Your big data partner


Text Mining

Text Mining

text miningXomnia is a text mining expert in the field of deriving high-quality information from a combination of structured and unstructured text, which is often found in user-generated data such as feedback forms or social media. This user-generated data is essential for companies in the communication with their large customer base, and yet interpreting this data often presents a huge challenge.

Depending on your company’s specific needs, text mining information extraction can happen on a number of levels:

Topic DiscoveryTopic RecognitionSentiment Analysis
Text ClusteringEntity ExtractionText Categorization


What sets Xomnia apart from text mining companies is that we are able to integrate this information in true self-service business intelligence solutions. Additionally, we are able incorporate this (now) structured data in advanced analytical models to gain unforeseen insights.

Altogether, we empower companies by enabling them to do their own innovative data driven decision-making.

Text mining projects

example-data-tui1We do many text mining projects. A succesful example is an advanced survey analysis with topic recognition and discovery and sentiment analysis that we did for TUI International. ‘Het Grote Buurtonderzoek‘ is another cool example case. This project we did for Persgroep Nederland involved survey analysis, sentiment and text mining and applied public data. Here you can read about Xomnia’s most challenging project we succesfully delivered to global recruitment company Randstad.

Can we help you?

We’d love to share our big data knowledge with you, please get in touch! Keen on knowing more about us? Xomnia is a big data analytics firm based in Amsterdam, the Netherlands. We are experts in data science, big data engineering and advanced business intelligence. Our services include: big data consultancy & projects, big data training and big data traineeships.

References for Text Mining

TUI Decos
TUI Advanced survey analysis through text mining

TUI is an international leisure-travel company. They constantly strive to surpass their customers’ expectations. When doing proper customer… Continue reading »

Services Big data consultancy project

Expertise Text Mining

Industry Leisure, Travel & Tourism

Thanks to Xomnia we can analyze our customer survey data in an unprecedented way

Leonie Zoet Marketing Intelligence Manager

Decos Two data driven solutions by Xomnia trainees

Decos Technology Group believes that mankind is able to create a better world. They apply there knowledge and… Continue reading »

Services Big data traineeship

Expertise Data Science, Text Mining

Industry Information Technology Services

Without the training and guidance the traineeship had to offer, our two data science trainees Kasper en Katherine at Decos wouldn’t have made the crucial steps in our exploring phase with data science.

Roel Noort Chief Innovation Manager

Advanced Healthcare Business Intelligence

Cordaan provides care and assistance to people who are in need of help, but still live at home…. Continue reading »

Expertise Microsoft Power BI, Text Mining

Industry Healthcare

Thanks to Xomnia we are able to retrieve strategic information out of unstructured data visualized in an easy-to-use dashboard. Great experience to work together!

Ellen Maat Directeur Strategie Kwaliteit & Innovatie

Predicting the day value of cars

For Geelen Projects, which focuses on the implementation and support of ICT processes in the car sale branche,… Continue reading »

Services Big data consultancy project

Expertise Machine learning & Predictive modelling, Text Mining

Industry Automotive

Xomnia offers our conservative automotive branche a new view on innovation. We look at their idea’s as thinking different or out of the box. They are not being distracted by a legacy of business approaches in our branch from the past. Their primary focus and effort goes to going ahead fast, with focus and youthful enthusiasm. The result is a fast and inspiring learning process, with sometimes disappointing but often amazing results. Always hire guys smarter than you 😉

Joop Geelen Owner

Content landing page text mining

eFaqt is a portal on which students can study their textbooks with speedlearning techniques such as mind mapping,… Continue reading »

Services Big data consultancy project

Expertise Deployment service, Text Mining

Industry Publisher

Xomnia succesfully delivered our vision on how to make our content even more accessible in a tailor made text mining solution. Thanks for helping us out!

Christiaan Henny Founder

Survey, sentiment and text analysis to understand neighbourhoods

The Persgroup (Newspaper Algemeen Dagblad) started a research to discover how Dutch citizens thing about important topics such… Continue reading »

Services Big data consultancy project

Expertise QlikView & QlikSense, Text Mining

Industry Publisher

Xomnia did a great job within an extreme time-constraint of just 4 weeks

Angelique Brinkman Manager Marketing Research & Development

Always ahead of trends: 350 Social Media pages in one dashboard

Xomnia has built a dashboard to provide a dynamic actionable overview of Wegener’s social media page portfolio. This… Continue reading »

Services Big data consultancy project

Expertise QlikView & QlikSense, Text Mining

Industry Publisher

We were surprised by the deep but accessible insights provided by Xomnia

Stijn Kuijpers Manager Marketing Intelligence


Xomnia developed a solution for Randstad to determine if someone’s job loyalty can be predicted based on a… Continue reading »

Services Big data consultancy project

Expertise Machine learning & Predictive modelling, Text Mining

Industry Recruitment

The data of Randstad is a strategic asset. Xomnia enables us to unleash its business value

Martijn Imrich Product Owner Market Exploration and Forecasting at I-bridge a Randstad Company