pyecharts制作精美图表，python数据可视化更高级

from pyecharts import Bar #导入bar模块

attr = ["衬衫", "羊毛衫", "雪纺衫", "裤子", "高跟鞋", "袜子"] #设置x轴数据
v1 = [5, 20, 36, 10, 75, 90] #第一组数据
v2 = [10, 25, 8, 60, 20, 80] #第二组数据
bar = Bar("柱状图数据堆叠示例") #实例一个柱状图
bar.add("商家A", attr, v1, is_stack=True) #用add函数往图里添加数据并设置堆叠
bar.add("商家B", attr, v2, is_stack=True)
bar.render() #展示数据

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from pyecharts import Bar

bar = Bar("标记线和标记点示例")
bar.add("商家A", attr, v1, mark_point=["average"]) #设置标记点
bar.add("商家B", attr, v2, mark_line=["min", "max"]) #设置标记线
bar.render()

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from pyecharts import Bar

bar = Bar("x 轴和 y 轴交换")
bar.add("商家A", attr, v1)
bar.add("商家B", attr, v2, is_convert=True) #设置交换XY轴
bar.render()

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import random

attr = ["{}天".format(i) for i in range(30)]
v1 = [random.randint(1, 30) for _ in range(30)] #创建数据
bar = Bar("Bar - datazoom - slider 示例")
bar.add("", attr, v1, is_label_show=True, is_datazoom_show=True) #设置datazoom
bar.render()

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days = ["{}天".format(i) for i in range(30)]
days_v1 = [random.randint(1, 30) for _ in range(30)]
bar = Bar("Bar - datazoom - xaxis/yaxis 示例")
bar.add(
    "",
    days,
    days_v1,
    # 默认为 X 轴，横向
    is_datazoom_show=True,
    datazoom_type="slider",
    datazoom_range=[10, 25],
    # 新增额外的 dataZoom 控制条，纵向
    is_datazoom_extra_show=True,
    datazoom_extra_type="slider",
    datazoom_extra_range=[10, 25],
    is_toolbox_show=False,
)
bar.render()

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bar3d = Bar3D("3D 柱状图示例", width=1200, height=600)
bar3d.add(
    "",
    x_axis,
    y_axis,
    [[d[1], d[0], d[2]] for d in data],
    is_visualmap=True,
    visual_range=[0, 20],
    visual_range_color=range_color,
    grid3d_width=200,
    grid3d_depth=80,
    grid3d_shading="lambert",
)
bar3d.render()

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from pyecharts import Funnel #导入漏斗图

attr = ["衬衫", "羊毛衫", "雪纺衫", "裤子", "高跟鞋", "袜子"]
value = [20, 40, 60, 80, 100, 120]
funnel = Funnel("漏斗图示例")
funnel.add(
    "商品",
    attr,
    value,
    is_label_show=True, #显示标签
    label_pos="inside", #标签位置
    label_text_color="#fff", #颜色
)
funnel.render()

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funnel = Funnel("漏斗图示例", width=600, height=400, title_pos='center')
funnel.add(
    "商品",
    attr,
    value,
    is_label_show=True,
    label_pos="outside",
    legend_orient="vertical",
    legend_pos="left",
)
funnel.render()

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from pyecharts import Gauge #和之前一样 ，导入相关绘图包

gauge = Gauge("仪表盘示例") #标题
gauge.add("业务指标", "完成率", 66.66) #数据
gauge.render()

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from pyecharts import Line #导入相关折线图

attr = ["衬衫", "羊毛衫", "雪纺衫", "裤子", "高跟鞋", "袜子"]
v1 = [5, 20, 36, 10, 10, 100]
v2 = [55, 60, 16, 20, 15, 80] #设置数据
line = Line("折线图示例") #创建一个实例
line.add("商家A", attr, v1, mark_point=["average"]) #添加数据和标记点
line.add("商家B", attr, v2, is_smooth=True, mark_line=["max", "average"])
line.render()

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line = Line("折线图示例")
line.add(
    "商家A",
    attr,
    v1,
    mark_point=["average", {"coord": ["裤子", 10], "name": "这是我想要的第一个标记点"}],
) #添加第一组数据
line.add(
    "商家B",
    attr,
    v2,
    is_smooth=True,
    mark_point=[{"coord": ["袜子", 80], "name": "这是我想要的第二个标记点"}],
) #添加第二组数据
line.render()

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line = Line("折线图-面积图示例")
line.add(
    "商家A",
    attr,
    v1,
    line_opacity=0.2,
    area_opacity=0.4,
    symbol=None,
)
line.add(
    "商家B",
    attr,
    v2,
    is_fill=True,
    area_color="#000",
    area_opacity=0.3, #设置面积
    is_smooth=True,
)
line.render()

