Question: The below data provides to you the data on multiple characteristics of graduate students who receive a monetary stipend (called an assistantship and measured in
The below data provides to you the data on multiple characteristics of graduate students who receive a monetary stipend (called an assistantship and measured in dollars per year), including gender (M, male; F, female); field of study (S, sciences; A, arts); year of study; and marital status (S, single; M, married). Using the data in the file, test the belief that the dollar value of student Assistantship (Stipend) is the same for all fields of study at 5% level of significance. a) State the null and alternate hypotheses. Make sure that your hypotheses are clear and unambiguous. b) Based on this data, the difference in the dollar value of Assistantship (Stipend) between these two fields is how many standard errors away from the hypothesized difference? c) What is your conclusion and why? In addition to making a judgment about your hypotheses, please explain your findings in clear language intended for a non-technical audience. Insert answers here. Please remember to include a snapshot of your relevant Excel hypothesis testing output.
| Student ID | Stipend (USD per Year) | Gender (M=Male, F=Female) | Field of Study (S=Sciences, A=Arts) | Years in Program | Marital Status (S=Single, M=Married) |
| 1 | 26667.66 | M | S | 3 | S |
| 2 | 27367.31 | F | S | 4 | S |
| 3 | 26053.63 | M | S | 2 | S |
| 4 | 26138.84 | M | S | 3 | S |
| 5 | 24896.2 | F | A | 5 | M |
| 6 | 24673.58 | F | A | 3 | M |
| 7 | 23929.68 | F | A | 3 | S |
| 8 | 23409.66 | F | A | 2 | S |
| 9 | 22898.57 | F | A | 3 | S |
| 10 | 23378.61 | F | A | 3 | S |
| 11 | 26213.79 | M | S | 4 | S |
| 12 | 25529.52 | F | A | 5 | M |
| 13 | 24876.16 | M | S | 3 | S |
| 14 | 25676.71 | M | S | 3 | M |
| 15 | 23166.33 | M | A | 3 | S |
| 16 | 23878.42 | F | A | 3 | M |
| 17 | 26359.75 | M | S | 2 | S |
| 18 | 24783.12 | F | A | 4 | M |
| 19 | 23723.84 | F | A | 4 | M |
| 20 | 25166.08 | M | S | 3 | M |
| 21 | 24254.78 | F | A | 3 | S |
| 22 | 23904.33 | F | A | 3 | S |
| 23 | 24752 | F | A | 3 | S |
| 24 | 25265.34 | F | A | 5 | M |
| 25 | 23483.9 | M | A | 2 | S |
| 26 | 24917.88 | F | A | 5 | M |
| 27 | 26211.14 | M | S | 3 | S |
| 28 | 22162.3 | F | A | 1 | S |
| 29 | 25270.91 | M | S | 1 | S |
| 30 | 23822.02 | F | A | 2 | S |
| 31 | 24254.45 | F | A | 4 | S |
| 32 | 23886.97 | F | A | 3 | S |
| 33 | 24362.52 | F | A | 3 | S |
| 34 | 24448.67 | F | A | 4 | S |
| 35 | 24235.77 | F | A | 4 | S |
| 36 | 25118.41 | F | A | 5 | M |
| 37 | 26172.16 | M | S | 4 | M |
| 38 | 26065.53 | F | S | 2 | S |
| 39 | 23562.27 | F | A | 2 | S |
| 40 | 25582.75 | M | S | 3 | M |
| 41 | 23286.48 | M | A | 2 | S |
| 42 | 24000.41 | F | A | 2 | S |
| 43 | 24096.84 | F | A | 2 | S |
| 44 | 26222.2 | F | S | 2 | S |
| 45 | 22798.25 | F | A | 1 | S |
| 46 | 23210.05 | F | A | 1 | S |
| 47 | 25386.21 | M | S | 3 | M |
| 48 | 23026.47 | F | A | 1 | S |
| 49 | 23809.78 | F | A | 2 | S |
| 50 | 23664.78 | F | A | 5 | M |
| 51 | 26434.91 | M | S | 4 | S |
| 52 | 24900.5 | M | S | 2 | S |
| 53 | 24270.44 | F | A | 3 | S |
| 54 | 24810.12 | F | A | 4 | S |
| 55 | 25149.92 | M | S | 1 | S |
| 56 | 23350.1 | F | A | 3 | S |
| 57 | 24363.16 | M | S | 2 | S |
| 58 | 24939.19 | F | A | 5 | S |
| 59 | 22847.76 | F | A | 1 | S |
| 60 | 24242.88 | F | A | 2 | S |
| 61 | 23656.68 | F | A | 2 | S |
| 62 | 24247.19 | F | A | 3 | S |
| 63 | 25598.57 | M | S | 2 | S |
| 64 | 23950.74 | F | A | 3 | S |
| 65 | 26147.32 | M | S | 2 | S |
| 66 | 24066.1 | F | A | 3 | S |
| 67 | 27135.35 | M | S | 6 | S |
| 68 | 24604.82 | F | A | 4 | S |
| 69 | 24581.82 | M | S | 2 | S |
| 70 | 23395.44 | F | A | 2 | M |
| 71 | 25607.6 | M | S | 2 | S |
