Knowledge Base

Data Analysis #

• Asking for Help With Code
• Data Visualization
• Making effective slides for presentations
• Project Organization for Data Science & Informatics
• Reproducibility in Data Analysis
• SciPy (Scientific Python): Tips & Snippets
• Setting Up a Cloud Server for Data Analysis
• Stata: Atom Setup for markstat Support
• Stata: Tips & Snippets

Epidemiology & Statistics #

• Common Machine Learning Models
• How to Tell if a Source Is Peer-Reviewed
• P Values
• Tools for Epidemiologists

Lists #

• COVID-19: Resources for Parents With Kids
• Things I Like

Programming #

• AppleScript
• CSS Frameworks
• JSON
• Learning Git
• Postgres Inline Data
• PyCharm Shortcuts
• Regular Expressions
• Shell
• Tabular Data in Text Files (CSV, TSV, Etc.)
• Web Analytics
• Website Comments
• tmux

R (statistical programming language) #

• Best Practices
• Built-In Datasets
• Creating Data Frames
• Data Import and Export
• Data Manipulation
• Duplicates
• Exploring Data
• Figures
• Fill Values Within Groups
• Frequency Counts
• Package Management
• Programming Features
• R Markdown
• Recoding
• Reshaping “Nontraditional” Wide Data (“Multi-choice” Data)
• The Tidyverse
• Wide/Long Conversion

Soft Skills #

• Effective Virtual Meetings & Presentations

Software #

• Backups
• Database GUIs
• Folder & File Comparison
• How to Edit With Google Docs
• Listserv Software & Services
• Mac/iOS notetaking apps
• Markdown Editors & Other Tools
• OneNote
• Online Diagram & Flowchart Software
• Password Managers
• Podcast Services
• Screen Recording
• Search Engines
• Task Managers
• Web Publishing
• Zoom Troubleshooting
• macOS Automation
• macOS Window Management

SQL #

• General Resources
• Joins
• Microsoft SQL Server (MSSQL) / T-SQL