I enjoyed our time time at the straw market. The people are quite pushy, but if you say "no," they will leave you alone. And the fun part was bargaining with them. . . DO NOT BUY ANYTHING FOR WHAT THEY ASK! You can pay as little or as much as you want for stuff. Be firm and be willing to walk away because the next person has the same stuff.
Now, once you leave the market, it becomes a little different; some stores will still bargain and others will not. I found that the more people in a store the less likely the staff was to bargain with me. Don't be afraid to ask for a lesser price on just about anything. The worst case is that they say no.
Shopping is by far one of the biggest pastimes in Nassau since the cruise boats all dock near the center of town, instead of near the beaches. As a tip: THURSDAYS are the best day to go shopping (there’s only one cruise boat every two weeks that docks on Thursday; on the contrary, Saturdays are the worst with four or five cruise ships, plus tons of weekend tourists).