| 72 | 25091.68 | M | S | 2 | S |
| 73 | 23859.71 | F | A | 4 | S |
| 74 | 24151.42 | F | A | 2 | S |
| 75 | 25357.64 | F | A | 5 | S |
| 76 | 25145.58 | F | A | 5 | S |
| 77 | 24598.05 | F | A | 4 | M |
| 78 | 25616 | M | S | 3 | S |
| 79 | 25336.84 | M | S | 2 | S |
| 80 | 24263.41 | F | A | 2 | S |
| 81 | 23204.29 | F | A | 3 | M |
| 82 | 24105.55 | M | S | 2 | S |
| 83 | 25526.49 | M | S | 2 | S |
| 84 | 23349.26 | F | A | 1 | S |
| 85 | 22130.61 | M | A | 2 | S |
| 86 | 23362.54 | F | A | 2 | S |
| 87 | 23264.2 | F | A | 3 | S |
| 88 | 23876.35 | F | A | 3 | S |
| 89 | 25885.92 | M | S | 3 | S |
| 90 | 23523.47 | F | A | 3 | S |
| 91 | 23302.65 | F | A | 1 | S |
| 92 | 25331.84 | F | A | 6 | S |
| 93 | 24205.06 | F | A | 3 | S |
| 94 | 23435.2 | F | A | 2 | S |
| 95 | 24397.55 | F | A | 5 | S |
| 96 | 24696.78 | F | A | 4 | S |
| 97 | 25751.91 | M | S | 3 | S |
| 98 | 23936.42 | F | A | 3 | S |
| 99 | 22518.24 | M | A | 2 | S |
| 100 | 25141.16 | M | S | 3 | S |
| 101 | 26189.19 | M | S | 5 | S |
| 102 | 26837.95 | M | S | 3 | S |
| 103 | 23335.29 | F | A | 1 | S |
| 104 | 23564.8 | F | A | 1 | S |
| 105 | 25474.56 | M | S | 1 | S |
| 106 | 23744.06 | F | A | 2 | S |
| 107 | 24533.54 | F | A | 3 | S |
| 108 | 24430.34 | F | A | 3 | S |
| 109 | 26982.52 | F | S | 3 | S |
| 110 | 23960.26 | F | A | 3 | S |
| 111 | 25841.82 | M | S | 2 | S |
| 112 | 24689.87 | F | A | 4 | M |
| 113 | 24712.15 | F | A | 3 | S |
| 114 | 23155.75 | F | A | 2 | S |
| 115 | 26470.47 | M | S | 3 | M |
| 116 | 25698.35 | M | S | 3 | S |
| 117 | 25297.74 | M | S | 1 | M |
| 118 | 22545.4 | M | A | 2 | S |
| 119 | 26753.15 | M | S | 4 | M |
| 120 | 22913.5 | F | A | 3 | S |
| 121 | 23471.02 | F | A | 3 | S |
| 122 | 25384.66 | M | S | 1 | S |
| 123 | 22764.63 | M | A | 2 | S |
| 124 | 25314.39 | M | S | 2 | S |
| 125 | 21539.07 | M | A | 1 | S |
| 126 | 24786.72 | F | A | 5 | M |
| 127 | 25084 | M | S | 3 | S |
| 128 | 23755.52 | F | A | 3 | S |
| 129 | 24902.5 | M | S | 3 | S |
| 130 | 22787.33 | F | A | 1 | S |
| 131 | 24114.14 | F | A | 3 | S |
| 132 | 26917.74 | M | S | 4 | M |
| 133 | 23942.59 | F | A | 1 | S |
| 134 | 24533.92 | F | A | 4 | S |
| 135 | 26221.77 | M | S | 3 | M |
| 136 | 26146.29 | M | S | 2 | S |
| 137 | 24008.84 | M | A | 4 | M |
| 138 | 24034.8 | F | A | 3 | S |
| 139 | 26621.85 | M | S | 4 | S |
| 140 | 23441.11 | F | A | 3 | S |
| 141 | 24207.36 | F | A | 4 | M |
| 142 | 24577.01 | F | A | 3 | S |
| 143 | 23787.8 | F | A | 3 | S |
| 144 | 25352.35 | M | S | 5 | M |
| 145 | 25867.2 | M | S | 3 | S |
| 146 | 23264.88 | F | A | 1 | S |
| 147 | 26974.01 | M | S | 5 | M |
| 148 | 23042.31 | F | A | 1 | S |
| 149 | 24418.21 | F | A | 2 | S |
| 150 | 23423.14 | F | A | 2 | S |
| 151 | 25666.18 | M | S | 1 | S |
| 152 | 25928.67 | M | S | 3 | M |
| 153 | 22962.59 | F | A | 3 | S |
| 154 | 25173.83 | M | S | 3 | S |
| 155 | 24807.83 | M | S | 1 | S |
| 156 | 26936.83 | F | S | 3 | S |
| 157 | 25507.06 | M | S | 3 | S |
| 158 | 23946.78 | F | A | 4 | S |
| 159 | 24913.79 | M | S | 2 | S |
| 160 | 23977.34 | F | A | 3 | S |
| 161 | 27414.84 | F | S | 3 | S |
| 162 | 24460.69 | M | S | 1 | S |
| 163 | 28920.33 | M | S | 6 | S |
| 164 | 25547.12 | F | A | 6 | M |
| 165 | 25305.81 | F | A | 6 | S |
| 166 | 23096.97 | F | A | 1 | S |
| 167 | 26200.44 | M | S | 3 | S |
| 168 | 23890.83 | F | A | 3 | S |
| 169 | 23965.85 | M | S | 1 | S |
| 170 | 25752.68 | M | S | 2 | S |
| 171 | 24262.84 | F | A | 2 | S |
| 172 | 26305.46 | M | S | 3 | S |
| 173 | 25996.45 | M | S | 2 | M |
| 174 | 24268.56 | F | A | 3 | S |
| 175 | 26724.37 | M | S | 1 | S |
| 176 | 23922.63 | F | A | 3 | S |
| 177 | 25457.05 | M | S | 2 | S |
| 178 | 25062.64 | M | S | 2 | S |
| 179 | 26600.25 | M | S | 4 | S |
