### Contents

- [**Articles**](#resources-articles)
- [**Glossary Terms**](#resources-glossary_terms)
- [**Discussions**](#resources-discussions)
- [**Reports**](#resources-reports)

# Text Analysis Software Resources

##### Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on Text Analysis Software

Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find [articles](#resources-articles) from our experts, [feature definitions](#resources-glossary_terms), [discussions](#resources-discussions) from users like you, and [reports](#resources-reports) from industry data.

[ContentsExpand/Collapse Contents](#)
- [**Articles**](#resources-articles)
- [**Glossary Terms**](#resources-glossary_terms)
- [**Discussions**](#resources-discussions)
- [**Reports**](#resources-reports)

## Text Analysis Software Articles

[![Qualitative vs. Quantitative Data: Which to Use in Research?](https://learn.g2.com/hubfs/Qualitative%20vs%20quantitative%20data.png "Qualitative vs. Quantitative Data: Which to Use in Research?")](https://www.g2.com/articles/qualitative-vs-quantitative-data)

[
### Qualitative vs. Quantitative Data: Which to Use in Research?
](https://www.g2.com/articles/qualitative-vs-quantitative-data)
Data analysis is broad, exploratory, and downright complex.

[
 ![Devin Pickell](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Devin Pickell")
DP

](https://learn.g2.com/author/devin-pickell)

by Devin Pickell

[![Text Mining: How to Extract Valuable Insights From Text Data](https://learn.g2.com/hubfs/_learn-text-mining@2x.png "Text Mining: How to Extract Valuable Insights From Text Data")](https://www.g2.com/articles/text-mining)

[
### Text Mining: How to Extract Valuable Insights From Text Data
](https://www.g2.com/articles/text-mining)
Textual information is all around us.

[
 ![Amal Joby](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Amal Joby")
AJ

](https://learn.g2.com/author/amal-joby)

by Amal Joby

## Text Analysis Software Glossary Terms

[![Metalanguage](https://learn.g2.com/hubfs/G2CM_GI415_Glossary_Article_Images_%5BMetalanguage%5D_V1a.png "Metalanguage")](https://www.g2.com/glossary/metalanguage-definition)

[Metalanguage](https://www.g2.com/glossary/metalanguage-definition)

Metalanguage is a language used to describe, analyze, or define another language across linguistics, logic, and computer science systems and system theory.

by Amanda Hahn-Peters

[![Text Mining](https://learn.g2.com/hubfs/G2CM_GI671_Glossary_Article_Images-%5Btext_mining%5D_V1b.png "Text Mining")](https://www.g2.com/glossary/text-mining-definition)

[Text Mining](https://www.g2.com/glossary/text-mining-definition)

Text mining automatically transforms unstructured textual data into easily analyzed structured data. Learn more about its techniques and applications.

by Kelly Fiorini

## Text Analysis Software Discussions

0

Question on: Altair AI Studio
[How to predict 8 test values using 12 other test values. 500 data points available for each tests. Also what should I do to find a relation between parameters.](/discussions/24700-how-to-predict-8-test-values-using-12-other-test-values-500-data-points-available-for-each-tests-also-what-should-i-do-to-find-a-relation-between-parameters)

How to relate two parameters? Need to check whether parameter is directly proportional or indirectly proportional with another parameter.

Hello Daniel, Yes, you are right setting each one of 8 as a function of those 12 and using simple regression does solve it. I tried previously in the same way but as a function of 19 instead 12. But this worked for only one test. I am also looking for some better prediction or classification model which will work on those. 

Answered: Neeraj Jagtap on March 3, 2020

if I understand you well, you want to predict 8 variables using a set of 12 columns. This sounds like a simple regression. Basically build 8 regression models in which each of your "test values" is a function of the other 12 "test values". I hope this is what you are looking for.

Answered: Daniel Soto Zeevaert on March 2, 2020

The reason it failed could be missing values. Try Multiple Inputation or binning of your variables. For variable selection, you may want to use Lasso with stepwise backward instead of stepwise forward on a simple linear regression. Good luck!

Answered: Daniel Soto Zeevaert on March 4, 2020

[See more answers (2)](javascript:void(0);)

[Your answer](/discussions/24700-how-to-predict-8-test-values-using-12-other-test-values-500-data-points-available-for-each-tests-also-what-should-i-do-to-find-a-relation-between-parameters/comments/new?remote=true)

0

Question on: Forsta
[When will ConfirmIT match inbuilt mobile layout like Decipher and Qualtrics as I feel this is one feature giving plus point to other competitors?](/discussions/when-will-confirmit-match-inbuilt-mobile-layout-like-decipher-and-qualtrics-as-i-feel-this-is-one-feature-giving-plus-point-to-other-competitors)

I see inbuilt mobile layout on Decipher and Qualtrics that run matching all mobiles (smartphones, iPhones, androids systems) for all setups like grid, 3DGrid, card sort, slider etc but in ConfirmIT, I've to build one and adjust one as per setup and requirement. Responsive layout need improvement as it seems quiet stringent sometimes.

A big thank you to Confirmit support for clearing my doubt , I have been naïve and unaware how to make best use of responsive layout. It is working for me now thanks for all the help.

Answered: Mala Sharma on December 18, 2019

Hi Mala, I'm glad you were able to connect with support to learn more about our functionality. We have greatly extended our responsive survey layouts with lots of out-of-the-box capabilities ensuring a great experience irrespective of which device is used. In addition, we have our powerful front-end API to allow JavaScript capable users to create their own reusable custom experiences. Please feel free to reach out if you have any additional questions!

Answered: Beth Magee on December 18, 2019

[See more answers (1)](javascript:void(0);)

[Your answer](/discussions/when-will-confirmit-match-inbuilt-mobile-layout-like-decipher-and-qualtrics-as-i-feel-this-is-one-feature-giving-plus-point-to-other-competitors/comments/new?remote=true)

0

Question on: Altair AI Studio
[What is the minimum of data that i can use effectively?](/discussions/what-is-the-minimum-of-data-that-i-can-use-effectively)

I undestand that RapidMiner is effective for a lot of data, but, what is the quantity of data for I want to say that the solution is really effective?

Technically you need at least 100 rows. If you by effective mean a robust model that is generalizable, it really depends on the nature of your data and what you are trying to do.

Answered: Casper Friis Pedersen on November 22, 2019

[Your answer](/discussions/what-is-the-minimum-of-data-that-i-can-use-effectively/comments/new?remote=true)

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## Text Analysis Software Reports

Mid-Market Grid® Report for Text Analysis

Summer 2026

G2 Report: Grid® Report

Grid® Report for Text Analysis

Summer 2026

G2 Report: Grid® Report

Enterprise Grid® Report for Text Analysis

Summer 2026

G2 Report: Grid® Report

Momentum Grid® Report for Text Analysis

Summer 2026

G2 Report: Momentum Grid® Report

Small-Business Grid® Report for Text Analysis

Summer 2026

G2 Report: Grid® Report

Enterprise Grid® Report for Text Analysis

Spring 2026

G2 Report: Grid® Report

Small-Business Grid® Report for Text Analysis

Spring 2026

G2 Report: Grid® Report

Mid-Market Grid® Report for Text Analysis

Spring 2026

G2 Report: Grid® Report

Grid® Report for Text Analysis

Spring 2026

G2 Report: Grid® Report

Momentum Grid® Report for Text Analysis

Spring 2026

G2 Report: Momentum Grid® Report