pyecharts可视化

pyecharts中的常用可视化工具。

http://pyecharts.org/#/zh-cn/

from pyecharts import options as opts
from pyecharts.faker import Faker
from pyecharts.charts import Bar, Bar3D, Line, Pie, EffectScatter, Funnel, Geo, Liquid, Radar, WordCloud
from pyecharts.globals import ThemeType, SymbolType
import random


bar = Bar(
	init_opts=opts.InitOpts(
		theme=ThemeType.PURPLE_PASSION,
		width='720px',
		height='540px'))

bar.add_xaxis(Faker.choose())
bar.add_yaxis('商家', Faker.values())

# bar.add_yaxis('商家1', Faker.values(), stack='stack1')
# bar.add_yaxis('商家2', Faker.values(), stack='stack1')
# bar.add_yaxis('商家3', Faker.values(), stack='stack2')
# bar.add_yaxis('商家4', Faker.values(), stack='stack2')

bar.set_global_opts(
	title_opts=opts.TitleOpts(
		title='Bar1',
		subtitle='副标题'),
	datazoom_opts=[opts.DataZoomOpts()],
	xaxis_opts=opts.AxisOpts(axislabel_opts=opts.LabelOpts(rotate=30)))

bar.set_series_opts(
	label_opts=opts.LabelOpts(is_show=False),
	markpoint_opts=opts.MarkPointOpts(
		data=[
			opts.MarkPointItem(type_='max', name='最大值'),
			opts.MarkPointItem(type_='min', name='最小值')
		]
	),
	markline_opts=opts.MarkPointOpts(
		data=[
			opts.MarkLineItem(type_='average', name='平均值')
		]
	)
)
bar.reversal_axis()
bar.render()



data = [(i, j, random.randint(0, 12)) for i in range(24) for j in range(6)]
bar3d = Bar3D()
bar3d.add(
	"",
	data,
	xaxis3d_opts=opts.Axis3DOpts(Faker.clock, type_='category'),
	yaxis3d_opts=opts.Axis3DOpts(Faker.week_en, type_='category'),
	zaxis3d_opts=opts.Axis3DOpts(Faker.week_en, type_='value')
)
bar3d.set_global_opts(
	visualmap_opts=opts.VisualMapOpts(max_=20),
	title_opts=opts.TitleOpts(title='Bar3D')
)
bar3d.render()




line = Line()
line.add_xaxis(Faker.choose())
line.add_yaxis(
	'商家1', 
	Faker.values(), 
	is_smooth=True,
	areastyle_opts=opts.AreaStyleOpts(
		opacity=0.2,
		color={
			'type': 'linear',
			'x': 0,
			'y': 0,
			'x2': 0,
			'x2': 1,
			'colorStops': [{
				'offset': 0, 'color': 'red'
			}, {
				'offset': 1, 'color': 'blue'
			}]
		}
	)
)
line.add_yaxis('商家2', Faker.values())
line.set_global_opts(
	title_opts=opts.TitleOpts(
		title='line1',
		subtitle='副标题'
	)
)
line.render()



pie = Pie()
pie.add("",
	[list(z) for z in zip(Faker.choose(), Faker.values())],
	radius=['40%', '75%'],
	rosetype="area")
pie.set_global_opts(
	title_opts=opts.TitleOpts(
		title='Pie1',
		subtitle='副标题')
)

pie.set_series_opts(
	label_opts=opts.LabelOpts(formatter='{b}:{c}')
)

pie.render()



effect_scatter = EffectScatter()
effect_scatter.add_xaxis(Faker.choose())
effect_scatter.add_yaxis(
	'',
	Faker.values(),
	symbol=SymbolType.ARROW)

effect_scatter.set_global_opts(
	title_opts=opts.TitleOpts(
		title='effect_scatter2',
		subtitle='副标题'
	)
)

effect_scatter.render()



funnel = Funnel()
funnel.add(
	'用户转化率',
	[list(z) for z in zip(Faker.choose(), Faker.values())],
	label_opts=opts.LabelOpts(position='inside'))

funnel.set_global_opts(
	title_opts=opts.TitleOpts(
		title='funnel1',
		subtitle='副标题'
	)
)

funnel.render()



geo = Geo()
geo.add_schema(maptype='china')
geo.add('geo', [list(z) for z in zip(Faker.provinces, Faker.values())])
geo.set_series_opts(label_opts=opts.LabelOpts(is_show=False))

geo.set_global_opts(
	visualmap_opts=opts.VisualMapOpts(),
	title_opts=opts.TitleOpts(
		title='funnel1',
		subtitle='副标题'
	)
)

geo.render()



liquid = Liquid()
liquid.add('liquid', [0.7, 0.6, 0.5])
liquid.set_global_opts(
	title_opts=opts.TitleOpts(
		title='funnel1',
		subtitle='副标题'
	)
)
liquid.render()



radar = Radar()
radar.add_schema(
	schema=[
		opts.RadarIndicatorItem(name='a', max_=6500),
		opts.RadarIndicatorItem(name='b', max_=5500),
		opts.RadarIndicatorItem(name='c', max_=4500),
		opts.RadarIndicatorItem(name='d', max_=3500),
	]
)
# radar.add('G', v1)
# radar.add('H', v)
radar.set_series_opts(label_opts=opts.LabelOpts(is_show=False))
radar.set_global_opts(
	title_opts=opts.TitleOpts(
		title='funnel1',
		subtitle='副标题'
	)
)
radar.render()



words = [
	('aaaaaaa', 10000),
	('bbbb', 20000),
	('ccc', 30000)
]
wordcloud = WordCloud()
wordcloud.add('', words, word_size_range=[20, 100])
wordcloud.set_global_opts(
	title_opts=opts.TitleOpts(
		title='funnel1',
		subtitle='副标题'
	)
)
wordcloud.render()