苏打 is a phonetic loan from English 'soda,' usually referring to sodium bicarbonate (baking soda) or soda water — not sugary soft drinks. Note the second syllable is
打 (rising tone), the loanword reading — NOT the verb
打 (to hit). The dá reading carries through to all derived compounds:
苏打水,
小苏打,
苏打粉.