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

Python Data Visualization

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[**From data to Viz | Find the graphic you need**  
*A classification of all possible chart types classified following the input data format.*www.data-to-viz.com](https://www.data-to-viz.com/ "https://www.data-to-viz.com/")[](https://www.data-to-viz.com/)

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![Essential Data Visualization Python Libraries – Towards AI — The World's  Leading AI and Technology Publication](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833806099/UdQeVbHRR.gif)

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### Python Code

### 1\. Import Dataset

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833821492/aVTa3q6pd.png)

### 2\. Dispersion Graph

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833823145/lGxK-4LMz.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833824696/LxCeY0lRk.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833826422/yL32r39Gl.png)

### 3\. Line Graph

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833827974/XHkeU6oPL.png)

### BoxPlot Graph

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833829710/-i9Fgfbmq.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833831466/jWd4LkQbR.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833833126/es3Sq48Uy.png)

### Categorics Graphs

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833834841/doUPLjTjA.png)

### Subgraphs

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833836613/qHrQK7XkX.png)

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### Python Maps

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![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833863264/O3lvLO8NB.gif)

### House Price Dataset

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833867106/9aOWW9WaZ.jpeg)

Photo by [Kyle Mills](https://unsplash.com/@kylmls?utm_source=medium&utm_medium=referral) on [Unsplash](https://unsplash.com?utm_source=medium&utm_medium=referral)

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