CT-M4
Critical Thinking Assignment
This assignment is about ordinal/categorical, continuous, and dichotomous variables. Using the
Gestation Demographics SEU dataset that is located in the tabs at the bottom of the Framingham dataset provided, perform the following problems using R Studio or Excel.
1. Create a simple distribution graph (histogram) where we will explore the age of women after giving birth to their first child. Remember that a histogram consists of parallel vertical bars that show the frequency distribution of a quantitative variable in the graph. See the example in Introductory Statistics with R on the EXCEL statistics quick guide (see attachment). The area of each bar is equal to the frequency of items found in each class.
2. Determine the mean of the age of the women in the Gestation Demographics SEU dataset.
3. We will be testing the hypothesis that assumes the mean age ( = 0) for women is 37 years in the Gestation Demographics SEU dataset.
H0 The mean age of women giving birth is 37 years old. (Null Hypothesis)
H1 The mean age of women giving birth is not 37 years old. (Alternative Hypothesis)
Present your findings in a Word document, by copying and pasting the histogram into the document. After your analysis state whether you accept or reject the null hypothesis and your reasoning why. Always use a title page, an introduction, a discussion where you interpret the meaning of the histogram, and a conclusion should be included. Your submission should be 3-4 pages to discuss and display your findings.
Provide support for your statements with in-text citations from a minimum of two scholarly, peer-reviewed articles. One of these sources may be from the class readings, textbook, or lectures, but the others must be external.
Follow APA writing standards.
to your instructor for grading. Framingham Heart Study
SEX RANDID TOTCHOL AGE SYSBP DIABP CURSMOKE CIGPDAY BMI DIABETES BPMEDS HEARTRTE GLUCOSE PREVCHD PREVAP PREVMI PREVSTRK PREVHYP TIME PERIOD HDLC LDLC DEATH ANGINA HOSPMI MI_FCHD ANYCHD STROKE CVD HYPERTEN TIMEAP TIMEMI TIMEMIFC TIMECHD TIMESTRK TIMECVD TIMEDTH TIMEHYP
1 2448 195 39 106 70 0 0 26.97 0 0 80 77 0 0 0 0 0 0 1 0 0 1 1 1 0 1 0 8766 6438 6438 6438 8766 6438 8766 8766
2 6238 250 46 121 81 0 0 28.73 0 0 95 76 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 6238 260 52 105 69.5 0 0 29.43 0 0 80 86 0 0 0 0 0 2156 2 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 6238 237 58 108 66 0 0 28.5 0 0 80 71 0 0 0 0 0 4344 3 54 141 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
1 9428 245 48 127.5 80 1 20 25.34 0 0 75 70 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
1 9428 283 54 141 89 1 30 25.34 0 0 75 87 0 0 0 0 0 2199 2 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 10552 225 61 150 95 1 30 28.58 0 0 65 103 0 0 0 0 1 0 1 1 0 0 0 0 1 1 1 2956 2956 2956 2956 2089 2089 2956 0
2 10552 232 67 183 109 1 20 30.18 0 0 60 89 0 0 0 0 1 1977 2 1 0 0 0 0 1 1 1 2956 2956 2956 2956 2089 2089 2956 0
2 11252 285 46 130 84 1 23 23.1 0 0 85 85 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 4285
2 11252 343 51 109 77 1 30 23.48 0 0 90 72 0 0 0 0 0 2072 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 4285
2 11263 228 43 180 110 0 0 30.3 0 0 77 99 0 0 0 0 1 0 1 0 0 0 1 1 0 1 1 8766 8766 5719 5719 8766 5719 8766 0
