Counting probabilities based on a set of possible outcomes and previous outcomes

How do I calculate the probability of the RNG picking the next result from the set based on previous results? Are there any methods to analyse this type of RNG activity?

For example, we know the 50 possible options that the generator can choose and the last 10,000 results. I would like to calculate the probabilities for the next selection. Thanks for any help and suggestion.