Does the amount of stocks I have double when the buying price doubles? If I buy stock at say $25 a share and I buy 100 shares, when the price gets to $50 will I have 200 share etc etc?

No, Sometimes a stock splits. That can increase the number of shares you own. But an increase in the stock price is simply a paper increase in the value of your holding.