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sp500 and vix nvd3 scatter with rCharts
Raw
code.R
require(rCharts)
#nvd3 rCharts do not show up in Rstudio viewer
#so turn viewer off
options(viewer=NULL)
require(quantmod)
getSymbols(c("^VIX","^GSPC"),from="2012-01-01")
roc <- ROC(
na.omit(merge(VIX[,4],GSPC[,4])),
n=1,
type="discrete"
)
#rCharts likes data frame better
#no direct support for xts yet
roc.df <- data.frame(
format(index(roc),"%b %d, %Y"),
format(index(roc),"%Y"),
roc[,1],
roc[,2]
)
colnames(roc.df) <- c("date","year","vix","spx")
n1 <- nPlot(
spx ~ vix,
group = "year",
data = roc.df,
type = "scatterChart"
)
n1$xAxis( #use d3 format to make percent format
tickFormat = "#!function(d){return d3.format('.2%')(d)}!#"
)
n1$yAxis( #use d3 format to make percent format
tickFormat = "#!function(d){return d3.format('.2%')(d)}!#"
)
n1$chart(
showDistX = T,
showDistY = T,
tooltipContent= # can style like regular html
"#!function(e,f,g,h){return '<h3>'+h.point.date+'</h3'}!#"
)
n1
Raw
index.html
<!doctype HTML>
<meta charset = 'utf-8'>
<html>
<head>
<link rel='stylesheet' href='http://cdnjs.cloudflare.com/ajax/libs/nvd3/1.1.14-beta/nv.d3.css'>
<script src='http://ajax.googleapis.com/ajax/libs/jquery/1.8.2/jquery.min.js' type='text/javascript'></script>
<script src='http://d3js.org/d3.v3.min.js' type='text/javascript'></script>
<script src='http://timelyportfolio.github.io/rCharts_nvd3_tests/libraries/widgets/nvd3/js/nv.d3.min-new.js' type='text/javascript'></script>
<style>
.rChart {
display: block;
margin-left: auto;
margin-right: auto;
width: 800px;
height: 400px;
}
</style>
</head>
<body >
<div id = 'chart1a704c1c2a0e' class = 'rChart nvd3'></div>
<script type='text/javascript'>
$(document).ready(function(){
drawchart1a704c1c2a0e()
});
function drawchart1a704c1c2a0e(){
var opts = {
"dom": "chart1a704c1c2a0e",
"width": 800,
"height": 400,
"x": "vix",
"y": "spx",
"group": "year",
"type": "scatterChart",
"id": "chart1a704c1c2a0e"
},
data = [
{
"date": "Jan 03, 2012",
"year": "2012",
"vix": null,
"spx": null
},
{
"date": "Jan 04, 2012",
"year": "2012",
"vix": -0.03265128428385,
"spx": 0.0001879316555213
},
{
"date": "Jan 05, 2012",
"year": "2012",
"vix": -0.03330333033303,
"spx": 0.002943709386988
},
{
"date": "Jan 06, 2012",
"year": "2012",
"vix": -0.03957169459963,
"spx": -0.002536961578693
},
{
"date": "Jan 09, 2012",
"year": "2012",
"vix": 0.02132816286961,
"spx": 0.002261682096713
},
{
"date": "Jan 10, 2012",
"year": "2012",
"vix": -0.01803512102515,
"spx": 0.008885765596939
},
{
"date": "Jan 11, 2012",
"year": "2012",
"vix": 0.01739971000483,
"spx": 0.0003095783542815
},
{
"date": "Jan 12, 2012",
"year": "2012",
"vix": -0.02755344418052,
"spx": 0.002336593216143
},
{
"date": "Jan 13, 2012",
"year": "2012",
"vix": 0.02149487054226,
"spx": -0.004947896565033
},
{
"date": "Jan 17, 2012",
"year": "2012",
"vix": 0.06169296987088,
"spx": 0.0035528939019
