class: inverse, left, bottom background-image: url(https://images.unsplash.com/photo-1542204165-65bf26472b9b?auto=format&fit=crop&q=80&w=1548&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D) background-size: cover # .Large[# My featurette] ## .small[featuring [{}]() ...] #### .tiny[Gina Reynolds | 2023-10-25 |Image credit: Denise Jans, Upsplash] ??? Title --- ```r nc <- sf::st_read(system.file("shape/nc.shp", package="sf")) ``` ``` ## Reading layer `nc' from data source ## `/Library/Frameworks/R.framework/Versions/4.2/Resources/library/sf/shape/nc.shp' ## using driver `ESRI Shapefile' ## Simple feature collection with 100 features and 14 fields ## Geometry type: MULTIPOLYGON ## Dimension: XY ## Bounding box: xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965 ## Geodetic CRS: NAD27 ``` --- ```r library(ggplot2) sf::st_read(system.file("shape/nc.shp", package="sf")) |> ggplot() + geom_sf() ``` ``` ## Reading layer `nc' from data source ## `/Library/Frameworks/R.framework/Versions/4.2/Resources/library/sf/shape/nc.shp' ## using driver `ESRI Shapefile' ## Simple feature collection with 100 features and 14 fields ## Geometry type: MULTIPOLYGON ## Dimension: XY ## Bounding box: xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965 ## Geodetic CRS: NAD27 ``` <!-- --> --- ```r layer_data() ``` ``` ## geometry PANEL group xmin xmax ymin ## 1 MULTIPOLYGON (((-81.47276 3... 1 -1 -84.32385 -75.45698 33.88199 ## 2 MULTIPOLYGON (((-81.23989 3... 1 -1 -84.32385 -75.45698 33.88199 ## 3 MULTIPOLYGON (((-80.45634 3... 1 -1 -84.32385 -75.45698 33.88199 ## 4 MULTIPOLYGON (((-76.00897 3... 1 -1 -84.32385 -75.45698 33.88199 ## 5 MULTIPOLYGON (((-77.21767 3... 1 -1 -84.32385 -75.45698 33.88199 ## 6 MULTIPOLYGON (((-76.74506 3... 1 -1 -84.32385 -75.45698 33.88199 ## 7 MULTIPOLYGON (((-76.00897 3... 1 -1 -84.32385 -75.45698 33.88199 ## 8 MULTIPOLYGON (((-76.56251 3... 1 -1 -84.32385 -75.45698 33.88199 ## 9 MULTIPOLYGON (((-78.30876 3... 1 -1 -84.32385 -75.45698 33.88199 ## 10 MULTIPOLYGON (((-80.02567 3... 1 -1 -84.32385 -75.45698 33.88199 ## 11 MULTIPOLYGON (((-79.53051 3... 1 -1 -84.32385 -75.45698 33.88199 ## 12 MULTIPOLYGON (((-79.53051 3... 1 -1 -84.32385 -75.45698 33.88199 ## 13 MULTIPOLYGON (((-78.74912 3... 1 -1 -84.32385 -75.45698 33.88199 ## 14 MULTIPOLYGON (((-78.8068 36... 1 -1 -84.32385 -75.45698 33.88199 ## 15 MULTIPOLYGON (((-78.49252 3... 1 -1 -84.32385 -75.45698 33.88199 ## 16 MULTIPOLYGON (((-77.33221 3... 1 -1 -84.32385 -75.45698 33.88199 ## 17 MULTIPOLYGON (((-76.29893 3... 1 -1 -84.32385 -75.45698 33.88199 ## 18 MULTIPOLYGON (((-81.02057 3... 1 -1 -84.32385 -75.45698 33.88199 ## 19 MULTIPOLYGON (((-81.80622 3... 1 -1 -84.32385 -75.45698 33.88199 ## 20 MULTIPOLYGON (((-76.48053 3... 1 -1 -84.32385 -75.45698 33.88199 ## 21 MULTIPOLYGON (((-76.68874 3... 1 -1 -84.32385 -75.45698 33.88199 ## 22 MULTIPOLYGON (((-81.94135 3... 1 -1 -84.32385 -75.45698 33.88199 ## 23 MULTIPOLYGON (((-80.49554 3... 1 -1 -84.32385 -75.45698 33.88199 ## 24 MULTIPOLYGON (((-78.25455 3... 1 -1 -84.32385 -75.45698 33.88199 ## 25 MULTIPOLYGON (((-80.0381 36... 1 -1 -84.32385 -75.45698 33.88199 ## 26 MULTIPOLYGON (((-79.53782 3... 1 -1 -84.32385 -75.45698 33.88199 ## 27 MULTIPOLYGON (((-79.24619 3... 1 -1 -84.32385 -75.45698 33.88199 ## 28 MULTIPOLYGON (((-76.78307 3... 1 -1 -84.32385 -75.45698 33.88199 ## 29 MULTIPOLYGON (((-79.01814 3... 1 -1 -84.32385 -75.45698 33.88199 ## 30 MULTIPOLYGON (((-79.01814 3... 1 -1 -84.32385 -75.45698 33.88199 ## 31 MULTIPOLYGON (((-78.18693 3... 1 -1 -84.32385 -75.45698 33.88199 ## 32 MULTIPOLYGON (((-82.11885 3... 1 -1 -84.32385 -75.45698 33.88199 ## 33 MULTIPOLYGON (((-77.67122 3... 1 -1 -84.32385 -75.45698 33.88199 ## 34 MULTIPOLYGON (((-81.32813 3... 