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briochemc/covid19.jl

Forked from mbauman/covid19.jl
Last active April 2, 2020 06:37
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covid19.jl
using HTTP, CSV, Plots, DataFrames, Dates
# Download the data
df = CSV.read(IOBuffer(String(HTTP.get("https://covid.ourworldindata.org/data/total_cases.csv").body)), normalizenames=true)
# Plotting function
function doit(df, countries, alignment)
cp = get_color_palette(:auto, plot_color(:white), length(countries))
plot(legend=false)
for (i,country) in enumerate(countries)
c = df[:, country]
d = map(x -> x.value, df.date .- df.date[findfirst(coalesce.(c,0) .>= alignment)])
plot!(d, c, color=i, yaxis=:log, m=:circle, ms=2, msw=false, lw=2, label="")
plot!([d[end]], [c[end]], color=cp[i], yaxis=:log, m=:circle, ms=3, label="")
# annotate country next to end point instead of legend
annotate!(d[end]+1, c[end], text("$(replace(string(country), "_"=>" "))", 8, :left, :bold, color=cp[i]))
end
xlabel!("Days since $(alignment)th case")
ylabel!("Cumulative number of cases")
# pretty lims
xlims!(-1, last(xlims())+4)
ylims!(alignment*.8, last(ylims()))
yticks=vec([1,2,5] * 10 .^ (1:4)')
# pretty ticks
yticks=yticks[alignment .≤ yticks .≤ maximum(df[end,countries])]
plot!(yticks=(yticks, string.(yticks)), xticks=0:7:last(xlims())+4)
end
function addtrend(df, dailygrowth, alignment)
d = 0:last(xlims())
c = alignment * (1 + dailygrowth) .^ (d)
plot!(d, c, ls=:dot, color=:gray, lw=2, label="+$(100dailygrowth)% daily")
plot!(legend=:bottomright)
end
# Do it! (plotting the data)
doit(df, [:China, :Italy, :France, :Spain, :Australia, :United_States, :United_Kingdom, :Singapore, :South_Korea], 100)
addtrend(df, 0.25, 100)
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covid19.svg
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covid19_CSSEdata.svg
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covid19_deaths.jl
using HTTP, CSV, Plots, DataFrames
# Download the data
df = CSV.read(IOBuffer(String(HTTP.get("https://covid.ourworldindata.org/data/total_deaths.csv").body)), normalizenames=true)
# Plotting function
function doit(df, countries, alignment)
countries = countries[findall(map(x -> ismissing(x) ? false : x > alignment, Vector(df[end, countries])))]
cp = get_color_palette(:auto, plot_color(:white), length(countries))
plot(legend=false)
for (i, country) in enumerate(countries)
c = df[:, country]
(c[end] isa Missing || c[end] < alignment) && continue
d = map(x -> x.value, df.date .- df.date[findfirst(coalesce.(c,0) .>= alignment)])
plot!(d, c, color=cp[i], yaxis=:log, m=:circle, ms=2, msw=false, lw=2, label="")
plot!([d[end]], [c[end]], color=cp[i], yaxis=:log, m=:circle, ms=3, label="")
# annotate country next to end point instead of legend
annotate!(d[end]+1, c[end], text("$(replace(string(country), "_"=>" "))", 8, :left, :bold, color=cp[i]))
end
xlabel!("Days since $(alignment)th death")
ylabel!("Cumulative number of deaths")
# pretty lims
xlims!(-1, last(xlims())+4)
ylims!(alignment*.8, last(ylims()))
# pretty ticks
yticks=vec([1,2,5] * 10 .^ (0:4)')
yticks=yticks[alignment .≤ yticks .≤ maximum(df[end,countries])]
plot!(yticks=(yticks, string.(yticks)), xticks=0:7:last(xlims())+4)
end
function addtrend(df, dailygrowth, alignment)
d = 0:last(xlims())
c = alignment * (1 + dailygrowth) .^ (d)
plot!(d, c, ls=:dot, color=:gray, lw=2, label="+$(100dailygrowth)% daily")
plot!(legend=:bottomright)
end
# Do it! (plotting the data)
doit(df, names(df)[3:end], 10)
addtrend(df, 0.25, 10)
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covid19_deaths.svg
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covid19_logΔc_vs_logc.jl
using HTTP, CSV, Plots, DataFrames, Dates
file_url = "https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv"
# Download the data
df = CSV.read(IOBuffer(String(HTTP.get(file_url).body)), normalizenames=true, header=2, transpose=true, datarow=5)
const allcountries = unique(replace.(string.(names(df)), r"_\d*$"=>""))[2:end]
# Plotting function
function doit(df, countries, lockdowndict=Dict(); Δdays=1)
cp = get_color_palette(:auto, plot_color(:white), length(countries))
plot(xaxis=:log, yaxis=:log)
for country in allcountries
country == "Cruise_Ship" && continue
country == "Diamond_Princess" && continue
i = findfirst(Symbol(country) .== countries)
if i isa Nothing
color, m, ms, α, mα, lw, fs = RGBA{Float64}(0,0,0,0.1), 0, 0, 0.1, 0, 1, 4
