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I am using the MadgeTech data logger software for real-time collection of thermocouple obtained temperature data. I want the x-axis of the graph to display duration rather than time and date. Is there any way to select or add the option of NOT using the default format of date and time only?

Displaying the X-axis as duration rather than time is easy. Click on the Data tab, and you will see that each data point has a timestamp. If you need to see this in graph format, export the data to Excel and use the Graph Wizard.