Data Wrangling


Welcome to Day Twelve!

Welcome to Day Twelve of the Earth Analytics Bootcamp! Today, you will write Python code in Jupyter Notebook to wrangle data (e.g. subselect, combine and update) using numpy arrays and pandas dataframes.

Learning Objectives

After completing the lessons for Day 12, you will be able to:

  • Update, filter, and group values in pandas dataframes
  • Append new values to pandas dataframes
  • Write functions that execute multiple tasks on a numpy array
  • Combine multiple numpy arrays into a new numpy array

Class Schedule

Topic
Review Day 11 / Questions
Lesson 1: Data Wrangling With Pandas Dataframes
Lesson 2: Data Wrangling With Numpy Arrays

Lessons Day 12

In today’s lessons, you will write Python in Jupyter Notebook to wrangle data (e.g. subselect, combine and update) using numpy arrays and pandas dataframes.

Get Day 12 Files From Github.com

Fork and git clone today’s files from https://github.com/earthlab-education/ea-bootcamp-day-12 to the earth-analytics-bootcamp directory under your home directory.

If needed, refer to the lesson on Get Files from Github.com.