library(ggplot2)
library(tidyverse)
library(dplyr)

Diamonds Dataset

## tibble [53,940 × 10] (S3: tbl_df/tbl/data.frame)
##  $ carat  : num [1:53940] 0.23 0.21 0.23 0.29 0.31 0.24 0.24 0.26 0.22 0.23 ...
##  $ cut    : Ord.factor w/ 5 levels "Fair"<"Good"<..: 5 4 2 4 2 3 3 3 1 3 ...
##  $ color  : Ord.factor w/ 7 levels "D"<"E"<"F"<"G"<..: 2 2 2 6 7 7 6 5 2 5 ...
##  $ clarity: Ord.factor w/ 8 levels "I1"<"SI2"<"SI1"<..: 2 3 5 4 2 6 7 3 4 5 ...
##  $ depth  : num [1:53940] 61.5 59.8 56.9 62.4 63.3 62.8 62.3 61.9 65.1 59.4 ...
##  $ table  : num [1:53940] 55 61 65 58 58 57 57 55 61 61 ...
##  $ price  : int [1:53940] 326 326 327 334 335 336 336 337 337 338 ...
##  $ x      : num [1:53940] 3.95 3.89 4.05 4.2 4.34 3.94 3.95 4.07 3.87 4 ...
##  $ y      : num [1:53940] 3.98 3.84 4.07 4.23 4.35 3.96 3.98 4.11 3.78 4.05 ...
##  $ z      : num [1:53940] 2.43 2.31 2.31 2.63 2.75 2.48 2.47 2.53 2.49 2.39 ...
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2000  0.4000  0.7000  0.7979  1.0400  5.0100
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##     326     950    2401    3933    5324   18823
## [1] 3932.8
## [1] 18823
## [1] 2401

## [1] 0.2246867
## [1] 0.4740112
## [1] 15915629
## [1] 3989.44

##Exploring Categorical Features

## 
##      Fair      Good Very Good   Premium     Ideal 
##      1610      4906     12082     13791     21551

## Warning: The dot-dot notation (`..prop..`) was deprecated in ggplot2 3.4.0.
## ℹ Please use `after_stat(prop)` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

