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The density distribution function and the partition function of the grand canonical ensemble are fundamental in statistical mechanics, providing a framework to describe systems with variable particle numbers and energy. PDF describes the probability of finding a system in a specific state with a given number of particles and energy. It is essential to understand the statistical behavior of particles in the system with variable particle numbers. Partition function is used to find various thermodynamic quantities. The expression for these two parameters have been obtained in this video.