Computer Assisted Qualitative Data AnalysiS software (CAQDAS) has been around for quite a while, and has assisted researchers in analyzing primarily text-based documents and storing that analysis in a findable and interactive manner. CAQDAS can help researchers to 'code,' or identify the occurrence of, various conceptual themes present across a corpus of documents in order to bring them together and pull insight from them. Social Psychologists may use a CAQDAS platform to code the responses to interviews, both in text as well as audio, or graduate students may use it to read and keep track of their thoughts for a literature review. The uses are wide and the data management capabilities are many. This guide is meant to expose you to the various options out there and help you to make an informed decision when embarking on a research project that will incorporate a CAQDAS program. Check out a review of some of these platforms here and be sure to read up and make your own comparisons of the various software's websites.
Your business deals with loads of data every day. This data is usually in the form of unstructured text such as emails, chats, tweets, social media posts, survey results, phone transcripts, and online reviews. What you have, essentially, is raw textual data that’s hard to interpret. Text analysis software can process this raw textual data and derive actionable insights from it to help you make data-backed business decisions.
- This business intelligence software supports Windows, Mac, and Linux operating systems. With Pentaho, you can work in a hybrid and multi-cloud environment. It has functionalities like IoT analytics, big data integration, real-time data analysis, and predictive modeling.
- Word frequency analysis is the simplest form of content analysis. In fact most operating systems (e.g. Unix/Linux, Mac OSX, and recent versions of Windows) have utilities to perform basic word counting and sorting built in. Category Frequency Analysis Content analysis programs almost all allow the user to specify a dictionary.
Pricing for content analytics software can vary from free to $150,000 per year or more. The software is priced according to its features available and its target audience. Marketers and publishers from small companies will benefit more from a free or low-cost content analytics software while the same people from bigger companies will benefit more from a high-cost content analytics software.
There are many text analysis software solutions for you to consider, but the good news is you don’t need to buy one right away. You can try free software tools before deciding to invest in a paid one.
To make your search easier, we’ve identified three free text analysis software solutions. We’ll look at what they bring to the table for a business like yours. But first, let’s begin with the basics of text analysis and how it benefits your business.
Here’s what we’ll cover:
What is text analysis?
What is text analysis software, and what are its benefits?
Common features of text analysis software
3 free text analysis software
Ready to select a text analysis tool?
What is text analysis?
Text analysis, also known as text mining, is the process of sorting and analyzing raw text data to derive actionable insights. It involves extracting meaningful information from large volumes of unstructured data, such as product reviews, emails, tweets, support tickets, and survey results.
For instance, you can use text analysis techniques to extract specific product names from thousands of emails in your inbox or categorize survey results by topic or user sentiment.
What is text analysis software, and what are its benefits?
Text analysis software, also called text analytics or text mining software, lets you mine relevant information from unstructured data to obtain business insights. You can use the software to analyze and understand customer sentiments. With a better understanding of what your customers want, you can plan product or service enhancements and improve decision-making.
Let’s look at some benefits of using text analytics applications:
- Quickly interpret raw data: Interpret and analyze large volumes of raw data such as emails, chats, tweets, messages, and reviews in a few minutes. Text mining applications help save time, so you can focus your resources on more important tasks such as solving customer queries and developing new products.
- Monitor customer comments and feedback in real time: Customer comments, feedback, and reviews can appear anywhere on the internet, making it difficult for you to track them. Text analysis software can monitor customer comments and feedback 24/7 and automatically flag negative tweets or reviews to help you take necessary action in real time.
- Aids in decision-making: The software helps identify if you need to make any changes to your existing business operations. You can use the generated insights to push for a process change and make data-backed business decisions.
Common features of text analysis software
Here are some common features of text analysis software your business may benefit from:
- Data extraction: Extract text data from channels such as social media, online chat, and emails that are repositories of customer interactions.
- Sentiment analysis: Analyze customer feedback and comments using scoring mechanisms that classify customer sentiments as positive, negative, or neutral.
- Reporting: Use charts, graphs, and other visual elements to generate reports on customer sentiment, keyword categorization, survey results, and more.
3 free text analysis software
In this section, we’ve alphabetically listed three free text analysis software tools for you to try. To identify these products, we analyzed the number of reviews and overall user rating of all text analysis software listed on Software Advice. Read the complete product selection methodology here.
Delighted
4.83 out of 5 stars
30 reviews
Delighted is a cloud-based customer experience management tool that allows you to conduct surveys across platforms, including emails, websites, and mobile apps. It offers a free version for businesses of all sizes.
Its artificial intelligence (AI)-driven survey text analysis engine, known as Smart Trends, provides real-time insights into customer sentiment. You can use prebuilt survey reports to monitor customer feedback and understand what makes them happy or unhappy. You can also evaluate customer satisfaction based on the net promoter score (NPS), ratings, and smiley and emoji reactions.
Other features of Delighted include:
- Data mining
- Complaint monitoring
- Communication management
Analyzing customer feedback in Delighted (Source)
Keatext
3.71 out of 5 stars
17 reviews
Smadav 2016 free setup. Keatext is a cloud-based customer experience and text mining tool that uses AI and machine learning to analyze unstructured data collected from various sources, such as social media platforms, emails, and surveys. It offers a free version for universities and nonprofit organizations.
Its predictive analytics capability lets you process unstructured customer feedback data to gain real-time insights into customer preferences. You can identify positive or negative trends around any specific issues or themes, as well as segregate feedback into praise, problem, suggestion, question, and more.
Other features of Keatext include:
- Data visualization
- Quantitative content analysis
- Multilanguage feedback collection
Sentiment analysis and comments clustering in Keatext (Source)
SoGoSurvey
4.69 out of 5 stars
640 reviews
Free Content Analysis Tools
SoGoSurvey is customer experience and text analytics software that lets you conduct employee engagement surveys and analyze the responses. It offers a free version for businesses of all sizes.
Its sentiment analysis feature uses natural language processing (NLP) to analyze and classify customer sentiments as positive, negative, or neutral. Based on the results, you can plan future product or service improvements to keep your customers happy. The software also supports multilanguage sentiment analysis so you can capture feedback from customers located worldwide.
Other features of SoGoSurvey include:
- Mobile surveys
- Email marketing
- Custom survey templates
Analyzing survey results in SoGoSurvey (Source) Respiratory therapy drug guide cheat sheet.
Ready to select a text analysis tool?
When using free text analytics tools, you may face one key issue: lack of required software functionality. If you’re a small business without much functionality requirements, free software should work fine for you.
That said, many businesses find the benefits of paid software to be worth every penny. If you’re willing to invest in a paid tool, here’s our complete list of text analysis software solutions. Check out user reviews from real people like you. Also, read our text analysis software buyers guide to understand software features and benefits in detail.
Methodology
To be considered for this article, products had to be free. We classified a product as free if:
1. It offers a stand-alone free software version.
Content Analysis Examples
2. It’s not a trial plan where a user must purchase a paid version after a limited amount of time.
Content Analysis Software Free Mac
Each selected product was listed on Software Advice’s text analysis software category page and had at least 10 published reviews and a minimum overall rating of 3.5 out of 5 (as on Dec. Bad bots coming to steam for mac. 7, 2020).