Storing data in tables has its limitations. Usually joining and aggregations are required to represent more complicated datasets and extract desirable data. Storing data in a semantic graph may be the solution and I am showing you how to programmatically switching from pandas to the knowledge graph.
Turning Pandas DataFrames to Semantic Knowledge Graph
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PyData
TerminusDB