{
  "paragraphs": [
    {
      "title": "Hello R",
      "text": "%r\nfoo \u003c- TRUE\nprint(foo)\nbare \u003c- c(1, 2.5, 4)\nprint(bare)\ndouble \u003c- 15.0\nprint(double)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:45:40 AM",
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      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\n[1] TRUE\n[1] 1.0 2.5 4.0\n[1] 15\n\n\n\n"
          }
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      },
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      "dateCreated": "Apr 24, 2015 3:42:26 AM",
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      "dateFinished": "Jan 29, 2017 2:42:40 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Load R Librairies",
      "text": "%r\nlibrary(data.table)\ndt \u003c- data.table(1:3)\nprint(dt)\nfor (i in 1:5) {\n  print(i*2)\n}\nprint(1:50)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:45:44 AM",
      "config": {
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        "editorMode": "ace/mode/r",
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        "results": [
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      },
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      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\nV1\n1:  1\n2:  2\n3:  3\n[1] 2\n[1] 4\n[1] 6\n[1] 8\n[1] 10\n [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23\n[24] 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46\n[47] 47 48 49 50\n\n\n\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1429882976611_1352445253",
      "id": "20150424-154256_645296307",
      "dateCreated": "Apr 24, 2015 3:42:56 AM",
      "dateStarted": "Jan 29, 2017 2:42:43 AM",
      "dateFinished": "Jan 29, 2017 2:42:43 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "text": "%md\n\n## Zeppelin SparkR Tutorial\n\n##### This is a live tutorial, you can run the code yourself. (Shift-Enter to Run)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 3:17:08 AM",
      "config": {
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        "enabled": true,
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        "editorHide": true,
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      },
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      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "HTML",
            "data": "\u003cdiv class\u003d\"markdown-body\"\u003e\n\u003ch2\u003eZeppelin SparkR Tutorial\u003c/h2\u003e\n\u003ch5\u003eThis is a live tutorial, you can run the code yourself. (Shift-Enter to Run)\u003c/h5\u003e\n\u003c/div\u003e"
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        ]
      },
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      "dateCreated": "Jan 28, 2017 11:50:33 AM",
      "dateStarted": "Jan 29, 2017 3:17:08 AM",
      "dateFinished": "Jan 29, 2017 3:17:08 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Load Iris Dataset",
      "text": "%r\ncolnames(iris)\niris$Petal.Length\niris$Sepal.Length",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:45:47 AM",
      "config": {
        "colWidth": 12.0,
        "enabled": true,
        "editorMode": "ace/mode/r",
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        "results": [
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        "editorSetting": {
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      },
      "settings": {
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      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\n[1] “Sepal.Length” “Sepal.Width”  “Petal.Length” “Petal.Width” \n[5] “Species”\n  [1] 1.4 1.4 1.3 1.5 1.4 1.7 1.4 1.5 1.4 1.5 1.5 1.6 1.4 1.1 1.2 1.5 1.3\n [18] 1.4 1.7 1.5 1.7 1.5 1.0 1.7 1.9 1.6 1.6 1.5 1.4 1.6 1.6 1.5 1.5 1.4\n [35] 1.5 1.2 1.3 1.4 1.3 1.5 1.3 1.3 1.3 1.6 1.9 1.4 1.6 1.4 1.5 1.4 4.7\n [52] 4.5 4.9 4.0 4.6 4.5 4.7 3.3 4.6 3.9 3.5 4.2 4.0 4.7 3.6 4.4 4.5 4.1\n [69] 4.5 3.9 4.8 4.0 4.9 4.7 4.3 4.4 4.8 5.0 4.5 3.5 3.8 3.7 3.9 5.1 4.5\n [86] 4.5 4.7 4.4 4.1 4.0 4.4 4.6 4.0 3.3 4.2 4.2 4.2 4.3 3.0 4.1 6.0 5.1\n[103] 5.9 5.6 5.8 6.6 4.5 6.3 5.8 6.1 5.1 5.3 5.5 5.0 5.1 5.3 5.5 6.7 6.9\n[120] 5.0 5.7 4.9 6.7 4.9 5.7 6.0 4.8 4.9 5.6 5.8 6.1 6.4 5.6 5.1 5.6 6.1\n[137] 5.6 5.5 4.8 5.4 5.6 5.1 5.1 5.9 5.7 5.2 5.0 5.2 5.4 5.1\n  [1] 5.1 4.9 4.7 4.6 5.0 5.4 4.6 5.0 4.4 4.9 5.4 4.8 4.8 4.3 5.8 5.7 5.4\n [18] 5.1 5.7 5.1 5.4 5.1 4.6 5.1 4.8 5.0 5.0 5.2 5.2 4.7 4.8 5.4 5.2 5.5\n [35] 4.9 5.0 5.5 4.9 4.4 5.1 5.0 4.5 4.4 5.0 5.1 4.8 5.1 4.6 5.3 5.0 7.0\n [52] 6.4 6.9 5.5 6.5 5.7 6.3 4.9 6.6 5.2 5.0 5.9 6.0 6.1 5.6 6.7 5.6 5.8\n [69] 6.2 5.6 5.9 6.1 6.3 6.1 6.4 6.6 6.8 6.7 6.0 5.7 5.5 5.5 5.8 6.0 5.4\n [86] 6.0 6.7 6.3 5.6 5.5 5.5 6.1 5.8 5.0 5.6 5.7 5.7 6.2 5.1 5.7 6.3 5.8\n[103] 7.1 6.3 6.5 7.6 4.9 7.3 6.7 7.2 6.5 6.4 6.8 5.7 5.8 6.4 6.5 7.7 7.7\n[120] 6.0 6.9 5.6 7.7 6.3 6.7 7.2 6.2 6.1 6.4 7.2 7.4 7.9 6.4 6.3 6.1 7.7\n[137] 6.3 6.4 6.0 6.9 6.7 6.9 5.8 6.8 6.7 6.7 6.3 6.5 6.2 5.9\n\n\n\n"
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      "dateFinished": "Jan 29, 2017 2:42:46 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "TABLE Display",
