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Photo by Sunil Ray on Unsplash In my line of business (offshore wind), I spend a lot of time analysing wind data, but only recently did I try to use python to analyse wind direction change over time. So only recently did I realise I had no idea how to do it. It seems simple, if the direction changed from 350 degrees to 320 degrees, subtract one from the other, get the absolute value and that’s a 30 degree change.
Image by Author If you are sick of struggling with the corresponding syntax for SQL in Python, then you are in the right place. The ability to write in both not only makes you more attractive to clients or employers, but it can also save you shed loads of time by enabling you to write more efficient, streamlined data processes.
Photo by American Public Power Association on Unsplash Sensor readings, such as temperature and pressure, can help inform what ‘normal’ behaviour looks like for an asset. When readings stray from this norm, it can be an indicator of damage or inefficient operation which could lead to costly equipment failures if left unremedied. As such, this data can help shape any proactive maintenance or inspection activities.
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