Geek Culture
Published in

Geek Culture

pandas Advanced Tips: GroupBy, and Combing Data

pandas is a fast, powerful, flexible, and easy-to-use open-source data analysis and manipulation tool, built on top of the Python programming language.

This article will share some advanced pandas techniques I used in data analysis and machine learning tasks.




A new tech publication by Start it up (

Recommended from Medium

Scaling Mongodb

2 steps to Google Analytics Enhanced E-Commerce using Google Tag Manager

Implement Stack in C Array

This Week in Coding: BST

Windows AMI Creation with Packer

Manual compile produces smaller APK size than command line gradle compile?!

Implementing OAuth using PyQt5 (Google, Facebook, Apple) using QWebEngine

Change is Okay — Life is not Hard Coded

Computer screen with code

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Jason Zhang

Jason Zhang

Software Engineer, Kaggle Competitions Expert

More from Medium

Important functions you need to know about Pandas

An Easy Beginners Guide to SQLite in Python and Pandas

Pandas Query — Dynamic Data Filtering

Is Pandas really that slow?