Object-Oriented Analysis:

Emphasis is on finding and describing the objects or 
concepts of the problem domain. Focus on what the system 
must do. Do the right thing. 

Object-Oriented Design:

Emphasis is on defining software objects and how they 
collaborate to fulfill requirements. Focus on how the 
system will do it. Do the thing right. 

In OOA we just gather the resouces
In OOD we can design with the use that resources

Analysis is modeling the desired behaviour ie totally
concentrating upon the functionalities required by the
system to be developed.

While design to create architecture for above model
considering both functional as well as non functional
requirements like performance, security, scalability etc

I agree with #1 & #3 responses.

Analysis is more from an end user perspective - what the desired behavior of the system should be.

Design is from the developer perspective - how the system is going to deliver the required behavior as established above.

The difference is "what" and "how".