Craft Connect 24

Free Pre-Recorded E-Workshop: Data Analysis with R Studio

A concise, practice-first series covering Data Management, Visualisation, Parametric & Non-Parametric Tests, and Regression. Ready-to-use code, datasets and reporting tips for academic research.

Pre-recorded • Learn anytime
Beginner → Research-ready Free access

Pre-recorded • Learn anytime Beginner → Research-ready Free access

Get Free Access

🔥 Limited Seats Available – Enroll Today!

Quick Details

Format: Pre-recorded video lessons + downloadable datasets
Duration: ~7-8 hours (total) — divided into short focused videos
Ideal for researchers, faculty, and students

Workshop Modules

Data Management & Descriptive Analytics in R
Graphical Representation & Parametric Test Assumptions
Types of T-Tests & ANOVA
Non-Parametric Tests
Correlation & Regression Analysis

Workshop Curriculum

Five focused modules with hands-on code and datasets. Each module includes a short explanation and runnable R scripts.

Module 1 — Data Management & Descriptive Analytics

Importing CSV/Excel/SPSS, cleaning & recoding, descriptive stats (mean, median, sd), and summarising datasets for reporting.

Module 2 — Graphical Representation & Assumptions

ggplot2 visualisations, histograms, boxplots, QQ-plots and tests for normality & homogeneity required for parametric tests.

Module 3 — Types of T-Tests & ANOVA

Independent, paired and one-sample t-tests; one-way ANOVA and post-hoc comparisons; interpretation & APA-style reporting.

Module 4 — Non-Parametric Tests

Wilcoxon, Mann–Whitney U, Kruskal–Wallis and when to choose non-parametric methods in real research scenarios.

Module 5 — Correlation & Regression

Pearson & Spearman correlation, correlation matrices, simple & multiple linear regression, interpreting coefficients & model-fit.

What You Get

Downloadable Datasets

Practice files used in demonstrations so you can replicate analyses step-by-step.

Ready-to-Use R Scripts

Clean, well-commented scripts for each module — copy, run and modify for your research.

Practical Reporting Tips

How to write results sections and tables for journals and theses.

Workshop Curriculum

Craft Connect24 — Data & Research Team

Experienced trainers in statistical software & research methodology. Over 20,000 trained participants.

Who will benefit

  • Research scholars & thesis students
  • Faculty teaching research methods
  • Students and professionals learning applied statistics

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Get Free Access
Enroll Now

"Clear, practical, and immediately useful — helped me complete my thesis analysis."
Research Scholar
"The R scripts and datasets saved me hours of work."
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