The word independence means "not dependent", or not having to depend on anyone or anything else. It also means being strong and able to survive alone. Anything can be dependent or independent. When people talk about independence, it may be about people or countries, where it is often being spoken about as a good thing. For places, it may mean sovereignty or autonomy. In science, as in "independent variable" the word does not mean it's good or bad.