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Scientific Method

A problem is a situation that seems to be missing some information.
A chemists approach to problem solving involves a step-by-step method called the scientific method. Looking for patterns, making predictions and testing results as well as analyzing data are all parts of the approach.
Chemistry is an experimental and a quantitative science. The development of its principles is based on carefully designed experiments carried out under controlled conditions. Chemists run an experiment setup and a control setup to make sure the results of the experiment were caused by the variable factors and not hidden factors.
"... The results of an experiment can never uniquely identify the explanation. They can only split the range of available theories into two groups, those that are consistent with the results and those that aren't."
Read about How Chemistry all began
Periodic Table