On Tuesday, Brendan Colloran, a data scientist at Mozilla, introduced an experimental tool called Iodide. This tool allows data scientists to create interactive documents using web technologies. As the tool is currently in alpha stage, it is not recommended to use it for critical work.
Data scientists not only need to write code and analyze data, as a part of their job, they also have to share results and insights with the decision making teams. While they have a wide range of tools for analyzing the data like Jupyter Notebook and RStudio, there are a very few options for sharing the results in an effective way using web technologies.
Often times, data scientists just copy the key figures and summary statistics to a Google Doc. Iodide aims to eliminate the round trips between exploring data in code and creating an understandable report. It also aims to make collaboration among data scientist very convenient. When a data scientist is reading another’s final report and wants to look at the code behind it, he can easily do so.
Iodide provides a “explore view”, which consists of a set of panes. These include an editor for writing code, a console for viewing the output from code, and a workspace viewer for examining the variables you’ve created. In addition to these, it also has a “report preview” pane which shows the preview of your report.
When you click on the REPORT button, the contents of your report preview will expand to fill the entire window. This is very useful for the readers who are not interested in the technical details as it will hide the code.
Once the report is ready, users can send a link directly to their colleagues and collaborators. This will give them access to the clean and readable document as well as the underlying code and the editing environment. So, in case, they want to review your code, they can switch to the “explore mode”. If they want to use your code for their own work, they can fork it and start working on their own version, similar to the GitHub fork option.
To know more in detail, check the blog post shared by Mozilla.
Mozilla’s Firefox Send is now publicly available as an encrypted file sharing service
I remember deciding to pursue my first IT certification, the CompTIA A+. I had signed…
Key takeaways The transformer architecture has proved to be revolutionary in outperforming the classical RNN…
Once we learn how to deploy an Ubuntu server, how to manage users, and how…
Key-takeaways: Clean code isn’t just a nice thing to have or a luxury in software projects; it's a necessity. If we…
While developing a web application, or setting dynamic pages and meta tags we need to deal with…
Software architecture is one of the most discussed topics in the software industry today, and…