| 180 | 25692.47 | M | S | 2 | S |
| 181 | 26755.01 | F | S | 3 | S |
| 182 | 24951.39 | F | A | 5 | S |
| 183 | 23611.72 | F | A | 3 | S |
| 184 | 24062.94 | F | A | 2 | S |
| 185 | 22349.71 | F | A | 1 | S |
| 186 | 25727.39 | M | S | 3 | S |
| 187 | 24877.09 | M | S | 2 | S |
| 188 | 24209.48 | F | A | 3 | S |
| 189 | 23977.38 | F | A | 3 | S |
| 190 | 23833.97 | F | A | 2 | M |
| 191 | 25977.15 | M | S | 3 | S |
| 192 | 24664.23 | F | A | 4 | M |
| 193 | 24799.98 | F | A | 4 | S |
| 194 | 25737.23 | M | S | 2 | S |
| 195 | 25904.23 | M | S | 4 | M |
| 196 | 23710.58 | F | A | 2 | S |
| 197 | 23134.87 | F | A | 3 | M |
| 198 | 23327.27 | M | A | 1 | S |
| 199 | 22594.64 | M | A | 2 | S |
| 200 | 23085.22 | F | A | 1 | S |
| 201 | 26335.92 | M | S | 3 | M |
| 202 | 26373.26 | F | A | 6 | S |
| 203 | 25384.47 | M | S | 3 | S |
| 204 | 25430.75 | M | S | 2 | S |
| 205 | 25204.56 | M | S | 3 | S |
| 206 | 26611.32 | F | S | 3 | S |
| 207 | 25317.68 | M | S | 3 | S |
| 208 | 22924.18 | F | A | 1 | S |
| 209 | 23442.66 | F | A | 2 | S |
| 210 | 24334.08 | F | A | 3 | S |
| 211 | 26768.37 | M | S | 5 | S |
| 212 | 28071.09 | M | S | 6 | S |
| 213 | 25539.27 | M | S | 3 | S |
| 214 | 24043.65 | F | A | 2 | S |
| 215 | 26117.66 | M | S | 5 | M |
| 216 | 25828.9 | M | S | 5 | S |
| 217 | 24547.84 | F | A | 3 | M |
| 218 | 23369.89 | M | A | 2 | S |
| 219 | 25284.56 | M | S | 1 | S |
| 220 | 23203.47 | F | A | 2 | S |
| 221 | 25576.96 | M | S | 2 | S |
| 222 | 23205.87 | M | A | 3 | S |
| 223 | 25135.09 | M | S | 2 | S |
| 224 | 26083.16 | M | S | 5 | M |
| 225 | 24041.71 | F | A | 3 | S |
| 226 | 23435.37 | F | A | 1 | S |
| 227 | 23437.45 | F | A | 2 | S |
| 228 | 25753.43 | M | S | 5 | M |
| 229 | 26626.24 | M | S | 4 | M |
| 230 | 22893.61 | F | A | 1 | S |
| 231 | 25921.45 | M | S | 5 | M |
| 232 | 23951.7 | F | A | 3 | S |
| 233 | 26677.9 | M | S | 5 | M |
| 234 | 24138.84 | F | A | 3 | S |
| 235 | 25868.51 | M | S | 4 | M |
| 236 | 23563.35 | F | A | 2 | S |
| 237 | 25828.75 | M | S | 2 | S |
| 238 | 26310.2 | M | S | 2 | S |
| 239 | 25430.89 | M | S | 2 | S |
| 240 | 25806.75 | M | S | 2 | S |
| 241 | 24324.29 | F | A | 3 | S |
| 242 | 23353.92 | F | A | 3 | M |
| 243 | 23277.86 | F | A | 2 | S |
| 244 | 24771.06 | F | A | 5 | M |
| 245 | 25871.79 | M | S | 3 | S |
| 246 | 26439.38 | M | S | 1 | S |
| 247 | 24714.07 | F | A | 3 | S |
| 248 | 25414.42 | F | A | 4 | M |
| 249 | 24130.81 | F | A | 5 | S |
| 250 | 23345.63 | F | A | 1 | S |
| 251 | 26794.14 | M | S | 4 | S |
| 252 | 25661.34 | M | S | 3 | M |
| 253 | 25172.73 | F | A | 5 | S |
| 254 | 25849.32 | M | S | 2 | S |
| 255 | 26049.51 | M | S | 1 | S |
| 256 | 25166.56 | M | S | 1 | S |
| 257 | 25917.3 | M | S | 5 | M |
| 258 | 24940.64 | M | S | 2 | S |
| 259 | 23370.45 | F | A | 1 | S |
| 260 | 24898.71 | M | S | 2 | S |
| 261 | 23664.47 | F | A | 2 | S |
| 262 | 22678.99 | M | A | 1 | S |
| 263 | 24382.33 | F | A | 5 | S |
| 264 | 23948.34 | F | A | 3 | S |
| 265 | 27546.51 | M | S | 6 | M |
| 266 | 23942.15 | F | A | 3 | S |
| 267 | 22222.86 | M | A | 2 | S |
| 268 | 24277.61 | F | A | 3 | S |
| 269 | 25562.05 | F | A | 6 | M |
| 270 | 25015.52 | M | S | 4 | M |
| 271 | 25484.99 | M | S | 3 | S |
| 272 | 25422.96 | M | S | 2 | S |
| 273 | 23827.55 | F | A | 2 | S |
| 274 | 25557.09 | M | S | 1 | S |
| 275 | 23488.33 | M | A | 4 | M |
| 276 | 23414.44 | F | A | 2 | S |
| 277 | 23293.37 | F | A | 1 | S |
| 278 | 25862.26 | F | S | 2 | S |
| 279 | 25156.64 | F | A | 5 | S |
| 280 | 26987 | M | S | 5 | S |
| 281 | 24092.31 | F | A | 4 | M |
| 282 | 24596.7 | M | S | 2 | S |
| 283 | 23537.71 | F | A | 2 | S |
| 284 | 26467.86 | M | S | 4 | S |
| 285 | 26145.72 | M | S | 3 | S |
| 286 | 24046.13 | F | A | 4 | M |
| 287 | 23797.65 | F | A | 2 | S |