2 11263 230 49 177 102 0 0 31.36 0 1 120 86 0 0 0 0 1 2178 2 0 0 0 1 1 0 1 1 8766 8766 5719 5719 8766 5719 8766 0
2 11263 220 55 180 106 0 0 31.17 1 1 86 81 0 0 0 0 1 4351 3 46 135 0 0 0 1 1 0 1 1 8766 8766 5719 5719 8766 5719 8766 0
2 12629 205 63 138 71 0 0 33.11 0 0 60 85 0 0 0 0 0 0 1 0 1 0 0 1 0 0 1 373 8766 8766 373 8766 8766 8766 2212
2 12629 220 70 149 81 0 0 36.76 0 0 80 98 1 1 0 0 1 2212 2 0 1 0 0 1 0 0 1 373 8766 8766 373 8766 8766 8766 2212
2 12806 313 45 100 71 1 20 21.68 0 0 79 78 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 8679
2 12806 320 57 110 46 1 30 22.02 0 0 75 87 0 0 0 0 0 4289 3 34 286 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 8679
1 14367 260 52 141.5 89 0 0 26.36 0 0 76 79 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 14367 292 58 132 90 0 0 25.39 0 0 85 81 0 0 0 0 1 2293 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 14367 280 64 168 100 0 0 25.72 0 0 92 82 0 0 0 0 1 4438 3 44 236 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 16365 225 43 162 107 1 30 23.61 0 0 93 88 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 16365 258 49 147 102 0 0 27.5 0 1 75 74 0 0 0 0 1 2191 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 16365 211 55 173 123 0 0 29.11 0 1 75 85 0 0 0 0 1 4368 3 48 163 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
2 16799 254 50 133 76 0 0 22.91 0 0 75 76 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 19304 247 43 131 88 0 0 27.64 0 0 72 61 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
1 20375 294 46 142 94 1 15 26.31 0 0 98 64 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 20375 288 52 165 92 1 10 26.44 0 0 105 71 0 0 0 0 1 2277 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
2 23727 332 41 124 88 0 0 31.31 0 1 65 84 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 5592 5592 5592 5592 5592 5592 5592 0
2 23727 225 47 120 80 0 0 27.98 0 1 75 74 0 0 0 0 1 2287 2 1 0 0 0 0 0 0 1 5592 5592 5592 5592 5592 5592 5592 0
2 23727 159 53 124 78 0 0 26.62 0 0 68 135 0 0 0 0 1 4503 3 53 106 1 0 0 0 0 0 0 1 5592 5592 5592 5592 5592 5592 5592 0
2 24721 196 46 136 89 1 50 21.24 0 0 110 76 0 0 0 0 0 2268 2 1 0 0 0 0 0 0 1 6411 6411 6411 6411 6411 6411 6411 4408
2 24721 264 51 141 81 1 15 24.77 0 0 85 97 0 0 0 0 1 4408 3 58 206 1 0 0 0 0 0 0 1 6411 6411 6411 6411 6411 6411 6411 4408
2 30928 221 38 140 90 1 20 21.35 0 0 95 70 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 146 146 146 146 146 146 146 0
1 33077 232 48 138 90 1 10 22.37 0 0 64 72 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 33077 215 60 144.5 80 1 10 22.96 0 0 57 91 0 0 0 0 1 4383 3 62 135 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
2 33555 291 46 112 78 1 20 23.38 0 0 80 89 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1442 1442 1442 1442 1442 1442 1442 1442
2 34689 195 38 122 84.5 1 5 23.24 0 0 75 78 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 2157
2 34689 265 44 139 95 1 7 30.05 0 1 90 80 0 0 0 0 1 2157 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 2157
2 34689 212 49 163 96 1 10 31.45 0 0 82 84 0 0 0 0 1 4289 3 40 172 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 2157
1 36459 195 41 139 88 0 0 26.88 0 0 85 65 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 1469
