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This is a step by step tutorial for text analyst who want an easy start to basic and and common techniques in NLP, Text Analysis, Machine Learning, Topic Modelling and corpus Linguistics. The tutorial is pat of the "Data Visualisation Workshop for Critical Computational Discourse" at the Data Science Institute at Lancaster University, UK. Presented by Dr Mahmoud El-Haj https://www.lancaster.ac.uk/staff/elhaj