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What is the most likely explanation for the results in the graph?
It is somewhat subjective what the most important part of a graph is. It is very important that you label each axis.
Inductive reasoning is " reasoning in which the premises seek to supply strong evidence for (not absolute proof of) the truth of the conclusion. While the conclusion of a deductive argument is supposed to be certain, the truth of the conclusion of an inductive argument is supposed to be probable, based upon the evidence given.". This is the reasoning behind most for scientific and mathematical studies.
A line graph
The relationship is a function if a vertical line intersects the graph at most once.