Development of the study design, application of different data science methods and final evaluation.
Our client in the pharmaceutical industry wants to explore the analytical possibilities of internet-based research and investigate how such research can be automated. To this end, a methodological experiment will be conducted in a specific medical indication (autism).
The precise implementation will be defined in a joint workshop, and the experimental study design will be developed. Public and highly relevant data sources will be scraped. Various text mining methods will be used to analyze linguistic characteristics and identify typical and relevant buzzwords. Furthermore, the top users will be analyzed, and their activity related to topics concerning the disease and its impact on daily life will be quantified.
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