      "text": "%r print(\"%table name\\tsize\\nsmall\\t100\\nlarge\\t1000\")",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 3:20:33 AM",
      "config": {
        "colWidth": 6.0,
        "enabled": true,
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        "editorMode": "ace/mode/r",
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              "optionOpen": false,
              "keys": [
                {
                  "name": "name",
                  "index": 0.0,
                  "aggr": "sum"
                }
              ],
              "values": [
                {
                  "name": "size",
                  "index": 1.0,
                  "aggr": "sum"
                }
              ],
              "groups": [],
              "scatter": {
                "xAxis": {
                  "name": "name",
                  "index": 0.0,
                  "aggr": "sum"
                },
                "yAxis": {
                  "name": "size",
                  "index": 1.0,
                  "aggr": "sum"
                }
              }
            },
            "helium": {}
          }
        ],
        "editorSetting": {
          "language": "r",
          "editOnDblClick": false
        }
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TABLE",
            "data": "name\tsize\nsmall\t100\nlarge\t1000"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1456216582752_6855525",
      "id": "20160223-093622_330111284",
      "dateCreated": "Feb 23, 2016 9:36:22 AM",
      "dateStarted": "Jan 29, 2017 2:42:50 AM",
      "dateFinished": "Jan 29, 2017 2:42:50 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "HTML Display",
      "text": "%r \n\nprint(\"%html \u003ch3\u003eHello HTML\u003c/h3\u003e\")\nprint(\"\u003cfont color\u003d\u0027blue\u0027\u003e\u003cspan class\u003d\u0027fa fa-bars\u0027\u003e Easy...\u003c/font\u003e\u003c/span\u003e\")\nfor (i in 1:10) {\n  print(paste0(\"\u003ch4\u003e\", i, \" * 2 \u003d \", i*2, \"\u003c/h4\u003e\"))\n}",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:52:20 AM",
      "config": {
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        "enabled": true,
        "editorMode": "ace/mode/r",
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        "results": [
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              "optionOpen": false,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "r",
          "editOnDblClick": false
        }
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "HTML",
            "data": "\u003cp\u003e\u003c/p\u003e\u003ch3\u003eHello HTML\u003c/h3\u003e\u003cfont color\u003d\"blue\"\u003e\u003cspan class\u003d\"fa fa-bars\"\u003e Easy…\u003c/span\u003e\u003c/font\u003e\u003ch4\u003e1 * 2 \u003d 2\u003c/h4\u003e\u003ch4\u003e2 * 2 \u003d 4\u003c/h4\u003e\u003ch4\u003e3 * 2 \u003d 6\u003c/h4\u003e\u003ch4\u003e4 * 2 \u003d 8\u003c/h4\u003e\u003ch4\u003e5 * 2 \u003d 10\u003c/h4\u003e\u003ch4\u003e6 * 2 \u003d 12\u003c/h4\u003e\u003ch4\u003e7 * 2 \u003d 14\u003c/h4\u003e\u003ch4\u003e8 * 2 \u003d 16\u003c/h4\u003e\u003ch4\u003e9 * 2 \u003d 18\u003c/h4\u003e\u003ch4\u003e10 * 2 \u003d 20\u003c/h4\u003e\u003cp\u003e\u003c/p\u003e"
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        ]
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      "jobName": "paragraph_1456140102445_51059930",
      "id": "20160222-122142_1323614681",
      "dateCreated": "Feb 22, 2016 12:21:42 PM",
      "dateStarted": "Jan 29, 2017 2:42:48 AM",
      "dateFinished": "Jan 29, 2017 2:42:48 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Write Scala To R",
      "text": "%spark\nval s \u003d \"Hello R from Scala\"\nz.put(\"s\", s)\nval b \u003d new Integer(42)\nz.put(\"b\", b)\nval a: Array[Double] \u003d Array[Double](30.1, 20.0)\nz.put(\"a\", a)\nval m \u003d Array(Array(1, 4), Array(8, 16))\nz.put(\"m\", m)\nval v \u003d Vector(1, 2, 3, 4)\nz.put(\"v\", v)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:52:50 AM",
      "config": {
        "colWidth": 3.0,
        "editorMode": "ace/mode/scala",
        "enabled": true,
        "title": true,
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 91.3125,
              "optionOpen": false,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "scala",
          "editOnDblClick": false
        },
        "editorHide": false,
        "tableHide": false
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\ns: String \u003d Hello R from Scala\n\nb: Integer \u003d 42\n\na: Array[Double] \u003d Array(30.1, 20.0)\n\nm: Array[Array[Int]] \u003d Array(Array(1, 4), Array(8, 16))\n\nv: scala.collection.immutable.Vector[Int] \u003d Vector(1, 2, 3, 4)\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1429862281402_-79250404",
      "id": "20150424-095801_125725189",
      "dateCreated": "Apr 24, 2015 9:58:01 AM",
      "dateStarted": "Jan 29, 2017 2:43:19 AM",
      "dateFinished": "Jan 29, 2017 2:43:21 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Read from R the Scala Variables",
      "text": "%r\nz.get(\"s\")\nz.get(\"b\")\nprint(unlist(z.get(\"a\")))\nprint(unlist(z.get(\"m\")))\nz.get(\"v\")",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:52:53 AM",
