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Would it be possible to provide a similar type for annual data (AnnualDate
)?
I am trying to save a dataset with monthly dates. It seems that I am not able to at this stage.
It seems that everything is ok for Dates:
using DataFrames, MonthlyDates, Dates
using CSV
df = DataFrame(x = DateTime(1983, 12, 1), y = "a", z=1)
CSV.write("test.csv", df)
Monthly dates would probably have to be translated into dates?
df = DataFrame(x = MonthlyDate(1983, 12), y = "a", z=1)
CSV.write("test.csv", df)
Probably would make sense to crosspost on CSV.jl
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When we try to construct a Date
with invalid months/days, an ArgumentError
will be thrown
julia> Date(1991, 12, 45)
ERROR: ArgumentError: Day: 45 out of range (1:31)
They have a validargs
function checking whether the arguments are out of range. This mechanism is missing in this package, so if we pass year-month to QuarterlyDate
, it won't complain but roll it over to the next year:
julia> QuarterlyDate(1995, 5)
1996-Q1
It seems pretty error-prone to me. I once passed year-month pairs to QuarterlyDate
and screwed up the whole dataset. Do you think we should also implement a validargs
function here to avoid invalid arguments?
I could work on it if you also like this idea.
MonthlyDates gives inconsistent results when the first argument is a Float rather than an Int.
> x = 192607
> MonthlyDate(floor(x / 100), x % 100)
1927q3
> MonthlyDate(Int(floor(x / 100)), x % 100)
1926m7
Maybe I am missing something and this is a feature that is useful somewhere else?
I got lazy again and found the construction of a single quarterly date is a bit tedious (QuarterlyDate(2020, 1)
). Do you consider adding string literal macros to the package? Here is my idea:
macro yq_str(ymstr)
return :(QuarterlyDate($ymstr))
end
macro ym_str(ymstr)
return :(MonthlyDate($ymstr))
end
so a QuarterlyDate(2020, 3)
can be simply constructed as yq"2020-Q3"
.
I have a long time series comprising 238 quarterly observations (1960.Q1-2019.Q2)). For teaching, I want to plot them using interactivity with Plots, plotlyjs(), Dates.jl and MontlyDates.jl. However, I have a problem with the x-axis displaying the correct information, and I would be very grateful if someone could help.
Without interactivity, I would just create a 238-element LinRange{Float64} with the dates using, e.g., Period1=LinRange(1960,2019.25,238)
, and with a simple piece of code:
plot(
Period1, [RealGDP RealINV RealCONS],
labels = ["GDP" "INV" "CONS"],
color = [:red :orange :blue],
legend = :topleft,
fg_legend = :transparent,
title = "Real GDP, Investment and Consumption: US (1960.Q1--2019.Q2)",
titlefontsize = 11,
)
I would get the following figure:
I have a problem with this simple approach because the thousands-separating comma distorts the dates (I would not mind 2000.5, but 2,005.5 looks awkward). So I searched and found the MonthlyDates.jl, which looks nice and easy to use. I define the format according to:
Period2 = QuarterlyDate("1960-Q1"):Quarter(1):QuarterlyDate("2019-Q2")
and the output, by collect(Period2)
gives the correct output:
1960-Q1
1960-Q2
1960-Q3
1960-Q4
1961-Q1
1961-Q2
1961-Q3
1961-Q4
1962-Q1
...
A time series can be easily produced by replacing Period1
with Period2
in the code above. The plot looks like this:
There are three problems with this plot that I don't know how to remove:
(i) the chosen dates by default look helpless (why should the first x-axis entry be 1963-Q2?);
(ii) the x-axis only displays the correct dates if we put the cursor right on top of displayed entries (for example, 2000-Q4 looks OK): see figure above.
(iii) If we put the cursor slightly to the left/right of the displayed entries on the x-axis, a string appears that makes no sense (e.g., "8023"); see figure below.
This problem looks like an easy one to solve. I tried many ways but failed. Help will be appreciated.
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