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box_plots.jl
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box_plots.jl
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using PlotlyJS
function box1()
y0 = rand(50)
y1 = rand(50) .+ 1
trace1 = box(;y=y0)
trace2 = box(;y=y1)
data = [trace1, trace2]
plot(data)
end
function box2()
data = box(;y=[0, 1, 1, 2, 3, 5, 8, 13, 21],
boxpoints="all",
jitter=0.3,
pointpos=-1.8)
plot(data)
end
function box3()
trace1 = box(;x=[1, 2, 3, 4, 4, 4, 8, 9, 10],
name="Set 1")
trace2 = box(;x=[2, 3, 3, 3, 3, 5, 6, 6, 7],
name="Set 2")
data = [trace1, trace2]
layout = Layout(;title="Horizontal Box Plot")
plot(data, layout)
end
function box4()
x0 = ["day 1", "day 1", "day 1", "day 1", "day 1", "day 1",
"day 2", "day 2", "day 2", "day 2", "day 2", "day 2"]
trace1 = box(;y=[0.2, 0.2, 0.6, 1.0, 0.5, 0.4, 0.2, 0.7, 0.9, 0.1, 0.5, 0.3],
x=x0,
name="kale",
marker_color="#3D9970")
trace2 = box(;y=[0.6, 0.7, 0.3, 0.6, 0.0, 0.5, 0.7, 0.9, 0.5, 0.8, 0.7, 0.2],
x=x0,
name="radishes",
marker_color="#FF4136")
trace3 = box(;y=[0.1, 0.3, 0.1, 0.9, 0.6, 0.6, 0.9, 1.0, 0.3, 0.6, 0.8, 0.5],
x=x0,
name="carrots",
marker_color="#FF851B")
data = [trace1, trace2, trace3]
layout = Layout(;yaxis=attr(title="normalized moisture", zeroline=false),
boxmode="group")
plot(data, layout)
end
function box5()
trace1 = box(;y=[0.75, 5.25, 5.5, 6, 6.2, 6.6, 6.80, 7.0, 7.2, 7.5, 7.5,
7.75, 8.15, 8.15, 8.65, 8.93, 9.2, 9.5, 10, 10.25, 11.5,
12, 16, 20.90, 22.3, 23.25],
name="All Points",
jitter=0.3,
pointpos=-1.8,
marker_color="rgb(7, 40, 89)",
boxpoints="all")
trace2 = box(;y=[0.75, 5.25, 5.5, 6, 6.2, 6.6, 6.80, 7.0, 7.2, 7.5, 7.5,
7.75, 8.15, 8.15, 8.65, 8.93, 9.2, 9.5, 10, 10.25, 11.5,
12, 16, 20.90, 22.3, 23.25],
name="Only Wiskers",
marker_color="rgb(9, 56, 125)",
boxpoints=false)
trace3 = box(;y=[0.75, 5.25, 5.5, 6, 6.2, 6.6, 6.80, 7.0, 7.2, 7.5, 7.5,
7.75, 8.15, 8.15, 8.65, 8.93, 9.2, 9.5, 10, 10.25, 11.5,
12, 16, 20.90, 22.3, 23.25],
name="Suspected Outlier",
marker=attr(color="rgb(8, 8, 156)",
outliercolor="rgba(219, 64, 82, 0.6)",
line=attr(outliercolor="rgba(219, 64, 82, 1.0)",
outlierwidth=2)),
boxpoints="suspectedoutliers")
trace4 = box(;y=[0.75, 5.25, 5.5, 6, 6.2, 6.6, 6.80, 7.0, 7.2, 7.5, 7.5,
7.75, 8.15, 8.15, 8.65, 8.93, 9.2, 9.5, 10, 10.25, 11.5,
12, 16, 20.90, 22.3, 23.25],
name="Wiskers and Outliers",
marker_color="rgb(107, 174, 214)",
boxpoints="Outliers")
data = [trace1, trace2, trace3, trace4]
layout = Layout(;title="Box Plot Styling Outliers")
plot(data, layout)
end
function box6()
trace1 = box(;y=[2.37, 2.16, 4.82, 1.73, 1.04, 0.23, 1.32, 2.91, 0.11,
4.51, 0.51, 3.75, 1.35, 2.98, 4.50, 0.18, 4.66, 1.30,
2.06, 1.19],
name="Only Mean",
marker_color="rgb(8, 81, 156)",
boxmean=true)
trace2 = box(;y=[2.37, 2.16, 4.82, 1.73, 1.04, 0.23, 1.32, 2.91, 0.11,
4.51, 0.51, 3.75, 1.35, 2.98, 4.50, 0.18, 4.66, 1.30,
2.06, 1.19],
name="Mean and Standard Deviation",
marker_color="rgb(10, 140, 208)",
boxmean="sd")
data = [trace1, trace2]
