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st: PLEASE HELP ME!
Hi,
Can anyone help me to deal with the following dataset? I have thought
about it for the whole day��.
Here is the simplified version of my dataset
+----------------------------------------------------------------------------+
ID wage jobtype period1 period2 period3
-------------------------------------------------------------------------------
1. 1 30 1 1 1 0
2. 1 20 2 1 0 1
3. 2 40 1 1 1 0
4. 2 35 1 0 1 1
5. 2 10 2 0 0 1
--------------------------------------------------------------------------------+
That is, in this dataset there are N individuals and M periods. In each
period each individual can have either one or more than one jobs. Each job
is accompanied by some wage.
In the real dataset, both N and M are large.But here is one simplified
example with N=2, M=3. period1, period2, period3 are time dummies. The
example says, in the period 1, individual 1 has two jobs (type 1 and type2)
and the associated wages are 30 and 20 respectively. In period 2,
individual 1 only has one job which is type 1. In period 3, individual 1
has one job which is type 2. Similarly, we can read the job and wage
information for individual 2 during these three periods.
My questions is, how to write a code to generate some variables which
contain the following information: (1) the number of job each individual
has in each period; (2) the maximum wage for each individual in each
period. That is, I want to obtain the following information from the above
dataset, where, for example, (2,30) means in period 1 individual 1 has 2
jobs, and the maximum wage is 30.
+------------------------------------------------------+
ID period1 period2 period3
---------------------------------------------------------
1. 1 (2, 30) (1, 30) (1, 20)
2. 2 (1, 40) (2, 40) (2, 35)
----------------------------------------------------------+
Is there anyone who knows how to write this code? Please help me if you
know! Many many thanks!!
Frank
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