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At Last, Machine Learning Can Accurately Categorize Text Data

by Tim Bock

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Text Analysis

At Last, Machine Learning Can Accurately Categorize Text Data

by Tim Bock

5 Machine Learning Breakthroughs to Accurately Categorize Text! For the last 20 years, the survey research industry has waited with bated breath for text…

Machine Learning | Market Research

Semi-Automatic Coding of Text Data: A Cutting-Edge Technique

by Tim Bock

Manually coding text data into categories is one of the great pains of survey research. By contrast, many automatic text coding tools ease the pain…

Visualization

How to Customize Tables You Can Format and Align at Will in Displayr

by Liz Kucko

Often we want to customize the look of tables. Perhaps you need to show the counts below the bars of a visualization. Perhaps you need…

How To... | Text Analysis

Automatic Coding of Unstructured Text Data

by Tim Bock

Text data is one of the great pains of survey analysis. Open-ended questions allow us to obtain data that is less biased by our preconceptions....

Text Analysis

Choosing the Right Type of Manual Categorization for Text Analysis

by Kris Tonthat

If you're manually categorizing text data, Displayr will ask you to decide upfront whether to use Mutually Exclusive Categories or Multiple Overlapping Categories. If you're unsure, you've come to...

How To...

Manually Coding Multiple Response Text Data in Displayr

by Tim Bock

In this post, I provide a walk through of how to use Displayr’s text analysis for multiple response verbatims. I focus on what we refer…

Text Analysis

Automatic List Categorization of Text Data with Displayr

by Kris Tonthat

It can often be difficult and time-consuming to organize raw text data into meaningful insights. Manually coding even a single text question can take several…

Visualization

Automatically Extract Entities and Sentiment from Text

by Tim Bock

Text data often refers to entities, such as people, organizations, or places. These entities can be automatically extracted from text data, and then used in…

Text Analysis

Automatic Categorization of Unstructured Text Data

by Kris Tonthat

Categorizing text data can be a time-consuming and expensive activity. In cases where time is short and budgets low, using automatic categorization of text data…

Visualization

How To Add a Line to a Column Chart

by Liz Kucko

By adding a line to a column chart, you can add context to make your visualization more compelling and better display the relationship between two…

Market Research

Fully-integrated Text Analysis with Displayr

by Katie Savoca

Oh, text data - you love what it can tell you, but if I had to guess - you do not like analyzing it.

Tags: market research, sentiment analysis, text analysis, Using Displayr, word cloud

How To... | Text Analysis

How to Calculate Sentiment Scores for Open-Ended Responses in Displayr

by Matt Steele

Sentiment analysis is a way to quantify the feeling or tone of written text. In a survey context, this is a useful technique for gauging...

How To... | R How To...

Creating R Variables from Multiple Input Variables Using Code

by Tim Bock

Most of the time, when wanting to create new variables, the trick is to either change the structure of the variables or use one of...

Visualization

Customizing Colors Within a Series on a Bar, Column, or Pyramid Visualization

by Tim Bock

In Displayr, you can customize the colors within a series for bar charts, column charts, and pyramids created using Insert > Visualization. This can make...

Using Displayr

Creating and Customizing Banners in Displayr

by Tim Bock

In survey research, it is commonplace to create tables that show the answers to multiple questions across the top. For example, the table below shows...

Choice Modeling

Reordering Attribute Levels in Conjoint Analysis Models in Displayr

by Tim Bock

Reordering attribute levels in a conjoint analysis model can make results easier to interpret. For example, setting a standard option as the baseline in your...

Choice Modeling

How to Analyze Dual-Response ‘None of These’ Conjoint Models in Displayr

by Tim Bock

In a traditional choice-based conjoint analysis it is common to give people a "None of these" option. The more this option is chosen, the less...

How To...

Embedding Displayr Documents in Web Pages

by Tim Bock

Displayr documents can be embedded within other web pages. This allows you to easily add automated reporting and interactivity to your own websites.

How To...

How to Filter a Dashboard Based on User Logins

by Chris Facer

You can restrict what people see on a Displayr dashboard based on their department, geographic region, or some other user characteristic. For example, you can...

How To...

How to Band Numeric Variables in Displayr

by Matt Steele

It’s not uncommon for surveys to collect data from respondents by having them input a number (sometimes called punching). It's often useful to band this...

Visualization

How to link images to a visualization in Displayr

by Matt Steele

Images, logos, or even product/concept images can help bring insights to life. Having an image that dynamically updates to match a particular data point is...

