To generate and display Markdown output dynamically in Jupyter using Python we can:

We can use the following syntax to margin on a single axis column or row in Pandas:

(1) Display Markdown - display(Markdown())

from IPython.display import display, Markdown
display(Markdown('*some markdown* $\phi$'))

(2) Using display_markdown

from IPython.display import display_markdown

display_markdown('''## heading \n this is''')

This is useful for creating reports, displaying formatted text, or embedding results in a structured way.

1. Using IPython.display.Markdown

Jupyter provides IPython.display.Markdown to render Markdown text dynamically.

from IPython.display import Markdown

text = "### **Hello, Jupyter!**\nThis is a dynamically generated Markdown."
display(Markdown(text))

2. Using IPython.display.display with f-strings

You can also use f-strings to insert dynamic content.

from IPython.display import display, Markdown

name = "Alice"
score = 95
md_text = f"**Student:** {name}\n\n**Score:** {score}"
display(Markdown(md_text))

3. Writing Markdown Inside a Jupyter Cell with %%markdown

Jupyter supports the %%markdown cell magic for writing Markdown inside a code cell.

%%markdown  
# Jupyter Markdown Example  
This is a *Markdown cell* inside a code cell.

4. Creating Markdown Tables in Python

We can also generate markdown tables in Python by using Pandas. Method to_markdown() will convert DataFrame to markdown tables with ease. Any tabular format can be read as a Pandas DataFrame. Example of generating Markdown output and displaying in Jupyter:

from IPython.display import display, Markdown
import pandas as pd

data = [
    ["Name", "Score"],
    ["Alice", "95"],
    ["Bob", "88"]
]

table_md = pd.DataFrame(data).to_markdown()

print(table_md)
display(Markdown(table_md))

5. Using display_markdown

For multiline markdown cells we can use method: display_markdown:

from IPython.display import display_markdown

display_markdown('''## heading
- ordered
- list

The table below:

| id |value|
|:---|----:|
| a  |  1  |
| b  |  2  |
''', raw=True)

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