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-Edit this `README.md` markdown file to author your organization card 🔥
+We're a data science consultancy specialising in natural language processing.
+
+Open source projects (MIT licence)
+The Harmony project (Github repo) - Harmony is a tool and research project using natural language processing to harmonise mental health data. Read more at https://harmonydata.org and try the demo at https://app.harmonydata.org/.
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+Read more [on our website](https://fastdatascience.com/) or [on our Github Pages](https://fastdatascience.github.io/).
+
+<iframe width="560" height="315" src="https://www.youtube.com/embed/Q2gPm_cwsYA" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
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+# Open source projects (MIT licence)
+
+* [The Harmony project (Github repo)](https://github.com/harmonydata/harmony) - Harmony is a tool and research project using natural language processing to harmonise mental health data. Read more at https://harmonydata.org and try the demo at https://app.harmonydata.org/.
+
+* [Clinical Trial Risk Tool (Github repo)](https://github.com/fastdatascience/clinical_trial_risk) - a tool using natural language processing to categorise clinical trial protocols (PDFs) into high, medium or low risk. Read more at https://clinicaltrialrisk.org/ and try the demo at https://app.clinicaltrialrisk.org/.
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+# Other open source libraries
+
+* [Localspelling (Github repo)](https://github.com/fastdatascience/localspelling) - a library for localising spelling between US and UK variants - install from the command line with `pip install localspelling`
+
+* [country_named_entity_recognition (Github repo)](https://github.com/fastdatascience/country_named_entity_recognition) - a lightweight Python library for recognising country names in unstructured text and returning Pycountry objects `pip install country_named_entity_recognition`
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+* [drug_named_entity_recognition (Github repo)](https://github.com/fastdatascience/drug_named_entity_recognition) - a lightweight Python library for recognising drug names in unstructured text `pip install drug-named-entity-recognition`
+
+* [Fast Stylometry (Github repo)](https://github.com/fastdatascience/faststylometry) - a Python library for forensic stylometry.  `pip install faststylometry`. [Read tutorial](https://freelancedatascientist.net/fast-stylometry-tutorial/).
+
+# Blog
+
+We regularly post on [Fast Data Science's blog](https://fastdatascience.com/blog/).
+
+Popular posts include
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+* [Training machine learning models from sensitive data](https://fastdatascience.com/sensitive-data-machine-learning-model/)
+* [The key stages of a data science project](https://fastdatascience.com/the-key-stages-of-a-data-science-project/)
+
+# Contact
+
+You can contact us [on our website](https://fastdatascience.com/contact/).