      "config": {
        "colWidth": 3.0,
        "editorMode": "ace/mode/r",
        "enabled": true,
        "title": true,
        "results": [
          {
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              "optionOpen": false,
              "keys": [],
              "values": [],
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              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "r",
          "editOnDblClick": false
        },
        "editorHide": false
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\n[1] “Hello R from Scala”\n[1] 42\n[1] 30.1 20.0\n[1]  1  4  8 16\nJava ref type scala.collection.immutable.Vector id 97 \n\n\n\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1438930802740_-1781296534",
      "id": "20150807-090002_1514685133",
      "dateCreated": "Aug 7, 2015 9:00:02 AM",
      "dateStarted": "Jan 29, 2017 2:51:36 AM",
      "dateFinished": "Jan 29, 2017 2:51:36 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Write R to Scala",
      "text": "%r\ns \u003c- \"Hello Scala from R\"\nprint(s)\nz.put(\"rs\", s)\nb \u003c- TRUE\nprint(b)\nz.put(\"rb\", b)\nd \u003c- 15.0\nprint(d)\nz.put(\"rd\", d)\nm \u003c- c(2.4, 2.5, 4)\nprint(m)\nz.put(\"rm\", m)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:52:55 AM",
      "config": {
        "colWidth": 3.0,
        "enabled": true,
        "editorMode": "ace/mode/r",
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        "results": [
          {
            "graph": {
              "mode": "table",
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              "optionOpen": false,
              "keys": [],
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            }
          }
        ],
        "editorSetting": {
          "language": "r",
          "editOnDblClick": false
        },
        "editorHide": false
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\n[1] “Hello Scala from R”\nNULL\n[1] TRUE\nNULL\n[1] 15\nNULL\n[1] 2.4 2.5 4.0\nNULL\n\n\n\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1455137934157_-1786381957",
      "id": "20160210-215854_620520530",
      "dateCreated": "Feb 10, 2016 9:58:54 AM",
      "dateStarted": "Jan 29, 2017 2:43:28 AM",
      "dateFinished": "Jan 29, 2017 2:43:28 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Read from Scala the R Variables",
      "text": "%spark\nprintln(\"rs \u003d \"+ z.get(\"rs\"))\nprintln(\"rb \u003d \"+ z.get(\"rb\"))\nprintln(\"rd \u003d \"+ z.get(\"rd\"))\nprintln(\"rm \u003d \"+ z.get(\"rm\"))\n// println(z.get(\"rm\").getClass)\n// println(\"rm \u003d \"+ z.get(\"rm\").asInstanceOf[Array[Double]].toSeq)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:52:58 AM",
      "config": {
        "colWidth": 3.0,
        "enabled": true,
        "editorMode": "ace/mode/scala",
        "title": true,
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 90.64583587646484,
              "optionOpen": false,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "scala",
          "editOnDblClick": false
        },
        "editorHide": false,
        "tableHide": false
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "rs \u003d Hello Scala from R\nrb \u003d true\nrd \u003d 15.0\nrm \u003d 2.4\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1455138066039_1048230112",
      "id": "20160210-220106_141884849",
      "dateCreated": "Feb 10, 2016 10:01:06 AM",
      "dateStarted": "Jan 29, 2017 2:43:35 AM",
      "dateFinished": "Jan 29, 2017 2:43:35 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Create a Spark Dataframe",
      "text": "%spark\nimport org.apache.commons.io.IOUtils\nimport java.net.URL\nimport java.nio.charset.Charset\n\nval bankText \u003d sc.parallelize(\n    IOUtils.toString(\n        new URL(\"https://s3.amazonaws.com/apache-zeppelin/tutorial/bank/bank.csv\"),\n        Charset.forName(\"utf8\")).split(\"\\n\"))\n\ncase class Bank(age: Integer, job: String, marital: String, education: String, balance: Integer)\n\nval bank \u003d bankText.map(s \u003d\u003e s.split(\";\")).filter(s \u003d\u003e s(0) !\u003d \"\\\"age\\\"\").map(\n    s \u003d\u003e Bank(s(0).toInt, \n            s(1).replaceAll(\"\\\"\", \"\"),\n            s(2).replaceAll(\"\\\"\", \"\"),\n            s(3).replaceAll(\"\\\"\", \"\"),\n            s(5).replaceAll(\"\\\"\", \"\").toInt\n        )\n).toDF()\nbank.registerTempTable(\"bank\")",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:46:25 AM",
      "config": {
        "colWidth": 6.0,
        "enabled": true,
        "lineNumbers": false,
        "title": true,
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 91.27083587646484,
              "optionOpen": false,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "scala",
          "editOnDblClick": false
        },
        "editorMode": "ace/mode/scala",
        "editorHide": false,
        "tableHide": false
