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Home Machine Learning

The Secret Community of Owls. A knowledge-based tribute to the… | by Milan Janosov | Aug, 2024

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August 5, 2024
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Mathematical Experiments Are Changing into Plentiful By way of Human-Machine Teaming

A Day within the Lifetime of a Knowledge Scientist in 2026


A knowledge-based tribute to the Worldwide Owl Consciousness Day

Milan Janosov

Towards Data Science

Do you know that the 4th of August is Worldwide Owl Consciousness Day? Me neither till idle searching on cute owl memes led me to this web site. Then, as we just lately discovered a stunning owl household in our backyard, I believed I might test them out on Wikipedia — and was surprised to see that there are 254 owl species recorded on Wiki, our favourite free open-access information supply. The one logical subsequent step was to show this into a knowledge visualization to raised perceive the worldwide owl panorama.

Specifically, I’ll robotically obtain the total listing of owl species after which their Wikipedia profiles. Then, I’ll use textual content matching and the NetworkX graph analytics library to extract the similarity community of the owl species, which I’ll then visualize. This fashion, we could have a visible illustration of the owl species, which makes it a lot simpler to interpret the connection between totally different species.

Moreover, whereas the subject owl is well timed right here, the strategies and steps are simply adaptable to another subject we want to cowl and switch right into a information graph counting on the publicly obtainable Wikipedia database.

All pictures had been created by the creator.

Tags: AugdatabasedJanosovMilanNetworkOwlsSecrettribute

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