# Data Scientists

As a Data Scientist, you sift through messy data to uncover meaningful intelligence. Ellipsis Drive structures your spatial data for you, so you can find treasured insights faster and easier.

:point\_down:Down here, we list the **guides** and **articles** to run through in order to get the most out of Ellipsis Drive as your spatial data management tool.

### The basics

[<mark style="background-color:yellow;">**Quick start guide**</mark>](https://docs.ellipsis-drive.com/getting-started/quick-start) <mark style="background-color:yellow;">to familiarise yourself with Ellipsis Drive.</mark>

[Pipeline integration guide](https://docs.ellipsis-drive.com/developers/integration-options/publish-your-outputs-as-ellipsis-drive-layers) to learn how to publish your analytics results on the fly.\
[Analytics guide](https://docs.ellipsis-drive.com/developers/integration-options/perform-analytics-on-ellipsis-drive-layers) to learn how to perform analytics directly on layers in Ellipsis drive.

### **Beyond the basics!**

Everything that can be done in the UI (and much more) can also be done via Python and R

* <mark style="background-color:yellow;">Full Python documentation:</mark> [<mark style="background-color:yellow;">https://ellipsis-package.readthedocs.io/en/latest/</mark>](https://ellipsis-package.readthedocs.io/en/latest/)
* Full R documentation: <https://github.com/ellipsis-drive/R-package>
* Ellipsis Map Engine documentation: <https://ellipsis-package.readthedocs.io/en/latest/compute/index.html>
* Explore Medium for examples: <https://medium.com/@daniel_819>

{% hint style="info" %}
Give the [**glossary**](https://docs.ellipsis-drive.com/getting-started/glossary) a read through!
{% endhint %}

### <mark style="background-color:yellow;">Integration options</mark> for your stack/tools of choice

All packages can be found here: <https://app.ellipsis-drive.com/integrate><br>

<mark style="background-color:yellow;">**Some highlighted options:**</mark> \
\
Google Earth Engine: <https://github.com/ellipsis-drive/ellipsis-google-earth-engine-porting>\
pySpark: <https://github.com/ellipsis-drive/pySpark>\
PowerBI: <https://github.com/ellipsis-drive/ellipsis-drive-powerbi-visual>\
PythonAI: <https://github.com/ellipsis-drive/pythonAI-package>\
Map Engine: [https://ellipsis-package.readthedocs.io/en/latest/compute/index.htm](https://ellipsis-package.readthedocs.io/en/latest/compute/index.html)\
Folium: <https://github.com/ellipsis-drive/folium>&#x20;

Some data science examples: <https://medium.com/@daniel_819>

###