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\nimport org.apache.commons.io.IOUtils\n\nimport java.net.URL\n\nimport java.nio.charset.Charset\n\nbankText: org.apache.spark.rdd.RDD[String] \u003d ParallelCollectionRDD[0] at parallelize at \u003cconsole\u003e:32\n\ndefined class Bank\n\nbank: org.apache.spark.sql.DataFrame \u003d [age: int, job: string, marital: string, education: string, balance: int]\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1455142039343_-233762796",
      "id": "20160210-230719_2111095838",
      "dateCreated": "Feb 10, 2016 11:07:19 AM",
      "dateStarted": "Jan 29, 2017 2:43:40 AM",
      "dateFinished": "Jan 29, 2017 2:43:45 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Read the Spark Dataframe from R",
      "text": "%r\n\ndf \u003c- sql(sqlContext, \"select count(*) from bank\")\nprintSchema(df)\nSparkR::head(df)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:43:46 AM",
      "config": {
        "colWidth": 6.0,
        "enabled": true,
        "editorMode": "ace/mode/r",
        "tableHide": false,
        "title": true,
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 110.64583587646484,
              "optionOpen": false,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "r",
          "editOnDblClick": false
        }
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\nroot\n |– _c0: long (nullable \u003d false)\n   _c0\n1 4521\n\n\n\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1455142043062_1598026718",
      "id": "20160210-230723_1811469598",
      "dateCreated": "Feb 10, 2016 11:07:23 AM",
      "dateStarted": "Jan 29, 2017 2:43:47 AM",
      "dateFinished": "Jan 29, 2017 2:43:49 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Query with Spark Dataframe with SQL",
      "text": "%sql select count(*) as count from bank",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:47:05 AM",
      "config": {
        "colWidth": 6.0,
        "enabled": true,
        "editorMode": "ace/mode/sql",
        "title": true,
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 126.25,
              "optionOpen": true,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            },
            "helium": {}
          }
        ],
        "editorSetting": {
          "language": "sql",
          "editOnDblClick": false
        }
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TABLE",
            "data": "count\n4521\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1455142050697_-1353382095",
      "id": "20160210-230730_1259663883",
      "dateCreated": "Feb 10, 2016 11:07:30 AM",
      "dateStarted": "Jan 29, 2017 2:43:55 AM",
      "dateFinished": "Jan 29, 2017 2:43:55 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Create a R Dataframe",
      "text": "%r \n\nlocalNames \u003c- data.frame(name\u003dc(\"John\", \"Smith\", \"Sarah\"), budget\u003dc(19, 53, 18))\nnames \u003c- createDataFrame(sqlContext, localNames)\nprintSchema(names)\nregisterTempTable(names, \"names\")\n\n# SparkR::head(names)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 3:19:59 AM",
      "config": {
        "colWidth": 12.0,
        "enabled": true,
        "title": true,
        "editorMode": "ace/mode/r",
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 84.64583587646484,
              "optionOpen": false,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "r",
          "editOnDblClick": false
        },
        "editorHide": false
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\nroot\n |– name: string (nullable \u003d true)\n |– budget: double (nullable \u003d true)\n\n\n\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1455142112413_519883679",
      "id": "20160210-230832_1847721959",
      "dateCreated": "Feb 10, 2016 11:08:32 AM",
      "dateStarted": "Jan 29, 2017 2:43:58 AM",
      "dateFinished": "Jan 29, 2017 2:43:58 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Read the R Dataframe from Spark",
      "text": "sqlc.sql(\"select * from names\").head",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:47:18 AM",
      "config": {
        "colWidth": 12.0,
        "enabled": true,
        "editorMode": "ace/mode/scala",
        "title": true,
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 92.64583587646484,
              "optionOpen": false,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "scala",
          "editOnDblClick": true
        },
        "editorHide": false,
        "tableHide": false
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TEXT",
            "data": "\nres11: org.apache.spark.sql.Row \u003d [John,19.0]\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1455188357108_95477841",
      "id": "20160211-115917_445850505",
      "dateCreated": "Feb 11, 2016 11:59:17 AM",
      "dateStarted": "Jan 29, 2017 2:44:08 AM",
      "dateFinished": "Jan 29, 2017 2:44:09 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "Query the R Datafame with SQL",
      "text": "%sql select * from names\n",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:47:29 AM",
      "config": {
        "colWidth": 12.0,
        "enabled": true,
        "editorMode": "ace/mode/sql",
        "title": true,
        "results": [
          {
            "graph": {
              "mode": "pieChart",
              "height": 263.3125,
              "optionOpen": false,
              "keys": [
                {
