### 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 do I deploy a process successfully designed in Rapidminer in the field?](/discussions/13462-how-do-i-deploy-a-process-successfully-designed-in-rapidminer-in-the-field)

?

first determine the data object that will be processed in rapidminer, the data used is not structured, and not derived from the questionnaire results. second, determine the class of attributes according to the needs of the analysis, determine the data type according to the class. Third, understand the algorithm that will be used as needed

Answered: Iqbal Dzulfiqar Iskandar on August 13, 2019

[Your answer](/discussions/13462-how-do-i-deploy-a-process-successfully-designed-in-rapidminer-in-the-field/comments/new?remote=true)

0

Question on: Kapiche
[How is Kapiche different to other text analytics providers?](/discussions/product-0e5727ff-2182-4991-ab3f-7ea3be5274be)

Product

The automated story board and context network. It's transparently showing how Kapiche treats each term. It gives full availability to users to make a change anytime at the user's end. 

Answered: Jieun Mok on May 26, 2022

Traditional text analytics is typified by extensive codebooks that are provided upfront to the system. Besides the laborious and costly process just to get started, this kind of approach is highly susceptible to confirmation bias. The system only analyzes the concepts and themes that it is instructed to look for. In contrast, Kapiche's data-driven approach provides an authentic view of what customers are actually talking about. It does this in minutes, allowing you to rapidly understand new and evolving data sources without slow and costly setup processes. Setup is almost non-existent, as Kapiche does not rely on pre-built industry models or code-frames. Just upload or import your data and you're away! 

Answered: Rhiannon Kastrissios on November 5, 2021

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

[Your answer](/discussions/product-0e5727ff-2182-4991-ab3f-7ea3be5274be/comments/new?remote=true)

0

Question on: Kapiche
[Can Kapiche be used to analyze text that is not part of a questionnaire/survey?](/discussions/product-b27bbf9b-e69b-49af-8416-7bee7ffc18d4)

Product

Yes. Anywhere you have high volumes of unstructured text (sentence style responses) Kapiche can analyze and provide you context around the themes being talked about. 

Answered: Rhiannon Kastrissios on October 17, 2019

[Your answer](/discussions/product-b27bbf9b-e69b-49af-8416-7bee7ffc18d4/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