Does an image’s file type matter?
Not especially. The standard file types listed above all have some level of “compression” and will be fine for web-based publishing. There are certain, more rare, image formats like .tiff and .raw that are “un-compressed,” will likely be too large for easy viewing on the web, and should be avoided.