Dynamically filter view by column

So I have ~50 machines that have daily uptime values (hours) for 20+ years. I am trying to create an app that allows operators to input those daily values into a table, and also see a graph of values over time for any given machine. I currently have two tables, one with unique machine Idโ€™s and pertinent info about them, and another with dates in the first column, machine names in the column headers, and values for uptime for a given machine on that date. I am thinking I need to break the values table into 50 tables (one for each machine) to make this work, but I am hoping there is a more elegant solution that will allow me to dynamically filter a view to visualize or input data for any specific machine within the combined values table. Is this possible?

Thank you!

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