FWIW, there are good databases like Eventvestor that give you PIT event dates including earnings calls, FDA announcements etc. Just like there are fairly reasonable databases with PIT earnings estimates and the actual releases. The only small problem is the cost.
No doubt good data sources exist. They add too much complexity and some extra sources of deviations to my taste. Maybe for someone who is specifically looking for the "events" related edge that would be more useful. Btw, In a past I used a few and liked AAII fundamentals which is reasonably priced and I think was going back 5-10 years. Even wrote AmiBroker integration for their data. Can't find a screenshot, maybe will show it off later. I basically recreated MarketSmith screens with relative strength, industry info, earnings / fundamentals graphs alongside with prices.
It looked very informative and cool. But I think it probably would have made me way more money if I would to sell it to other traders

Do you do anything special for the ex-dividend dates?
Absolutely nothing in terms of execution / positions management.
But for backtests all data is dividends / splits adjusted to account for the impact. RealTest also accounts for dividends as my data provide includes that info. So backtest will +/- them depending on long/short position.
EDIT: Found an old screenshot of my techno-fundamental screen for AmiBroker. Sorry, resolution is pretty low.
Val
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