Effect of Fewer Experiments
Suppose we reduce the number of trials from the excessive 300,000 to a more immediate 10,000.
Then the means and error estimates come out just fine but the histogram is more ragged.
The histogram is not so near the red lines (The Gaussian Bell) but has random deviations above and below it