Based on your description of the scatterplot, where points are grouped together to form a horizontal cluster, it suggests that there is no clear upward or downward trend in the data. Therefore, the most appropriate option would be:
There is no positive or negative correlation.
This indicates that changes in one variable do not consistently relate to changes in the other variable in a linear manner.