It is up to you. If you want to express stronger relation between the clauses, do not separate them by a full stop.
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AnonymousYes, when you replace all full stop with a semi colon, it would be a comma splice.Then if you replace all full stops with a comma, I suppose you'd call that a semi-colon splice?