},
{
"date": "Jan 18, 2012",
"year": "2012",
"vix": -0.05900900900901,
"spx": 0.01110793324418
},
{
"date": "Jan 19, 2012",
"year": "2012",
"vix": -0.04882719004308,
"spx": 0.004938686890309
},
{
"date": "Jan 20, 2012",
"year": "2012",
"vix": -0.08002013085053,
"spx": 0.0006694560669458
},
{
"date": "Jan 23, 2012",
"year": "2012",
"vix": 0.02133479212254,
"spx": 0.0004713466830877
},
{
"date": "Jan 24, 2012",
"year": "2012",
"vix": 0.01285484734869,
"spx": -0.001025835866261
},
{
"date": "Jan 25, 2012",
"year": "2012",
"vix": -0.03172924378636,
"spx": 0.008679116114555
},
{
"date": "Jan 26, 2012",
"year": "2012",
"vix": 0.01419989077007,
"spx": -0.005753887456073
},
{
"date": "Jan 27, 2012",
"year": "2012",
"vix": -0.002154011847065,
"spx": -0.001592803561812
},
{
"date": "Jan 30, 2012",
"year": "2012",
"vix": 0.04695089044792,
"spx": -0.002522163895072
},
{
"date": "Jan 31, 2012",
"year": "2012",
"vix": 0.002061855670103,
"spx": -0.0004569652934859
},
{
"date": "Feb 01, 2012",
"year": "2012",
"vix": -0.04578189300412,
"spx": 0.008899657881302
},
{
"date": "Feb 02, 2012",
"year": "2012",
"vix": -0.03072776280323,
"spx": 0.001095091723372
},
{
"date": "Feb 03, 2012",
"year": "2012",
"vix": -0.04894327030033,
"spx": 0.01460536837817
},
{
"date": "Feb 06, 2012",
"year": "2012",
"vix": 0.03859649122807,
"spx": -0.0004238233325899
},
{
"date": "Feb 07, 2012",
"year": "2012",
"vix": -0.005067567567568,
"spx": 0.002023312728274
},
{
"date": "Feb 08, 2012",
"year": "2012",
"vix": 0.02773061686474,
"spx": 0.002160276159014
},
{
"date": "Feb 09, 2012",
"year": "2012",
"vix": 0.02588105726872,
"spx": 0.001474117751637
},
{
"date": "Feb 10, 2012",
"year": "2012",
"vix": 0.1148684916801,
"spx": -0.006886349347239
},
{
"date": "Feb 13, 2012",
"year": "2012",
"vix": -0.08329321136254,
"spx": 0.006800035750462
},
{
"date": "Feb 14, 2012",
"year": "2012",
"vix": 0.02626050420168,
"spx": -0.0009395089401303
},
{
"date": "Feb 15, 2012",
"year": "2012",
"vix": 0.08188331627431,
"spx": -0.005383191410589
},
{
"date": "Feb 16, 2012",
"year": "2012",
"vix": -0.09082308420057,
"spx": 0.01102566202363
},
{
"date": "Feb 17, 2012",
"year": "2012",
"vix": -0.07492195629553,
"spx": 0.002348973520662
},
{
"date": "Feb 21, 2012",
"year": "2012",
"vix": 0.02305961754781,
"spx": 0.000719937115697
},
{
"date": "Feb 22, 2012",
"year": "2012",
"vix": 0,
"spx": -0.003340160474523
},
{
"date": "Feb 23, 2012",
"year": "2012",
"vix": -0.07476635514019,
"spx": 0.004272056332219
},
{
"date": "Feb 24, 2012",
"year": "2012",
"vix": 0.02852049910873,
"spx": 0.001672216273305
},
{
"date": "Feb 27, 2012",
"year": "2012",
"vix": 0.05025996533795,
"spx": 0.001354577005872
},
{
"date": "Feb 28, 2012",
"year": "2012",
"vix": -0.01265126512651,
"spx": 0.003356269057247
},
{
"date": "Feb 29, 2012",
"year": "2012",
"vix": 0.02674094707521,
"spx": -0.004736987858736
},
{
"date": "Mar 01, 2012",
