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Last active January 4, 2016 17:39
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Emerging Currencies | rCharts + nvd3
Raw
code.R
require(quantmod)
require(xtsExtra)
require(reshape2)
library(rCharts)
#turn off rstudio viewer which is default now
options(viewer=NULL)
currencies <- c(
"DEXBZUS", #Brazil
"DEXINUS", #India
"DEXSFUS", #South Africa
"DEXMXUS" #Mexico
)
getSymbols(currencies, src="FRED")
currencies.xts <- na.omit(do.call(merge,lapply(currencies,get)))
#get inverse for emerging currency/US$
currencies.xts <- 1/currencies.xts
#do check for reasonableness
xtsExtra::plot.xts(currencies.xts["2007::",])
#get pct change from 2013
currencies.pct <-
currencies.xts["2013::",]/
matrix(
rep(
as.vector(head(currencies.xts["2013",],1)), #first day of the year
NROW(currencies.xts["2013::",]) #repeat for each row
),
ncol=length(currencies),
byrow=T
) - 1
#another reasonableness check
xtsExtra::plot.xts(currencies.pct)
xtsExtra::plot.xts(currencies.pct,screens=1)
currencies.df <- data.frame(
format(index(currencies.pct),"%Y-%m-%d"),
currencies.pct,
stringsAsFactors = FALSE
)
colnames(currencies.df) <- c("Date","Brazil","India","South Africa","Mexico")
currencies.df <- melt(currencies.df, id.vars=1)
colnames(currencies.df) <- c("Date","Country","ExchangeRate")
#dimple plot
d1 <- dPlot(
ExchangeRate ~ Date,
groups = "Country",
data = currencies.df,
type = "line"
)
d1$xAxis(
type = "addTimeAxis",
inputFormat = "%Y-%m-%d",
outputFormat = "%b %Y"
)
d1$yAxis(
outputFormat = "0.2%"
)
d1
#nvd3 plot
#convert date
currencies.df$Date = as.Date(currencies.df$Date)
n1 <- nPlot(
ExchangeRate ~ Date,
group = "Country",
data = currencies.df,
type = "lineWithFocusChart"
)
n1$xAxis(
tickFormat =
"#! function(d) {
return d3.time.format('%b %Y')(new Date(d * 86400000));
} !#"
)
n1$yAxis(tickFormat = "#!d3.format('0.2%')!#")
n1
Raw
index.html
<!doctype HTML>
<meta charset = 'utf-8'>
<html>
<head>
<link rel='stylesheet' href='http://nvd3.org/src/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>
<script src='http://nvd3.org/lib/fisheye.js' type='text/javascript'></script>
<style>
.rChart {
display: block;
margin-left: auto;
margin-right: auto;
width: 750px;
height: 400px;
}
</style>
</head>
<body>
<div id='chart28a817f7616' class='rChart nvd3'></div>
<script type='text/javascript'>
$(document).ready(function(){
drawchart28a817f7616()
});
function drawchart28a817f7616(){
var opts = {
"dom": "chart28a817f7616",
"width": 750,
"height": 400,
"x": "Date",
"y": "ExchangeRate",
"group": "Country",
"type": "lineWithFocusChart",
"id": "chart28a817f7616"
},
data = [
{
"Date": 15707,
"Country": "Brazil",
"ExchangeRate": 0
},
{
"Date": 15708,
"Country": "Brazil",
"ExchangeRate": 0.003192534381139
},
{
"Date": 15709,
"Country": "Brazil",
"ExchangeRate": 0.003685503685504
},
{
"Date": 15712,
"Country": "Brazil",
"ExchangeRate": 0.008144126357355
},
{
"Date": 15713,
"Country": "Brazil",
"ExchangeRate": 0.001569165890257
},
{
"Date": 15714,
"Country": "Brazil",
"ExchangeRate": 0.002011381475667
},
{
"Date": 15715,
"Country": "Brazil",
"ExchangeRate": 0.004920049200492
},
{
"Date": 15716,
"Country": "Brazil",
"ExchangeRate": 0.002453987730061
},
{
"Date": 15719,
"Country": "Brazil",
"ExchangeRate": 0.006108073493917
},
{
"Date": 15720,
"Country": "Brazil",
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},
{
"Date": 15721,
"Country": "Brazil",
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},
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"Date": 15722,
"Country": "Brazil",
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},
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},
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"Country": "Brazil",
"ExchangeRate": -0.002588143373376
},
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"Date": 15728,
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},
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"Date": 15729,
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},
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},
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},
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"Date": 15735,
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},
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"Date": 15736,
"Country": "Brazil",
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"Country": "Brazil",
"ExchangeRate": 0.03538297764485
},
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"Date": 15758,
"Country": "Brazil",
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},
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},
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"Date": 15765,
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},
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"Date": 15768,
"Country": "Brazil",
"ExchangeRate": 0.03166986564299
},
