update Makie Graph
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1 changed files with 4 additions and 1 deletions
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@ -7,6 +7,7 @@ using Dates
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using Statistics
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using AlgebraOfGraphics
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using CairoMakie
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using CategoricalArrays
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url = "https://juckins.net/amtrak_status/archive/html/history.php?train_num=97%2C98&station=&date_start=07%2F01%2F2024&date_end=07%2F31%2F2024"
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@ -58,6 +59,7 @@ mod_df = @chain df begin
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@rtransform :hour = if occursin(r"hr", :delay) match(r"[1-9]* hr", :delay).match |>
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x -> parse(Int,match(r"[1-9]*", x).match) |> x -> x*60 else Int(0) end
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@rtransform :total_delay_mins = :min + :hour |> x -> ifelse(occursin(r"late", :delay), x, x *-1)
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@transform :station = categorical(:station)
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end
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@ -71,6 +73,7 @@ gd = @chain mod_df begin
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@orderby :station :train
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@groupby :station
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@transform :diff = [missing; diff(:mean)]
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@rtransform :station_code = levelcode(:station)
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end
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# plot(bar(gd.station, gd.mean), xticks = (1:length(gd.station), gd.station), xrotation = 90, legend = false, title = "Mean Delay by Station", xlabel = "Station", ylabel = "Delay (mins)")
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@ -81,4 +84,4 @@ mean_delay = data(gd) * mapping(:station, :mean, color = :train => "Train", dodg
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draw(mean_delay; axis = axis)
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CairoMakie.barplot(gd.station_code, gd.mean)
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