1 36459 201 47 160 101 0 0 26.28 0 0 90 69 0 0 0 0 1 2159 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 1469
1 36459 162 53 152.5 101 0 0 26.43 0 0 105 78 0 0 0 0 1 4411 3 31 91 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 1469
2 40435 190 42 108 70.5 1 30 21.59 0 0 72 85 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5933
2 40435 244 48 122 77.5 1 60 21.77 0 0 75 89 0 0 0 0 0 2198 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5933
2 40435 226 54 126 75 1 40 21.59 0 0 85 102 0 0 0 0 0 4372 3 84 142 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5933
2 43522 270 49 127 84 0 0 34.55 0 0 65 85 0 0 0 0 0 2225 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5226
2 43770 234 52 148 78 0 0 34.17 0 0 70 113 0 0 0 0 0 0 1 1 0 1 1 1 0 1 1 6410 6384 6384 6384 6410 6384 6410 723
2 43770 272 58 162 78 0 0 33.29 1 0 60 123 0 0 0 0 1 2198 2 1 0 1 1 1 0 1 1 6410 6384 6384 6384 6410 6384 6410 723
2 43770 283 64 159 69 0 0 32.93 1 0 70 230 0 0 0 0 1 4375 3 45 238 1 0 1 1 1 0 1 1 6410 6384 6384 6384 6410 6384 6410 723
2 45464 215 52 132 82 1 20 25.11 0 0 71 75 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 2177
2 45464 256 58 151 86 1 20 22.73 0 0 80 93 0 0 0 0 1 2177 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 2177
2 45464 236 64 150 89 1 20 24.01 0 0 90 80 0 0 0 0 1 4368 3 93 143 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 2177
1 47561 270 44 137.5 90 1 30 21.96 0 0 75 83 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 47561 300 50 134 88 1 35 23.81 0 0 80 82 0 0 0 0 1 2041 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 47561 290 56 132 70 1 40 22.73 0 0 100 90 0 0 0 0 1 4071 3 54 236 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 54224 294 47 102 68 1 20 24.18 0 0 62 66 0 0 0 0 0 0 1 1 0 1 1 1 0 1 0 430 430 430 430 430 430 430 430
2 55965 256 66 126 82 0 0 25.43 0 0 60 77 0 0 0 0 0 2214 2 0 1 0 0 1 0 0 1 8297 8766 8766 8297 8766 8766 8766 7951
2 55965 298 72 109 60 0 0 26.2 0 0 80 100 0 0 0 0 0 4438 3 38 260 0 1 0 0 1 0 0 1 8297 8766 8766 8297 8766 8766 8766 7951
1 63156 225 35 132 91 1 20 26.09 0 0 73 83 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 63156 233 41 123 82 1 20 25.01 0 0 75 67 0 0 0 0 1 2099 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 63156 240 47 131 90 0 0 26.77 0 0 70 76 0 0 0 0 1 4248 3 40 200 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
2 63221 272 61 182 121 0 0 32.8 0 0 85 65 0 0 0 0 1 0 1 1 0 0 1 1 0 1 1 168 168 168 168 168 168 168 0
2 66472 247 60 130 88 0 0 30.36 0 0 72 74 0 0 0 0 0 0 1 1 0 0 0 0 1 1 1 8423 8423 8423 8423 8085 8085 8423 1463
2 66472 248 66 135 75 0 0 30.16 0 0 76 76 0 0 0 0 1 2174 2 1 0 0 0 0 1 1 1 8423 8423 8423 8423 8085 8085 8423 1463
2 66472 249 72 157 87 0 0 29.55 1 0 65 73 0 0 0 0 1 4347 3 78 171 1 0 0 0 0 1 1 1 8423 8423 8423 8423 8085 8085 8423 1463
1 67905 295 36 102 68 1 35 28.15 0 0 60 63 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 2954
1 67905 292 42 126 90 1 35 29.84 0 0 55 65 0 0 0 0 0 2212 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 2954
1 67905 300 48 125 83 0 0 34.34 0 0 58 96 0 0 0 0 1 4424 3 47 253 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 2954
