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期刊图片复现|Python绘制多层圆环图/旭日图

  • 2026-02-28 04:22:24
期刊图片复现|Python绘制多层圆环图/旭日图

代码绘制成果展示

论文:Assessment and early warning of the coupled carrying capacity of water  resources, environment, and ecology: A case study of Ordos
论文原图
仿图
多种配色

代码解释

第一部分

库的导入以及字体设置
# =========================================================================================# ====================================== 1. 环境设置 =======================================# =========================================================================================import matplotlib.pyplot as pltimport numpy as npimport matplotlib.patches as mpatchesimport pandas as pdimport matplotlibimport colorsys

第二部分

颜色库的设置以及配色方案的选择
# =========================================================================================# ======================================2.颜色库=======================================# =========================================================================================COLOR_SCHEMES = {    1: {        'Driving': ('#D8BDC6''#C69BA6''#C69BA6'),        'Pressure': ('#AED4F2''#86B7E3''#2E75B6'),        'State': ('#EACFB4''#DE9E68''#C67E3F'),        'Impact': ('#FCE5B1''#FFD26F''#EAA816'),        'Response': ('#C8D1A3''#8E9E44''#788836')    },    60: {        'Driving': ('#F5EEF8''#D7BDE2''#633974'),        'Pressure': ('#EAF2F8''#A9CCE3''#154360'),        'State': ('#E8F6F3''#A3E4D7''#0E6655'),        'Impact': ('#E9F7EF''#A9DFBF''#196F3D'),        'Response': ('#FEF5E7''#FAD7A0''#A04000')    }}SCHEME_ID = 60  #设置使用的配色方案color_map = COLOR_SCHEMES.get(SCHEME_ID, COLOR_SCHEMES[1])  #获取配色方案

第三部分

绘图函数:数据准备与分组
# =========================================================================================# ======================================5.绘图函数======================================# =========================================================================================def plot_sunburst_chart(df):    grouped = df.groupby('Subsystem (Inner)'sort=False)  #按照Subsystem列进行分组    categories = grouped.first().index.tolist()  #获取分组后的内层类别并转换为列表    inner_values = grouped['Subsystem Weight'].first().tolist()  #获取内层数值    counts = grouped.size().tolist()  #获取每个分组包含的数量    outer_labels = df['Indicator (Outer)'].astype(str).tolist()  #外层名称    outer_values = df['Indicator Weight'].tolist()  #获取外层数据    inner_colors = [color_map[cat][1] for cat in categories]  #内层颜色    outer_colors = []  #外层颜色列表    label_text_colors = []  #外层标签文字颜色列表

第四部分

绘图函数:初始化画布与绘制双层圆环
    #创建画布    fig, ax = plt.subplots(figsize=(1010))    outer_radius = 1.0  #外层圆环的半径    gap = 0.1 #内外层圆环之间的间隙    inner_radius = outer_radius - 0.2 - gap  #内层圆环的半径                           radius=outer_radius,  #半径                           colors=outer_colors,  #颜色                           startangle=start_angle,  #起始角度                           counterclock=False,  #顺时针                          radius=inner_radius,  #内层半径                          colors=inner_colors,  #颜色                          startangle=start_angle,  #起始角度                          counterclock=False,  #顺时针

第五部分

绘图函数:设置内层圆环的文本标签
    #遍历内层圆环的每一个扇形    for i, w in enumerate(wedges_in):        ang = (w.theta2 - w.theta1) / 2. + w.theta1  #扇形的中心角度        rad_ang = np.deg2rad(ang)  #将角度转换为弧度        r_label = inner_radius - 0.5 / 2  #内层标签显示的半径位置        x = r_label * np.cos(rad_ang)  #标签x坐标        y = r_label * np.sin(rad_ang)  #标签y坐标        text_content = f"{categories[i]}\n{inner_values[i]:.2f}"  #文本内容        #添加文本        ax.text(x,  #x                y,  #y                text_content,  #文本内容                ha='center',  #水平                va='center',  #垂直                fontsize=20,  #字体大小                fontweight='bold',  #加粗                color='black')  #字体颜色

