Skill: Data analysis

Ability to process, analyse and interpret data using mathematical and statistical methods.

Related skills

• Big data technologies
• Data mining
• Data visualisation
• Programming
• Research methodologies

Learning resources

• Data Visualisation - The Turing Way - The Turing Way
• Plotting and Programming in Python - Software Carpentry

Tools

• ATLAS.ti
• Excel
• ggplot2
• Google Sheets
• Mathematica
• Matplotlib
• NumPy
• NVivo
• Pandas
• SAS
• Seaborn
• Spreadsheets
• SPSS
• Stata

Languages

• MATLAB
• Python
• R

Methodologies

• Data analysis process
• Normalisation