Data Processing & Delivery
Transform raw survey output into clean, structured, and well-documented datasets ready for analysis.
400+
Datasets Processed
Data processing and delivery that makes analysis faster and more reliable.
We take raw survey output from multiple sources and convert it into cleaned, harmonized, and clearly structured datasets. Our goal is to remove noise and ambiguity so that analysts and stakeholders can focus on interpretation, not troubleshooting files.
From basic cleaning and coding to derived variables and simple tab views, we align our deliverables with your internal workflows and tools.
What Our Data Processing Covers
We can work with single-country or multi-country data, combining files where needed and ensuring consistent labels, scales, and codes across markets.
Removal of invalid and low-quality records- Code frame alignment across markets and waves
- Creation of derived variables and recodes
- Basic tabulations and structure checks
- Delivery in preferred formats (SPSS, Excel, CSV, etc.)
- Documentation of all transformations and exclusions
Why Structured Delivery Matters
Well-structured, well-documented data shortens the path between fieldwork completion and decision-making. It also reduces rework in future waves or related studies, because definitions and transformations are captured clearly.
30+
Markets Harmonized
95%
Repeat Engagement
48hr
Typical Turnaround Post‑Field
How We Approach Processing & Delivery
We start by agreeing on target formats, variable naming conventions, and any derived metrics you need. This upfront clarity makes later waves of the study easier to compare and extend.
Throughout processing we keep a log of changes – from removed records to new variables – and share this alongside your final files, so every decision is traceable.
FAQ
Questions about data processing & delivery
Which formats can you deliver data in?
We commonly deliver in SPSS, Excel, and CSV, but can support other formats on request as long as specifications are clear.
Do you document which records were removed?
Yes. We provide counts and, where appropriate, IDs or flags for removed or down‑weighted records, along with the rules used.
Can you help set up tracking‑friendly structures?
We can design variable naming and coding conventions with future waves in mind, making it easier to append data and run trends.
Do you provide any basic analysis?
On request, we can supply simple tabulations or diagnostic views to help you quickly review fieldwork outcomes and data quality.
Our Service
Data Processing & Delivery
We clean and structure survey data, apply exclusion rules, and prepare files in formats that align with your analysis workflows.
Our team documents all quality actions and transformations, so you know what changed between raw and final data and why.