"year": "2012",
"vix": -0.06348345089528,
"spx": 0.006158104387558
},
{
"date": "Mar 02, 2012",
"year": "2012",
"vix": 0.001738122827346,
"spx": -0.003245784482821
},
{
"date": "Mar 05, 2012",
"year": "2012",
"vix": 0.04395604395604,
"spx": -0.003869658228865
},
{
"date": "Mar 06, 2012",
"year": "2012",
"vix": 0.1545706371191,
"spx": -0.01537018170091
},
{
"date": "Mar 07, 2012",
"year": "2012",
"vix": -0.08493282149712,
"spx": 0.006900607432111
},
{
"date": "Mar 08, 2012",
"year": "2012",
"vix": -0.05506030414263,
"spx": 0.00981791029328
},
{
"date": "Mar 09, 2012",
"year": "2012",
"vix": -0.05049944506104,
"spx": 0.003631278781179
},
{
"date": "Mar 12, 2012",
"year": "2012",
"vix": -0.08591466978375,
"spx": 0.0001604820296601
},
{
"date": "Mar 13, 2012",
"year": "2012",
"vix": -0.05818414322251,
"spx": 0.0181315595621
},
{
"date": "Mar 14, 2012",
"year": "2012",
"vix": 0.03937542430414,
"spx": -0.001196317919696
},
{
"date": "Mar 15, 2012",
"year": "2012",
"vix": 0.007838014369693,
"spx": 0.005967237570646
},
{
"date": "Mar 16, 2012",
"year": "2012",
"vix": -0.0648088139987,
"spx": 0.001119349778982
},
{
"date": "Mar 19, 2012",
"year": "2012",
"vix": 0.04227304227304,
"spx": 0.003973877806818
},
{
"date": "Mar 20, 2012",
"year": "2012",
"vix": 0.03590425531915,
"spx": -0.003000532009221
},
{
"date": "Mar 21, 2012",
"year": "2012",
"vix": -0.02888318356868,
"spx": -0.0018711935796
},
{
"date": "Mar 22, 2012",
"year": "2012",
"vix": 0.03635161929941,
"spx": -0.007206552188696
},
{
"date": "Mar 23, 2012",
"year": "2012",
"vix": -0.05484693877551,
"spx": 0.003108890133402
},
{
"date": "Mar 26, 2012",
"year": "2012",
"vix": -0.03778677462888,
"spx": 0.01388580713043
},
{
"date": "Mar 27, 2012",
"year": "2012",
"vix": 0.09186535764376,
"spx": -0.002816782091196
},
{
"date": "Mar 28, 2012",
"year": "2012",
"vix": -0.006422607578677,
"spx": -0.004941522951887
},
{
"date": "Mar 29, 2012",
"year": "2012",
"vix": 0.0006464124111183,
"spx": -0.001607922933534
},
{
"date": "Mar 30, 2012",
"year": "2012",
"vix": 0.001291989664083,
"spx": 0.00369847785189
},
{
"date": "Apr 02, 2012",
"year": "2012",
"vix": 0.009032258064516,
"spx": 0.007504597187018
},
{
"date": "Apr 03, 2012",
"year": "2012",
"vix": 0.001278772378517,
"spx": -0.003988612019393
},
{
"date": "Apr 04, 2012",
"year": "2012",
"vix": 0.0485312899106,
"spx": -0.0102024933139
},
{
"date": "Apr 05, 2012",
"year": "2012",
"vix": 0.01705237515225,
"spx": -0.0006290387144737
},
{
"date": "Apr 09, 2012",
"year": "2012",
"vix": 0.1263473053892,
"spx": -0.01135843442435
},
{
"date": "Apr 10, 2012",
"year": "2012",
"vix": 0.08399787347156,
"spx": -0.01708146433222
},
{
"date": "Apr 11, 2012",
"year": "2012",
"vix": -0.01814615007357,
"spx": 0.007448899226404
},
{
"date": "Apr 12, 2012",
"year": "2012",
"vix": -0.1408591408591,
"spx": 0.0137793981194
},
{
"date": "Apr 13, 2012",
"year": "2012",
"vix": 0.1366279069767,
