There are quite a number of software on qualitative data analysis. You will be able to narrow down and find appropriate one to use based on the problem at hand.
I'll advice you go through the different available software in the link below and then determine the best that suit your task.
I suggest having a look at AQUAD. You can analyse any kind of data (audio, visual, text) without transcribing beforehand which would save you a lot of time for the actual analysis.