Detection of 1000-error
ThError.RdDetects units with possible 1000-error by comparing values in period t with revised values from period t-1
Value
Output of ThError is a data set of class data.frame. Thousand Error is only checked if both x1 and x2 are not missing and not zero. The variables are:
- id
The input identification variable.
- x1
The input x1 variable
- x2
The input x2 variable
- outlier
A binary (1/0) variable indicating whether the we suspect a 1000 error or not
- diffLog10
The difference log10(x1) - log10(x2)
- lowerLimit
The input parameter ll
- upperLimit
The input parameter ul
References
Datarevisjon: Kontroll, granskning og retting av data. Anbefalt praksis, Statistisk sentralbyrås håndbøker, 2005/84.
Examples
minedata <- KostraData("testdata")
minedata$areal_381_eier_2015[c(1, 4, 5)] <- 1000 * minedata$areal_381_eier_2015[c(1, 4, 5)]
ThError(data = minedata, id = "Region", x1 = "areal_381_eier_2015", x2 = "areal_381_eier_2014")
#> id x1 x2 outlier diffLog10 lowerLimit upperLimit
#> 1 10100 9020000 9720 1 2.9675402726 -2.5 2.5
#> 2 10500 24417 18364 0 0.1237250191 -2.5 2.5
#> 3 10600 38167000 35997 1 3.0254217169 -2.5 2.5
#> 4 11100 2790000 3448 1 2.9080369461 -2.5 2.5
#> 5 11800 1025 1025 0 0.0000000000 -2.5 2.5
#> 6 11900 1900 1900 0 0.0000000000 -2.5 2.5
#> 7 12200 3169 2500 0 0.1029822305 -2.5 2.5
#> 8 12300 2537 2537 0 0.0000000000 -2.5 2.5
#> 9 12400 7549 7549 0 0.0000000000 -2.5 2.5
#> 10 12500 4150 4150 0 0.0000000000 -2.5 2.5
#> 11 13500 3520 3520 0 0.0000000000 -2.5 2.5
#> 12 13600 7946 7946 0 0.0000000000 -2.5 2.5
#> 13 13700 1298 1212 0 0.0297720726 -2.5 2.5
#> 14 13800 500 500 0 0.0000000000 -2.5 2.5
#> 15 21100 11929 11797 0 0.0048324592 -2.5 2.5
#> 16 21300 21799 22200 0 -0.0079164031 -2.5 2.5
#> 17 21400 6208 6208 0 0.0000000000 -2.5 2.5
#> 18 21500 4350 4350 0 0.0000000000 -2.5 2.5
#> 19 21600 13678 21063 0 -0.1874976284 -2.5 2.5
#> 20 21700 11582 11582 0 0.0000000000 -2.5 2.5
#> 21 21900 74171 74171 0 0.0000000000 -2.5 2.5
#> 22 22000 38503 36303 0 0.0255520537 -2.5 2.5
#> 23 22700 1470 1470 0 0.0000000000 -2.5 2.5
#> 24 22800 7753 7753 0 0.0000000000 -2.5 2.5
#> 25 22900 7585 7585 0 0.0000000000 -2.5 2.5
#> 26 23000 22511 22511 0 0.0000000000 -2.5 2.5
#> 27 23100 25607 24183 0 0.0248485256 -2.5 2.5
#> 28 23500 20951 21000 0 -0.0010145379 -2.5 2.5
#> 29 23600 3425 3452 0 -0.0034102112 -2.5 2.5
#> 30 23700 10788 10533 0 0.0103888536 -2.5 2.5
#> 31 23800 3320 3320 0 0.0000000000 -2.5 2.5
#> 32 23900 1989 1989 0 0.0000000000 -2.5 2.5
#> 33 40200 9400 9450 0 -0.0023039549 -2.5 2.5
#> 34 40300 4296 20296 0 -0.6743461815 -2.5 2.5
#> 35 41200 6698 6698 0 0.0000000000 -2.5 2.5
#> 36 41500 3020 3020 0 0.0000000000 -2.5 2.5
#> 37 41800 2862 2862 0 0.0000000000 -2.5 2.5
#> 38 41900 3194 3194 0 0.0000000000 -2.5 2.5
#> 39 42000 3405 3405 0 0.0000000000 -2.5 2.5
#> 40 42300 2958 2958 0 0.0000000000 -2.5 2.5
#> 41 42500 3700 3700 0 0.0000000000 -2.5 2.5
#> 42 42600 1315 1315 0 0.0000000000 -2.5 2.5
#> 43 42700 7213 7213 0 0.0000000000 -2.5 2.5
#> 44 42900 1668 1668 0 0.0000000000 -2.5 2.5
#> 45 43000 2092 2092 0 0.0000000000 -2.5 2.5
#> 46 43200 1144 1144 0 0.0000000000 -2.5 2.5
#> 47 43400 1600 1600 0 0.0000000000 -2.5 2.5
#> 48 43600 1080 1080 0 0.0000000000 -2.5 2.5
#> 49 43700 2450 2450 0 0.0000000000 -2.5 2.5
#> 50 43900 1182 1182 0 0.0000000000 -2.5 2.5
#> 51 44100 2852 2900 0 -0.0072484767 -2.5 2.5
#> 52 50100 19444 19444 0 0.0000000000 -2.5 2.5
#> 53 50200 9415 4765 0 0.2957574194 -2.5 2.5
#> 54 51100 1780 1780 0 0.0000000000 -2.5 2.5
#> 55 51200 748 748 0 0.0000000000 -2.5 2.5
#> 56 51300 3100 3100 0 0.0000000000 -2.5 2.5
#> 57 51400 2030 2030 0 0.0000000000 -2.5 2.5
#> 58 51500 2400 2400 0 0.0000000000 -2.5 2.5
#> 59 51600 4088 4088 0 0.0000000000 -2.5 2.5
#> 60 51700 5900 5900 0 0.0000000000 -2.5 2.5
#> 61 51900 4216 4216 0 0.0000000000 -2.5 2.5
#> 62 52000 1990 1990 0 0.0000000000 -2.5 2.5
#> 63 52100 2468 1996 0 0.0921846184 -2.5 2.5
#> 64 52200 2547 2547 0 0.0000000000 -2.5 2.5
#> 65 52800 1405 1405 0 0.0000000000 -2.5 2.5
#> 66 52900 4260 4250 0 0.0010206691 -2.5 2.5
#> 67 53200 2213 2213 0 0.0000000000 -2.5 2.5
#> 68 53400 2773 2773 0 0.0000000000 -2.5 2.5
#> 69 53600 2555 2555 0 0.0000000000 -2.5 2.5
#> 70 53800 2587 2587 0 0.0000000000 -2.5 2.5
