This function returns the differences between rows depending on the user's choice.
rowdiff( df, direction = "forward", exclude = NULL, na.rm = FALSE, na_action = NULL, ... )
| df | The data set for which differences are required |
|---|---|
| direction | One of forward and reverse. The default is forward meaning the differences are calculated in such a way that the difference between the current value and the next is returned |
| exclude | A character vector specifying what classes should be removed. See examples below |
| na.rm | Logical. Should missing values be removed? The missing values referred to are those introduced during the calculation ie when subtracting a row with itself. Defaults to FALSE. |
| na_action | If na.rm is TRUE, how should missing values be replaced? Depending on the value as set out in `na_replace`, the value can be replaced as per the user's requirement. |
| ... | Other arguments to `na_replace`. |
A data.frame object of row differences
# Remove factor columns data("yields", package="manymodelr") rowdiff(yields,exclude = "factor",direction = "reverse") #> height weight yield #> 1 NA NA NA #> 2 -0.042126342 0.240426589 -15.8083025 #> 3 0.015160589 0.096498564 11.1708254 #> 4 0.259617182 0.030087643 6.5784242 #> 5 -0.114958113 -0.029718366 -19.5840896 #> 6 0.576386269 -0.429798182 6.8257190 #> 7 -0.602683375 0.228882797 19.3698408 #> 8 -0.225999864 0.311782170 -17.0859896 #> 9 0.500639373 -0.145613453 2.9720687 #> 10 -0.209494722 -0.426561716 -6.3184209 #> 11 0.266374238 0.085744146 27.1245118 #> 12 -0.410138928 0.259405558 -15.2716605 #> 13 0.279150234 0.110883493 -0.2339727 #> 14 -0.290107507 -0.410312574 1.3784473 #> 15 0.194006044 0.043373860 13.8365258 #> 16 0.287270225 0.006006207 -25.5056162 #> 17 -0.247345772 0.345498632 23.1938603 #> 18 -0.223125646 0.091222239 -3.7165462 #> 19 0.308227185 -0.324993611 -14.6373280 #> 20 -0.048358525 -0.120235852 -4.4740984 #> 21 -0.156614736 0.169464389 16.3206098 #> 22 -0.201417377 0.247640457 -5.6548240 #> 23 0.227071468 -0.401529667 2.2748754 #> 24 -0.007555453 0.439635987 -0.1595699 #> 25 0.076316690 -0.314473108 -16.7198606 #> 26 -0.154026208 -0.225840885 22.9991098 #> 27 0.168597472 0.190423758 -5.9523314 #> 28 0.052980017 -0.084926730 -2.0215337 #> 29 0.099078114 -0.001768670 -8.9893929 #> 30 -0.343826751 -0.102519647 -5.0617928 #> 31 0.098866692 0.462831515 12.4706444 #> 32 -0.098829186 -0.178553024 15.9069312 #> 33 0.060632189 -0.176701408 -15.6250145 #> 34 0.381343433 0.296983995 -3.1182104 #> 35 -0.072160660 -0.031191856 -2.6539223 #> 36 0.055006456 0.121094807 -14.9181948 #> 37 -0.052987426 -0.232109650 10.3043758 #> 38 -0.087344022 -0.139010352 5.2136938 #> 39 -0.464659827 0.275069285 -5.6574819 #> 40 0.276124135 0.183689660 11.2296970 #> 41 0.252190060 -0.334063632 -14.0395285 #> 42 -0.498715175 0.211003463 -1.4726871 #> 43 0.196162356 -0.106494373 22.5695662 #> 44 0.365816733 0.023501566 -18.1036941 #> 45 -0.327335562 -0.253272418 14.2016053 #> 46 0.469663200 -0.129367779 -11.0213202 #> 47 -0.380048363 0.036333957 2.1232694 #> 48 0.171805546 -0.030496767 6.1191398 #> 49 -0.115372180 0.174253518 5.9530589 #> 50 -0.108892981 0.008965954 5.8287910 #> 51 0.148398072 0.344087349 -8.4141645 #> 52 -0.393941807 -0.077807151 -7.0315408 #> 53 0.170514924 -0.390017424 10.1251790 #> 54 0.238443951 0.145376397 9.7358719 #> 55 -0.094535819 -0.056639732 -20.1823975 #> 56 0.065881376 0.374713737 2.2348351 #> 57 0.234884927 -0.471735681 5.8700792 #> 58 -0.148110250 0.143750196 -16.1936983 #> 59 -0.308178899 -0.075366487 -2.8807672 #> 60 0.188572057 0.195538782 15.6524780 #> 61 -0.020740220 -0.200544173 0.9213956 #> 62 -0.332482690 0.466449393 -3.3260430 #> 63 0.497876617 -0.220982158 10.3977071 #> 64 0.310308933 -0.053973714 3.3022905 #> 65 -0.438139663 -0.123242493 -4.6348181 #> 66 0.052886841 0.037157367 -15.2681432 #> 67 -0.360731318 0.193245697 5.8782861 #> 68 0.141844932 -0.218080487 18.3319071 #> 69 0.168120615 0.164819993 -15.3172639 #> 70 -0.150499798 0.081963290 9.1542837 #> 71 0.024583441 -0.321352802 -15.2441627 #> 72 0.234528014 -0.120958917 -5.2507718 #> 73 -0.268394621 0.395212915 10.8397037 #> 74 0.271894354 -0.028963579 -32.2443997 #> 75 -0.216821832 -0.066195433 20.4521392 #> 76 0.311985574 -0.111666356 20.2597409 #> 77 -0.335171869 0.040564023 -11.2149940 #> 78 -0.346956004 0.338705125 9.8190935 #> 79 0.328535109 -0.114462901 -20.9018006 #> 80 0.556839345 -0.136797758 8.4664328 #> 81 -0.419639128 0.013890552 9.6341730 #> 82 -0.064524237 0.099644461 8.8114199 #> 83 0.176926501 0.113715105 -15.9523425 #> 84 0.075708146 -0.246235811 1.8527718 #> 85 -0.890163772 0.018317135 1.7636756 #> 86 0.930205362 0.122954804 15.3722437 #> 87 -0.165200263 -0.200741498 -11.7759961 #> 88 0.215633949 0.120578657 -2.8702685 #> 89 -0.210137306 -0.092766825 11.5393091 #> 90 -0.066097555 -0.182021248 -1.2980116 #> 91 -0.287029791 -0.081243060 -15.8531082 #> 92 0.096445113 0.444914434 4.7521878 #> 93 0.413309252 0.040419813 15.3440911 #> 94 0.197335351 -0.463260634 -18.3280455 #> 95 -0.359951846 0.248674147 3.3711593 #> 96 -0.553913527 -0.232007145 -0.6571838 #> 97 0.494201101 0.420237732 -9.3034516 #> 98 -0.199593915 0.071890926 10.1017754 #> 99 0.187593927 0.047413466 4.1068136 #> 100 -0.367515081 -0.416628475 -24.7481263 #> 101 0.110652227 -0.041694042 18.6402481 #> 102 -0.042126342 0.240426589 -15.8083025 #> 103 0.015160589 0.096498564 11.1708254 #> 104 0.259617182 0.030087643 6.5784242 #> 105 -0.114958113 -0.029718366 -19.5840896 #> 106 0.576386269 -0.429798182 6.8257190 #> 107 -0.602683375 0.228882797 19.3698408 #> 108 -0.225999864 0.311782170 -17.0859896 #> 109 0.500639373 -0.145613453 2.9720687 #> 110 -0.209494722 -0.426561716 -6.3184209 #> 111 0.266374238 0.085744146 27.1245118 #> 112 -0.410138928 0.259405558 -15.2716605 #> 113 0.279150234 0.110883493 -0.2339727 #> 114 -0.290107507 -0.410312574 1.3784473 #> 115 0.194006044 0.043373860 13.8365258 #> 116 0.287270225 0.006006207 -25.5056162 #> 117 -0.247345772 0.345498632 23.1938603 #> 118 -0.223125646 0.091222239 -3.7165462 #> 119 0.308227185 -0.324993611 -14.6373280 #> 120 -0.048358525 -0.120235852 -4.4740984 #> 121 -0.156614736 0.169464389 16.3206098 #> 122 -0.201417377 0.247640457 -5.6548240 #> 123 0.227071468 -0.401529667 2.2748754 #> 124 -0.007555453 0.439635987 -0.1595699 #> 125 0.076316690 -0.314473108 -16.7198606 #> 126 -0.154026208 -0.225840885 22.9991098 #> 127 0.168597472 0.190423758 -5.9523314 #> 128 0.052980017 -0.084926730 -2.0215337 #> 129 0.099078114 -0.001768670 -8.9893929 #> 130 -0.343826751 -0.102519647 -5.0617928 #> 131 0.098866692 0.462831515 12.4706444 #> 132 -0.098829186 -0.178553024 15.9069312 #> 133 0.060632189 -0.176701408 -15.6250145 #> 134 0.381343433 0.296983995 -3.1182104 #> 135 -0.072160660 -0.031191856 -2.6539223 #> 136 0.055006456 0.121094807 -14.9181948 #> 137 -0.052987426 -0.232109650 10.3043758 #> 138 -0.087344022 -0.139010352 5.2136938 #> 139 -0.464659827 0.275069285 -5.6574819 #> 140 0.276124135 0.183689660 11.2296970 #> 141 0.252190060 -0.334063632 -14.0395285 #> 142 -0.498715175 0.211003463 -1.4726871 #> 143 0.196162356 -0.106494373 22.5695662 #> 144 0.365816733 0.023501566 -18.1036941 #> 145 -0.327335562 -0.253272418 14.2016053 #> 146 0.469663200 -0.129367779 -11.0213202 #> 147 -0.380048363 0.036333957 2.1232694 #> 148 0.171805546 -0.030496767 6.1191398 #> 149 -0.115372180 0.174253518 5.9530589 #> 150 -0.108892981 0.008965954 5.8287910 #> 151 0.148398072 0.344087349 -8.4141645 #> 152 -0.393941807 -0.077807151 -7.0315408 #> 153 0.170514924 -0.390017424 10.1251790 #> 154 0.238443951 0.145376397 9.7358719 #> 155 -0.094535819 -0.056639732 -20.1823975 #> 156 0.065881376 0.374713737 2.2348351 #> 157 0.234884927 -0.471735681 5.8700792 #> 158 -0.148110250 0.143750196 -16.1936983 #> 159 -0.308178899 -0.075366487 -2.8807672 #> 160 0.188572057 0.195538782 15.6524780 #> 161 -0.020740220 -0.200544173 0.9213956 #> 162 -0.332482690 0.466449393 -3.3260430 #> 163 0.497876617 -0.220982158 10.3977071 #> 164 0.310308933 -0.053973714 3.3022905 #> 165 -0.438139663 -0.123242493 -4.6348181 #> 166 0.052886841 0.037157367 -15.2681432 #> 167 -0.360731318 0.193245697 5.8782861 #> 168 0.141844932 -0.218080487 18.3319071 #> 169 0.168120615 0.164819993 -15.3172639 #> 170 -0.150499798 0.081963290 9.1542837 #> 171 0.024583441 -0.321352802 -15.2441627 #> 172 0.234528014 -0.120958917 -5.2507718 #> 173 -0.268394621 0.395212915 10.8397037 #> 174 0.271894354 -0.028963579 -32.2443997 #> 175 -0.216821832 -0.066195433 20.4521392 #> 176 0.311985574 -0.111666356 20.2597409 #> 177 -0.335171869 0.040564023 -11.2149940 #> 178 -0.346956004 0.338705125 9.8190935 #> 179 0.328535109 -0.114462901 -20.9018006 #> 180 0.556839345 -0.136797758 8.4664328 #> 181 -0.419639128 0.013890552 9.6341730 #> 182 -0.064524237 0.099644461 8.8114199 #> 183 0.176926501 0.113715105 -15.9523425 #> 184 0.075708146 -0.246235811 1.8527718 #> 185 -0.890163772 0.018317135 1.7636756 #> 186 0.930205362 0.122954804 15.3722437 #> 187 -0.165200263 -0.200741498 -11.7759961 #> 188 0.215633949 0.120578657 -2.8702685 #> 189 -0.210137306 -0.092766825 11.5393091 #> 190 -0.066097555 -0.182021248 -1.2980116 #> 191 -0.287029791 -0.081243060 -15.8531082 #> 192 0.096445113 0.444914434 4.7521878 #> 193 0.413309252 0.040419813 15.3440911 #> 194 0.197335351 -0.463260634 -18.3280455 #> 195 -0.359951846 0.248674147 3.3711593 #> 196 -0.553913527 -0.232007145 -0.6571838 #> 197 0.494201101 0.420237732 -9.3034516 #> 198 -0.199593915 0.071890926 10.1017754 #> 199 0.187593927 0.047413466 4.1068136 #> 200 -0.367515081 -0.416628475 -24.7481263 #> 201 0.110652227 -0.041694042 18.6402481 #> 202 -0.042126342 0.240426589 -15.8083025 #> 203 0.015160589 0.096498564 11.1708254 #> 204 0.259617182 0.030087643 6.5784242 #> 205 -0.114958113 -0.029718366 -19.5840896 #> 206 0.576386269 -0.429798182 6.8257190 #> 207 -0.602683375 0.228882797 19.3698408 #> 208 -0.225999864 0.311782170 -17.0859896 #> 209 0.500639373 -0.145613453 2.9720687 #> 210 -0.209494722 -0.426561716 -6.3184209 #> 211 0.266374238 0.085744146 27.1245118 #> 212 -0.410138928 0.259405558 -15.2716605 #> 213 0.279150234 0.110883493 -0.2339727 #> 214 -0.290107507 -0.410312574 1.3784473 #> 215 0.194006044 0.043373860 13.8365258 #> 216 0.287270225 0.006006207 -25.5056162 #> 217 -0.247345772 0.345498632 23.1938603 #> 218 -0.223125646 0.091222239 -3.7165462 #> 219 0.308227185 -0.324993611 -14.6373280 #> 220 -0.048358525 -0.120235852 -4.4740984 #> 221 -0.156614736 0.169464389 16.3206098 #> 222 -0.201417377 0.247640457 -5.6548240 #> 223 0.227071468 -0.401529667 2.2748754 #> 224 -0.007555453 0.439635987 -0.1595699 #> 225 0.076316690 -0.314473108 -16.7198606 #> 226 -0.154026208 -0.225840885 22.9991098 #> 227 0.168597472 0.190423758 -5.9523314 #> 228 0.052980017 -0.084926730 -2.0215337 #> 229 0.099078114 -0.001768670 -8.9893929 #> 230 -0.343826751 -0.102519647 -5.0617928 #> 231 0.098866692 0.462831515 12.4706444 #> 232 -0.098829186 -0.178553024 15.9069312 #> 233 0.060632189 -0.176701408 -15.6250145 #> 234 0.381343433 0.296983995 -3.1182104 #> 235 -0.072160660 -0.031191856 -2.6539223 #> 236 0.055006456 0.121094807 -14.9181948 #> 237 -0.052987426 -0.232109650 10.3043758 #> 238 -0.087344022 -0.139010352 5.2136938 #> 239 -0.464659827 0.275069285 -5.6574819 #> 240 0.276124135 0.183689660 11.2296970 #> 241 0.252190060 -0.334063632 -14.0395285 #> 242 -0.498715175 0.211003463 -1.4726871 #> 243 0.196162356 -0.106494373 22.5695662 #> 244 0.365816733 0.023501566 -18.1036941 #> 245 -0.327335562 -0.253272418 14.2016053 #> 246 0.469663200 -0.129367779 -11.0213202 #> 247 -0.380048363 0.036333957 2.1232694 #> 248 0.171805546 -0.030496767 6.1191398 #> 249 -0.115372180 0.174253518 5.9530589 #> 250 -0.108892981 0.008965954 5.8287910 #> 251 0.148398072 0.344087349 -8.4141645 #> 252 -0.393941807 -0.077807151 -7.0315408 #> 253 0.170514924 -0.390017424 10.1251790 #> 254 0.238443951 0.145376397 9.7358719 #> 255 -0.094535819 -0.056639732 -20.1823975 #> 256 0.065881376 0.374713737 2.2348351 #> 257 0.234884927 -0.471735681 5.8700792 #> 258 -0.148110250 0.143750196 -16.1936983 #> 259 -0.308178899 -0.075366487 -2.8807672 #> 260 0.188572057 0.195538782 15.6524780 #> 261 -0.020740220 -0.200544173 0.9213956 #> 262 -0.332482690 0.466449393 -3.3260430 #> 263 0.497876617 -0.220982158 10.3977071 #> 264 0.310308933 -0.053973714 3.3022905 #> 265 -0.438139663 -0.123242493 -4.6348181 #> 266 0.052886841 0.037157367 -15.2681432 #> 267 -0.360731318 0.193245697 5.8782861 #> 268 0.141844932 -0.218080487 18.3319071 #> 269 0.168120615 0.164819993 -15.3172639 #> 270 -0.150499798 0.081963290 9.1542837 #> 271 0.024583441 -0.321352802 -15.2441627 #> 272 0.234528014 -0.120958917 -5.2507718 #> 273 -0.268394621 0.395212915 10.8397037 #> 274 0.271894354 -0.028963579 -32.2443997 #> 275 -0.216821832 -0.066195433 20.4521392 #> 276 0.311985574 -0.111666356 20.2597409 #> 277 -0.335171869 0.040564023 -11.2149940 #> 278 -0.346956004 0.338705125 9.8190935 #> 279 0.328535109 -0.114462901 -20.9018006 #> 280 0.556839345 -0.136797758 8.4664328 #> 281 -0.419639128 0.013890552 9.6341730 #> 282 -0.064524237 0.099644461 8.8114199 #> 283 0.176926501 0.113715105 -15.9523425 #> 284 0.075708146 -0.246235811 1.8527718 #> 285 -0.890163772 0.018317135 1.7636756 #> 286 0.930205362 0.122954804 15.3722437 #> 287 -0.165200263 -0.200741498 -11.7759961 #> 288 0.215633949 0.120578657 -2.8702685 #> 289 -0.210137306 -0.092766825 11.5393091 #> 290 -0.066097555 -0.182021248 -1.2980116 #> 291 -0.287029791 -0.081243060 -15.8531082 #> 292 0.096445113 0.444914434 4.7521878 #> 293 0.413309252 0.040419813 15.3440911 #> 294 0.197335351 -0.463260634 -18.3280455 #> 295 -0.359951846 0.248674147 3.3711593 #> 296 -0.553913527 -0.232007145 -0.6571838 #> 297 0.494201101 0.420237732 -9.3034516 #> 298 -0.199593915 0.071890926 10.1017754 #> 299 0.187593927 0.047413466 4.1068136 #> 300 -0.367515081 -0.416628475 -24.7481263 #> 301 0.110652227 -0.041694042 18.6402481 #> 302 -0.042126342 0.240426589 -15.8083025 #> 303 0.015160589 0.096498564 11.1708254 #> 304 0.259617182 0.030087643 6.5784242 #> 305 -0.114958113 -0.029718366 -19.5840896 #> 306 0.576386269 -0.429798182 6.8257190 #> 307 -0.602683375 0.228882797 19.3698408 #> 308 -0.225999864 0.311782170 -17.0859896 #> 309 0.500639373 -0.145613453 2.9720687 #> 310 -0.209494722 -0.426561716 -6.3184209 #> 311 0.266374238 0.085744146 27.1245118 #> 312 -0.410138928 0.259405558 -15.2716605 #> 313 0.279150234 0.110883493 -0.2339727 #> 314 -0.290107507 -0.410312574 1.3784473 #> 315 0.194006044 0.043373860 13.8365258 #> 316 0.287270225 0.006006207 -25.5056162 #> 317 -0.247345772 0.345498632 23.1938603 #> 318 -0.223125646 0.091222239 -3.7165462 #> 319 0.308227185 -0.324993611 -14.6373280 #> 320 -0.048358525 -0.120235852 -4.4740984 #> 321 -0.156614736 0.169464389 16.3206098 #> 322 -0.201417377 0.247640457 -5.6548240 #> 323 0.227071468 -0.401529667 2.2748754 #> 324 -0.007555453 0.439635987 -0.1595699 #> 325 0.076316690 -0.314473108 -16.7198606 #> 326 -0.154026208 -0.225840885 22.9991098 #> 327 0.168597472 0.190423758 -5.9523314 #> 328 0.052980017 -0.084926730 -2.0215337 #> 329 0.099078114 -0.001768670 -8.9893929 #> 330 -0.343826751 -0.102519647 -5.0617928 #> 331 0.098866692 0.462831515 12.4706444 #> 332 -0.098829186 -0.178553024 15.9069312 #> 333 0.060632189 -0.176701408 -15.6250145 #> 334 0.381343433 0.296983995 -3.1182104 #> 335 -0.072160660 -0.031191856 -2.6539223 #> 336 0.055006456 0.121094807 -14.9181948 #> 337 -0.052987426 -0.232109650 10.3043758 #> 338 -0.087344022 -0.139010352 5.2136938 #> 339 -0.464659827 0.275069285 -5.6574819 #> 340 0.276124135 0.183689660 11.2296970 #> 341 0.252190060 -0.334063632 -14.0395285 #> 342 -0.498715175 0.211003463 -1.4726871 #> 343 0.196162356 -0.106494373 22.5695662 #> 344 0.365816733 0.023501566 -18.1036941 #> 345 -0.327335562 -0.253272418 14.2016053 #> 346 0.469663200 -0.129367779 -11.0213202 #> 347 -0.380048363 0.036333957 2.1232694 #> 348 0.171805546 -0.030496767 6.1191398 #> 349 -0.115372180 0.174253518 5.9530589 #> 350 -0.108892981 0.008965954 5.8287910 #> 351 0.148398072 0.344087349 -8.4141645 #> 352 -0.393941807 -0.077807151 -7.0315408 #> 353 0.170514924 -0.390017424 10.1251790 #> 354 0.238443951 0.145376397 9.7358719 #> 355 -0.094535819 -0.056639732 -20.1823975 #> 356 0.065881376 0.374713737 2.2348351 #> 357 0.234884927 -0.471735681 5.8700792 #> 358 -0.148110250 0.143750196 -16.1936983 #> 359 -0.308178899 -0.075366487 -2.8807672 #> 360 0.188572057 0.195538782 15.6524780 #> 361 -0.020740220 -0.200544173 0.9213956 #> 362 -0.332482690 0.466449393 -3.3260430 #> 363 0.497876617 -0.220982158 10.3977071 #> 364 0.310308933 -0.053973714 3.3022905 #> 365 -0.438139663 -0.123242493 -4.6348181 #> 366 0.052886841 0.037157367 -15.2681432 #> 367 -0.360731318 0.193245697 5.8782861 #> 368 0.141844932 -0.218080487 18.3319071 #> 369 0.168120615 0.164819993 -15.3172639 #> 370 -0.150499798 0.081963290 9.1542837 #> 371 0.024583441 -0.321352802 -15.2441627 #> 372 0.234528014 -0.120958917 -5.2507718 #> 373 -0.268394621 0.395212915 10.8397037 #> 374 0.271894354 -0.028963579 -32.2443997 #> 375 -0.216821832 -0.066195433 20.4521392 #> 376 0.311985574 -0.111666356 20.2597409 #> 377 -0.335171869 0.040564023 -11.2149940 #> 378 -0.346956004 0.338705125 9.8190935 #> 379 0.328535109 -0.114462901 -20.9018006 #> 380 0.556839345 -0.136797758 8.4664328 #> 381 -0.419639128 0.013890552 9.6341730 #> 382 -0.064524237 0.099644461 8.8114199 #> 383 0.176926501 0.113715105 -15.9523425 #> 384 0.075708146 -0.246235811 1.8527718 #> 385 -0.890163772 0.018317135 1.7636756 #> 386 0.930205362 0.122954804 15.3722437 #> 387 -0.165200263 -0.200741498 -11.7759961 #> 388 0.215633949 0.120578657 -2.8702685 #> 389 -0.210137306 -0.092766825 11.5393091 #> 390 -0.066097555 -0.182021248 -1.2980116 #> 391 -0.287029791 -0.081243060 -15.8531082 #> 392 0.096445113 0.444914434 4.7521878 #> 393 0.413309252 0.040419813 15.3440911 #> 394 0.197335351 -0.463260634 -18.3280455 #> 395 -0.359951846 0.248674147 3.3711593 #> 396 -0.553913527 -0.232007145 -0.6571838 #> 397 0.494201101 0.420237732 -9.3034516 #> 398 -0.199593915 0.071890926 10.1017754 #> 399 0.187593927 0.047413466 4.1068136 #> 400 -0.367515081 -0.416628475 -24.7481263 #> 401 0.110652227 -0.041694042 18.6402481 #> 402 -0.042126342 0.240426589 -15.8083025 #> 403 0.015160589 0.096498564 11.1708254 #> 404 0.259617182 0.030087643 6.5784242 #> 405 -0.114958113 -0.029718366 -19.5840896 #> 406 0.576386269 -0.429798182 6.8257190 #> 407 -0.602683375 0.228882797 19.3698408 #> 408 -0.225999864 0.311782170 -17.0859896 #> 409 0.500639373 -0.145613453 2.9720687 #> 410 -0.209494722 -0.426561716 -6.3184209 #> 411 0.266374238 0.085744146 27.1245118 #> 412 -0.410138928 0.259405558 -15.2716605 #> 413 0.279150234 0.110883493 -0.2339727 #> 414 -0.290107507 -0.410312574 1.3784473 #> 415 0.194006044 0.043373860 13.8365258 #> 416 0.287270225 0.006006207 -25.5056162 #> 417 -0.247345772 0.345498632 23.1938603 #> 418 -0.223125646 0.091222239 -3.7165462 #> 419 0.308227185 -0.324993611 -14.6373280 #> 420 -0.048358525 -0.120235852 -4.4740984 #> 421 -0.156614736 0.169464389 16.3206098 #> 422 -0.201417377 0.247640457 -5.6548240 #> 423 0.227071468 -0.401529667 2.2748754 #> 424 -0.007555453 0.439635987 -0.1595699 #> 425 0.076316690 -0.314473108 -16.7198606 #> 426 -0.154026208 -0.225840885 22.9991098 #> 427 0.168597472 0.190423758 -5.9523314 #> 428 0.052980017 -0.084926730 -2.0215337 #> 429 0.099078114 -0.001768670 -8.9893929 #> 430 -0.343826751 -0.102519647 -5.0617928 #> 431 0.098866692 0.462831515 12.4706444 #> 432 -0.098829186 -0.178553024 15.9069312 #> 433 0.060632189 -0.176701408 -15.6250145 #> 434 0.381343433 0.296983995 -3.1182104 #> 435 -0.072160660 -0.031191856 -2.6539223 #> 436 0.055006456 0.121094807 -14.9181948 #> 437 -0.052987426 -0.232109650 10.3043758 #> 438 -0.087344022 -0.139010352 5.2136938 #> 439 -0.464659827 0.275069285 -5.6574819 #> 440 0.276124135 0.183689660 11.2296970 #> 441 0.252190060 -0.334063632 -14.0395285 #> 442 -0.498715175 0.211003463 -1.4726871 #> 443 0.196162356 -0.106494373 22.5695662 #> 444 0.365816733 0.023501566 -18.1036941 #> 445 -0.327335562 -0.253272418 14.2016053 #> 446 0.469663200 -0.129367779 -11.0213202 #> 447 -0.380048363 0.036333957 2.1232694 #> 448 0.171805546 -0.030496767 6.1191398 #> 449 -0.115372180 0.174253518 5.9530589 #> 450 -0.108892981 0.008965954 5.8287910 #> 451 0.148398072 0.344087349 -8.4141645 #> 452 -0.393941807 -0.077807151 -7.0315408 #> 453 0.170514924 -0.390017424 10.1251790 #> 454 0.238443951 0.145376397 9.7358719 #> 455 -0.094535819 -0.056639732 -20.1823975 #> 456 0.065881376 0.374713737 2.2348351 #> 457 0.234884927 -0.471735681 5.8700792 #> 458 -0.148110250 0.143750196 -16.1936983 #> 459 -0.308178899 -0.075366487 -2.8807672 #> 460 0.188572057 0.195538782 15.6524780 #> 461 -0.020740220 -0.200544173 0.9213956 #> 462 -0.332482690 0.466449393 -3.3260430 #> 463 0.497876617 -0.220982158 10.3977071 #> 464 0.310308933 -0.053973714 3.3022905 #> 465 -0.438139663 -0.123242493 -4.6348181 #> 466 0.052886841 0.037157367 -15.2681432 #> 467 -0.360731318 0.193245697 5.8782861 #> 468 0.141844932 -0.218080487 18.3319071 #> 469 0.168120615 0.164819993 -15.3172639 #> 470 -0.150499798 0.081963290 9.1542837 #> 471 0.024583441 -0.321352802 -15.2441627 #> 472 0.234528014 -0.120958917 -5.2507718 #> 473 -0.268394621 0.395212915 10.8397037 #> 474 0.271894354 -0.028963579 -32.2443997 #> 475 -0.216821832 -0.066195433 20.4521392 #> 476 0.311985574 -0.111666356 20.2597409 #> 477 -0.335171869 0.040564023 -11.2149940 #> 478 -0.346956004 0.338705125 9.8190935 #> 479 0.328535109 -0.114462901 -20.9018006 #> 480 0.556839345 -0.136797758 8.4664328 #> 481 -0.419639128 0.013890552 9.6341730 #> 482 -0.064524237 0.099644461 8.8114199 #> 483 0.176926501 0.113715105 -15.9523425 #> 484 0.075708146 -0.246235811 1.8527718 #> 485 -0.890163772 0.018317135 1.7636756 #> 486 0.930205362 0.122954804 15.3722437 #> 487 -0.165200263 -0.200741498 -11.7759961 #> 488 0.215633949 0.120578657 -2.8702685 #> 489 -0.210137306 -0.092766825 11.5393091 #> 490 -0.066097555 -0.182021248 -1.2980116 #> 491 -0.287029791 -0.081243060 -15.8531082 #> 492 0.096445113 0.444914434 4.7521878 #> 493 