elseif country == "Australia"
color, m, ms, α, mα, lw, fs = cp[i], :star, 4, 1, 0, 4, 12
else
color, m, ms, α, mα, lw, fs = cp[i], :circle, 2, 0.5, 0, 2, 8
end
cases = Float64.(sum(eachcol(select(df, occursin.(string(country), string.(names(df)))))))
Δcases = cases[1+Δdays:end] - cases[1:end-Δdays]
cases = cases[1+Δdays:end]
ikeep = findall((cases .> 0) .& (Δcases .> 0))
cases = cases[ikeep]
Δcases = Δcases[ikeep]
(any(Δcases .≤ 0) || length(ikeep) == 0) && continue
plot!(cases, Δcases, color=color, m=m, ms=ms, msw=0, lw=lw, α=α, mα=mα, label="")
plot!([cases[end]], [Δcases[end]], color=color, m=m, α=1, ms=ms+1, msw=0, label="")
# annotate country next to end point instead of legend
cases[end] > 30 && Δcases[end] > 10 && annotate!(cases[end] * 1.1, Δcases[end], text("$(replace(string(country), "_"=>" "))", fs, :left, :bold, color=color))
end
# axis labels
xlabel!("Total confirmed cases")
ylabel!("Δcases over $Δdays days")
# pretty lims
ticks=vec([1,3] * 10 .^ (0:5)')
plot!(xlims=(30,last(xlims())))
plot!(ylims=(10,last(ylims())))
xticks = ticks[first(xlims()) .≤ ticks .≤ last(xlims())]
yticks = ticks[first(ylims()) .≤ ticks .≤ last(ylims())]
# pretty ticks
plot!(xticks=(xticks, addprefix.(string.(xticks))), yticks=(yticks, addprefix.(string.(yticks))))
Δx, cstart = collect(xlims()), 300
growth(Δx, cstart, 1, Δdays, :solid)
growth(Δx, cstart, 3, Δdays, :dash, "")
growth(Δx, cstart, 7, Δdays, :dashdot, "")
growth(Δx, cstart, 21, Δdays, :dot, "")
plot!(legend=:topleft, legendtitle="Doubling time")
end
Δc_vs_c(c, τ, Δdays) = (1 - 0.5^(Δdays/τ)) .* c
function growth(Δx, cstart, τ, Δdays, ls, str=" in $Δdays days")
α = log(2) / τ
c = cstart * exp.(α*Δdays*[0,1])
plot!(Δx, Δc_vs_c(Δx, τ, Δdays), ls=ls, color=:gray, lw=1, label="$τ days")
plot!(c, Δc_vs_c(c, τ, Δdays), m=[:circle, :dtriangle], ms=2, ls=:solid, color=:black, lw=1, label="")
str = "×$(round(c[end]/c[1], digits=1))$str"
if length(str) > 10
annotate!(c[end] * 0.8, Δc_vs_c(c, τ, Δdays)[end], text(str, 8, :right, color=:black))
else
annotate!(c[end] * 1.1, Δc_vs_c(c, τ, Δdays)[end], text(str, 8, :left, color=:black))
end
end
function addprefix(s)
s = replace(s, r"(.*)000000000$"=>s"\1G")
s = replace(s, r"(.*)000000$"=>s"\1M")
s = replace(s, r"(.*)000$"=>s"\1k")
return s
end
function addtrend(xlims, trend, Δdays)
plot!(collect(xlims), trend * Δdays * collect(xlims), ls=:dot, color=:gray, lw=2, label="+$(100trend)%", legend=:topleft)
end
function adddoublingtime(Δx, τ, Δdays)
plot!(Δx, Δx * 1 ./ τ' * Δdays, ls=:dot, color=:gray, lw=2, label=string.(τ, " days"), legend=:topleft)
end
lockdowndict = Dict(
:Australia => nothing,
:Italy => Date("9 March 2020", dateformat"d U Y"),
:France => Date("16 March 2020", dateformat"d U Y"),
:China => Date("23 January 2020", dateformat"d U Y"),
)
# Do it! (plotting the data)
#countries = [:China, :Canada, :Turkey, :India, :Iraq, :Bahrain, :Iran, :Germany, :Switzerland, :Netherlands, :Belgium, :Italy, :France, :Spain, :Australia, :US, :United_Kingdom, :Singapore, :Korea_South, :Japan, :Norway, :Finland, :Sweden]
countries = [:China, :Canada, :Italy, :France, :Spain, :Australia, :US, :United_Kingdom, :Singapore, :Korea_South, :Japan]
doit(df, countries, lockdowndict; Δdays=3)
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covid19_logΔc_vs_logc.svg
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 289.533, 1318.81)" x="289.533" y="1318.81">El Salvador</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1015.07, 932.376)" x="1015.07" y="932.376">Estonia</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1155.66, 875.386)" x="1155.66" y="875.386">Finland</text>
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<text style="fill:#c271d2; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 1993.71, 325.165)" x="1993.71" y="325.165">France</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 584.188, 1235.45)" x="584.188" y="1235.45">Georgia</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 2061.66, 284.029)" x="2061.66" y="284.029">Germany</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 700.288, 1112.61)" x="700.288" y="1112.61">Ghana</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1150.73, 868.702)" x="1150.73" y="868.702">Greece</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 334.495, 1377.99)" x="334.495" y="1377.99">Guatemala</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 412.627, 