Pandas pivot warning about repeated entries on index

Question

On Pandas documentation of the pivot method, we have:

Examples -------- >>> df     foo   bar  baz 0   one   A    1. 1   one   B    2. 2   one   C    3. 3   two   A    4. 4   two   B    5. 5   two   C    6.  >>> df.pivot('foo', 'bar', 'baz')      A   B   C one  1   2   3 two  4   5   6 

My DataFrame is structured like this:

   name   id     x ---------------------- 0  john   1      0 1  john   2      0 2  mike   1      1 3  mike   2      0 

And I want something like this:

      1    2   # (this is the id as columns) ---------------------- mike  0    0   # (and this is the 'x' as values) john  1    0 

But when I run the pivot method, it is saying:

*** ReshapeError: Index contains duplicate entries, cannot reshape 

Which doesn't makes sense, even in example there are repeated entries on the foo column. I'm using the name column as the index of the pivot, the first argument of the pivot method call.

Answer 1

As far as I can tell with updates to pandas, you have to use pivot_table() instead of pivot().

pandas.pivot_table(df,values='count',index='site_id',columns='week')