#learndatascience — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #learndatascience, aggregated by home.social.
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In this entry of Lessons in Grafana, we're examining how to collect and represent mental health data :boost:
This was the inspiration of my entire data tracking stack. Today we'll be examining how that is organized in a more thorough way, as well as the various challenges involved in collecting mental health info in the first place. It is highly subjective and involves a lot of tailored decision-making. Specifically we are looking at data tracking around: depression, anxiety, PTSD / panic disorders, and DID / plurality. There is also a brief aside about poop. Enjoy!
https://blog.oliviaappleton.com/posts/0009-lessons-in-grafana-03
#Depression #DID #Plural #PTSD #DataScience #DataEngineering #DataAnalysis #Grafana #SelfHosted #Python #SQL #PostgresQL #LearnDataScience #DataScienceProjects #Programming #Coding #Database #DatabaseAdministrators #Writing #Blog
As with all my posts, public timeline replies to this will appear as comments on the site. -
In this entry of Lessons in Grafana, we have a bonus entry looking at methods of averaging :boost:
When I was initially collecting this data, I was very unhappy with the easiest methods of averaging. I had a difficult set of constraints: data that has an inconsistent rate, but where the most recent values are most important. Here we look at how to solve that.
https://blog.oliviaappleton.com/posts/0008-lessons-in-grafana-02-5
#DataScience #DataEngineering #LearnDataScience #DataAnalysis #DataScienceProjects #SelfHosted #Programming #Coding #SQL #PostgresQL #Database #DatabaseAdministrators #Writing #Blog
As with all my posts, public timeline replies to this will appear as comments on the site. -
In this entry of Lessons in Grafana, we look at scraping data from an automated litterbox. :boost:
Scraping this litterbox was surprisingly easy! And so was the data collection! Interpreting it, however, had some pitfalls. Explore some undocumented APIs with me as we spy on our cats' bathroom habits. Yes, there are cat pictures.
As with all my posts, public timeline replies to this will appear as comments on the site.
https://blog.oliviaappleton.com/posts/0007-lessons-in-grafana-02
#DataScience #DataEngineering #LearnDataScience #DataAnalysis #DataScienceProjects #Grafana #SelfHosted #Programming #Coding #Python #SQL #PostgresQL #Database #DatabaseAdministrators #Writing #Blog #Cats #CatsOfFedi #CatsOfMastodon -
Today I'm starting a new series on data collection & visualization. In this entry we look at job hunting data. :boost:
I've been anticipating this for a long time. Over the course of this series we're going to examine everything from job applications, to litterboxes, to mental health & biometrics. This has been a wild ride, and I'm glad to bring y'all along for it.
As with all my posts, public timeline replies to this will appear as comments on the site.
https://blog.oliviaappleton.com/posts/0006-lessons-in-grafana-01
#LearnDataScience #DataAnalysis #DataScienceProjects #Grafana #SelfHosted #Writing #Blog #Jobs -
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