0.413309252 0.040419813 15.3440911 #> 494 0.197335351 -0.463260634 -18.3280455 #> 495 -0.359951846 0.248674147 3.3711593 #> 496 -0.553913527 -0.232007145 -0.6571838 #> 497 0.494201101 0.420237732 -9.3034516 #> 498 -0.199593915 0.071890926 10.1017754 #> 499 0.187593927 0.047413466 4.1068136 #> 500 -0.367515081 -0.416628475 -24.7481263 #> 501 0.110652227 -0.041694042 18.6402481 #> 502 -0.042126342 0.240426589 -15.8083025 #> 503 0.015160589 0.096498564 11.1708254 #> 504 0.259617182 0.030087643 6.5784242 #> 505 -0.114958113 -0.029718366 -19.5840896 #> 506 0.576386269 -0.429798182 6.8257190 #> 507 -0.602683375 0.228882797 19.3698408 #> 508 -0.225999864 0.311782170 -17.0859896 #> 509 0.500639373 -0.145613453 2.9720687 #> 510 -0.209494722 -0.426561716 -6.3184209 #> 511 0.266374238 0.085744146 27.1245118 #> 512 -0.410138928 0.259405558 -15.2716605 #> 513 0.279150234 0.110883493 -0.2339727 #> 514 -0.290107507 -0.410312574 1.3784473 #> 515 0.194006044 0.043373860 13.8365258 #> 516 0.287270225 0.006006207 -25.5056162 #> 517 -0.247345772 0.345498632 23.1938603 #> 518 -0.223125646 0.091222239 -3.7165462 #> 519 0.308227185 -0.324993611 -14.6373280 #> 520 -0.048358525 -0.120235852 -4.4740984 #> 521 -0.156614736 0.169464389 16.3206098 #> 522 -0.201417377 0.247640457 -5.6548240 #> 523 0.227071468 -0.401529667 2.2748754 #> 524 -0.007555453 0.439635987 -0.1595699 #> 525 0.076316690 -0.314473108 -16.7198606 #> 526 -0.154026208 -0.225840885 22.9991098 #> 527 0.168597472 0.190423758 -5.9523314 #> 528 0.052980017 -0.084926730 -2.0215337 #> 529 0.099078114 -0.001768670 -8.9893929 #> 530 -0.343826751 -0.102519647 -5.0617928 #> 531 0.098866692 0.462831515 12.4706444 #> 532 -0.098829186 -0.178553024 15.9069312 #> 533 0.060632189 -0.176701408 -15.6250145 #> 534 0.381343433 0.296983995 -3.1182104 #> 535 -0.072160660 -0.031191856 -2.6539223 #> 536 0.055006456 0.121094807 -14.9181948 #> 537 -0.052987426 -0.232109650 10.3043758 #> 538 -0.087344022 -0.139010352 5.2136938 #> 539 -0.464659827 0.275069285 -5.6574819 #> 540 0.276124135 0.183689660 11.2296970 #> 541 0.252190060 -0.334063632 -14.0395285 #> 542 -0.498715175 0.211003463 -1.4726871 #> 543 0.196162356 -0.106494373 22.5695662 #> 544 0.365816733 0.023501566 -18.1036941 #> 545 -0.327335562 -0.253272418 14.2016053 #> 546 0.469663200 -0.129367779 -11.0213202 #> 547 -0.380048363 0.036333957 2.1232694 #> 548 0.171805546 -0.030496767 6.1191398 #> 549 -0.115372180 0.174253518 5.9530589 #> 550 -0.108892981 0.008965954 5.8287910 #> 551 0.148398072 0.344087349 -8.4141645 #> 552 -0.393941807 -0.077807151 -7.0315408 #> 553 0.170514924 -0.390017424 10.1251790 #> 554 0.238443951 0.145376397 9.7358719 #> 555 -0.094535819 -0.056639732 -20.1823975 #> 556 0.065881376 0.374713737 2.2348351 #> 557 0.234884927 -0.471735681 5.8700792 #> 558 -0.148110250 0.143750196 -16.1936983 #> 559 -0.308178899 -0.075366487 -2.8807672 #> 560 0.188572057 0.195538782 15.6524780 #> 561 -0.020740220 -0.200544173 0.9213956 #> 562 -0.332482690 0.466449393 -3.3260430 #> 563 0.497876617 -0.220982158 10.3977071 #> 564 0.310308933 -0.053973714 3.3022905 #> 565 -0.438139663 -0.123242493 -4.6348181 #> 566 0.052886841 0.037157367 -15.2681432 #> 567 -0.360731318 0.193245697 5.8782861 #> 568 0.141844932 -0.218080487 18.3319071 #> 569 0.168120615 0.164819993 -15.3172639 #> 570 -0.150499798 0.081963290 9.1542837 #> 571 0.024583441 -0.321352802 -15.2441627 #> 572 0.234528014 -0.120958917 -5.2507718 #> 573 -0.268394621 0.395212915 10.8397037 #> 574 0.271894354 -0.028963579 -32.2443997 #> 575 -0.216821832 -0.066195433 20.4521392 #> 576 0.311985574 -0.111666356 20.2597409 #> 577 -0.335171869 0.040564023 -11.2149940 #> 578 -0.346956004 0.338705125 9.8190935 #> 579 0.328535109 -0.114462901 -20.9018006 #> 580 0.556839345 -0.136797758 8.4664328 #> 581 -0.419639128 0.013890552 9.6341730 #> 582 -0.064524237 0.099644461 8.8114199 #> 583 0.176926501 0.113715105 -15.9523425 #> 584 0.075708146 -0.246235811 1.8527718 #> 585 -0.890163772 0.018317135 1.7636756 #> 586 0.930205362 0.122954804 15.3722437 #> 587 -0.165200263 -0.200741498 -11.7759961 #> 588 0.215633949 0.120578657 -2.8702685 #> 589 -0.210137306 -0.092766825 11.5393091 #> 590 -0.066097555 -0.182021248 -1.2980116 #> 591 -0.287029791 -0.081243060 -15.8531082 #> 592 0.096445113 0.444914434 4.7521878 #> 593 0.413309252 0.040419813 15.3440911 #> 594 0.197335351 -0.463260634 -18.3280455 #> 595 -0.359951846 0.248674147 3.3711593 #> 596 -0.553913527 -0.232007145 -0.6571838 #> 597 0.494201101 0.420237732 -9.3034516 #> 598 -0.199593915 0.071890926 10.1017754 #> 599 0.187593927 0.047413466 4.1068136 #> 600 -0.367515081 -0.416628475 -24.7481263 #> 601 0.110652227 -0.041694042 18.6402481 #> 602 -0.042126342 0.240426589 -15.8083025 #> 603 0.015160589 0.096498564 11.1708254 #> 604 0.259617182 0.030087643 6.5784242 #> 605 -0.114958113 -0.029718366 -19.5840896 #> 606 0.576386269 -0.429798182 6.8257190 #> 607 -0.602683375 0.228882797 19.3698408 #> 608 -0.225999864 0.311782170 -17.0859896 #> 609 0.500639373 -0.145613453 2.9720687 #> 610 -0.209494722 -0.426561716 -6.3184209 #> 611 0.266374238 0.085744146 27.1245118 #> 612 -0.410138928 0.259405558 -15.2716605 #> 613 0.279150234 0.110883493 -0.2339727 #> 614 -0.290107507 -0.410312574 1.3784473 #> 615 0.194006044 0.043373860 13.8365258 #> 616 0.287270225 0.006006207 -25.5056162 #> 617 -0.247345772 0.345498632 23.1938603 #> 618 -0.223125646 0.091222239 -3.7165462 #> 619 0.308227185 -0.324993611 -14.6373280 #> 620 -0.048358525 -0.120235852 -4.4740984 #> 621 -0.156614736 0.169464389 16.3206098 #> 622 -0.201417377 0.247640457 -5.6548240 #> 623 0.227071468 -0.401529667 2.2748754 #> 624 -0.007555453 0.439635987 -0.1595699 #> 625 0.076316690 -0.314473108 -16.7198606 #> 626 -0.154026208 -0.225840885 22.9991098 #> 627 0.168597472 0.190423758 -5.9523314 #> 628 0.052980017 -0.084926730 -2.0215337 #> 629 0.099078114 -0.001768670 -8.9893929 #> 630 -0.343826751 -0.102519647 -5.0617928 #> 631 0.098866692 0.462831515 12.4706444 #> 632 -0.098829186 -0.178553024 15.9069312 #> 633 0.060632189 -0.176701408 -15.6250145 #> 634 0.381343433 0.296983995 -3.1182104 #> 635 -0.072160660 -0.031191856 -2.6539223 #> 636 0.055006456 0.121094807 -14.9181948 #> 637 -0.052987426 -0.232109650 10.3043758 #> 638 -0.087344022 -0.139010352 5.2136938 #> 639 -0.464659827 0.275069285 -5.6574819 #> 640 0.276124135 0.183689660 11.2296970 #> 641 0.252190060 -0.334063632 -14.0395285 #> 642 -0.498715175 0.211003463 -1.4726871 #> 643 0.196162356 -0.106494373 22.5695662 #> 644 0.365816733 0.023501566 -18.1036941 #> 645 -0.327335562 -0.253272418 14.2016053 #> 646 0.469663200 -0.129367779 -11.0213202 #> 647 -0.380048363 0.036333957 2.1232694 #> 648 0.171805546 -0.030496767 6.1191398 #> 649 -0.115372180 0.174253518 5.9530589 #> 650 -0.108892981 0.008965954 5.8287910 #> 651 0.148398072 0.344087349 -8.4141645 #> 652 -0.393941807 -0.077807151 -7.0315408 #> 653 0.170514924 -0.390017424 10.1251790 #> 654 0.238443951 0.145376397 9.7358719 #> 655 -0.094535819 -0.056639732 -20.1823975 #> 656 0.065881376 0.374713737 2.2348351 #> 657 0.234884927 -0.471735681 5.8700792 #> 658 -0.148110250 0.143750196 -16.1936983 #> 659 -0.308178899 -0.075366487 -2.8807672 #> 660 0.188572057 0.195538782 15.6524780 #> 661 -0.020740220 -0.200544173 0.9213956 #> 662 -0.332482690 0.466449393 -3.3260430 #> 663 0.497876617 -0.220982158 10.3977071 #> 664 0.310308933 -0.053973714 3.3022905 #> 665 -0.438139663 -0.123242493 -4.6348181 #> 666 0.052886841 0.037157367 -15.2681432 #> 667 -0.360731318 0.193245697 5.8782861 #> 668 0.141844932 -0.218080487 18.3319071 #> 669 0.168120615 0.164819993 -15.3172639 #> 670 -0.150499798 0.081963290 9.1542837 #> 671 0.024583441 -0.321352802 -15.2441627 #> 672 0.234528014 -0.120958917 -5.2507718 #> 673 -0.268394621 0.395212915 10.8397037 #> 674 0.271894354 -0.028963579 -32.2443997 #> 675 -0.216821832 -0.066195433 20.4521392 #> 676 0.311985574 -0.111666356 20.2597409 #> 677 -0.335171869 0.040564023 -11.2149940 #> 678 -0.346956004 0.338705125 9.8190935 #> 679 0.328535109 -0.114462901 -20.9018006 #> 680 0.556839345 -0.136797758 8.4664328 #> 681 -0.419639128 0.013890552 9.6341730 #> 682 -0.064524237 0.099644461 8.8114199 #> 683 0.176926501 0.113715105 -15.9523425 #> 684 0.075708146 -0.246235811 1.8527718 #> 685 -0.890163772 0.018317135 1.7636756 #> 686 0.930205362 0.122954804 15.3722437 #> 687 -0.165200263 -0.200741498 -11.7759961 #> 688 0.215633949 0.120578657 -2.8702685 #> 689 -0.210137306 -0.092766825 11.5393091 #> 690 -0.066097555 -0.182021248 -1.2980116 #> 691 -0.287029791 -0.081243060 -15.8531082 #> 692 0.096445113 0.444914434 4.7521878 #> 693 0.413309252 0.040419813 15.3440911 #> 694 0.197335351 -0.463260634 -18.3280455 #> 695 -0.359951846 0.248674147 3.3711593 #> 696 -0.553913527 -0.232007145 -0.6571838 #> 697 0.494201101 0.420237732 -9.3034516 #> 698 -0.199593915 0.071890926 10.1017754 #> 699 0.187593927 0.047413466 4.1068136 #> 700 -0.367515081 -0.416628475 -24.7481263 #> 701 0.110652227 -0.041694042 18.6402481 #> 702 -0.042126342 0.240426589 -15.8083025 #> 703 0.015160589 0.096498564 11.1708254 #> 704 0.259617182 0.030087643 6.5784242 #> 705 -0.114958113 -0.029718366 -19.5840896 #> 706 0.576386269 -0.429798182 6.8257190 #> 707 -0.602683375 0.228882797 19.3698408 #> 708 -0.225999864 0.311782170 -17.0859896 #> 709 0.500639373 -0.145613453 2.9720687 #> 710 -0.209494722 -0.426561716 -6.3184209 #> 711 0.266374238 0.085744146 27.1245118 #> 712 -0.410138928 0.259405558 -15.2716605 #> 713 0.279150234 0.110883493 -0.2339727 #> 714 -0.290107507 -0.410312574 1.3784473 #> 715 0.194006044 0.043373860 13.8365258 #> 716 0.287270225 0.006006207 -25.5056162 #> 717 -0.247345772 0.345498632 23.1938603 #> 718 -0.223125646 0.091222239 -3.7165462 #> 719 0.308227185 -0.324993611 -14.6373280 #> 720 -0.048358525 -0.120235852 -4.4740984 #> 721 -0.156614736 0.169464389 16.3206098 #> 722 -0.201417377 0.247640457 -5.6548240 #> 723 0.227071468 -0.401529667 2.2748754 #> 724 -0.007555453 0.439635987 -0.1595699 #> 725 0.076316690 -0.314473108 -16.7198606 #> 726 -0.154026208 -0.225840885 22.9991098 #> 727 0.168597472 0.190423758 -5.9523314 #> 728 0.052980017 -0.084926730 -2.0215337 #> 729 0.099078114 -0.001768670 -8.9893929 #> 730 -0.343826751 -0.102519647 -5.0617928 #> 731 0.098866692 0.462831515 12.4706444 #> 732 -0.098829186 -0.178553024 15.9069312 #> 733 0.060632189 -0.176701408 -15.6250145 #> 734 0.381343433 0.296983995 -3.1182104 #> 735 -0.072160660 -0.031191856 -2.6539223 #> 736 0.055006456 0.121094807 -14.9181948 #> 737 -0.052987426 -0.232109650 10.3043758 #> 738 -0.087344022 -0.139010352 5.2136938 #> 739 -0.464659827 0.275069285 -5.6574819 #> 740 0.276124135 0.183689660 11.2296970 #> 741 0.252190060 -0.334063632 -14.0395285 #> 742 -0.498715175 0.211003463 -1.4726871 #> 743 0.196162356 -0.106494373 22.5695662 #> 744 0.365816733 0.023501566 -18.1036941 #> 745 -0.327335562 -0.253272418 14.2016053 #> 746 0.469663200 -0.129367779 -11.0213202 #> 747 -0.380048363 0.036333957 2.1232694 #> 748 0.171805546 -0.030496767 6.1191398 #> 749 -0.115372180 0.174253518 5.9530589 #> 750 -0.108892981 0.008965954 