| 288 | 24059.88 | F | A | 3 | S |
| 289 | 24987.5 | F | A | 5 | M |
| 290 | 25784.89 | M | S | 3 | S |
| 291 | 23845.04 | F | A | 3 | S |
| 292 | 25074.71 | M | S | 2 | S |
| 293 | 24859.88 | F | A | 5 | S |
| 294 | 25465.53 | M | S | 3 | S |
| 295 | 27114.04 | F | S | 3 | S |
| 296 | 25369.99 | M | S | 2 | S |
| 297 | 24357.37 | F | A | 3 | S |
| 298 | 24086.37 | F | A | 2 | S |
| 299 | 23242.13 | F | A | 1 | S |
| 300 | 26680.26 | F | S | 4 | S |
| 301 | 23415.67 | F | A | 3 | S |
| 302 | 24273.59 | F | A | 3 | M |
| 303 | 24272.73 | F | A | 3 | M |
| 304 | 26033.54 | M | S | 2 | S |
| 305 | 25435.64 | F | A | 6 | M |
| 306 | 26005.99 | M | S | 2 | S |
| 307 | 26738.48 | F | S | 4 | M |
| 308 | 26380.02 | M | S | 5 | S |
| 309 | 26184.88 | M | S | 4 | M |
| 310 | 25971.55 | M | S | 1 | S |
| 311 | 26546.12 | F | S | 5 | S |
| 312 | 23269.2 | F | A | 2 | S |
| 313 | 25181.03 | M | S | 2 | S |
| 314 | 24149.87 | M | S | 1 | S |
| 315 | 26811.82 | M | S | 4 | M |
| 316 | 22483.07 | M | A | 3 | S |
| 317 | 23784.23 | M | S | 1 | S |
| 318 | 23581.61 | F | A | 2 | S |
| 319 | 26385.54 | M | S | 4 | S |
| 320 | 24402.29 | F | A | 4 | S |
| 321 | 25142.14 | F | A | 5 | S |
| 322 | 24512.75 | F | A | 4 | M |
| 323 | 23940.19 | M | A | 3 | S |
| 324 | 22196.13 | M | A | 2 | S |
| 325 | 24200.94 | F | A | 2 | S |
| 326 | 23970.88 | F | A | 2 | S |
| 327 | 25830 | F | A | 6 | S |
| 328 | 26634.12 | M | S | 5 | M |
| 329 | 23760.11 | F | A | 3 | S |
| 330 | 23302.38 | F | A | 2 | S |
| 331 | 26185.91 | M | S | 3 | S |
| 332 | 23644.65 | F | A | 2 | S |
| 333 | 22621.5 | M | A | 1 | S |
| 334 | 25368.15 | M | S | 2 | S |
| 335 | 23143.81 | F | A | 3 | S |
| 336 | 23629.26 | F | A | 3 | S |
| 337 | 26151.82 | M | S | 4 | S |
| 338 | 25983.71 | M | S | 3 | S |
| 339 | 26147.69 | M | S | 2 | S |
| 340 | 25413.38 | M | S | 2 | S |
| 341 | 26434.42 | M | S | 4 | S |
| 342 | 27406.06 | F | S | 3 | S |
| 343 | 25943.3 | M | S | 3 | S |
| 344 | 24775.68 | F | A | 4 | M |
| 345 | 22959.81 | F | A | 1 | S |
| 346 | 23975.38 | F | A | 2 | S |
| 347 | 26180.1 | F | S | 5 | S |
| 348 | 23694.05 | F | A | 3 | S |
| 349 | 24386.35 | F | A | 5 | M |
| 350 | 24205.56 | F | A | 5 | M |
| 351 | 25081.28 | M | S | 1 | S |
| 352 | 24682.58 | F | A | 1 | S |
| 353 | 23883.09 | F | A | 4 | M |
| 354 | 26354.08 | M | S | 5 | S |
| 355 | 25769.38 | F | A | 6 | S |
| 356 | 23533.36 | F | A | 2 | S |
| 357 | 24272.78 | F | A | 2 | S |
| 358 | 24359.69 | M | S | 1 | S |
| 359 | 23484.7 | F | A | 2 | S |
| 360 | 26526.48 | M | S | 3 | S |
| 361 | 25857.32 | M | S | 3 | S |
| 362 | 25257.98 | M | S | 1 | S |
| 363 | 25045.85 | M | S | 2 | S |
| 364 | 25017.81 | F | A | 5 | S |
| 365 | 25685.8 | M | S | 2 | S |
| 366 | 25402.17 | M | S | 4 | S |
| 367 | 26639.29 | M | S | 2 | S |
| 368 | 26479.81 | F | S | 3 | S |
| 369 | 24534.25 | F | A | 3 | S |
| 370 | 22972.64 | F | A | 1 | S |
| 371 | 25868.77 | M | S | 3 | S |
| 372 | 24823.26 | F | A | 4 | S |
| 373 | 24663.36 | F | A | 4 | S |
| 374 | 23355.99 | F | A | 1 | S |
| 375 | 25097.45 | M | S | 2 | S |
| 376 | 25380.82 | M | S | 3 | M |
| 377 | 25934.7 | M | S | 4 | S |
| 378 | 23769.03 | F | A | 4 | M |
| 379 | 25375.68 | M | S | 2 | S |
| 380 | 24985.36 | M | S | 2 | S |
| 381 | 25201.63 | M | S | 2 | S |
| 382 | 26087.42 | M | S | 3 | S |
| 383 | 25399.11 | M | S | 2 | S |
| 384 | 25425.62 | F | A | 6 | S |
| 385 | 22473.47 | M | A | 1 | S |
| 386 | 24763.59 | M | S | 2 | S |
| 387 | 24901.53 | F | A | 4 | M |
| 388 | 25731.39 | M | S | 4 | M |
| 389 | 23722.94 | F | A | 2 | S |
| 390 | 23670.12 | F | A | 3 | S |
| 391 | 21704.46 | M | A | 1 | S |
| 392 | 27974.37 | M | S | 6 | M |
| 393 | 22952.15 | F | A | 1 | S |
| 394 | 24046.85 | F | A | 3 | S |
| 395 | 25103.08 | F | A | 5 | S |