1 68194 226 43 115 85.5 1 43 27.57 0 0 75 75 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 6199
1 68194 232 49 123 86 1 40 27.86 0 0 75 66 0 0 0 0 0 2198 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 6199
1 68194 206 55 129 85 1 50 26.4 0 0 84 69 0 0 0 0 0 4374 3 47 159 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 6199
1 68397 227 40 125 90 0 0 23.62 0 0 86 79 1 1 1 0 0 0 1 0 1 1 1 1 0 0 1 0 0 0 0 8766 8766 8766 785
1 68397 296 46 118 90 1 10 23.34 0 60 78 1 1 1 0 1 2222 2 0 1 1 1 1 0 0 1 0 0 0 0 8766 8766 8766 785
1 68397 320 53 148 89 1 8 22.78 0 0 80 110 1 1 1 0 1 4564 3 42 278 0 1 1 1 1 0 0 1 0 0 0 0 8766 8766 8766 785
2 69134 209 59 150 85 0 0 20.77 0 0 90 88 0 0 0 0 1 0 1 1 0 0 0 0 1 1 1 1047 1047 1047 1047 724 724 1047 0
1 70948 175 61 134 82.5 1 5 18.59 0 0 72 75 0 0 0 0 0 0 1 1 1 0 0 1 0 0 1 2577 6948 6948 2577 6948 6948 6948 1451
1 70948 207 67 133 74 1 20 17.65 0 0 75 74 0 0 0 0 1 2224 2 1 1 0 0 1 0 0 1 2577 6948 6948 2577 6948 6948 6948 1451
1 70948 283 73 145 85 1 3 17.28 0 0 88 80 1 1 0 0 1 4317 3 65 218 1 1 0 0 1 0 0 1 2577 6948 6948 2577 6948 6948 6948 1451
1 76273 235 62 125 74.5 0 0 25.9 0 0 65 73 1 1 0 0 0 0 1 1 1 0 0 1 0 0 0 0 1417 1417 0 1417 1417 1417 1417
1 77492 214 54 147 74 1 20 24.71 0 0 96 87 0 0 0 0 1 0 1 1 0 0 1 1 0 1 1 5839 5839 5839 5839 5839 5839 5839 0
1 77492 230 59 141 63 0 0 22.33 0 0 65 75 0 0 0 0 1 2132 2 1 0 0 1 1 0 1 1 5839 5839 5839 5839 5839 5839 5839 0
1 82188 225 37 124.5 92.5 0 0 38.53 0 0 95 83 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 82188 244 43 156 109 0 0 38.53 0 0 85 67 0 0 0 0 1 2163 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 82188 226 49 190 123 0 0 45.43 0 1 100 73 0 0 0 0 1 4303 3 34 192 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 82425 257 56 153.5 102 0 0 28.09 0 0 72 75 0 0 0 0 0 0 1 0 0 0 0 0 1 1 1 8766 8766 8766 8766 7722 7722 8766 751
1 82425 281 61 177 107 0 0 29.86 0 0 75 77 0 0 0 0 1 2163 2 0 0 0 0 0 1 1 1 8766 8766 8766 8766 7722 7722 8766 751
1 82425 226 67 157 95 0 0 29.86 0 0 88 99 0 0 0 0 1 4338 3 61 165 0 0 0 0 0 1 1 1 8766 8766 8766 8766 7722 7722 8766 751
1 83398 178 52 160 98 0 0 40.11 1 0 75 225 0 0 0 0 1 0 1 1 0 0 0 0 1 1 1 6269 6269 6269 6269 5488 5488 6269 0
1 83398 155 58 173 90 0 0 36.88 1 0 72 200 0 0 0 0 1 2205 2 1 0 0 0 0 1 1 1 6269 6269 6269 6269 5488 5488 6269 0
2 84815 233 42 153 101 1 1 28.93 0 0 60 90 0 0 0 0 1 0 1 0 0 0 0 0 1 1 1 8766 8766 8766 8766 8702 8702 8766 0
2 84815 246 54 202 111 1 3 26.63 0 0 63 80 0 0 0 0 1 4429 3 41 205 0 0 0 0 0 1 1 1 8766 8766 8766 8766 8702 8702 8766 0
1 87124 180 36 111 73 0 0 27.78 0 0 71 80 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
1 87124 205 42 112 80 0 0 28.08 0 0 65 81 0 0 0 0 0 2176 2 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 90705 243 43 116.5 80 1 10 26.87 0 0 68 78 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 90705 180 48 118.5 79 1 15 30.34 0 0 75 91 0 0 0 0 0 2086 2 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 90705 216 54 100 75 1 16 29.82 0 0 70 68 0 0 0 0 0 4185 3 30 186 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 94510 237 41 122 78 1 1 23.28 0 0 75 74 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 94510 236 47 117 82 1 1 23.65 0 0 85 92 0 0 0 0 0 2203 2 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 94510 293 53 127 77 1 3 25.68 0 0 90 115 0 0 0 0 0 4366 3 52 241 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 95148 268 58 135 75 0 0 26.55 0 1 75 105 0 0 0 0 1 2128 2 1 1 1 1 1 0 1 1 3607 3607 3607 3607 6524 3607 6524 0