1 -1 -84.32385 -75.45698 33.88199 ## 35 MULTIPOLYGON (((-82.27921 3... 1 -1 -84.32385 -75.45698 33.88199 ## 36 MULTIPOLYGON (((-77.17846 3... 1 -1 -84.32385 -75.45698 33.88199 ## 37 MULTIPOLYGON (((-78.92107 3... 1 -1 -84.32385 -75.45698 33.88199 ## 38 MULTIPOLYGON (((-82.89597 3... 1 -1 -84.32385 -75.45698 33.88199 ## 39 MULTIPOLYGON (((-80.72652 3... 1 -1 -84.32385 -75.45698 33.88199 ## 40 MULTIPOLYGON (((-80.45677 3... 1 -1 -84.32385 -75.45698 33.88199 ## 41 MULTIPOLYGON (((-81.10889 3... 1 -1 -84.32385 -75.45698 33.88199 ## 42 MULTIPOLYGON (((-80.06441 3... 1 -1 -84.32385 -75.45698 33.88199 ## 43 MULTIPOLYGON (((-81.81628 3... 1 -1 -84.32385 -75.45698 33.88199 ## 44 MULTIPOLYGON (((-76.40843 3... 1 -1 -84.32385 -75.45698 33.88199 ## 45 MULTIPOLYGON (((-76.1673 35... 1 -1 -84.32385 -75.45698 33.88199 ## 46 MULTIPOLYGON (((-81.81628 3... 1 -1 -84.32385 -75.45698 33.88199 ## 47 MULTIPOLYGON (((-79.76499 3... 1 -1 -84.32385 -75.45698 33.88199 ## 48 MULTIPOLYGON (((-79.55536 3... 1 -1 -84.32385 -75.45698 33.88199 ## 49 MULTIPOLYGON (((-78.06533 3... 1 -1 -84.32385 -75.45698 33.88199 ## 50 MULTIPOLYGON (((-80.29824 3... 1 -1 -84.32385 -75.45698 33.88199 ## 51 MULTIPOLYGON (((-77.47388 3... 1 -1 -84.32385 -75.45698 33.88199 ## 52 MULTIPOLYGON (((-80.96143 3... 1 -1 -84.32385 -75.45698 33.88199 ## 53 MULTIPOLYGON (((-82.2581 35... 1 -1 -84.32385 -75.45698 33.88199 ## 54 MULTIPOLYGON (((-78.53874 3... 1 -1 -84.32385 -75.45698 33.88199 ## 55 MULTIPOLYGON (((-82.74389 3... 1 -1 -84.32385 -75.45698 33.88199 ## 56 MULTIPOLYGON (((-75.78317 3... 1 -1 -84.32385 -75.45698 33.88199 ## 57 MULTIPOLYGON (((-77.10377 3... 1 -1 -84.32385 -75.45698 33.88199 ## 58 MULTIPOLYGON (((-83.33182 3... 1 -1 -84.32385 -75.45698 33.88199 ## 59 MULTIPOLYGON (((-77.80518 3... 1 -1 -84.32385 -75.45698 33.88199 ## 60 MULTIPOLYGON (((-79.18244 3... 1 -1 -84.32385 -75.45698 33.88199 ## 61 MULTIPOLYGON (((-81.97144 3... 1 -1 -84.32385 -75.45698 33.88199 ## 62 MULTIPOLYGON (((-78.16319 3... 1 -1 -84.32385 -75.45698 33.88199 ## 63 MULTIPOLYGON (((-78.61274 3... 1 -1 -84.32385 -75.45698 33.88199 ## 64 MULTIPOLYGON (((-81.32282 3... 1 -1 -84.32385 -75.45698 33.88199 ## 65 MULTIPOLYGON (((-80.95677 3... 1 -1 -84.32385 -75.45698 33.88199 ## 66 MULTIPOLYGON (((-83.10629 3... 1 -1 -84.32385 -75.45698 33.88199 ## 67 MULTIPOLYGON (((-79.60747 3... 1 -1 -84.32385 -75.45698 33.88199 ## 68 MULTIPOLYGON (((-81.0493 35... 1 -1 -84.32385 -75.45698 33.88199 ## 69 MULTIPOLYGON (((-80.50294 3... 1 -1 -84.32385 -75.45698 33.88199 ## 70 MULTIPOLYGON (((-80.07141 3... 1 -1 -84.32385 -75.45698 33.88199 ## 71 MULTIPOLYGON (((-80.07141 3... 1 -1 -84.32385 -75.45698 33.88199 ## 72 MULTIPOLYGON (((-82.57003 3... 1 -1 -84.32385 -75.45698 33.88199 ## 73 MULTIPOLYGON (((-83.69563 3... 1 -1 -84.32385 -75.45698 33.88199 ## 74 MULTIPOLYGON (((-77.83658 3... 1 -1 -84.32385 -75.45698 33.88199 ## 75 MULTIPOLYGON (((-82.8877 35... 1 -1 -84.32385 -75.45698 33.88199 ## 76 MULTIPOLYGON (((-81.32282 3... 1 -1 -84.32385 -75.45698 33.88199 ## 77 MULTIPOLYGON (((-82.21017 3... 1 -1 -84.32385 -75.45698 33.88199 ## 78 MULTIPOLYGON (((-83.10629 3... 1 -1 -84.32385 -75.45698 33.88199 ## 79 MULTIPOLYGON (((-78.11377 3... 1 -1 -84.32385 -75.45698 33.88199 ## 80 MULTIPOLYGON (((-76.94324 3... 1 -1 -84.32385 -75.45698 33.88199 ## 81 MULTIPOLYGON (((-84.29104 3... 1 -1 -84.32385 -75.45698 33.88199 ## 82 MULTIPOLYGON (((-78.49929 3... 1 -1 -84.32385 -75.45698 33.88199 ## 83 MULTIPOLYGON (((-77.049 34.... 1 -1 -84.32385 -75.45698 33.88199 ## 84 MULTIPOLYGON (((-80.84016 3... 1 -1 -84.32385 -75.45698 33.88199 ## 85 MULTIPOLYGON (((-79.91995 3... 1 -1 -84.32385 -75.45698 33.88199 ## 86 MULTIPOLYGON (((-79.3403 34... 