I have two datasets; dataset1 and dataset2.
dataset1
               DayofWeek   EMA GOOG.Close
    2015-10-15     Thurs  7.85         UP
    2015-10-16       Fri  8.00       DOWN
    2015-10-19       Mon  8.18         UP
    2015-10-20      Tues  5.39       DOWN
    2015-10-21       Wed  2.38       DOWN
    2015-10-22     Thurs  1.98         UP
    2015-10-23       Fri  9.25       DOWN
    2015-10-26       Mon 14.29         UP
    2015-10-27      Tues 15.52         UP
    2015-10-28       Wed 15.93         UP
    2015-10-29     Thurs 15.79         UP
    2015-10-30       Fri 13.83       DOWN
and
dataset2
           DayofWeek   EMA AAPL.Close
2015-10-15     Thurs  0.26         UP
2015-10-16       Fri  0.18       DOWN
2015-10-19       Mon  0.23         UP
2015-10-20      Tues  0.55         UP
2015-10-21       Wed  0.69       DOWN
2015-10-22     Thurs  0.99         UP
2015-10-23       Fri  1.64         UP
2015-10-26       Mon  1.31       DOWN
2015-10-27      Tues  0.95       DOWN
2015-10-28       Wed  1.41         UP
2015-10-29     Thurs  1.76         UP
2015-10-30       Fri  1.69       DOWN
I want to merge both dataset1 and dataset2 to get a new dataset3 like this
dataset3
           DayofWeek   EMA      Close
2015-10-15     Thurs  7.85         UP
2015-10-16       Fri  8.00       DOWN
2015-10-19       Mon  8.18         UP
2015-10-20      Tues  5.39       DOWN
2015-10-21       Wed  2.38       DOWN
2015-10-22     Thurs  1.98         UP
2015-10-23       Fri  9.25       DOWN
2015-10-26       Mon 14.29         UP
2015-10-27      Tues 15.52         UP
2015-10-28       Wed 15.93         UP
2015-10-29     Thurs 15.79         UP
2015-10-30       Fri 13.83       DOWN
2015-10-15     Thurs  0.26         UP
2015-10-16       Fri  0.18       DOWN
2015-10-19       Mon  0.23         UP
2015-10-20      Tues  0.55         UP
2015-10-21       Wed  0.69       DOWN
2015-10-22     Thurs  0.99         UP
2015-10-23       Fri  1.64         UP
2015-10-26       Mon  1.31       DOWN
2015-10-27      Tues  0.95       DOWN
2015-10-28       Wed  1.41         UP
2015-10-29     Thurs  1.76         UP
2015-10-30       Fri  1.69       DOWN
How can i do this?
 
    