#> 71 54100 3100 3100 0 0.0000000000 -2.5 2.5
#> 72 54200 5988 5988 0 0.0000000000 -2.5 2.5
#> 73 54300 627 627 0 0.0000000000 -2.5 2.5
#> 74 60500 8718 11464 0 -0.1189193127 -2.5 2.5
#> 75 61200 1548 1548 0 0.0000000000 -2.5 2.5
#> 76 61500 2570 2570 0 0.0000000000 -2.5 2.5
#> 77 61600 2915 2915 0 0.0000000000 -2.5 2.5
#> 78 61700 5800 5800 0 0.0000000000 -2.5 2.5
#> 79 61800 2795 2795 0 0.0000000000 -2.5 2.5
#> 80 61900 2295 2295 0 0.0000000000 -2.5 2.5
#> 81 62000 3090 3245 0 -0.0212562217 -2.5 2.5
#> 82 62300 4507 4507 0 0.0000000000 -2.5 2.5
#> 83 62400 6000 6000 0 0.0000000000 -2.5 2.5
#> 84 62500 3718 3718 0 0.0000000000 -2.5 2.5
#> 85 62600 7678 6506 0 0.0719340488 -2.5 2.5
#> 86 63300 2119 2119 0 0.0000000000 -2.5 2.5
#> 87 70100 8577 9029 0 -0.0223042429 -2.5 2.5
#> 88 70200 3099 4606 0 -0.1721023574 -2.5 2.5
#> 89 70400 29223 29917 0 -0.0101932434 -2.5 2.5
#> 90 70600 8211 8211 0 0.0000000000 -2.5 2.5
#> 91 70900 13787 11321 0 0.0855849852 -2.5 2.5
#> 92 71100 3855 3855 0 0.0000000000 -2.5 2.5
#> 93 71300 5900 3900 0 0.1797874046 -2.5 2.5
#> 94 71400 2027 2027 0 0.0000000000 -2.5 2.5
#> 95 71600 8200 8200 0 0.0000000000 -2.5 2.5
#> 96 71900 3240 3240 0 0.0000000000 -2.5 2.5
#> 97 72000 4608 4608 0 0.0000000000 -2.5 2.5
#> 98 72200 8382 8382 0 0.0000000000 -2.5 2.5
#> 99 72300 1831 1831 0 0.0000000000 -2.5 2.5
#> 100 72800 744 744 0 0.0000000000 -2.5 2.5
#> 101 80500 19328 19328 0 0.0000000000 -2.5 2.5
#> 102 80600 9200 5000 0 0.2648178230 -2.5 2.5
#> 103 80700 5450 7875 0 -0.1598540602 -2.5 2.5
#> 104 81400 3317 3317 0 0.0000000000 -2.5 2.5
#> 105 81500 5716 6017 0 -0.0222877914 -2.5 2.5
#> 106 81900 5575 5575 0 0.0000000000 -2.5 2.5
#> 107 82200 540 540 0 0.0000000000 -2.5 2.5
#> 108 82600 4697 4697 0 0.0000000000 -2.5 2.5
#> 109 82800 1025 1025 0 0.0000000000 -2.5 2.5
#> 110 82900 2700 2700 0 0.0000000000 -2.5 2.5
#> 111 83100 1150 1000 0 0.0606978404 -2.5 2.5
#> 112 83300 2100 2100 0 0.0000000000 -2.5 2.5
#> 113 83400 12410 12410 0 0.0000000000 -2.5 2.5
#> 114 90100 5494 5494 0 0.0000000000 -2.5 2.5
#> 115 90400 10391 8970 0 0.0638649018 -2.5 2.5
#> 116 91100 546 546 0 0.0000000000 -2.5 2.5
#> 117 91200 2000 2000 0 0.0000000000 -2.5 2.5
#> 118 91900 9886 9477 0 0.0183497255 -2.5 2.5
#> 119 92600 9036 9036 0 0.0000000000 -2.5 2.5
#> 120 92800 2341 2451 0 -0.0199418976 -2.5 2.5
#> 121 92900 2835 2835 0 0.0000000000 -2.5 2.5
#> 122 93500 1916 2001 0 -0.0188515839 -2.5 2.5
#> 123 93700 275 275 0 0.0000000000 -2.5 2.5
#> 124 94000 3000 3000 0 0.0000000000 -2.5 2.5
#> 125 100100 61868 52678 0 0.0698367989 -2.5 2.5
#> 126 100200 9039 9039 0 0.0000000000 -2.5 2.5
#> 127 100300 12099 6599 0 0.2632713484 -2.5 2.5
#> 128 100400 5010 5010 0 0.0000000000 -2.5 2.5
#> 129 101400 7426 7426 0 0.0000000000 -2.5 2.5
#> 130 101700 3800 3239 0 0.0693726486 -2.5 2.5
#> 131 101800 2606 4606 0 -0.2473495223 -2.5 2.5
#> 132 102100 2003 2003 0 0.0000000000 -2.5 2.5
#> 133 102600 1355 3450 0 -0.4058797999 -2.5 2.5
#> 134 102700 440 440 0 0.0000000000 -2.5 2.5
#> 135 102900 2673 3257 0 -0.0858187998 -2.5 2.5
#> 136 103200 1200 1200 0 0.0000000000 -2.5 2.5
#> 137 103700 3895 3895 0 0.0000000000 -2.5 2.5
#> 138 104600 1400 1790 0 -0.1067249953 -2.5 2.5
#> 139 110100 4631 4631 0 0.0000000000 -2.5 2.5
#> 140 110200 26391 20646 0 0.1066199237 -2.5 2.5
#> 141 110300 60935 59657 0 0.0092054055 -2.5 2.5
#> 142 110600 13610 13610 0 0.0000000000 -2.5 2.5
#> 143 111100 612 612 0 0.0000000000 -2.5 2.5
#> 144 112000 7170 7170 0 0.0000000000 -2.5 2.5
#> 145 112100 4132 8159 0 -0.2954766203 -2.5 2.5
#> 146 112200 4195 4195 0 0.0000000000 -2.5 2.5
#> 147 112400 22700 22700 0 0.0000000000 -2.5 2.5
#> 148 112700 6432 6432 0 0.0000000000 -2.5 2.5
#> 149 112900 89 89 0 0.0000000000 -2.5 2.5
#> 150 113000 4168 712 0 0.7674477167 -2.5 2.5
#> 151 113300 1790 1790 0 0.0000000000 -2.5 2.5
#> 152 113400 2803 2803 0 0.0000000000 -2.5 2.5
#> 153 113500 5988 5225 0 0.0591954969 -2.5 2.5
#> 154 114200 4050 4050 0 0.0000000000 -2.5 2.5
#> 155 114600 8550 8550 0 0.0000000000 -2.5 2.5
#> 156 114900 8354 8390 0 -0.0018674899 -2.5 2.5
#> 157 115100 450 500 0 -0.0457574906 -2.5 2.5
#> 158 116000 10516 10516 0 0.0000000000 -2.5 2.5
#> 159 120100 94310 101071 0 -0.0300688178 -2.5 2.5
#> 160 121100 651 651 0 0.0000000000 -2.5 2.5