1 -1 -84.32385 -75.45698 33.88199 ## 87 MULTIPOLYGON (((-76.51894 3... 1 -1 -84.32385 -75.45698 33.88199 ## 88 MULTIPOLYGON (((-77.68983 3... 1 -1 -84.32385 -75.45698 33.88199 ## 89 MULTIPOLYGON (((-79.68596 3... 1 -1 -84.32385 -75.45698 33.88199 ## 90 MULTIPOLYGON (((-83.938 34.... 1 -1 -84.32385 -75.45698 33.88199 ## 91 MULTIPOLYGON (((-76.89761 3... 1 -1 -84.32385 -75.45698 33.88199 ## 92 MULTIPOLYGON (((-79.45597 3... 1 -1 -84.32385 -75.45698 33.88199 ## 93 MULTIPOLYGON (((-77.53864 3... 1 -1 -84.32385 -75.45698 33.88199 ## 94 MULTIPOLYGON (((-78.86451 3... 1 -1 -84.32385 -75.45698 33.88199 ## 95 MULTIPOLYGON (((-77.14896 3... 1 -1 -84.32385 -75.45698 33.88199 ## 96 MULTIPOLYGON (((-78.2615 34... 1 -1 -84.32385 -75.45698 33.88199 ## 97 MULTIPOLYGON (((-78.02592 3... 1 -1 -84.32385 -75.45698 33.88199 ## 98 MULTIPOLYGON (((-78.65572 3... 1 -1 -84.32385 -75.45698 33.88199 ## 99 MULTIPOLYGON (((-77.96073 3... 1 -1 -84.32385 -75.45698 33.88199 ## 100 MULTIPOLYGON (((-78.65572 3... 1 -1 -84.32385 -75.45698 33.88199 ## ymax linetype alpha stroke ## 1 36.58965 1 NA 0.5 ## 2 36.58965 1 NA 0.5 ## 3 36.58965 1 NA 0.5 ## 4 36.58965 1 NA 0.5 ## 5 36.58965 1 NA 0.5 ## 6 36.58965 1 NA 0.5 ## 7 36.58965 1 NA 0.5 ## 8 36.58965 1 NA 0.5 ## 9 36.58965 1 NA 0.5 ## 10 36.58965 1 NA 0.5 ## 11 36.58965 1 NA 0.5 ## 12 36.58965 1 NA 0.5 ## 13 36.58965 1 NA 0.5 ## 14 36.58965 1 NA 0.5 ## 15 36.58965 1 NA 0.5 ## 16 36.58965 1 NA 0.5 ## 17 36.58965 1 NA 0.5 ## 18 36.58965 1 NA 0.5 ## 19 36.58965 1 NA 0.5 ## 20 36.58965 1 NA 0.5 ## 21 36.58965 1 NA 0.5 ## 22 36.58965 1 NA 0.5 ## 23 36.58965 1 NA 0.5 ## 24 36.58965 1 NA 0.5 ## 25 36.58965 1 NA 0.5 ## 26 36.58965 1 NA 0.5 ## 27 36.58965 1 NA 0.5 ## 28 36.58965 1 NA 0.5 ## 29 36.58965 1 NA 0.5 ## 30 36.58965 1 NA 0.5 ## 31 36.58965 1 NA 0.5 ## 32 36.58965 1 NA 0.5 ## 33 36.58965 1 NA 0.5 ## 34 36.58965 1 NA 0.5 ## 35 36.58965 1 NA 0.5 ## 36 36.58965 1 NA 0.5 ## 37 36.58965 1 NA 0.5 ## 38 36.58965 1 NA 0.5 ## 39 36.58965 1 NA 0.5 ## 40 36.58965 1 NA 0.5 ## 41 36.58965 1 NA 0.5 ## 42 36.58965 1 NA 0.5 ## 43 36.58965 1 NA 0.5 ## 44 36.58965 1 NA 0.5 ## 45 36.58965 1 NA 0.5 ## 46 36.58965 1 NA 0.5 ## 47 36.58965 1 NA 0.5 ## 48 36.58965 1 NA 0.5 ## 49 36.58965 1 NA 0.5 ## 50 36.58965 1 NA 0.5 ## 51 36.58965 1 NA 0.5 ## 52 36.58965 1 NA 0.5 ## 53 36.58965 1 NA 0.5 ## 54 36.58965 1 NA 0.5 ## 55 36.58965 1 NA 0.5 ## 56 36.58965 1 NA 0.5 ## 57 36.58965 1 NA 0.5 ## 58 36.58965 1 NA 0.5 ## 59 36.58965 1 NA 0.5 ## 60 36.58965 1 NA 0.5 ## 61 36.58965 1 NA 0.5 ## 62 36.58965 1 NA 0.5 ## 63 36.58965 1 NA 0.5 ## 64 36.58965 1 NA 0.5 ## 65 36.58965 1 NA 0.5 ## 66 36.58965 1 NA 0.5 ## 67 36.58965 1 NA 0.5 ## 68 36.58965 1 NA 0.5 ## 69 36.58965 1 NA 0.5 ## 70 36.58965 1 NA 0.5 ## 71 36.58965 1 NA 0.5 ## 72 36.58965 1 NA 0.5 ## 73 36.58965 1 NA 0.5 ## 74 36.58965 1 NA 0.5 ## 75 36.58965 1 NA 0.5 ## 76 36.58965 1 NA 0.5 ## 77 36.58965 1 NA 0.5 ## 78 36.58965 1 NA 0.5 ## 79 36.58965 1 NA 0.5 ## 80 36.58965 1 NA 0.5 ## 81 36.58965 1 NA 0.5 ## 82 36.58965 1 NA 0.5 ## 83 36.58965 1 NA 0.5 ## 84 36.58965 1 NA 0.5 ## 85 36.58965 1 NA 0.5 ## 86 36.58965 1 NA 0.5 ## 87 36.58965 1 NA 0.5 ## 88 36.58965 1 NA 0.5 ## 89 36.58965 1 NA 0.5 ## 90 36.58965 1 NA 0.5 ## 91 36.58965 1 NA 0.5 ## 92 36.58965 1 NA 0.5 ## 93 36.58965 1 NA 0.5 ## 94 36.58965 1 NA 0.5 ## 95 36.58965 1 NA 0.5 ## 96 36.58965 1 NA 0.5 ## 97 36.58965 1 NA 0.5 ## 98 36.58965 1 NA 0.5 ## 99 36.58965 1 NA 0.5 ## 100 36.58965 1 NA 0.5 ``` --- count: false .panel1-feature-auto[ ```r *nc ``` ] .panel2-feature-auto[ ``` ## Simple feature collection with 100 features and 14 fields ## Geometry type: MULTIPOLYGON ## Dimension: XY ## Bounding box: xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965 ## Geodetic CRS: NAD27 ## First 10 features: ## AREA PERIMETER CNTY_ CNTY_ID NAME FIPS FIPSNO CRESS_ID BIR74 SID74 ## 1 0.114 1.442 1825 1825 Ashe 37009 37009 5 1091 1 ## 2 0.061 1.231 1827 1827 Alleghany 37005 37005 3 487 0 ## 3 0.143 1.630 1828 1828 Surry 37171 37171 86 3188 5 ## 4 0.070 2.968 1831 1831 Currituck 37053 37053 27 508 1 ## 5 0.153 2.206 1832 1832 Northampton 37131 37131 66 1421 9 ## 6 0.097 1.670 1833 1833 Hertford 37091 37091 46 1452 7 ## 7 0.062 1.547 1834 1834 Camden 37029 37029 15 286 0 ## 8 0.091 1.284 1835 1835 Gates 37073 37073 37 420 0 ## 9 0.118 1.421 1836 1836 Warren 37185 37185 93 968 4 ## 10 0.124 1.428 1837 1837 Stokes 37169 37169 85 1612 1 ## NWBIR74 BIR79 SID79 NWBIR79 geometry ## 1 10 1364 0 19 MULTIPOLYGON (((-81.47276 3... ## 2 10 542 3 12 MULTIPOLYGON (((-81.23989 3... ## 3 208 3616 6 260 MULTIPOLYGON (((-80.45634 3... ## 4 123 830 2 145 MULTIPOLYGON (((-76.00897 3... ## 5 1066 1606 3 1197 MULTIPOLYGON (((-77.21767 3... ## 6 954 1838 5 1237 MULTIPOLYGON (((-76.74506 3... ## 7 115 350 2 139 MULTIPOLYGON (((-76.00897 3... ## 8 254 594 2 371 MULTIPOLYGON (((-76.56251 3... ## 9 748 1190 2 844 MULTIPOLYGON (((-78.30876 3... ## 10 160 2038 5 176 MULTIPOLYGON (((-80.02567 3... ``` ] --- count: false .panel1-feature-auto[ ```r nc |> * ggnc::create_geometries_reference( * id_cols = c(NAME, FIPS)) ``` ] .panel2-feature-auto[ ``` ## NAME FIPS xmin ymin xmax ymax ## 1 Ashe 37009 -81.74107 36.23436 -81.23989 36.58965 ## 2 Alleghany 37005 -81.34754 36.36536 -80.90344 36.57286 ## 3 Surry 37171 -80.96577 36.23388 -80.43531 36.56521 ## 4 Currituck 37053 -76.33025 36.07282 -75.77316 36.55716 ## 5 Northampton 37131 -77.90121 36.16277 -77.07531 36.55629 ## 6 Hertford 37091 -77.21767 36.23024 -76.70750 36.55629 ## 7 Camden 37029 -76.56358 36.16973 -75.95718 36.55606 ## 8 Gates 37073 -76.95367 36.29452 -76.46035 36.55525 ## 9 Warren 37185 -78.32125 36.19595 -77.89886 36.55294 ## 10 Stokes 37169 -80.45301 36.25023 -80.02406 36.55104 ## 11 Caswell 37033 -79.53051 36.23367 -79.14433 36.54978 ## 12 Rockingham 37157 -80.02567 36.23616 -79.51030 36.54789 ## 13 Granville 37077 -78.81036 36.01413 -78.45881 36.54607 ## 14 Person 37145 -79.15927 36.23158 -78.79670 36.54606 ## 15 Vance 37181 -78.51709 36.16217 -78.28293 36.54553 ## 16 Halifax 37083 -78.00629 35.99472 -77.24104 36.50989 ## 17 Pasquotank 37139 -76.50246 36.14769 -76.11271 36.50390 ## 18 Wilkes 37193 -81.54610 35.98933 -80.87086 36.43115 ## 19 Watauga 37189 -81.91116 36.10456 -81.45081 36.39178 ## 20 Perquimans 37143 -76.59449 36.07979 -76.27551 36.37390 ## 21 Chowan 37041 -76.72651 36.00717 -76.42043 36.34057 ## 22 Avery 37011 -82.07776 35.90564 -81.73227 36.29075 ## 23 Yadkin 37197 -80.87741 36.04327 -80.44081 36.27843 ## 24 Franklin 37069 -78.54803 35.81553 -78.00629 36.26004 ## 25 Forsyth 37067 -80.50825 35.96793 -80.02567 36.25709 ## 26 Guilford 37081 -80.04260 35.89097 -79.53058 36.25023 ## 27 Alamance 37001 -79.54099 35.83699 -79.23799 36.24614 ## 28 Bertie 37015 -77.33221 35.81418 -76.69376 36.24098 ## 29 Orange 37135 -79.27082 35.85394 -78.95108 36.23569 ## 30 Durham 37063 -79.01814 35.85786 -78.70415 36.23384 ## 31 Nash 37127 -78.25455 35.72511 -77.70051 36.19595 ## 32 Mitchell 37121 -82.40842 35.81848 -81.98335 36.14701 ## 33 Edgecombe 37065 -77.83015 35.67027 -77.34237 36.14660 ## 34 Caldwell 37027 -81.80622 35.75003 -81.32187 36.11759 ## 35 Yancey 37199 -82.50694 35.69756 -82.11885 36.07851 ## 36 Martin 37117 -77.40531 35.65013 -76.78307 36.06798 ## 37 Wake 37183 -78.99881 35.51994 -78.25455 36.06665 ## 38 Madison 37115 -82.96275 35.67356 -82.40582 36.05434 ## 39 Iredell 37097 -81.10889 35.50681 -80.68958 36.05335 ## 40 Davie 37059 -80.70597 35.74580 -80.36171 36.05019 ## 41 Alexander 37003 -81.33957 35.77190 -80.99535 36.03493 ## 42 Davidson 37057 -80.47942 35.50512 -80.03810 36.02155 ## 43 Burke 37023 -81.98560 35.55330 -81.37666 35.99465 ## 44 Washington 37187 -76.83831 35.69912 -76.35819 35.97747 ## 45 Tyrrell 37177 -76.40870 35.59467 -76.02605 35.97688 ## 46 McDowell 37111 -82.29067 35.51900 -81.81628 35.95498 ## 47 Randolph 37151 -80.06441 35.50570 -79.53782 35.91681 ## 48 Chatham 37037 -79.55536 35.51024 -78.90572 35.86815 ## 49 Wilson 37195 -78.18693 35.57426 -77.67122 35.85450 ## 50 Rowan 37159 -80.76612 35.49490 -80.18191 35.85166 ## 51 Pitt 37147 -77.69833 35.32355 -77.10377 35.82842 ## 52 Catawba 37035 -81.52364 35.54356 -80.93127 35.82332 ## 53 Buncombe 37021 -82.88111 35.41803 -82.17071 35.81640 ## 54 Johnston 37101 -78.70897 35.24908 -78.06533 35.81553 ## 55 Haywood 37087 -83.25912 35.29077 -82.74389 35.79185 ## 56 Dare 37055 -76.02121 35.18983 -75.45698 36.22926 ## 57 Beaufort 37013 -77.19552 35.21717 -76.49254 35.73678 ## 58 Swain 37173 -83.95470 35.27222 -83.15702 35.69101 ## 59 Greene 37079 -77.83058 35.33967 -77.47388 35.65400 ## 60 Lee 37105 -79.36249 35.30454 -78.97449 35.62461 ## 61 Rutherford 37161 -82.27872 35.18247 -81.68432 35.60171 ## 62 Wayne 37191 -78.31013 35.14418 -77.80411 35.59467 ## 63 Harnett 37085 -79.21665 35.18996 -78.53874 35.57886 ## 64 Cleveland 37045 -81.76536 35.16285 -81.31142 35.56544 ## 65 Lincoln 37109 -81.52364 35.39745 -80.94220 35.56126 ## 66 Jackson 37099 -83.36472 35.00028 -82.91911 35.51345 ## 67 Moore 37125 -79.76499 35.03736 -79.09589 35.51305 ## 68 Mecklenburg 37119 -81.06555 35.00202 -80.53964 35.50912 ## 69 Cabarrus 37025 -80.77623 35.18691 -80.29824 35.50757 ## 70 Montgomery 37123 -80.18191 35.13658 -79.60747 35.50594 ## 71 Stanly 37167 -80.50294 35.14973 -80.05075 35.50512 ## 72 Henderson 37089 -82.74389 35.14949 -82.25810 35.49516 ## 73 Graham 37075 -84.03086 35.21538 -83.58038 35.46203 ## 74 Lenoir 37107 -77.83658 35.00084 -77.38616 35.42153 ## 75 Transylvania 37175 -83.05209 35.02420 -82.57003 35.41803 ## 76 Gaston 37071 -81.44508 35.14903 -80.92628 35.41337 ## 77 Polk 37149 -82.35803 35.18419 -81.96452 35.39710 ## 78 Macon 37113 -83.73952 34.99202 -83.10629 35.31934 ## 79 Sampson 37163 -78.66641 34.55375 -78.11374 35.31512 ## 80 Pamlico 37137 -76.98989 34.98222 -76.50713 35.31208 ## 81 Cherokee 37039 -84.32385 34.98822 -83.69563 35.29252 ## 82 Cumberland 37051 -79.10684 34.82742 -78.49929 35.25998 ## 83 Jones 37103 -77.73193 34.77452 -77.04900 35.23970 ## 84 Union 37179 -80.84016 34.81476 -80.27512 35.20582 ## 85 Anson 37007 -80.32528 34.80792 -79.85371 35.20452 ## 86 Hoke 37093 -79.45536 34.83188 -79.03361 35.20321 ## 87 Hyde 37095 -76.63382 35.06944 -75.76370 35.70300 ## 88 Duplin 37061 -78.19545 34.71101 -77.65527 35.18648 ## 89 Richmond 37153 -80.06518 34.80526 -79.45536 35.17380 ## 90 Clay 37043 -83.98855 34.98907 -83.51301 35.14806 ## 91 Craven 37049 -77.47410 34.83043 -76.62562 35.42295 ## 92 Scotland 37165 -79.68596 34.63409 -79.32797 35.03736 ## 93 Onslow 37133 -77.68983 34.45701 -77.12939 34.98402 ## 94 Robeson 37155 -79.45597 34.30457 -78.80332 34.95382 ## 95 Carteret 37031 -77.16426 34.58783 -76.28770 35.01666 ## 96 Bladen 37017 -78.89626 34.36442 -78.16968 34.85511 ## 97 Pender 37141 -78.26241 34.30505 -77.53864 34.72893 ## 98 Columbus 37047 -79.07450 33.94867 -78.15479 34.47720 ## 99 New Hanover 37129 -78.02592 34.06203 -77.75053 34.38797 ## 100 Brunswick 37019 -78.65572 33.88199 -77.95853 34.36412 ## geometry ## 1 MULTIPOLYGON (((-81.47276 3... ## 2 MULTIPOLYGON (((-81.23989 3... ## 3 MULTIPOLYGON (((-80.45634 3... ## 4 MULTIPOLYGON (((-76.00897 3... ## 5 MULTIPOLYGON (((-77.21767 3... ## 6 MULTIPOLYGON (((-76.74506 3... ## 7 MULTIPOLYGON (((-76.00897 3... ## 8 