{"id":812,"date":"2020-05-18T07:10:00","date_gmt":"2020-05-18T00:10:00","guid":{"rendered":"http:\/\/www.gis2me.com\/geospatial\/?p=812"},"modified":"2025-04-30T09:28:02","modified_gmt":"2025-04-30T02:28:02","slug":"r-studio-ep08-%e0%b8%81%e0%b8%b2%e0%b8%a3%e0%b8%99%e0%b8%b3%e0%b9%80%e0%b8%82%e0%b9%89%e0%b8%b2%e0%b8%9e%e0%b8%b4%e0%b8%81%e0%b8%b1%e0%b8%94-gps-%e0%b8%88%e0%b8%b2%e0%b8%81-google-sheet","status":"publish","type":"post","link":"http:\/\/www.gis2me.com\/geospatial\/?p=812","title":{"rendered":"R-studio : ( EP#08 ) \u0e01\u0e32\u0e23\u0e19\u0e33\u0e40\u0e02\u0e49\u0e32\u0e1e\u0e34\u0e01\u0e31\u0e14 GPS \u0e08\u0e32\u0e01 google sheet \u0e14\u0e49\u0e27\u0e22\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 R"},"content":{"rendered":"<p>R-studio : ( EP#08 ) \u0e01\u0e32\u0e23\u0e19\u0e33\u0e40\u0e02\u0e49\u0e32\u0e1e\u0e34\u0e01\u0e31\u0e14 GPS \u0e08\u0e32\u0e01 google sheet \u0e14\u0e49\u0e27\u0e22\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 R<br \/>\u0e43\u0e19\u0e15\u0e2d\u0e19 <strong data-start=\"6\" data-end=\"26\">R-Studio (EP#08)<\/strong> \u0e19\u0e35\u0e49 \u0e40\u0e23\u0e32\u0e08\u0e30\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u0e01\u0e32\u0e23 <strong data-start=\"48\" data-end=\"84\">\u0e19\u0e33\u0e40\u0e02\u0e49\u0e32\u0e1e\u0e34\u0e01\u0e31\u0e14 GPS \u0e08\u0e32\u0e01 Google Sheet<\/strong> \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e2a\u0e14\u0e07\u0e1c\u0e25\u0e40\u0e0a\u0e34\u0e07\u0e1e\u0e37\u0e49\u0e19\u0e17\u0e35\u0e48\u0e43\u0e19 R \u0e42\u0e14\u0e22\u0e40\u0e09\u0e1e\u0e32\u0e30\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e32\u0e01\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e2d\u0e2d\u0e19\u0e44\u0e25\u0e19\u0e4c \u0e40\u0e0a\u0e48\u0e19 Google Forms \u0e41\u0e25\u0e49\u0e27\u0e19\u0e33\u0e04\u0e48\u0e32\u0e1e\u0e34\u0e01\u0e31\u0e14\u0e21\u0e32\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e17\u0e35\u0e48\u0e41\u0e1a\u0e1a Interactive \u0e1c\u0e48\u0e32\u0e19\u0e41\u0e1e\u0e47\u0e01\u0e40\u0e01\u0e08\u0e2d\u0e22\u0e48\u0e32\u0e07 <code data-start=\"235\" data-end=\"244\">leaflet<\/code>, <code data-start=\"246\" data-end=\"261\">googlesheets4<\/code>, \u0e41\u0e25\u0e30 <code data-start=\"267\" data-end=\"271\">sf<\/code> \u0e43\u0e19\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 <strong data-start=\"282\" data-end=\"293\">RStudio<\/strong><\/p>\n<p>R-studio : ( EP#08 ) \u0e01\u0e32\u0e23\u0e19\u0e33\u0e40\u0e02\u0e49\u0e32\u0e1e\u0e34\u0e01\u0e31\u0e14 GPS \u0e08\u0e32\u0e01 google sheet \u0e14\u0e49\u0e27\u0e22\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 R<\/p>\n<p>\u0e41\u0e2b\u0e25\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 R script \u0e41\u0e25\u0e30\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e1f\u0e25\u0e4c google sheet <a href=\"https:\/\/docs.google.com\/forms\/u\/1\/d\/e\/1FAIpQLSc6J4E8IJ8OUqcO9UnLYt4iIG4kQTQTTfL-b9IfaDm5YWsOTg\/viewform\">https:\/\/docs.google.com\/forms\/u\/1\/d\/e\/1FAIpQLSc6J4E8IJ8OUqcO9UnLYt4iIG4kQTQTTfL-b9IfaDm5YWsOTg\/viewform<\/a><\/p>\n<p>\u00a0\u00a0\u00a0\u00a0<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/E-HDHbTAqeU\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udfaf \u0e27\u0e31\u0e15\u0e16\u0e38\u0e1b\u0e23\u0e30\u0e2a\u0e07\u0e04\u0e4c\u0e02\u0e2d\u0e07\u0e1a\u0e17\u0e40\u0e23\u0e35\u0e22\u0e19<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d Google Sheet \u0e17\u0e35\u0e48\u0e40\u0e01\u0e47\u0e1a\u0e04\u0e48\u0e32\u0e1e\u0e34\u0e01\u0e31\u0e14 (Latitude \/ Longitude)<\/li>\n\n\n\n<li>\u0e41\u0e1b\u0e25\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e43\u0e2b\u0e49\u0e2d\u0e22\u0e39\u0e48\u0e43\u0e19\u0e23\u0e39\u0e1b <code>sf<\/code> (simple feature) \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e43\u0e0a\u0e49\u0e43\u0e19 GIS<\/li>\n\n\n\n<li>\u0e41\u0e2a\u0e14\u0e07\u0e1c\u0e25\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e15\u0e33\u0e41\u0e2b\u0e19\u0e48\u0e07 (point) \u0e1a\u0e19\u0e41\u0e1c\u0e19\u0e17\u0e35\u0e48 Leaflet<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd17 \u0e14\u0e32\u0e27\u0e19\u0e4c\u0e42\u0e2b\u0e25\u0e14\u0e0a\u0e38\u0e14\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e25\u0e30 R script<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e01\u0e23\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e41\u0e25\u0e30\u0e14\u0e32\u0e27\u0e19\u0e4c\u0e42\u0e2b\u0e25\u0e14\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e14\u0e49\u0e17\u0e35\u0e48<br>\ud83d\udc49 <a class=\"\" href=\"https:\/\/docs.google.com\/forms\/u\/1\/d\/e\/1FAIpQLSc6J4E8IJ8OUqcO9UnLYt4iIG4kQTQTTfL-b9IfaDm5YWsOTg\/viewform\">Google Form \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a R script \u0e41\u0e25\u0e30 Google Sheet \u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83e\uddea \u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07 R Code<\/h2>\n\n\n\n<pre class=\"wp-block-preformatted\">rCopyEdit<code># \u0e15\u0e34\u0e14\u0e15\u0e31\u0e49\u0e07\u0e41\u0e25\u0e30\u0e40\u0e23\u0e35\u0e22\u0e01\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e41\u0e1e\u0e47\u0e01\u0e40\u0e01\u0e08\ninstall.packages(c(\"googlesheets4\", \"dplyr\", \"sf\", \"leaflet\"))\n\nlibrary(googlesheets4)\nlibrary(dplyr)\nlibrary(sf)\nlibrary(leaflet)\n\n# \u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d Google Sheet (\u0e43\u0e0a\u0e49 public \u0e2b\u0e23\u0e37\u0e2d OAuth login)\nsheet_url &lt;- \"https:\/\/docs.google.com\/spreadsheets\/d\/1xyz1234567890abcd\/edit#gid=0\"\n\n# \u0e2d\u0e48\u0e32\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e32\u0e01 Google Sheet\ngps_data &lt;- read_sheet(sheet_url)\n\n# \u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a\u0e0a\u0e37\u0e48\u0e2d\u0e1f\u0e34\u0e25\u0e14\u0e4c \u0e04\u0e27\u0e23\u0e21\u0e35 latitude \u0e41\u0e25\u0e30 longitude\nhead(gps_data)\n\n# \u0e41\u0e1b\u0e25\u0e07\u0e43\u0e2b\u0e49\u0e2d\u0e22\u0e39\u0e48\u0e43\u0e19\u0e23\u0e39\u0e1b sf (Simple Features)\ngps_sf &lt;- st_as_sf(gps_data,\n                   coords = c(\"longitude\", \"latitude\"),\n                   crs = 4326)  # WGS84\n\n# \u0e41\u0e2a\u0e14\u0e07\u0e1c\u0e25\u0e1a\u0e19\u0e41\u0e1c\u0e19\u0e17\u0e35\u0e48 leaflet\nleaflet(data = gps_sf) %&gt;%\n  addTiles() %&gt;%\n  addCircleMarkers(radius = 5, color = \"red\", label = ~as.character(name))\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83e\udded \u0e02\u0e49\u0e2d\u0e41\u0e19\u0e30\u0e19\u0e33\u0e17\u0e32\u0e07\u0e40\u0e17\u0e04\u0e19\u0e34\u0e04<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d<\/th><th>\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22<\/th><\/tr><\/thead><tbody><tr><td>\ud83d\udd10 \u0e01\u0e32\u0e23\u0e40\u0e02\u0e49\u0e32\u0e16\u0e36\u0e07<\/td><td>\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e1b\u0e34\u0e14 Google Sheet \u0e43\u0e2b\u0e49 <strong>\u0e41\u0e0a\u0e23\u0e4c\u0e41\u0e1a\u0e1a