| 396 | 25590.72 | M | S | 3 | S |
| 397 | 25669.94 | M | S | 3 | S |
| 398 | 24901.66 | M | S | 2 | S |
| 399 | 25171.23 | M | S | 1 | S |
| 400 | 26781.11 | F | S | 3 | M |
| 401 | 22926.33 | F | A | 3 | M |
| 402 | 24430.37 | F | A | 3 | M |
| 403 | 25578.03 | F | A | 6 | S |
| 404 | 24578.51 | F | A | 5 | S |
| 405 | 23418.07 | F | A | 1 | S |
| 406 | 26108.44 | M | S | 4 | S |
| 407 | 24205.84 | F | A | 2 | S |
| 408 | 26544.31 | F | S | 3 | S |
| 409 | 24887.5 | M | S | 3 | S |
| 410 | 25046.03 | M | S | 4 | S |
| 411 | 23602.26 | M | S | 1 | S |
| 412 | 25124.68 | M | S | 3 | S |
| 413 | 24827.04 | M | S | 1 | S |
| 414 | 25058.12 | F | A | 5 | S |
| 415 | 24230.82 | F | A | 3 | S |
| 416 | 26037.34 | M | S | 3 | S |
| 417 | 25122.75 | F | A | 5 | S |
| 418 | 25256.03 | M | S | 2 | S |
| 419 | 23987.11 | F | A | 2 | S |
| 420 | 22004.45 | M | A | 1 | S |
| 421 | 26160.05 | M | S | 1 | S |
| 422 | 24645.5 | F | A | 5 | S |
| 423 | 26059.79 | F | S | 2 | S |
| 424 | 25727.78 | F | A | 6 | M |
| 425 | 24029.57 | F | A | 3 | S |
| 426 | 23589.86 | F | A | 2 | S |
| 427 | 25903.66 | M | S | 3 | S |
| 428 | 22796.22 | M | A | 3 | S |
| 429 | 25442.27 | F | A | 6 | M |
| 430 | 26350.78 | M | S | 5 | M |
| 431 | 24626.9 | M | S | 3 | S |
| 432 | 23488.2 | M | A | 5 | S |
| 433 | 23963.33 | F | A | 2 | S |
| 434 | 23511.4 | F | A | 1 | S |
| 435 | 25832.7 | M | S | 3 | S |
| 436 | 25116.6 | M | S | 2 | S |
| 437 | 23870.48 | F | A | 3 | S |
| 438 | 26586.27 | M | S | 2 | M |
| 439 | 22561.41 | M | A | 2 | S |
| 440 | 23272.86 | F | A | 3 | S |
| 441 | 25965.91 | M | S | 2 | S |
| 442 | 26094.96 | M | S | 3 | S |
| 443 | 23169.19 | F | A | 2 | S |
| 444 | 25043.29 | M | S | 2 | S |
| 445 | 23005.68 | F | A | 3 | S |
| 446 | 25435.12 | M | S | 3 | S |
| 447 | 24932.68 | F | A | 5 | S |
| 448 | 25609.65 | F | S | 5 | S |
| 449 | 25331.44 | M | S | 2 | S |
| 450 | 25511.21 | M | S | 4 | M |
| 451 | 23532.93 | M | A | 2 | S |
| 452 | 26178.8 | M | S | 3 | M |
| 453 | 25618.53 | M | S | 3 | S |
| 454 | 23814.42 | F | A | 3 | S |
| 455 | 24382.99 | F | A | 2 | S |
| 456 | 25689.36 | M | S | 3 | M |
| 457 | 24088.93 | F | A | 4 | S |
| 458 | 24889.87 | M | S | 2 | S |
| 459 | 25609.98 | M | S | 2 | S |
| 460 | 24693.27 | F | A | 4 | S |
| 461 | 23965.39 | F | A | 4 | S |
| 462 | 27016.34 | M | S | 4 | S |
| 463 | 24157.74 | F | A | 4 | M |
| 464 | 26679.96 | M | S | 3 | M |
| 465 | 24300.49 | F | A | 2 | S |
| 466 | 26282.26 | M | S | 4 | M |
| 467 | 25914.03 | M | S | 5 | S |
| 468 | 26662.18 | F | S | 3 | S |
| 469 | 26934.19 | F | S | 5 | M |
| 470 | 24801.23 | F | A | 5 | M |
| 471 | 24459.59 | M | S | 1 | S |
| 472 | 23635.59 | F | A | 2 | S |
| 473 | 24314.55 | F | A | 5 | M |
| 474 | 24138.83 | F | A | 2 | S |
| 475 | 26370.59 | M | S | 5 | M |
| 476 | 25262.45 | M | S | 3 | S |
| 477 | 27320.47 | M | S | 5 | S |
| 478 | 23336.67 | M | A | 4 | S |
| 479 | 23578.11 | F | A | 3 | S |
| 480 | 25362.9 | F | A | 6 | S |
| 481 | 27329.06 | F | S | 3 | M |
| 482 | 24239.22 | M | S | 2 | S |
| 483 | 27268.72 | F | S | 3 | M |
| 484 | 26101.4 | M | S | 5 | M |
| 485 | 26331.84 | F | S | 3 | M |
| 486 | 23463.24 | F | A | 1 | S |
| 487 | 25908.09 | M | S | 3 | S |
| 488 | 26045.34 | M | S | 4 | S |
| 489 | 23657.07 | F | A | 2 | S |
| 490 | 24342.39 | M | S | 1 | S |
| 491 | 23856.98 | F | A | 3 | S |
| 492 | 22296.39 | M | A | 1 | S |
| 493 | 24211.18 | F | A | 3 | S |
| 494 | 25714.41 | M | S | 3 | S |
| 495 | 24034.16 | M | S | 2 | S |
| 496 | 24231.14 | F | A | 3 | S |
| 497 | 23634.65 | M | A | 3 | S |
| 498 | 25019.24 | F | A | 5 | M |
| 499 | 24553.83 | F | A | 3 | M |
| 500 | 24895.95 | M | S | 2 | S |
| 501 | 22266.38 | F | A | 3 | S |
| 502 | 25883.55 | M | S | 5 | M |
| 503 | 24781.94 | M | S | 3 | S |