MULTIPOLYGON (((-76.56251 3... ## 9 MULTIPOLYGON (((-78.30876 3... ## 10 MULTIPOLYGON (((-80.02567 3... ## 11 MULTIPOLYGON (((-79.53051 3... ## 12 MULTIPOLYGON (((-79.53051 3... ## 13 MULTIPOLYGON (((-78.74912 3... ## 14 MULTIPOLYGON (((-78.8068 36... ## 15 MULTIPOLYGON (((-78.49252 3... ## 16 MULTIPOLYGON (((-77.33221 3... ## 17 MULTIPOLYGON (((-76.29893 3... ## 18 MULTIPOLYGON (((-81.02057 3... ## 19 MULTIPOLYGON (((-81.80622 3... ## 20 MULTIPOLYGON (((-76.48053 3... ## 21 MULTIPOLYGON (((-76.68874 3... ## 22 MULTIPOLYGON (((-81.94135 3... ## 23 MULTIPOLYGON (((-80.49554 3... ## 24 MULTIPOLYGON (((-78.25455 3... ## 25 MULTIPOLYGON (((-80.0381 36... ## 26 MULTIPOLYGON (((-79.53782 3... ## 27 MULTIPOLYGON (((-79.24619 3... ## 28 MULTIPOLYGON (((-76.78307 3... ## 29 MULTIPOLYGON (((-79.01814 3... ## 30 MULTIPOLYGON (((-79.01814 3... ## 31 MULTIPOLYGON (((-78.18693 3... ## 32 MULTIPOLYGON (((-82.11885 3... ## 33 MULTIPOLYGON (((-77.67122 3... ## 34 MULTIPOLYGON (((-81.32813 3... ## 35 MULTIPOLYGON (((-82.27921 3... ## 36 MULTIPOLYGON (((-77.17846 3... ## 37 MULTIPOLYGON (((-78.92107 3... ## 38 MULTIPOLYGON (((-82.89597 3... ## 39 MULTIPOLYGON (((-80.72652 3... ## 40 MULTIPOLYGON (((-80.45677 3... ## 41 MULTIPOLYGON (((-81.10889 3... ## 42 MULTIPOLYGON (((-80.06441 3... ## 43 MULTIPOLYGON (((-81.81628 3... ## 44 MULTIPOLYGON (((-76.40843 3... ## 45 MULTIPOLYGON (((-76.1673 35... ## 46 MULTIPOLYGON (((-81.81628 3... ## 47 MULTIPOLYGON (((-79.76499 3... ## 48 MULTIPOLYGON (((-79.55536 3... ## 49 MULTIPOLYGON (((-78.06533 3... ## 50 MULTIPOLYGON (((-80.29824 3... ## 51 MULTIPOLYGON (((-77.47388 3... ## 52 MULTIPOLYGON (((-80.96143 3... ## 53 MULTIPOLYGON (((-82.2581 35... ## 54 MULTIPOLYGON (((-78.53874 3... ## 55 MULTIPOLYGON (((-82.74389 3... ## 56 MULTIPOLYGON (((-75.78317 3... ## 57 MULTIPOLYGON (((-77.10377 3... ## 58 MULTIPOLYGON (((-83.33182 3... ## 59 MULTIPOLYGON (((-77.80518 3... ## 60 MULTIPOLYGON (((-79.18244 3... ## 61 MULTIPOLYGON (((-81.97144 3... ## 62 MULTIPOLYGON (((-78.16319 3... ## 63 MULTIPOLYGON (((-78.61274 3... ## 64 MULTIPOLYGON (((-81.32282 3... ## 65 MULTIPOLYGON (((-80.95677 3... ## 66 MULTIPOLYGON (((-83.10629 3... ## 67 MULTIPOLYGON (((-79.60747 3... ## 68 MULTIPOLYGON (((-81.0493 35... ## 69 MULTIPOLYGON (((-80.50294 3... ## 70 MULTIPOLYGON (((-80.07141 3... ## 71 MULTIPOLYGON (((-80.07141 3... ## 72 MULTIPOLYGON (((-82.57003 3... ## 73 MULTIPOLYGON (((-83.69563 3... ## 74 MULTIPOLYGON (((-77.83658 3... ## 75 MULTIPOLYGON (((-82.8877 35... ## 76 MULTIPOLYGON (((-81.32282 3... ## 77 MULTIPOLYGON (((-82.21017 3... ## 78 MULTIPOLYGON (((-83.10629 3... ## 79 MULTIPOLYGON (((-78.11377 3... ## 80 MULTIPOLYGON (((-76.94324 3... ## 81 MULTIPOLYGON (((-84.29104 3... ## 82 MULTIPOLYGON (((-78.49929 3... ## 83 MULTIPOLYGON (((-77.049 34.... ## 84 MULTIPOLYGON (((-80.84016 3... ## 85 MULTIPOLYGON (((-79.91995 3... ## 86 MULTIPOLYGON (((-79.3403 34... ## 87 MULTIPOLYGON (((-76.51894 3... ## 88 MULTIPOLYGON (((-77.68983 3... ## 89 MULTIPOLYGON (((-79.68596 3... ## 90 MULTIPOLYGON (((-83.938 34.... ## 91 MULTIPOLYGON (((-76.89761 3... ## 92 MULTIPOLYGON (((-79.45597 3... ## 93 MULTIPOLYGON (((-77.53864 3... ## 94 MULTIPOLYGON (((-78.86451 3... ## 95 MULTIPOLYGON (((-77.14896 3... ## 96 MULTIPOLYGON (((-78.2615 34... ## 97 MULTIPOLYGON (((-78.02592 3... ## 98 MULTIPOLYGON (((-78.65572 3... ## 99 MULTIPOLYGON (((-77.96073 3... ## 100 MULTIPOLYGON (((-78.65572 3... ``` ] --- count: false .panel1-feature-auto[ ```r nc |> ggnc::create_geometries_reference( id_cols = c(NAME, FIPS)) -> *a_data_frame_ill_use_later ``` ] .panel2-feature-auto[ ] <style> .panel1-feature-auto { color: black; width: 49%; hight: 32%; float: left; padding-left: 1%; font-size: 80% } .panel2-feature-auto { color: black; width: 49%; hight: 32%; float: left; padding-left: 1%; font-size: 80% } .panel3-feature-auto { color: black; width: NA%; hight: 33%; float: left; padding-left: 1%; font-size: 80% } </style> --- --- ```r ggnc::create_geometries_reference ``` ``` ## function(sfdata = nc, ## id_cols = c(NAME, FIPS), ## geometry = geometry){ ## ## sfdata %>% ## add_row_bounding_box() %>% ## dplyr::select({{id_cols}}, xmin, ymin, xmax, ymax, geometry) ## ## } ## <bytecode: 0x7f93fc340008> ## <environment: namespace:ggnc> ``` ```r ggnc::add_row_bounding_box ``` ``` ## function(data = nc){ ## ## for (i in 1:nrow(data)){ ## ## if(i == 1){df <- data[i,] %>% sf::st_bbox() %>% bbox_to_df() }else{ ## ## dplyr::bind_rows(df, ## data[i,] %>% sf::st_bbox() %>% bbox_to_df()) -> ## df ## } ## ## df ## ## } ## ## dplyr::bind_cols(df, data) ## ## } ## <bytecode: 0x7f93fc34c008> ## <environment: namespace:ggnc> ``` ```r nc[1,] |> sf::st_bbox() ``` ``` ## xmin ymin xmax ymax ## -81.74107 36.23436 -81.23989 36.58965 ``` --- count: false .panel1-feature2-auto[ ```r *st_bbox_df <- function(x){ * data.frame(xmin = sf::st_bbox(x)[1], * xmax = sf::st_bbox(x)[2], * ymin = sf::st_bbox(x)[3], * ymax = sf::st_bbox(x)[4]) *} ``` ] .panel2-feature2-auto[ ] --- count: false .panel1-feature2-auto[ ```r st_bbox_df <- function(x){ data.frame(xmin = sf::st_bbox(x)[1], xmax = sf::st_bbox(x)[2], ymin = sf::st_bbox(x)[3], ymax = sf::st_bbox(x)[4]) } *library(tidyverse) ``` ] .panel2-feature2-auto[ ] --- count: false .panel1-feature2-auto[ ```r st_bbox_df <- function(x){ data.frame(xmin = sf::st_bbox(x)[1], xmax = sf::st_bbox(x)[2], ymin = sf::st_bbox(x)[3], ymax = sf::st_bbox(x)[4]) } library(tidyverse) *nc ``` ] .panel2-feature2-auto[ ``` ## Simple feature collection with 100 features and 14 fields ## Geometry type: MULTIPOLYGON ## Dimension: XY ## Bounding box: xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965 ## Geodetic CRS: NAD27 ## First 10 features: ## AREA PERIMETER CNTY_ CNTY_ID NAME FIPS FIPSNO CRESS_ID BIR74 SID74 ## 1 0.114 1.442 1825 1825 Ashe 37009 37009 5 1091 1 ## 2 0.061 1.231 1827 1827 Alleghany 37005 37005 3 487 0 ## 3 0.143 1.630 1828 1828 Surry 37171 37171 86 3188 5 ## 4 0.070 2.968 1831 1831 Currituck 37053 37053 27 508 1 ## 5 0.153 2.206 1832 1832 Northampton 37131 37131 66 1421 9 ## 6 0.097 1.670 1833 1833 Hertford 37091 37091 46 1452 7 ## 7 0.062 1.547 1834 1834 Camden 37029 37029 15 286 0 ## 8 0.091 1.284 1835 1835 Gates 37073 37073 37 420 0 ## 9 0.118 1.421 1836 1836 Warren 37185 37185 93 968 4 ## 10 0.124 1.428 1837 1837 Stokes 37169 37169 85 1612 1 ## NWBIR74 BIR79 SID79 NWBIR79 geometry ## 1 10 1364 0 19 MULTIPOLYGON (((-81.47276 3... ## 2 10 542 3 12 MULTIPOLYGON (((-81.23989 3... ## 3 208 3616 6 260 MULTIPOLYGON (((-80.45634 3... ## 4 123 830 2 145 MULTIPOLYGON (((-76.00897 3... ## 5 1066 1606 3 1197 MULTIPOLYGON (((-77.21767 3... ## 6 954 1838 5 1237 MULTIPOLYGON (((-76.74506 3... ## 7 115 350 2 139 MULTIPOLYGON (((-76.00897 3... ## 8 254 594 2 371 MULTIPOLYGON (((-76.56251 3... ## 9 748 1190 2 844 MULTIPOLYGON (((-78.30876 3... ## 10 160 2038 5 176 MULTIPOLYGON (((-80.02567 3... ``` ] --- count: false .panel1-feature2-auto[ ```r st_bbox_df <- function(x){ data.frame(xmin = sf::st_bbox(x)[1], xmax = sf::st_bbox(x)[2], ymin = sf::st_bbox(x)[3], ymax = sf::st_bbox(x)[4]) } library(tidyverse) nc |> * dplyr::select(geometry) ``` ] .panel2-feature2-auto[ ``` ## Simple feature collection with 100 features and 0 fields ## Geometry type: MULTIPOLYGON ## Dimension: XY ## Bounding box: xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965 ## Geodetic CRS: NAD27 ## First 10 features: ## geometry ## 1 MULTIPOLYGON (((-81.47276 3... ## 