Coordinate Maps

nz<- map_data("nz")
nz
##          long       lat group order                 region subregion
## 1    172.7433 -34.44215     1     1          North.Island       <NA>
## 2    172.7983 -34.45562     1     2          North.Island       <NA>
## 3    172.8528 -34.44846     1     3          North.Island       <NA>
## 4    172.8986 -34.41786     1     4          North.Island       <NA>
## 5    172.9593 -34.42503     1     5          North.Island       <NA>
## 6    173.0184 -34.39895     1     6          North.Island       <NA>
## 7    173.0229 -34.44662     1     7          North.Island       <NA>
## 8    173.0184 -34.49343     1     8          North.Island       <NA>
## 9    172.9616 -34.50426     1     9          North.Island       <NA>
## 10   172.9181 -34.47367     1    10          North.Island       <NA>
## 11   172.9353 -34.52225     1    11          North.Island       <NA>
## 12   172.8808 -34.51504     1    12          North.Island       <NA>
## 13   172.9049 -34.55646     1    13          North.Island       <NA>
## 14   172.9553 -34.53303     1    14          North.Island       <NA>
## 15   172.9376 -34.57806     1    15          North.Island       <NA>
## 16   172.9760 -34.61227     1    16          North.Island       <NA>
## 17   172.9926 -34.56723     1    17          North.Island       <NA>
## 18   173.0218 -34.61404     1    18          North.Island       <NA>
## 19   173.0396 -34.65902     1    19          North.Island       <NA>
## 20   173.0676 -34.70044     1    20          North.Island       <NA>
## 21   173.1049 -34.73373     1    21          North.Island       <NA>
## 22   173.1490 -34.76616     1    22          North.Island       <NA>
## 23   173.1839 -34.80575     1    23          North.Island       <NA>
## 24   173.1358 -34.78232     1    24          North.Island       <NA>
## 25   173.1404 -34.82913     1    25          North.Island       <NA>
## 26   173.1822 -34.85973     1    26          North.Island       <NA>
## 27   173.2326 -34.88316     1    27          North.Island       <NA>
## 28   173.2917 -34.89393     1    28          North.Island       <NA>
## 29   173.2687 -34.93536     1    29          North.Island       <NA>
## 30   173.2338 -34.97673     1    30          North.Island       <NA>
## 31   173.2453 -35.02176     1    31          North.Island       <NA>
## 32   173.3020 -35.02176     1    32          North.Island       <NA>
## 33   173.3415 -34.98033     1    33          North.Island       <NA>
## 34   173.3369 -34.93175     1    34          North.Island       <NA>
## 35   173.3117 -34.88677     1    35          North.Island       <NA>
## 36   173.3598 -34.85795     1    36          North.Island       <NA>
## 37   173.4034 -34.82827     1    37          North.Island       <NA>
## 38   173.4584 -34.83727     1    38          North.Island       <NA>
## 39   173.4303 -34.88047     1    39          North.Island       <NA>
## 40   173.3942 -34.91914     1    40          North.Island       <NA>
## 41   173.4183 -34.96687     1    41          North.Island       <NA>
## 42   173.4693 -34.99385     1    42          North.Island       <NA>
## 43   173.5237 -34.99025     1    43          North.Island       <NA>
## 44   173.5592 -35.02806     1    44          North.Island       <NA>
## 45   173.5615 -34.97942     1    45          North.Island       <NA>
## 46   173.5695 -34.92905     1    46          North.Island       <NA>
## 47   173.6223 -34.94527     1    47          North.Island       <NA>
## 48   173.6732 -34.96503     1    48          North.Island       <NA>
## 49   173.7260 -34.98572     1    49          North.Island       <NA>
## 50   173.7747 -35.00915     1    50          North.Island       <NA>
## 51   173.7420 -35.05052     1    51          North.Island       <NA>
## 52   173.6985 -35.07842     1    52          North.Island       <NA>
## 53   173.7580 -35.08473     1    53          North.Island       <NA>
## 54   173.7901 -35.04514     1    54          North.Island       <NA>
## 55   173.8360 -35.01276     1    55          North.Island       <NA>
## 56   173.8916 -35.02714     1    56          North.Island       <NA>
## 57   173.9443 -35.06313     1    57          North.Island       <NA>
## 58   173.9471 -35.10994     1    58          North.Island       <NA>
## 59   173.9895 -35.14053     1    59          North.Island       <NA>
## 60   174.0445 -35.13423     1    60          North.Island       <NA>
## 61   174.1018 -35.14323     1    61          North.Island       <NA>
## 62   174.1351 -35.18282     1    62          North.Island       <NA>
## 63   174.0806 -35.20442     1    63          North.Island       <NA>
## 64   174.0686 -35.15944     1    64          North.Island       <NA>
## 65   174.0136 -35.15406     1    65          North.Island       <NA>
## 66   174.0388 -35.19542     1    66          North.Island       <NA>
## 67   173.9884 -35.21977     1    67          North.Island       <NA>
## 68   174.0434 -35.22602     1    68          North.Island       <NA>
## 69   174.0909 -35.25845     1    69          North.Island       <NA>
## 70   174.1093 -35.30887     1    70          North.Island       <NA>
## 71   174.1190 -35.35923     1    71          North.Island       <NA>
## 72   174.1832 -35.35923     1    72          North.Island       <NA>
## 73   174.2405 -35.35207     1    73          North.Island       <NA>
## 74   174.1998 -35.31786     1    74          North.Island       <NA>
## 75   174.1448 -35.31964     1    75          North.Island       <NA>
## 76   174.1225 -35.27466     1    76          North.Island       <NA>
## 77   174.1774 -35.29082     1    77          North.Island       <NA>
## 78   174.2325 -35.26383     1    78          North.Island       <NA>
## 79   174.2817 -35.24407     1    79          North.Island       <NA>
## 80   174.3098 -35.20173     1    80          North.Island       <NA>
## 81   174.3035 -35.24854     1    81          North.Island       <NA>
## 82   174.3121 -35.29443     1    82          North.Island       <NA>
## 83   174.3459 -35.33677     1    83          North.Island       <NA>
## 84   174.3906 -35.37092     1    84          North.Island       <NA>
## 85   174.3396 -35.35293     1    85          North.Island       <NA>
## 86   174.3539 -35.40157     1    86          North.Island       <NA>
## 87   174.3786 -35.44477     1    87          North.Island       <NA>
## 88   174.4364 -35.45016     1    88          North.Island       <NA>
## 89   174.4657 -35.48975     1    89          North.Island       <NA>
## 90   174.4422 -35.53112     1    90          North.Island       <NA>
## 91   174.4794 -35.56716     1    91          North.Island       <NA>
## 92   174.5327 -35.59414     1    92          North.Island       <NA>
## 93   174.5384 -35.64273     1    93          North.Island       <NA>
## 94   174.4788 -35.66072     1    94          North.Island       <NA>
## 95   174.5172 -35.69493     1    95          North.Island       <NA>
## 96   174.5138 -35.74174     1    96          North.Island       <NA>
## 97   174.5694 -35.75073     1    97          North.Island       <NA>
## 98   174.5613 -35.80116     1    98          North.Island       <NA>
## 99   174.5900 -35.85513     1    99          North.Island       <NA>
## 100  174.5373 -35.88034     1   100          North.Island       <NA>
## 101  174.5058 -35.84074     1   101          North.Island       <NA>
## 102  174.4857 -35.79577     1   102          North.Island       <NA>
## 103  174.4296 -35.80562     1   103          North.Island       <NA>
## 104  174.3757 -35.79124     1   104          North.Island       <NA>
## 105  174.3539 -35.74626     1   105          North.Island       <NA>
## 106  174.3316 -35.78946     1   106          North.Island       <NA>
## 107  174.3407 -35.83444     1   107          North.Island       <NA>
## 108  174.3986 -35.83805     1   108          North.Island       <NA>
## 109  174.4542 -35.84436     1   109          North.Island       <NA>
## 110  174.5166 -35.85873     1   110          North.Island       <NA>
## 111  174.4823 -35.89655     1   111          North.Island       <NA>
## 112  174.4765 -35.94336     1   112          North.Island       <NA>
## 113  174.4886 -35.99556     1   113          North.Island       <NA>
## 114  174.5161 -36.04237     1   114          North.Island       <NA>
## 115  174.5665 -36.06936     1   115          North.Island       <NA>
## 116  174.6095 -36.10173     1   116          North.Island       <NA>
## 117  174.5883 -36.15215     1   117          North.Island       <NA>
## 118  174.6444 -36.16114     1   118          North.Island       <NA>
## 119  174.6719 -36.20257     1   119          North.Island       <NA>
## 120  174.7103 -36.23855     1   120          North.Island       <NA>
## 121  174.7493 -36.27275     1   121          North.Island       <NA>
## 122  174.7991 -36.29435     1   122          North.Island       <NA>
## 123  174.8100 -36.33933     1   123          North.Island       <NA>
## 124  174.7728 -36.37715     1   124          North.Island       <NA>
## 125  174.8289 -36.38437     1   125          North.Island       <NA>
## 126  174.7779 -36.41496     1   126          North.Island       <NA>
## 127  174.7659 -36.45902     1   127          North.Island       <NA>
## 128  174.7590 -36.51122     1   128          North.Island       <NA>
## 129  174.7390 -36.46624     1   129          North.Island       <NA>
## 130  174.6914 -36.43026     1   130          North.Island       <NA>
## 131  174.7137 -36.47524     1   131          North.Island       <NA>
## 132  174.7327 -36.52383     1   132          North.Island       <NA>
## 133  174.7200 -36.57247     1   133          North.Island       <NA>
## 134  174.7120 -36.61922     1   134          North.Island       <NA>
## 135  174.7624 -36.64804     1   135          North.Island       <NA>
## 136  174.8220 -36.61922     1   136          North.Island       <NA>
## 137  174.7802 -36.65704     1   137          North.Island       <NA>
## 138  174.7241 -36.64266     1   138          North.Island       <NA>
## 139  174.7338 -36.68947     1   139          North.Island       <NA>
## 140  174.7664 -36.72723     1   140          North.Island       <NA>
## 141  174.7796 -36.77587     1   141          North.Island       <NA>
## 142  174.7968 -36.82262     1   142          North.Island       <NA>
## 143  174.7475 -36.84422     1   143          North.Island       <NA>
## 144  174.6954 -36.82446     1   144          North.Island       <NA>
## 145  174.6965 -36.77226     1   145          North.Island       <NA>
## 146  174.6427 -36.78664     1   146          North.Island       <NA>
## 147  174.6822 -36.82806     1   147          North.Island       <NA>
## 148  174.6467 -36.87127     1   148          North.Island       <NA>
## 149  174.6839 -36.91624     1   149          North.Island       <NA>
## 150  174.7189 -36.88026     1   150          North.Island       <NA>
## 151  174.7728 -36.86044     1   151          North.Island       <NA>
## 152  174.8295 -36.87304     1   152          North.Island       <NA>
## 153  174.8879 -36.87304     1   153          North.Island       <NA>
## 154  174.8845 -36.91985     1   154          North.Island       <NA>
## 155  174.8696 -36.96483     1   155          North.Island       <NA>
## 156  174.9022 -36.91802     1   156          North.Island       <NA>
## 157  174.9171 -36.87396     1   157          North.Island       <NA>
## 158  174.9521 -36.91355     1   158          North.Island       <NA>
## 159  174.9802 -36.95853     1   159          North.Island       <NA>
## 160  175.0036 -36.90816     1   160          North.Island       <NA>
## 161  175.0621 -36.91355     1   161          North.Island       <NA>
## 162  175.0862 -36.96575     1   162          North.Island       <NA>
## 163  175.1446 -36.96214     1   163          North.Island       <NA>
## 164  175.2122 -36.96753     1   164          North.Island       <NA>
## 165  175.2672 -36.99903     1   165          North.Island       <NA>
## 166  175.3067 -37.04407     1   166          North.Island       <NA>
## 167  175.3142 -37.09082     1   167          North.Island       <NA>
## 168  175.3113 -37.14663     1   168          North.Island       <NA>
## 169  175.3262 -37.19167     1   169          North.Island       <NA>
## 170  175.3595 -37.24386     1   170          North.Island       <NA>
## 171  175.4299 -37.25286     1   171          North.Island       <NA>
## 172  175.4924 -37.23486     1   172          North.Island       <NA>
## 173  175.5417 -37.21326     1   173          North.Island       <NA>
## 174  175.5703 -37.25647     1   174          North.Island       <NA>
## 175  175.5686 -37.20966     1   175          North.Island       <NA>
## 176  175.5422 -37.16462     1   176          North.Island       <NA>
## 177  175.5377 -37.10343     1   177          North.Island       <NA>
## 178  175.5256 -37.04946     1   178          North.Island       <NA>
## 179  175.5107 -37.00087     1   179          North.Island       <NA>
## 180  175.4689 -36.96483     1   180          North.Island       <NA>
## 181  175.4362 -36.92524     1   181          North.Island       <NA>
## 182  175.4827 -36.88834     1   182          North.Island       <NA>
## 183  175.5125 -36.83975     1   183          North.Island       <NA>
## 184  175.4763 -36.79833     1   184          North.Island       <NA>
## 185  175.4523 -36.75696     1   185          North.Island       <NA>
## 186  175.4643 -36.70832     1   186          North.Island       <NA>
## 187  175.4872 -36.66695     1   187          North.Island       <NA>
## 188  175.4345 -36.63274     1   188          North.Island       <NA>
## 189  175.3824 -36.60753     1   189          North.Island       <NA>
## 190  175.3406 -36.55986     1   190          North.Island       <NA>
## 191  175.3509 -36.52296     1   191          North.Island       <NA>
## 192  175.4076 -36.51397     1   192          North.Island       <NA>
## 193  175.4523 -36.54456     1   193          North.Island       <NA>
## 194  175.5107 -36.55717     1   194          North.Island       <NA>
## 195  175.5503 -36.59315     1   195          North.Island       <NA>
## 196  175.5451 -36.64174     1   196          North.Island       <NA>
## 197  175.5972 -36.66512     1   197          North.Island       <NA>
## 198  175.5921 -36.71015     1   198          North.Island       <NA>
## 199  175.6270 -36.74974     1   199          North.Island       <NA>
## 200  175.6265 -36.79472     1   200          North.Island       <NA>
## 201  175.6872 -36.79116     1   201          North.Island       <NA>
## 202  175.7359 -36.76682     1   202          North.Island       <NA>
## 203  175.7886 -36.74705     1   203          North.Island       <NA>
## 204  175.8413 -36.77587     1   204          North.Island       <NA>
## 205  175.7932 -36.79747     1   205          North.Island       <NA>
## 206  175.7617 -36.83523     1   206          North.Island       <NA>
## 207  175.7181 -36.86852     1   207          North.Island       <NA>
## 208  175.6924 -36.91355     1   208          North.Island       <NA>
## 209  175.7319 -36.88112     1   209          North.Island       <NA>
## 210  175.7846 -36.90364     1   210          North.Island       <NA>
## 211  175.8407 -36.90725     1   211          North.Island       <NA>
## 212  175.8516 -36.95406     1   212          North.Island       <NA>
## 213  175.8579 -37.00442     1   213          North.Island       <NA>
## 214  175.8803 -37.05307     1   214          North.Island       <NA>
## 215  175.8430 -37.08727     1   215          North.Island       <NA>
## 216  175.8958 -37.11065     1   216          North.Island       <NA>
## 217  175.8986 -37.15923     1   217          North.Island       <NA>
## 218  175.8963 -37.20966     1   218          North.Island       <NA>
## 219  175.8728 -37.25194     1   219          North.Island       <NA>
## 220  175.9021 -37.30144     1   220          North.Island       <NA>
## 221  175.9221 -37.34464     1   221          North.Island       <NA>
## 222  175.9416 -37.38784     1   222          North.Island       <NA>
## 223  175.9513 -37.43826     1   223          North.Island       <NA>
## 224  175.9737 -37.48502     1   224          North.Island       <NA>
## 225  175.9530 -37.52736     1   225          North.Island       <NA>
## 226  175.9794 -37.57056     1   226          North.Island       <NA>
## 227  175.9536 -37.61015     1   227          North.Island       <NA>
## 228  175.9691 -37.65513     1   228          North.Island       <NA>
## 229  176.0063 -37.69472     1   229          North.Island       <NA>
## 230  176.0648 -37.68664     1   230          North.Island       <NA>
## 231  176.0602 -37.73523     1   231          North.Island       <NA>
## 232  176.1169 -37.73706     1   232          North.Island       <NA>
## 233  176.1736 -37.72985     1   233          North.Island       <NA>
## 234  176.1822 -37.77482     1   234          North.Island       <NA>
## 235  176.2458 -37.77127     1   235          North.Island       <NA>
## 236  176.2011 -37.73706     1   236          North.Island       <NA>
## 237  176.1868 -37.69025     1   237          North.Island       <NA>
## 238  176.2418 -37.72263     1   238          North.Island       <NA>
## 239  176.2928 -37.75322     1   239          North.Island       <NA>
## 240  176.3444 -37.77665     1   240          North.Island       <NA>
## 241  176.4022 -37.79917     1   241          North.Island       <NA>
## 242  176.4624 -37.82077     1   242          North.Island       <NA>
## 243  176.5186 -37.84953     1   243          North.Island       <NA>
## 244  176.5701 -37.87835     1   244          North.Island       <NA>
## 245  176.6280 -37.90173     1   245          North.Island       <NA>
## 246  176.6773 -37.92871     1   246          North.Island       <NA>
## 247  176.7420 -37.94762     1   247          North.Island       <NA>
## 248  176.8073 -37.96923     1   248          North.Island       <NA>
## 249  176.8652 -37.98544     1   249          North.Island       <NA>
## 250  176.9414 -38.00343     1   250          North.Island       <NA>
## 251  177.0021 -38.02056     1   251          North.Island       <NA>
## 252  177.0503 -38.04755     1   252          North.Island       <NA>
## 253  177.1064 -38.06554     1   253          North.Island       <NA>
## 254  177.1620 -38.08353     1   254          North.Island       <NA>
## 255  177.1041 -38.07276     1   255          North.Island       <NA>
## 256  177.1362 -38.11235     1   256          North.Island       <NA>
## 257  177.1757 -38.07814     1   257          North.Island       <NA>
## 258  177.2353 -38.08537     1   258          North.Island       <NA>
## 259  177.2892 -38.10696     1   259          North.Island       <NA>
## 260  177.3453 -38.08445     1   260          North.Island       <NA>
## 261  177.4066 -38.08622     1   261          North.Island       <NA>
## 262  177.4582 -38.06823     1   262          North.Island       <NA>
## 263  177.5058 -38.03586     1   263          North.Island       <NA>
## 264  177.5591 -38.01426     1   264          North.Island       <NA>
## 265  177.5957 -37.97553     1   265          North.Island       <NA>
## 266  177.6318 -37.93954     1   266          North.Island       <NA>
## 267  177.6759 -37.90895     1   267          North.Island       <NA>
## 268  177.6954 -37.86214     1   268          North.Island       <NA>
## 269  177.7321 -37.82616     1   269          North.Island       <NA>
## 270  177.7791 -37.79465     1   270          North.Island       <NA>
## 271  177.8352 -37.78204     1   271          North.Island       <NA>
## 272  177.8914 -37.80364     1   272          North.Island       <NA>
## 273  177.9103 -37.75145     1   273          North.Island       <NA>
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## 535  174.8472 -37.83515     1   535          North.Island       <NA>
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## 558  174.5510 -37.07914     1   558          North.Island       <NA>
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## 571  174.8369 -37.04224     1   571          North.Island       <NA>
## 572  174.7722 -37.02602     1   572          North.Island       <NA>
## 573  174.7802 -36.98104     1   573          North.Island       <NA>
## 574  174.8289 -36.95945     1   574          North.Island       <NA>
## 575  174.7728 -36.95583     1   575          North.Island       <NA>
## 576  174.7097 -36.95583     1   576          North.Island       <NA>
## 577  174.6650 -36.98374     1   577          North.Island       <NA>
## 578  174.6266 -37.01794     1   578          North.Island       <NA>
## 579  174.5728 -37.03233     1   579          North.Island       <NA>
## 580  174.5304 -37.06653     1   580          North.Island       <NA>
## 581  174.4983 -37.02877     1   581          North.Island       <NA>
## 582  174.4805 -36.98557     1   582          North.Island       <NA>
## 583  174.4708 -36.93693     1   583          North.Island       <NA>
## 584  174.4496 -36.88834     1   584          North.Island       <NA>
## 585  174.4324 -36.83975     1   585          North.Island       <NA>
## 586  174.4095 -36.79833     1   586          North.Island       <NA>
## 587  174.3797 -36.75696     1   587          North.Island       <NA>
## 588  174.3505 -36.71376     1   588          North.Island       <NA>
## 589  174.3161 -36.67595     1   589          North.Island       <NA>
## 590  174.2840 -36.63097     1   590          North.Island       <NA>
## 591  174.2542 -36.59046     1   591          North.Island       <NA>
## 592  174.2159 -36.55087     1   592          North.Island       <NA>
## 593  174.1792 -36.51305     1   593          North.Island       <NA>
## 594  174.1849 -36.46264     1   594          North.Island       <NA>
## 595  174.2405 -36.44017     1   595          North.Island       <NA>
## 596  174.2749 -36.47793     1   596          North.Island       <NA>
## 597  174.3047 -36.51936     1   597          North.Island       <NA>
## 598  174.3344 -36.56072     1   598          North.Island       <NA>
## 599  174.3866 -36.57877     1   599          North.Island       <NA>
## 600  174.3602 -36.62014     1   600          North.Island       <NA>
## 601  174.4101 -36.64535     1   601          North.Island       <NA>
## 602  174.4576 -36.67056     1   602          North.Island       <NA>
## 603  174.4542 -36.62014     1   603          North.Island       <NA>
## 604  174.4290 -36.57877     1   604          North.Island       <NA>
## 605  174.4393 -36.52835     1   605          North.Island       <NA>
## 606  174.4341 -36.48154     1   606          North.Island       <NA>
## 607  174.4364 -36.43112     1   607          North.Island       <NA>
## 608  174.4330 -36.38437     1   608          North.Island       <NA>
## 609  174.3935 -36.42035     1   609          North.Island       <NA>
## 610  174.3373 -36.40236     1   610          North.Island       <NA>
## 611  174.2812 -36.40052     1   611          North.Island       <NA>
## 612  174.2852 -36.35377     1   612          North.Island       <NA>
## 613  174.3384 -36.33755     1   613          North.Island       <NA>
## 614  174.3940 -36.33034     1   614          North.Island       <NA>
## 615  174.4381 -36.29797     1   615          North.Island       <NA>
## 616  174.5029 -36.27906     1   616          North.Island       <NA>
## 617  174.4445 -36.27906     1   617          North.Island       <NA>
## 618  174.3871 -36.29435     1   618          North.Island       <NA>
## 619  174.3407 -36.32495     1   619          North.Island       <NA>
## 620  174.2909 -36.30335     1   620          North.Island       <NA>
## 621  174.3150 -36.26192     1   621          North.Island       <NA>
## 622  174.3602 -36.29252     1   622          North.Island       <NA>
## 623  174.3344 -36.24932     1   623          North.Island       <NA>
## 624  174.3923 -36.22056     1   624          North.Island       <NA>
## 625  174.4112 -36.17467     1   625          North.Island       <NA>
## 626  174.3740 -36.20973     1   626          North.Island       <NA>
## 627  174.3322 -36.24216     1   627          North.Island       <NA>
## 628  174.2875 -36.21156     1   628          North.Island       <NA>
## 629  174.2462 -36.17736     1   629          North.Island       <NA>
## 630  174.2783 -36.13954     1   630          North.Island       <NA>
## 631  174.2227 -36.14493     1   631          North.Island       <NA>
## 632  174.2353 -36.18996     1   632          North.Island       <NA>
## 633  174.2760 -36.22417     1   633          North.Island       <NA>
## 634  174.2680 -36.27092     1   634          North.Island       <NA>
## 635  174.2095 -36.25293     1   635          North.Island       <NA>
## 636  174.1649 -36.22417     1   636          North.Island       <NA>
## 637  174.1373 -36.17552     1   637          North.Island       <NA>
## 638  174.0772 -36.18366     1   638          North.Island       <NA>
## 639  174.0319 -36.15123     1   639          North.Island       <NA>
## 640  174.0548 -36.20343     1   640          North.Island       <NA>
## 641  174.0955 -36.23947     1   641          North.Island       <NA>
## 642  174.1276 -36.27723     1   642          North.Island       <NA>
## 643  174.1614 -36.31688     1   643          North.Island       <NA>
## 644  174.1912 -36.36277     1   644          North.Island       <NA>
## 645  174.1585 -36.40144     1   645          North.Island       <NA>
## 646  174.1001 -36.40866     1   646          North.Island       <NA>
## 647  174.0422 -36.39967     1   647          North.Island       <NA>
## 648  174.0440 -36.35102     1   648          North.Island       <NA>
## 649  174.0205 -36.30244     1   649          North.Island       <NA>
## 650  173.9958 -36.25562     1   650          North.Island       <NA>
## 651  173.9683 -36.21065     1   651          North.Island       <NA>
## 652  173.9362 -36.17283     1   652          North.Island       <NA>
## 653  173.8990 -36.12963     1   653          North.Island       <NA>
## 654  173.8652 -36.08826     1   654          North.Island       <NA>
## 655  173.8291 -36.04506     1   655          North.Island       <NA>
## 656  173.7930 -36.00455     