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Histograms in Julia
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<h1>
Histograms
in
Julia
</h1>
<p>How to make Histograms in Julia with Plotly. </p>
<br>
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<a href=" /r/histograms/" class="list-lib-item r">
<div class="item-icon">
</div>
<p class="item-language">
R
</p>
</a>
<a target="_blank" href="https://plotly.com/chart-studio-help/make-a-histogram/" class="list-lib-item studio">
<div class="item-icon">
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Studio
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</header>
<!-- Start Plotly Basics Section -->
<section class="tutorial-content">
<div class="rendered rendered_html">
<p>In statistics, a <a href="https://en.wikipedia.org/wiki/Histogram">histogram</a> is representation of the distribution of numerical data, where the data are binned and the count for each bin is represented. More generally, in plotly a histogram is an aggregated bar chart, with several possible aggregation functions (e.g. sum, average, count...).</p>
<p>If you"re looking instead for bar charts, i.e. representing <em>raw, unaggregated</em> data with rectangular bar, go to the <a href="/julia/bar-charts/">Bar Chart tutorial</a>.</p>
<h2>Histograms with DataFrames</h2>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames
df = dataset(DataFrame, "tips")
plot(df, x=:total_bill, kind="histogram")</code></pre>
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<h4>Choosing the number of bins</h4>
<p>By default, the number of bins is chosen so that this number is comparable to the typical number of samples in a bin. This number can be customized, as well as the range of values.</p>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames
df = dataset(DataFrame, "tips")
plot(df, x=:total_bill, kind="histogram", nbinsx=20)</code></pre>
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</div>
<h3>Histograms on Date Data</h3>
<p>Plotly histograms will automatically bin date data in addition to numerical data:</p>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames
df = dataset(DataFrame, "stocks")
plot(df, x=:date, kind="histogram", Layout(bargap=0.2))</code></pre>
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</div>
<h3>Histograms on Categorical Data</h3>
<p>Plotly histograms will automatically bin numerical or date data but can also be used on raw categorical data, as in the following example, where the X-axis value is the categorical "day" variable:</p>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames
df = dataset(DataFrame, "tips")
plot(df,
x=:day, kind="histogram",
Layout(xaxis=attr(categoryorder="array", categoryarray=["Thur", "Fri", "Sat", "Sun"]))
)</code></pre>
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<h4>Type of normalization</h4>
<p>The default mode is to represent the count of samples in each bin. With the <code>histnorm</code> argument, it is also possible to represent the percentage or fraction of samples in each bin (<code>histnorm="percent"</code> or <code>probability</code>), or a density histogram (the sum of all bar areas equals the total number of sample points, <code>density</code>), or a probability density histogram (the sum of all bar areas equals 1, <code>probability density</code>).</p>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames
df = dataset(DataFrame, "tips")
plot(df, x=:total_bill, kind="histogram", histnorm="probability density")</code></pre>
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<h4>Aspect of the histogram plot</h4>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames
df = dataset(DataFrame, "tips")
plot(
df, x=:total_bill, marker=attr(opacity=0.8, color="indianred"), kind="histogram",
Layout(title_text="Histogram of bills", xaxis_title_text="total bill", yaxis_type="log")
)</code></pre>
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</div>
<h4>Several histograms for the different values of one column</h4>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames
df = dataset(DataFrame, "tips")
plot(df, x=:total_bill, kind="histogram", color=:sex, Layout(barmode="stack"))</code></pre>
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<h4>Using histfunc</h4>
<p>For each bin of <code>x</code>, one can compute a function of data using <code>histfunc</code>. The argument of <code>histfunc</code> is the dataframe column given as the <code>y</code> argument. Below the plot shows that the average tip increases with the total bill.</p>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames
df = dataset(DataFrame, "tips")
plot(df, x=:total_bill, y=:tip, kind="histogram", histfunc="avg")</code></pre>
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<h3>Horizontal Histogram</h3>
<pre><code class="language-julia">using PlotlyJS, CSV, DataFrames
df = dataset(DataFrame, "tips")
# Use `y` argument instead of `x` for horizontal histogram
plot(df, y=:total_bill, kind="histogram")</code></pre>
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)
}
});
</script>
</div>
<h3>Overlaid Histogram</h3>
<pre><code class="language-julia">using PlotlyJS
plot(
[histogram(x=randn(500), opacity=0.6), histogram(x=randn(500), opacity=0.6)],
Layout(barmode="overlay")
)</code></pre>
<div>
<div
id=497f110e-9d05-440c-919c-8a3bbe13022d
class="plotly-graph-div"
style="height:100%; width:100%;">
</div>
<script type="text/javascript">
require(["plotly"], function(Plotly) {
window.PLOTLYENV = window.PLOTLYENV || {}
if (document.getElementById('497f110e-9d05-440c-919c-8a3bbe13022d')) {
Plotly.newPlot(
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<h3>Stacked Histograms</h3>