Conduct Your Research
Data collection
Conduct biometrics research using iMotions by scheduling a research consultation.
Data wrangling and manipulation
Clean and restructure research data using OpenRefine or R.
Schedule a research consultation on data wrangling
GIS
Create maps and conduct analysis on researcher data
Data analysis and visualization
Access data analysis and visualization software, including:
- Microsoft Excel – statistical analysis, visualization
- SPSS – statistical analysis, data management
- Tableau – data visualization
- ArcMap – geospatial mapping
- ArcGIS Online – online mapping
- R and R Studio – quantitative and qualitative analysis
- OpenRefine – data cleaning
- Voyant – text analysis
- HathiTrust Research Center – text analysis of HTDL content
- Python – programming language, scripting
- nVivo – qualitative analysis
- Network analysis
For help accessing or using any of these tools, or on data visualization strategies, schedule a data visualization consultation.
Metadata creation and management
Apply metadata standards, controlled vocabularies, and metadata ontology to annotate and index research output.