Created
August 29, 2019 16:55
-
-
Save frank-yifei-wang/b627019cd73b768b0dd82624f5260d5b to your computer and use it in GitHub Desktop.
View Pandas DataFrame in a pop-up window/tab rendered with JavaScript and CSS code. Similar to RStudio's 'View' function.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
from IPython.display import HTML | |
def view(df=None, title: str = 'DataFrame', fs: int = 12): | |
"""View Pandas DataFrame in a pop-up window/tab rendered with JavaScript and CSS code. Similar to RStudio's 'View' function. | |
Args: | |
df: DataFrame to view | |
title: title of the pop-up (to help distinguish if there are multiple pop-ups) | |
fs: font size in pixels | |
Examples: | |
>>> view(df) | |
>>> filename = 'my_dataset.csv' | |
>>> df = pd.read_csv(filename) | |
>>> view(df, fs=14, title='DataFrame from: ' + filename) | |
""" | |
css = """<style> | |
table { border-collapse: collapse; border: 3px solid #eee; } | |
table tr th:first-child { background-color: #eeeeee; color: #333; font-weight: bold } | |
table thead th { background-color: #eee; color: #000; } | |
tr, th, td { border: 1px solid #ccc; border-width: 1px 0 0 1px; border-collapse: collapse; | |
padding: 3px; font-family: monospace; font-size: font_size }</style> | |
""".replace('font_size', str(fs)+'px') | |
s = '<script type="text/Javascript">' | |
s += 'var win = window.open("", "_blank", "toolbar=no, location=no, directories=no, status=no, menubar=no, scrollbars=yes, resizable=yes, width=780, height=200, top="+(screen.height-400)+", left="+(screen.width-840));' | |
s += 'setTimeout(function(){ win.document.title = "' + title + '"; }, 0);' | |
s += 'win.document.body.innerHTML = \'' + (df.to_html() + css).replace("\n",'\\') + '\';' | |
s += '</script>' | |
return(HTML(s+css)) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment