class: center, middle, inverse, title-slide # Working with Geospatial Data ## Leaflet ### Ben Baumer ### SDS 192</br>April 8th 2020</br>(<a href="http://beanumber.github.io/sds192/lectures/mdsr_geo_03-leaflet.html" class="uri">http://beanumber.github.io/sds192/lectures/mdsr_geo_03-leaflet.html</a>) --- class: center, middle, inverse # `leaflet` --- ## Leaflet .center[] an open-source **JavaScript** library for mobile-friendly interactive maps .footnote[http://leafletjs.com] --- ## Leaflet...for R .footnote[http://rstudio.github.io/leaflet/] - one of many [`htmlwidgets`](http://www.htmlwidgets.org/showcase_leaflet.html) - `leaflet` - `Plotly` - `dygraphs` - `DataTables` - `rglwidget` - provides R interface to JavaScript [D3.js libraries](https://en.wikipedia.org/wiki/D3.js) --- ## Simple example .pull-left[ ```r library(leaflet) m <- leaflet() %>% addTiles() %>% addMarkers( lng = -72.638139, lat = 42.318119, popup = "Smith College" ) ``` ] .pull-right[ ```r m ``` <div id="htmlwidget-7a579c9a3763454e5ab5" style="width:504px;height:360px;" class="leaflet html-widget"></div> <script type="application/json" data-for="htmlwidget-7a579c9a3763454e5ab5">{"x":{"options":{"crs":{"crsClass":"L.CRS.EPSG3857","code":null,"proj4def":null,"projectedBounds":null,"options":{}}},"calls":[{"method":"addTiles","args":["//{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",null,null,{"minZoom":0,"maxZoom":18,"tileSize":256,"subdomains":"abc","errorTileUrl":"","tms":false,"noWrap":false,"zoomOffset":0,"zoomReverse":false,"opacity":1,"zIndex":1,"detectRetina":false,"attribution":"© <a href=\"http://openstreetmap.org\">OpenStreetMap<\/a> contributors, <a href=\"http://creativecommons.org/licenses/by-sa/2.0/\">CC-BY-SA<\/a>"}]},{"method":"addMarkers","args":[42.318119,-72.638139,null,null,null,{"interactive":true,"draggable":false,"keyboard":true,"title":"","alt":"","zIndexOffset":0,"opacity":1,"riseOnHover":false,"riseOffset":250},"Smith College",null,null,null,null,{"interactive":false,"permanent":false,"direction":"auto","opacity":1,"offset":[0,0],"textsize":"10px","textOnly":false,"className":"","sticky":true},null]}],"limits":{"lat":[42.318119,42.318119],"lng":[-72.638139,-72.638139]}},"evals":[],"jsHooks":[]}</script> ] --- ## Leaflet supports `sf` ```r library(sf) ``` ``` ## Linking to GEOS 3.6.2, GDAL 2.2.3, PROJ 4.9.3 ``` ```r nc <- system.file("shape/nc.shp", package = "sf") %>% st_read() ``` ``` ## Reading layer `nc' from data source `/home/bbaumer/R/x86_64-pc-linux-gnu-library/3.6/sf/shape/nc.shp' using driver `ESRI Shapefile' ## Simple feature collection with 100 features and 14 fields ## geometry type: MULTIPOLYGON ## dimension: XY ## bbox: xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965 ## CRS: 4267 ``` ```r class(nc) ``` ``` ## [1] "sf" "data.frame" ``` --- ## Plotting `sf` objects in Leaflet ```r leaflet() %>% addTiles() %>% # st_transform does projection -- more on that later... addPolygons(data = st_transform(nc, 4326)) ``` <div id="htmlwidget-d9b1241b4442b55b70a1" style="width:504px;height:360px;" class="leaflet html-widget"></div> <script type="application/json" data-for="htmlwidget-d9b1241b4442b55b70a1">{"x":{"options":{"crs":{"crsClass":"L.CRS.EPSG3857","code":null,"proj4def":null,"projectedBounds":null,"options":{}}},"calls":[{"method":"addTiles","args":["//{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",null,null,{"minZoom":0,"maxZoom":18,"tileSize":256,"subdomains":"abc","errorTileUrl":"","tms":false,"noWrap":false,"zoomOffset":0,"zoomReverse":false,"opacity":1,"zIndex":1,"detectRetina":false,"attribution":"© <a href=\"http://openstreetmap.org\">OpenStreetMap<\/a> contributors, <a href=\"http://creativecommons.org/licenses/by-sa/2.0/\">CC-BY-SA<\/a>"}]},{"method":"addPolygons","args":[[[[{"lng":[-81.4725791159141,-81.540667073239,-81.561808704279,-81.6328947551249,-81.7409080103643,-81.6981148990955,-81.7026326964276,-81.6698350310058,-81.3451210093905,-81.3473632185811,-81.3245951347737,-81.3131421999652,-81.2660505297683,-81.2626549748711,-81.2405054135517,-81.2397041640396,-81.2640583909336,-81.3288126506164,-81.3611934318569,-81.365511743971,-81.3539521669294,-81.3672735546379,-81.4062084576496,-81.412151850651,-81.4308600126966,-81.452711307541,-81.4725791159141],"lat":[36.2344849110688,36.2726346538256,36.2737217249186,36.3408124265189,36.3919078496165,36