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Research Data Management: Data Analysis & Visualisation

A guide to define and explore Research Data Management

ATLAS.ti

ATLAS.ti is a computer-assisted qualitative data analysis software that facilitates analysis of qualitative data for qualitative research, quantitative research, and mixed methods research. 

ATLAS.ti is a tool that supports locating, coding/tagging, and annotating features within bodies of unstructured data; it also offers visualization functions. Wikipedia

Although ATLAS.ti is NOT open source, it is a multi-functional tool for qualitative data research and analysis.

Researchers can edit content, refine, and structure your data the way it is needed. Organize research data in a structured way, leverage advanced coding features to pinpoint insights, and collaborate effortlessly with colleagues. 

The data analysis can be customised. 

Data an be imported or uploaded from any source and managed in one software package.

Easily import:

  • Text Files
  • Word Docs
  • PDF Files
  • HTML Files
  • Images
  • Audio Files
  • Video Data
  • Social Media Data
  • Survey Files
  • Reference Manager Data
  • Other Qualitative Data

ATLAS.ti

Analyze and refine data

Unlock insights for:

  • Survey Data Analysis
  • Interview Analysis
  • Focus Group Analysis
  • Literature Review and Analysis
  • Content Analysis
  • UX Research
  • Homework
  • Bachelor & Master Thesis
  • Doctoral Dissertations
  • Term Papers
  • Customer Feedback
  • Qualitative Customer Data

ATLAS.ti

Visualize and share research insights

Researchers can share research insights through clear visualizations that turn dull numbers into eye-opening results. 

Make use of:

  • Bar Charts
  • Sankey Charts
  • Donut Charts
  • TreeMaps
  • Networks
  • Word Clouds
  • Tables

ATLAS.ti

Trusted by the world's leading universities and companies

ATLAS.ti

Atl.ti.

Qualitative data analysis software for use by academics and registered postgraduate students. Please email edtech@ru.ac.za

NVivo

Discover more from your qualitative and mixed methods data with the latest major release from NVivo, the most cited qualitative data analysis software (QDA software) in research publications.* 



     Identify themes, run advanced queries, and discover evidence-based insights faster with Lumivero AI Assistant, allowing you to achieve rigorous research results in less time. 

SPSS

The IBM® SPSS® software platform offers:

  • advanced statistical analysis
  • a vast library of machine learning algorithms
  • text analysis
  • open-source extensibility
  • integration with big data
  • seamless deployment into applications.

Its ease of use, flexibility and scalability make SPSS accessible to users of all skill levels. What’s more, it’s suitable for projects of all sizes and levels of complexity, and can help you find new opportunities, improve efficiency and minimize risk. SPSS

SPSS is a software package for Windows and can be used to to produce graphics of data as well as other data analysis. 

Stata

Stata is a statistical software package for data analysis. You can use Stata by pointing and clicking, or by using the command syntax.  

The software can support complex analysis, and, as it is so programmable, developers and users continue to add new features.

UK Data Service