public<\/strong> \u0e2b\u0e23\u0e37\u0e2d\u0e43\u0e2b\u0e49\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e4c\u0e01\u0e31\u0e1a <code>googlesheets4<\/code> \u0e1c\u0e48\u0e32\u0e19 OAuth<\/td><\/tr><tr><td>\ud83d\udccc CRS<\/td><td>\u0e01\u0e33\u0e2b\u0e19\u0e14 <code>crs = 4326<\/code> \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e1e\u0e34\u0e01\u0e31\u0e14 GPS \u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b (WGS 84)<\/td><\/tr><tr><td>\ud83d\uddc2 Field name<\/td><td>\u0e04\u0e27\u0e23\u0e15\u0e31\u0e49\u0e07\u0e0a\u0e37\u0e48\u0e2d\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e43\u0e19 Google Sheet \u0e40\u0e1b\u0e47\u0e19 <code>latitude<\/code>, <code>longitude<\/code>, <code>name<\/code>, <code>description<\/code> \u0e40\u0e1b\u0e47\u0e19\u0e15\u0e49\u0e19<\/td><\/tr><tr><td>\ud83d\uddbc Label<\/td><td>\u0e43\u0e0a\u0e49 label \u0e43\u0e19 <code>leaflet<\/code> \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e2a\u0e14\u0e07\u0e0a\u0e37\u0e48\u0e2d\u0e08\u0e38\u0e14 \u0e40\u0e0a\u0e48\u0e19 \u0e0a\u0e37\u0e48\u0e2d\u0e42\u0e23\u0e07\u0e1e\u0e22\u0e32\u0e1a\u0e32\u0e25\u0e2b\u0e23\u0e37\u0e2d\u0e41\u0e1b\u0e25\u0e07\u0e40\u0e01\u0e29\u0e15\u0e23<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udcda \u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e22\u0e38\u0e01\u0e15\u0e4c\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e17\u0e35\u0e48\u0e08\u0e32\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e01\u0e32\u0e23\u0e2a\u0e33\u0e23\u0e27\u0e08\u0e20\u0e32\u0e04\u0e2a\u0e19\u0e32\u0e21\u0e17\u0e35\u0e48\u0e40\u0e01\u0e47\u0e1a\u0e08\u0e32\u0e01 Google Forms<\/li>\n\n\n\n<li>\u0e15\u0e34\u0e14\u0e15\u0e32\u0e21\u0e01\u0e32\u0e23\u0e40\u0e04\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e44\u0e2b\u0e27\u0e02\u0e2d\u0e07\u0e1c\u0e39\u0e49\u0e1b\u0e48\u0e27\u0e22 \u0e2b\u0e23\u0e37\u0e2d\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e20\u0e32\u0e04\u0e2a\u0e19\u0e32\u0e21<\/li>\n\n\n\n<li>\u0e2a\u0e23\u0e49\u0e32\u0e07 <strong>Dashboard \u0e20\u0e32\u0e04\u0e2a\u0e19\u0e32\u0e21<\/strong> \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e07\u0e32\u0e19 GIS \u0e14\u0e49\u0e27\u0e22 R \u0e41\u0e25\u0e30 R-Shiny<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>R-studio : ( EP#08 ) \u0e01\u0e32\u0e23\u0e19\u0e33\u0e40\u0e02\u0e49\u0e32\u0e1e\u0e34\u0e01\u0e31\u0e14 GPS \u0e08\u0e32\u0e01 google shee [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[20,21,9],"tags":[573,440,557,575,567,439,571,486,572,569,62,568,574,570],"class_list":["post-812","post","type-post","status-publish","format-standard","hentry","category--excel","category--r-studio","category-9","tag-data-collection-r","tag-gis--r","tag-google-sheet-r","tag-interactive-mapping","tag-leaflet-map","tag-r-studio","tag-r--google-sheet","tag-sf-package","tag-572","tag--google-forms","tag-62","tag--gps","tag--gps-r","tag-570"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=\/wp\/v2\/posts\/812","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=812"}],"version-history":[{"count":1,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=\/wp\/v2\/posts\/812\/revisions"}],"predecessor-version":[{"id":813,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=\/wp\/v2\/posts\/812\/revisions\/813"}],"wp:attachment":[{"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=812"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=812"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=812"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}