In this case, you can plot your two data sets on different axes. To do so, you can get your histogram data using matplotlib, clear the axis, and then re-plot it on two separate axes (shifting the bin edges so that they don't overlap):

Plot histogram with multiple sample sets and demonstrate: Use of legend with multiple sample sets. Stacked bars. Step curve with no fill. Data sets of different sample sizes. Selecting different bin counts and sizes can significantly affect the shape of a histogram. The Astropy docs have a great section on how to select these parameters: http ...

Generate data and plot a simple histogram# To generate a 1D histogram we only need a single vector of numbers. For a 2D histogram we'll need a second vector. We'll generate both below, and show the histogram for each vector.

Nov 24, 2017 · For each variable, I want to plot the histogram to understand the variable distribution. However, it is too manual to write code to plot one by one, can I have something like a for loop to draw 30 histograms one under another at one go? For example:

Apr 9, 2015 · Matplotlib provides some nice examples of how to use subplots. Your problem is fixed like: fig=plt.figure() for i, var_name in enumerate(variables): ax=fig.add_subplot(n_rows,n_cols,i+1) df[var_name].hist(bins=10,ax=ax) ax.set_title(var_name+" Distribution") fig.tight_layout() # Improves appearance a bit. plt.show() Which gives a plot like:

Multiple histograms side by side# This example plots horizontal histograms of different samples along a categorical x-axis. Additionally, the histograms are plotted to be symmetrical about their x-position, thus making them very similar to violin plots.

Sep 26, 2024 · There are several approaches to achieve this, each with its own advantages and use cases. The simplest method to plot two histograms together is to call plt.hist () twice on the same axes. Here’s an example: Output: In this example, we generate two sets of data and plot them using separate plt.hist () calls.

Feb 14, 2025 · This article explores how to plot histograms for multiple features in a dataset using Seaborn and Matplotlib's gridspec. Why Use Gridspec for Multiple Plots? When dealing with multiple features, plotting individual histograms separately can be inefficient.

Apr 25, 2025 · Multiple Histograms with Subplots. Let’s generates two histograms side by side using Matplotlib in Python, each with its own set of random data and provides a visual comparison of the distributions of data1 and data2 using histograms.

Aug 28, 2015 · There are a couple ways that you could handle this. First, you could want each plot on an entirely separate figure. In which case, matplotlib lets you keep track of various figures. Or, you can divide your figure into multiple subplots and plot a histogram on each of those. In which case matplotlib lets you keep track of the various subplots.