Concept2 provided me with a set of data for 1K Erg times from May 2004 through 2014. There are about 16,000 records. First step is to take a look at the distribution of data. The following is a summary of the data, looking only at how many erg times are available by gender, data source and weight classification.
Looking at it there is clearly plenty of data for heavyweight males to around 65, . . . after that, we will need to see. For female rowers, there is a lot less, about a fifth of what is available for male rowers. As I further dissect the data, it is clear that light weight data is even more scarce. The initial analysis will be on heavy weight male data records probably from the IND, IND_V and C2Log datasources.
| Age | Male Count | Female Count | Data Source (Male/Female) Counts | Weight Classification (Light/Heavy) |
|---|
| None | Race | IND | IND_V | C2Log | ErgData | RowPro | Male | Female |
|---|
| 28 | 201 | 55 | 0 / 0 | 0 / 0 | 145 / 42 | 11 / 4 | 39 / 7 | 3 / 1 | 3 / 1 | 33 / 168 | 15 / 40 |
| 29 | 187 | 55 | 0 / 0 | 0 / 0 | 144 / 44 | 7 / 1 | 28 / 7 | 2 / 2 | 6 / 1 | 25 / 162 | 14 / 41 |
| 30 | 251 | 76 | 0 / 0 | 0 / 0 | 187 / 59 | 10 / 4 | 39 / 11 | 7 / 1 | 8 / 1 | 36 / 215 | 20 / 56 |
| 31 | 268 | 72 | 0 / 0 | 0 / 0 | 202 / 56 | 9 / 6 | 48 / 8 | 5 / 2 | 4 / 0 | 34 / 234 | 14 / 58 |
| 32 | 284 | 72 | 0 / 0 | 0 / 0 | 212 / 60 | 7 / 3 | 46 / 5 | 6 / 2 | 13 / 2 | 36 / 248 | 19 / 53 |
| 33 | 276 | 75 | 1 / 0 | 0 / 0 | 191 / 62 | 10 / 2 | 58 / 7 | 5 / 1 | 11 / 3 | 27 / 249 | 24 / 51 |
| 34 | 265 | 73 | 1 / 0 | 0 / 0 | 167 / 63 | 15 / 1 | 59 / 8 | 11 / 0 | 12 / 1 | 33 / 232 | 23 / 50 |
| 35 | 279 | 74 | 0 / 0 | 0 / 0 | 187 / 45 | 11 / 6 | 53 / 19 | 11 / 0 | 17 / 4 | 28 / 251 | 16 / 58 |
| 36 | 314 | 80 | 0 / 0 | 0 / 0 | 218 / 63 | 11 / 5 | 63 / 10 | 10 / 1 | 12 / 1 | 34 / 280 | 21 / 59 |
| 37 | 317 | 80 | 0 / 0 | 0 / 0 | 211 / 65 | 8 / 5 | 74 / 6 | 12 / 2 | 12 / 2 | 44 / 273 | 18 / 62 |
| 38 | 285 | 64 | 0 / 0 | 0 / 0 | 188 / 50 | 9 / 5 | 57 / 9 | 13 / 0 | 18 / 0 | 34 / 251 | 12 / 52 |
| 39 | 322 | 77 | 1 / 0 | 1 / 0 | 212 / 60 | 11 / 0 | 68 / 13 | 7 / 1 | 22 / 3 | 36 / 286 | 20 / 57 |
| 40 | 381 | 99 | 0 / 0 | 1 / 0 | 269 / 82 | 16 / 1 | 67 / 10 | 11 / 2 | 17 / 4 | 66 / 315 | 29 / 70 |
| 41 | 384 | 104 | 0 / 0 | 2 / 0 | 260 / 85 | 16 / 5 | 75 / 11 | 6 / 2 | 25 / 1 | 54 / 330 | 33 / 71 |
| 42 | 430 | 97 | 0 / 0 | 0 / 1 | 288 / 73 | 8 / 7 | 83 / 10 | 15 / 1 | 36 / 5 | 65 / 365 | 32 / 65 |
| 43 | 447 | 103 | 0 / 0 | 0 / 0 | 300 / 77 | 12 / 3 | 79 / 20 | 21 / 1 | 35 / 2 | 65 / 382 | 26 / 77 |