"spx": -0.01247504630397
},
{
"date": "Apr 16, 2012",
"year": "2012",
"vix": 0,
"spx": -0.0005035540700306
},
{
"date": "Apr 17, 2012",
"year": "2012",
"vix": -0.05575447570332,
"spx": 0.01548661258643
},
{
"date": "Apr 18, 2012",
"year": "2012",
"vix": 0.009750812567714,
"spx": -0.004055278333022
},
{
"date": "Apr 19, 2012",
"year": "2012",
"vix": -0.01502145922747,
"spx": -0.005934418181556
},
{
"date": "Apr 20, 2012",
"year": "2012",
"vix": -0.05010893246187,
"spx": 0.001169276355925
},
{
"date": "Apr 23, 2012",
"year": "2012",
"vix": 0.08772935779817,
"spx": -0.008407506546829
},
{
"date": "Apr 24, 2012",
"year": "2012",
"vix": -0.0458618871903,
"spx": 0.003679751854507
},
{
"date": "Apr 25, 2012",
"year": "2012",
"vix": -0.0707182320442,
"spx": 0.01364461322041
},
{
"date": "Apr 26, 2012",
"year": "2012",
"vix": -0.03448275862069,
"spx": 0.006680137198082
},
{
"date": "Apr 27, 2012",
"year": "2012",
"vix": 0.004926108374384,
"spx": 0.002414320204574
},
{
"date": "Apr 30, 2012",
"year": "2012",
"vix": 0.05085784313725,
"spx": -0.003883536654885
},
{
"date": "May 01, 2012",
"year": "2012",
"vix": -0.03206997084548,
"spx": 0.0056584472534
},
{
"date": "May 02, 2012",
"year": "2012",
"vix": 0.01686746987952,
"spx": -0.002496763454781
},
{
"date": "May 03, 2012",
"year": "2012",
"vix": 0.04028436018957,
"spx": -0.007658791565346
},
{
"date": "May 04, 2012",
"year": "2012",
"vix": 0.09111617312073,
"spx": -0.01614722938839
},
{
"date": "May 07, 2012",
"year": "2012",
"vix": -0.01148225469729,
"spx": 0.0003505952815719
},
{
"date": "May 08, 2012",
"year": "2012",
"vix": 0.005807814149947,
"spx": -0.004278683976109
},
{
"date": "May 09, 2012",
"year": "2012",
"vix": 0.05406824146982,
"spx": -0.00670225559499
},
{
"date": "May 10, 2012",
"year": "2012",
"vix": -0.06225099601594,
"spx": 0.002517385462653
},
{
"date": "May 11, 2012",
"year": "2012",
"vix": 0.05629314922995,
"spx": -0.003387359258905
},
{
"date": "May 14, 2012",
"year": "2012",
"vix": 0.09954751131222,
"spx": -0.01111283517685
},
{
"date": "May 15, 2012",
"year": "2012",
"vix": 0.004572473708276,
"spx": -0.005745881122277
},
{
"date": "May 16, 2012",
"year": "2012",
"vix": 0.01365498406919,
"spx": -0.004403829678505
},
{
"date": "May 17, 2012",
"year": "2012",
"vix": 0.09968567579704,
"spx": -0.01505132850242
},
{
"date": "May 18, 2012",
"year": "2012",
"vix": 0.02490812576562,
"spx": -0.00738776573732
},
{
"date": "May 21, 2012",
"year": "2012",
"vix": -0.1231075697211,
"spx": 0.01603588579546
},
{
"date": "May 22, 2012",
"year": "2012",
"vix": 0.0213539300318,
"spx": 0.0004863258839354
},
{
"date": "May 23, 2012",
"year": "2012",
"vix": -0.006672597864769,
"spx": 0.001693718052908
},
{
"date": "May 24, 2012",
"year": "2012",
"vix": -0.03537841468876,
"spx": 0.00137997967942
},
{
"date": "May 25, 2012",
"year": "2012",
"vix": 0.01021355617456,
"spx": -0.002165551079747
},
{
