I have data that consists of 7 characteristics for each participant. There are about 170 participants. The test was repeated in some time and the same 7 characteristics were acquired. I need to find out if the overall profile remained to be the same. The positions of the leading characteristics. For example, if the 3 leading characteristics stayed on the top in the retest data. Even if second become third or third become second.
What test should I use to find this type of consistency?