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<h1>
Mixed Subplots
in
Julia
</h1>
<p>How to make mixed subplots in Julia with Plotly. </p>
<br>
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<h4>Mixed Subplots</h4>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames, HTTP
df = CSV.File(
HTTP.get( "https://raw.githubusercontent.com/plotly/datasets/master/volcano_db.csv").body
) |> DataFrame
# frequency of Country
freq = combine(groupby(df, :Country), nrow)
# read in 3d volcano surface data
df_v = CSV.File(
HTTP.get( "https://raw.githubusercontent.com/plotly/datasets/master/volcano.csv").body
) |> DataFrame
# Initialize figure with subplots
fig = make_subplots(
rows=2, cols=2,
column_widths=[0.6, 0.4],
row_heights=[0.4, 0.6],
specs=[
Spec(kind="geo", rowspan=2) Spec(kind="xy")
missing Spec(kind= "scene")
]
)
# TODO: Plot not staying in it's sub plot spot
# Add scattergeo globe map of volcano locations
add_trace!(
fig,
scattergeo(
lat=df[!, "Latitude"],
lon=df[!, "Longitude"],
mode="markers",
hoverinfo="text",
showlegend=false,
marker=attr(color="crimson", size=4, opacity=0.8),
projection_type="orthographic",
landcolor="white",
oceancolor="MidnightBlue",
showocean=true,
lakecolor="LightBlue"
),
row=1, col=1
)
# Add locations bar chart
add_trace!(
fig,
bar(x=freq[!,"Country"][1:11],y=freq[!, "nrow"][1:11], marker_color="crimson", showlegend=false),
row=1, col=2
)
# Add 3d surface of volcano
add_trace!(
fig,
surface(z=Matrix{Int64}(df_v), showscale=false),
row=2, col=2
)
# Set theme, margin, and annotation in layout
relayout!(
fig,
geo=attr(projection_type="orthographic",
landcolor="white",
oceancolor="MidnightBlue",
showocean=true,
lakecolor="LightBlue"),
xaxis2_tickangle=45,
template=templates.plotly_dark,
margin=attr(r=10, t=25, b=40, l=60),
annotations=[
attr(
text="Source: NOAA",
showarrow=false,
xref="paper",
yref="paper",
x=0,
y=0)
]
)
fig</code></pre>
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class="plotly-graph-div"
style="height:100%; width:100%;">
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if (document.getElementById('bd102153-1b71-4e17-9207-607461af0d90')) {
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<button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button>
<span style="float: left; padding-top:13px; padding-right:10px;"><i class="fa fa-search fa-lg"></i></span>
<input id="search-input" class="search-input" type="text" placeholder="" />
</div>
<div class="modal-body" id="modal-body">
<div id="search-results" class="search-results">
<div id="primary-search-results" class="primary-search-results"></div>
<div id="schema-search-results" class="schema-search-results"></div>
</div>
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window.plotly_doc_language = "julia";
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window.ALGOLIA_CONFIG = {
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'indexName': 'julia_docs',
'apiKey': '4dae07ded6a721de73bde7356eec9280',
'baseurl': '/'
}
</script>
<script id="algolia__template" type="text/template">
<div class="algolia__result">
<a class="algolia__result-link" onClick="$('#myModal').modal('toggle')" href="/{{ permalink }}">{{{ _highlightResult.name.value }}}</a>
<div class="algolia__result-text">{{{ _highlightResult.description.value }}}</div>
</div>
</script>
<script id="algolia__secondary-template" type="text/template">
<div class="algolia__secondary-result">
<a class="algolia__result-link" onClick="$('#myModal').modal('toggle')" href="/{{ permalink }}">{{{ _highlightResult.name.value }}}</a>
<div class="algolia__result-text">{{{ _highlightResult.description.value }}}</div>
</div>
</script>
<script id="algolia__template--no-results" type="text/template">No results found.</script>
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