When charging a capacitor through a resistor, the voltage changes very rapidly at first, and as the voltage of the capacitor rises, less current flows and the capacitor takes a lot longer to go up in voltage. It creates a distinct curve as shown in the video.
Video below shows how to build this circuit on a breadboard.
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