Data Analysis Pipeline

Data Analysis Pipeline

End-to-end quantitative and qualitative data analysis workflow for research projects

Data Interpretation

Analyses research findings and identifies patterns, trends, and contradictions

Data Visualisation Design

Designs effective data visualisations to communicate research findings clearly

Language Polish

Spelling, grammar, punctuation, sentence clarity, and minor wording cleanup

Qualitative Coding

Applies systematic thematic coding to qualitative data using established frameworks

Quantitative Analysis

Guides statistical analysis of numerical research data — from descriptive statistics through inferential testing

Visual Spec Generation

Generates specifications for data visualisations, charts, and diagrams from analytical results

Analysis Report Writer

Writes up the analysis section of a research paper or report

Dataset Profiler

Profiles a dataset and identifies appropriate analysis approaches

Design Visualisation

Designs data visualisation specifications from analytical results

Findings Synthesiser

Synthesises quantitative and qualitative findings into an integrated narrative

Generate Visual Specification

Specifies chart types, axes, and data mappings for data visualisations

Interpret Research Data

Identifies patterns, trends, and contradictions across research findings

Polish Language

Corrects spelling, grammar, punctuation, and improves sentence clarity

Statistical Test Selector

Recommends appropriate statistical tests based on data characteristics and research questions

Thematic Coder

Applies thematic coding to qualitative data following established frameworks

LLM Service

Language model service for analysis, synthesis, and document generation

Research Statistics Reference

Reference guide to common statistical methods used in social science and health research

Data Analysis Checklist

Pre-analysis and post-analysis quality checklist for research data analysis

Analysis Report Template

Structured template for writing up the analysis section of a research paper