1 95182 195 54 132 83.5 0 0 26.21 0 0 75 100 0 0 0 0 0 0 1 0 1 0 0 1 0 1 1 6243 8766 8766 6243 8766 6243 8766 727
1 95182 198 60 133 77 0 0 25.58 0 0 80 74 0 0 0 0 1 2162 2 0 1 0 0 1 0 1 1 6243 8766 8766 6243 8766 6243 8766 727
1 95182 176 66 139 72 0 0 27 0 0 74 77 0 0 0 0 1 4284 3 26 150 0 1 0 0 1 0 1 1 6243 8766 8766 6243 8766 6243 8766 727
2 95541 311 53 206 92 0 0 21.51 1 1 76 215 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 2697 2697 2697 2697 2697 2697 2697 0
2 95541 281 59 160 80 0 0 22.52 1 1 80 269 0 0 0 0 1 2081 2 1 0 0 0 0 0 0 1 2697 2697 2697 2697 2697 2697 2697 0
2 97026 208 49 96 63 0 0 20.68 0 0 65 98 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 97026 242 55 112 70 0 0 20.64 0 0 75 107 0 0 0 0 0 2114 2 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 97026 206 61 112 80 0 0 21.96 0 63 138 0 0 0 0 0 4263 3 84 102 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 97895 252 65 179.5 114 0 0 30.47 0 0 90 87 0 0 0 0 1 0 1 1 0 0 1 1 1 1 1 5973 5973 5973 5819 5735 5735 5973 0
1 98536 261 46 119 77.5 1 20 23.59 0 0 75 74 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 6734
1 98536 248 52 124 80 1 20 23.45 0 0 75 71 0 0 0 0 0 2163 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 6734
1 98536 241 58 135 70 1 30 25.68 0 0 90 93 0 0 0 0 0 4285 3 41 200 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 6734
2 100722 179 63 116 69 1 40 22.15 0 0 95 75 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1881 1881 1881 1881 1881 1881 1881 1881
1 101990 194 36 139 93 1 20 24.33 0 80 62 0 0 0 0 1 0 1 1 1 1 1 1 0 1 1 5880 8312 8312 5745 8312 5745 8312 0
1 101990 248 43 152 105 1 30 25.27 0 0 70 86 0 0 0 0 1 2401 2 1 1 1 1 1 0 1 1 5880 8312 8312 5745 8312 5745 8312 0
1 101990 230 49 142 90.5 1 35 24.33 0 0 70 61 0 0 0 0 1 4521 3 30 200 1 1 1 1 1 0 1 1 5880 8312 8312 5745 8312 5745 8312 0
2 110542 267 63 156.5 92.5 1 3 27.1 0 0 60 79 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 3315 3315 3315 3315 3315 3315 3315 0
2 110542 290 70 198 105 1 3 26.93 0 1 65 76 0 0 0 0 1 2277 2 1 0 0 0 0 0 0 1 3315 3315 3315 3315 3315 3315 3315 0
1 111019 216 51 112 66 0 0 23.47 0 0 90 95 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 8766 8766 8766 8766 8766 8766 8766 8766
2 112297 237 47 130 78 1 20 19.66 0 0 80 75 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5977
2 112297 324 53 139 88.5 1 30 20.56 0 0 80 61 0 0 0 0 0 2155 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5977
2 112297 251 59 132 77 1 20 19.3 0 0 82 76 0 0 0 0 0 4433 3 53 197 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5977
2 112469 240 62 145 82.5 0 0 28.27 0 0 63 75 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 1463
2 112469 240 68 133 81 0 0 27.72 0 0 63 74 0 0 0 0 1 2154 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 1463
2 112469 224 74 125 68 0 0 27.35 0 0 80 109 0 0 0 0 1 4332 3 35 189 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 1463
2 123622 276 45 115 73 1 20 23.46 0 0 95 80 0 0 0 0 0 2228 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 8524
