matplotlib/python相同的代码会生成不同的图吗? [英] matplotlib/python Same code generate different plots?

问题描述

我在另一个问题上寻求帮助，当我尝试答案的代码时，我得到了不同的画面.我真的希望我的情节与答案作者生成的情节相同.我正在使用 spyder/pycharm 生成图片.

我没有更改任何 matplotlib 常规设置.

代码

  l = [23948.30，23946.20，23961.20，23971.70，23956.30，23987.30]def box_plot(circ_list):无花果，ax = plt.subplots()plt.boxplot(circ_list, 0, 'rs', 0, showmeans=True)plt.ylim((0.28, 1.5))ax.set_yticks([])标签 = ["{}".format(int(i)) for i in ax.get_xticks()]ax.set_xticklabels(标签)ax.spines ['right'].set_color('none')ax.spines['top'].set_color('none')ax.spines['left'].set_color('none')ax.spines ['bottom'].set_position('center')ax.spines['bottom'].set_color('none')ax.xaxis.set_ticks_position('底部')plt.show()box_plot(l)

答案的情节

我的情节

这是我从那里得到代码的相关问题:(还没有解决，请帮忙)

代码 2

 将matplotlib.pyplot导入为plt将seaborn导入为sns#< ---只能更改！！l = [23948.30、23946.20、23961.20、23971.70、23956.30、23987.30]def box_plot(circ_list):无花果，ax = plt.subplots()plt.boxplot(circ_list，0，'rs'，0，showmeans = True)plt.ylim((0.28，1.5))ax.set_yticks([])标签 = ["{}".format(int(i)) for i in ax.get_xticks()]ax.set_xticklabels(标签)ax.spines ['right'].set_color('none')ax.spines['top'].set_color('none')ax.spines['left'].set_color('none')ax.spines ['bottom'].set_position('center')ax.spines['bottom'].set_color('none')ax.xaxis.set_ticks_position('底部')plt.savefig('box.png')plt.show()box_plot(l)

情节 2:

I was asking for help in another question and when I try the answer's code I got a different picture. I really want my plot to be the same with the plot that was generated from the answer's author. I am using spyder/pycharm to generate the pictures.

I did not change any matplotlib general settings.

The Code

l = [23948.30, 23946.20, 23961.20, 23971.70, 23956.30, 23987.30]

def box_plot(circ_list):
    fig, ax = plt.subplots()
    plt.boxplot(circ_list, 0, 'rs', 0, showmeans=True)
    plt.ylim((0.28, 1.5))
    ax.set_yticks([])
    labels = ["{}".format(int(i)) for i in ax.get_xticks()]
    ax.set_xticklabels(labels)
    ax.spines['right'].set_color('none')
    ax.spines['top'].set_color('none')
    ax.spines['left'].set_color('none')
    ax.spines['bottom'].set_position('center')
    ax.spines['bottom'].set_color('none')
    ax.xaxis.set_ticks_position('bottom')
    plt.show()

box_plot(l)

The answer's plot

My plot

This is the related question where I got the code from:(also not solved yet please help)

python/matplotlib/seaborn- boxplot on an x axis with data points

解决方案

Like @Mad Physicist pointed out in the comments, seaborn changes many styles and features of the plots:

Code 1

import matplotlib.pyplot as plt

l = [23948.30, 23946.20, 23961.20, 23971.70, 23956.30, 23987.30]

def box_plot(circ_list):
    fig, ax = plt.subplots()
    plt.boxplot(circ_list, 0, 'rs', 0, showmeans=True)
    plt.ylim((0.28, 1.5))
    ax.set_yticks([])
    labels = ["{}".format(int(i)) for i in ax.get_xticks()]
    ax.set_xticklabels(labels)
    ax.spines['right'].set_color('none')
    ax.spines['top'].set_color('none')
    ax.spines['left'].set_color('none')
    ax.spines['bottom'].set_position('center')
    ax.spines['bottom'].set_color('none')
    ax.xaxis.set_ticks_position('bottom')
    plt.savefig('box.png')
    plt.show()

box_plot(l)

Plot 1:

Code 2

import matplotlib.pyplot as plt
import seaborn as sns            # <--- Only change!!

l = [23948.30, 23946.20, 23961.20, 23971.70, 23956.30, 23987.30]

def box_plot(circ_list):
    fig, ax = plt.subplots()
    plt.boxplot(circ_list, 0, 'rs', 0, showmeans=True)
    plt.ylim((0.28, 1.5))
    ax.set_yticks([])
    labels = ["{}".format(int(i)) for i in ax.get_xticks()]
    ax.set_xticklabels(labels)
    ax.spines['right'].set_color('none')
    ax.spines['top'].set_color('none')
    ax.spines['left'].set_color('none')
    ax.spines['bottom'].set_position('center')
    ax.spines['bottom'].set_color('none')
    ax.xaxis.set_ticks_position('bottom')
    plt.savefig('box.png')
    plt.show()

box_plot(l)

Plot 2:

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