第六部分

绘图函数:设置外层圆环的文本标签以及引导线
     #注释框样式    bbox_props = dict(boxstyle="square,pad=0.2",  #形状,内边距                      fc="w",  #填充颜色                      ec="none",  #无边框颜色                      alpha=0)  #透明度    #遍历外层圆环的每一个扇形    for i, w in enumerate(wedges_out):        ang = (w.theta2 - w.theta1) / 2. + w.theta1  #扇形的中心角度        rad_ang = np.deg2rad(ang)  #将角度转换为弧度        #根据x的正负号确定文本对齐方式        horizontalalignment = {-1"right"1"left"}[int(np.sign(x))]        #文本标签的最终坐标位置        xy_text = (x * 1.2, y * 1.2)        #添加文本        ax.annotate(label_str,  #文本                    xy=(start_x, start_y),  #指向的点坐标                    xytext=xy_text,  #文本放置的坐标                    horizontalalignment=horizontalalignment,  #水平                    verticalalignment="center",  #垂直                    fontsize=16,  #字体大小                    fontweight='bold',  #字体加粗                    color=label_text_colors[i],  #字体颜色                    arrowprops=arrow_props,  #箭头属性                    bbox=bbox_props)  #文本框属性

第七部分

绘图函数:图例设置
    legend_patches = []  #初始化图例图块列表    #创建图例    plt.legend(handles=legend_patches,  #图例图块               loc='lower center',  #位置               bbox_to_anchor=(0.5, -0.18),  #位置坐标               ncol=5,  #列               frameon=False,  #不显示图例边框               prop={'weight''bold''size':22},#字体粗细、大小               columnspacing=0.9,  #列间距               handletextpad=0.1,  #色块和文字之间的距离               labelspacing=0.5  #行间距               )

第八部分

执行部分
# =========================================================================================# ======================================6.执行部分======================================# =========================================================================================if __name__ == "__main__":    data_file_path = fr"data.xlsx"  #文件路径    df = pd.read_excel(data_file_path)  #读取数据    #调用绘图函数    plot_sunburst_chart(df)

如何应用到你自己的数据

1.设置配色:

SCHEME_ID = 60  #设置使用的配色方案

2.设置分组数据列:

grouped = df.groupby('Subsystem (Inner)', sort=False)  #按照Subsystem列进行分组

3.设置内层圆环的数据:

inner_values = grouped['Subsystem Weight'].first().tolist()  #获取内层数值

4.设置外层圆环的数据:

outer_labels = df['Indicator (Outer)'].astype(str).tolist() outer_values = df['Indicator Weight'].tolist()  

5.设置绘图结果的保存地址:

plt.savefig(fr"{SCHEME_ID}.png", dpi=300, bbox_inches='tight')

6.设置原始数据的保存路径:

data_file_path = fr"data.xlsx"  #文件路径

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  1. CONNECT:[ UseTime:0.000350s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000651s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000280s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000293s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000639s ]
  6. SELECT * FROM `set` [ RunTime:0.000229s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000725s ]
  8. SELECT * FROM `article` WHERE `id` = 476041 LIMIT 1 [ RunTime:0.000701s ]
  9. UPDATE `article` SET `lasttime` = 1772298845 WHERE `id` = 476041 [ RunTime:0.000789s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000266s ]
  11. SELECT * FROM `article` WHERE `id` < 476041 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000470s ]
  12. SELECT * FROM `article` WHERE `id` > 476041 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001201s ]
  13. SELECT * FROM `article` WHERE `id` < 476041 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001774s ]
  14. SELECT * FROM `article` WHERE `id` < 476041 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001253s ]
  15. SELECT * FROM `article` WHERE `id` < 476041 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000908s ]
0.078114s