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ther are only two different ways that scientist does not collect data
quanitative qualitative
1)you can do scientific notation. 2)you can observe with different things.
wat are the two ways of presenting experimental data
If you want a single best fit to all the data you collected, what difference does it make whether you collected them all at the same time or in two different runs ? Why not just merge the two data series, and call them a single data set.