#> 161 121600 1900 1900 0 0.0000000000 -2.5 2.5
#> 162 121900 2975 2975 0 0.0000000000 -2.5 2.5
#> 163 122200 497 1290 0 -0.4142333216 -2.5 2.5
#> 164 122300 2200 2200 0 0.0000000000 -2.5 2.5
#> 165 122400 2927 3327 0 -0.0556300784 -2.5 2.5
#> 166 122800 6398 6398 0 0.0000000000 -2.5 2.5
#> 167 123100 600 600 0 0.0000000000 -2.5 2.5
#> 168 123200 2207 2207 0 0.0000000000 -2.5 2.5
#> 169 123300 200 150 0 0.1249387366 -2.5 2.5
#> 170 123500 6805 6805 0 0.0000000000 -2.5 2.5
#> 171 123800 7310 7195 0 0.0068865787 -2.5 2.5
#> 172 124200 440 440 0 0.0000000000 -2.5 2.5
#> 173 124300 12075 12944 0 -0.0301813648 -2.5 2.5
#> 174 124400 3200 3200 0 0.0000000000 -2.5 2.5
#> 175 124500 3658 3658 0 0.0000000000 -2.5 2.5
#> 176 124700 10257 10257 0 0.0000000000 -2.5 2.5
#> 177 125100 4911 3460 0 0.1520938353 -2.5 2.5
#> 178 125200 2520 2520 0 0.0000000000 -2.5 2.5
#> 179 125300 1874 1874 0 0.0000000000 -2.5 2.5
#> 180 125900 1121 1121 0 0.0000000000 -2.5 2.5
#> 181 126000 3956 3956 0 0.0000000000 -2.5 2.5
#> 182 126300 11486 11468 0 0.0006811277 -2.5 2.5
#> 183 126400 2248 2248 0 0.0000000000 -2.5 2.5
#> 184 126500 1471 1471 0 0.0000000000 -2.5 2.5
#> 185 126600 2700 2700 0 0.0000000000 -2.5 2.5
#> 186 140100 4017 4017 0 0.0000000000 -2.5 2.5
#> 187 141200 1019 1019 0 0.0000000000 -2.5 2.5
#> 188 141300 1568 1568 0 0.0000000000 -2.5 2.5
#> 189 141600 4584 4584 0 0.0000000000 -2.5 2.5
#> 190 141700 2019 2019 0 0.0000000000 -2.5 2.5
#> 191 141800 2645 2645 0 0.0000000000 -2.5 2.5
#> 192 142100 2570 2570 0 0.0000000000 -2.5 2.5
#> 193 142200 3726 3726 0 0.0000000000 -2.5 2.5
#> 194 142400 5950 6296 0 -0.0245477536 -2.5 2.5
#> 195 142600 2999 1964 0 0.1838349823 -2.5 2.5
#> 196 142900 2277 2277 0 0.0000000000 -2.5 2.5
#> 197 143200 11500 6000 0 0.2825465900 -2.5 2.5
#> 198 143300 1200 1200 0 0.0000000000 -2.5 2.5
#> 199 143800 3506 3506 0 0.0000000000 -2.5 2.5
#> 200 144300 2800 2800 0 0.0000000000 -2.5 2.5
#> 201 144400 2500 2500 0 0.0000000000 -2.5 2.5
#> 202 144500 6639 3308 0 0.3025371678 -2.5 2.5
#> 203 144900 1307 1307 0 0.0000000000 -2.5 2.5
#> 204 150500 9913 9910 0 0.0001314517 -2.5 2.5
#> 205 151100 1856 1856 0 0.0000000000 -2.5 2.5
#> 206 151900 2000 2000 0 0.0000000000 -2.5 2.5
#> 207 152000 2350 2350 0 0.0000000000 -2.5 2.5
#> 208 152300 2262 2262 0 0.0000000000 -2.5 2.5
#> 209 152600 2450 2450 0 0.0000000000 -2.5 2.5
#> 210 152800 3045 3045 0 0.0000000000 -2.5 2.5
#> 211 152900 2470 2470 0 0.0000000000 -2.5 2.5
#> 212 153100 3000 3000 0 0.0000000000 -2.5 2.5
#> 213 153200 6968 6968 0 0.0000000000 -2.5 2.5
#> 214 153500 6015 6015 0 0.0000000000 -2.5 2.5
#> 215 153900 4844 4917 0 -0.0064960738 -2.5 2.5
#> 216 154600 3118 3118 0 0.0000000000 -2.5 2.5
#> 217 154800 3000 3000 0 0.0000000000 -2.5 2.5
#> 218 155100 6287 6287 0 0.0000000000 -2.5 2.5
#> 219 155400 1825 1825 0 0.0000000000 -2.5 2.5
#> 220 155700 3745 3745 0 0.0000000000 -2.5 2.5
#> 221 156000 1500 1500 0 0.0000000000 -2.5 2.5
#> 222 156300 5193 5193 0 0.0000000000 -2.5 2.5
#> 223 156600 2100 2100 0 0.0000000000 -2.5 2.5
#> 224 157100 1715 1715 0 0.0000000000 -2.5 2.5
#> 225 157300 1890 1692 0 0.0480614455 -2.5 2.5
#> 226 157600 3730 3066 0 0.0851366813 -2.5 2.5
#> 227 160100 42752 42418 0 0.0034062487 -2.5 2.5
#> 228 161200 5078 5078 0 0.0000000000 -2.5 2.5
#> 229 161300 342 342 0 0.0000000000 -2.5 2.5
#> 230 162000 2044 2044 0 0.0000000000 -2.5 2.5
#> 231 162100 3545 3545 0 0.0000000000 -2.5 2.5
#> 232 162200 3300 3300 0 0.0000000000 -2.5 2.5
#> 233 162700 3179 3179 0 0.0000000000 -2.5 2.5
#> 234 163300 1082 1082 0 0.0000000000 -2.5 2.5
#> 235 163400 2165 1952 0 0.0449780874 -2.5 2.5
#> 236 163500 3842 3872 0 -0.0033779881 -2.5 2.5
#> 237 163800 4098 4870 0 -0.0749570071 -2.5 2.5
#> 238 164800 3715 3915 0 -0.0227729483 -2.5 2.5
#> 239 165300 9611 9611 0 0.0000000000 -2.5 2.5
#> 240 165700 2500 2500 0 0.0000000000 -2.5 2.5
#> 241 166200 2549 2549 0 0.0000000000 -2.5 2.5
#> 242 166300 7560 7516 0 0.0025350241 -2.5 2.5
#> 243 166400 3235 3235 0 0.0000000000 -2.5 2.5
#> 244 166500 3000 3000 0 0.0000000000 -2.5 2.5
#> 245 170300 11596 11596 0 0.0000000000 -2.5 2.5
#> 246 171100 7100 7100 0 0.0000000000 -2.5 2.5
#> 247 171400 20710 20506 0 0.0042991459 -2.5 2.5
#> 248 171800 2225 2225 0 0.0000000000 -2.5 2.5