2 123622 241 51 145 85 1 20 25.66 0 0 96 102 0 0 0 0 0 4380 3 68 173 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 8524
2 125413 250 46 116 71 1 10 20.35 0 0 88 94 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 4373
2 126721 266 54 114 76 1 9 17.61 1 0 88 55 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 5818 5818 5818 5818 5818 5818 8766 5818
1 127109 255 49 143.5 81 1 2 25.65 0 0 75 80 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 127109 296 55 133 85 0 0 25.95 0 0 70 83 0 0 0 0 1 2134 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 0
1 127196 185 44 115 69 0 0 22.29 0 0 65 82 0 0 0 0 0 0 1 1 1 1 1 1 0 1 0 5317 7100 7100 5317 7102 5317 7102 7102
1 127196 226 50 108 74 0 0 20.56 0 0 80 79 0 0 0 0 0 1914 2 1 1 1 1 1 0 1 0 5317 7100 7100 5317 7102 5317 7102 7102
1 127196 216 56 117 70 1 20 21.35 0 0 72 49 0 0 0 0 0 4070 3 42 174 1 1 1 1 1 0 1 0 5317 7100 7100 5317 7102 5317 7102 7102
2 134914 205 40 158 102 1 20 25.45 0 0 75 87 0 0 0 0 0 0 1 0 1 0 0 1 0 0 1 1102 8766 8766 1102 8766 8766 8766 742
2 134914 194 46 208 127 1 20 26 0 1 85 62 1 1 0 0 1 2219 2 0 1 0 0 1 0 0 1 1102 8766 8766 1102 8766 8766 8766 742
2 134914 180 52 195 107 1 40 22.36 0 1 68 75 1 1 0 0 1 4410 3 60 120 0 1 0 0 1 0 0 1 1102 8766 8766 1102 8766 8766 8766 742
1 147250 270 56 121 79 1 20 23.58 0 0 95 93 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5426
1 147250 303 62 120 74 1 30 22.45 0 0 80 70 0 0 0 0 0 2174 2 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5426
1 147250 229 68 145 77 1 20 23.09 0 0 72 83 0 0 0 0 0 4469 3 39 170 0 0 0 0 0 0 0 1 8766 8766 8766 8766 8766 8766 8766 5426
2 149386 254 67 157 89 0 0 24.25 0 0 60 74 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 5526 5526 5526 5526 5526 5526 5526 0
2 149386 277 73 180 80 0 0 23.67 0 0 68 62 0 0 0 0 1 2082 2 1 0 0 0 0 0 0 1 5526 5526 5526 5526 5526 5526 5526 0
2 149386 262 79 188 104 0 0 20.26 0 61 82 0 0 0 0 1 4291 3 54 185 1 0 0 0 0 0 0 1 5526 5526 5526 5526 5526 5526 5526 0
1 151110 220 53 123.5 75 1 20 19.64 0 0 78 73 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 5276 5276 5276 5276 5276 5276 5276 4380
1 151110 239 59 129 78 1 10 21.68 0 0 73 82 0 0 0 0 0 2133 2 1 0 0 0 0 0 0 1 5276 5276 5276 5276 5276 5276 5276 4380
1 151110 276 65 148 84 0 0 19.64 0 80 88 0 0 0 0 1 4380 3 39 189 1 0 0 0 0 0 0 1 5276 5276 5276 5276 5276 5276 5276 4380
2 153093 235 57 126.5 80 1 3 24.88 0 0 83 72 0 0 0 0 0 0 1 1 0 1 1 1 0 1 0 4875 4875 4875 4875 4875 4875 4875 4875
2 153093 232 63 122 64 1 10 27.26 0 0 80 104 0 0 0 0 0 2199 2 1 0 1 1 1 0 1 0 4875 4875 4875 4875 4875 4875 4875 4875
2 153093 236 69 125 74 1 20 22.49 1 0 90 103 0 0 0 0 0 4308 3 30 206 1 0 1 1 1 0 1 0 4875 4875 4875 4875 4875 4875 4875 4875
1 157585 220 57 136 84 0 0 26.84 0 0 75 64 0 0 0 0 0 0 1 1 0 1 1 1 0 1 1 1620 1620 1620 1620 1620 1620 1620 1472
2 160953 252 63 154 87 0 0 28.6 0 0 72 45 0 0 0 0 1 0 1 1 0 0 0 0 1 1 1 5572 5572 5572 5572 3599 3599 5572 0
2 160953 249 69 137 85.5 0 0 27.56 0 0 95 77 0 0 0 0 1 2191 2 1 0 0 0 0 1 1 1 5572 5572 5572 5572 3599 3599 5572 0
2 160953 246 75 153 78 0 0 25.31 0 0 110 83 0 0 0 1 1 4289 3 54 192 1 0 0 0 0 1 1 1 5572 5572 5572 5572 3599 3599 5572 0
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1 236628
