Data integration was used to explore potential hazards of fracturing fluid chemicals.
Chemicals were ranked based on toxicity, frequency of use, and mobility in water.
Lack of toxicity values for the majority of the chemicals is a significant data gap.
This approach is useful as a preliminary analysis for comparison across chemicals.