1   656          North.Island       <NA>
## 657  173.7569 -35.96496     1   657          North.Island       <NA>
## 658  173.7191 -35.92715     1   658          North.Island       <NA>
## 659  173.6807 -35.88217     1   659          North.Island       <NA>
## 660  173.6452 -35.84252     1   660          North.Island       <NA>
## 661  173.6102 -35.80654     1   661          North.Island       <NA>
## 662  173.5701 -35.77417     1   662          North.Island       <NA>
## 663  173.5386 -35.73274     1   663          North.Island       <NA>
## 664  173.5054 -35.69493     1   664          North.Island       <NA>
## 665  173.4721 -35.65533     1   665          North.Island       <NA>
## 666  173.4361 -35.61752     1   666          North.Island       <NA>
## 667  173.3959 -35.57432     1   667          North.Island       <NA>
## 668  173.3971 -35.52213     1   668          North.Island       <NA>
## 669  173.4166 -35.47176     1   669          North.Island       <NA>
## 670  173.4515 -35.43394     1   670          North.Island       <NA>
## 671  173.5071 -35.44833     1   671          North.Island       <NA>
## 672  173.5644 -35.42856     1   672          North.Island       <NA>
## 673  173.5661 -35.37997     1   673          North.Island       <NA>
## 674  173.6171 -35.36106     1   674          North.Island       <NA>
## 675  173.5793 -35.32594     1   675          North.Island       <NA>
## 676  173.5438 -35.28635     1   676          North.Island       <NA>
## 677  173.5375 -35.33316     1   677          North.Island       <NA>
## 678  173.5420 -35.38353     1   678          North.Island       <NA>
## 679  173.4847 -35.38175     1   679          North.Island       <NA>
## 680  173.4383 -35.40696     1   680          North.Island       <NA>
## 681  173.3942 -35.43572     1   681          North.Island       <NA>
## 682  173.3856 -35.48437     1   682          North.Island       <NA>
## 683  173.3684 -35.52842     1   683          North.Island       <NA>
## 684  173.3260 -35.48345     1   684          North.Island       <NA>
## 685  173.2951 -35.44563     1   685          North.Island       <NA>
## 686  173.2527 -35.40604     1   686          North.Island       <NA>
## 687  173.2441 -35.36106     1   687          North.Island       <NA>
## 688  173.2722 -35.31603     1   688          North.Island       <NA>
## 689  173.2349 -35.35207     1   689          North.Island       <NA>
## 690  173.1885 -35.32502     1   690          North.Island       <NA>
## 691  173.2126 -35.27105     1   691          North.Island       <NA>
## 692  173.1576 -35.28366     1   692          North.Island       <NA>
## 693  173.1203 -35.24584     1   693          North.Island       <NA>
## 694  173.0768 -35.20986     1   694          North.Island       <NA>
## 695  173.1209 -35.17926     1   695          North.Island       <NA>
## 696  173.1696 -35.15767     1   696          North.Island       <NA>
## 697  173.1868 -35.11263     1   697          North.Island       <NA>
## 698  173.1822 -35.06227     1   698          North.Island       <NA>
## 699  173.1691 -35.01723     1   699          North.Island       <NA>
## 700  173.1450 -34.97226     1   700          North.Island       <NA>
## 701  173.1175 -34.93083     1   701          North.Island       <NA>
## 702  173.0802 -34.88947     1   702          North.Island       <NA>
## 703  173.0470 -34.84626     1   703          North.Island       <NA>
## 704  173.0143 -34.80845     1   704          North.Island       <NA>
## 705  172.9702 -34.75986     1   705          North.Island       <NA>
## 706  172.9353 -34.71666     1   706          North.Island       <NA>
## 707  172.8958 -34.67162     1   707          North.Island       <NA>
## 708  172.8619 -34.63026     1   708          North.Island       <NA>
## 709  172.8161 -34.59067     1   709          North.Island       <NA>
## 710  172.7726 -34.55193     1   710          North.Island       <NA>
## 711  172.7227 -34.52672     1   711          North.Island       <NA>
## 712  172.6986 -34.48536     1   712          North.Island       <NA>
## 713  172.6900 -34.43855     1   713          North.Island       <NA>
## 714  172.7433 -34.44215     1   714          North.Island       <NA>
## 716  172.6391 -40.51356     2   716          South.Island       <NA>
## 717  172.7027 -40.50812     2   717          South.Island       <NA>
## 718  172.7691 -40.50995     2   718          South.Island       <NA>
## 719  172.8436 -40.51356     2   719          South.Island       <NA>
## 720  172.9026 -40.52256     2   720          South.Island       <NA>
## 721  172.9691 -40.53516     2   721          South.Island       <NA>
## 722  172.9026 -40.52972     2   722          South.Island       <NA>
## 723  172.8413 -40.52256     2   723          South.Island       <NA>
## 724  172.7811 -40.51717     2   724          South.Island       <NA>
## 725  172.7216 -40.53516     2   725          South.Island       <NA>
## 726  172.6929 -40.57475     2   726          South.Island       <NA>
## 727  172.6786 -40.61973     2   727          South.Island       <NA>
## 728  172.6522 -40.66116     2   728          South.Island       <NA>
## 729  172.6855 -40.70074     2   729          South.Island       <NA>
## 730  172.7090 -40.74933     2   730          South.Island       <NA>
## 731  172.7468 -40.78537     2   731          South.Island       <NA>
## 732  172.7943 -40.81774     2   732          South.Island       <NA>
## 733  172.8465 -40.84112     2   733          South.Island       <NA>
## 734  172.9061 -40.82496     2   734          South.Island       <NA>
## 735  172.9536 -40.79614     2   735          South.Island       <NA>
## 736  173.0109 -40.81236     2   736          South.Island       <NA>
## 737  173.0201 -40.85733     2   737          South.Island       <NA>
## 738  173.0464 -40.89876     2   738          South.Island       <NA>
## 739  173.0585 -40.94557     2   739          South.Island       <NA>
## 740  173.0396 -40.98877     2   740          South.Island       <NA>
## 741  173.0155 -41.03197     2   741          South.Island       <NA>
## 742  173.0058 -41.07872     2   742          South.Island       <NA>
## 743  173.0252 -41.12193     2   743          South.Island       <NA>
## 744  173.0155 -41.16696     2   744          South.Island       <NA>
## 745  173.0659 -41.19217     2   745          South.Island       <NA>
## 746  173.0825 -41.21377     2   746          South.Island       <NA>
## 747  173.1066 -41.25514     2   747          South.Island       <NA>
## 748  173.1404 -41.29656     2   748          South.Island       <NA>
## 749  173.1908 -41.33432     2   749          South.Island       <NA>
## 750  173.2361 -41.29295     2   750          South.Island       <NA>
## 751  173.2911 -41.26774     2   751          South.Island       <NA>
## 752  173.3289 -41.22993     2   752          South.Island       <NA>
## 753  173.3386 -41.21016     2   753          South.Island       <NA>
## 754  173.3862 -41.17596     2   754          South.Island       <NA>
## 755  173.4458 -41.17412     2   755          South.Island       <NA>
## 756  173.4985 -41.14897     2   756          South.Island       <NA>
## 757  173.5220 -41.10754     2   757          South.Island       <NA>
## 758  173.5718 -41.07695     2   758          South.Island       <NA>
## 759  173.6314 -41.08056     2   759          South.Island       <NA>
## 760  173.6606 -41.12015     2   760          South.Island       <NA>
## 761  173.6985 -41.08233     2   761          South.Island       <NA>
## 762  173.7580 -41.06257     2   762          South.Island       <NA>
## 763  173.6956 -41.06257     2   763          South.Island       <NA>
## 764  173.7145 -41.01576     2   764          South.Island       <NA>
## 765  173.7712 -40.99416     2   765          South.Island       <NA>
## 766  173.8113 -40.96087     2   766          South.Island       <NA>
## 767  173.8480 -41.00046     2   767          South.Island       <NA>
## 768  173.9001 -40.96986     2   768          South.Island       <NA>
## 769  173.9385 -40.92305     2   769          South.Island       <NA>
## 770  174.0027 -40.91767     2   770          South.Island       <NA>
## 771  173.9557 -40.95187     2   771          South.Island       <NA>
## 772  173.9047 -40.98424     2   772          South.Island       <NA>
## 773  173.8766 -41.02744     2   773          South.Island       <NA>
## 774  173.8262 -41.00223     2   774          South.Island       <NA>
## 775  173.7769 -41.03197     2   775          South.Island       <NA>
## 776  173.7844 -41.07695     2   776          South.Island       <NA>
## 777  173.7729 -41.12193     2   777          South.Island       <NA>
## 778  173.8153 -41.08955     2   778          South.Island       <NA>
## 779  173.8703 -41.06526     2   779          South.Island       <NA>
## 780  173.9299 -41.07064     2   780          South.Island       <NA>
## 781  173.8726 -41.09047     2   781          South.Island       <NA>
## 782  173.8595 -41.13636     2   782          South.Island       <NA>
## 783  173.8090 -41.16152     2   783          South.Island       <NA>
## 784  173.8669 -41.18856     2   784          South.Island       <NA>
## 785  173.8532 -41.23715     2   785          South.Island       <NA>
## 786  173.8033 -41.26413     2   786          South.Island       <NA>
## 787  173.7437 -41.26952     2   787          South.Island       <NA>
## 788  173.8010 -41.28573     2   788          South.Island       <NA>
## 789  173.8560 -41.26774     2   789          South.Island       <NA>
## 790  173.9082 -41.24076     2   790          South.Island       <NA>
## 791  173.9683 -41.22546     2   791          South.Island       <NA>
## 792  174.0250 -41.21102     2   792          South.Island       <NA>
## 793  174.0846 -41.20203     2   793          South.Island       <NA>
## 794  174.0319 -41.17326     2   794          South.Island       <NA>
## 795  173.9821 -41.20747     2   795          South.Island       <NA>
## 796  173.9202 -41.20833     2   796          South.Island       <NA>
## 797  173.8738 -41.17057     2   797          South.Island       <NA>
## 798  173.9167 -41.13723     2   798          South.Island       <NA>
## 799  173.9448 -41.09586     2   799          South.Island       <NA>
## 800  173.9620 -41.14083     2   800          South.Island       <NA>
## 801  174.0090 -41.10846     2   801          South.Island       <NA>
## 802  174.0348 -41.06526     2   802          South.Island       <NA>
## 803  173.9752 -41.05626     2   803          South.Island       <NA>
## 804  173.9695 -41.01123     2   804          South.Island       <NA>
## 805  174.0119 -40.97886     2   805          South.Island       <NA>
## 806  174.0222 -41.02383     2   806          South.Island       <NA>
## 807  174.0823 -41.03466     2   807          South.Island       <NA>
## 808  174.1442 -41.03283     2   808          South.Island       <NA>
## 809  174.1494 -40.98785     2   809          South.Island       <NA>
## 810  174.1975 -41.01662     2   810          South.Island       <NA>
## 811  174.1734 -41.05804     2   811          South.Island       <NA>
## 812  174.2216 -41.08686     2   812          South.Island       <NA>
## 813  174.2674 -41.05082     2   813          South.Island       <NA>
## 814  174.3075 -41.01662     2   814          South.Island       <NA>
## 815  174.2771 -41.05804     2   815          South.Island       <NA>
## 816  174.2554 -41.10485     2   816          South.Island       <NA>
## 817  174.2250 -41.14444     2   817          South.Island       <NA>
## 818  174.1883 -41.10302     2   818          South.Island       <NA>
## 819  174.1700 -41.14983     2   819          South.Island       <NA>
## 820  174.1946 -41.19842     2   820          South.Island       <NA>
## 821  174.1425 -41.22185     2   821          South.Island       <NA>
## 822  174.0806 -41.24162     2   822          South.Island       <NA>
## 823  174.0187 -41.24345     2   823          South.Island       <NA>
## 824  173.9614 -41.26236     2   824          South.Island       <NA>
## 825  173.9139 -41.29112     2   825          South.Island       <NA>
## 826  173.9735 -41.28035     2   826          South.Island       <NA>
## 827  174.0359 -41.27582     2   827          South.Island       <NA>
## 828  174.0932 -41.25783     2   828          South.Island       <NA>
## 829  174.1528 -41.24345     2   829          South.Island       <NA>
## 830  174.1918 -41.27943     2   830          South.Island       <NA>
## 831  174.2508 -41.25966     2   831          South.Island       <NA>
## 832  174.3178 -41.22907     2   832          South.Island       <NA>
## 833  174.2875 -41.27044     2   833          South.Island       <NA>
## 834  174.2376 -41.30286     2   834          South.Island       <NA>
## 835  174.2050 -41.34246     2   835          South.Island       <NA>
## 836  174.1499 -41.36406     2   836          South.Island       <NA>
## 837  174.1734 -41.32086     2   837          South.Island       <NA>
## 838  174.1161 -41.34063     2   838          South.Island       <NA>
## 839  174.0806 -41.36767     2   