"date": "May 29, 2012",
"year": "2012",
"vix": -0.03354779411765,
"spx": 0.01107890303683
},
{
"date": "May 30, 2012",
"year": "2012",
"vix": 0.1478839752734,
"spx": -0.01433481935126
},
{
"date": "May 31, 2012",
"year": "2012",
"vix": -0.003314001657001,
"spx": -0.002276672859623
},
{
"date": "Jun 01, 2012",
"year": "2012",
"vix": 0.1080631753948,
"spx": -0.02464264727206
},
{
"date": "Jun 04, 2012",
"year": "2012",
"vix": -0.02025506376594,
"spx": 0.0001095427373166
},
{
"date": "Jun 05, 2012",
"year": "2012",
"vix": -0.05513016845329,
"spx": 0.005726892925879
},
{
"date": "Jun 06, 2012",
"year": "2012",
"vix": -0.1021069692058,
"spx": 0.02304939712174
},
{
"date": "Jun 07, 2012",
"year": "2012",
"vix": -0.01985559566787,
"spx": -0.0001064533544213
},
{
"date": "Jun 08, 2012",
"year": "2012",
"vix": -0.02255985267035,
"spx": 0.008114130145476
},
{
"date": "Jun 11, 2012",
"year": "2012",
"vix": 0.1097503532737,
"spx": -0.01262012884148
},
{
"date": "Jun 12, 2012",
"year": "2012",
"vix": -0.06239388794567,
"spx": 0.01165073762539
},
{
"date": "Jun 13, 2012",
"year": "2012",
"vix": 0.0986871887732,
"spx": -0.007023214366627
},
{
"date": "Jun 14, 2012",
"year": "2012",
"vix": -0.1067161104244,
"spx": 0.01081467510343
},
{
"date": "Jun 15, 2012",
"year": "2012",
"vix": -0.02629151291513,
"spx": 0.01033782258671
},
{
"date": "Jun 18, 2012",
"year": "2012",
"vix": -0.1321648507816,
"spx": 0.001444699294034
},
{
"date": "Jun 19, 2012",
"year": "2012",
"vix": 0.003275109170306,
"spx": 0.009815731941284
},
{
"date": "Jun 20, 2012",
"year": "2012",
"vix": -0.0620239390642,
"spx": -0.001686328222801
},
{
"date": "Jun 21, 2012",
"year": "2012",
"vix": 0.1647331786543,
"spx": -0.0222617265009
},
{
"date": "Jun 22, 2012",
"year": "2012",
"vix": -0.09810756972112,
"spx": 0.00717459694759
},
{
"date": "Jun 25, 2012",
"year": "2012",
"vix": 0.1253451131971,
"spx": -0.0159548171563
},
{
"date": "Jun 26, 2012",
"year": "2012",
"vix": -0.03238469087341,
"spx": 0.004772706512803
},
{
"date": "Jun 27, 2012",
"year": "2012",
"vix": -0.01369168356998,
"spx": 0.008984916552398
},
{
"date": "Jun 28, 2012",
"year": "2012",
"vix": 0.0133676092545,
"spx": -0.002109847205016
},
{
"date": "Jun 29, 2012",
"year": "2012",
"vix": -0.1334348046677,
"spx": 0.02492024318305
},
{
"date": "Jul 02, 2012",
"year": "2012",
"vix": -0.01639344262295,
"spx": 0.002459329300523
},
{
"date": "Jul 03, 2012",
"year": "2012",
"vix": -0.008333333333333,
"spx": 0.006232103756106
},
{
"date": "Jul 05, 2012",
"year": "2012",
"vix": 0.05042016806723,
"spx": -0.0046869768999
},
{
"date": "Jul 06, 2012",
"year": "2012",
"vix": -0.02285714285714,
"spx": -0.009432720572105
},
{
"date": "Jul 09, 2012",
"year": "2012",
"vix": 0.05555555555556,
"spx": -0.001638763397998
},
{
"date": "Jul 10, 2012",
"year": "2012",
"vix": 0.03711911357341,
"spx": -0.00812593348417
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