                  "name": "name",
                  "index": 0.0,
                  "aggr": "sum"
                }
              ],
              "values": [
                {
                  "name": "budget",
                  "index": 1.0,
                  "aggr": "sum"
                }
              ],
              "groups": [],
              "scatter": {
                "xAxis": {
                  "name": "name",
                  "index": 0.0,
                  "aggr": "sum"
                }
              },
              "setting": {
                "multiBarChart": {}
              },
              "commonSetting": {}
            },
            "helium": {}
          }
        ],
        "editorSetting": {
          "language": "sql",
          "editOnDblClick": false
        }
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "TABLE",
            "data": "name\tbudget\nJohn\t19.0\nSmith\t53.0\nSarah\t18.0\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1455142115582_-1840950897",
      "id": "20160210-230835_19876971",
      "dateCreated": "Feb 10, 2016 11:08:35 AM",
      "dateStarted": "Jan 29, 2017 2:44:11 AM",
      "dateFinished": "Jan 29, 2017 2:44:11 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "GoogleVis: Bar Chart",
      "text": "%r\nlibrary(googleVis)\ndf\u003ddata.frame(country\u003dc(\"US\", \"GB\", \"BR\"), \n              val1\u003dc(10,13,14), \n              val2\u003dc(23,12,32))\nBar \u003c- gvisBarChart(df)\nprint(Bar, tag \u003d \u0027chart\u0027)\n",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 3:16:38 AM",
      "config": {
        "colWidth": 4.0,
        "enabled": true,
        "results": {
          "0": {
            "graph": {
              "mode": "table",
              "height": 300.0,
              "optionOpen": false
            }
          }
        },
        "editorSetting": {
          "language": "r",
          "editOnDblClick": false
        },
        "editorMode": "ace/mode/r",
        "editorHide": false,
        "tableHide": false,
        "title": true
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "HTML",
            "data": "\n\u003c!-- BarChart generated in R 3.3.2 by googleVis 0.6.2 package --\u003e\n\n\u003c!-- Sun Jan 29 03:11:34 2017 --\u003e\n\n\u003c!-- jsHeader --\u003e\n\n\u003cscript type\u003d\"text/javascript\"\u003e\n \n// jsData \nfunction gvisDataBarChartID17e4878cf808c () {\nvar data \u003d new google.visualization.DataTable();\nvar datajson \u003d\n[\n [\n\"US\",\n10,\n23\n],\n[\n\"GB\",\n13,\n12\n],\n[\n\"BR\",\n14,\n32\n] \n];\ndata.addColumn(\u0027string\u0027,\u0027country\u0027);\ndata.addColumn(\u0027number\u0027,\u0027val1\u0027);\ndata.addColumn(\u0027number\u0027,\u0027val2\u0027);\ndata.addRows(datajson);\nreturn(data);\n}\n \n// jsDrawChart\nfunction drawChartBarChartID17e4878cf808c() {\nvar data \u003d gvisDataBarChartID17e4878cf808c();\nvar options \u003d {};\noptions[\"allowHtml\"] \u003d true;\n\n    var chart \u003d new google.visualization.BarChart(\n    document.getElementById(\u0027BarChartID17e4878cf808c\u0027)\n    );\n    chart.draw(data,options);\n    \n\n}\n  \n \n// jsDisplayChart\n(function() {\nvar pkgs \u003d window.__gvisPackages \u003d window.__gvisPackages || [];\nvar callbacks \u003d window.__gvisCallbacks \u003d window.__gvisCallbacks || [];\nvar chartid \u003d \"corechart\";\n  \n// Manually see if chartid is in pkgs (not all browsers support Array.indexOf)\nvar i, newPackage \u003d true;\nfor (i \u003d 0; newPackage \u0026\u0026 i \u003c pkgs.length; i++) {\nif (pkgs[i] \u003d\u003d\u003d chartid)\nnewPackage \u003d false;\n}\nif (newPackage)\n  pkgs.push(chartid);\n  \n// Add the drawChart function to the global list of callbacks\ncallbacks.push(drawChartBarChartID17e4878cf808c);\n})();\nfunction displayChartBarChartID17e4878cf808c() {\n  var pkgs \u003d window.__gvisPackages \u003d window.__gvisPackages || [];\n  var callbacks \u003d window.__gvisCallbacks \u003d window.__gvisCallbacks || [];\n  window.clearTimeout(window.__gvisLoad);\n  // The timeout is set to 100 because otherwise the container div we are\n  // targeting might not be part of the document yet\n  window.__gvisLoad \u003d setTimeout(function() {\n  var pkgCount \u003d pkgs.length;\n  google.load(\"visualization\", \"1\", { packages:pkgs, callback: function() {\n  if (pkgCount !\u003d pkgs.length) {\n  // Race condition where another setTimeout call snuck in after us; if\n  // that call added a package, we must not shift its callback\n  return;\n}\nwhile (callbacks.length \u003e 0)\ncallbacks.shift()();\n} });\n}, 100);\n}\n \n// jsFooter\n\u003c/script\u003e\n \n\n\u003c!-- jsChart --\u003e  \n\n\u003cscript type\u003d\"text/javascript\" src\u003d\"https://www.google.com/jsapi?callback\u003ddisplayChartBarChartID17e4878cf808c\"\u003e\u003c/script\u003e\n \n\n\u003c!-- divChart --\u003e\n\n\u003cdiv id\u003d\"BarChartID17e4878cf808c\" style\u003d\"width: 500; height: automatic;\"\u003e\n\u003c/div\u003e\n\n\n\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1485626417184_-1153542135",
      "id": "20170129-030017_426747323",
      "dateCreated": "Jan 29, 2017 3:00:17 AM",