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from pyecharts import Line3D

import math
_data = []
for t in range(0, 25000):
    _t = t / 1000
    x = (1 + 0.25 * math.cos(75 * _t)) * math.cos(_t)
    y = (1 + 0.25 * math.cos(75 * _t)) * math.sin(_t)
    z = _t + 2.0 * math.sin(75 * _t)
    _data.append([x, y, z])
range_color = [
    '#313695', '#4575b4', '#74add1', '#abd9e9', '#e0f3f8', '#ffffbf',
    '#fee090', '#fdae61', '#f46d43', '#d73027', '#a50026']
line3d = Line3D("3D 折线图示例", width=1200, height=600)
line3d.add(
    "",
    _data,
    is_visualmap=True,
    visual_range_color=range_color,
    visual_range=[0, 30],
    is_grid3d_rotate=True,
    grid3d_rotate_speed=180,
)
line3d.render()

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from pyecharts import Pie

attr = ["衬衫", "羊毛衫", "雪纺衫", "裤子", "高跟鞋", "袜子"]
v1 = [11, 12, 13, 10, 10, 10]
pie = Pie("饼图示例")
pie.add("", attr, v1, is_label_show=True) #显示标签
pie.render()

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from pyecharts import Pie

attr = ["衬衫", "羊毛衫", "雪纺衫", "裤子", "高跟鞋", "袜子"]
v1 = [11, 12, 13, 10, 10, 10]
pie = Pie("饼图-圆环图示例", title_pos='center') ¥创建饼图
pie.add(
    "",
    attr,
    v1,
    radius=[40, 75], #设置两个环大小
    label_text_color=None,
    is_label_show=True,
    legend_orient="vertical",#垂直显示图例
    legend_pos="left",#图例放在左边
)
pie.render()

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from pyecharts import Pie

attr = ["衬衫", "羊毛衫", "雪纺衫", "裤子", "高跟鞋", "袜子"]
v1 = [11, 12, 13, 10, 10, 10]
v2 = [19, 21, 32, 20, 20, 33]
pie = Pie("饼图-玫瑰图示例", title_pos='center', width=900)
pie.add(
    "商品A",
    attr,
    v1,
    center=[25, 50],
    is_random=True,
    radius=[30, 75],
    rosetype="radius",
)
pie.add(
    "商品B",
    attr,
    v2,
    center=[75, 50],
    is_random=True,
    radius=[30, 75],
    rosetype="area",
    is_legend_show=False,
    is_label_show=True,
)
pie.render()

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from pyecharts import Map

value = [155, 10, 66, 78, 33, 80, 190, 53, 49.6]
attr = [
    "福建", "山东", "北京", "上海", "甘肃", "新疆", "河南", "广西", "西藏"
    ]
map = Map("Map 结合 VisualMap 示例", width=1200, height=600)
map.add(
    "",
    attr,
    value,
    maptype="china", #设置中国
    is_visualmap=True,
    visual_text_color="#000",
)
map.render()

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from pyecharts import Map

value = [20, 190, 253, 77, 65]
attr = ['汕头市', '汕尾市', '揭阳市', '阳江市', '肇庆市']
map = Map("广东地图示例", width=1200, height=600)
map.add(
    "", attr, value, maptype="广东", is_visualmap=True, visual_text_color="#000"
) #设置广东省
map.render()

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value = [95.1, 23.2, 43.3, 66.4, 88.5]
attr= ["China", "Canada", "Brazil", "Russia", "United States"]
map = Map("世界地图示例", width=1200, height=600)
map.add(
    "",
    attr,
    value,
    maptype="world", #设置世界地图
    is_visualmap=True,
    visual_text_color="#000",
)
map.render()

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from pyecharts import WordCloud

name = [
    'Sam S Club', 'Macys', 'Amy Schumer', 'Jurassic World', 'Charter Communications',
    'Chick Fil A', 'Planet Fitness', 'Pitch Perfect', 'Express', 'Home', 'Johnny Depp',
    'Lena Dunham', 'Lewis Hamilton', 'KXAN', 'Mary Ellen Mark', 'Farrah Abraham',
    'Rita Ora', 'Serena Williams', 'NCAA baseball tournament', 'Point Break']
value = [
    10000, 6181, 4386, 4055, 2467, 2244, 1898, 1484, 1112,
    965, 847, 582, 555, 550, 462, 366, 360, 282, 273, 265]
wordcloud = WordCloud(width=1300, height=620)
wordcloud.add("", name, value, word_size_range=[20, 100]) #设置大小
wordcloud.render()

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