839          South.Island       <NA>
## 840  174.0548 -41.40995     2   840          South.Island       <NA>
## 841  174.0365 -41.45315     2   841          South.Island       <NA>
## 842  174.0417 -41.49996     2   842          South.Island       <NA>
## 843  174.0858 -41.53595     2   843          South.Island       <NA>
## 844  174.1414 -41.56115     2   844          South.Island       <NA>
## 845  174.1637 -41.60613     2   845          South.Island       <NA>
## 846  174.1626 -41.66555     2   846          South.Island       <NA>
## 847  174.1729 -41.71053     2   847          South.Island       <NA>
## 848  174.2244 -41.74112     2   848          South.Island       <NA>
## 849  174.2491 -41.78254     2   849          South.Island       <NA>
## 850  174.2164 -41.82574     2   850          South.Island       <NA>
## 851  174.1809 -41.86356     2   851          South.Island       <NA>
## 852  174.1477 -41.90132     2   852          South.Island       <NA>
## 853  174.1047 -41.93375     2   853          South.Island       <NA>
## 854  174.0629 -41.97157     2   854          South.Island       <NA>
## 855  174.0176 -42.01294     2   855          South.Island       <NA>
## 856  173.9815 -42.05252     2   856          South.Island       <NA>
## 857  173.9437 -42.10295     2   857          South.Island       <NA>
## 858  173.9397 -42.14976     2   858          South.Island       <NA>
## 859  173.9087 -42.19834     2   859          South.Island       <NA>
## 860  173.8652 -42.23077     2   860          South.Island       <NA>
## 861  173.8102 -42.26492     2   861          South.Island       <NA>
## 862  173.7615 -42.29374     2   862          South.Island       <NA>
## 863  173.7283 -42.33517     2   863          South.Island       <NA>
## 864  173.6967 -42.38014     2   864          South.Island       <NA>
## 865  173.7168 -42.42512     2   865          South.Island       <NA>
## 866  173.6532 -42.41612     2   866          South.Island       <NA>
## 867  173.5947 -42.43056     2   867          South.Island       <NA>
## 868  173.5512 -42.46477     2   868          South.Island       <NA>
## 869  173.5203 -42.50705     2   869          South.Island       <NA>
## 870  173.5059 -42.55386     2   870          South.Island       <NA>
## 871  173.4790 -42.60423     2   871          South.Island       <NA>
## 872  173.4515 -42.65287     2   872          South.Island       <NA>
## 873  173.4274 -42.69785     2   873          South.Island       <NA>
## 874  173.4005 -42.74643     2   874          South.Island       <NA>
## 875  173.3667 -42.78425     2   875          South.Island       <NA>
## 876  173.3352 -42.83467     2   876          South.Island       <NA>
## 877  173.3203 -42.88142     2   877          South.Island       <NA>
## 878  173.2865 -42.92107     2   878          South.Island       <NA>
## 879  173.2424 -42.95522     2   879          South.Island       <NA>
## 880  173.1857 -42.98043     2   880          South.Island       <NA>
## 881  173.1318 -43.00925     2   881          South.Island       <NA>
## 882  173.0997 -43.04884     2   882          South.Island       <NA>
## 883  173.0332 -43.05606     2   883          South.Island       <NA>
## 884  172.9719 -43.07766     2   884          South.Island       <NA>
## 885  172.9147 -43.09926     2   885          South.Island       <NA>
## 886  172.8556 -43.12086     2   886          South.Island       <NA>
## 887  172.7915 -43.14962     2   887          South.Island       <NA>
## 888  172.7565 -43.19551     2   888          South.Island       <NA>
## 889  172.7370 -43.24233     2   889          South.Island       <NA>
## 890  172.7118 -43.28553     2   890          South.Island       <NA>
## 891  172.7055 -43.33234     2   891          South.Island       <NA>
## 892  172.7055 -43.37915     2   892          South.Island       <NA>
## 893  172.6855 -43.39714     2   893          South.Island       <NA>
## 894  172.7101 -43.44034     2   894          South.Island       <NA>
## 895  172.7198 -43.49437     2   895          South.Island       <NA>
## 896  172.7393 -43.53751     2   896          South.Island       <NA>
## 897  172.7789 -43.58072     2   897          South.Island       <NA>
## 898  172.7239 -43.60776     2   898          South.Island       <NA>
## 899  172.6591 -43.61676     2   899          South.Island       <NA>
## 900  172.6666 -43.66357     2   900          South.Island       <NA>
## 901  172.7113 -43.62936     2   901          South.Island       <NA>
## 902  172.7760 -43.62214     2   902          South.Island       <NA>
## 903  172.8109 -43.65995     2   903          South.Island       <NA>
## 904  172.8407 -43.62037     2   904          South.Island       <NA>
## 905  172.8980 -43.63836     2   905          South.Island       <NA>
## 906  172.8854 -43.69055     2   906          South.Island       <NA>
## 907  172.9129 -43.64913     2   907          South.Island       <NA>
## 908  172.9926 -43.64735     2   908          South.Island       <NA>
## 909  173.0499 -43.67434     2   909          South.Island       <NA>
## 910  173.1020 -43.70493     2   910          South.Island       <NA>
## 911  173.1244 -43.76074     2   911          South.Island       <NA>
## 912  173.1072 -43.80572     2   912          South.Island       <NA>
## 913  173.0797 -43.84892     2   913          South.Island       <NA>
## 914  173.0275 -43.87774     2   914          South.Island       <NA>
## 915  172.9651 -43.87235     2   915          South.Island       <NA>
## 916  172.9450 -43.82732     2   916          South.Island       <NA>
## 917  172.9628 -43.78234     2   917          South.Island       <NA>
## 918  172.9152 -43.81294     2   918          South.Island       <NA>
## 919  172.9175 -43.85797     2   919          South.Island       <NA>
## 920  172.9278 -43.90295     2   920          South.Island       <NA>
## 921  172.8648 -43.88673     2   921          South.Island       <NA>
## 922  172.8001 -43.87596     2   922          South.Island       <NA>
## 923  172.7376 -43.84892     2   923          South.Island       <NA>
## 924  172.6780 -43.83276     2   924          South.Island       <NA>
## 925  172.6104 -43.83454     2   925          South.Island       <NA>
## 926  172.5485 -43.83992     2   926          South.Island       <NA>
## 927  172.4832 -43.84715     2   927          South.Island       <NA>
## 928  172.4156 -43.85975     2   928          South.Island       <NA>
## 929  172.4712 -43.83276     2   929          South.Island       <NA>
## 930  172.5359 -43.81833     2   930          South.Island       <NA>
## 931  172.6007 -43.80755     2   931          South.Island       <NA>
## 932  172.5411 -43.77512     2   932          South.Island       <NA>
## 933  172.5044 -43.73553     2   933          South.Island       <NA>
## 934  172.4391 -43.74636     2   934          South.Island       <NA>
## 935  172.3818 -43.77157     2   935          South.Island       <NA>
## 936  172.3761 -43.82376     2   936          South.Island       <NA>
## 937  172.3509 -43.86697     2   937          South.Island       <NA>
## 938  172.2855 -43.88135     2   938          South.Island       <NA>
## 939  172.2134 -43.90295     2   939          South.Island       <NA>
## 940  172.1859 -43.86153     2   940          South.Island       <NA>
## 941  172.1417 -43.82554     2   941          South.Island       <NA>
## 942  172.1738 -43.86874     2   942          South.Island       <NA>
## 943  172.1853 -43.90656     2   943          South.Island       <NA>
## 944  172.1200 -43.92994     2   944          South.Island       <NA>
## 945  172.0598 -43.95337     2   945          South.Island       <NA>
## 946  171.9968 -43.97944     2   946          South.Island       <NA>
## 947  171.9326 -44.00642     2   947          South.Island       <NA>
## 948  171.8696 -44.03347     2   948          South.Island       <NA>
## 949  171.8089 -44.05507     2   949          South.Island       <NA>
## 950  171.7481 -44.08205     2   950          South.Island       <NA>
## 951  171.6925 -44.10904     2   951          South.Island       <NA>
## 952  171.6318 -44.13064     2   952          South.Island       <NA>
## 953  171.5762 -44.15763     2   953          South.Island       <NA>
## 954  171.5229 -44.18645     2   954          South.Island       <NA>
## 955  171.4851 -44.19544     2   955          South.Island       <NA>
## 956  171.4364 -44.23326     2   956          South.Island       <NA>
## 957  171.3900 -44.26563     2   957          South.Island       <NA>
## 958  171.3390 -44.29445     2   958          South.Island       <NA>
## 959  171.2926 -44.33582     2   959          South.Island       <NA>
## 960  171.2514 -44.37363     2   960          South.Island       <NA>
## 961  171.2473 -44.42044     2   961          South.Island       <NA>
## 962  171.2433 -44.46903     2   962          South.Island       <NA>
## 963  171.2090 -44.50862     2   963          South.Island       <NA>
## 964  171.1803 -44.55005     2   964          South.Island       <NA>
## 965  171.1608 -44.59686     2   965          South.Island       <NA>
## 966  171.1471 -44.64275     2   966          South.Island       <NA>
## 967  171.1614 -44.69495     2   967          South.Island       <NA>
## 968  171.1626 -44.74353     2   968          South.Island       <NA>
## 969  171.1660 -44.79212     2   969          South.Island       <NA>
## 970  171.1671 -44.84432     2   970          South.Island       <NA>
## 971  171.1602 -44.89113     2   971          South.Island       <NA>
## 972  171.1436 -44.93616     2   972          South.Island       <NA>
## 973  171.1305 -44.95954     2   973          South.Island       <NA>
## 974  171.1035 -45.00635     2   974          South.Island       <NA>
## 975  171.0634 -45.04772     2   975          South.Island       <NA>
## 976  171.0119 -45.08192     2   976          South.Island       <NA>
## 977  170.9643 -45.11613     2   977          South.Island       <NA>
## 978  170.9374 -45.15755     2   978          South.Island       <NA>
## 979  170.9030 -45.19714     2   979          South.Island       <NA>
## 980  170.8755 -45.24035     2   980          South.Island       <NA>
## 981  170.8537 -45.28355     2   981          South.Island       <NA>
## 982  170.8262 -45.32675     2   982          South.Island       <NA>
## 983  170.8222 -45.37172     2   983          South.Island       <NA>
## 984  170.8566 -45.41315     2   984          South.Island       <NA>
## 985  170.8090 -45.44735     2   985          South.Island       <NA>
## 986  170.8188 -45.49417     2   986          South.Island       <NA>
## 987  170.7683 -45.52832     2   987          South.Island       <NA>
## 988  170.7386 -45.57152     2   988          South.Island       <NA>
## 989  170.7162 -45.61472     2   989          South.Island       <NA>
## 990  170.6606 -45.64715     2   990          South.Island       <NA>
## 991  170.6383 -45.69396     2   991          South.Island       <NA>
## 992  170.5930 -45.72816     2   992          South.Island       <NA>
## 993  170.5552 -45.77045     2   993          South.Island       <NA>
## 994  170.6159 -45.78666     2   994          South.Island       <NA>
## 995  170.6813 -45.77853     2   995          South.Island       <NA>
## 996  170.6383 -45.81726     2   996          South.Island       <NA>
## 997  170.5850 -45.85146     2   997          South.Island       <NA>
## 998  170.5472 -45.89105     2   998          South.Island       <NA>
## 999  170.6102 -45.86762     2   999          South.Island       <NA>
## 1000 170.6658 -45.83433     2  1000          South.Island       <NA>
## 1001 170.7139 -45.80196     2  1001          South.Island       <NA>
## 1002 170.7197 -45.84694     2  1002          South.Island       <NA>
## 1003 170.7357 -45.89552     2  1003          South.Island       <NA>
## 1004 170.6709 -45.89822     2  1004          South.Island       <NA>
## 1005 170.6177 -45.92704     2  1005          South.Island       <NA>
## 1006 170.5529 -45.93064     2  1006          South.Island       <NA>
## 1007 170.4853 -45.93787     2  1007          South.Island       <NA>
## 1008 170.4251 -45.95586     2  1008          South.Island       <NA>
## 1009 170.3495 -45.96485     2  1009          South.Island       <NA>
## 1010 170.2939 -45.99006     2  1010          South.Island       <NA>
## 1011 170.2504 -46.02965     2  1011          South.Island       <NA>
## 1012 170.2046 -46.07102     2  1012          South.Island       <NA>
## 1013 170.1862 -46.11605     2  1013          South.Island       <NA>
## 1014 170.1736 -46.16286     2  1014          South.Island       <NA>
## 1015 170.1393 -46.20423     2  1015          South.Island       <NA>
## 1016 170.0854 -46.23483     2  1016          South.Island       <NA>
## 1017 170.0292 -46.26726     2  1017          South.Island       <NA>
## 1018 169.9719 -46.30685     2  1018          South.Island       <NA>
## 1019 169.9158 -46.33206     2  1019          South.Island       <NA>
## 1020 169.8596 -46.36443     2  1020          South.Island       <NA>
## 1021 169.7983 -46.38786     2  1021          