      "dateStarted": "Jan 29, 2017 3:11:33 AM",
      "dateFinished": "Jan 29, 2017 3:11:34 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "GoogleVis: Candlestick Chart",
      "text": "%r\nlibrary(googleVis)\n\nCandle \u003c- gvisCandlestickChart(OpenClose, \n                               options\u003dlist(legend\u003d\u0027none\u0027))\n\nprint(Candle, tag \u003d \u0027chart\u0027)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 3:16:35 AM",
      "config": {
        "colWidth": 4.0,
        "enabled": true,
        "results": {
          "0": {
            "graph": {
              "mode": "table",
              "height": 84.64583587646484,
              "optionOpen": false
            }
          }
        },
        "editorSetting": {
          "language": "r",
          "editOnDblClick": true
        },
        "editorMode": "ace/mode/r",
        "editorHide": false,
        "tableHide": false,
        "title": true
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "HTML",
            "data": "\n\u003c!-- CandlestickChart generated in R 3.3.2 by googleVis 0.6.2 package --\u003e\n\n\u003c!-- Sun Jan 29 03:16:15 2017 --\u003e\n\n\u003c!-- jsHeader --\u003e\n\n\u003cscript type\u003d\"text/javascript\"\u003e\n \n// jsData \nfunction gvisDataCandlestickChartID17e4862e18e15 () {\nvar data \u003d new google.visualization.DataTable();\nvar datajson \u003d\n[\n [\n\"Mon\",\n20,\n28,\n38,\n45\n],\n[\n\"Tues\",\n31,\n38,\n55,\n66\n],\n[\n\"Wed\",\n50,\n55,\n77,\n80\n],\n[\n\"Thurs\",\n50,\n77,\n66,\n77\n],\n[\n\"Fri\",\n15,\n66,\n22,\n68\n] \n];\ndata.addColumn(\u0027string\u0027,\u0027Weekday\u0027);\ndata.addColumn(\u0027number\u0027,\u0027Low\u0027);\ndata.addColumn(\u0027number\u0027,\u0027Open\u0027);\ndata.addColumn(\u0027number\u0027,\u0027Close\u0027);\ndata.addColumn(\u0027number\u0027,\u0027High\u0027);\ndata.addRows(datajson);\nreturn(data);\n}\n \n// jsDrawChart\nfunction drawChartCandlestickChartID17e4862e18e15() {\nvar data \u003d gvisDataCandlestickChartID17e4862e18e15();\nvar options \u003d {};\noptions[\"allowHtml\"] \u003d true;\noptions[\"legend\"] \u003d \"none\";\n\n    var chart \u003d new google.visualization.CandlestickChart(\n    document.getElementById(\u0027CandlestickChartID17e4862e18e15\u0027)\n    );\n    chart.draw(data,options);\n    \n\n}\n  \n \n// jsDisplayChart\n(function() {\nvar pkgs \u003d window.__gvisPackages \u003d window.__gvisPackages || [];\nvar callbacks \u003d window.__gvisCallbacks \u003d window.__gvisCallbacks || [];\nvar chartid \u003d \"corechart\";\n  \n// Manually see if chartid is in pkgs (not all browsers support Array.indexOf)\nvar i, newPackage \u003d true;\nfor (i \u003d 0; newPackage \u0026\u0026 i \u003c pkgs.length; i++) {\nif (pkgs[i] \u003d\u003d\u003d chartid)\nnewPackage \u003d false;\n}\nif (newPackage)\n  pkgs.push(chartid);\n  \n// Add the drawChart function to the global list of callbacks\ncallbacks.push(drawChartCandlestickChartID17e4862e18e15);\n})();\nfunction displayChartCandlestickChartID17e4862e18e15() {\n  var pkgs \u003d window.__gvisPackages \u003d window.__gvisPackages || [];\n  var callbacks \u003d window.__gvisCallbacks \u003d window.__gvisCallbacks || [];\n  window.clearTimeout(window.__gvisLoad);\n  // The timeout is set to 100 because otherwise the container div we are\n  // targeting might not be part of the document yet\n  window.__gvisLoad \u003d setTimeout(function() {\n  var pkgCount \u003d pkgs.length;\n  google.load(\"visualization\", \"1\", { packages:pkgs, callback: function() {\n  if (pkgCount !\u003d pkgs.length) {\n  // Race condition where another setTimeout call snuck in after us; if\n  // that call added a package, we must not shift its callback\n  return;\n}\nwhile (callbacks.length \u003e 0)\ncallbacks.shift()();\n} });\n}, 100);\n}\n \n// jsFooter\n\u003c/script\u003e\n \n\n\u003c!-- jsChart --\u003e  \n\n\u003cscript type\u003d\"text/javascript\" src\u003d\"https://www.google.com/jsapi?callback\u003ddisplayChartCandlestickChartID17e4862e18e15\"\u003e\u003c/script\u003e\n \n\n\u003c!-- divChart --\u003e\n\n\u003cdiv id\u003d\"CandlestickChartID17e4862e18e15\" style\u003d\"width: 500; height: automatic;\"\u003e\n\u003c/div\u003e\n\n\n\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1485627113560_-130863711",
      "id": "20170129-031153_758721410",
      "dateCreated": "Jan 29, 2017 3:11:53 AM",
      "dateStarted": "Jan 29, 2017 3:16:15 AM",
      "dateFinished": "Jan 29, 2017 3:16:15 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "GoogleVis: Line chart",
      "text": "%r\nlibrary(googleVis)\ndf\u003ddata.frame(country\u003dc(\"US\", \"GB\", \"BR\"), \n              val1\u003dc(10,13,14), \n              val2\u003dc(23,12,32))\n\nLine \u003c- gvisLineChart(df)\n\nprint(Line, tag \u003d \u0027chart\u0027)\n",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 3:17:31 AM",
      "config": {
        "colWidth": 4.0,
        "enabled": true,
        "editorMode": "ace/mode/r",
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 61.458335876464844,
              "optionOpen": false
            }
          }
        ],
        "editorSetting": {
          "language": "r",
