{"id":806,"date":"2020-04-18T07:06:00","date_gmt":"2020-04-18T00:06:00","guid":{"rendered":"http:\/\/www.gis2me.com\/geospatial\/?p=806"},"modified":"2025-04-30T09:30:10","modified_gmt":"2025-04-30T02:30:10","slug":"%e0%b8%81%e0%b8%b2%e0%b8%a3%e0%b8%95%e0%b8%b4%e0%b8%94%e0%b8%95%e0%b8%b2%e0%b8%a1%e0%b8%82%e0%b9%89%e0%b8%ad%e0%b8%a1%e0%b8%b9%e0%b8%a5%e0%b8%9c%e0%b8%b9%e0%b9%89%e0%b8%95%e0%b8%b4%e0%b8%94%e0%b9%80","status":"publish","type":"post","link":"http:\/\/www.gis2me.com\/geospatial\/?p=806","title":{"rendered":"\u0e01\u0e32\u0e23\u0e15\u0e34\u0e14\u0e15\u0e32\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e1c\u0e39\u0e49\u0e15\u0e34\u0e14\u0e40\u0e0a\u0e37\u0e49\u0e2d COVID-19 \u0e17\u0e31\u0e48\u0e27\u0e42\u0e25\u0e01 \u0e14\u0e49\u0e27\u0e22\u0e01\u0e32\u0e23\u0e41\u0e2a\u0e14\u0e07\u0e1c\u0e25 GIS Map"},"content":{"rendered":"<p>\u0e01\u0e32\u0e23\u0e15\u0e34\u0e14\u0e15\u0e32\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e1c\u0e39\u0e49\u0e15\u0e34\u0e14\u0e40\u0e0a\u0e37\u0e49\u0e2d COVID-19 \u0e17\u0e31\u0e48\u0e27\u0e42\u0e25\u0e01 \u0e14\u0e49\u0e27\u0e22\u0e01\u0e32\u0e23\u0e41\u0e2a\u0e14\u0e07\u0e1c\u0e25 GIS Map<br \/>\u0e01\u0e32\u0e23\u0e15\u0e34\u0e14\u0e15\u0e32\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e1c\u0e39\u0e49\u0e15\u0e34\u0e14\u0e40\u0e0a\u0e37\u0e49\u0e2d <strong data-start=\"27\" data-end=\"47\">COVID-19 \u0e17\u0e31\u0e48\u0e27\u0e42\u0e25\u0e01<\/strong> \u0e14\u0e49\u0e27\u0e22\u0e01\u0e32\u0e23\u0e41\u0e2a\u0e14\u0e07\u0e1c\u0e25\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a <strong data-start=\"70\" data-end=\"81\">GIS Map<\/strong> \u0e40\u0e1b\u0e47\u0e19\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e22\u0e38\u0e01\u0e15\u0e4c <em data-start=\"98\" data-end=\"115\">Geo-Informatics<\/em> \u0e41\u0e25\u0e30 <em data-start=\"120\" data-end=\"131\">Open Data<\/em> \u0e17\u0e35\u0e48\u0e17\u0e23\u0e07\u0e1e\u0e25\u0e31\u0e07 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e2a\u0e19\u0e31\u0e1a\u0e2a\u0e19\u0e38\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e01\u0e32\u0e23\u0e23\u0e30\u0e1a\u0e32\u0e14\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e48\u0e2d\u0e2a\u0e32\u0e23\u0e40\u0e0a\u0e34\u0e07\u0e1e\u0e37\u0e49\u0e19\u0e17\u0e35\u0e48\u0e40\u0e0a\u0e34\u0e07\u0e19\u0e42\u0e22\u0e1a\u0e32\u0e22<\/p>\n<p>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 COVID-19 WORLD <a href=\"https:\/\/github.com\/CSSEGISandData\/COVID-19\/tree\/master\/csse_covid_19_data\">https:\/\/github.com\/CSSEGISandData\/COVID-19\/tree\/master\/csse_covid_19_data<\/a><\/p>\n<p>link web \u0e41\u0e1c\u0e19\u0e17\u0e35\u0e48 World <a href=\"https:\/\/tapiquen-sig.jimdofree.com\/english-version\/free-downloads\/world\/\">https:\/\/tapiquen-sig.jimdofree.com\/english-version\/free-downloads\/world\/<\/a><\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/THPZTKM7XYI\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udf10 1. \u0e41\u0e2b\u0e25\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e02\u0e49\u0e2d\u0e07<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 1.1 \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 COVID-19 \u0e23\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28 (\u0e17\u0e31\u0e48\u0e27\u0e42\u0e25\u0e01)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e41\u0e2b\u0e25\u0e48\u0e07: <a class=\"\" href=\"https:\/\/github.com\/CSSEGISandData\/COVID-19\/tree\/master\/csse_covid_19_data\">CSSEGISandData \/ COVID-19<\/a><\/li>\n\n\n\n<li>\u0e08\u0e31\u0e14\u0e17\u0e33\u0e42\u0e14\u0e22: Johns Hopkins University (JHU)<\/li>\n\n\n\n<li>\u0e1b\u0e23\u0e30\u0e01\u0e2d\u0e1a\u0e14\u0e49\u0e27\u0e22:\n<ul class=\"wp-block-list\">\n<li><code>time_series_covid19_confirmed_global.csv<\/code><\/li>\n\n\n\n<li><code>time_series_covid19_deaths_global.csv<\/code><\/li>\n\n\n\n<li><code>time_series_covid19_recovered_global.csv<\/code><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a: CSV, \u0e21\u0e35\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c <code>Lat<\/code>, <code>Long<\/code>, <code>Province\/State<\/code>, <code>Country\/Region<\/code>, \u0e15\u0e32\u0e21\u0e14\u0e49\u0e27\u0e22\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e23\u0e32\u0e22\u0e27\u0e31\u0e19<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 1.2 \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e02\u0e2d\u0e1a\u0e40\u0e02\u0e15\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28 (Shapefile)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e14\u0e32\u0e27\u0e19\u0e4c\u0e42\u0e2b\u0e25\u0e14\u0e44\u0e14\u0e49\u0e08\u0e32\u0e01: <a class=\"\" href=\"https:\/\/tapiquen-sig.jimdofree.com\/english-version\/free-downloads\/world\/\">Tapiquen-SIG World Shapefile<\/a><\/li>\n\n\n\n<li>\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a: <code>.shp<\/code>, <code>.dbf<\/code>, <code>.shx<\/code>, <code>.prj<\/code><\/li>\n\n\n\n<li>\u0e04\u0e27\u0e32\u0e21\u0e25\u0e30\u0e40\u0e2d\u0e35\u0e22\u0e14\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28 (country-level)<\/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\udee0 2. \u0e02\u0e31\u0e49\u0e19\u0e15\u0e2d\u0e19\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e17\u0e35\u0e48 COVID-19 \u0e17\u0e31\u0e48\u0e27\u0e42\u0e25\u0e01\u0e14\u0e49\u0e27\u0e22 QGIS \/ ArcGIS<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd39 \u0e02\u0e31\u0e49\u0e19\u0e15\u0e2d\u0e19\u0e17\u0e35\u0e48 1: \u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0e14\u0e32\u0e27\u0e19\u0e4c\u0e42\u0e2b\u0e25\u0e14\u0e44\u0e1f\u0e25\u0e4c <code>time_series_covid19_confirmed_global.csv<\/code><\/li>\n\n\n\n<li>\u0e40\u0e1b\u0e34\u0e14\u0e43\u0e19 Excel \u0e2b\u0e23\u0e37\u0e2d Python \u0e41\u0e25\u0e30\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e40\u0e09\u0e1e\u0e32\u0e30\u0e27\u0e31\u0e19\u0e25\u0e48\u0e32\u0e2a\u0e38\u0e14<\/li>\n\n\n\n<li>\u0e2a\u0e23\u0e38\u0e1b\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28 (\u0e2b\u0e32\u0e01\u0e21\u0e35\u0e2b\u0e25\u0e32\u0e22 region \u0e43\u0e19\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e40\u0e14\u0e35\u0e22\u0e27\u0e01\u0e31\u0e19 \u0e40\u0e0a\u0e48\u0e19 US, Canada)<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e01\u0e32\u0e23\u0e23\u0e27\u0e21\u0e43\u0e19 Python:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">pythonCopyEdit<code>import pandas as pd\n\ndf = pd.read_csv(\"time_series_covid19_confirmed_global.csv\")\ndf_latest = df.drop(columns=[\"Province\/State\", \"Lat\", \"Long\"]).groupby(\"Country\/Region\").sum()\ndf_latest[\"TotalCases\"] = df_latest.iloc[:, -1]  # \u0e43\u0e0a\u0e49\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e25\u0e48\u0e32\u0e2a\u0e38\u0e14\ndf_latest = df_latest[[\"TotalCases\"]].reset_index()\ndf_latest.to_csv(\"covid_world_summary.csv\", index=False)\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd39 \u0e02\u0e31\u0e49\u0e19\u0e15\u0e2d\u0e19\u0e17\u0e35\u0e48 2: \u0e19\u0e33\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e02\u0e49\u0e32 QGIS \/ ArcGIS<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0e42\u0e2b\u0e25\u0e14 <strong>shapefile \u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e17\u0e31\u0e48\u0e27\u0e42\u0e25\u0e01<\/strong> \u0e41\u0e25\u0e49\u0e27\u0e40\u0e1b\u0e34\u0e14\u0e43\u0e19\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 QGIS\/ArcGIS<\/li>\n\n\n\n<li>Join \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 <code>covid_world_summary.csv<\/code> \u0e01\u0e31\u0e1a shapefile \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 <code>Country Name<\/code> \u0e40\u0e1b\u0e47\u0e19 key\n<ul class=\"wp-block-list\">\n<li><strong>ArcGIS:<\/strong> \u0e43\u0e0a\u0e49 <code>Join<\/code> function<\/li>\n\n\n\n<li><strong>QGIS:<\/strong> <code>Join Attributes by Field Value<\/code><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u0e43\u0e0a\u0e49 <strong>Graduated Symbology<\/strong> \u0e2b\u0e23\u0e37\u0e2d <strong>Choropleth Map<\/strong> \u0e41\u0e2a\u0e14\u0e07\u0e1c\u0e25\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e1c\u0e39\u0e49\u0e15\u0e34\u0e14\u0e40\u0e0a\u0e37\u0e49\u0e2d\n<ul class=\"wp-block-list\">\n<li>\u0e43\u0e0a\u0e49\u0e04\u0e25\u0e32\u0e2a\u0e08\u0e33\u0e19\u0e27\u0e19 \u0e40\u0e0a\u0e48\u0e19 Natural Breaks (Jenks) \u0e2b\u0e23\u0e37\u0e2d Quantile<\/li>\n\n\n\n<li>\u0e1b\u0e23\u0e31\u0e1a\u0e2a\u0e35: \u0e42\u0e17\u0e19\u0e41\u0e14\u0e07 \u2013 \u0e2a\u0e35\u0e40\u0e02\u0e49\u0e21\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e48\u0e32\u0e21\u0e32\u0e01<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd39 \u0e02\u0e31\u0e49\u0e19\u0e15\u0e2d\u0e19\u0e17\u0e35\u0e48 3: \u0e41\u0e2a\u0e14\u0e07\u0e1c\u0e25\u0e41\u0e1a\u0e1a Interactive (\u0e17\u0e32\u0e07\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e40\u0e15\u0e34\u0e21)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>QGIS Plugin:<\/strong> qgis2web \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e41\u0e2a\u0e14\u0e07\u0e1c\u0e25\u0e1c\u0e48\u0e32\u0e19 Web Map \u0e41\u0e1a\u0e1a Leaflet \/ OpenLayers<\/li>\n\n\n\n<li><strong>ArcGIS Online \/ StoryMap:<\/strong> \u0e2a\u0e23\u0e49\u0e32\u0e07 dashboard \u0e41\u0e25\u0e30\u0e40\u0e1c\u0e22\u0e41\u0e1e\u0e23\u0e48\u0e1c\u0e48\u0e32\u0e19 Esri platform<\/li>\n\n\n\n<li><strong>R (Leaflet, Shiny):<\/strong> \u0e2b\u0e32\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e41\u0e1a\u0e1a\u0e40\u0e27\u0e47\u0e1a\u0e40\u0e0a\u0e34\u0e07\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c<\/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\udcc8 \u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e25\u0e36\u0e01<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c<\/th><th>\u0e23\u0e32\u0e22\u0e25\u0e30\u0e40\u0e2d\u0e35\u0e22\u0e14<\/th><\/tr><\/thead><tbody><tr><td><strong>Time Series Map<\/strong><\/td><td>\u0e41\u0e2a\u0e14\u0e07\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e41\u0e1b\u0e25\u0e07\u0e1c\u0e39\u0e49\u0e15\u0e34\u0e14\u0e40\u0e0a\u0e37\u0e49\u0e2d\u0e41\u0e1a\u0e1a\u0e41\u0e2d\u0e19\u0e34\u0e40\u0e21\u0e0a\u0e31\u0e19\u0e23\u0e32\u0e22\u0e27\u0e31\u0e19<\/td><\/tr><tr><td><strong>Density