#> 249 171900 2801 2500 0 0.0493731002 -2.5 2.5
#> 250 172100 500 500 0 0.0000000000 -2.5 2.5
#> 251 173800 4410 4410 0 0.0000000000 -2.5 2.5
#> 252 173900 1586 1586 0 0.0000000000 -2.5 2.5
#> 253 174000 2412 1240 0 0.2889556183 -2.5 2.5
#> 254 174200 2841 2841 0 0.0000000000 -2.5 2.5
#> 255 174400 1916 1916 0 0.0000000000 -2.5 2.5
#> 256 174800 288 288 0 0.0000000000 -2.5 2.5
#> 257 174900 1768 1768 0 0.0000000000 -2.5 2.5
#> 258 175000 4056 4056 0 0.0000000000 -2.5 2.5
#> 259 175600 800 800 0 0.0000000000 -2.5 2.5
#> 260 180400 15263 22018 0 -0.1591379632 -2.5 2.5
#> 261 180500 10530 10530 0 0.0000000000 -2.5 2.5
#> 262 181200 2200 1400 0 0.1962946451 -2.5 2.5
#> 263 181300 2920 2920 0 0.0000000000 -2.5 2.5
#> 264 181600 112 112 0 0.0000000000 -2.5 2.5
#> 265 181800 1909 1909 0 0.0000000000 -2.5 2.5
#> 266 182000 5845 5845 0 0.0000000000 -2.5 2.5
#> 267 182200 900 1000 0 -0.0457574906 -2.5 2.5
#> 268 182400 11200 11200 0 0.0000000000 -2.5 2.5
#> 269 182500 313 313 0 0.0000000000 -2.5 2.5
#> 270 182600 1955 2074 0 -0.0256619903 -2.5 2.5
#> 271 182700 2500 2500 0 0.0000000000 -2.5 2.5
#> 272 183200 3716 3716 0 0.0000000000 -2.5 2.5
#> 273 183300 10751 10751 0 0.0000000000 -2.5 2.5
#> 274 183400 1260 1260 0 0.0000000000 -2.5 2.5
#> 275 183500 1770 1700 0 0.0175243450 -2.5 2.5
#> 276 184000 3998 3998 0 0.0000000000 -2.5 2.5
#> 277 184100 6132 6132 0 0.0000000000 -2.5 2.5
#> 278 184800 2900 2207 0 0.1185956647 -2.5 2.5
#> 279 185200 1150 1150 0 0.0000000000 -2.5 2.5
#> 280 185400 950 950 0 0.0000000000 -2.5 2.5
#> 281 185700 320 300 0 0.0280287236 -2.5 2.5
#> 282 185900 500 500 0 0.0000000000 -2.5 2.5
#> 283 186000 11380 11380 0 0.0000000000 -2.5 2.5
#> 284 186500 10360 7954 0 0.1147741688 -2.5 2.5
#> 285 186600 5210 5210 0 0.0000000000 -2.5 2.5
#> 286 186800 3321 3052 0 0.0366843463 -2.5 2.5
#> 287 187000 5932 5932 0 0.0000000000 -2.5 2.5
#> 288 190200 31859 25979 0 0.0886097100 -2.5 2.5
#> 289 190300 14981 14981 0 0.0000000000 -2.5 2.5
#> 290 191100 3750 3750 0 0.0000000000 -2.5 2.5
#> 291 191300 4000 4000 0 0.0000000000 -2.5 2.5
#> 292 191700 1500 1500 0 0.0000000000 -2.5 2.5
#> 293 191900 593 593 0 0.0000000000 -2.5 2.5
#> 294 192000 1963 1963 0 0.0000000000 -2.5 2.5
#> 295 192200 5030 5030 0 0.0000000000 -2.5 2.5
#> 296 192300 2164 2164 0 0.0000000000 -2.5 2.5
#> 297 192500 3650 3650 0 0.0000000000 -2.5 2.5
#> 298 192900 2532 2532 0 0.0000000000 -2.5 2.5
#> 299 193100 5837 5833 0 0.0002977169 -2.5 2.5
#> 300 193600 1898 2298 0 -0.0830538163 -2.5 2.5
#> 301 193800 2500 2500 0 0.0000000000 -2.5 2.5
#> 302 193900 1200 1200 0 0.0000000000 -2.5 2.5
#> 303 194100 2023 2022 0 0.0002147315 -2.5 2.5
#> 304 194200 2560 2560 0 0.0000000000 -2.5 2.5
#> 305 200200 3910 3500 0 0.0481087130 -2.5 2.5
#> 306 200400 19291 19291 0 0.0000000000 -2.5 2.5
#> 307 201200 2649 2698 0 -0.0079599870 -2.5 2.5
#> 308 201700 1600 1600 0 0.0000000000 -2.5 2.5
#> 309 201800 1572 1572 0 0.0000000000 -2.5 2.5
#> 310 202000 3790 3790 0 0.0000000000 -2.5 2.5
#> 311 202100 3262 3569 0 -0.0390625913 -2.5 2.5
#> 312 202200 2011 2151 0 -0.0292283398 -2.5 2.5
#> 313 202300 2904 2904 0 0.0000000000 -2.5 2.5
#> 314 202400 1820 1820 0 0.0000000000 -2.5 2.5
#> 315 202500 2450 2450 0 0.0000000000 -2.5 2.5
#> 316 202700 400 400 0 0.0000000000 -2.5 2.5
#> 317 10400 0 NA NA NA -2.5 2.5
#> 318 12100 0 0 NA NA -2.5 2.5
#> 319 12700 0 0 NA NA -2.5 2.5
#> 320 12800 0 0 NA NA -2.5 2.5
#> 321 22100 NA NA NA NA -2.5 2.5
#> 322 23400 NA NA NA NA -2.5 2.5
#> 323 30100 0 141228 NA NA -2.5 2.5
#> 324 41700 3168 NA NA NA -2.5 2.5
#> 325 42800 NA 0 NA NA -2.5 2.5
#> 326 43800 NA NA NA NA -2.5 2.5
#> 327 53300 NA 0 NA NA -2.5 2.5
#> 328 54000 0 0 NA NA -2.5 2.5
#> 329 54400 0 0 NA NA -2.5 2.5
#> 330 54500 0 0 NA NA -2.5 2.5
#> 331 60400 6587 0 NA NA -2.5 2.5
#> 332 62100 NA NA NA NA -2.5 2.5
#> 333 62200 0 NA NA NA -2.5 2.5
#> 334 62700 NA NA NA NA -2.5 2.5
#> 335 62800 NA NA NA NA -2.5 2.5
#> 336 63100 NA 700 NA NA -2.5 2.5
#> 337 63200 NA 0 NA NA -2.5 2.5
#> 338 81100 0 0 NA NA -2.5 2.5
#> 339 82100 0 0 NA NA -2.5 2.5
#> 340 82700 NA NA NA NA -2.5 2.5
#> 341 83000 0 1000 NA NA -2.5 2.5
#> 342 91400 0 NA NA NA -2.5 2.5
#> 343 93800 NA 0 NA NA -2.5 2.5
#> 344 94100 0 3094 NA NA -2.5 2.5
#> 345 103400 NA NA NA NA -2.5 2.5
#> 346 111400 NA NA NA NA -2.5 2.5