| 504 | 25378.23 | F | A | 5 | S |
| 505 | 23231.13 | F | A | 2 | S |
| 506 | 23921.25 | F | A | 2 | S |
| 507 | 25367.63 | M | S | 3 | M |
| 508 | 24623.22 | F | A | 2 | S |
| 509 | 23748.6 | F | A | 3 | S |
| 510 | 24444.42 | F | A | 5 | S |
| 511 | 22494.87 | F | A | 1 | S |
| 512 | 23728.5 | F | A | 2 | S |
| 513 | 26523.31 | M | S | 3 | S |
| 514 | 24630.64 | F | A | 6 | M |
| 515 | 23764.64 | F | A | 3 | S |
| 516 | 25427.93 | M | S | 2 | S |
| 517 | 24354.48 | M | S | 1 | S |
| 518 | 24803.08 | M | S | 1 | S |
| 519 | 25807.37 | M | S | 3 | S |
| 520 | 25880.5 | M | S | 3 | M |
| 521 | 28057.07 | M | S | 5 | S |
| 522 | 24430.73 | F | A | 2 | S |
| 523 | 25965.9 | M | S | 3 | S |
| 524 | 24226.44 | F | A | 5 | M |
| 525 | 26363.72 | M | S | 4 | M |
| 526 | 24347.75 | F | A | 4 | M |
| 527 | 24992.99 | M | S | 2 | S |
| 528 | 24489.5 | F | A | 3 | M |
| 529 | 23367.12 | F | A | 1 | S |
| 530 | 24592.07 | F | A | 3 | M |
| 531 | 24431.68 | F | A | 2 | S |
| 532 | 25785.63 | M | S | 2 | S |
| 533 | 23538.35 | F | A | 3 | S |
| 534 | 24112.55 | F | A | 4 | M |
| 535 | 25606.26 | F | S | 3 | S |
| 536 | 27073.22 | F | S | 4 | S |
| 537 | 26589.61 | M | S | 4 | S |
| 538 | 23631.71 | F | A | 3 | S |
| 539 | 24269.6 | F | A | 5 | S |
| 540 | 25479.61 | M | S | 2 | S |
| 541 | 24712.43 | F | A | 4 | S |
| 542 | 26171.33 | M | S | 4 | S |
| 543 | 25646.67 | M | S | 3 | M |
| 544 | 25569.78 | F | S | 2 | S |
| 545 | 24645.5 | F | A | 5 | M |
| 546 | 27119.76 | M | S | 3 | S |
| 547 | 25088.3 | F | A | 5 | S |
| 548 | 26647.22 | M | S | 4 | M |
| 549 | 24453.92 | F | A | 4 | S |
| 550 | 22596.1 | M | A | 4 | S |
| 551 | 23285.17 | F | A | 2 | S |
| 552 | 25907.19 | M | S | 2 | S |
| 553 | 24596.35 | M | S | 1 | S |
| 554 | 26251.58 | F | S | 2 | S |
| 555 | 26091.07 | M | S | 3 | S |
| 556 | 25621.54 | M | S | 1 | S |
| 557 | 26180.3 | F | S | 2 | S |
| 558 | 23022.95 | F | A | 2 | S |
| 559 | 22905.46 | M | A | 2 | S |
| 560 | 24096.86 | F | A | 2 | S |
| 561 | 25249.73 | M | S | 2 | S |
| 562 | 25713.3 | M | S | 2 | S |
| 563 | 24223.51 | F | A | 5 | S |
| 564 | 23606.98 | F | A | 2 | S |
| 565 | 24957.34 | M | S | 3 | M |
| 566 | 25510.22 | M | S | 2 | S |
| 567 | 25250.86 | F | A | 5 | S |
| 568 | 23173.27 | F | A | 3 | S |
| 569 | 24837.29 | F | A | 4 | M |
| 570 | 26301.97 | M | S | 4 | M |
| 571 | 23790.03 | F | A | 2 | S |
| 572 | 24085.01 | F | A | 3 | S |
| 573 | 24009.29 | F | A | 3 | S |
| 574 | 26019.92 | M | S | 4 | M |
| 575 | 22673.19 | M | A | 3 | M |
| 576 | 22911.97 | F | A | 3 | S |
| 577 | 24270.84 | F | A | 2 | S |
| 578 | 23212.46 | F | A | 2 | S |
| 579 | 24480.03 | F | A | 3 | S |
| 580 | 24428.77 | F | A | 3 | S |
| 581 | 26793.6 | M | S | 3 | S |
| 582 | 27219.6 | F | S | 3 | S |
| 583 | 26221.92 | M | S | 5 | S |
| 584 | 27015.44 | F | S | 3 | S |
| 585 | 23075.04 | F | A | 1 | S |
| 586 | 22908.49 | M | A | 2 | M |
| 587 | 25841.61 | M | S | 4 | M |
| 588 | 26701.61 | M | S | 5 | S |
| 589 | 25537.14 | M | A | 6 | M |
| 590 | 24803.31 | M | S | 1 | S |
| 591 | 23177.92 | F | A | 1 | S |
| 592 | 25239.91 | M | S | 1 | S |
| 593 | 22970.17 | F | A | 3 | S |
| 594 | 23156.5 | F | A | 1 | S |
| 595 | 22477.17 | F | A | 1 | S |
| 596 | 23888.98 | F | A | 3 | S |
| 597 | 25827.34 | M | S | 4 | S |
| 598 | 25318.29 | M | S | 4 | S |
| 599 | 24034.28 | F | A | 3 | S |
| 600 | 24367.55 | F | A | 3 | S |
| 601 | 25568.58 | M | S | 2 | S |
| 602 | 25289.56 | M | S | 2 | S |
| 603 | 27269.68 | M | S | 5 | S |
| 604 | 24599.22 | F | A | 4 | S |
| 605 | 23378.62 | M | A | 4 | S |
| 606 | 23549.23 | F | A | 2 | S |
| 607 | 23883.37 | F | A | 4 | S |
| 608 | 26321.19 | F | A | 6 | S |
| 609 | 23406 | F | A | 2 | S |
| 610 | 26647.72 | M | S | 3 | S |
| 611 | 23534.33 | F | A | 4 | S |
