I work in the field of phonetics/phonology. Therefore, many of the resources I provide here are related to those.
Praat is a free tool for phonetic analysis.
ANALYZE YOUR DATA
By writing scripts, we can give programs specific sequences of instructions to obtain data from what we previously marked. Over the years, I have found very useful sites that had many scripts:
R is a wonderful free tool that is available to you to manage, clean, analyze, and plot your data.
I personally use RStudio. I find it more user-friendly and visually pleasing.
ggplot is a great package in R to help you with data visualization. Here's a cheat sheet for you to learn how to use it. And here's an online book for further instructions.
Dr Marissa Barlaz's personal website is super useful and includes a lot of information about different aspects of data analysis, processing, etc. She was my statistics professor in graduate school and a member of my dissertation committee. All I know in linguistic statistics I owe it to her!
PREPARING YOUR MANUSCRIPT