Map<\/strong><\/td><td>\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e27\u0e32\u0e21\u0e2b\u0e19\u0e32\u0e41\u0e19\u0e48\u0e19\u0e02\u0e2d\u0e07\u0e1c\u0e39\u0e49\u0e15\u0e34\u0e14\u0e40\u0e0a\u0e37\u0e49\u0e2d\u0e15\u0e48\u0e2d\u0e1b\u0e23\u0e30\u0e0a\u0e32\u0e01\u0e23<\/td><\/tr><tr><td><strong>Case Fatality Ratio (CFR)<\/strong><\/td><td>\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e2d\u0e31\u0e15\u0e23\u0e32\u0e01\u0e32\u0e23\u0e40\u0e2a\u0e35\u0e22\u0e0a\u0e35\u0e27\u0e34\u0e15 (Deaths \/ Confirmed) \u0e15\u0e48\u0e2d\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28<\/td><\/tr><tr><td><strong>Travel Corridor Analysis<\/strong><\/td><td>\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e17\u0e35\u0e48\u0e21\u0e35\u0e01\u0e32\u0e23\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e42\u0e22\u0e07\u0e42\u0e14\u0e22\u0e40\u0e2a\u0e49\u0e19\u0e17\u0e32\u0e07\u0e1a\u0e34\u0e19\u0e43\u0e19\u0e0a\u0e48\u0e27\u0e07\u0e01\u0e32\u0e23\u0e23\u0e30\u0e1a\u0e32\u0e14<\/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\udd17 \u0e41\u0e2b\u0e25\u0e48\u0e07\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u0e40\u0e2a\u0e23\u0e34\u0e21<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83d\udcd8 <a class=\"\" href=\"https:\/\/github.com\/CSSEGISandData\/COVID-19\">GitHub COVID-19 CSSEGISandData<\/a><\/li>\n\n\n\n<li>\ud83d\udcd8 <a class=\"\" href=\"https:\/\/tapiquen-sig.jimdofree.com\/english-version\/free-downloads\/world\/\">Tapiquen World Shapefile Download<\/a><\/li>\n\n\n\n<li>\ud83d\udcd8 <a class=\"\" href=\"https:\/\/covid19.who.int\/\">WHO COVID-19 Dashboard<\/a><\/li>\n\n\n\n<li>\ud83d\udcd8 <a class=\"\">ArcGIS Hub COVID-19 Resources<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0e01\u0e32\u0e23\u0e15\u0e34\u0e14\u0e15\u0e32\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e1c\u0e39\u0e49\u0e15\u0e34\u0e14\u0e40\u0e0a\u0e37\u0e49\u0e2d COVID-19 \u0e17\u0e31\u0e48\u0e27\u0e42\u0e25\u0e01 \u0e14\u0e49\u0e27\u0e22\u0e01\u0e32\u0e23\u0e41\u0e2a\u0e14\u0e07 [&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":[15,9],"tags":[592,465,591,593,596,597,28,594,595,102,371,586,599,598,590],"class_list":["post-806","post","type-post","status-publish","format-standard","hentry","category--arcgis","category-9","tag-arcgis","tag-choropleth-map","tag-covid-19","tag-cssegisanddata","tag-dashboard-","tag-geospatial-covid","tag-gis","tag-johns-hopkins-covid","tag-open-data","tag-qgis","tag-shapefile","tag-web-map","tag-599","tag-598","tag-590"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=\/wp\/v2\/posts\/806","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=806"}],"version-history":[{"count":1,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=\/wp\/v2\/posts\/806\/revisions"}],"predecessor-version":[{"id":807,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=\/wp\/v2\/posts\/806\/revisions\/807"}],"wp:attachment":[{"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=806"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=806"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.gis2me.com\/geospatial\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=806"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}