South.Island       <NA>
## 1022 169.7691 -46.43285     2  1022          South.Island       <NA>
## 1023 169.7794 -46.47965     2  1023          South.Island       <NA>
## 1024 169.7433 -46.51833     2  1024          South.Island       <NA>
## 1025 169.6752 -46.52377     2  1025          South.Island       <NA>
## 1026 169.6093 -46.52916     2  1026          South.Island       <NA>
## 1027 169.6792 -46.53815     2  1027          South.Island       <NA>
## 1028 169.6505 -46.57952     2  1028          South.Island       <NA>
## 1029 169.5961 -46.61012     2  1029          South.Island       <NA>
## 1030 169.5302 -46.61734     2  1030          South.Island       <NA>
## 1031 169.4649 -46.61372     2  1031          South.Island       <NA>
## 1032 169.4179 -46.65332     2  1032          South.Island       <NA>
## 1033 169.3486 -46.67136     2  1033          South.Island       <NA>
## 1034 169.2741 -46.68397     2  1034          South.Island       <NA>
## 1035 169.2139 -46.71634     2  1035          South.Island       <NA>
## 1036 169.1331 -46.71457     2  1036          South.Island       <NA>
## 1037 169.0604 -46.73617     2  1037          South.Island       <NA>
## 1038 168.9945 -46.74155     2  1038          South.Island       <NA>
## 1039 168.9165 -46.72711     2  1039          South.Island       <NA>
## 1040 168.8444 -46.73072     2  1040          South.Island       <NA>
## 1041 168.8043 -46.68752     2  1041          South.Island       <NA>
## 1042 168.7704 -46.64977     2  1042          South.Island       <NA>
## 1043 168.7051 -46.64616     2  1043          South.Island       <NA>
## 1044 168.6352 -46.65154     2  1044          South.Island       <NA>
## 1045 168.5711 -46.66953     2  1045          South.Island       <NA>
## 1046 168.6352 -46.64977     2  1046          South.Island       <NA>
## 1047 168.5711 -46.63716     2  1047          South.Island       <NA>
## 1048 168.5384 -46.67853     2  1048          South.Island       <NA>
## 1049 168.4685 -46.69927     2  1049          South.Island       <NA>
## 1050 168.4009 -46.69566     2  1050          South.Island       <NA>
## 1051 168.4651 -46.67945     2  1051          South.Island       <NA>
## 1052 168.4152 -46.65063     2  1052          South.Island       <NA>
## 1053 168.3465 -46.65784     2  1053          South.Island       <NA>
## 1054 168.2817 -46.64524     2  1054          South.Island       <NA>
## 1055 168.3018 -46.68844     2  1055          South.Island       <NA>
## 1056 168.2468 -46.65607     2  1056          South.Island       <NA>
## 1057 168.2049 -46.62186     2  1057          South.Island       <NA>
## 1058 168.2703 -46.62725     2  1058          South.Island       <NA>
## 1059 168.3178 -46.59304     2  1059          South.Island       <NA>
## 1060 168.3373 -46.54623     2  1060          South.Island       <NA>
## 1061 168.2663 -46.55162     2  1061          South.Island       <NA>
## 1062 168.2032 -46.52463     2  1062          South.Island       <NA>
## 1063 168.1597 -46.48504     2  1063          South.Island       <NA>
## 1064 168.0978 -46.44905     2  1064          South.Island       <NA>
## 1065 168.0296 -46.44905     2  1065          South.Island       <NA>
## 1066 167.9924 -46.48865     2  1066          South.Island       <NA>
## 1067 167.9311 -46.47066     2  1067          South.Island       <NA>
## 1068 167.8572 -46.47782     2  1068          South.Island       <NA>
## 1069 167.7878 -46.49226     2  1069          South.Island       <NA>
## 1070 167.7231 -46.48504     2  1070          South.Island       <NA>
## 1071 167.6795 -46.44905     2  1071          South.Island       <NA>
## 1072 167.7047 -46.40586     2  1072          South.Island       <NA>
## 1073 167.6566 -46.36266     2  1073          South.Island       <NA>
## 1074 167.6051 -46.33384     2  1074          South.Island       <NA>
## 1075 167.5523 -46.30863     2  1075          South.Island       <NA>
## 1076 167.4847 -46.28342     2  1076          South.Island       <NA>
## 1077 167.4200 -46.27986     2  1077          South.Island       <NA>
## 1078 167.3650 -46.31046     2  1078          South.Island       <NA>
## 1079 167.3369 -46.35543     2  1079          South.Island       <NA>
## 1080 167.2911 -46.39142     2  1080          South.Island       <NA>
## 1081 167.2263 -46.38964     2  1081          South.Island       <NA>
## 1082 167.1570 -46.40224     2  1082          South.Island       <NA>
## 1083 167.0894 -46.40047     2  1083          South.Island       <NA>
## 1084 167.0120 -46.38964     2  1084          South.Island       <NA>
## 1085 166.9473 -46.38334     2  1085          South.Island       <NA>
## 1086 166.8780 -46.37612     2  1086          South.Island       <NA>
## 1087 166.8705 -46.37434     2  1087          South.Island       <NA>
## 1088 166.8023 -46.37434     2  1088          South.Island       <NA>
## 1089 166.7341 -46.38157     2  1089          South.Island       <NA>
## 1090 166.6665 -46.37612     2  1090          South.Island       <NA>
## 1091 166.6093 -46.35452     2  1091          South.Island       <NA>
## 1092 166.6127 -46.30416     2  1092          South.Island       <NA>
## 1093 166.6774 -46.28072     2  1093          South.Island       <NA>
## 1094 166.7032 -46.23752     2  1094          South.Island       <NA>
## 1095 166.7491 -46.20154     2  1095          South.Island       <NA>
## 1096 166.7697 -46.15656     2  1096          South.Island       <NA>
## 1097 166.8344 -46.13674     2  1097          South.Island       <NA>
## 1098 166.8808 -46.09623     2  1098          South.Island       <NA>
## 1099 166.8195 -46.12952     2  1099          South.Island       <NA>
## 1100 166.7531 -46.14396     2  1100          South.Island       <NA>
## 1101 166.7072 -46.17994     2  1101          South.Island       <NA>
## 1102 166.7261 -46.22314     2  1102          South.Island       <NA>
## 1103 166.6614 -46.21953     2  1103          South.Island       <NA>
## 1104 166.5961 -46.24297     2  1104          South.Island       <NA>
## 1105 166.5342 -46.26273     2  1105          South.Island       <NA>
## 1106 166.5497 -46.21775     2  1106          South.Island       <NA>
## 1107 166.5863 -46.17094     2  1107          South.Island       <NA>
## 1108 166.6442 -46.14396     2  1108          South.Island       <NA>
## 1109 166.7152 -46.13313     2  1109          South.Island       <NA>
## 1110 166.6511 -46.12774     2  1110          South.Island       <NA>
## 1111 166.6494 -46.07732     2  1111          South.Island       <NA>
## 1112 166.5932 -46.11153     2  1112          South.Island       <NA>
## 1113 166.5520 -46.15295     2  1113          South.Island       <NA>
## 1114 166.4918 -46.17817     2  1114          South.Island       <NA>
## 1115 166.4253 -46.19255     2  1115          South.Island       <NA>
## 1116 166.4202 -46.14573     2  1116          South.Island       <NA>
## 1117 166.3973 -46.09892     2  1117          South.Island       <NA>
## 1118 166.3961 -46.04495     2  1118          South.Island       <NA>
## 1119 166.4196 -45.99992     2  1119          South.Island       <NA>
## 1120 166.4843 -45.97832     2  1120          South.Island       <NA>
## 1121 166.5502 -45.97115     2  1121          South.Island       <NA>
## 1122 166.6156 -45.96216     2  1122          South.Island       <NA>
## 1123 166.6849 -45.94772     2  1123          South.Island       <NA>
## 1124 166.7582 -45.92887     2  1124          South.Island       <NA>
## 1125 166.8224 -45.93064     2  1125          South.Island       <NA>
## 1126 166.8728 -45.89644     2  1126          South.Island       <NA>
## 1127 166.9364 -45.88206     2  1127          South.Island       <NA>
## 1128 166.8619 -45.88023     2  1128          South.Island       <NA>
## 1129 166.7955 -45.87123     2  1129          South.Island       <NA>
## 1130 166.7319 -45.88744     2  1130          South.Island       <NA>
## 1131 166.7238 -45.84063     2  1131          South.Island       <NA>
## 1132 166.7903 -45.82442     2  1132          South.Island       <NA>
## 1133 166.8625 -45.80282     2  1133          South.Island       <NA>
## 1134 166.9301 -45.77406     2  1134          South.Island       <NA>
## 1135 166.8665 -45.79205     2  1135          South.Island       <NA>
## 1136 166.7972 -45.80826     2  1136          South.Island       <NA>
## 1137 166.7336 -45.82625     2  1137          South.Island       <NA>
## 1138 166.6986 -45.78844     2  1138          South.Island       <NA>
## 1139 166.7491 -45.75423     2  1139          South.Island       <NA>
## 1140 166.8092 -45.72547     2  1140          South.Island       <NA>
## 1141 166.8763 -45.72547     2  1141          South.Island       <NA>
## 1142 166.9410 -45.72003     2  1142          South.Island       <NA>
## 1143 166.8774 -45.71464     2  1143          South.Island       <NA>
## 1144 166.9278 -45.67683     2  1144          South.Island       <NA>
## 1145 166.9845 -45.65162     2  1145          South.Island       <NA>
## 1146 166.9158 -45.66966     2  1146          South.Island       <NA>
## 1147 166.8470 -45.68765     2  1147          South.Island       <NA>
## 1148 166.7897 -45.71642     2  1148          South.Island       <NA>
## 1149 166.7227 -45.73985     2  1149          South.Island       <NA>
## 1150 166.6465 -45.75062     2  1150          South.Island       <NA>
## 1151 166.6545 -45.70026     2  1151          South.Island       <NA>
## 1152 166.6826 -45.65706     2  1152          South.Island       <NA>
## 1153 166.6929 -45.61025     2  1153          South.Island       <NA>
## 1154 166.7238 -45.56705     2  1154          South.Island       <NA>
## 1155 166.7903 -45.57243     2  1155          South.Island       <NA>
## 1156 166.8442 -45.59587     2  1156          South.Island       <NA>
## 1157 166.8338 -45.55083     2  1157          South.Island       <NA>
## 1158 166.7668 -45.54722     2  1158          South.Island       <NA>
## 1159 166.7645 -45.49863     2  1159          South.Island       <NA>
## 1160 166.8058 -45.45182     2  1160          South.Island       <NA>
## 1161 166.8717 -45.46082     2  1161          South.Island       <NA>
## 1162 166.9227 -45.48603     2  1162          South.Island       <NA>
## 1163 166.9931 -45.50047     2  1163          South.Island       <NA>
## 1164 166.9931 -45.54906     2  1164          South.Island       <NA>
## 1165 166.9295 -45.56527     2  1165          South.Island       <NA>
## 1166 166.9994 -45.56344     2  1166          South.Island       <NA>
## 1167 166.9994 -45.51302     2  1167          South.Island       <NA>
## 1168 167.0585 -45.53823     2  1168          South.Island       <NA>
## 1169 167.0848 -45.57965     2  1169          South.Island       <NA>
## 1170 167.0522 -45.62285     2  1170          South.Island       <NA>
## 1171 167.1140 -45.59942     2  1171          South.Island       <NA>
## 1172 167.0905 -45.55267     2  1172          South.Island       <NA>
## 1173 167.0539 -45.50946     2  1173          South.Island       <NA>
## 1174 166.9971 -45.48787     2  1174          South.Island       <NA>
## 1175 167.0275 -45.44466     2  1175          South.Island       <NA>
## 1176 167.0974 -45.43383     2  1176          South.Island       <NA>
## 1177 167.1404 -45.46626     2  1177          South.Island       <NA>
## 1178 167.1117 -45.42484     2  1178          South.Island       <NA>
## 1179 167.0464 -45.43206     2  1179          South.Island       <NA>
## 1180 166.9799 -45.43206     2  1180          South.Island       <NA>
## 1181 166.9570 -45.38347     2  1181          South.Island       <NA>
## 1182 166.9519 -45.33666     2  1182          South.Island       <NA>
## 1183 166.9645 -45.28624     2  1183          South.Island       <NA>
## 1184 167.0292 -45.28086     2  1184          South.Island       <NA>
## 1185 167.0653 -45.32583     2  1185          South.Island       <NA>
## 1186 167.0424 -45.27902     2  1186          South.Island       <NA>
## 1187 167.0132 -45.23943     2  1187          South.Island       <NA>
## 1188 167.0779 -45.23227     2  1188          South.Island       <NA>
## 1189 167.1037 -45.27547     2  1189          South.Island       <NA>
## 1190 167.1696 -45.25742     2  1190          South.Island       <NA>
## 1191 167.1100 -45.24126     2  1191          South.Island       <NA>
## 1192 167.0711 -45.19984     2  1192          South.Island       <NA>
## 1193 167.1301 -45.17102     2  1193          South.Island       <NA>
## 1194 167.1977 -45.18362     2  1194          South.Island       <NA>
## 1195 167.2630 -45.19262     2  1195          South.Island       <NA>
## 1196 167.1965 -45.17102     2  1196          South.Island       <NA>
## 1197 167.1341 -45.15847     2  1197          South.Island       <NA>
## 1198 167.1490 -45.11344     2  1198          South.Island       <NA>
## 1199 167.1897 -45.07562     2  1199          South.Island       <NA>
## 1200 167.2344 -45.03786     2  1200          South.Island       <NA>
## 1201 167.2916 -45.00005     2  1201          South.Island       <NA>
## 1202 167.3415 -45.03426     2  1202          South.Island       <NA>
## 1203 167.3421 -45.08107     2  1203          