Suppose you have a dataset with multiple variables that may be related to each other. How can you use Python data visualization libraries to explore potential relationships and identify patterns between variables? Provide at least two creative ideas for data visualization techniques that can be used to explore relationships between variables in a dataset.

Prepare your answer as follows:

Provide a professionally written answer, anchored in scholarly work.

Create a diagram, table, or other visual prop to help explain your answer and include $12$sentences describing the visual.

Include a Jupyter notebook with the relevant Python code you created.

Record a short $2-$ to $3-$minute video $($using tools like Zoom or Loom$)$ in which you explain your answer and code. Use an online video platform such as Loom, YouTube, or Vimeo to upload your completed video. Include the link to the video in your answer.