#> 347 111900 0 NA NA NA -2.5 2.5
#> 348 114100 NA 0 NA NA -2.5 2.5
#> 349 114400 NA 1500 NA NA -2.5 2.5
#> 350 114500 NA NA NA NA -2.5 2.5
#> 351 122100 0 0 NA NA -2.5 2.5
#> 352 122700 0 0 NA NA -2.5 2.5
#> 353 123400 NA 0 NA NA -2.5 2.5
#> 354 124100 NA 600 NA NA -2.5 2.5
#> 355 124600 NA 13973 NA NA -2.5 2.5
#> 356 125600 NA NA NA NA -2.5 2.5
#> 357 141100 0 0 NA NA -2.5 2.5
#> 358 141900 NA 1200 NA NA -2.5 2.5
#> 359 142000 NA NA NA NA -2.5 2.5
#> 360 142800 NA NA NA NA -2.5 2.5
#> 361 143100 0 0 NA NA -2.5 2.5
#> 362 143900 NA NA NA NA -2.5 2.5
#> 363 144100 NA 0 NA NA -2.5 2.5
#> 364 150400 NA NA NA NA -2.5 2.5
#> 365 151400 NA NA NA NA -2.5 2.5
#> 366 151500 NA NA NA NA -2.5 2.5
#> 367 151700 NA 3008 NA NA -2.5 2.5
#> 368 152500 NA 3024 NA NA -2.5 2.5
#> 369 153400 0 2274 NA NA -2.5 2.5
#> 370 154300 NA 1264 NA NA -2.5 2.5
#> 371 154500 0 0 NA NA -2.5 2.5
#> 372 154700 0 0 NA NA -2.5 2.5
#> 373 156700 0 0 NA NA -2.5 2.5
#> 374 161700 NA NA NA NA -2.5 2.5
#> 375 162400 920 NA NA NA -2.5 2.5
#> 376 163000 NA 0 NA NA -2.5 2.5
#> 377 163200 NA 0 NA NA -2.5 2.5
#> 378 163600 0 NA NA NA -2.5 2.5
#> 379 164000 382 NA NA NA -2.5 2.5
#> 380 164400 0 NA NA NA -2.5 2.5
#> 381 170200 0 0 NA NA -2.5 2.5
#> 382 171700 200 0 NA NA -2.5 2.5
#> 383 172400 0 0 NA NA -2.5 2.5
#> 384 172500 NA NA NA NA -2.5 2.5
#> 385 173600 0 0 NA NA -2.5 2.5
#> 386 174300 NA 0 NA NA -2.5 2.5
#> 387 175100 3000 NA NA NA -2.5 2.5
#> 388 175500 NA 0 NA NA -2.5 2.5
#> 389 181100 0 0 NA NA -2.5 2.5
#> 390 181500 0 0 NA NA -2.5 2.5
#> 391 182800 0 0 NA NA -2.5 2.5
#> 392 183600 0 0 NA NA -2.5 2.5
#> 393 183700 NA 2315 NA NA -2.5 2.5
#> 394 183800 0 1600 NA NA -2.5 2.5
#> 395 183900 0 0 NA NA -2.5 2.5
#> 396 184500 2908 NA NA NA -2.5 2.5
#> 397 185000 NA 580 NA NA -2.5 2.5
#> 398 185100 NA 3051 NA NA -2.5 2.5
#> 399 185300 0 0 NA NA -2.5 2.5
#> 400 185600 NA 1550 NA NA -2.5 2.5
#> 401 187100 NA 3833 NA NA -2.5 2.5
#> 402 187400 NA NA NA NA -2.5 2.5
#> 403 192400 5475 NA NA NA -2.5 2.5
#> 404 192600 0 1300 NA NA -2.5 2.5
#> 405 192700 0 0 NA NA -2.5 2.5
#> 406 192800 0 0 NA NA -2.5 2.5
#> 407 193300 1800 NA NA NA -2.5 2.5
#> 408 194000 0 2189 NA NA -2.5 2.5
#> 409 194300 0 0 NA NA -2.5 2.5
#> 410 201100 NA 2576 NA NA -2.5 2.5
#> 411 201400 0 0 NA NA -2.5 2.5
#> 412 201500 0 700 NA NA -2.5 2.5
#> 413 201900 NA 4513 NA NA -2.5 2.5
#> 414 202800 NA 2900 NA NA -2.5 2.5
#> 415 203000 NA 0 NA NA -2.5 2.5
#> 416 211100 3400 0 NA NA -2.5 2.5
ThError(data = minedata, id = "Region", x1 = "areal_381_eier_2015", x2 = "areal_381_eier_2014",
ll = -2, ul = 2)
#> id x1 x2 outlier diffLog10 lowerLimit upperLimit
#> 1 10100 9020000 9720 1 2.9675402726 -2 2
#> 2 10500 24417 18364 0 0.1237250191 -2 2
#> 3 10600 38167000 35997 1 3.0254217169 -2 2
#> 4 11100 2790000 3448 1 2.9080369461 -2 2
#> 5 11800 1025 1025 0 0.0000000000 -2 2
#> 6 11900 1900 1900 0 0.0000000000 -2 2
#> 7 12200 3169 2500 0 0.1029822305 -2 2
#> 8 12300 2537 2537 0 0.0000000000 -2 2
#> 9 12400 7549 7549 0 0.0000000000 -2 2
#> 10 12500 4150 4150 0 0.0000000000 -2 2
#> 11 13500 3520 3520 0 0.0000000000 -2 2
#> 12 13600 7946 7946 0 0.0000000000 -2 2
#> 13 13700 1298 1212 0 0.0297720726 -2 2
#> 14 13800 500 500 0 0.0000000000 -2 2
#> 15 21100 11929 11797 0 0.0048324592 -2 2
#> 16 21300 21799 22200 0 -0.0079164031 -2 2
#> 17 21400 6208 6208 0 0.0000000000 -2 2
#> 18 21500 4350 4350 0 0.0000000000 -2 2
#> 19 21600 13678 21063 0 -0.1874976284 -2 2
#> 20 21700 11582 11582 0 0.0000000000 -2 2
#> 21 21900 74171 74171 0 0.0000000000 -2 2
#> 22 22000 38503 36303 0 0.0255520537 -2 2
#> 23 22700 1470 1470 0 0.0000000000 -2 2
#> 24 22800 7753 7753 0 0.0000000000 -2 2
#> 25 22900 7585 7585 0 0.0000000000 -2 2
#> 26 23000 22511 22511 0 0.0000000000 -2 2
#> 27 23100 25607 24183 0 0.0248485256 -2 2
#> 28 23500 20951 21000 0 -0.0010145379 -2 2
#> 29 23600 3425 3452 0 -0.0034102112 -2 2
#> 30 23700 10788 10533 0 0.0103888536 -2 2
#> 31 23800 3320 3320 0 0.0000000000 -2 2
#> 32 23900 1989 1989 0 0.0000000000 -2 2
#> 33 40200 9400 9450 0 -0.0023039549 -2 2
#> 34 40300 4296 20296 0 -0.6743461815 -2 2
#> 35 41200 6698 6698 0 0.0000000000 -2 2
#> 36 41500 3020 3020 0 0.0000000000 -2 2
#> 37 41800 2862 2862 0 0.0000000000 -2 2
#> 38 41900 3194 3194 0 0.0000000000 -2 2
