The main value proposition is being able to query the data in SQL. Personally I find that more ergonomic than Pandas for a lot of tasks.
It also works seamlessly with Pandas in Jupyter notebooks. You can query dataframes seamlessly and store query results back into dataframes for plotting etc.
It also works seamlessly with Pandas in Jupyter notebooks. You can query dataframes seamlessly and store query results back into dataframes for plotting etc.