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"Date": 15769,
"Country": "Brazil",
"ExchangeRate": 0.03922865574438
},
{
"Date": 15770,
"Country": "Brazil",
"ExchangeRate": 0.03854171963187
},
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"Date": 15771,
"Country": "Brazil",
"ExchangeRate": 0.04235774432253
},
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"Date": 15772,
"Country": "Brazil",
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},
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"Country": "Brazil",
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},
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},
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"Country": "Brazil",
"ExchangeRate": 0.04129492735152
},
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"Date": 15778,
"Country": "Brazil",
"ExchangeRate": 0.03864734299517
},
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"Date": 15779,
"Country": "Brazil",
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},
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"Date": 15782,
"Country": "Brazil",
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},
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"Country": "Brazil",
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},
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"Country": "Brazil",
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"Country": "Brazil",
"ExchangeRate": 0.02463128323467
},
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"Date": 15786,
"Country": "Brazil",
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},
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"Date": 15789,
"Country": "Brazil",
"ExchangeRate": 0.01435240365515
},
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"Date": 15790,
"Country": "Brazil",
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},
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"Date": 15791,
"Country": "Brazil",
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},
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"Date": 15792,
"Country": "Brazil",
"ExchangeRate": 0.01314484126984
},
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"Date": 15793,
"Country": "Brazil",
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},
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"Date": 15796,
"Country": "Brazil",
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},
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"Date": 15797,
"Country": "Brazil",
"ExchangeRate": 0.01239157372986
},
{
"Date": 15798,
"Country": "Brazil",
"ExchangeRate": 0.009389671361502
},
{
"Date": 15799,
"Country": "Brazil",
"ExchangeRate": 0.01214073339941
},
{
"Date": 15800,
"Country": "Brazil",
"ExchangeRate": 0.02509410288582
},
{
"Date": 15803,
"Country": "Brazil",
"ExchangeRate": 0.02689793866264
},
{
"Date": 15804,
"Country": "Brazil",
"ExchangeRate": 0.02819028441983
},
{
"Date": 15805,
"Country": "Brazil",
"ExchangeRate": 0.03339236023273
},
{
"Date": 15806,
"Country": "Brazil",
"ExchangeRate": 0.03575050709939
},
{
"Date": 15807,
"Country": "Brazil",
"ExchangeRate": 0.03732859319451
},
{
"Date": 15810,
"Country": "Brazil",
"ExchangeRate": 0.03391546443938
},
{
"Date": 15811,
"Country": "Brazil",
"ExchangeRate": 0.02304032056098
},
{
"Date": 15812,
"Country": "Brazil",
"ExchangeRate": 0.02125
},
{
"Date": 15813,
"Country": "Brazil",
"ExchangeRate": 0.01214073339941
},
{
"Date": 15814,
"Country": "Brazil",
"ExchangeRate": 0.01743462017435
},
{
"Date": 15817,
"Country": "Brazil",
"ExchangeRate": 0.0142516635217
},
{
"Date": 15818,
"Country": "Brazil",
"ExchangeRate": 0.01389923057831
},
{
"Date": 15819,
"Country": "Brazil",
"ExchangeRate": 0.009888751545117
},
{
"Date": 15820,
"Country": "Brazil",
"ExchangeRate": 0.0154113845389
},
{
"Date": 15821,
"Country": "Brazil",
"ExchangeRate": 0.02043365307754
},
{
"Date": 15824,
"Country": "Brazil",
"ExchangeRate": 0.02048463652261
},
{
"Date": 15825,
"Country": "Brazil",
"ExchangeRate": 0.02176088044022
},
{
"Date": 15826,
"Country": "Brazil",
"ExchangeRate": 0.0179416895091
},
{
"Date": 15827,
"Country": "Brazil",
"ExchangeRate": 0.01475556438792
},
{
"Date": 15828,
"Country": "Brazil",
"ExchangeRate": 0.01627027564932
},
{
"Date": 15831,
"Country": "Brazil",
"ExchangeRate": 0.01515904572565
},
{
"Date": 15832,
"Country": "Brazil",
"ExchangeRate": 0.01687742706363
},
{
"Date": 15833,
"Country": "Brazil",
"ExchangeRate": 0.02109683547468
},
{
"Date": 15834,
"Country": "Brazil",
"ExchangeRate": 0.02073963018491
},
{
"Date": 15835,
"Country": "Brazil",
"ExchangeRate": 0.007398273736128
},
{
"Date": 15838,
"Country": "Brazil",
"ExchangeRate": 0.01299409810048
},
{
"Date": 15839,
"Country": "Brazil",
"ExchangeRate": 0.01850004986536
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{
"Date": 15840,
"Country": "Brazil",
"ExchangeRate": 0.007149901380671
},
{
"Date": 15841,
