Research Data Rescue & Results Pack
Confusing data in.
Defensible results out.
Have research or survey data but feel unsure about what to do next?
Research Metrics Africa helps students, researchers and small organisations move from a confusing dataset to clear, defensible results. We review your research objectives, audit and clean the data, create a practical analysis plan, run suitable statistical methods and prepare understandable tables, charts and interpretations.
Starting fromKSh 8,000Scope confirmed after the dataset-readiness review
01 / AUDITVariables · Missingness · Coding
02 / RESULTSTables · Charts · Interpretation
AuditCleanMapAnalyseExplain
WHO IT IS FOR
Students, researchers and small organisations with messy, abandoned, incorrectly coded or incompletely analysed data.
WHAT YOU SEND
Objectives, study design, a de-identified dataset, codebook/questionnaire where available, reviewer feedback, deadline and required output.
WHAT YOU RECEIVE
Written triage and scope, issue register, cleaning log, objectives-to-analysis map, reproducible analysis assets, reports and a results-review meeting as agreed.
TURNAROUND & PRICE
From KSh 8,000. The final fee and date follow dataset condition, objectives, complexity, deliverables and deadline—not nationality or country.
NOT INCLUDED
Fabricated data, guaranteed findings, academic ghostwriting, undocumented source changes or work outside the accepted scope.
POST-DELIVERY
Substantial projects include one review meeting and a seven-calendar-day correction window for factual or agreed-scope errors.
Your package may include
One disciplined path from dataset to decision.
The exact scope depends on your research objectives, dataset condition and reporting needs. You approve the work plan before the full analysis begins.
Data cleaning with a documented cleaning log
Codebook review or creation
Objectives-to-analysis mapping
Descriptive and inferential statistical analysis
SPSS, R or Excel workflow
Clear tables and presentation-ready charts
Responsible interpretation of findings and limitations
One results-review or defence-preparation session
Methods before output
Every result should have a reason.
We do not jump straight into software. The analysis follows the study question, design, variable types and the quality of the available data.
Review
We start with your research objectives, study design, variables and the decisions the results must support.
Audit
The dataset is checked for structure, coding, missingness, duplicates, inconsistencies and analysis readiness.
Plan
Each objective is mapped to suitable summaries, comparisons or models before statistical work begins.
Analyse
The agreed workflow is completed in SPSS, R or Excel with clear records of material decisions.
Explain
Tables, charts, findings and limitations are reviewed in language you can understand and defend.
RESPONSIBLE RESEARCH SUPPORT
Clear help, with boundaries you can trust.
Make the analytical work clearer and more defensible.
That includes data-quality checks, documented decisions, suitable methods, reproducible workflows and responsible interpretation.
Fabricate data, guarantee findings or ghostwrite academic work.
Your results must reflect the evidence. The service strengthens your analysis and understanding without replacing your responsibility as the researcher.
Do not send identifiable participant information yet.
Secure data-handling arrangements and the minimum necessary access must be agreed before any sensitive research records are shared.
NOT READY FOR THE COMPLETE PACKAGE?
Start with a Focused Research Clinic.
Bring one clearly defined research or analysis question for KSh 2,000 and leave with live guidance plus concise written next-step notes.
45-minute starting pointKSh 2,000Book the clinic ↗
Check My Dataset
Tell us what you have—without sending the data yet.
Share your study stage, deadline, file format and where you feel stuck. We will review the request and agree on safe data-handling arrangements before any dataset transfer.
Before you enquire
Straight answers to important questions.
Can I send my dataset immediately?+
Please send the enquiry first—not the dataset. We agree on the minimum necessary data, remove direct identifiers and confirm a safe transfer process before any research records are shared.
Which software can you work with?+
Support can be delivered in SPSS, R or Microsoft Excel. The choice follows the dataset, analysis needs and the format you need to understand or reuse.
How is the final price decided?+
Price depends on the dataset condition, number of objectives and variables, statistical complexity, required outputs and deadline. You receive an agreed scope before the full work begins.
Can you guarantee significant results?+
No. Findings must reflect the data. We can improve the quality and transparency of the analysis, but we do not manipulate data or promise a particular result.
Will you write my thesis or dissertation?+
No. We provide ethical analytical support, documented outputs and explanation so you can understand and defend your own work. We do not ghostwrite academic submissions.