davpinto/eda-jupyter

Reproducible Data Analysis Workflow in Jupyter

Reproducible Data Analysis Workflow in Jupyter

A more linear and reproducible analysis based on organized, packaged, and tested code

This repository is based on the tutorial Jupyter Workflow by Jake Vanderplas:

• GitHub
• Youtube

Loading and Visualizing Data

Using Jupyter to download and visualize data: Download and Visualize.

Additional resources:

• Fremont Bridge Bike Counter: the website where the data can be explored.
• A Whirlwind Tour of Python: Jake's book introducing the Python programming language, aimed at scientists and engineers.
• Python Data Science Handbook: Jake's book introducing Python's data science tools, including an introduction to the IPython, Pandas, and Matplotlib tools used in the tutorial.

Further Data Exploration

More sophisticated visualizations using matplotlib and pandas: Further Exploration

Additional resources:

• Pivot Tables Section from the Python Data Science Handbook.