CODEWITHSUNDEEP
pythonmatplotlibboxplot
Piyush Ghasiya
Piyush Ghasiya

Reputation: 515

How to plot a box plot with two summary statistics using Matplotlib?

I have summary statistics for my data:

Summary 1: min = 0, 1st quarter = 5, median = 200, mean = 455, 3rd quarter = 674, max = 980

Summary 2: min = 1, 1st quarter = 7.5, median = 254, mean = 586, 3rd quarter = 851, max = 1021

I want to plot box plot using matplotlib from these statistics by plotting Summary 1 and 2 side by side.

I can plot the graph (box plot) for each of the summary separately (two graph) but couldn't do it in single plot.

I am using below code for separate box plot:

import matplotlib.pyplot as plt

stats = [{
    "label": 'Summary 1',  # not required
    "mean":  455,  # not required
    "med": 200,
    "q1": 5,
    "q3": 674,
    "whislo": 0,  # required (min)
    "whishi": 980,  # required (max)
    "fliers": []  # required if showfliers=True
    }]


fs = 10  # fontsize

fig, axes = plt.subplots(nrows=1, ncols=1, figsize=(6, 6), sharey=True)
axes.bxp(stats)
axes.set_title('Boxplot for Summary 1', fontsize=fs)
plt.show()

Can anyone tell me how can I do it?

Upvotes: 0

Views: 1107

Answers (1)

ramzeek
ramzeek

Reputation: 2315

Looking at the value of stats in the source code of the example on the matplotlib docs, you need to put them both into the same list.

import matplotlib.pyplot as plt

stats = [{
    "label": 'Summary 1',  # not required
    "mean":  455,  # not required
    "med": 200,
    "q1": 5,
    "q3": 674,
    "whislo": 0,  # required (min)
    "whishi": 980,  # required (max)
    "fliers": []  # required if showfliers=True
    },
         {
    "label": 'Summary 2',  # not required
    "mean":586,  # not required
    "med": 254,
    "q1": 7.5,
    "q3": 851,
    "whislo": 1,  # required (min)
    "whishi": 1021,  # required (max)
    "fliers": []  # required if showfliers=True
    }]


fs = 10  # fontsize

fig, axes = plt.subplots(nrows=1, ncols=1, figsize=(6, 6), sharey=True)
axes.bxp(stats)
axes.bxp(stats)
axes.set_title('Boxplot for Summary 1', fontsize=fs)
plt.show()

boxplots

Upvotes: 1

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