Data
Intelligence
Research data becomes valuable when it is structured, validated, and transformed into something decision-ready. Visual Data Matrix supports the journey from raw research data to clear outputs through data processing, tabulation, open-end coding, advanced analysis, visualization, dashboards, and reporting.
Trusted by Leading Research & Business Partners
From Raw Data To Clear Direction
Our approach brings structure to complex research data through defined processing, quality checks, analysis, and reporting workflows. We work with project requirements to prepare accurate and usable outputs while maintaining consistency across each stage of delivery.
01
Data Processing & Validation
Prepare research data through structured cleaning, validation, and quality checks for consistent, analysis-ready results.
02
Tabulation & Coding
Transform survey responses into structured tables and coded outputs, including banner and open-ended coding.
03
Advanced Analysis
Apply statistical and analytical techniques to explore relationships, patterns, segments, and other findings within research datasets.
04
Visualization & Reporting
Translate research outputs into charts, dashboards, tables, and reports that make findings clearer and easier to communicate.
Turning Data Into Research-Ready Outputs
From initial validation through final reporting, our data services can be tailored around the complexity and deliverables of each project. We support both individual processing requirements and broader end-to-end research data workflows.
- Data Cleaning & Validation
- Data Tabulation & Banner Generation
- Open-End Coding
- Weighting & Quality Assurance
- Statistical & Higher Analysis
- Charts & Data Visualization
- Dashboard Development
- Report Preparation
Data Intelligence FAQs
What data processing services can Visual Data Matrix support?
We can support data validation, cleaning, tabulation, open-end coding, weighting, quality checks, analysis, charting, dashboard development, and report preparation depending on the requirements of the study.
Can you create customized tables and banners?
Yes. Tabulation can be structured around project specifications, including absolute and percentage tables, banner-based outputs, and customized reporting requirements.
Do you support open-ended response coding?
Yes. Open-ended responses can be reviewed and coded into structured code frames to help organize qualitative responses for analysis and reporting.
What types of analytical support can be provided?
Depending on the project, analytical support can include techniques such as correlation, regression, segmentation, factor analysis, correspondence analysis, conjoint, MaxDiff, and other higher-analysis requirements.
What output formats can be delivered?
Outputs can be prepared in formats such as Excel, Word, SPSS-compatible data, charts, dashboards, tables, and research reports based on the agreed project requirements.