Stop Previewing Raw DataFrames. Instead, Use DataTables.
www.blog.dailydoseofds.com
Discover more from Daily Dose of Data Science
High-quality insights on Data Science and Python, along with best practices — shared daily.
Get a free 550+ page data science PDF guide and 450+ practice questions notebook.
Over 49,000 subscribers
Continue reading
Stop Previewing Raw DataFrames. Instead, Use DataTables.
After loading any dataframe in Jupyter, we preview it. But it hardly tells anything about the data.
One has to dig deeper by analyzing it, which involves simple yet repetitive code.
Instead, use Jupyter-DataTables.
It supercharges the default preview of a DataFrame with many common operations. This includes sorting, filtering, exporting, plotting column distribution, printing data types, and pagination.
Please view a video version here for better understanding: Post Link.
Find the code for my tips here: GitHub.
I like to explore, experiment and write about data science concepts and tools. You can read my articles on Medium. Also, you can connect with me on LinkedIn.