How To... | R How To... | R in Displayr

How to Dynamically Change a Question Based on a Control Box

by Matt Steele

Control boxes are a popular way for users to change things on a Displayr page. This post will show you how to use a control...

Using Displayr

Your Guide for Working with Excel Files in Displayr

by Tim Ali

If you can export an SPSS file from your survey platform to use in your analysis, then Displayr will usually be able to do all…

Using Displayr

How to do K-means Cluster Analysis in Displayr

by Tim Ali

The k-Means cluster analysis algorithm is a method for grouping similar cases into groups, or clusters. The final clusters will be different from each other,...

Using Displayr

How to Connect Displayr to the Slack API

by Oliver Harrison

Is your team on Slack? Did you know that you can connect Slack to external platforms to receive notifications? This post will show you how...

How To...

How to Recode into Existing or New Variables

by Tim Bock

This post shows how to use Displayr to replicate the standard SPSS functions of Transform > Recode into Same Variables and Transform > Recode into…

Beginner's guides | Using Displayr

Learn Displayr for Free with Interactive Tutorials!

by Chris Facer

If you like learning software by getting hands-on, then this is the page for you! The tutorials on this page will help you learn the...

Visualization

How to Switch Logos and Images Based on User Selections

by Chris Facer

Awesome job - you've created a dashboard which lets your viewers choose from menu which brand they want to look at and get the latest...

R | R in Displayr | Using Displayr

How to Remove a Row or Column using R in Displayr

by Matt Steele

You can use R in Displayr to create bespoke tables and do flexible data manipulations.

Visualization

How to Get your Data Sparkling Clean – Fast!

by Lucy Li

Do you despise data cleaning? You’re not alone. Too many researchers find data cleaning to be time-consuming, tedious, and tiring. However, starting your analysis with...

Using Displayr

How to Check Respondent-level Data in Displayr

by Chris Facer

If you've had a chance to play around with Displayr then you've probably already experienced the power of turning raw data into tables of statistics...

Using Displayr

2 Approaches to Quickly Narrowing Down 3050 Crosstabs and Spotting the Important Ones in Displayr

by Tim Bock

Ready to save an enormous of time when sifting through thousands of crosstabs? This post describes which buttons to push in Displayr in order to…

Customer Feedback Surveys

4 Ways to Improve Customer Feedback Metrics

by Kris Tonthat

Increasing customer satisfaction and improving Net Promoter Scores is something every business should strive to do. Here are four data-driven approaches to improve your customer...

Tags: Customer Feedback Surveys

Visualization

How to Set the Initial Zoom and Position of Geographic Maps

by Liz Kucko

Sometimes the geographic map visualization is not initially centered or zoomed into the preferred level. This article will show you how to customize the initial...

Tags: How to, Using Displayr, Visualization

Visualization

Embedding Videos in Displayr Documents

by Tim Bock

Videos can be embedded into Displayr documents with a few lines of code. This is particular useful for showing videos of advertisements and vox pops.…

Using Displayr

Using the API to Create a Regression and Save Values as a JavaScript Variable

by Tim Bock

This post illustrates how to run a regression model from the API, and also how to use QScript to extract data from the regression model...

Using Displayr

Adding a Category to the Value Attributes using the API

by Tim Bock

Sometimes a variable in a data set will be missing a category (e.g., maybe nobody said “not aware” for Coke). If using a rich data…

Using Displayr

Merging Data Files Using the API

by Tim Bock

This blog post shows you how to use Displayr's API to merge two data files, and import the revised data file into a Displayr document.

Using Displayr | Visualization

Getting Started with the Displayr API

by Tim Bock

Displayr is designed to make it it easy to interact with the app via drag and drop, but sometimes it can be useful to grab...

Visualization

How to Fit a Structural Equation Model in Q

by Tim Bock

In this post I am going to walk through the steps of fitting a structural equation model (SEM) in Q. The post assumes that you…

Customer Feedback Surveys

What to do with Customer Feedback Survey Insights

by Kris Tonthat

Customer feedback should inform the decisions you make. Here are a few ways to turn feedback insights into actions.

Tags: Customer Feedback Surveys

Customer Feedback Surveys

Analyzing Sentiment in Customer Feedback Responses

by Kris Tonthat

Open-ended survey responses can be difficult to analyze. Algorithms and data models that work well with numeric and multiple-choice data often struggle to make sense...

Tags: Customer Feedback Surveys

Customer Feedback Surveys

How to Check Your Customer Feedback Analysis for Statistical Significance

by Kris Tonthat

Checking for statistical significance is a crucial part of any statistical analysis. With Displayr's built-in significance testing, separating signal from noise is a breeze.

