Cheatsheets

⚒️ Setup & Tools

• Setting up Python
• Positron: Variables Pane, Magics, and Shortcuts

🐍 Python Basics

• Python Basics
• Python Functions
• Lists
• Dictionaries
• Control Flows
• print()

🐼 Pandas

• Pandas 1-pager PDF
• Pandas Series
• Pandas DataFrames
• Pandas DataFrame Methods and Data Science Workflows
• read_csv()
• Data Cleaning
• Data Filtering & Selection
• Data Grouping & Aggregation
• Merging and Joining Data
• Working with Timeseries

📊 Data Visualization

• Seaborn Basics
• Matplotlib Basics
• Matplotlib Cheatsheet
• plt.bar() [Matplotlib]
• Chart Customization

📎 Beyond EDS 217

These pages cover material this course does not teach. They are here so that the syntax is available when you meet it in code written by other people, or in later coursework.

• Sets
• List and Dictionary Comprehensions
• Numpy Basics