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I assume that you are employing proper grounding and shielding practices to protect the signal.
It looks like you are having trouble with line frequency noise. If you can't keep it out then the best bet is a filter with a notch at 50Hz. A Sigma-Delta converter with an output sample rate of 50Hz would do that. Or a moving average filter with a period of 20ms.