South.Island       <NA>
## 1204 167.3547 -45.13143     2  1204          South.Island       <NA>
## 1205 167.4108 -45.10622     2  1205          South.Island       <NA>
## 1206 167.3581 -45.07207     2  1206          South.Island       <NA>
## 1207 167.3558 -45.01626     2  1207          South.Island       <NA>
## 1208 167.3300 -44.97123     2  1208          South.Island       <NA>
## 1209 167.3816 -44.93886     2  1209          South.Island       <NA>
## 1210 167.4326 -44.90912     2  1210          South.Island       <NA>
## 1211 167.4893 -44.92717     2  1211          South.Island       <NA>
## 1212 167.4824 -44.97215     2  1212          South.Island       <NA>
## 1213 167.5042 -45.01357     2  1213          South.Island       <NA>
## 1214 167.5008 -44.96676     2  1214          South.Island       <NA>
## 1215 167.5002 -44.92172     2  1215          South.Island       <NA>
## 1216 167.4945 -44.87675     2  1216          South.Island       <NA>
## 1217 167.5586 -44.86592     2  1217          South.Island       <NA>
## 1218 167.5506 -44.82094     2  1218          South.Island       <NA>
## 1219 167.6091 -44.79212     2  1219          South.Island       <NA>
## 1220 167.6532 -44.75253     2  1220          South.Island       <NA>
## 1221 167.7116 -44.72554     2  1221          South.Island       <NA>
## 1222 167.7758 -44.71294     2  1222          South.Island       <NA>
## 1223 167.8291 -44.73815     2  1223          South.Island       <NA>
## 1224 167.8743 -44.77235     2  1224          South.Island       <NA>
## 1225 167.8457 -44.72377     2  1225          South.Island       <NA>
## 1226 167.8010 -44.68412     2  1226          South.Island       <NA>
## 1227 167.8027 -44.63914     2  1227          South.Island       <NA>
## 1228 167.8342 -44.59594     2  1228          South.Island       <NA>
## 1229 167.8663 -44.55096     2  1229          South.Island       <NA>
## 1230 167.9076 -44.51131     2  1230          South.Island       <NA>
## 1231 167.9700 -44.49155     2  1231          South.Island       <NA>
## 1232 167.9763 -44.44657     2  1232          South.Island       <NA>
## 1233 168.0434 -44.44113     2  1233          South.Island       <NA>
## 1234 168.0915 -44.40876     2  1234          South.Island       <NA>
## 1235 168.0416 -44.37633     2  1235          South.Island       <NA>
## 1236 168.0944 -44.34396     2  1236          South.Island       <NA>
## 1237 168.0949 -44.34212     2  1237          South.Island       <NA>
## 1238 168.1408 -44.30436     2  1238          South.Island       <NA>
## 1239 168.1986 -44.27377     2  1239          South.Island       <NA>
## 1240 168.2468 -44.23412     2  1240          South.Island       <NA>
## 1241 168.2829 -44.19275     2  1241          South.Island       <NA>
## 1242 168.3115 -44.14863     2  1242          South.Island       <NA>
## 1243 168.3447 -44.10727     2  1243          South.Island       <NA>
## 1244 168.4106 -44.09827     2  1244          South.Island       <NA>
## 1245 168.4788 -44.09466     2  1245          South.Island       <NA>
## 1246 168.5401 -44.07484     2  1246          South.Island       <NA>
## 1247 168.5951 -44.04602     2  1247          South.Island       <NA>
## 1248 168.6501 -44.08022     2  1248          South.Island       <NA>
## 1249 168.7132 -44.07484     2  1249          South.Island       <NA>
## 1250 168.7773 -44.05684     2  1250          South.Island       <NA>
## 1251 168.8340 -44.02802     2  1251          South.Island       <NA>
## 1252 168.8719 -43.98666     2  1252          South.Island       <NA>
## 1253 168.9418 -43.95245     2  1253          South.Island       <NA>
## 1254 168.9985 -43.92724     2  1254          South.Island       <NA>
## 1255 169.0203 -43.90742     2  1255          South.Island       <NA>
## 1256 169.0684 -43.87327     2  1256          South.Island       <NA>
## 1257 169.1160 -43.83545     2  1257          South.Island       <NA>
## 1258 169.1675 -43.80663     2  1258          South.Island       <NA>
## 1259 169.2219 -43.77965     2  1259          South.Island       <NA>
## 1260 169.2787 -43.74905     2  1260          South.Island       <NA>
## 1261 169.3348 -43.72476     2  1261          South.Island       <NA>
## 1262 169.3864 -43.69594     2  1262          South.Island       <NA>
## 1263 169.4546 -43.67795     2  1263          South.Island       <NA>
## 1264 169.5227 -43.66173     2  1264          South.Island       <NA>
## 1265 169.5886 -43.64196     2  1265          South.Island       <NA>
## 1266 169.6517 -43.62214     2  1266          South.Island       <NA>
## 1267 169.6946 -43.57172     2  1267          South.Island       <NA>
## 1268 169.7290 -43.53213     2  1268          South.Island       <NA>
## 1269 169.7605 -43.49254     2  1269          South.Island       <NA>
## 1270 169.7708 -43.48715     2  1270          South.Island       <NA>
## 1271 169.8150 -43.44934     2  1271          South.Island       <NA>
## 1272 169.8900 -43.43673     2  1272          South.Island       <NA>
## 1273 169.9513 -43.40614     2  1273          South.Island       <NA>
## 1274 170.0155 -43.41336     2  1274          South.Island       <NA>
## 1275 170.0103 -43.36654     2  1275          South.Island       <NA>
## 1276 170.0682 -43.34672     2  1276          South.Island       <NA>
## 1277 170.0900 -43.29997     2  1277          South.Island       <NA>
## 1278 170.1375 -43.26576     2  1278          South.Island       <NA>
## 1279 170.1983 -43.24055     2  1279          South.Island       <NA>
## 1280 170.2418 -43.20543     2  1280          South.Island       <NA>
## 1281 170.2395 -43.19643     2  1281          South.Island       <NA>
## 1282 170.1817 -43.22433     2  1282          South.Island       <NA>
## 1283 170.2372 -43.19827     2  1283          South.Island       <NA>
## 1284 170.2361 -43.15862     2  1284          South.Island       <NA>
## 1285 170.2917 -43.13347     2  1285          South.Island       <NA>
## 1286 170.3535 -43.13524     2  1286          South.Island       <NA>
## 1287 170.3776 -43.09204     2  1287          South.Island       <NA>
## 1288 170.4280 -43.06322     2  1288          South.Island       <NA>
## 1289 170.5002 -43.04706     2  1289          South.Island       <NA>
## 1290 170.5695 -43.02724     2  1290          South.Island       <NA>
## 1291 170.6228 -42.99665     2  1291          South.Island       <NA>
## 1292 170.6778 -42.96783     2  1292          South.Island       <NA>
## 1293 170.7328 -42.93906     2  1293          South.Island       <NA>
## 1294 170.7856 -42.90664     2  1294          South.Island       <NA>
## 1295 170.8314 -42.86704     2  1295          South.Island       <NA>
## 1296 170.8721 -42.82923     2  1296          South.Island       <NA>
## 1297 170.9053 -42.78425     2  1297          South.Island       <NA>
## 1298 170.9511 -42.73927     2  1298          South.Island       <NA>
## 1299 170.9912 -42.70323     2  1299          South.Island       <NA>
## 1300 171.0428 -42.67263     2  1300          South.Island       <NA>
## 1301 171.0783 -42.63305     2  1301          South.Island       <NA>
## 1302 171.1161 -42.58715     2  1302          South.Island       <NA>
## 1303 171.1339 -42.57277     2  1303          South.Island       <NA>
## 1304 171.1597 -42.53135     2  1304          South.Island       <NA>
## 1305 171.1832 -42.47376     2  1305          South.Island       <NA>
## 1306 171.2015 -42.42873     2  1306          South.Island       <NA>
## 1307 171.2370 -42.38736     2  1307          South.Island       <NA>
## 1308 171.2622 -42.34055     2  1308          South.Island       <NA>
## 1309 171.2903 -42.29552     2  1309          South.Island       <NA>
## 1310 171.3064 -42.25054     2  1310          South.Island       <NA>
## 1311 171.3098 -42.20012     2  1311          South.Island       <NA>
## 1312 171.3213 -42.14614     2  1312          South.Island       <NA>
## 1313 171.3493 -42.09217     2  1313          South.Island       <NA>
## 1314 171.3625 -42.04536     2  1314          South.Island       <NA>
## 1315 171.3975 -42.00216     2  1315          South.Island       <NA>
## 1316 171.4084 -41.95352     2  1316          South.Island       <NA>
## 1317 171.4313 -41.90854     2  1317          South.Island       <NA>
## 1318 171.4605 -41.86356     2  1318          South.Island       <NA>
## 1319 171.4542 -41.81853     2  1319          South.Island       <NA>
## 1320 171.4530 -41.76817     2  1320          South.Island       <NA>
## 1321 171.5161 -41.75556     2  1321          South.Island       <NA>
## 1322 171.5791 -41.73757     2  1322          South.Island       <NA>
## 1323 171.6393 -41.74656     2  1323          South.Island       <NA>
## 1324 171.7051 -41.72674     2  1324          South.Island       <NA>
## 1325 171.7561 -41.70153     2  1325          South.Island       <NA>
## 1326 171.7974 -41.66647     2  1326          South.Island       <NA>
## 1327 171.8610 -41.62682     2  1327          South.Island       <NA>
## 1328 171.8931 -41.58545     2  1328          South.Island       <NA>
## 1329 171.9223 -41.54225     2  1329          South.Island       <NA>
## 1330 171.9544 -41.50266     2  1330          South.Island       <NA>
## 1331 171.9813 -41.45762     2  1331          South.Island       <NA>
## 1332 172.0254 -41.42342     2  1332          South.Island       <NA>
## 1333 172.0695 -41.37305     2  1333          South.Island       <NA>
## 1334 172.0844 -41.32086     2  1334          South.Island       <NA>
## 1335 172.0896 -41.27582     2  1335          South.Island       <NA>
## 1336 172.0953 -41.23085     2  1336          South.Island       <NA>
## 1337 172.0970 -41.17326     2  1337          South.Island       <NA>
## 1338 172.0982 -41.12106     2  1338          South.Island       <NA>
## 1339 172.1011 -41.06704     2  1339          South.Island       <NA>
## 1340 172.1039 -41.02023     2  1340          South.Island       <NA>
## 1341 172.1022 -40.97525     2  1341          South.Island       <NA>
## 1342 172.0959 -40.92844     2  1342          South.Island       <NA>
## 1343 172.1154 -40.88163     2  1343          South.Island       <NA>
## 1344 172.1400 -40.84026     2  1344          South.Island       <NA>
## 1345 172.1927 -40.80422     2  1345          South.Island       <NA>
## 1346 172.2454 -40.77007     2  1346          South.Island       <NA>
## 1347 172.3004 -40.73764     2  1347          South.Island       <NA>
## 1348 172.3509 -40.70527     2  1348          South.Island       <NA>
## 1349 172.3938 -40.67376     2  1349          South.Island       <NA>
## 1350 172.4317 -40.63772     2  1350          South.Island       <NA>
## 1351 172.4935 -40.60712     2  1351          South.Island       <NA>
## 1352 172.5531 -40.61073     2  1352          South.Island       <NA>
## 1353 172.6144 -40.60357     2  1353          South.Island       <NA>
## 1354 172.5554 -40.58913     2  1354          South.Island       <NA>
## 1355 172.5863 -40.54777     2  1355          South.Island       <NA>
## 1356 172.6362 -40.52256     2  1356          South.Island       <NA>
## 1357 172.6391 -40.51356     2  1357          South.Island       <NA>
## 1359 167.8732 -46.80366     3  1359        Stewart.Island       <NA>
## 1360 167.8067 -46.81627     3  1360        Stewart.Island       <NA>
## 1361 167.7305 -46.81443     3  1361        Stewart.Island       <NA>
## 1362 167.6916 -46.85947     3  1362        Stewart.Island       <NA>
## 1363 167.6921 -46.90622     3  1363        Stewart.Island       <NA>
## 1364 167.7139 -46.95664     3  1364        Stewart.Island       <NA>
## 1365 167.7357 -46.99984     3  1365        Stewart.Island       <NA>
## 1366 167.7363 -47.04843     3  1366        Stewart.Island       <NA>
## 1367 167.6904 -47.08447     3  1367        Stewart.Island       <NA>
## 1368 167.6698 -47.13122     3  1368        Stewart.Island       <NA>
## 1369 167.6114 -47.16182     3  1369        Stewart.Island       <NA>
## 1370 167.5598 -47.20147     3  1370        Stewart.Island       <NA>
## 1371 167.5535 -47.24822     3  1371        Stewart.Island       <NA>
## 1372 167.5460 -47.29417     3  1372        Stewart.Island       <NA>
## 1373 167.4922 -47.32655     3  1373        Stewart.Island       <NA>
## 1374 167.4360 -47.35536     3  1374        Stewart.Island       <NA>
## 1375 167.4183 -47.40034     3  1375        Stewart.Island       <NA>
## 1376 167.4865 -47.40573     3  1376        Stewart.Island       <NA>
## 1377 167.5552 -47.38412     3  1377        Stewart.Island       <NA>
## 1378 167.6228 -47.37605     3  1378        Stewart.Island       <NA>
## 1379 167.5604 -47.36075     3  1379        Stewart.Island       <NA>
## 1380 167.6068 -47.32202     3  1380        Stewart.Island       <NA>
## 1381 167.6457 -47.28242     3  1381        Stewart.Island       <NA>
## 1382 167.7133 -47.29503     3  1382        Stewart.Island       <NA>
## 1383 167.7832 -47.29864     3  1383        Stewart.Island       <NA>
## 1384 167.8514 -47.27882     3  1384        Stewart.Island       <NA>
## 1385 167.9127 -47.24644     3  1385        Stewart.Island       <NA>
## 1386 167.9660 -47.21585     3  1386        