AutosForSale.com vs Beaker Notebook

Millions of New & Used Autos for Sale

AutosForSale.com is a new startup that's putting together a data-driven car shopping experience and offering the most comprehensive listing of vehicles online by aggregating an inventory of over 6.5 million new & used cars for sale per day!

In partnership with vehicle history provider VinAudit.com, the AFS team is working on creating a safer place to buy cars online -- with consistent and full disclosure on every car available in the market -- to help consumers avoid bad cars, avoid bad dealers, and avoid bad deals.

Open Source Polyglot Data Science Tool

The Beaker Notebook is a new open source tool for research and data science. It's advanced UI allows you to focus on your data and your science, instead of getting frustrated by your tool. We designed it to be polyglot from the ground up. That is, a single notebook may contain code from multiple different languages that communicate with one another through a unique feature called autotranslation. You can set a variable in a Python
cell and then read that variable in a subsequent R cell, and everything just works, magically. Beaker comes with built-in support for Python, R, Javascript, Scala, Groovy, Julia, Clojure, and K.