| 44 | 435 | 95 | 1 / 0 | 1 / 0 | 288 / 72 | 17 / 7 | 80 / 14 | 10 / 1 | 38 / 1 | 68 / 367 | 35 / 60 |
| 45 | 461 | 108 | 1 / 0 | 1 / 0 | 336 / 91 | 12 / 2 | 74 / 12 | 10 / 1 | 27 / 2 | 74 / 387 | 35 / 73 |
| 46 | 452 | 114 | 0 / 0 | 2 / 0 | 289 / 98 | 12 / 2 | 85 / 11 | 24 / 1 | 40 / 2 | 63 / 389 | 27 / 87 |
| 47 | 434 | 103 | 0 / 0 | 0 / 0 | 319 / 90 | 8 / 1 | 69 / 11 | 13 / 0 | 25 / 1 | 68 / 366 | 33 / 70 |
| 48 | 448 | 116 | 1 / 0 | 0 / 1 | 304 / 93 | 15 / 3 | 76 / 15 | 15 / 2 | 37 / 2 | 57 / 391 | 40 / 76 |
| 49 | 416 | 123 | 0 / 0 | 2 / 1 | 274 / 100 | 12 / 5 | 87 / 13 | 9 / 2 | 32 / 2 | 50 / 366 | 40 / 83 |
| 50 | 457 | 134 | 0 / 0 | 0 / 0 | 323 / 106 | 17 / 4 | 82 / 19 | 6 / 2 | 29 / 3 | 69 / 388 | 45 / 89 |
| 51 | 386 | 110 | 0 / 0 | 0 / 1 | 275 / 95 | 10 / 1 | 65 / 10 | 8 / 0 | 28 / 3 | 53 / 333 | 32 / 78 |
| 52 | 409 | 109 | 0 / 0 | 1 / 0 | 303 / 94 | 12 / 3 | 65 / 7 | 10 / 3 | 18 / 2 | 61 / 348 | 34 / 75 |
| 53 | 366 | 115 | 0 / 0 | 1 / 2 | 277 / 97 | 12 / 3 | 48 / 12 | 6 / 1 | 22 / 0 | 54 / 312 | 36 / 79 |
| 54 | 356 | 93 | 0 / 0 | 1 / 0 | 257 / 69 | 9 / 3 | 59 / 19 | 8 / 0 | 22 / 2 | 51 / 305 | 18 / 75 |
| 55 | 337 | 89 | 0 / 0 | 1 / 0 | 265 / 71 | 6 / 1 | 46 / 13 | 5 / 1 | 14 / 3 | 44 / 293 | 28 / 61 |
| 56 | 263 | 90 | 0 / 0 | 0 / 0 | 196 / 77 | 8 / 1 | 42 / 8 | 2 / 1 | 15 / 3 | 38 / 225 | 22 / 68 |
| 57 | 288 | 74 | 0 / 0 | 0 / 0 | 205 / 55 | 13 / 1 | 52 / 14 | 4 / 1 | 14 / 3 | 48 / 240 | 17 / 57 |
| 58 | 229 | 59 | 0 / 0 | 0 / 0 | 173 / 49 | 10 / 2 | 33 / 6 | 4 / 1 | 9 / 1 | 43 / 186 | 18 / 41 |
| 59 | 206 | 45 | 0 / 0 | 0 / 0 | 147 / 37 | 8 / 1 | 38 / 4 | 8 / 2 | 5 / 1 | 39 / 167 | 17 / 28 |
| 60 | 280 | 60 | 0 / 0 | 1 / 0 | 195 / 48 | 20 / 4 | 47 / 5 | 10 / 2 | 7 / 1 | 48 / 232 | 22 / 38 |
| 61 | 217 | 51 | 0 / 0 | 0 / 0 | 169 / 40 | 10 / 4 | 31 / 6 | 4 / 1 | 3 / 0 | 55 / 162 | 22 / 29 |
| 62 | 220 | 45 | 0 / 0 | 0 / 0 | 166 / 34 | 12 / 5 | 34 / 6 | 1 / 0 | 7 / 0 | 47 / 173 | 12 / 33 |
| 63 | 208 | 54 | 0 / 0 | 0 / 0 | 158 / 47 | 8 / 1 | 32 / 4 | 1 / 0 | 9 / 2 | 50 / 158 | 18 / 36 |
| 64 | 184 | 39 | 0 / 0 | 0 / 0 | 131 / 25 | 12 / 1 | 27 / 10 | 2 / 2 | 12 / 1 | 51 / 133 | 17 / 22 |
| 65 | 146 | 29 | 0 / 0 | 0 / 0 | 114 / 23 | 8 / 1 | 14 / 4 | 4 / 0 | 6 / 1 | 37 / 109 | 7 / 22 |
| 66 | 151 | 35 | 0 / 0 | 0 / 3 | 112 / 18 | 5 / 5 | 24 / 7 | 3 / 0 | 7 / 2 | 35 / 116 | 17 / 18 |
| 67 | 129 | 20 | 0 / 0 | 0 / 0 | 96 / 12 | 6 / 4 | 20 / 4 | 3 / 0 | 4 / 0 | 28 / 101 | 7 / 13 |
