# Statistics For Data Science with Python — Distributions (4/10)

*Let’s Show Statistics Distribution*

### Types fo Distribution

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662174265159/nwMzVuFx_6.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662174266470/MIjqdlCqC.png)

dados = np.array(\[160, 165, 167, 164, 160, 166, 160, 161, 150, 152, 173, 160, 155,

164, 168, 162, 161, 168, 163, 156, 155, 169, 151, 170, 164,

155, 152, 163, 160, 155, 157, 156, 158, 158, 161, 154, 161, 156, 172, 153\])

dados = np.sort(dados)

dados

array(\[150, 151, 152, 152, 153, 154, 155, 155, 155, 155, 156, 156, 156,        157, 158, 158, 160, 160, 160, 160, 160, 161, 161, 161, 161, 162,        163, 163, 164, 164, 164, 165, 166, 167, 168, 168, 169, 170, 172,        173\])

plt.bar(dados, dados)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662174267764/6KhV9LdmI.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662174269048/XWpDjlDUe.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662174270358/gHxbsyDDY.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662174271714/yTb5g0nh9.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662174273031/xWGjfxKCa.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662174274392/hmRSOg6v7.png)

### Sturges Rules

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662174275690/at39FNDqP.png)

### Distribution Code with Python