It is.
And you can draw scientific conclusions from statistics. As long as you know exactly what you are measuring. And you have control over the test environment. With large-scale economics, you have neither. The fact that loads of economical scientists will tell you that what they do is pure science, doesn't mean it is so. Large-scale economic science is mostly about handwaving and making unprovable claims.
Physics and chemistry are true sciences. They gave us light bulbs, the propulsion engine, anti-biotics, transistors. And our lamps, cars, planes and computers work in predictable and controlled ways. Economic scientists know fuck all. If they would know something, they would be rich and not working anymore.