#> 39 42000 3405 3405 0 0.0000000000 -2 2
#> 40 42300 2958 2958 0 0.0000000000 -2 2
#> 41 42500 3700 3700 0 0.0000000000 -2 2
#> 42 42600 1315 1315 0 0.0000000000 -2 2
#> 43 42700 7213 7213 0 0.0000000000 -2 2
#> 44 42900 1668 1668 0 0.0000000000 -2 2
#> 45 43000 2092 2092 0 0.0000000000 -2 2
#> 46 43200 1144 1144 0 0.0000000000 -2 2
#> 47 43400 1600 1600 0 0.0000000000 -2 2
#> 48 43600 1080 1080 0 0.0000000000 -2 2
#> 49 43700 2450 2450 0 0.0000000000 -2 2
#> 50 43900 1182 1182 0 0.0000000000 -2 2
#> 51 44100 2852 2900 0 -0.0072484767 -2 2
#> 52 50100 19444 19444 0 0.0000000000 -2 2
#> 53 50200 9415 4765 0 0.2957574194 -2 2
#> 54 51100 1780 1780 0 0.0000000000 -2 2
#> 55 51200 748 748 0 0.0000000000 -2 2
#> 56 51300 3100 3100 0 0.0000000000 -2 2
#> 57 51400 2030 2030 0 0.0000000000 -2 2
#> 58 51500 2400 2400 0 0.0000000000 -2 2
#> 59 51600 4088 4088 0 0.0000000000 -2 2
#> 60 51700 5900 5900 0 0.0000000000 -2 2
#> 61 51900 4216 4216 0 0.0000000000 -2 2
#> 62 52000 1990 1990 0 0.0000000000 -2 2
#> 63 52100 2468 1996 0 0.0921846184 -2 2
#> 64 52200 2547 2547 0 0.0000000000 -2 2
#> 65 52800 1405 1405 0 0.0000000000 -2 2
#> 66 52900 4260 4250 0 0.0010206691 -2 2
#> 67 53200 2213 2213 0 0.0000000000 -2 2
#> 68 53400 2773 2773 0 0.0000000000 -2 2
#> 69 53600 2555 2555 0 0.0000000000 -2 2
#> 70 53800 2587 2587 0 0.0000000000 -2 2
#> 71 54100 3100 3100 0 0.0000000000 -2 2
#> 72 54200 5988 5988 0 0.0000000000 -2 2
#> 73 54300 627 627 0 0.0000000000 -2 2
#> 74 60500 8718 11464 0 -0.1189193127 -2 2
#> 75 61200 1548 1548 0 0.0000000000 -2 2
#> 76 61500 2570 2570 0 0.0000000000 -2 2
#> 77 61600 2915 2915 0 0.0000000000 -2 2
#> 78 61700 5800 5800 0 0.0000000000 -2 2
#> 79 61800 2795 2795 0 0.0000000000 -2 2
#> 80 61900 2295 2295 0 0.0000000000 -2 2
#> 81 62000 3090 3245 0 -0.0212562217 -2 2
#> 82 62300 4507 4507 0 0.0000000000 -2 2
#> 83 62400 6000 6000 0 0.0000000000 -2 2
#> 84 62500 3718 3718 0 0.0000000000 -2 2
#> 85 62600 7678 6506 0 0.0719340488 -2 2
#> 86 63300 2119 2119 0 0.0000000000 -2 2
#> 87 70100 8577 9029 0 -0.0223042429 -2 2
#> 88 70200 3099 4606 0 -0.1721023574 -2 2
#> 89 70400 29223 29917 0 -0.0101932434 -2 2
#> 90 70600 8211 8211 0 0.0000000000 -2 2
#> 91 70900 13787 11321 0 0.0855849852 -2 2
#> 92 71100 3855 3855 0 0.0000000000 -2 2
#> 93 71300 5900 3900 0 0.1797874046 -2 2
#> 94 71400 2027 2027 0 0.0000000000 -2 2
#> 95 71600 8200 8200 0 0.0000000000 -2 2
#> 96 71900 3240 3240 0 0.0000000000 -2 2
#> 97 72000 4608 4608 0 0.0000000000 -2 2
#> 98 72200 8382 8382 0 0.0000000000 -2 2
#> 99 72300 1831 1831 0 0.0000000000 -2 2
#> 100 72800 744 744 0 0.0000000000 -2 2
#> 101 80500 19328 19328 0 0.0000000000 -2 2
#> 102 80600 9200 5000 0 0.2648178230 -2 2
#> 103 80700 5450 7875 0 -0.1598540602 -2 2
#> 104 81400 3317 3317 0 0.0000000000 -2 2
#> 105 81500 5716 6017 0 -0.0222877914 -2 2
#> 106 81900 5575 5575 0 0.0000000000 -2 2
#> 107 82200 540 540 0 0.0000000000 -2 2
#> 108 82600 4697 4697 0 0.0000000000 -2 2
#> 109 82800 1025 1025 0 0.0000000000 -2 2
#> 110 82900 2700 2700 0 0.0000000000 -2 2
#> 111 83100 1150 1000 0 0.0606978404 -2 2
#> 112 83300 2100 2100 0 0.0000000000 -2 2
#> 113 83400 12410 12410 0 0.0000000000 -2 2
#> 114 90100 5494 5494 0 0.0000000000 -2 2
#> 115 90400 10391 8970 0 0.0638649018 -2 2
#> 116 91100 546 546 0 0.0000000000 -2 2
#> 117 91200 2000 2000 0 0.0000000000 -2 2
#> 118 91900 9886 9477 0 0.0183497255 -2 2
#> 119 92600 9036 9036 0 0.0000000000 -2 2
#> 120 92800 2341 2451 0 -0.0199418976 -2 2
#> 121 92900 2835 2835 0 0.0000000000 -2 2
#> 122 93500 1916 2001 0 -0.0188515839 -2 2
#> 123 93700 275 275 0 0.0000000000 -2 2
#> 124 94000 3000 3000 0 0.0000000000 -2 2
#> 125 100100 61868 52678 0 0.0698367989 -2 2
#> 126 100200 9039 9039 0 0.0000000000 -2 2
#> 127 100300 12099 6599 0 0.2632713484 -2 2
#> 128 100400 5010 5010 0 0.0000000000 -2 2
#> 129 101400 7426 7426 0 0.0000000000 -2 2
#> 130 101700 3800 3239 0 0.0693726486 -2 2
#> 131 101800 2606 4606 0 -0.2473495223 -2 2
#> 132 102100 2003 2003 0 0.0000000000 -2 2
#> 133 102600 1355 3450 0 -0.4058797999 -2 2
#> 134 102700 440 440 0 0.0000000000 -2 2
#> 135 102900 2673 3257 0 -0.0858187998 -2 2
#> 136 103200 1200 1200 0 0.0000000000 -2 2
#> 137 103700 3895 3895 0 0.0000000000 -2 2
#> 138 104600 1400 1790 0 -0.1067249953 -2 2
