example_ggplot.R

require(ggplot2)
members <- jsonlite::fromJSON(readLines('https://gist.githubusercontent.com/neerajt/6f0ff957e7ff3adab63471460cade5d5/raw/55e3b7691aefe8e1c1dca7543dd4d41c8b5bee09/members.json'))
plt <- ggplot(members, aes(x=Date, y=TotalMembers)) +
  geom_point() + geom_point(aes(y = ActiveMembers), color="red") + 
  geom_point(aes(y = TotalMembers - ActiveMembers), color="blue")
print(plt)

example_vega-lite.json

{
  "layers": [
    {
      "description": "Members Over Time.",
      "data": {
        "url": "https://gist.githubusercontent.com/neerajt/6f0ff957e7ff3adab63471460cade5d5/raw/237be0a67833f4d6cdf819142865fa88767619b2/members.json",
        "format": {"type": "json"}
      },
      "mark": "line",
      "encoding": {
        "x": {"field": "Date","type": "temporal"},
        "y": {"field": "ActiveMembers","type": "quantitative"},
        "color": {"value": "red"}
      }
    },
    {
      "description": "Active Members Over Time.",
      "data": {
        "url": "https://gist.githubusercontent.com/neerajt/6f0ff957e7ff3adab63471460cade5d5/raw/237be0a67833f4d6cdf819142865fa88767619b2/members.json",
        "format": {"type": "json"}
      },
      "mark": "line",
      "encoding": {
        "x": {"field": "Date","type": "temporal"},
        "y": {"field": "TotalMembers","type": "quantitative"},
        "color": {"value": "black"}
      }
    },
    {
      "description": "Inactive Members Over Time.",
      "data":{
                "url": "https://gist.githubusercontent.com/neerajt/6f0ff957e7ff3adab63471460cade5d5/raw/237be0a67833f4d6cdf819142865fa88767619b2/members.json",
                "format": {"type": "json"}
      },
      "transform": {
        "calculate": [{"field": "InactiveMembers", "expr": "datum.TotalMembers - datum.ActiveMembers"}]
      },
      "mark": "line",
      "encoding": {
        "x": {"field": "Date", "type": "temporal"},
        "y": {"field": "InactiveMembers","type": "quantitative"},
        "color": {"value": "blue"}
      }
    }
    