          "editOnDblClick": true
        },
        "editorHide": false,
        "tableHide": false,
        "title": true
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
            "type": "HTML",
            "data": "\n\u003c!-- LineChart generated in R 3.3.2 by googleVis 0.6.2 package --\u003e\n\n\u003c!-- Sun Jan 29 03:17:08 2017 --\u003e\n\n\u003c!-- jsHeader --\u003e\n\n\u003cscript type\u003d\"text/javascript\"\u003e\n \n// jsData \nfunction gvisDataLineChartID17e4818619a5d () {\nvar data \u003d new google.visualization.DataTable();\nvar datajson \u003d\n[\n [\n\"US\",\n10,\n23\n],\n[\n\"GB\",\n13,\n12\n],\n[\n\"BR\",\n14,\n32\n] \n];\ndata.addColumn(\u0027string\u0027,\u0027country\u0027);\ndata.addColumn(\u0027number\u0027,\u0027val1\u0027);\ndata.addColumn(\u0027number\u0027,\u0027val2\u0027);\ndata.addRows(datajson);\nreturn(data);\n}\n \n// jsDrawChart\nfunction drawChartLineChartID17e4818619a5d() {\nvar data \u003d gvisDataLineChartID17e4818619a5d();\nvar options \u003d {};\noptions[\"allowHtml\"] \u003d true;\n\n    var chart \u003d new google.visualization.LineChart(\n    document.getElementById(\u0027LineChartID17e4818619a5d\u0027)\n    );\n    chart.draw(data,options);\n    \n\n}\n  \n \n// jsDisplayChart\n(function() {\nvar pkgs \u003d window.__gvisPackages \u003d window.__gvisPackages || [];\nvar callbacks \u003d window.__gvisCallbacks \u003d window.__gvisCallbacks || [];\nvar chartid \u003d \"corechart\";\n  \n// Manually see if chartid is in pkgs (not all browsers support Array.indexOf)\nvar i, newPackage \u003d true;\nfor (i \u003d 0; newPackage \u0026\u0026 i \u003c pkgs.length; i++) {\nif (pkgs[i] \u003d\u003d\u003d chartid)\nnewPackage \u003d false;\n}\nif (newPackage)\n  pkgs.push(chartid);\n  \n// Add the drawChart function to the global list of callbacks\ncallbacks.push(drawChartLineChartID17e4818619a5d);\n})();\nfunction displayChartLineChartID17e4818619a5d() {\n  var pkgs \u003d window.__gvisPackages \u003d window.__gvisPackages || [];\n  var callbacks \u003d window.__gvisCallbacks \u003d window.__gvisCallbacks || [];\n  window.clearTimeout(window.__gvisLoad);\n  // The timeout is set to 100 because otherwise the container div we are\n  // targeting might not be part of the document yet\n  window.__gvisLoad \u003d setTimeout(function() {\n  var pkgCount \u003d pkgs.length;\n  google.load(\"visualization\", \"1\", { packages:pkgs, callback: function() {\n  if (pkgCount !\u003d pkgs.length) {\n  // Race condition where another setTimeout call snuck in after us; if\n  // that call added a package, we must not shift its callback\n  return;\n}\nwhile (callbacks.length \u003e 0)\ncallbacks.shift()();\n} });\n}, 100);\n}\n \n// jsFooter\n\u003c/script\u003e\n \n\n\u003c!-- jsChart --\u003e  \n\n\u003cscript type\u003d\"text/javascript\" src\u003d\"https://www.google.com/jsapi?callback\u003ddisplayChartLineChartID17e4818619a5d\"\u003e\u003c/script\u003e\n \n\n\u003c!-- divChart --\u003e\n\n\u003cdiv id\u003d\"LineChartID17e4818619a5d\" style\u003d\"width: 500; height: automatic;\"\u003e\n\u003c/div\u003e\n\n\n\n"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1455138857313_92355963",
      "id": "20160210-221417_1400405266",
      "dateCreated": "Feb 10, 2016 10:14:17 AM",
      "dateStarted": "Jan 29, 2017 3:17:08 AM",
      "dateFinished": "Jan 29, 2017 3:17:08 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "text": "%r pairs(iris)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 2:58:27 AM",
      "config": {
        "colWidth": 4.0,
        "enabled": true,
        "editorMode": "ace/mode/r",
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 1857.0,
              "optionOpen": false,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "r",
          "editOnDblClick": false
        }
      },
      "settings": {
        "params": {},
        "forms": {}
      },
      "results": {
        "code": "SUCCESS",
        "msg": [
          {
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      "dateFinished": "Jan 29, 2017 2:58:25 AM",
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      "text": "%r\nlibrary(ggplot2)\npres_rating \u003c- data.frame(\n  rating \u003d as.numeric(presidents),\n  year \u003d as.numeric(floor(time(presidents))),\n  quarter \u003d as.numeric(cycle(presidents))\n)\np \u003c- ggplot(pres_rating, aes(x\u003dyear, y\u003dquarter, fill\u003drating))\np + geom_raster()",
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      "dateUpdated": "Jan 29, 2017 3:04:03 AM",
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\u003d\" alt\u003d\"plot of chunk unnamed-chunk-1\" width\u003d\"100%\"\u003e\u003c/p\u003e"
          }
        ]
      },
      "apps": [],
      "jobName": "paragraph_1438930880648_-1572054429",
      "id": "20150807-090120_1060568667",
      "dateCreated": "Aug 7, 2015 9:01:20 AM",
      "dateStarted": "Jan 29, 2017 3:04:03 AM",
      "dateFinished": "Jan 29, 2017 3:04:04 AM",
      "status": "FINISHED",
      "progressUpdateIntervalMs": 500
    },
    {
      "title": "GoogleViz: Bubble Chart",
