Jupyter Notebooks

Using Jupyter with Birkini

You can connect your Birkini database to Jupyter Notebooks through the Python SDK. Here’s a simple setup:

from birkini_py import Birkini
import pandas as pd

# Initialize client
client = Birkini("YOUR_DB_SESSION_KEY")

# Query your data
df = client.execute("SELECT * FROM table_name")

# Visualize using pandas, matplotlib, or other libraries
df.plot()

Try Marimo as a Modern Alternative

While Jupyter is widely used, we recommend trying Marimo. It offers a more modern notebook experience and solves many common limitations. Marimo provides:

• Real time reactivity

• Seamless integration with version control

• Cleaner code organization

• Better reproducibility

• Built in UI components

You can also explore a sample Marimo notebook that demonstrates how to analyze and visualize datasets from Birkini.