Stewart.Island       <NA>
## 1387 168.0319 -47.21946     3  1387        Stewart.Island       <NA>
## 1388 168.1012 -47.21946     3  1388        Stewart.Island       <NA>
## 1389 168.0480 -47.19247     3  1389        Stewart.Island       <NA>
## 1390 168.1156 -47.20502     3  1390        Stewart.Island       <NA>
## 1391 168.1855 -47.19247     3  1391        Stewart.Island       <NA>
## 1392 168.1356 -47.16365     3  1392        Stewart.Island       <NA>
## 1393 168.1883 -47.13122     3  1393        Stewart.Island       <NA>
## 1394 168.1820 -47.08625     3  1394        Stewart.Island       <NA>
## 1395 168.1654 -47.03766     3  1395        Stewart.Island       <NA>
## 1396 168.1167 -47.07725     3  1396        Stewart.Island       <NA>
## 1397 168.0491 -47.09346     3  1397        Stewart.Island       <NA>
## 1398 168.1024 -47.05926     3  1398        Stewart.Island       <NA>
## 1399 168.0319 -47.05026     3  1399        Stewart.Island       <NA>
## 1400 167.9672 -47.03943     3  1400        Stewart.Island       <NA>
## 1401 167.9133 -47.07542     3  1401        Stewart.Island       <NA>
## 1402 167.9568 -47.03405     3  1402        Stewart.Island       <NA>
## 1403 167.9769 -46.98907     3  1403        Stewart.Island       <NA>
## 1404 168.0216 -47.02144     3  1404        Stewart.Island       <NA>
## 1405 168.0915 -47.00706     3  1405        Stewart.Island       <NA>
## 1406 168.1144 -46.96203     3  1406        Stewart.Island       <NA>
## 1407 168.0588 -46.93327     3  1407        Stewart.Island       <NA>
## 1408 168.0033 -46.90622     3  1408        Stewart.Island       <NA>
## 1409 167.9672 -46.86847     3  1409        Stewart.Island       <NA>
## 1410 167.9477 -46.82526     3  1410        Stewart.Island       <NA>
## 1411 167.8887 -46.80727     3  1411        Stewart.Island       <NA>
## 1412 167.8732 -46.80366     3  1412        Stewart.Island       <NA>
## 1414 175.5359 -36.39153     4  1414  Great.Barrier.Island       <NA>
## 1415 175.5520 -36.34116     4  1415  Great.Barrier.Island       <NA>
## 1416 175.5038 -36.30335     4  1416  Great.Barrier.Island       <NA>
## 1417 175.4947 -36.25654     4  1417  Great.Barrier.Island       <NA>
## 1418 175.5107 -36.21156     4  1418  Great.Barrier.Island       <NA>
## 1419 175.4609 -36.18996     4  1419  Great.Barrier.Island       <NA>
## 1420 175.4460 -36.13954     4  1420  Great.Barrier.Island       <NA>
## 1421 175.4202 -36.09273     4  1421  Great.Barrier.Island       <NA>
## 1422 175.3646 -36.10356     4  1422  Great.Barrier.Island       <NA>
## 1423 175.3663 -36.15037     4  1423  Great.Barrier.Island       <NA>
## 1424 175.3245 -36.18097     4  1424  Great.Barrier.Island       <NA>
## 1425 175.3749 -36.21156     4  1425  Great.Barrier.Island       <NA>
## 1426 175.3239 -36.23494     4  1426  Great.Barrier.Island       <NA>
## 1427 175.3640 -36.26915     4  1427  Great.Barrier.Island       <NA>
## 1428 175.4185 -36.28536     4  1428  Great.Barrier.Island       <NA>
## 1429 175.4511 -36.33217     4  1429  Great.Barrier.Island       <NA>
## 1430 175.5056 -36.35377     4  1430  Great.Barrier.Island       <NA>
## 1431 175.5359 -36.39153     4  1431  Great.Barrier.Island       <NA>
## 1433 166.4769 -45.88836     5  1433     Resolution.Island       <NA>
## 1434 166.5164 -45.84877     5  1434     Resolution.Island       <NA>
## 1435 166.5468 -45.88836     5  1435     Resolution.Island       <NA>
## 1436 166.5726 -45.93334     5  1436     Resolution.Island       <NA>
## 1437 166.6150 -45.89197     5  1437     Resolution.Island       <NA>
## 1438 166.6677 -45.91535     5  1438     Resolution.Island       <NA>
## 1439 166.6946 -45.87123     5  1439     Resolution.Island       <NA>
## 1440 166.6849 -45.82264     5  1440     Resolution.Island       <NA>
## 1441 166.6642 -45.77583     5  1441     Resolution.Island       <NA>
## 1442 166.5984 -45.78752     5  1442     Resolution.Island       <NA>
## 1443 166.5319 -45.80374     5  1443     Resolution.Island       <NA>
## 1444 166.4861 -45.84155     5  1444     Resolution.Island       <NA>
## 1445 166.4494 -45.88114     5  1445     Resolution.Island       <NA>
## 1446 166.4185 -45.92257     5  1446     Resolution.Island       <NA>
## 1447 166.4740 -45.89197     5  1447     Resolution.Island       <NA>
## 1448 166.4769 -45.88836     5  1448     Resolution.Island       <NA>
## 1450 175.0999 -36.19627     6  1450 Little.Barrier.Island       <NA>
## 1451 175.0638 -36.23225     6  1451 Little.Barrier.Island       <NA>
## 1452 175.1051 -36.26462     6  1452 Little.Barrier.Island       <NA>
## 1453 175.1228 -36.21787     6  1453 Little.Barrier.Island       <NA>
## 1454 175.0999 -36.19627     6  1454 Little.Barrier.Island       <NA>
## 1456 173.9064 -40.84925     7  1456      D'Urville.Island       <NA>
## 1457 173.9391 -40.80422     7  1457      D'Urville.Island       <NA>
## 1458 173.9529 -40.75747     7  1458      D'Urville.Island       <NA>
## 1459 173.9546 -40.70882     7  1459      D'Urville.Island       <NA>
## 1460 173.9242 -40.75025     7  1460      D'Urville.Island       <NA>
## 1461 173.9036 -40.79706     7  1461      D'Urville.Island       <NA>
## 1462 173.8577 -40.76646     7  1462      D'Urville.Island       <NA>
## 1463 173.8085 -40.79522     7  1463      D'Urville.Island       <NA>
## 1464 173.8113 -40.84387     7  1464      D'Urville.Island       <NA>
## 1465 173.7701 -40.88346     7  1465      D'Urville.Island       <NA>
## 1466 173.7752 -40.92844     7  1466      D'Urville.Island       <NA>
## 1467 173.8325 -40.91405     7  1467      D'Urville.Island       <NA>
## 1468 173.8738 -40.87624     7  1468      D'Urville.Island       <NA>
## 1469 173.9064 -40.84925     7  1469      D'Urville.Island       <NA>
## 1471 174.2599 -41.20925     8  1471        Arapawa.Island       <NA>
## 1472 174.1975 -41.22546     8  1472        Arapawa.Island       <NA>
## 1473 174.2531 -41.24884     8  1473        Arapawa.Island       <NA>
## 1474 174.3029 -41.21824     8  1474        Arapawa.Island       <NA>
## 1475 174.3671 -41.20925     8  1475        Arapawa.Island       <NA>
## 1476 174.3831 -41.15882     8  1476        Arapawa.Island       <NA>
## 1477 174.3929 -41.11385     8  1477        Arapawa.Island       <NA>
## 1478 174.3373 -41.13544     8  1478        Arapawa.Island       <NA>
## 1479 174.3407 -41.18764     8  1479        Arapawa.Island       <NA>
## 1480 174.2783 -41.19303     8  1480        Arapawa.Island       <NA>
## 1481 174.2599 -41.20925     8  1481        Arapawa.Island       <NA>
## 1483 175.0094 -36.79655     9  1483        Waiheke.Island       <NA>
## 1484 175.0552 -36.83076     9  1484        Waiheke.Island       <NA>
## 1485 175.0925 -36.86852     9  1485        Waiheke.Island       <NA>
## 1486 175.1492 -36.87757     9  1486        Waiheke.Island       <NA>
## 1487 175.1767 -36.83345     9  1487        Waiheke.Island       <NA>
## 1488 175.2139 -36.79747     9  1488        Waiheke.Island       <NA>
## 1489 175.1486 -36.79472     9  1489        Waiheke.Island       <NA>
## 1490 175.0999 -36.81632     9  1490        Waiheke.Island       <NA>
## 1491 175.0415 -36.80555     9  1491        Waiheke.Island       <NA>
## 1492 175.0094 -36.79655     9  1492        Waiheke.Island       <NA>
## 1494 176.1656 -37.69747    10  1494       Matakana.Island       <NA>
## 1495 176.1307 -37.65966    10  1495       Matakana.Island       <NA>
## 1496 176.0888 -37.62545    10  1496       Matakana.Island       <NA>
## 1497 176.0550 -37.58764    10  1497       Matakana.Island       <NA>
## 1498 176.0172 -37.54804    10  1498       Matakana.Island       <NA>
## 1499 176.0281 -37.59846    10  1499       Matakana.Island       <NA>
## 1500 176.0705 -37.63267    10  1500       Matakana.Island       <NA>
## 1501 176.0860 -37.67765    10  1501       Matakana.Island       <NA>
## 1502 176.1467 -37.69025    10  1502       Matakana.Island       <NA>
## 1503 176.1656 -37.69747    10  1503       Matakana.Island       <NA>
## 1505 166.9702 -45.45182    11  1505      Secretary.Island       <NA>
## 1506 166.9542 -45.40862    11  1506      Secretary.Island       <NA>
## 1507 166.9249 -45.36903    11  1507      Secretary.Island       <NA>
## 1508 166.9381 -45.32045    11  1508      Secretary.Island       <NA>
## 1509 166.8785 -45.35104    11  1509      Secretary.Island       <NA>
## 1510 166.8482 -45.39424    11  1510      Secretary.Island       <NA>
## 1511 166.8826 -45.43383    11  1511      Secretary.Island       <NA>
## 1512 166.9416 -45.45544    11  1512      Secretary.Island       <NA>
## 1513 166.9702 -45.45182    11  1513      Secretary.Island       <NA>
## 1515 166.7336 -45.91626    12  1515           Long.Island       <NA>
## 1516 166.6688 -45.92796    12  1516           Long.Island       <NA>
## 1517 166.6018 -45.94595    12  1517           Long.Island       <NA>
## 1518 166.6723 -45.94417    12  1518           Long.Island       <NA>
## 1519 166.7307 -45.91626    12  1519           Long.Island       <NA>
## 1520 166.7336 -45.91626    12  1520           Long.Island       <NA>
## 1522 174.8891 -36.47615    13  1522          Kawau.Island       <NA>
## 1523 174.8701 -36.42934    13  1523          Kawau.Island       <NA>
## 1524 174.8237 -36.45455    13  1524          Kawau.Island       <NA>
## 1525 174.8828 -36.47432    13  1525          Kawau.Island       <NA>
## 1526 174.8891 -36.47615    13  1526          Kawau.Island       <NA>
## 1528 174.8461 -36.82984    14  1528      Rangitoto.Island       <NA>
## 1529 174.9045 -36.82354    14  1529      Rangitoto.Island       <NA>
## 1530 174.8679 -36.78842    14  1530      Rangitoto.Island       <NA>
## 1531 174.8484 -36.83162    14  1531      Rangitoto.Island       <NA>
## 1532 174.8461 -36.82984    14  1532      Rangitoto.Island       <NA>
## 1534 175.2025 -36.93332    15  1534          Ponui.Island       <NA>
## 1535 175.2076 -36.88387    15  1535          Ponui.Island       <NA>
## 1536 175.1887 -36.92616    15  1536          Ponui.Island       <NA>
## 1537 175.2025 -36.93332    15  1537          Ponui.Island       <NA>
## 1539 174.9166 -36.79999    16  1539       Motutapu.Island       <NA>
## 1540 174.9544 -36.76664    16  1540       Motutapu.Island       <NA>
## 1541 174.9166 -36.73055    16  1541       Motutapu.Island       <NA>
## 1542 174.8919 -36.77082    16  1542       Motutapu.Island       <NA>
## 1543 174.9166 -36.79999    16  1543       Motutapu.Island       <NA>
## 1545 174.9154 -40.84742    17  1545         Kapiti.Island       <NA>
## 1546 174.8765 -40.89246    17  1546         Kapiti.Island       <NA>
## 1547 174.9355 -40.87263    17  1547         Kapiti.Island       <NA>
## 1548 174.9154 -40.84742    17  1548         Kapiti.Island       <NA>
## 1550 173.1163 -41.25697    18  1550         Rabbit.Island       <NA>
## 1551 173.1713 -41.28573    18  1551         Rabbit.Island       <NA>
## 1552 173.1186 -41.25875    18  1552         Rabbit.Island       <NA>
## 1553 173.1163 -41.25697    18  1553         Rabbit.Island       <NA>
## 1555 167.5798 -46.87385    19  1555        Codfish.Island       <NA>
## 1556 167.5965 -46.91705    19  1556        Codfish.Island       <NA>
## 1557 167.6171 -46.87024    19  1557        Codfish.Island       <NA>
## 1558 167.5798 -46.87385    19  1558        Codfish.Island       <NA>
## 1560 168.5052 -46.82704    20  1560        Ruapuke.Island       <NA>
## 1561 168.4576 -46.86485    20  1561        Ruapuke.Island       <NA>
## 1562 168.5195 -46.84686    20  1562        Ruapuke.Island       <NA>
## 1563 168.5052 -46.82704    20  1563        Ruapuke.Island       <NA>
## 1565 166.5800 -46.31315    21  1565           Coal.Island       <NA>
## 1566 166.6282 -46.27895    21  1566           Coal.Island       <NA>
## 1567 166.5754 -46.30954    21  1567           Coal.Island       <NA>
## 1568 166.5800 -46.31315    21  1568           Coal.Island       <NA>
## 1570 166.4580 -45.93695    22  1570         Anchor.Island       <NA>
## 1571 166.5279 -45.93872    22  1571         Anchor.Island       <NA>
## 1572 166.4608 -45.93512    22  1572         Anchor.Island       <NA>
## 1573 166.4580 -45.93695    22  1573         Anchor.Island       <NA>
ggplot(nz, aes(long, lat, group = group)) + geom_polygon(fill = "white", color = "black")

ggplot(nz, aes(long, lat, group = group)) + geom_polygon(fill = "pink", color = "black") + coord_quickmap()

usa<-map_data('usa')
ggplot(usa, aes(long, lat, group = group)) + geom_polygon(fill = "green", color = "black") + coord_quickmap()

Nigerian Map

library(maps)
## 
## Attaching package: 'maps'
## The following object is masked from 'package:purrr':
## 
##     map
library(naijR)
map_ng()

map_ng(lgas())

ss <- states()
numStates <-length(ss)
vv <- sample(LETTERS[1:5], numStates, TRUE)

dd <-data.frame(state = ss, letter = vv)
head(dd)
##       state letter
## 1      Abia      B
## 2   Adamawa      E
## 3 Akwa Ibom      C
## 4   Anambra      C
## 5    Bauchi      A
## 6   Bayelsa      C
map_ng(data=dd)

nn <- runif(numStates, max = 100)
bb <- c(0, 40, 60, 100)

map_ng(
  region = states(),
  x = nn,
  breaks = bb,
  categories = c("Low", "Medium", "High"),
  col = 3L,
  show.text = FALSE
)