5.8287910 #> 751 0.148398072 0.344087349 -8.4141645 #> 752 -0.393941807 -0.077807151 -7.0315408 #> 753 0.170514924 -0.390017424 10.1251790 #> 754 0.238443951 0.145376397 9.7358719 #> 755 -0.094535819 -0.056639732 -20.1823975 #> 756 0.065881376 0.374713737 2.2348351 #> 757 0.234884927 -0.471735681 5.8700792 #> 758 -0.148110250 0.143750196 -16.1936983 #> 759 -0.308178899 -0.075366487 -2.8807672 #> 760 0.188572057 0.195538782 15.6524780 #> 761 -0.020740220 -0.200544173 0.9213956 #> 762 -0.332482690 0.466449393 -3.3260430 #> 763 0.497876617 -0.220982158 10.3977071 #> 764 0.310308933 -0.053973714 3.3022905 #> 765 -0.438139663 -0.123242493 -4.6348181 #> 766 0.052886841 0.037157367 -15.2681432 #> 767 -0.360731318 0.193245697 5.8782861 #> 768 0.141844932 -0.218080487 18.3319071 #> 769 0.168120615 0.164819993 -15.3172639 #> 770 -0.150499798 0.081963290 9.1542837 #> 771 0.024583441 -0.321352802 -15.2441627 #> 772 0.234528014 -0.120958917 -5.2507718 #> 773 -0.268394621 0.395212915 10.8397037 #> 774 0.271894354 -0.028963579 -32.2443997 #> 775 -0.216821832 -0.066195433 20.4521392 #> 776 0.311985574 -0.111666356 20.2597409 #> 777 -0.335171869 0.040564023 -11.2149940 #> 778 -0.346956004 0.338705125 9.8190935 #> 779 0.328535109 -0.114462901 -20.9018006 #> 780 0.556839345 -0.136797758 8.4664328 #> 781 -0.419639128 0.013890552 9.6341730 #> 782 -0.064524237 0.099644461 8.8114199 #> 783 0.176926501 0.113715105 -15.9523425 #> 784 0.075708146 -0.246235811 1.8527718 #> 785 -0.890163772 0.018317135 1.7636756 #> 786 0.930205362 0.122954804 15.3722437 #> 787 -0.165200263 -0.200741498 -11.7759961 #> 788 0.215633949 0.120578657 -2.8702685 #> 789 -0.210137306 -0.092766825 11.5393091 #> 790 -0.066097555 -0.182021248 -1.2980116 #> 791 -0.287029791 -0.081243060 -15.8531082 #> 792 0.096445113 0.444914434 4.7521878 #> 793 0.413309252 0.040419813 15.3440911 #> 794 0.197335351 -0.463260634 -18.3280455 #> 795 -0.359951846 0.248674147 3.3711593 #> 796 -0.553913527 -0.232007145 -0.6571838 #> 797 0.494201101 0.420237732 -9.3034516 #> 798 -0.199593915 0.071890926 10.1017754 #> 799 0.187593927 0.047413466 4.1068136 #> 800 -0.367515081 -0.416628475 -24.7481263 #> 801 0.110652227 -0.041694042 18.6402481 #> 802 -0.042126342 0.240426589 -15.8083025 #> 803 0.015160589 0.096498564 11.1708254 #> 804 0.259617182 0.030087643 6.5784242 #> 805 -0.114958113 -0.029718366 -19.5840896 #> 806 0.576386269 -0.429798182 6.8257190 #> 807 -0.602683375 0.228882797 19.3698408 #> 808 -0.225999864 0.311782170 -17.0859896 #> 809 0.500639373 -0.145613453 2.9720687 #> 810 -0.209494722 -0.426561716 -6.3184209 #> 811 0.266374238 0.085744146 27.1245118 #> 812 -0.410138928 0.259405558 -15.2716605 #> 813 0.279150234 0.110883493 -0.2339727 #> 814 -0.290107507 -0.410312574 1.3784473 #> 815 0.194006044 0.043373860 13.8365258 #> 816 0.287270225 0.006006207 -25.5056162 #> 817 -0.247345772 0.345498632 23.1938603 #> 818 -0.223125646 0.091222239 -3.7165462 #> 819 0.308227185 -0.324993611 -14.6373280 #> 820 -0.048358525 -0.120235852 -4.4740984 #> 821 -0.156614736 0.169464389 16.3206098 #> 822 -0.201417377 0.247640457 -5.6548240 #> 823 0.227071468 -0.401529667 2.2748754 #> 824 -0.007555453 0.439635987 -0.1595699 #> 825 0.076316690 -0.314473108 -16.7198606 #> 826 -0.154026208 -0.225840885 22.9991098 #> 827 0.168597472 0.190423758 -5.9523314 #> 828 0.052980017 -0.084926730 -2.0215337 #> 829 0.099078114 -0.001768670 -8.9893929 #> 830 -0.343826751 -0.102519647 -5.0617928 #> 831 0.098866692 0.462831515 12.4706444 #> 832 -0.098829186 -0.178553024 15.9069312 #> 833 0.060632189 -0.176701408 -15.6250145 #> 834 0.381343433 0.296983995 -3.1182104 #> 835 -0.072160660 -0.031191856 -2.6539223 #> 836 0.055006456 0.121094807 -14.9181948 #> 837 -0.052987426 -0.232109650 10.3043758 #> 838 -0.087344022 -0.139010352 5.2136938 #> 839 -0.464659827 0.275069285 -5.6574819 #> 840 0.276124135 0.183689660 11.2296970 #> 841 0.252190060 -0.334063632 -14.0395285 #> 842 -0.498715175 0.211003463 -1.4726871 #> 843 0.196162356 -0.106494373 22.5695662 #> 844 0.365816733 0.023501566 -18.1036941 #> 845 -0.327335562 -0.253272418 14.2016053 #> 846 0.469663200 -0.129367779 -11.0213202 #> 847 -0.380048363 0.036333957 2.1232694 #> 848 0.171805546 -0.030496767 6.1191398 #> 849 -0.115372180 0.174253518 5.9530589 #> 850 -0.108892981 0.008965954 5.8287910 #> 851 0.148398072 0.344087349 -8.4141645 #> 852 -0.393941807 -0.077807151 -7.0315408 #> 853 0.170514924 -0.390017424 10.1251790 #> 854 0.238443951 0.145376397 9.7358719 #> 855 -0.094535819 -0.056639732 -20.1823975 #> 856 0.065881376 0.374713737 2.2348351 #> 857 0.234884927 -0.471735681 5.8700792 #> 858 -0.148110250 0.143750196 -16.1936983 #> 859 -0.308178899 -0.075366487 -2.8807672 #> 860 0.188572057 0.195538782 15.6524780 #> 861 -0.020740220 -0.200544173 0.9213956 #> 862 -0.332482690 0.466449393 -3.3260430 #> 863 0.497876617 -0.220982158 10.3977071 #> 864 0.310308933 -0.053973714 3.3022905 #> 865 -0.438139663 -0.123242493 -4.6348181 #> 866 0.052886841 0.037157367 -15.2681432 #> 867 -0.360731318 0.193245697 5.8782861 #> 868 0.141844932 -0.218080487 18.3319071 #> 869 0.168120615 0.164819993 -15.3172639 #> 870 -0.150499798 0.081963290 9.1542837 #> 871 0.024583441 -0.321352802 -15.2441627 #> 872 0.234528014 -0.120958917 -5.2507718 #> 873 -0.268394621 0.395212915 10.8397037 #> 874 0.271894354 -0.028963579 -32.2443997 #> 875 -0.216821832 -0.066195433 20.4521392 #> 876 0.311985574 -0.111666356 20.2597409 #> 877 -0.335171869 0.040564023 -11.2149940 #> 878 -0.346956004 0.338705125 9.8190935 #> 879 0.328535109 -0.114462901 -20.9018006 #> 880 0.556839345 -0.136797758 8.4664328 #> 881 -0.419639128 0.013890552 9.6341730 #> 882 -0.064524237 0.099644461 8.8114199 #> 883 0.176926501 0.113715105 -15.9523425 #> 884 0.075708146 -0.246235811 1.8527718 #> 885 -0.890163772 0.018317135 1.7636756 #> 886 0.930205362 0.122954804 15.3722437 #> 887 -0.165200263 -0.200741498 -11.7759961 #> 888 0.215633949 0.120578657 -2.8702685 #> 889 -0.210137306 -0.092766825 11.5393091 #> 890 -0.066097555 -0.182021248 -1.2980116 #> 891 -0.287029791 -0.081243060 -15.8531082 #> 892 0.096445113 0.444914434 4.7521878 #> 893 0.413309252 0.040419813 15.3440911 #> 894 0.197335351 -0.463260634 -18.3280455 #> 895 -0.359951846 0.248674147 3.3711593 #> 896 -0.553913527 -0.232007145 -0.6571838 #> 897 0.494201101 0.420237732 -9.3034516 #> 898 -0.199593915 0.071890926 10.1017754 #> 899 0.187593927 0.047413466 4.1068136 #> 900 -0.367515081 -0.416628475 -24.7481263 #> 901 0.110652227 -0.041694042 18.6402481 #> 902 -0.042126342 0.240426589 -15.8083025 #> 903 0.015160589 0.096498564 11.1708254 #> 904 0.259617182 0.030087643 6.5784242 #> 905 -0.114958113 -0.029718366 -19.5840896 #> 906 0.576386269 -0.429798182 6.8257190 #> 907 -0.602683375 0.228882797 19.3698408 #> 908 -0.225999864 0.311782170 -17.0859896 #> 909 0.500639373 -0.145613453 2.9720687 #> 910 -0.209494722 -0.426561716 -6.3184209 #> 911 0.266374238 0.085744146 27.1245118 #> 912 -0.410138928 0.259405558 -15.2716605 #> 913 0.279150234 0.110883493 -0.2339727 #> 914 -0.290107507 -0.410312574 1.3784473 #> 915 0.194006044 0.043373860 13.8365258 #> 916 0.287270225 0.006006207 -25.5056162 #> 917 -0.247345772 0.345498632 23.1938603 #> 918 -0.223125646 0.091222239 -3.7165462 #> 919 0.308227185 -0.324993611 -14.6373280 #> 920 -0.048358525 -0.120235852 -4.4740984 #> 921 -0.156614736 0.169464389 16.3206098 #> 922 -0.201417377 0.247640457 -5.6548240 #> 923 0.227071468 -0.401529667 2.2748754 #> 924 -0.007555453 0.439635987 -0.1595699 #> 925 0.076316690 -0.314473108 -16.7198606 #> 926 -0.154026208 -0.225840885 22.9991098 #> 927 0.168597472 0.190423758 -5.9523314 #> 928 0.052980017 -0.084926730 -2.0215337 #> 929 0.099078114 -0.001768670 -8.9893929 #> 930 -0.343826751 -0.102519647 -5.0617928 #> 931 0.098866692 0.462831515 12.4706444 #> 932 -0.098829186 -0.178553024 15.9069312 #> 933 0.060632189 -0.176701408 -15.6250145 #> 934 0.381343433 0.296983995 -3.1182104 #> 935 -0.072160660 -0.031191856 -2.6539223 #> 936 0.055006456 0.121094807 -14.9181948 #> 937 -0.052987426 -0.232109650 10.3043758 #> 938 -0.087344022 -0.139010352 5.2136938 #> 939 -0.464659827 0.275069285 -5.6574819 #> 940 0.276124135 0.183689660 11.2296970 #> 941 0.252190060 -0.334063632 -14.0395285 #> 942 -0.498715175 0.211003463 -1.4726871 #> 943 0.196162356 -0.106494373 22.5695662 #> 944 0.365816733 0.023501566 -18.1036941 #> 945 -0.327335562 -0.253272418 14.2016053 #> 946 0.469663200 -0.129367779 -11.0213202 #> 947 -0.380048363 0.036333957 2.1232694 #> 948 0.171805546 -0.030496767 6.1191398 #> 949 -0.115372180 0.174253518 5.9530589 #> 950 -0.108892981 0.008965954 5.8287910 #> 951 0.148398072 0.344087349 -8.4141645 #> 952 -0.393941807 -0.077807151 -7.0315408 #> 953 0.170514924 -0.390017424 10.1251790 #> 954 0.238443951 0.145376397 9.7358719 #> 955 -0.094535819 -0.056639732 -20.1823975 #> 956 0.065881376 0.374713737 2.2348351 #> 957 0.234884927 -0.471735681 5.8700792 #> 958 -0.148110250 0.143750196 -16.1936983 #> 959 -0.308178899 -0.075366487 -2.8807672 #> 960 0.188572057 0.195538782 15.6524780 #> 961 -0.020740220 -0.200544173 0.9213956 #> 962 -0.332482690 0.466449393 -3.3260430 #> 963 0.497876617 -0.220982158 10.3977071 #> 964 0.310308933 -0.053973714 3.3022905 #> 965 -0.438139663 -0.123242493 -4.6348181 #> 966 0.052886841 0.037157367 -15.2681432 #> 967 -0.360731318 0.193245697 5.8782861 #> 968 0.141844932 -0.218080487 18.3319071 #> 969 0.168120615 0.164819993 -15.3172639 #> 970 -0.150499798 0.081963290 9.1542837 #> 971 0.024583441 -0.321352802 -15.2441627 #> 972 0.234528014 -0.120958917 -5.2507718 #> 973 -0.268394621 0.395212915 10.8397037 #> 974 0.271894354 -0.028963579 -32.2443997 #> 975 -0.216821832 -0.066195433 20.4521392 #> 976 0.311985574 -0.111666356 20.2597409 #> 977 -0.335171869 0.040564023 -11.2149940 #> 978 -0.346956004 0.338705125 9.8190935 #> 979 0.328535109 -0.114462901 -20.9018006 #> 980 0.556839345 -0.136797758 8.4664328 #> 981 -0.419639128 0.013890552 9.6341730 #> 982 -0.064524237 0.099644461 8.8114199 #> 983 0.176926501 0.113715105 -15.9523425 #> 984 0.075708146 -0.246235811 1.8527718 #> 985 -0.890163772 0.018317135 1.7636756 #> 986 0.930205362 0.122954804 15.3722437 #> 987 -0.165200263 -0.200741498 -11.7759961 #> 988 0.215633949 0.120578657 -2.8702685 #> 989 -0.210137306 -0.092766825 11.5393091 #> 990 -0.066097555 -0.182021248 -1.2980116 #> 991 -0.287029791 -0.081243060 -15.8531082 #> 992 0.096445113 0.444914434 4.7521878 #> 993 0.413309252 0.040419813 15.3440911 #> 994 0.197335351 -0.463260634 -18.3280455 #> 995 -0.359951846 0.248674147 3.3711593 #> 996 -0.553913527 -0.232007145 -0.6571838 #> 997 0.494201101 0.420237732 -9.3034516 #> 998 -0.199593915 0.071890926 10.1017754 #> 999 0.187593927 0.047413466 4.1068136 #> 1000 -0.367515081 -0.416628475 -24.7481263 rowdiff(yields[1:5,], exclude="factor", na.rm = TRUE, na_action = "get_mode",direction = "reverse") #> height weight yield #> 1 -0.04212634 0.24042659 -15.808303 #> 2 -0.04212634 0.24042659 -15.808303 #> 3 0.01516059 0.09649856 11.170825 #> 4 0.25961718 0.03008764 6.578424 #> 5 -0.11495811 -0.02971837 -19.584090