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For the last 40 days I have been tracking how many hours I sleep, work, scroll, and am social.
I used sleeping tracker for sleep data, work time sheets for clients, screen time for scrolling and estimating the time out.
And using k-means clustering, it grouped hours vs sleep and work into 3 distinct groups. Although the data doesn’t directly label a category, you can look at each cluster and further infer what’s going on.
For example, from my result it is very clear that even though sometimes I don’t believe it, when my sleep suffers, my work hours definitely does too. It’s a common pattern in the data.
Using this tool, you can take a look at all different kinds of data. Personal data, sales data, gaming stats and find patterns you didn’t know exist.
#datascience #clustering #learntocode #KNIME #KNIMECollab
@synsation_
![#Knime Reel by @sadasa.academy - [Baca Caption]
Belum bisa ngoding, tapi pingin belajar Data Science?
Jangan khawatir Sob..
Sadasa Academy buka Xpress Class mengenai Data Science No](https://image.pictame.com/img/496783986_1350241666030645_4109691650613447817_n.jpg?hash=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)