1245.71)" x="412.627" y="1245.71">Guinea</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 671.764, 1072.79)" x="671.764" y="1072.79">Honduras</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 925.387, 963.73)" x="925.387" y="963.73">Hungary</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1117.03, 897.339)" x="1117.03" y="897.339">Iceland</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1229.15, 755.974)" x="1229.15" y="755.974">India</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1189.34, 813.193)" x="1189.34" y="813.193">Indonesia</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1949.75, 377.943)" x="1949.75" y="377.943">Iran</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 999.685, 929.816)" x="999.685" y="929.816">Iraq</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1353.1, 708.981)" x="1353.1" y="708.981">Ireland</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1482.53, 614.614)" x="1482.53" y="614.614">Israel</text>
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<text style="fill:#3da44d; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 2141.35, 308.781)" x="2141.35" y="308.781">Italy</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 361.911, 1352.75)" x="361.911" y="1352.75">Jamaica</text>
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<text style="fill:#00a8cb; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 1248.75, 824.713)" x="1248.75" y="824.713">Japan</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 780.887, 1107.29)" x="780.887" y="1107.29">Jordan</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 851.924, 963.73)" x="851.924" y="963.73">Kazakhstan</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 500.611, 1203.25)" x="500.611" y="1203.25">Kenya</text>
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<text style="fill:#8e971d; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 1592.59, 845.419)" x="1592.59" y="845.419">Korea South</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 810.725, 1087.83)" x="810.725" y="1087.83">Kuwait</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 572.223, 1170.8)" x="572.223" y="1170.8">Kyrgyzstan</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 888.322, 1003.09)" x="888.322" y="1003.09">Latvia</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 904.546, 1062.97)" x="904.546" y="1062.97">Lebanon</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 460.85, 1360.66)" x="460.85" y="1360.66">Liechtenstein</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 948.422, 960.074)" x="948.422" y="960.074">Lithuania</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1263.01, 798.545)" x="1263.01" y="798.545">Luxembourg</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 420.745, 1249.31)" x="420.745" y="1249.31">Madagascar</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1314.45, 781.897)" x="1314.45" y="781.897">Malaysia</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 691.98, 1188.4)" x="691.98" y="1188.4">Malta</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 656.743, 1098.44)" x="656.743" y="1098.44">Mauritius</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1116.1, 825.765)" x="1116.1" y="825.765">Mexico</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 876.288, 975.817)" x="876.288" y="975.817">Moldova</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 412.627, 1312.92)" x="412.627" y="1312.92">Monaco</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 595.554, 1162.77)" x="595.554" y="1162.77">Montenegro</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 975.322, 913.752)" x="975.322" y="913.752">Morocco</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1666.65, 522.197)" x="1666.65" y="522.197">Netherlands</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 993.354, 891.722)" x="993.354" y="891.722">New Zealand</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 754.933, 1026.5)" x="754.933" y="1026.5">Niger</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 674.391, 1086.7)" x="674.391" y="1086.7">Nigeria</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 835.815, 1036.31)" x="835.815" y="1036.31">North Macedonia</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1431.32, 716.847)" x="1431.32" y="716.847">Norway</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 717.132, 