Pandas

Pandas vs. FireDucks Performance Comparison

Watch now | 20x faster Pandas by changing one line of code.

Nov 25 •

0:12

Two Handy Alternatives to Pandas’ Describe

Generate a comprehensive data summary in seconds.

Nov 1 •

Identify Fuzzy Duplicates at Scale

A clever technique to optimize the deduplication algorithm.

Oct 26 •

A Misconception About Pandas Apply

Avoid using apply() method at all times.

Oct 9 •

Accelerate Pandas 20x using FireDucks

...by changing just one line of code.

Sep 4 •

What Happens When You Append Rows to a Pandas DataFrame

Understanding the internal working of Pandas DataFrame.

Jul 23 •

Sparklines: Create Plots in A DataFrame’s Cell

A concise and elegant way to create visualisations.

Jun 27 •

A Misconception About Pandas Inplace

The counterintuitive behaviour of inplace operations.

Jun 18 •

I/O Optimization in Data Projects

If you use CSVs all the time, read this.

May 31 •

6 Elegant Jupyter Hacks

Jupyter is cool. Let's make it super cool.

May 26 •

Accelerate Pandas with GPU Using RAPIDS cuDF

...without any code changes.

May 19 •

Interactive Mind Map of All Pandas Operations

The ultimate mind map to master Pandas.

Apr 18 •

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