it is quantitative
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false
The fact that the data is qualitative or quantitative does not in and of itself have anything to do with its reliability.
Data is considered invalid when it is wrong or has changed. Data represents facts that are recorded, so any alterations made to it can make it invalid.
Color
A reliable investigation will allow you to make conclusions that are supported by the data you have collected,and that reflect the findings of other scientists.