  ]
}

members.csv

members.json

[{"Date":"2013-10-25","TotalMembers":1,"ActiveMembers":1},{"Date":"2013-10-26","TotalMembers":1,"ActiveMembers":1},{"Date":"2013-10-27","TotalMembers":1,"ActiveMembers":1},{"Date":"2013-10-28","TotalMembers":14,"ActiveMembers":14},{"Date":"2013-10-29","TotalMembers":20,"ActiveMembers":20},{"Date":"2013-10-30","TotalMembers":23,"ActiveMembers":23},{"Date":"2013-10-31","TotalMembers":26,"ActiveMembers":26},{"Date":"2013-11-01","TotalMembers":30,"ActiveMembers":30},{"Date":"2013-11-02","TotalMembers":32,"ActiveMembers":32},{"Date":"2013-11-03","TotalMembers":32,"ActiveMembers":32},{"Date":"2013-11-04","TotalMembers":33,"ActiveMembers":33},{"Date":"2013-11-05","TotalMembers":37,"ActiveMembers":37},{"Date":"2013-11-06","TotalMembers":39,"ActiveMembers":39},{"Date":"2013-11-07","TotalMembers":39,"ActiveMembers":39},{"Date":"2013-11-08","TotalMembers":40,"ActiveMembers":40},{"Date":"2013-11-09","TotalMembers":41,"ActiveMembers":41},{"Date":"2013-11-10","TotalMembers":42,"ActiveMembers":42},{"Date":"2013-11-11","TotalMembers":42,"ActiveMembers":42},{"Date":"2013-11-12","TotalMembers":42,"ActiveMembers":42},{"Date":"2013-11-13","TotalMembers":42,"ActiveMembers":42},{"Date":"2013-11-14","TotalMembers":42,"ActiveMembers":42},{"Date":"2013-11-15","TotalMembers":42,"ActiveMembers":42},{"Date":"2013-11-16","TotalMembers":44,"ActiveMembers":44},{"Date":"2013-11-17","TotalMembers":44,"ActiveMembers":44},{"Date":"2013-11-18","TotalMembers":44,"ActiveMembers":44},{"Date":"2013-11-19","TotalMembers":44,"ActiveMembers":44},{"Date":"2013-11-20","TotalMembers":45,"ActiveMembers":45},{"Date":"2013-11-21","TotalMembers":47,"ActiveMembers":47},{"Date":"2013-11-22","TotalMembers":48,"ActiveMembers":48},{"Date":"2013-11-23","TotalMembers":49,"ActiveMembers":49},{"Date":"2013-11-24","TotalMembers":50,"ActiveMembers":50},{"Date":"2013-11-25","TotalMembers":51,"ActiveMembers":51},{"Date":"2013-11-26","TotalMembers":51,"ActiveMembers":51},{"Date":"2013-11-27","TotalMembers":51,"ActiveMembers":44},{"Date":"2013-11-28","TotalMembers":52,"ActiveMembers":43},{"Date":"2013-11-29","TotalMembers":52,"ActiveMembers":42},{"Date":"2013-11-30","TotalMembers":52,"ActiveMembers":41},{"Date":"2013-12-01","TotalMembers":52,"ActiveMembers":40},{"Date":"2013-12-02","TotalMembers":52,"ActiveMembers":40},{"Date":"2013-12-03","TotalMembers":53,"ActiveMembers":41},{"Date":"2013-12-04","TotalMembers":55,"ActiveMembers":44},{"Date":"2013-12-05","TotalMembers":55,"ActiveMembers":42},{"Date":"2013-12-06","TotalMembers":56,"ActiveMembers":42},{"Date":"2013-12-07","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-08","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-09","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-10","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-11","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-12","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-13","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-14","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-15","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-16","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-17","TotalMembers":57,"ActiveMembers":39},{"Date":"2013-12-18","TotalMembers":58,"ActiveMembers":40},{"Date":"2013-12-19","TotalMembers":58,"ActiveMembers":40},{"Date":"2013-12-20","TotalMembers":59,"ActiveMembers":42},{"Date":"2013-12-21","TotalMembers":59,"ActiveMembers":41},{"Date":"2013-12-22","TotalMembers":59,"ActiveMembers":41},{"Date":"2013-12-23","TotalMembers":59,"ActiveMembers":40},{"Date":"2013-12-24","TotalMembers":60,"ActiveMembers":41},{"Date":"2013-12-25","TotalMembers":60,"ActiveMembers":41},{"Date":"2013-12-26","TotalMembers":60,"ActiveMembers":41},{"Date":"2013-12-27","TotalMembers":60,"ActiveMembers":41},{"Date":"2013-12-28","TotalMembers":60,"ActiveMembers":39},{"Date":"2013-12-29","TotalMembers":60,"ActiveMembers":38},{"Date":"2013-12-30","TotalMembers":60,"ActiveMembers":38},{"Date":"2013-12-31","TotalMembers":60,"ActiveMembers":37},{"Date":"2014-01-01","TotalMembers":61,"ActiveMembers":37},{"Date":"2014-01-02","TotalMembers":61,"ActiveMembers":32},{"Date":"2014-01-03","TotalMembers":61,"ActiveMembers":25},{"Date":"2014-01-04","TotalMembers":62,"ActiveMembers":22},{"Date":"2014-01-05","TotalMembers":62,"ActiveMembers":21},{"Date":"2014-01-06","TotalMembers":64,"ActiveMembers":20},{"Date":"2014-01-07","TotalMembers":68,"ActiveMembers":25},{"Date":"2014-01-08","TotalMembers":70,"ActiveMembers":28},{"Date":"2014-01-09","TotalMembers":71,"ActiveMembers":29},{"Date":"2014-01-10","TotalMembers":71,"ActiveMembers":29},{"Date":"2014-01-11","TotalMembers":72,"ActiveMembers":30},{"Date":"2014-01-12","TotalMembers":73,"ActiveMembers":32},{"Date":"2014-01-13","TotalMembers":73,"ActiveMembers":32},{"Date":"2014-01-14","TotalMembers":75,"ActiveMembers":34},{"Date":"2014-01-15","TotalMembers":75,"ActiveMembers":34},{"Date":"2014-01-16","TotalMembers":75,"ActiveMembers":34},{"Date":"2014-01-17","TotalMembers":76,"ActiveMem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