.4718999796624,36.5194602645678,36.5897678106392,36.5729883010436,36.5380389578885,36.5138052465512,36.4808242643528,36.437334337582,36.4051693262826,36.3795466644067,36.3654935221756,36.3525425024049,36.3636308173977,36.3532889316693,36.3391785637985,36.299846050674,36.2788273001527,36.285182064634,36.2674211179911,36.2608483425182,36.2397150011351,36.2344849110688]}]],[[{"lng":[-81.2397041640396,-81.2405054135517,-81.2626549748711,-81.2660505297683,-81.3131421999652,-81.3245951347737,-81.3473632185811,-81.3451210093905,-80.9032404984057,-80.9333462675781,-80.9655739248331,-80.9494672908746,-80.9561889894066,-80.9777504520751,-80.9826409696833,-81.0025773917296,-81.0244444913716,-81.0426036495199,-81.0840565477337,-81.0983700839476,-81.1131184503364,-81.129186859312,-81.1382052312971,-81.1531749753641,-81.1764839765685,-81.2397041640396],"lat":[36.3654935221756,36.3795466644067,36.4051693262826,36.437334337582,36.4808242643528,36.5138052465512,36.5380389578885,36.5729883010436,36.5653420877103,36.4984451712979,36.4673518793474,36.4148659778655,36.4039293262093,36.3915087115175,36.3719661633141,36.3668124379075,36.3779662562122,36.410466968295,36.4300508863207,36.4312828254418,36.4229819295203,36.426460678709,36.4177555141922,36.4248696426578,36.4155730225498,36.3654935221756]}]],[[{"lng":[-80.4561228456382,-80.4761659893616,-80.5366616718164,-80.5447950981169,-80.5539354718081,-80.5903823659671,-80.6240979683725,-80.6672283658669,-80.6964424948562,-80.7238254190643,-80.7341560545106,-80.7523528075271,-80.766086305523,-80.7824900905304,-80.8741762652581,-80.8706594902649,-80.8887191996739,-80.9243652972997,-80.9561889894066,-80.9494672908746,-80.9655739248331,-80.9333462675781,-80.9032404984057,-80.8379531599921,-80.6108410789568,-80.435091982362,-80.4527887548797,-80.4561228456382],"lat":[36.2426968023658,36.2548658802441,36.2568757648438,36.2767956850854,36.2785693369654,36.2684141457636,36.2732352751502,36.2462382857847,36.25922671369,36.2586082833296,36.2648946204249,36.2584323512332,36.2619722059613,36.2487123645388,36.234017266972,36.324756571475,36.3545603243321,36.3728857515449,36.4039293262093,36.4148659778655,36.4673518793474,36.4984451712979,36.5653420877103,36.5635684825881,36.5574304388894,36.5511811239695,36.2572269684383,36.2426968023658]}]],[[{"lng":[-76.0086191458285,-76.0169968382723,-76.0325233003704,-76.0436018982153,-76.0947362292155,-76.160581234815,-76.1578042643465,-76.1679443228504,-76.3299165778072,-76.1270505006271,-76.0456111690254,-76.0328614410128,-76.0907173497625,-75.9757214341484,-75.9694113211749,-76.0012578776791,-75.9509007725879,-75.927768379059,-75.924234541109,-75.7996867869341,-75.7984798262563,-75.8547970349675,-75.9134059470777,-75.9571554546047,-75.941576020243,-76.0086191458285],"lat":[36.3197530400315,36.3378876921247,36.3361328575512,36.3537487083905,36.3490716300765,36.3920544000624,36.4128441366502,36.4272404786202,36.5562088358662,36.5573157649456,36.5571064340649,36.5145275392778,36.5037203657035,36.4363701528294,36.4152753792133,36.4190705700719,36.3656283397943,36.4234009903666,36.3511064253836,36.1129789671142,36.0729822151302,36.1058289194795,36.2449609601781,36.2596123902848,36.2944972863732,36.3197530400315]}],[{"lng":[-76.0268192353809,-75.9983147031638,-75.9115647487492,-75.9244503389217,-75.9769275699001,-75.9759362737726,-76.0268192353809],"lat":[36.5568700359685,36.5568053577435,36.5426843995741,36.4741316082319,36.4781707412764,36.5180793801972,36.5568700359685]}],[{"lng":[-75.9016310370391,-75.8778110846448,-75.7727883049491,-75.7828060806825,-75.9016310370391],"lat":[36.5563523255135,36.5560283058669,36.2294182919325,36.2253555177264,36.5563523255135]}]],[[{"lng":[-77.2173537793555,-77.2342989522138,-77.2983037295029,-77.2931991199023,-77.309167882723,-77.3346814445854,-77.3887220882898,-77.3783155982392,-77.4131601405055,-77.4185469837007,-77.4538115495931,-77.5377746887777,-77.5571308018726,-77.5716499652791,-77.579775670564,-77.5593828098359,-77.5601157990051,-77.6356720997647,-77.6506954778601,-77.6985789408379,-77.7491095688984,-77.900917591057,-77.898568728833,-77.7636386364811,-77.3197463656772,-77.1770420007767,-77.1541074926184,-77.0918196770285,-77.0749962291667,-77.0829613000684,-77.1270144854996,-77.1390079883503,-77.1416472951833,-77.2173537793555],"la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