The shock-wave (thunder) forms along the entire lightning bolt, which can be several miles long. The initial crack comes from the closest part of the bolt. The rollng continues as the rest of the shockwave reaches you.
A shockwave is literally a wave of compressed air that travels at sonic speed. As the shockwave proceeds, it weakens and spreads out, lengthening the loud crack into a sinister roll.
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