Organise the inputs
Separate original data from prepared files and outputs. Use an explicit sequence for importing and transforming data.
RESEARCH & DATA
R analysis with a reproducible handover
Prepare data, run statistical analysis and create research figures in an organised R workflow. Receive scripts and documentation that explain how the outputs were produced.
Request a research quoteWhen this helps
You need script-based analysis, repeatable preparation steps or a documented workflow that can be rerun when data or research requirements change.
THE DETAIL THAT MATTERS
Reproducibility matters.
A script is a starting point. File paths, input versions, packages and settings also affect whether someone can rerun an analysis. We agree the level of environment documentation and portability your project needs.
- 01Inputs
- 02Transformations
- 03Analysis
- 04Outputs
- 05Rerun
What the work involves
Write readable scripts
Document recodes, exclusions, derived variables and modelling decisions. Avoid unexplained manual edits to analytical outputs.
Record dependencies
Identify packages and relevant versions. Record random seeds where a procedure relies on random sampling or simulation.
Check the handover
Rerun the agreed workflow, explain required inputs and note any environment or access dependencies.
What you receive
Deliverables are agreed in your quote.
- Organised R scripts for the agreed work.
- A dependency list and instructions for running the workflow.
- Tables, figures and analysis outputs.
- Notes on assumptions, data preparation and limitations.
What to prepare for an enquiry
Share your research question, stage, data type and deadline. No test selection is needed.
Please leave out sensitive records. File sharing is agreed after the initial review.
QUESTIONS
Questions about this service
Do I receive the scripts?
Yes. The scripts for the agreed analytical work form part of the handover, with notes on the inputs and execution order.
Which packages are used?
The choice follows the methods and outputs required. We identify relevant packages and versions in the handover rather than requiring you to choose them beforehand.
Can the analysis be rerun?
We test the agreed workflow and provide instructions. Rerunning it requires the documented input files, dependencies and compatible software environment.
NEXT STEP
Discuss this research need.
We’ll review your brief and confirm the scope and fee.