[BUG] Kernel restart with DuckDB

From @PatWalters

```
When I try to run curate_data_EC50.ipynb, I get a kernel restart. I think this is because DuckDB is trying to load everything into memory. I was able to modify the notebook and run it as a script, and it worked without any issues. Is there some trick I'm missing?
```