Measuring the presence of a correlation

#1
1. Given a frequency data set (collected from 10 users by letting them watch certain videos and asking some questions about the videos) how do I determine any correlation between two variables (`Correctly guessed` and `Correctly memorized`) and calculate the significance level?

Video id | Correctly Guessed | Correctly Memorized | etc..
----------|-------------------|---------------------|------
1 | 5 | 3 |
2 | 2 | 2 |
3 | 7 | 5 |
4 | 4 | 6 |
. | . | . |
. | . | . |
. | . | . |
----------|-------------------|---------------------|------
35

2. Even though in Matlab `corrcoef` returns the Correlation coefficients with the P-value by calculating the t-statistics, is it correct to assume a normal distribution for such a frequency data set with a small sample size (10 users)? If not, what sort of statistics should be used?
 
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