# 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/v1662832642648/F3I6KO7ua.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662832643942/AHUiuFBrO.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/v1662832645304/01TeUOVtQ.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662832646588/XYZlONczu.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662832648011/lKUti1LvP.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662832649360/AtQ1wAl8j.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662832650763/QpmyiJdFH.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662832652109/akjAdrEIr.png)

### Sturges Rules

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662832653464/7_vz6TQn_.png)

### Distribution Code with Python