First of all, thanks for the response. Sorry, but I'm rather new with noise filtering etc.
The temperature sensor is digital, the pH sensor is analogue. The ADC reference voltage is 4.95V if I'm not mistaken.
So if I'm reading correct, I should place multiple 100 nF ceramic capacitors? Should I place them between the VCC and GND or should I place them over the data line from sensor to the arduino? If I remember correctly, the ceramic capacitors should be placed closely to the arduino?