Prediction systems

Monthly Challenge – Sofia Air – Solution – [iseveryonehigh]

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8 thoughts on “Monthly Challenge – Sofia Air – Solution – [iseveryonehigh]

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    I think this looks like a good start!

    I’m not sure (and admittedly my article doesn’t have much of this either), but I think that you may want to include more background about the project goals. The instructions (https://www.datasciencesociety.net/october-data-science-monthly-challenge/) also had some more suggestions about data cleaning that you may want to implement – things like checking for missing values and removing stations which weren’t measured in 2018.

    Also, while taking care of the 0 values seems like a good idea, I’m curious what you replaced them with? I’m not familiar with ffill. Did you assign mean values for each of the “missing” data points?

    I really like your heatmaps, and think that they are useful for visualizing the data before you really dive into using it.

    Overall a good start!

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