def eliminateWarmUpResponseTime(self, vector_data):
        """iterate over the vector and compare the average in order to check for the steady state samples"""
        temp_vector = []
        rk = []
        x = numpy.mean(vector_data)

        while self.k <= len(vector_data) / 100:
            temp_vector = vector_data[self.k * 15:]
            temp_mean = numpy.mean(temp_vector)
            rk.append((temp_mean - x) / x)
            self.previous_mean = temp_mean
            self.k += 1

        Graphs.showRk(rk)
        Graphs.responseTimeShow(vector_data, x)
        Graphs.show()

        return temp_vector