Data Science & Analytical Support

VART Consulting Pvt Ltd follows a structured, step-by-step approach to provide data science and analytical support for individuals, institutions, and research scholars.

1. Requirement Understanding

• Initial consultation to understand research objectives or project goals
• Identification of key problem statements and expected outcomes
• Assessment of data availability and analytical needs

2. Research Design & Planning

• Defining research framework and methodology
• Selection of appropriate analytical techniques (quantitative/qualitative)
• Designing data collection strategy (if required)

3. Data Collection & Preparation

• Support in primary and secondary data collection
• Access and guidance on national datasets (e.g., NFHS, NSSO, IHDS)
• Data cleaning, coding, and structuring for analysis

4. Tool Selection & Setup

• Identification of suitable tools such as:
  • SPSS
  • STATA
  • R
  • Python
  • Excel / Power BI
• Assistance in software setup and dataset integration

5. Data Analysis & Modelling

• Descriptive and inferential statistical analysis
• Econometric and advanced analytical modelling
• Interpretation of outputs and validation of results

6. Visualisation & Reporting

• Creation of charts, dashboards, and visual summaries
• Development of tables, graphs, and analytical reports
• Clear presentation of findings for academic or professional use

7. Research Writing Support

• Assistance in structuring research papers, theses, and reports
• Guidance on results interpretation and discussion writing
• Support for publication-ready documentation

8. Review & Feedback

• Iterative review of analysis and outputs
• Expert feedback and refinement of results
• Ensuring accuracy and alignment with objectives

9. Capacity Building & Training

• Hands-on training on tools and techniques used
• Skill development for independent research and analysis
• Workshops and one-on-one mentoring sessions

10. Final Delivery & Ongoing Support

• Delivery of final datasets, code files, and reports
• Continued support for revisions, publication, or presentation
• Long-term guidance for future research or projects

Outcome

This structured approach ensures that individuals, scholars, and institutions not only complete their projects effectively but also develop strong analytical and research capabilities for future work.