Harmonize
Process complex survey data with ease.
Bring all your data together, in one place.
Processing complex data is easy
Easily combine data from multiple vendors, multiple regions, and multiple data types. Yes, you can import complex survey data. You can also connect and analyze other data types, to understand your world, and realize even more profound, more holistic insights.
Combine multiple data sources
Bring your data sources together in Harmoni to form one usable set. Harmoni supports a wide range of survey and non-survey data sources, including IBM SPSS®, SQL, Microsoft Excel, CSV, tab-delimited files, Dimensions and more.
Want to combine multiple studies, add transactional data, customer experience data, social data, sales data, or pull data from a data lake? No problem. We can help you pull that data out, combine it with other sources so you can analyze it, and even push it back into your data lake again.
Integrate with data collection platforms
Integrated with popular market research platforms, Harmoni supports leading data collection platforms, including Voxco, FocusVision Decipher, Qualtrics, Askia and SurveyMonkey.
Harmoni's seamless connection with these platforms allows the flow of survey data; as survey respondents complete a survey, data can be instantly accessible.
Design, Shape, Organize
With Harmoni, you can re-organize and re-label data for easy viewing in crosstabs or graphs. Combine source variables and create newly constructed variables that are exponentially more valuable.
Our shaping expertise ensures that your data is ready to analyze and investigate so that you can find patterns and relationships quickly.
Automation
Harmoni employs automation technology to make data processing seamless. Harmoni recognizes variable types and where those can be shaped. Harmoni makes changes automatically, so you don't have to do it manually.
All your data sources can be organized, harmonized and structured to suit your needs. Your original data remains intact and retains label, meta and time information. Every time you replace or update source data, Harmoni remembers, then re-applies what you did previously.
Weighting
The process of sampling and weighting is a delicate balancing act, often used to ensure that groups are accurately represented as a proportion of the whole population. Harmoni recognizes and apply existing weights in your data automatically.
Projection
In Harmoni, it is easy to create projections and view your sample at a different size. Harmoni automatically updates projections based on your parameters, and notifies you of any needed actions.
A buyer's guide to survey analysis and visualization software
We've pulled together our 30 years of experience helping clients adopt market research software into this helpful guide for you. Discover:
- How to decide what type of software might be the best fit
- The risks and benefits of adopting new market research software
- What to look out for when you're making your selection
- Tips on how to make the transition as smooth as possible
Do more with Harmoni
Ready to learn more and take action?
Schedule a personalized demo and see what our software and services can do for you and your team.