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I used your base example with the list of colleagues to try xmldataset out and I asked myself if this would be easy to integrate with pandas, which was simple to do:
....
df = pd.DataFrame.from_records(result['colleagues'])
With the method from_records one can use pandas.
Such an example in the documentation seems useful.
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