# ubuntu安装docker
### 安装最新版
```sh
sudo apt update
sudo apt install docker.io docker-compose
docker -v
```
### 安装 Docker 和 Docker Compose
```sh
sudo apt install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
docker -v
```

ubuntu安装docker

# pyecharts数据可视化
[如果需要jupyter版的请访问这个下载](http://byte2023.icu:8080/pyecharts.zip)
### 生成柱状图
```python
#生成柱状图
from pyecharts.charts import Bar
from pyecharts.faker import Faker
#假数据
bar = (Bar()
 .add_xaxis(Faker.choose()) #假数据
 .add_yaxis('test',Faker.values()) #假数据
 )
bar.render() #渲染

``` 

 
 





![](https://byte2023.icu/static/img/571a3cd122e84cf0eabf7c86987bc69c.bar.webp)

 
 
 


### 生成饼状图
```python
#生成饼状图
from pyecharts.charts import Pie
from pyecharts.faker import Faker
x = Faker.choose() #假数据
y = Faker.values() #假数据
pie = (Pie()
 .add('',list(zip(x,y)))
 )
pie.render()
```
 
 


![](https://byte2023.icu/static/img/0587a643890ad76d86bd9f7703dbf231.pie.webp)

 
 
 


### 生成折线图
```python
from pyecharts.charts import Line
from pyecharts.faker import Faker


line = (Line()
 .add_xaxis(Faker.choose())
 .add_yaxis('',Faker.values())
 )
line.render_notebook()

```
 
 


![](https://byte2023.icu/static/img/f8e7a47b1787aa517f115dbbccac2af4.line.webp)

 
 
 



### 生成散点图

```python
from pyecharts.charts import Scatter
from pyecharts.faker import Faker
scatter = (Scatter()
 .add_xaxis(Faker.choose())
 .add_yaxis('123',Faker.values())
 )
scatter.render_notebook()
```


 
 


![](https://byte2023.icu/static/img/854ad7cc7d169f7662653e3421ef81a4.scatter.webp)

 
 
 


### 位置图

```python
from pyecharts.charts import Geo
import random
province = [
 '广东',
 '湖北',
 '湖南',
 '四川',
 '重庆',
 '黑龙江',
 '浙江',
 '山西',
 '河北',
 '安徽',
 '河南',
 '山东',
 '西藏']
data = [(i, random.randint(50, 150)) for i in province]

geo = (
 Geo()
 .add_schema(maptype="china") #maptype是地图，可以选很多
 .add("", data)
)
geo.render_notebook()

```


 
 


![](https://byte2023.icu/static/img/1f2e983fd2f23d4c088d1dbaec3a86cb.geo.webp)

 
 
 


### 仪表盘

```python
from pyecharts.charts import Gauge
from pyecharts.faker import Faker

gauge = (
 Gauge()
 .add("", [('转化率', Faker.values())])
 .add('',[('起飞率',Faker.values())])
 
 )
gauge.render()
```


 
 

![](https://byte2023.icu/static/img/7bc6e3bddecba9d7da909911cc2cdd85.gauge.webp)