Tags: Customer Feedback Surveys

Customer Feedback Surveys

4 Visualizations For Your Customer Satisfaction Data

by Kris Tonthat

Customer satisfaction is a valuable customer feedback metric. Here are the four visualizations to find stories in your customer satisfaction data.

Tags: Customer Feedback Surveys

Customer Feedback Surveys

How to Identify the Key Drivers of Your Net Promoter Score

by Kris Tonthat

Doing driver analysis with your Net Promoter Score allows you to gain a deeper understanding of your customers and their responses to your survey. An...

Tags: Customer Feedback Surveys

Choice Modeling

How to Check a Choice-Based Conjoint Model

by Tim Bock

Conjoint analysis, and choice modeling in general, is super-powerful. It allows us to make predictions about the future. However, if the models are poor, the…

Tags: Conjoint Analysis

Choice Modeling | Market Research

Comparing HB Root-likelihood (RLH) Between Displayr and Sawtooth

by Justin Yap

I am going to compare the performance of Hierarchical Bayes (HB) algorithms in Displayr and Sawtooth, using root-likelihood (RLH) as a metric to determine the superior...

Tags: Conjoint Analysis

Choice Modeling

Creating Online Conjoint Analysis Choice Simulators Using Displayr

by Tim Bock

Displayr creates an online choice simulator with the click of a few buttons. In this post I describe how to create a simulator, customize both...

Tags: Conjoint Analysis

Choice Modeling

How to Calibrate Conjoint Analysis to Market Share

by Tim Bock

It is possible to calibrate a choice simulator from a conjoint analysis study so that it more accurately predicts current market share. While I detail how...

Tags: Conjoint Analysis

Choice Modeling

Testing Whether an Attribute Should be Numeric or Categorical in Conjoint Analysis

by Tim Bock

Choice-based conjoint (CBC) studies usually specify a fixed number of levels for each attribute. The resulting attribute then becomes categorical. But that doesn't mean you...

Tags: Conjoint Analysis

Customer Feedback Surveys

Which Survey Questions Should You Include?

by Kris Tonthat

Deciding which questions to include in your customer feedback survey is a pivotal part of your customer-relationship strategy. A lengthy survey will result in a...

Tags: Customer Feedback Surveys

Data Science | MaxDiff

Comparing MaxDiff Results from Different Packages

by Tim Bock

Every now and then somebody writes to us and asks "Why are these MaxDiff results different from those that I get in Sawtooth?" The assumption...

Customer Feedback Surveys

Common Mistakes of Survey Design

by Kris Tonthat

When it comes to writing survey questions, there are many landmines to avoid. A poorly written question can decrease your response rates, muddy your data,...

Tags: Customer Feedback Surveys

Choice Modeling

Understanding Logit Scaling

by Tim Bock

Any model with the word "logit" or "logistic" in it uses something called logit scaling. Logit scaling is a beautiful thing! This post describes how it works...

Customer Feedback Surveys

Why is Customer Feedback Important?

by Kris Tonthat

Customer feedback should be at the center of your customer-relations strategy. It is not uncommon for successful companies to devote a ton of time and...

Tags: Customer Feedback Surveys

Choice Modeling

Numeric Attributes in Choice-Based Conjoint Analysis in Displayr

by Tim Bock

By default, Displayr treats all attributes in choice-based conjoint analysis as being categorical. This post describes how to tell Displayr to instead estimate such variables...

Tags: Conjoint Analysis

how to measure customer feedback from surveys

Customer Feedback Surveys

How to Evaluate Customer Survey Responses

by Kris Tonthat

There are many ways to measure customer feedback. The Customer Satisfaction Score, Net Promoter Score, and Customer Effort Score are just some of the available...

Tags: Customer Feedback Surveys

Customer Feedback Surveys

Open-ended vs Closed-ended Survey Questions

by Kris Tonthat

Survey questions can be broadly divided into two categories: open-ended and closed-ended questions. Before designing a survey, it’s important to understand the differences between the...

Tags: Customer Feedback Surveys

Customer Feedback Surveys

What is the Customer Effort Score?

by Kris Tonthat

Asking your customers how easy or difficult they found using your product or service is one of the most important things you can do. The...

Tags: Customer Feedback Surveys

Choice Modeling

Numeric versus Categorical Price Attributes in Conjoint Analysis

by Tim Bock

In marketing and market research, it is common to treat price as being a categorical attribute (variable) when conducting conjoint analysis. By contrast, in economics...

Tags: Conjoint Analysis

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At Last, Machine Learning Can Accurately Categorize Text Data

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