Turning Pandas DataFrames to Semantic Knowledge Graph

Cheuk Ting Ho

英文演講

第一天 • 14:05-14:35

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摘要

Remember how many times you look up “how to do this in pandas”? Though it is the most popular data handling library in Python, it is quite complicated due to the rigidness of storing data in tabular formats. This is most obvious when the data stored is imported from a JSON file and end up having multiple layers of objects. At this point, you wished for a data structure that let you store data with objects and subclasses, just like in object-orientated programs. The answer? Semantic knowledge graphs.

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Cheuk Ting Ho

Cheuk has been a Data Scientist in various companies which demands high numerical and programmatical skills, especially in Python. To follow her passion for the tech community, now Cheuk is the Developer Relations Lead at TerminusDB - an open-source graph database. Cheuk maintains its Python client and engages with its user community daily. Besides her work, Cheuk enjoys talking about Python in personal streaming platform and MidMeetPy podcast. Cheuk has also been a guest speaker at Universities and various conferences. On top of speaking at conferences, Cheuk also participates as organizers. Conferences that Cheuk has organized include EuroPython(which she is a board member of), PyData Global and Pyjamas Conf. Believing in gender equality, Cheuk constantly organizes workshops and mentored sprints to support Tech Diversity and Inclusion.