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eliminate noise data

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Win co
Win co am 18 Apr. 2012
Hi, In my red curve (see the link below), I circled the points not desired. I would like to know if there is a code to eliminate these points. In fact, I want to keep the trend of my curve to interpolate or fit it with a fit function but first of all I have to eliminate the points that change its trend.
Thanks for all your answers. Regards, Winn

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