Academic name for graphs which curve like a bridge
Solution 1:
This being sales data and not a pure function, I wouldn't advise using an academic description. I'd expect sales data at a micro-level to move in a geometric manner, due to the nature of communication. The example graphs look polynomial.
If I were instructing someone to draw this graph, I would tell them to draw a parabola whose endpoints approach positive/negative infinity.
Referring to the "low point," I'd call it this valley's local minimum. Unless it was the lowest point in the range, which would be the absolute minimum.
Solution 2:
Positive convexity means concave up. Negative convexity means concave down. The positive and negative refer to the positive/negative value of the rate of change of the function f'. (To understand the meaning rate of change you need to at least do Calculus 1)
It is a commonly used term in finance.
See definitions below:
Investopedia: Convexity
Corporate Finance Institute: Negative Convexity.