数据质量分析_绘制直方图和饼状图

2019独角兽企业重金招聘Python工程师标准>>> hot3.png

"""
绘制数据种类直方图、饼状图
"""

import numpy as np
import matplotlib.pyplot as plt
from matplotlib import mlab
from matplotlib import rcParams
import pandas as pd


def draw_zhifangtu():
    fig1 = plt.figure(2)
    rects1 = plt.bar(left=(0.2), height=(0.5), color=('g'), label=(('no1')), width=0.2, align="center", yerr=0.000001)
    rects2 = plt.bar(left=(1), height=(1), color=('r'), label=(('no2')), width=0.2, align="center", yerr=0.000001)
    plt.legend()
    plt.xticks((0.2, 1), ('frst', 'second'))
    plt.title('Pe')

    def autolabel(rects):
        for rect in rects:
            height = rect.get_height()
            plt.text(rect.get_x() + rect.get_width() / 2., 1.03 * height, '%s' % float(height))

    autolabel(rects1)
    autolabel(rects2)
    plt.show()


def draw_bingzhuangtu():
    import numpy as np
    import matplotlib.pyplot as plt

    labels = 'A', 'B', 'C', 'D'
    fracs = [15, 30.55, 44.44, 10]
    explode = [0, 0.1, 0, 0]  # 0.1 凸出这部分,
    plt.axes(aspect=1)  # set this , Figure is round, otherwise it is an ellipse
    # autopct ,show percet
    plt.pie(x=fracs, labels=labels, explode=explode, autopct='%3.1f %%',
            shadow=True, labeldistance=1.1, startangle=90, pctdistance=0.6

            )
    '''
    labeldistance,文本的位置离远点有多远,1.1指1.1倍半径的位置
    autopct,圆里面的文本格式,%3.1f%%表示小数有三位,整数有一位的浮点数
    shadow,饼是否有阴影
    startangle,起始角度,0,表示从0开始逆时针转,为第一块。一般选择从90度开始比较好看
    pctdistance,百分比的text离圆心的距离
    patches, l_texts, p_texts,为了得到饼图的返回值,p_texts饼图内部文本的,l_texts饼图外label的文本
    '''

    plt.show()


if __name__ == '__main__':
    draw_zhifangtu()
    draw_bingzhuangtu()

转载于:https://my.oschina.net/marjeylee/blog/1516609

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