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How to analyze free-form survey responses using AI
How to analyze free-form survey responses using AI
Zafer Çavdar avatar
Written by Zafer Çavdar
Updated over 10 months ago

Analyzing free-form text responses in surveys is a challenging task. The conventional method involves manual text coding which is not only time-consuming but also risks resulting in inconsistent codes, especially when responses are in multiple languages. Additionally, simple text analysis like word clouds only offers an overview of major expressions but lacks depth of analysis and does not correlate responses with other data variables.

Dcipher Analytics’s survey analysis workflows use Natural Language Understanding to solve these problems. Through AI-enabled topic detection techniques, we identify semantically coherent topics in the survey responses. This provides insightful narratives that reveal both the respondents' feelings towards a subject, such as a brand, and the reasons behind those feelings in a more efficient and reliable manner. This guide shows you how to do this step by step.

Typical use cases

  • Identify, quantify, and get summaries of topics and themes in any set of free-form text responses

  • Analyze the “why” question in a Net Promoter Score survey

Delivery formats and outputs

The results are delivered in the form of an Excel spreadsheet with the identified topics, their summaries, the number of responses, and a selection of representative responses for each topic.

How to run survey analysis in Dcipher Analytics?

Step 1: Select the survey analysis workflow that uses your preferred input data

If you want to import data from an Excel spreadsheet or CSV file, select the workflow “Free-form text survey response analysis. If you want to analyze data in your Survey Monkey account, select the workflow “Survey Monkey survey analysis”.

Step 2: Click “Use this workflow” and follow the instructions in the workflow wizard

The wizard guides you through the import of data and selection of a delivery format.

Step 3: Click “Run workflow” to start the workflow run and wait for the results to generate

You will get notified by email once your delivery is ready. You can download the results through email or by clicking the workflow on the Workflow page inside the Dcipher app.

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