On the income statement, the net income figure is important, but I stress operating earnings more - as it's a better indicator of a company's day to day activities.
On the cash flow side, operating cash flow is also one of the most important indicators - as it's emblematic of how the day to day operations of a company can impact the cash flow. What are some day to day items you've encountered?