More advanced data visualization, using Pyecharts to create beautiful charts

At present, Pyecharts has been updated to 1.x version, which has a very different composition syntax from 0.5.x version. The syntax of 1.x version is closer to Echarts, but it is still easy to understand. Therefore, this article is based on Pyecharts 0.5.11. Most examples come from official documentation and are annotated. I suggest you open jupyter Notebook and learn.

from pyecharts import Bar # import bar module attr = [" shirt "and" sweater ", "snow spins unlined upper garment", "pants", "high heels", "socks"] # data set x axis v1 = [5, 20, 36, 10, 75, 90] # the first set of data the v2 = [8, 10, 25, 60, Add (attr, v1, is_stack=True) # Add (attr, v1, is_stack=True) Attr, v2, is_stack=True)bar.render() #Copy the code

from pyecharts import Barbar = Bar("Examples of marker lines and markers")bar.add("Merchants A", attr, v1, mark_point=["average"]) Add (" merchant B", attr, v2, mark_line=["min", "Max "]) # render()Copy the code

from pyecharts import Barbar = Bar("X and y switch")bar.add("Merchants A", attr, v1)bar.add(Merchants "B", attr, v2, is_convert=True) Bar.render ()Copy the code

import randomattr = ["{} days".format(i) for i in range(30)]v1 = [random.randint(1, 30) for _ in range(30)] Bar. Add ("", attr, v1, is_label_show=True, Is_datazoom_show =True) # set datazoombar.render()Copy the code

days = ["{} days".format(i) for i in range(30)]days_v1 = [random.randint(1, 30) for _ in range(30)]bar = Bar("Bar-datazoom - xaxis/yaxis example")bar.add(    "",    days,    days_v1,    Is_datazoom_show =True, datazoom_type="slider", datazoom_range=[10, 25], Is_datazoom_extra_show =True, datazoom_extra_type="slider", datazoom_extra_range=[10, 25], is_toolbox_show=False,)bar.render()Copy the code

bar3d = Bar3D("Sample 3D Bar Chart", 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()Copy the code

from pyecharts import Funnel # import funnel figure attr = [" shirt "and" sweater ", "snow spins unlined upper garment", "pants", "high heels", "socks"] value = [20, 40, 60, 80, 100, 120]funnel = ="inside", attr, value, is_label_show=True, Label_text_color ="# FFF ", # color)funnel.render()Copy the code

funnel = Funnel("Sample funnel plot", width=600, height=400, title_pos='center')funnel.add(    "Goods",    attr,    value,    is_label_show=True,    label_pos="outside",    legend_orient="vertical",    legend_pos="left",)funnel.render()Copy the code

from pyecharts import Gauge # gauge = gauge (" dashboard example ") # title gauge. Add (" business indicator ", "completion rate ", 66.66) # data gauge. Render ()Copy the code

from pyecharts import Line # import related line chart attr = [" shirt "and" sweater ", "snow spins unlined upper garment", "pants", "high heels", "socks"] v1 = [5, 20, 36, 10, 10, 100] v2 = [55, 60, 16, 20, 15, Add (" merchant A", attr, v1, mark_point=["average"]) # add(" merchant B", attr, v1, mark_point=["average"]) # v2, is_smooth=True, mark_line=["max", "average"])line.render()Copy the code

line = Line("Sample line chart")line.add(    "Merchants A",    attr,    v1,    mark_point=["average", {"coord": ["Pants", 10]."name": "This is the first marker I want."}],) Line. add(" merchant B", attr, v2, is_smooth=True, mark_point=[{"coord": [" hosiery ", 80], "name": "This is the second marker I want "}],) # add second data line.render()Copy the code

line = Line("Line Chart - Sample Area Chart")line.add(    "Merchants A",    attr,    v1,    line_opacity=0.2,    area_opacity=0.4,    symbol=None,)line.add(    Merchants "B",    attr,    v2,    is_fill=True,    area_color="# 000", area_opacity = 0.3,# set area is_smooth=True,)line.render()Copy the code

from pyecharts import Line3Dimport math_data = []for t inrange(0, 25000): _t = t / 1000 x = (1 + 0.25 * math. Cos _t (75 *)) * math.h cos (_t) y = (1 + 0.25 * math. Cos _t (75 *)) * math.h sin (z = _t _t) Math. Sin (75 * _t) _data.appEnd ([x, y, z])range_color = ['# 313695'.'#4575b4'.'#74add1'.'#abd9e9'.'#e0f3f8'.'#ffffbf'.'#fee090'.'#fdae61'.'#f46d43'.'#d73027'.'#a50026']line3d = Line3D("Sample 3D Line Chart", 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()Copy the code

from pyecharts import Pieattr = ["Shirt"."Cardigan"."Chiffon shirt."."Pants"."High heels"."Socks"]v1 = [11, 12, 13, 10, 10, 10]pie = Pie("Sample pie chart")pie.add("", attr, v1, is_label_show=True) Pie.render ()Copy the code

from pyecharts import Pieattr = ["Shirt"."Cardigan"."Chiffon shirt."."Pants"."High heels"."Socks"]v1 = [11, 12, 13, 10, 10, 10]pie = Pie("Pie chart - Circle Chart Example", title_pos='center'¥create pie chart pie.add("",    attr,    v1,    radius=[40, 75], Label_text_color =None, is_label_show=True, Legend_pos ="left", legend_pos="left", legend_pos="left", legend_pos="left")pie.render()Copy the code

from pyecharts import Pieattr = ["Shirt"."Cardigan"."Chiffon shirt."."Pants"."High heels"."Socks"]v1 = [11, 12, 13, 10, 10, 10]v2 = [19, 21, 32, 20, 20, 33]pie = Pie("Pie Chart - Sample Rose Chart", title_pos='center', width=900)pie.add(    Products "A",    attr,    v1,    center=[25, 50],    is_random=True,    radius=[30, 75],    rosetype="radius",)pie.add(    "Product B",    attr,    v2,    center=[75, 50],    is_random=True,    radius=[30, 75],    rosetype="area",    is_legend_show=False,    is_label_show=True,)pie.render()Copy the code

Pyecharts import Mapvalue = [155, 10, 66, 78, 33, 80, 190, 53, 49.6]attr = ["Fujian"."Shandong"."Beijing"."Shanghai"."Gansu"."Xinjiang"."Henan"."Guangxi"."Tibet"    ]map = Map("Map with VisualMap example", width=1200, height=600)map.add(    "",    attr,    value,    maptype="china".Is_visualmap =True, visual_text_color="#000",)map.render()Copy the code

from pyecharts import Mapvalue = [20, 190, 253, 77, 65]attr = ['Shantou'.shanwei.'Jieyang'.'Yangjiang'.'Zhaoqing']map = Map("Sample Map of Guangdong", width=1200, height=600)map.add(    "", attr, value, maptype="Guangdong", is_visualmap=True, visual_text_color="# 000") # set guangdong map.render()Copy the code

Value = [95.1, 23.2, 43.3, 66.4, 88.5]attr= ["China"."Canada"."Brazil"."Russia"."United States"]map = Map("Sample World Map", width=1200, height=600)map.add(    "",    attr,    value,    maptype="world".Is_visualmap =True, visual_text_color="#000",)map.render()Copy the code

from pyecharts import WordCloudname = [    '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]) # set size wordcloud.render()Copy the code