The phrase "the scarcity of data" is correct and usable in written English.
You can use this phrase to describe a situation in which there is a lack of information or research related to a given topic. For example, "The scarcity of data regarding the long-term effects of the vaccine has made it difficult to draw accurate conclusions."
Some believe that the scarcity of data is having a negative effect on the two companies' stock prices.
In reliability engineering, there always exist uncertainties caused by the scarcity of data and information.
At the catchment area scale, the scarcity of data makes validation of PF related model components a task yet to be accomplished.
Due to the scarcity of data the true distribution of facies, porosity and permeability between widely spaced wells is unknown, resulting in high uncertainty.
The scarcity of data, the low signal-to-noise ratio and the large gaps in exposure time make data screening and masking an important part of the analysis process.
However, given the scarcity of data on the subject and the high susceptibility of the developing fetus to damage in general, we believe it is not worth the risk for pregnant women to participate as subjects in MR research studies.
In this way, the preservation potential of the tsunami deposit thickness remains uncertain because of the scarcity of data.
Because of the scarcity of data over time, these studies have combined data sets using different terms for happiness, but treat them as the same concept.
Given the scarcity of data about African illegal migrants, a survey that can capture the characteristics and propensity of individuals to exit even illegally is certainly warranted.
However, despite the scarcity of data, some biparental marker-based findings have been crucial in outlining the peopling of the New World.
This may have been due to the scarcity of data for the month, though.
