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Code of Conduct
Setup
Episodes
Introduction
Formatting data tables in Spreadsheets
Formatting problems
Dates as data
Quality control
Exporting data
Before we start
Short Introduction to Programming in Python
Starting With Data
Data Types and Formats
Indexing, Slicing and Subsetting DataFrames in Python
Combining DataFrames with Pandas
Software installation using conda
Data Ingest and Visualization - Matplotlib and Pandas
Making Plots With plotnine
Refresher
Data Workflows and Automation
Introduction to netCDF
Visualising CMIP data
Refresher
Functions
Vectorisation
Command line programs
Version control
GitHub
Defensive programming
Data provenance
Accessing SQLite Databases Using Python and Pandas
All in one page (Beta)
Extras
Reference
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Extra Challenges
Figures
Instructor Notes
Overview of Jupyter Notebooks
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Data Carpentry for Oceanographers
: Figures