Last year, we started ingesting Google Ad Manager’s data transfer files in an ongoing effort to enhance our advertising reporting capabilities. Ingesting this data and getting it into a usable and accurate format ended up being a much more complex and labor intensive task than we had anticipated.

Members from the FMG Data Engineering and Analytics teams will be attending PyGotham 2018! Stay tuned once the conference starts on Oct 5 for our thoughts on the talks and hubbub.

In early 2017, we wrote up our strategy at the time for using Conda in combination with Docker and we wanted to issue a quick update based on some new experiences we’ve had over the intervening year and a half!

TL;DR by removing redundant data, we reduced our Amazon Redshift costs by over 80%.

Text classification is an important task for publishers. It allows editorial teams to identify overperforming and underperforming topics, spot changes in readership preferences, and manage overall content production in a strategic long-term way.

From my experience in news and evergreen publishers (CNN, Men’s Health, Runners World, Bicycling, etc.), I’ve never seen such an engaged audience until I got to Fusion Media Group. The Pareto principle applies overall across media companies: 20% of audiences consume 80% of stories. But what I’m seeing is a smaller…

Every day, the Kinja team works to iterate on the platform Fusion Media Group uses for its network of media sites. As part of our job on the data team, we provide product managers and developers with information to help them create new features that improve users’ experiences, enhance editorial’s storytelling tools…

The day has come where Josh Laurito, OG founder of the FMG data blog, lover of eggs and logs, is leaving us. To say goodbye, former and present Gawker/GMG/FMG employees have come together to share their memories of Josh, get a few last jabs in, and send him off in true Kinja fashion.

The awesome data & analytics team and I had fun recapping good times in 2017.

We love A/B testing here at Fusion Media Group. We’ve come a long way since 2015, when we first started testing: in the past three years we’ve grown the testing culture from none at all to A/B tests being a key and necessary part of the product development process. Experiments allow us to measure and be confident in…

Here at Fusion Media Group, we have fully embraced Doubleclick For Publisher’s custom key-values - we use them in part as they are intended: for improved targeting and forecasting around things DFP doesn’t track natively (ex: article topics, how many pages a user has seen so far in their visit.) But we’ve also been…

In an effort to get better at working with Kinja’s backend codebase (which is largely in Scala), a group of us at FMG have been taking the Functional Programming Principles in Scala course on Coursera. So far I’m having a great time!

On January 3, 2012, Gawker’s incoming editor-in-chief, A.J. Daulerio, wrote a post about the different Gawkers he had been asked to create. His mandate was to create a site with the digestible content of HuffPo (this made sense in 2012), attracting audiences with the influence of the Times and the community of…

We just started using anaconda, rather than pip/virtualenv, to manage dependencies in the codebase for our data warehouse. The combination of pip and virtualenvs with requirements.txt files has served us well, but we switched because conda is more standard for analytics work, and because it’s by far the easiest way to…

At the end of 2015, which feels like many, many years ago, I wrote a post on the top comments of the year which started like this:

Around the end of the year, the data team gets a lot of requests from the editorial teams to pull which posts had the highest traffic that year. Usually, they’re looking to figure out which of the posts they wrote that year did the best - but there are always posts that were published in previous years that gain…

Just like last semester and the year before that, my students in City University of New York’s data visualization class (IS608) have finished their final projects. You can check out all of them (from this year and previous years) here.

This is a lot late, but since I went to the Online News Association conference in Denver last month, one of the presentations has been on my mind.