 0.4566 | 44.19 | 0.34 | 6886.52 | 1079.36 |
1.265 | 5.5789 | 0.4415 | 45.2 | 0.2 | 10964.78 | 1010.25 |
1.3 | 5.5908 | 0.4348 | 45.27 | 0.19 | 11324.00 | 991.15 |
1.305 | 5.5924 | 0.4338 | 44.7 | 0.22 | 8709.64 | 882.78 |
1.34 | 5.6039 | 0.4274 | 45.05 | 0.25 | 10232.93 | 1178.76 |
1.551 | 5.6674 | 0.3920 | 45.3 | 0.22 | 11481.54 | 1163.73 |
1.755 | 5.7211 | 0.3630 | 45.53 | 0.35 | 12764.39 | 2059.60 |
The data from Perlmutter, S., et al., 1999, Astrophysical Journal, 517, 565
SN no. | Z | m_B | Err.m_B | log(cz) | D_L | Err.D_L |
Earth | 0 | 0 | 0 | |||
1992bi | 0.458 | 23.11 | 0.46 | 5.138 | 0.4188 | 0.0894 |
1994F | 0.354 | 22.38 | 0.33 | 5.026 | 0.2992 | 0.0456 |
1994G | 0.425 | 22.13 | 0.49 | 5.105 | 0.2667 | 0.0607 |
1994H | 0.374 | 21.72 | 0.22 | 5.050 | 0.2208 | 0.0224 |
1994al | 0.420 | 22.55 | 0.25 | 5.100 | 0.3236 | 0.0373 |
1994a.m | 0.372 | 22.26 | 0.2 | 5.047 | 0.2831 | 0.0261 |
1994an | 0.378 | 22.58 | 0.37 | 5.054 | 0.3281 | 0.0562 |
1995aq | 0.453 | 23.17 | 0.25 | 5.133 | 0.4305 | 0.0497 |
1995ar | 0.465 | 23.33 | 0.3 | 5.144 | 0.4634 | 0.0642 |
1995as | 0.498 | 23.71 | 0.25 | 5.174 | 0.5521 | 0.0637 |
1995at | 0.655 | 23.27 | 0.21 | 5.293 | 0.4508 | 0.0437 |
1995aw | 0.400 | 22.36 | 0.19 | 5.079 | 0.2965 | 0.0260 |
1995ax | 0.615 | 23.19 | 0.25 | 5.266 | 0.4345 | 0.0501 |
1995ay | 0.480 | 22.96 | 0.24 | 5.158 | 0.3908 | 0.0433 |
1995az | 0.450 | 22.51 | 0.23 | 5.130 | 0.3177 | 0.0337 |
1995ba | 0.388 | 22.65 | 0.2 | 5.066 | 0.3388 | 0.0313 |
1996cf | 0.570 | 23.27 | 0.22 | 5.233 | 0.4508 | 0.0458 |
1996cg | 0.490 | 23.1 | 0.2 | 5.167 | 0.4169 | 0.0384 |
1996ci | 0.495 | 22.83 | 0.19 | 5.171 | 0.3681 | 0.0323 |
1996ck | 0.656 | 23.57 | 0.28 | 5.294 | 0.5176 | 0.0669 |
1996cl | 0.828 | 24.65 | 0.54 | 5.395 | 0.8511 | 0.2138 |
1996cm | 0.450 | 23.17 | 0.23 | 5.130 | 0.4305 | 0.0457 |
1996cn | 0.430 | 23.13 | 0.22 | 5.110 | 0.4227 | 0.0429 |
1997F | 0.580 | 23.46 | 0.23 | 5.240 | 0.4920 | 0.0522 |
1997G | 0.763 | 24.47 | 0.53 | 5.359 | 0.7834 | 0.1931 |
1997H | 0.526 | 23.15 | 0.2 | 5.198 | 0.4266 | 0.0393 |
1997I | 0.172 | 20.17 | 0.18 | 4.712 | 0.1081 | 0.0090 |
1997J | 0.619 | 23.8 | 0.28 | 5.269 | 0.5754 | 0.0744 |
1997K | 0.592 | 24.42 | 0.37 | 5.249 | 0.7656 | 0.1311 |
1997L | 0.55 | 23.51 | 0.25 | 5.217 | 0.5035 | 0.0581 |
1997N | 0.18 | 20.43 | 0.17 | 4.732 | 0.1219 | 0.0096 |
1997O | 0.374 | 23.52 | 0.24 | 5.050 | 0.5058 | 0.0560 |
1997P | 0.472 | 23.11 | 0.19 | 5.151 | 0.4188 | 0.0367 |
1997Q | 0.43 | 22.57 | 0.18 | 5.110 | 0.3266 | 0.0271 |
1997R | 0.657 | 23.83 | 0.23 | 5.294 | 0.5834 | 0.0619 |
1997S | 0.612 | 23.69 | 0.21 | 5.264 | 0.5470 | 0.0530 |
1997ac | 0.32 | 21.86 | 0.18 | 4.982 | 0.2355 | 0.0195 |
1997af | 0.579 | 23.48 | 0.22 | 5.239 | 0.4966 | 0.0504 |
1997ai | 0.45 | 22.83 | 0.3 | 5.130 | 0.3681 | 0.0510 |
1997aj | 0.581 | 23.09 | 0.22 | 5.241 | 0.4150 | 0.0421 |
1997a.m | 0.416 | 22.57 | 0.2 | 5.096 | 0.3266 | 0.0301 |
1997ap | 0.83 | 24.32 | 0.22 | 5.396 | 0.7311 | 0.0742 |