With its user-friendly interface and similarities with Excel, SPSS is a popular tool for statistical analysis in social science.ĭigital Scholar Lab (CUHK subscribed database) Voyant Tools is a free web-based tool allowing users to quickly visualise and analyze text data. Nvivo helps organizing, analyzing and finding insights in unstructured, or qualitative data such as interviews, open-ended survey responses, articles, social media and web content. It can work with different text formats and even multi-media materials. NVivo is a software for qualitative analysis. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization. Weka is a collection of machine learning algorithms for data mining tasks. It integrates various components for machine learning and data mining through its modular data pipelining "Lego of Analytics" concept. KNIME is a free and open-source data analytics platform. OpenRefine is a powerful tool for working with messy data: cleaning it transforming it from one format into another and extending it with web services and external data.
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