1100.91)" x="717.132" y="1100.91">Oman</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1242.4, 789.181)" x="1242.4" y="789.181">Pakistan</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1109.65, 838.652)" x="1109.65" y="838.652">Panama</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 464.168, 1273.1)" x="464.168" y="1273.1">Paraguay</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1135.45, 820.237)" x="1135.45" y="820.237">Peru</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1262.23, 725.186)" x="1262.23" y="725.186">Philippines</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1284.95, 740.185)" x="1284.95" y="740.185">Poland</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1551.47, 566.875)" x="1551.47" y="566.875">Portugal</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1030.85, 964.194)" x="1030.85" y="964.194">Qatar</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1276.43, 735.566)" x="1276.43" y="735.566">Romania</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1303.97, 692.635)" x="1303.97" y="692.635">Russia</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 503.4, 1238.79)" x="503.4" y="1238.79">Rwanda</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 743.661, 1291.58)" x="743.661" y="1291.58">San Marino</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1195.1, 824.066)" x="1195.1" y="824.066">Saudi Arabia</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 694.385, 1128.41)" x="694.385" y="1128.41">Senegal</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1085.08, 850.8)" x="1085.08" y="850.8">Serbia</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#00a98d; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 1071.84, 943.609)" x="1071.84" y="943.609">Singapore</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 863.582, 1030.94)" x="863.582" y="1030.94">Slovakia</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1032.48, 957.395)" x="1032.48" y="957.395">Slovenia</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1145.04, 851.828)" x="1145.04" y="851.828">South Africa</text>
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<text style="fill:#ac8d18; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 2127.67, 251.834)" x="2127.67" y="251.834">Spain</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 634.515, 1229.01)" x="634.515" y="1229.01">Sri Lanka</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1435.21, 674.19)" x="1435.21" y="674.19">Sweden</text>
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<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1725.81, 529.783)" x="1725.81" y="529.783">Switzerland</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 819.169, 1123.92)" x="819.169" y="1123.92">Taiwan</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1201.74, 821.226)" x="1201.74" y="821.226">Thailand</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 316.302, 1397.8)" x="316.302" y="1397.8">Togo</text>
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<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 524.557, 1282.03)" x="524.557" y="1282.03">Trinidad and Tobago</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 876.288, 988.508)" x="876.288" y="988.508">Tunisia</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1697.39, 438.915)" x="1697.39" y="438.915">Turkey</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 361.911, 1282.03)" x="361.911" y="1282.03">Uganda</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1019.41, 856.443)" x="1019.41" y="856.443">Ukraine</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1025.06, 897.914)" x="1025.06" y="897.914">United Arab Emirates</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#c68125; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 1843.84, 389.325)" x="1843.84" y="389.325">United Kingdom</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 825.303, 1060.15)" x="825.303" y="1060.15">Uruguay</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#ed5d92; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 2290.75, 114.175)" x="2290.75" y="114.175">US</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 683.356, 1088.97)" x="683.356" y="1088.97">Uzbekistan</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 629.796, 1205.88)" x="629.796" y="1205.88">Venezuela</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 725.629, 