layout = Layout(;title="Box Plot Styling Mean and Standard Deviation")
plot(data, layout)
end
function box7()
y0 = ["day 1", "day 1", "day 1", "day 1", "day 1", "day 1",
"day 2", "day 2", "day 2", "day 2", "day 2", "day 2"]
trace1 = box(;x=[0.2, 0.2, 0.6, 1.0, 0.5, 0.4, 0.2, 0.7, 0.9, 0.1, 0.5, 0.3],
y=y0,
name="kale",
marker_color="#3D9970",
boxmean=false,
orientation="h")
trace2 = box(;x=[0.6, 0.7, 0.3, 0.6, 0.0, 0.5, 0.7, 0.9, 0.5, 0.8, 0.7, 0.2],
y=y0,
name="radishes",
marker_color="#FF4136",
boxmean=false,
orientation="h")
trace3 = box(;x=[0.1, 0.3, 0.1, 0.9, 0.6, 0.6, 0.9, 1.0, 0.3, 0.6, 0.8, 0.5],
y=y0,
name="carrots",
marker_color="#FF851B",
boxmean=false,
orientation="h")
data = [trace1, trace2, trace3]
layout = Layout(;title="Grouped Horizontal Box Plot",
xaxis=attr(title="normalized moisture", zeroline=false),
boxmode="group")
plot(data, layout)
end
function box8()
trace1 = box(;y=[1, 2, 3, 4, 4, 4, 8, 9, 10],
name="Sample A",
marker_color="rgb(214, 12, 140)")
trace2 = box(;y=[2, 3, 3, 3, 3, 5, 6, 6, 7],
name="Sample B",
marker_color="rgb(0, 128, 128)")
data = [trace1, trace2]
layout = Layout(;title="Colored Box Plot")
plot(data, layout)
end
function box9()
xData = ["Carmelo<br>Anthony", "Dwyane<br>Wade", "Deron<br>Williams",
"Brook<br>Lopez", "Damian<br>Lillard", "David<br>West",
"Blake<br>Griffin", "David<br>Lee", "Demar<br>Derozan"]
_getrandom(num, mul) = mul .* rand(num)
yData = Array[
_getrandom(30, 10),
_getrandom(30, 20),
_getrandom(30, 25),
_getrandom(30, 40),
_getrandom(30, 45),
_getrandom(30, 30),
_getrandom(30, 20),
_getrandom(30, 15),
_getrandom(30, 43)
]
colors = ["rgba(93, 164, 214, 0.5)", "rgba(255, 144, 14, 0.5)",
"rgba(44, 160, 101, 0.5)", "rgba(255, 65, 54, 0.5)",
"rgba(207, 114, 255, 0.5)", "rgba(127, 96, 0, 0.5)",
"rgba(255, 140, 184, 0.5)", "rgba(79, 90, 117, 0.5)",
"rgba(222, 223, 0, 0.5)"]
data = GenericTrace[]
for i in 1:length(xData)
trace = box(;y=yData[i],
name=xData[i],
boxpoints="all",
jitter=0.5,
whiskerwidth=0.2,
fillcolor="cls",
marker_size=2,
line_width=1)
push!(data, trace)
end
t = "Points Scored by the Top 9 Scoring NBA Players in 2012"
layout = Layout(;title=t,
yaxis=attr(autorange=true, showgrid=true, zeroline=true,
dtick=5, gridcolor="rgb(255, 255, 255)",
gridwidth=1,
zerolinecolor="rgb(255, 255, 255)",
zerolinewidth=2),
margin=attr(l=40, r=30, b=80, t=100),
paper_bgcolor="rgb(243, 243, 243)",
plot_bgcolor="rgb(243, 243, 243)",
showlegend=false)
plot(data, layout)
end
function box10()
n_box = 30
colors = ["hsl($i, 50%, 50%)" for i in range(0, stop=360, length=n_box)]
gen_y_data(i) =
(3.5*sin(pi*i/n_box) + i/n_box) .+ (1.5+0.5*cos(pi*i/n_box)).*rand(10)
ys = Array[gen_y_data(i) for i in 1:n_box]
# Create Traces
data = GenericTrace[box(y=y, marker_color=mc) for (y, mc) in zip(ys, colors)]
#Format the layout
layout = Layout(;xaxis=attr(;showgrid=false, zeroline=false,
tickangle=60, showticklabels=true),
yaxis=attr(;zeroline=false, gridcolor="white"),
paper_bgcolor="rgb(233, 233, 233)",
plot_bgcolor="rgb(233, 233, 233)",
showlegend=true)
plot(data, layout)
end