# 2017 Visualization

![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7blNPw2LNPilhjSuxC%2Fimage.png?alt=media\&token=f272446f-25bd-403c-82f8-c409f7f2869a)

### ▶ Swiss Demographics

> IBM Data Science Professional Certificate, 2019.\
> Capstone Project: [\[Link\]](https://xproject.gitbook.io/xproject/data-scientist/2017-visualization/where-to-find-a-job-in-switzerland) [\[Code\]](https://github.com/XuHongCN/IBM.DataScience/blob/master/Week4-Swiss-Demographics.ipynb)

{% tabs %}
{% tab title="Swiss Population" %}
![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7blmUWLomxSRZso_mB%2Fimage.png?alt=media\&token=99f31d47-7f15-4299-9e28-25a22622630c)
{% endtab %}

{% tab title="Age" %}
![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7blwkHumONe5Udef8J%2Fimage.png?alt=media\&token=51bc2352-d210-457b-8627-1a56b829ea2a)
{% endtab %}

{% tab title="Foreigner" %}
![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7bm2aJ8ixtlfUNYeL2%2Fimage.png?alt=media\&token=6fdb2226-9a87-46f6-a0ee-d4f3f809841f)
{% endtab %}

{% tab title="Business" %}
![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7bm6FgP7bpqvDhj3Bg%2Fimage.png?alt=media\&token=5c8041fc-7ef8-4824-9a77-3ff38ac3c2a2)
{% endtab %}

{% tab title="Marriage" %}
![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7bmDg1Lrpj95ic--1i%2Fimage.png?alt=media\&token=85ea4617-7fdc-41b1-837a-6d0f5b068508)
{% endtab %}

{% tab title="Divorce" %}
![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7bmGCiiO1soMxdGBO2%2Fimage.png?alt=media\&token=a291f39b-acba-4fe4-8263-8e3561cec155)
{% endtab %}

{% tab title="Group" %}
![Relevant Companies in Zurich City Area](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7bmKyD5NYVdQoWJYNS%2Fimage.png?alt=media\&token=0b0a66b8-5c4a-4c67-8848-3303b99a81ad)

1. **Red** is identified as mostly **Electronics Companies** as the common companies
2. **Purple** is identified as **Home Services**
3. **Light Blue** is identified as **Printing Services**
4. **Light Green** is identified as **Gardening Services**
5. **Orange** is identified as **ATM/Frame Store**
   {% endtab %}
   {% endtabs %}

### ▶ Geo-based Company Clusters in China

> Visualization of client companies for a national bank in China

{% tabs %}
{% tab title="Map" %}
![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7bnpk6T1SX86MDSY4n%2Fimage.png?alt=media\&token=a41ec207-8cb7-466e-b745-97e3f9ffa2b9)

![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7bns_VLCMoUi5q9ldv%2Fimage.png?alt=media\&token=397626ae-eedf-45b7-9c68-81548c7ccc03)
{% endtab %}
{% endtabs %}

### ▶ Sales Statistics in Spain

> Visualization and classification for market archetypes in Spain

![](https://3799636282-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LoX2fqKf4xzb29r-mRp%2F-M7bkSa6hSBnk9ocH2pv%2F-M7boEuq2bwkH-uNXAL-%2Fimage.png?alt=media\&token=85c077c9-d9f7-4a03-b197-607f4d8ab790)