1151.54)" x="725.629" y="1151.54">Vietnam</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 316.302, 1312.92)" x="316.302" y="1312.92">Zambia</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 1130.77, 811.641)" x="1130.77" y="811.641">Dominica</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 615.022, 1155.18)" x="615.022" y="1155.18">West Bank and Gaza</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 282.317, 1286.72)" x="282.317" y="1286.72">Mali</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:0.1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:23px; text-anchor:start;" transform="rotate(0, 599.22, 1084.46)" x="599.22" y="1084.46">Kosovo</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;" transform="rotate(0, 1828.59, 301.654)" x="1828.59" y="301.654">×128.0 in 7 days</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 1165.79, 778.987)" x="1165.79" y="778.987">×5.0</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 955.736, 972.268)" x="955.736" y="972.268">×2.0</text>
</g>
<g clip-path="url(#clip7700)">
<text style="fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;" transform="rotate(0, 850.71, 1158.79)" x="850.71" y="1158.79">×1.3</text>
</g>
</svg>
Raw
covid19_othersource.jl
using HTTP, CSV, Plots, DataFrames, Dates
file_url = "https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv"
# Download the data
df = CSV.read(IOBuffer(String(HTTP.get(file_url).body)), normalizenames=true, header=2, transpose=true, datarow=5)
const allcountries = unique(replace.(string.(names(df)), r"_\d*$"=>""))[2:end]
# Plotting function
function doit(df, countries, alignment, lockdowndict=Dict())
cp = get_color_palette(:auto, plot_color(:white), length(countries))
plot(legend=false, yaxis=:log)
dates = Date.(df.Country_Region, dateformat"mm/dd/yy") .+ Year(2000)
days = [d.value for d in (dates .- dates[1])]
n = length(days)
for country in allcountries
country == "Cruise_Ship" && continue
i = findfirst(Symbol(country) .== countries)
if i isa Nothing
color, m, ms, α, ma, lw, fs = RGBA{Float64}(0,0,0,0.1), 0, 0, 0.1, 0, 1, 4
elseif country == "Australia"
color, m, ms, α, ma, lw, fs = cp[i], :star, 4, 1, 0, 4, 12
else
color, m, ms, α, ma, lw, fs = cp[i], :circle, 2, 0.5, 0, 2, 8
end
cases = Float64.(sum(eachcol(select(df, occursin.(string(country), string.(names(df)))))))
# alignment by interpolating
if cases[1] > alignment
baseline = -cases[1] / (cases[2] - cases[1])
elseif cases[end] < alignment
continue
else
ialign = findlast(cases .< alignment)
baseline = ialign + (alignment - cases[ialign]) / (cases[ialign+1] - cases[ialign]) - 1
end
# don't plot 0 values
cases[cases .== 0] .= NaN
plot!(days .- baseline, cases, color=color, m=m, ms=ms, msw=0, lw=lw, alpha=α, ma=ma, label="")
plot!([days[end] - baseline], [cases[end]], color=color, m=m, alpha=1, ms=ms+1, msw=0, label="")
# annotate country next to end point instead of legend
annotate!(days[end] - baseline + 0.5, cases[end], text("$(replace(string(country), "_"=>" "))", fs, :left, :bold, color=color))
end
# axis labels
xlabel!("Days since $(alignment)th case")
ylabel!("Cumulative number of cases")
# pretty lims
xlims!(0, last(xlims())+4)
ylims!(alignment, last(ylims()))
yticks=vec([1,2,5] * 10 .^ (1:4)')
# pretty ticks
yticks=yticks[first(ylims()) .≤ yticks .≤ last(ylims())]
plot!(yticks=(yticks, string.(yticks)), xticks=0:7:last(xlims())+4)
end
lockdowndict = Dict(
:Australia => nothing,
:Italy => Date("9 March 2020", dateformat"d U Y"),
:France => Date("16 March 2020", dateformat"d U Y"),
:China => Date("23 January 2020", dateformat"d U Y"),
)
function addtrend(dailygrowth, alignment)
d = 0:last(xlims())
c = alignment * (1 + dailygrowth) .^ (d)
plot!(d, c, ls=:dot, color=:gray, lw=2, label="+$(100dailygrowth)% daily")
plot!(legend=:bottomright)
end
# Do it! (plotting the data)
countries = [:China, :Turkey, :India, :Iraq, :Bahrain, :Iran, :Germany, :Switzerland, :Netherlands, :Belgium, :Italy, :France, :Spain, :Australia, :US, :United_Kingdom, :Singapore, :Korea_South, :Japan, :Norway, :Finland, :Sweden]
doit(df, countries, 100, lockdowndict)
addtrend(0.25, 100)
@briochemc
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briochemc commented Mar 18, 2020 •
edited
Loading

First output "Will Australia be like current Italy in ~3 weeks?"

covid19.jl output

Second output: All death cases above 10

covid19_deaths.jl output

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