"Country": "Brazil",
"ExchangeRate": 0.008940920766647
},
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"Date": 15842,
"Country": "Brazil",
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"Country": "Brazil",
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"Date": 15846,
"Country": "Brazil",
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"Date": 15847,
"Country": "Brazil",
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"Date": 15848,
"Country": "Brazil",
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"Date": 15849,
"Country": "Brazil",
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},
{
"Date": 15853,
"Country": "Brazil",
"ExchangeRate": -0.01228299240776
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"Date": 15854,
"Country": "Brazil",
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"Date": 15861,
"Country": "Brazil",
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},
{
"Date": 15862,
"Country": "Brazil",
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},
{
"Date": 15863,
"Country": "Brazil",
"ExchangeRate": -0.04287722586692
},
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"Date": 15866,
"Country": "Brazil",
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},
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"Date": 15867,
"Country": "Brazil",
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},
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"Date": 15868,
"Country": "Brazil",
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"Date": 15870,
"Country": "Brazil",
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},
{
"Date": 15873,
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},
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"Date": 15874,
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"Date": 15875,
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"Date": 15895,
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"Date": 15896,
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"Date": 15946,
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"Country": "Brazil",
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"Date": 15953,
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},
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"Date": 15954,
"Country": "Brazil",
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},
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"Date": 15957,
"Country": "Brazil",
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},
{
"Date": 15958,
"Country": "Brazil",
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"Country": "Brazil",
"ExchangeRate": -0.1074549903863
},
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"Date": 15960,
"Country": "Brazil",
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},
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"Country": "Brazil",
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},
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"Country": "Brazil",
"ExchangeRate": -0.09423503325942
},
{
"Date": 15966,
"Country": "Brazil",
"ExchangeRate": -0.08934861117303
},
{
"Date": 15967,
"Country": "Brazil",
"ExchangeRate": -0.07440975211855
},
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"Date": 15968,
"Country": "Brazil",
"ExchangeRate": -0.0735701002404
},
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"Country": "Brazil",
"ExchangeRate": -0.07146429058508
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"Country": "Brazil",
"ExchangeRate": -0.08735478105451
},
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"Date": 15975,
"Country": "Brazil",
"ExchangeRate": -0.09531824423085
},
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"Country": "Brazil",
"ExchangeRate": -0.07966475915829
},
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if(!(opts.type==="pieChart" || opts.type==="sparklinePlus")) {
var data = d3.nest()
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return opts.group === undefined ? opts.y : d[opts.group];
})
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data.map(function(d, i){
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nv.addGraph(function() {
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.y(function(d) { return d[opts.y] })
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chart.xAxis
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return d3.time.format('%b %Y')(new Date(d * 86400000));
} )
chart.x2Axis
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return d3.time.format('%b %Y')(new Date(d * 86400000));
} )
chart.yAxis
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d3.select("#" + opts.id)
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.transition().duration(500)
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nv.utils.windowResize(chart.update);
return chart;
});
};
</script>
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