      "text": "%r\nlibrary(googleVis)\nbubble \u003c- gvisBubbleChart(Fruits, idvar\u003d\"Fruit\", \n                          xvar\u003d\"Sales\", yvar\u003d\"Expenses\",\n                          colorvar\u003d\"Year\", sizevar\u003d\"Profit\",\n                          options\u003dlist(\n                            hAxis\u003d\u0027{minValue:75, maxValue:125}\u0027))\nprint(bubble, tag \u003d \u0027chart\u0027)",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 3:14:35 AM",
      "config": {
        "colWidth": 6.0,
        "enabled": true,
        "editorMode": "ace/mode/r",
        "title": true,
        "results": [
          {
            "graph": {
              "mode": "table",
              "height": 189.6666717529297,
              "optionOpen": false,
              "keys": [],
              "values": [],
              "groups": [],
              "scatter": {}
            }
          }
        ],
        "editorSetting": {
          "language": "r",
          "editOnDblClick": false
        },
        "editorHide": false
      },
      "settings": {
        "params": {},
        "forms": {}
      },
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      "title": "GoogleViz: Geo Chart",
      "text": "%r\nlibrary(googleVis)\ngeo \u003d gvisGeoChart(Exports, locationvar \u003d \"Country\", colorvar\u003d\"Profit\", options\u003dlist(Projection \u003d \"kavrayskiy-vii\"))\nprint(geo, tag \u003d \u0027chart\u0027)",
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            "data": "\n\u003c!-- GeoChart generated in R 3.3.2 by googleVis 0.6.2 package --\u003e\n\n\u003c!-- Sun Jan 29 03:14:38 2017 --\u003e\n\n\u003c!-- jsHeader --\u003e\n\n\u003cscript type\u003d\"text/javascript\"\u003e\n \n// jsData \nfunction gvisDataGeoChartID17e485996beba () {\nvar data \u003d new google.visualization.DataTable();\nvar datajson \u003d\n[\n [\n\"Germany\",\n3\n],\n[\n\"Brazil\",\n4\n],\n[\n\"United States\",\n5\n],\n[\n\"France\",\n4\n],\n[\n\"Hungary\",\n3\n],\n[\n\"India\",\n2\n],\n[\n\"Iceland\",\n1\n],\n[\n\"Norway\",\n4\n],\n[\n\"Spain\",\n5\n],\n[\n\"Turkey\",\n1\n] \n];\ndata.addColumn(\u0027string\u0027,\u0027Country\u0027);\ndata.addColumn(\u0027number\u0027,\u0027Profit\u0027);\ndata.addRows(datajson);\nreturn(data);\n}\n \n// jsDrawChart\nfunction drawChartGeoChartID17e485996beba() {\nvar data \u003d gvisDataGeoChartID17e485996beba();\nvar options \u003d {};\noptions[\"width\"] \u003d 556;\noptions[\"height\"] \u003d 347;\noptions[\"Projection\"] \u003d \"kavrayskiy-vii\";\n\n    var chart \u003d new google.visualization.GeoChart(\n    document.getElementById(\u0027GeoChartID17e485996beba\u0027)\n    );\n    chart.draw(data,options);\n    \n\n}\n  \n \n// jsDisplayChart\n(function() {\nvar pkgs \u003d window.__gvisPackages \u003d window.__gvisPackages || [];\nvar callbacks \u003d window.__gvisCallbacks \u003d window.__gvisCallbacks || [];\nvar chartid \u003d \"geochart\";\n  \n// Manually see if chartid is in pkgs (not all browsers support Array.indexOf)\nvar i, newPackage \u003d true;\nfor (i \u003d 0; newPackage \u0026\u0026 i \u003c pkgs.length; i++) {\nif (pkgs[i] \u003d\u003d\u003d chartid)\nnewPackage \u003d false;\n}\nif (newPackage)\n  pkgs.push(chartid);\n  \n// Add the drawChart function to the global list of callbacks\ncallbacks.push(drawChartGeoChartID17e485996beba);\n})();\nfunction displayChartGeoChartID17e485996beba() {\n  var pkgs \u003d window.__gvisPackages \u003d window.__gvisPackages || [];\n  var callbacks \u003d window.__gvisCallbacks \u003d window.__gvisCallbacks || [];\n  window.clearTimeout(window.__gvisLoad);\n  // The timeout is set to 100 because otherwise the container div we are\n  // targeting might not be part of the document yet\n  window.__gvisLoad \u003d setTimeout(function() {\n  var pkgCount \u003d pkgs.length;\n  google.load(\"visualization\", \"1\", { packages:pkgs, callback: function() {\n  if (pkgCount !\u003d pkgs.length) {\n  // Race condition where another setTimeout call snuck in after us; if\n  // that call added a package, we must not shift its callback\n  return;\n}\nwhile (callbacks.length \u003e 0)\ncallbacks.shift()();\n} });\n}, 100);\n}\n \n// jsFooter\n\u003c/script\u003e\n \n\n\u003c!-- jsChart --\u003e  \n\n\u003cscript type\u003d\"text/javascript\" src\u003d\"https://www.google.com/jsapi?callback\u003ddisplayChartGeoChartID17e485996beba\"\u003e\u003c/script\u003e\n \n\n\u003c!-- divChart --\u003e\n\n\u003cdiv id\u003d\"GeoChartID17e485996beba\" style\u003d\"width: 556; height: 347;\"\u003e\n\u003c/div\u003e\n\n\n\n"
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    {
      "text": "%md\n\n## Congratulations, it\u0027s done.\n### You can create your own notebook in \u0027Notebook\u0027 menu. Good luck!",
      "user": "anonymous",
      "dateUpdated": "Jan 29, 2017 3:12:06 AM",
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            "type": "HTML",
            "data": "\u003cdiv class\u003d\"markdown-body\"\u003e\n\u003ch2\u003eCongratulations, it\u0026rsquo;s done.\u003c/h2\u003e\n\u003ch3\u003eYou can create your own notebook in \u0026lsquo;Notebook\u0026rsquo; menu. Good luck!\u003c/h3\u003e\n\u003c/div\u003e"
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