Skip to main content

curated data - Historical Exchange Rates via FinancialData


FinancialData["name"] and FinancialData["name", start] return respectively; the last known price, and the daily closing values for dates from start until the current date, for the financial entity - "name". One of the possible entities quoted is "Currency exchange rates" and while the Documentation's claims hold for the first case ...


Column[{
DateString[],
FinancialData[{"AUD", "USD"}],
WolframAlpha["AUD/USD", {{"Result", 1}, "Plaintext"},"PodStates" -> {"Result__More accuracy"}],
1/CountryData["Australia", "ExchangeRate"]

}]

(*
"Sat 26 Apr 2014 07:03:11"
0.9274
"$0.9282 (US dollars)"
$0.838801
*)

it doesn't appear to for the second ...



FinancialData[{"AUD", "USD"}, {2013}]
(*
Missing["NotAvailable"]
*)

The Wolfram | Alpha query included above graphs a handful of previous years so some historical data can be extracted but clearly not in the systematic, fine-grained way one might expect from using FinancialData.


There is no mention of this particular missing data in the Documentation although apparently there can be periodic issues with the data sources and while directly accessing these sources offers a possible workaround, this only applies if the sources themselves provide API's for this historical data (which doesn't appear to be the case for one such source - Yahoo! Finance)


The documentation goes on to say:



FinancialDataprovides gateways to external financial data sources. Its use is subject to any restrictions associated with those sources, and may require additional licensing.




This is perhaps one such instance although few other claimed currency properties seem to be available and/or relevant (at least with my connection?)


With[{props = FinancialData[{"AUD", "USD"}, #] & /@ FinancialData[{"AUD", "USD"}, "Properties"]}, 
StringForm["`1` out of `2` of FinancialData's Currency Exchange properties available",
Count[props, Except[_Missing | _FinancialData | {_Missing, ___}]],Length@props]]

(*
4 out of 74 of FinancialData's Currency Exchange properties available
*)

Answer




You can get exchange rates from the Federal Reserve using their data download package maker at:- http://www.federalreserve.gov/datadownload/


See the link for Exchange Rates and International Data.


The package maker produces a download link that can be used as shown.


startdate = "12/31/1995";
enddate = DateString[{"Month", "/", "Day", "/", "Year"}];

fxdownload = Import@StringJoin[
"http://www.federalreserve.gov/datadownload/Output.aspx?rel=H10&series=91c3fa18b51a37d6c8bb96f5263c9409&lastObs=&from=",
startdate, "&to=", enddate,
"&filetype=csv&label=include&layout=seriescolumn"];

fxdata = Drop[fxdownload, 6];
datelistfx = Cases[fxdata, {_, _?NumberQ}];
datelistfx[[All, 1]] = Join[ToExpression@StringSplit[#, "-"],
{0, 0, 0.}] & /@ datelistfx[[All, 1]];

DateListPlot[datelistfx, Joined -> True,
PlotLabel -> StringJoin["Daily AUD/USD from ",
DateString[datelistfx[[1, 1]], {"Day", "/", "Month", "/", "Year"}], " to ",
DateString[datelistfx[[-1, 1]], {"Day", "/", "Month", "/", "Year"}]]]


enter image description here


Comments

Popular posts from this blog

plotting - Filling between two spheres in SphericalPlot3D

Manipulate[ SphericalPlot3D[{1, 2 - n}, {θ, 0, Pi}, {ϕ, 0, 1.5 Pi}, Mesh -> None, PlotPoints -> 15, PlotRange -> {-2.2, 2.2}], {n, 0, 1}] I cant' seem to be able to make a filling between two spheres. I've already tried the obvious Filling -> {1 -> {2}} but Mathematica doesn't seem to like that option. Is there any easy way around this or ... Answer There is no built-in filling in SphericalPlot3D . One option is to use ParametricPlot3D to draw the surfaces between the two shells: Manipulate[ Show[SphericalPlot3D[{1, 2 - n}, {θ, 0, Pi}, {ϕ, 0, 1.5 Pi}, PlotPoints -> 15, PlotRange -> {-2.2, 2.2}], ParametricPlot3D[{ r {Sin[t] Cos[1.5 Pi], Sin[t] Sin[1.5 Pi], Cos[t]}, r {Sin[t] Cos[0 Pi], Sin[t] Sin[0 Pi], Cos[t]}}, {r, 1, 2 - n}, {t, 0, Pi}, PlotStyle -> Yellow, Mesh -> {2, 15}]], {n, 0, 1}]

plotting - Plot 4D data with color as 4th dimension

I have a list of 4D data (x position, y position, amplitude, wavelength). I want to plot x, y, and amplitude on a 3D plot and have the color of the points correspond to the wavelength. I have seen many examples using functions to define color but my wavelength cannot be expressed by an analytic function. Is there a simple way to do this? Answer Here a another possible way to visualize 4D data: data = Flatten[Table[{x, y, x^2 + y^2, Sin[x - y]}, {x, -Pi, Pi,Pi/10}, {y,-Pi,Pi, Pi/10}], 1]; You can use the function Point along with VertexColors . Now the points are places using the first three elements and the color is determined by the fourth. In this case I used Hue, but you can use whatever you prefer. Graphics3D[ Point[data[[All, 1 ;; 3]], VertexColors -> Hue /@ data[[All, 4]]], Axes -> True, BoxRatios -> {1, 1, 1/GoldenRatio}]

plotting - Mathematica: 3D plot based on combined 2D graphs

I have several sigmoidal fits to 3 different datasets, with mean fit predictions plus the 95% confidence limits (not symmetrical around the mean) and the actual data. I would now like to show these different 2D plots projected in 3D as in but then using proper perspective. In the link here they give some solutions to combine the plots using isometric perspective, but I would like to use proper 3 point perspective. Any thoughts? Also any way to show the mean points per time point for each series plus or minus the standard error on the mean would be cool too, either using points+vertical bars, or using spheres plus tubes. Below are some test data and the fit function I am using. Note that I am working on a logit(proportion) scale and that the final vertical scale is Log10(percentage). (* some test data *) data = Table[Null, {i, 4}]; data[[1]] = {{1, -5.8}, {2, -5.4}, {3, -0.8}, {4, -0.2}, {5, 4.6}, {1, -6.4}, {2, -5.6}, {3, -0.7}, {4, 0.04}, {5, 1.0}, {1, -6.8}, {2, -4.7}, {3, -1.