Research data analytics

Rigorous analysis. Transparent workflows. Credible evidence.

Specialist quantitative, qualitative and mixed-methods support for postgraduate researchers, academics, research groups and funded projects across disciplines.

Research analytics service

Research Data Diagnostic

Assess analytical readiness before beginning or continuing analysis.

  • Dataset structure and quality
  • Alignment with research objectives
  • Potential analytical routes
  • Risks, gaps and preparation needs
  • Recommended next steps

Research analytics service

Data Preparation & Quality Control

Build a reliable and traceable foundation for analysis.

  • Formatting and restructuring
  • Variable coding and data dictionaries
  • Missing-data and duplicate assessment
  • Consistency checks
  • Analysis-ready preparation

Research analytics service

Quantitative Analysis

Transform quantitative data into rigorous and interpretable evidence.

  • Exploratory analysis
  • Descriptive and appropriate inferential statistics
  • R/RStudio and Python workflows
  • Reproducible scripts
  • Interpretation, tables and figures

Research analytics service

Qualitative & Mixed-Methods Analysis

Move systematically from qualitative material and combined evidence to defensible patterns and themes.

  • Data organisation
  • Coding frameworks
  • Thematic analysis
  • Mixed-methods integration
  • Interpretation and presentation

Research integrity

Support that strengthens the researcher’s work.

BlackHer works collaboratively and does not replace the researcher, fabricate findings or complete assessed academic work dishonestly.

  • Researcher remains informed and in control
  • Methods aligned with the research question
  • Transparent and reproducible workflows
  • Human verification of AI-assisted work
  • Clear interpretation without overstatement
  • Secure data arrangements agreed before transfer

Start a conversation

Bring clarity and confidence to your research data.

Hybrid consultations are available virtually and in person in Durban by prior arrangement. Contact us by WhatsApp or email.