| 612 | 24342.43 | F | A | 3 | S |
| 613 | 24803.11 | F | A | 6 | M |
| 614 | 25240.04 | F | A | 5 | S |
| 615 | 27674.18 | M | S | 5 | M |
| 616 | 27124.67 | M | S | 4 | S |
| 617 | 22849.88 | M | A | 1 | S |
| 618 | 24214.68 | F | A | 3 | S |
| 619 | 24544.32 | M | A | 1 | S |
| 620 | 25933.68 | M | S | 4 | S |
| 621 | 24138.75 | F | A | 3 | S |
| 622 | 25316.59 | M | S | 2 | S |
| 623 | 25382.92 | F | S | 5 | S |
| 624 | 25559.63 | M | S | 3 | S |
| 625 | 23105.32 | F | A | 1 | S |
| 626 | 24859.96 | F | A | 4 | S |
| 627 | 23466.22 | F | A | 3 | S |
| 628 | 25138.78 | M | S | 2 | S |
| 629 | 25881.95 | M | S | 3 | S |
| 630 | 28014.31 | M | S | 6 | M |
| 631 | 24874.99 | F | A | 5 | M |
| 632 | 22171.43 | M | A | 1 | S |
| 633 | 25982.29 | M | S | 2 | S |
| 634 | 23123.12 | M | A | 2 | S |
| 635 | 24624.71 | F | A | 3 | S |
| 636 | 24574.82 | F | A | 3 | S |
| 637 | 25113.61 | M | S | 3 | S |
| 638 | 24899.33 | F | A | 4 | S |
| 639 | 24587.86 | M | S | 2 | M |
| 640 | 23549.72 | F | A | 2 | S |
| 641 | 26560.77 | F | S | 3 | S |
| 642 | 26968.13 | M | S | 4 | S |
| 643 | 24360.59 | F | A | 5 | S |
| 644 | 25618.75 | M | S | 2 | S |
| 645 | 25712.26 | F | S | 2 | S |
| 646 | 23967.73 | F | A | 3 | S |
| 647 | 22988.57 | F | A | 1 | S |
| 648 | 23753.05 | F | A | 3 | S |
| 649 | 22789.92 | F | A | 1 | S |
| 650 | 25217.77 | M | S | 2 | S |
| 651 | 23254.7 | M | A | 5 | M |
| 652 | 23959.6 | M | S | 1 | S |
| 653 | 24750.04 | M | S | 2 | S |
| 654 | 27642.1 | F | S | 3 | S |
| 655 | 26991.6 | M | S | 5 | S |
| 656 | 23576.08 | F | A | 3 | S |
| 657 | 24041.88 | F | A | 2 | S |
| 658 | 24408.56 | F | A | 3 | S |
| 659 | 26259.3 | M | S | 4 | S |
| 660 | 23857.74 | F | A | 2 | S |
| 661 | 23549.23 | F | A | 2 | S |
| 662 | 24471.57 | F | A | 4 | M |
| 663 | 26150.74 | M | S | 3 | S |
| 664 | 27612.11 | M | S | 5 | S |
| 665 | 24808.55 | F | A | 4 | S |
| 666 | 25903.71 | M | S | 2 | S |
| 667 | 24398.67 | F | A | 3 | S |
| 668 | 25422.27 | F | A | 5 | M |
| 669 | 22941.93 | F | A | 3 | S |
| 670 | 26221.23 | F | S | 3 | S |
| 671 | 23847.42 | F | A | 3 | S |
| 672 | 24835.62 | M | S | 2 | S |
| 673 | 26654.55 | M | S | 4 | M |
| 674 | 25560.98 | M | S | 2 | S |
| 675 | 25301.64 | M | S | 1 | S |
| 676 | 23779.51 | F | A | 2 | S |
| 677 | 25738.98 | M | S | 1 | S |
| 678 | 23081.17 | M | A | 2 | S |
| 679 | 23584.23 | F | A | 2 | S |
| 680 | 26217.31 | M | S | 4 | S |
| 681 | 26441.48 | M | S | 3 | S |
| 682 | 26861.14 | F | S | 3 | S |
| 683 | 25717 | M | S | 2 | S |
| 684 | 27113.04 | F | S | 3 | S |
| 685 | 26087.5 | F | S | 5 | S |
| 686 | 25214.3 | F | A | 5 | M |
| 687 | 25628.09 | M | S | 3 | S |
| 688 | 25280.76 | F | A | 5 | S |
| 689 | 25543.4 | M | S | 3 | S |
| 690 | 27846.64 | F | S | 3 | S |
| 691 | 24449 | M | S | 1 | S |
| 692 | 25558.22 | M | S | 3 | S |
| 693 | 22654.14 | F | A | 3 | S |
| 694 | 23439.52 | F | A | 3 | M |
| 695 | 25209.16 | M | S | 3 | S |
| 696 | 25809.51 | M | S | 3 | M |
| 697 | 23923.66 | F | A | 1 | S |
| 698 | 23608.92 | F | A | 2 | S |
| 699 | 25417.09 | M | S | 3 | S |
| 700 | 26594.93 | M | S | 4 | S |
| 701 | 23813.14 | F | A | 2 | S |
| 702 | 24387.61 | F | A | 5 | M |
| 703 | 23836.7 | M | A | 3 | S |
| 704 | 23588.97 | F | A | 2 | S |
| 705 | 24479.47 | M | S | 2 | S |
| 706 | 25153.24 | M | S | 2 | S |
| 707 | 23132.38 | F | A | 2 | S |
| 708 | 24541.48 | F | A | 4 | S |
| 709 | 25389.75 | M | S | 3 | M |
| 710 | 23692.96 | F | A | 2 | S |
| 711 | 26439.1 | M | S | 4 | S |
| 712 | 24261.94 | F | A | 3 | M |
| 713 | 26365.64 | M | S | 4 | M |
| 714 | 25943.96 | F | S | 2 | S |
| 715 | 25020.41 | M | S | 2 | S |
| 716 | 25916.23 | M | S | 2 | S |
| 717 | 24468.43 | F | A | 3 | S |
| 718 | 24542.95 | M | S | 1 | S |
| 719 | 24243.72 | F | A | 5 | S |
