Three names that deserve separate counts
Ice Fishing bonus history becomes clearer when Lil Blues, Big Oranges and Huge Reds are not lumped together. A daily report should show an independent frequency and gap history for each category, followed by a combined view of any bonus. Otherwise you can miss a long absence of one type because a different type appeared recently.
What to record every day
Start with the number of rounds actually stored, the first and last timestamps, and the count for each bonus outcome. Write down the maximum observed absence interval and the median time between recorded rounds. Those few fields make the next day's comparison useful without creating an oversized spreadsheet.
Compare like with like
A 100-round window is useful for a quick look, while 1,000 or 5,000 rounds can show how unusual the most recent sequence is relative to the game's recorded history. Switching window size changes the question. Always keep the chosen window beside any exported table or screenshot.
A practical workflow with Casino Signal
Use the Ice Fishing statistics page for the overall distribution, then open the Bonus Drought Explorer to isolate a bonus. Select a threshold and examine every matching run instead of viewing only the record-setting one. For a broader method, the Strategy Lab lets you look at what followed similar recorded conditions.
A note on update timing
A historical page is only as current as its latest recorded round. Check that timestamp before comparing it with a live game. A small delay is not the same thing as a change in the underlying game, and a collection gap should be labeled as a collection gap.