maintaining a diet but gaining weight?

This is only my 3rd week of officially "dieting" and I was very pleased with the first two weeks losing about six pounds but now on the third week I've gained two but i havent done anything differently. what could I be doing wrong?

could be water weight or maybe your scale, my scale says i weigh 131 one minute then 129.6 the next