2 MULTIPOLYGON (((-81.23989 3... ## 3 MULTIPOLYGON (((-80.45634 3... ## 4 MULTIPOLYGON (((-76.00897 3... ## 5 MULTIPOLYGON (((-77.21767 3... ## 6 MULTIPOLYGON (((-76.74506 3... ## 7 MULTIPOLYGON (((-76.00897 3... ## 8 MULTIPOLYGON (((-76.56251 3... ## 9 MULTIPOLYGON (((-78.30876 3... ## 10 MULTIPOLYGON (((-80.02567 3... ``` ] --- count: false .panel1-feature2-auto[ ```r st_bbox_df <- function(x){ data.frame(xmin = sf::st_bbox(x)[1], xmax = sf::st_bbox(x)[2], ymin = sf::st_bbox(x)[3], ymax = sf::st_bbox(x)[4]) } library(tidyverse) nc |> dplyr::select(geometry) |> * dplyr::mutate(bb = * purrr::map(geometry, st_bbox_df)) ``` ] .panel2-feature2-auto[ ``` ## Simple feature collection with 100 features and 1 field ## Geometry type: MULTIPOLYGON ## Dimension: XY ## Bounding box: xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965 ## Geodetic CRS: NAD27 ## First 10 features: ## geometry bb ## 1 MULTIPOLYGON (((-81.47276 3... -81.74107, 36.23436, -81.23989, 36.58965 ## 2 MULTIPOLYGON (((-81.23989 3... -81.34754, 36.36536, -80.90344, 36.57286 ## 3 MULTIPOLYGON (((-80.45634 3... -80.96577, 36.23388, -80.43531, 36.56521 ## 4 MULTIPOLYGON (((-76.00897 3... -76.33025, 36.07282, -75.77316, 36.55716 ## 5 MULTIPOLYGON (((-77.21767 3... -77.90121, 36.16277, -77.07531, 36.55629 ## 6 MULTIPOLYGON (((-76.74506 3... -77.21767, 36.23024, -76.70750, 36.55629 ## 7 MULTIPOLYGON (((-76.00897 3... -76.56358, 36.16973, -75.95718, 36.55606 ## 8 MULTIPOLYGON (((-76.56251 3... -76.95367, 36.29452, -76.46035, 36.55525 ## 9 MULTIPOLYGON (((-78.30876 3... -78.32125, 36.19595, -77.89886, 36.55294 ## 10 MULTIPOLYGON (((-80.02567 3... -80.45301, 36.25023, -80.02406, 36.55104 ``` ] --- count: false .panel1-feature2-auto[ ```r st_bbox_df <- function(x){ data.frame(xmin = sf::st_bbox(x)[1], xmax = sf::st_bbox(x)[2], ymin = sf::st_bbox(x)[3], ymax = sf::st_bbox(x)[4]) } library(tidyverse) nc |> dplyr::select(geometry) |> dplyr::mutate(bb = purrr::map(geometry, st_bbox_df)) |> * unnest() ``` ] .panel2-feature2-auto[ ``` ## Simple feature collection with 100 features and 4 fields ## Geometry type: MULTIPOLYGON ## Dimension: XY ## Bounding box: xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965 ## Geodetic CRS: NAD27 ## # A tibble: 100 × 5 ## geometry xmin xmax ymin ymax ## <MULTIPOLYGON [°]> <dbl> <dbl> <dbl> <dbl> ## 1 (((-81.47276 36.23436, -81.54084 36.27251, -81.56198… -81.7 36.2 -81.2 36.6 ## 2 (((-81.23989 36.36536, -81.24069 36.37942, -81.26284… -81.3 36.4 -80.9 36.6 ## 3 (((-80.45634 36.24256, -80.47639 36.25473, -80.53688… -81.0 36.2 -80.4 36.6 ## 4 (((-76.00897 36.3196, -76.01735 36.33773, -76.03288 … -76.3 36.1 -75.8 36.6 ## 5 (((-77.21767 36.24098, -77.23461 36.2146, -77.29861 … -77.9 36.2 -77.1 36.6 ## 6 (((-76.74506 36.23392, -76.98069 36.23024, -76.99475… -77.2 36.2 -76.7 36.6 ## 7 (((-76.00897 36.3196, -75.95718 36.19377, -75.98134 … -76.6 36.2 -76.0 36.6 ## 8 (((-76.56251 36.34057, -76.60424 36.31498, -76.64822… -77.0 36.3 -76.5 36.6 ## 9 (((-78.30876 36.26004, -78.28293 36.29188, -78.32125… -78.3 36.2 -77.9 36.6 ## 10 (((-80.02567 36.25023, -80.45301 36.25709, -80.43531… -80.5 36.3 -80.0 36.6 ## # ℹ 90 more rows ``` ] <style> .panel1-feature2-auto { color: black; width: 49%; hight: 32%; float: left; padding-left: 1%; font-size: 80% } .panel2-feature2-auto { color: black; width: 49%; hight: 32%; float: left; padding-left: 1%; font-size: 80% } .panel3-feature2-auto { color: black; width: NA%; hight: 33%; float: left; padding-left: 1%; font-size: 80% } </style> --- ### Check out more featurettes - https://EvaMaeRey.github.io/featurette <style type="text/css"> .remark-code{line-height: 1.5; font-size: 100%} @media print { .has-continuation { display: block; } } </style>