What is a White Box?
One of the first things people ask us is what does White Box mean? What is a White Box? And to answer that, lets start with what it isn’t.
In data analytics, a black box is an output with no understanding of its inner workings. It’s kind of like when you’re trying to solve a complex problem, and somehow, you manage to get an answer, but you have no idea how you got there or what the answer means. Is that useful? Maybe if someone else knows what it means, but in most cases, without a fundamental understanding of the inner workings and processes, you’re no better off than when you started.
So, we finally get to the answer, which embodies what White Box represents as a business. A White Box occurs when the business understands the inputs and variables that contribute to the outcome. By developing a mature understanding of these factors, all businesses can better understand their data and use this understanding to improve their offerings, increase efficiencies and better measure and enhance the success of their operation.
If you feel like you’re struggling to find your White Box, send us a message, we work with a range of clients everyday, unlocking the potential of their data, and refining these findings into profitable solutions.
Or looking for more insights and visualisations? Check them out here.
After a long off-season, the AFL season is here! What better way to celebrate than by making some bold, data-driven predictions about the biggest movers of the upcoming season.
The main obstacle with any developed data analytics function is the bottleneck of data and skillset – the more central intelligence you have, the more outer teams want to use it, so you need to find a way of allowing data and insights to flow.
If data is so complex that only your highly paid data wizards, how can make sense of it?
Here’s one methodology that we’ll discuss in detail, the Data Mesh:
A decentralised data structure with domain/product teams who own the analytical and operational data:
Self-serve infrastructure, data products and federated governance.
A data-driven decision-making culture across the organisation.
With the Oscars just round the corner (March 12th), it seems fitting to keep on top of the latest movies and see if data can help find the diamonds in the rough!
In my previous article I looked at upcoming sequels, with a lens of which movies would come out on top. A question that kept coming back was “can we predict how non sequel movies are going to do (rating wise)?”
Where there is data, we find an answer!
After a long off-season, the NRL season is here! What better way to celebrate than by making some bold, data-driven predictions about the biggest movers of the upcoming season.
The Australian Bureau of Statistics released the 2nd round of Census data on topics including employment and location-based variables in Oct2022. Our last article focused on the gender pay gap, so this time, we’ve used occupation data by age and gender to further enhance our understanding of this topic.
There are some BIG movies on the horizon this year – some where we know the characters like old friends and others that will introduce new heroes and villains (I really don’t know what to make of the new horror Winnie the Pooh movie).
The Christmas break offers so much - from family reunions, beach activities to stuffing ourselves with more food than would normally be appropriate.
If like me, you feel a bit overwhelmed by the choice of TV shows to catch up with, let’s use data to our advantage and make sure you cover off the biggest shows from the last few years!
Black Friday (25th Nov) is a global event and something consumers and retailers look forward to every year.
In the last 3 years, we can see how much Electronic goods and Clothing retail have really taken advantage of Black Friday and look to be outpacing Department stores for uplift.
We’re all aware that there is a gender pay gap but are certain areas more prone to it? We look at high earners across Australia using the 2021 Census data.
The T20 Cricket World Cup is underway and was marked on Sunday by a sensational game between unyielding rivals India and Pakistan, with an epic finish that left everyone speechless.