Course work with R
Statistical analysis, data visualization, interactive Shiny applications and RMarkdown/Quarto reports.
Areas of work
ggplot2 visualization
Graphics of publishing quality: scatter, bar, box, violin, heatmap, facets. Customization of themes and colors.
from UAH 2,500dplyr / tidyverse
Data manipulation: filter, mutate, group_by, summarize, join. Pipes (%>% and |>). Tidyr for pivot.
from UAH 2,500Shiny applications
Interactive web applications: reactivity, inputs/outputs, plotly integration, shinydashboard.
from UAH 3,500RMarkdown / Quarto
Automated reports: HTML, PDF, Word. Code + text + graphics in one document.
from UAH 2,500Statistical analysis
t-test, ANOVA, correlation, regression (linear, logistic), chi-square, normality of distribution.
from UAH 2,500caret / tidymodels
Machine learning in R: classification, regression, clustering, cross-validation, feature selection.
from UAH 3,500How we work
TK analysis
We study the methodology, determine the requirements and scope of work
Coordination
We discuss details, terms and cost
Implementation
We write code, test, prepare documentation
Demonstration
We show the result, payment after confirmation
What is included in the job
- R scripts with comments
- ggplot2 visualizations (10+ plots)
- Statistical tests with interpretation
- RMarkdown/Quarto report (PDF or HTML)
- Data set with explanation
- Descriptive statistics (mean, sd, median)
- Hypothesis testing (p-value, confidence intervals)
- Free edits
Reviews
"Statistical analysis course - real estate market research. ggplot2, dplyr, linear regression. Report in RMarkdown - teacher was happy with the design!"
"Shiny application for visualization of COVID data. Interactive plotly graphs, country and date filters. Deployed on shinyapps.io. Super!"
"Biostatistics course for Jagiellonian — medical data analysis. Survival analysis, Kaplan-Meier, Cox regression. All in R with ggplot2."
Frequently asked questions
Need help?
Send a manual or TK - we will evaluate it for free. Payment only after demonstration.