#> 139 110100 4631 4631 0 0.0000000000 -2 2
#> 140 110200 26391 20646 0 0.1066199237 -2 2
#> 141 110300 60935 59657 0 0.0092054055 -2 2
#> 142 110600 13610 13610 0 0.0000000000 -2 2
#> 143 111100 612 612 0 0.0000000000 -2 2
#> 144 112000 7170 7170 0 0.0000000000 -2 2
#> 145 112100 4132 8159 0 -0.2954766203 -2 2
#> 146 112200 4195 4195 0 0.0000000000 -2 2
#> 147 112400 22700 22700 0 0.0000000000 -2 2
#> 148 112700 6432 6432 0 0.0000000000 -2 2
#> 149 112900 89 89 0 0.0000000000 -2 2
#> 150 113000 4168 712 0 0.7674477167 -2 2
#> 151 113300 1790 1790 0 0.0000000000 -2 2
#> 152 113400 2803 2803 0 0.0000000000 -2 2
#> 153 113500 5988 5225 0 0.0591954969 -2 2
#> 154 114200 4050 4050 0 0.0000000000 -2 2
#> 155 114600 8550 8550 0 0.0000000000 -2 2
#> 156 114900 8354 8390 0 -0.0018674899 -2 2
#> 157 115100 450 500 0 -0.0457574906 -2 2
#> 158 116000 10516 10516 0 0.0000000000 -2 2
#> 159 120100 94310 101071 0 -0.0300688178 -2 2
#> 160 121100 651 651 0 0.0000000000 -2 2
#> 161 121600 1900 1900 0 0.0000000000 -2 2
#> 162 121900 2975 2975 0 0.0000000000 -2 2
#> 163 122200 497 1290 0 -0.4142333216 -2 2
#> 164 122300 2200 2200 0 0.0000000000 -2 2
#> 165 122400 2927 3327 0 -0.0556300784 -2 2
#> 166 122800 6398 6398 0 0.0000000000 -2 2
#> 167 123100 600 600 0 0.0000000000 -2 2
#> 168 123200 2207 2207 0 0.0000000000 -2 2
#> 169 123300 200 150 0 0.1249387366 -2 2
#> 170 123500 6805 6805 0 0.0000000000 -2 2
#> 171 123800 7310 7195 0 0.0068865787 -2 2
#> 172 124200 440 440 0 0.0000000000 -2 2
#> 173 124300 12075 12944 0 -0.0301813648 -2 2
#> 174 124400 3200 3200 0 0.0000000000 -2 2
#> 175 124500 3658 3658 0 0.0000000000 -2 2
#> 176 124700 10257 10257 0 0.0000000000 -2 2
#> 177 125100 4911 3460 0 0.1520938353 -2 2
#> 178 125200 2520 2520 0 0.0000000000 -2 2
#> 179 125300 1874 1874 0 0.0000000000 -2 2
#> 180 125900 1121 1121 0 0.0000000000 -2 2
#> 181 126000 3956 3956 0 0.0000000000 -2 2
#> 182 126300 11486 11468 0 0.0006811277 -2 2
#> 183 126400 2248 2248 0 0.0000000000 -2 2
#> 184 126500 1471 1471 0 0.0000000000 -2 2
#> 185 126600 2700 2700 0 0.0000000000 -2 2
#> 186 140100 4017 4017 0 0.0000000000 -2 2
#> 187 141200 1019 1019 0 0.0000000000 -2 2
#> 188 141300 1568 1568 0 0.0000000000 -2 2
#> 189 141600 4584 4584 0 0.0000000000 -2 2
#> 190 141700 2019 2019 0 0.0000000000 -2 2
#> 191 141800 2645 2645 0 0.0000000000 -2 2
#> 192 142100 2570 2570 0 0.0000000000 -2 2
#> 193 142200 3726 3726 0 0.0000000000 -2 2
#> 194 142400 5950 6296 0 -0.0245477536 -2 2
#> 195 142600 2999 1964 0 0.1838349823 -2 2
#> 196 142900 2277 2277 0 0.0000000000 -2 2
#> 197 143200 11500 6000 0 0.2825465900 -2 2
#> 198 143300 1200 1200 0 0.0000000000 -2 2
#> 199 143800 3506 3506 0 0.0000000000 -2 2
#> 200 144300 2800 2800 0 0.0000000000 -2 2
#> 201 144400 2500 2500 0 0.0000000000 -2 2
#> 202 144500 6639 3308 0 0.3025371678 -2 2
#> 203 144900 1307 1307 0 0.0000000000 -2 2
#> 204 150500 9913 9910 0 0.0001314517 -2 2
#> 205 151100 1856 1856 0 0.0000000000 -2 2
#> 206 151900 2000 2000 0 0.0000000000 -2 2
#> 207 152000 2350 2350 0 0.0000000000 -2 2
#> 208 152300 2262 2262 0 0.0000000000 -2 2
#> 209 152600 2450 2450 0 0.0000000000 -2 2
#> 210 152800 3045 3045 0 0.0000000000 -2 2
#> 211 152900 2470 2470 0 0.0000000000 -2 2
#> 212 153100 3000 3000 0 0.0000000000 -2 2
#> 213 153200 6968 6968 0 0.0000000000 -2 2
#> 214 153500 6015 6015 0 0.0000000000 -2 2
#> 215 153900 4844 4917 0 -0.0064960738 -2 2
#> 216 154600 3118 3118 0 0.0000000000 -2 2
#> 217 154800 3000 3000 0 0.0000000000 -2 2
#> 218 155100 6287 6287 0 0.0000000000 -2 2
#> 219 155400 1825 1825 0 0.0000000000 -2 2
#> 220 155700 3745 3745 0 0.0000000000 -2 2
#> 221 156000 1500 1500 0 0.0000000000 -2 2
#> 222 156300 5193 5193 0 0.0000000000 -2 2
#> 223 156600 2100 2100 0 0.0000000000 -2 2
#> 224 157100 1715 1715 0 0.0000000000 -2 2
#> 225 157300 1890 1692 0 0.0480614455 -2 2
#> 226 157600 3730 3066 0 0.0851366813 -2 2
#> 227 160100 42752 42418 0 0.0034062487 -2 2
#> 228 161200 5078 5078 0 0.0000000000 -2 2
#> 229 161300 342 342 0 0.0000000000 -2 2
#> 230 162000 2044 2044 0 0.0000000000 -2 2
#> 231 162100 3545 3545 0 0.0000000000 -2 2
#> 232 162200 3300 3300 0 0.0000000000 -2 2
#> 233 162700 3179 3179 0 0.0000000000 -2 2
#> 234 163300 1082 1082 0 0.0000000000 -2 2
