Carpentries Instruction Materials
This repo includes materials I use for teaching Carpentries workshops.
Contains Jupyter Notebooks with Markdown and code (Python 3.7) covering content from the Data Carpentry (DC) Ecology curriculum, Data Analysis and Visualization in Python for Ecologists lesson. The data (CSV files) used in these notebooks are available from the Ecology lesson setup page.
These notebooks cover the following topics:
- Indexing, slicing and subsetting
pandasdataframes (DC Episode: Indexing, Slicing and Subsetting DataFrames in Python)
pandasdataframes (DC Episode: Combining DataFrames with Pandas)
- Data workfows and automation (DC Episode: Data Workflows and Automation)
- Plotting data with
matplotlib(DC Episode: Data Ingest and Visualization - Matplotlib and Pandas)
These notebooks additionally draw on content from the following Carpentries lessons in order to describe concepts:
- Data Carpentry, Social Science curriculum, Data Analysis and Visualization with Python for Social Scientists alpha
- Software Carpentry, Plotting and Programming in Python
pandascheatsheets (free, but require providing contact information)