| 68 | 111 | 17 | 0 / 0 | 0 / 0 | 84 / 14 | 7 / 1 | 18 / 2 | 0 / 0 | 2 / 0 | 26 / 85 | 8 / 9 |
| 69 | 83 | 13 | 0 / 0 | 0 / 0 | 68 / 9 | 4 / 1 | 9 / 3 | 2 / 0 | 0 / 0 | 22 / 61 | 5 / 8 |
| 70 | 121 | 17 | 0 / 0 | 0 / 0 | 85 / 10 | 13 / 3 | 17 / 2 | 4 / 0 | 2 / 2 | 31 / 90 | 7 / 10 |
| 71 | 85 | 15 | 0 / 0 | 0 / 0 | 66 / 8 | 7 / 3 | 10 / 3 | 0 / 0 | 2 / 1 | 17 / 68 | 5 / 10 |
| 72 | 78 | 6 | 0 / 0 | 1 / 1 | 57 / 4 | 6 / 0 | 12 / 0 | 2 / 0 | 0 / 1 | 15 / 63 | 3 / 3 |
| 73 | 58 | 10 | 0 / 0 | 1 / 1 | 39 / 6 | 4 / 2 | 12 / 1 | 0 / 0 | 2 / 0 | 16 / 42 | 3 / 7 |
| 74 | 43 | 12 | 0 / 0 | 0 / 0 | 40 / 10 | 0 / 1 | 3 / 1 | 0 / 0 | 0 / 0 | 17 / 26 | 4 / 8 |
| 75 | 46 | 12 | 0 / 0 | 0 / 0 | 40 / 8 | 1 / 3 | 5 / 1 | 0 / 0 | 0 / 0 | 14 / 32 | 4 / 8 |
| 76 | 37 | 11 | 0 / 0 | 0 / 0 | 31 / 8 | 3 / 1 | 3 / 2 | 0 / 0 | 0 / 0 | 13 / 24 | 4 / 7 |
| 77 | 34 | 4 | 0 / 0 | 0 / 0 | 30 / 3 | 2 / 1 | 1 / 0 | 0 / 0 | 1 / 0 | 17 / 17 | 1 / 3 |
| 78 | 24 | 4 | 0 / 0 | 0 / 0 | 21 / 4 | 3 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 6 / 18 | 2 / 2 |
| 79 | 25 | 1 | 0 / 0 | 0 / 0 | 24 / 0 | 1 / 0 | 0 / 1 | 0 / 0 | 0 / 0 | 8 / 17 | 1 / 0 |
| 80 | 22 | 0 | 0 / 0 | 1 / 0 | 12 / 0 | 9 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 8 / 14 | 0 / 0 |
| 81 | 14 | 1 | 0 / 0 | 0 / 0 | 9 / 0 | 4 / 1 | 1 / 0 | 0 / 0 | 0 / 0 | 7 / 7 | 0 / 1 |
| 82 | 15 | 0 | 0 / 0 | 0 / 0 | 13 / 0 | 1 / 0 | 1 / 0 | 0 / 0 | 0 / 0 | 7 / 8 | 0 / 0 |
| 83 | 13 | 2 | 0 / 0 | 0 / 0 | 11 / 2 | 1 / 0 | 1 / 0 | 0 / 0 | 0 / 0 | 5 / 8 | 1 / 1 |
| 84 | 12 | 0 | 0 / 0 | 0 / 0 | 11 / 0 | 1 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 3 / 9 | 0 / 0 |
| 85 | 7 | 0 | 0 / 0 | 0 / 0 | 7 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 4 / 3 | 0 / 0 |
| 86 | 10 | 0 | 0 / 0 | 0 / 0 | 6 / 0 | 1 / 0 | 3 / 0 | 0 / 0 | 0 / 0 | 1 / 9 | 0 / 0 |
| 87 | 6 | 1 | 0 / 0 | 0 / 0 | 6 / 1 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 1 / 5 | 1 / 0 |
| 88 | 1 | 0 | 0 / 0 | 0 / 0 | 1 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 1 | 0 / 0 |
| 89 | 3 | 0 | 0 / 0 | 0 / 0 | 1 / 0 | 1 / 0 | 1 / 0 | 0 / 0 | 0 / 0 | 1 / 2 | 0 / 0 |
| 90 | 5 | 1 | 0 / 0 | 0 / 0 | 3 / 1 | 1 / 0 | 1 / 0 | 0 / 0 | 0 / 0 | 2 / 3 | 1 / 0 |
| 91 | 2 | 0 | 0 / 0 | 0 / 0 | 2 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 2 | 0 / 0 |
| 92 | 0 | 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 |
| 93 | 0 | 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 |
| 94 | 1 | 0 | 0 / 0 | 0 / 0 | 1 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 0 | 0 / 1 | 0 / 0 |