| 720 | 22359.92 | M | A | 2 | S |
| 721 | 26271.34 | F | S | 3 | S |
| 722 | 26027.3 | M | S | 2 | S |
| 723 | 26331.76 | M | S | 3 | M |
| 724 | 24605.16 | F | A | 3 | S |
| 725 | 25432.91 | M | S | 4 | M |
| 726 | 24138.23 | F | A | 4 | S |
| 727 | 25779.86 | M | S | 2 | S |
| 728 | 24849.29 | M | A | 6 | S |
| 729 | 23792.17 | F | A | 2 | S |
| 730 | 25912.59 | M | S | 4 | S |
| 731 | 24473.22 | F | A | 4 | M |
| 732 | 25859.29 | M | S | 2 | S |
| 733 | 23756.91 | F | A | 2 | S |
| 734 | 24324.61 | F | A | 3 | S |
| 735 | 25349.39 | M | S | 2 | S |
| 736 | 24957.86 | F | A | 5 | S |
| 737 | 26730.94 | M | S | 5 | S |
| 738 | 27168.74 | M | S | 6 | M |
| 739 | 24608.7 | F | A | 4 | M |
| 740 | 25583.84 | F | A | 6 | M |
| 741 | 27083.02 | M | S | 5 | S |
| 742 | 25336.25 | M | S | 3 | S |
| 743 | 26866.56 | F | S | 4 | M |
| 744 | 24140.22 | F | A | 3 | S |
| 745 | 24153.46 | F | A | 3 | S |
| 746 | 23409.05 | F | A | 2 | S |
| 747 | 27908.26 | M | S | 6 | M |
| 748 | 26140.17 | M | S | 4 | S |
| 749 | 25380.14 | M | S | 2 | S |
| 750 | 25915.14 | M | S | 3 | S |
| 751 | 26460.55 | M | S | 3 | M |
| 752 | 25164.17 | M | S | 2 | S |
| 753 | 25943.16 | F | S | 2 | S |
| 754 | 26305 | M | S | 5 | S |
| 755 | 24946.16 | F | A | 5 | M |
| 756 | 25601.62 | M | S | 3 | S |
| 757 | 22808.7 | M | A | 2 | S |
| 758 | 23463.84 | F | A | 1 | S |
| 759 | 26144.24 | M | S | 2 | S |
| 760 | 26387.23 | M | S | 3 | S |
| 761 | 25882.6 | M | S | 2 | S |
| 762 | 24789.89 | F | A | 3 | M |
| 763 | 24559.54 | F | A | 4 | S |
| 764 | 25109.8 | F | A | 5 | S |
| 765 | 23512.17 | F | A | 3 | S |
| 766 | 25193.96 | F | A | 5 | S |
| 767 | 27896.59 | M | S | 6 | M |
| 768 | 25335.84 | M | S | 2 | S |
| 769 | 24401.52 | M | S | 1 | S |
| 770 | 22928.53 | F | A | 3 | S |
| 771 | 26118.59 | M | S | 3 | S |
| 772 | 24977.4 | F | A | 5 | S |
| 773 | 22698.25 | F | A | 1 | S |
| 774 | 25131.25 | M | S | 2 | S |
| 775 | 26643.38 | M | S | 6 | S |
| 776 | 23186.31 | F | A | 1 | S |
| 777 | 23915.5 | M | A | 4 | S |
| 778 | 25538.54 | M | S | 2 | S |
| 779 | 24091.8 | F | A | 4 | M |
| 780 | 25033.76 | M | S | 2 | S |
| 781 | 26411.53 | M | S | 5 | S |
| 782 | 24823.41 | M | S | 1 | S |
| 783 | 25294.03 | M | S | 2 | S |
| 784 | 26454.97 | M | S | 4 | M |
| 785 | 24272.69 | F | A | 2 | S |
| 786 | 25830.4 | M | S | 4 | S |
| 787 | 23747.01 | F | A | 2 | S |
| 788 | 25291.84 | M | S | 2 | S |
| 789 | 26452.14 | M | S | 4 | S |
| 790 | 23001.65 | M | A | 3 | S |
| 791 | 25697.53 | M | S | 5 | S |
| 792 | 23434.79 | F | A | 2 | S |
| 793 | 24151.34 | F | A | 2 | S |
| 794 | 25546.98 | M | S | 3 | S |
| 795 | 25380.85 | M | S | 2 | S |
| 796 | 26948.67 | F | S | 4 | M |
| 797 | 24291.73 | F | A | 2 | M |
| 798 | 24499.97 | F | A | 3 | M |
| 799 | 26655.41 | M | S | 6 | M |
| 800 | 26018.93 | M | S | 3 | S |
| 801 | 22490 | F | A | 1 | S |
| 802 | 25690.98 | M | S | 4 | S |
| 803 | 25892.73 | M | S | 3 | S |
| 804 | 24428.48 | M | S | 1 | S |
| 805 | 24563.18 | M | S | 1 | S |
| 806 | 24212.06 | F | A | 4 | M |
| 807 | 27243.77 | M | S | 6 | M |
| 808 | 23967.2 | F | A | 2 | S |
| 809 | 23897.84 | F | A | 3 | S |
| 810 | 25024.1 | M | S | 3 | S |
| 811 | 25619.68 | M | S | 3 | S |
| 812 | 23095.18 | M | A | 5 | M |
| 813 | 26515.97 | M | S | 3 | S |
| 814 | 25421.77 | M | S | 2 | S |
| 815 | 24583.02 | M | S | 1 | S |
| 816 | 26609.2 | M | S | 4 | S |
| 817 | 25044.08 | F | A | 5 | S |
| 818 | 22759.97 | M | A | 3 | S |
| 819 | 23928.22 | F | A | 3 | S |
| 820 | 23156.95 | F | A | 2 | S |
| 821 | 25301.6 | F | A | 5 | S |
| 822 | 25609.8 | M | S | 2 | S |
| 823 | 24773.58 | M | S | 1 | S |
| 824 | 24217.21 | F | A | 3 | S |
| 825 | 25824.82 | M | S | 4 | S |
| 826 |
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