如何将一列字符串转换为超链接？

Question

I want to convert the column of link as a hyperlink for show it on a datatable.

The column links looks like this:

    link
0   https://twitter.com/CertSG/status/1286557929198563328

1   https://twitter.com/osiseguridad/status/1286565901568016384

I was thinking about create a function to convert de string hyperlink with <a href = "x" </a> where x is the value of 0 , 1 and else. I was also thinking that a for could help me to made it but I really don´t know what's the better way

the type(df.link) is pandas.core.series.Series I´m using pandas 3.8.5

I want that my table looks like this in the table add links https://plotly.com/python/figure-factory-table/

Thank you very much, i´m new in this

Answer 1

You can use df.apply(convert, axis=1) to run own function convert() on every row.

import pandas as pd

df = pd.DataFrame({
    'link': [
        'https://twitter.com/CertSG/status/1286557929198563328',
        'https://twitter.com/osiseguridad/status/1286565901568016384'
    ]
})

def convert(row):
    #print(row)
    return '<a href="{}">{}</a>'.format(row['link'],  row.name)

df['link'] = df.apply(convert, axis=1)

print(df)

# Display it with `plotly`

import plotly.figure_factory as ff

fig = ff.create_table(df)
fig.show()

---

EDIT: Display directly in streamlit

import pandas as pd

df = pd.DataFrame({
    'link': [
        'https://twitter.com/CertSG/status/1286557929198563328',
        'https://twitter.com/osiseguridad/status/1286565901568016384'
    ]
})

def convert(row):
    #print(row)
    return '<a href="{}">{}</a>'.format(row['link'],  row.name)

df['link'] = df.apply(convert, axis=1)

print(df)

import streamlit as st

st.write(df.to_html(escape=False), unsafe_allow_html=True)