There are several important software tools widely used for data analysis in research. Here are some of them:
SPSS
R
Python
MATLAB
SAS
WEKA
Power BI
AMOS
These tools offer different features and are used in various research domains based on specific needs and preferences. Researchers often choose the software tool that aligns with their data analysis requirements and their familiarity with the tool's functionality.