Pandas profiling is a tool for exploring
data: it creates HTML profiling reports from pandas DataFrame
objects.
OntoMerger generates profiling reports for each input and output tables.
Analysing these reports can provide insights (e.g. what are the missing mappings, and/or hierarchies)
for fine tuning the inputs in order to further reduce duplication and to increase connectivity.
For more details about how we use data profiling,
please read the docs.