Working day vs. weekend page views

Two months ago Stack Overflow published interesting blog post on programming languages and weather people are more likely to ask question during week or on weekend. It gives some
overview of how widely languages are spread in business (week) and hobby (weekend) projects.
From their analysis we can see that for example T-SQL, PowerShell and Oracle are used
during week whereas Huskell, assembly and C during weekend.

On Wikipedia…

I was interested in checking the same using Wikipedia page views data. Of course with Wikipedia it will be a bit differently. When someone learns programming language
they don’t usually read about it on Wikipedia, but rather find tutorial or look for answers on Stack Overflow. In some cases however Wikipedia can be main source of knowledge, especially when someone looks for theoretical aspects of programming or technology.
I checked several articles from different categories: databases, programming and data science. I checked page views of English Wikipedia since September 2016. For each article I computed weekend to week ratio (average page views during weekend / average page views during working days).


Database category shows something interesting. There is a difference between theoretical concepts, for example Slowly changing dimension article is more work-related than normalisation and normal form definitions. On the other end of the scale there is Blockchain that is the most ‘weekend’ page in this section.

Data science

In data science section, there is interesting observation. Deep learning itself and
various modern frameworks usually related to deep learning/neural networks are
much more weekend articles than older machine learning algorithms.


As mentioned above, reading about programming language on Wikipedia is not really
sign that the language is used in projects. More likely people will check some detail about
it when they hear that name for the first time. Nevertheless there are some interesting facts.
As in Stack Overflow report, Huskell seems to attract more people during weekends.
On the other hand, it’s has similar ratio as Java so probably this is not the best
indicator about how popular in business is given language.
Design patterns are more work-related than some theoretical articles related to
functional programming or internals (garbage collection or stack buffer overflow).

Surprisingly, Scala was seems to be more often read during working days than other
languages that I checked.