#> 235 163400 2165 1952 0 0.0449780874 -2 2
#> 236 163500 3842 3872 0 -0.0033779881 -2 2
#> 237 163800 4098 4870 0 -0.0749570071 -2 2
#> 238 164800 3715 3915 0 -0.0227729483 -2 2
#> 239 165300 9611 9611 0 0.0000000000 -2 2
#> 240 165700 2500 2500 0 0.0000000000 -2 2
#> 241 166200 2549 2549 0 0.0000000000 -2 2
#> 242 166300 7560 7516 0 0.0025350241 -2 2
#> 243 166400 3235 3235 0 0.0000000000 -2 2
#> 244 166500 3000 3000 0 0.0000000000 -2 2
#> 245 170300 11596 11596 0 0.0000000000 -2 2
#> 246 171100 7100 7100 0 0.0000000000 -2 2
#> 247 171400 20710 20506 0 0.0042991459 -2 2
#> 248 171800 2225 2225 0 0.0000000000 -2 2
#> 249 171900 2801 2500 0 0.0493731002 -2 2
#> 250 172100 500 500 0 0.0000000000 -2 2
#> 251 173800 4410 4410 0 0.0000000000 -2 2
#> 252 173900 1586 1586 0 0.0000000000 -2 2
#> 253 174000 2412 1240 0 0.2889556183 -2 2
#> 254 174200 2841 2841 0 0.0000000000 -2 2
#> 255 174400 1916 1916 0 0.0000000000 -2 2
#> 256 174800 288 288 0 0.0000000000 -2 2
#> 257 174900 1768 1768 0 0.0000000000 -2 2
#> 258 175000 4056 4056 0 0.0000000000 -2 2
#> 259 175600 800 800 0 0.0000000000 -2 2
#> 260 180400 15263 22018 0 -0.1591379632 -2 2
#> 261 180500 10530 10530 0 0.0000000000 -2 2
#> 262 181200 2200 1400 0 0.1962946451 -2 2
#> 263 181300 2920 2920 0 0.0000000000 -2 2
#> 264 181600 112 112 0 0.0000000000 -2 2
#> 265 181800 1909 1909 0 0.0000000000 -2 2
#> 266 182000 5845 5845 0 0.0000000000 -2 2
#> 267 182200 900 1000 0 -0.0457574906 -2 2
#> 268 182400 11200 11200 0 0.0000000000 -2 2
#> 269 182500 313 313 0 0.0000000000 -2 2
#> 270 182600 1955 2074 0 -0.0256619903 -2 2
#> 271 182700 2500 2500 0 0.0000000000 -2 2
#> 272 183200 3716 3716 0 0.0000000000 -2 2
#> 273 183300 10751 10751 0 0.0000000000 -2 2
#> 274 183400 1260 1260 0 0.0000000000 -2 2
#> 275 183500 1770 1700 0 0.0175243450 -2 2
#> 276 184000 3998 3998 0 0.0000000000 -2 2
#> 277 184100 6132 6132 0 0.0000000000 -2 2
#> 278 184800 2900 2207 0 0.1185956647 -2 2
#> 279 185200 1150 1150 0 0.0000000000 -2 2
#> 280 185400 950 950 0 0.0000000000 -2 2
#> 281 185700 320 300 0 0.0280287236 -2 2
#> 282 185900 500 500 0 0.0000000000 -2 2
#> 283 186000 11380 11380 0 0.0000000000 -2 2
#> 284 186500 10360 7954 0 0.1147741688 -2 2
#> 285 186600 5210 5210 0 0.0000000000 -2 2
#> 286 186800 3321 3052 0 0.0366843463 -2 2
#> 287 187000 5932 5932 0 0.0000000000 -2 2
#> 288 190200 31859 25979 0 0.0886097100 -2 2
#> 289 190300 14981 14981 0 0.0000000000 -2 2
#> 290 191100 3750 3750 0 0.0000000000 -2 2
#> 291 191300 4000 4000 0 0.0000000000 -2 2
#> 292 191700 1500 1500 0 0.0000000000 -2 2
#> 293 191900 593 593 0 0.0000000000 -2 2
#> 294 192000 1963 1963 0 0.0000000000 -2 2
#> 295 192200 5030 5030 0 0.0000000000 -2 2
#> 296 192300 2164 2164 0 0.0000000000 -2 2
#> 297 192500 3650 3650 0 0.0000000000 -2 2
#> 298 192900 2532 2532 0 0.0000000000 -2 2
#> 299 193100 5837 5833 0 0.0002977169 -2 2
#> 300 193600 1898 2298 0 -0.0830538163 -2 2
#> 301 193800 2500 2500 0 0.0000000000 -2 2
#> 302 193900 1200 1200 0 0.0000000000 -2 2
#> 303 194100 2023 2022 0 0.0002147315 -2 2
#> 304 194200 2560 2560 0 0.0000000000 -2 2
#> 305 200200 3910 3500 0 0.0481087130 -2 2
#> 306 200400 19291 19291 0 0.0000000000 -2 2
#> 307 201200 2649 2698 0 -0.0079599870 -2 2
#> 308 201700 1600 1600 0 0.0000000000 -2 2
#> 309 201800 1572 1572 0 0.0000000000 -2 2
#> 310 202000 3790 3790 0 0.0000000000 -2 2
#> 311 202100 3262 3569 0 -0.0390625913 -2 2
#> 312 202200 2011 2151 0 -0.0292283398 -2 2
#> 313 202300 2904 2904 0 0.0000000000 -2 2
#> 314 202400 1820 1820 0 0.0000000000 -2 2
#> 315 202500 2450 2450 0 0.0000000000 -2 2
#> 316 202700 400 400 0 0.0000000000 -2 2
#> 317 10400 0 NA NA NA -2 2
#> 318 12100 0 0 NA NA -2 2
#> 319 12700 0 0 NA NA -2 2
#> 320 12800 0 0 NA NA -2 2
#> 321 22100 NA NA NA NA -2 2
#> 322 23400 NA NA NA NA -2 2
#> 323 30100 0 141228 NA NA -2 2
#> 324 41700 3168 NA NA NA -2 2
#> 325 42800 NA 0 NA NA -2 2
#> 326 43800 NA NA NA NA -2 2
#> 327 53300 NA 0 NA NA -2 2
#> 328 54000 0 0 NA NA -2 2
#> 329 54400 0 0 NA NA -2 2
#> 330 54500 0 0 NA NA -2 2
#> 331 60400 6587 0 NA NA -2 2
#> 332 62100 NA NA NA NA -2 2
#> 333 62200 0 NA NA NA -2 2
#> 334 62700 NA NA NA NA -2 2
#> 335 62800 NA NA NA NA -2 2
#> 336 63100 NA 700 NA NA -2 2
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