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okay i am recording iamp;#39;m sharing my screen and uh welcome to get started with open refine explore clean and transform your data i think in the workshop description i called it uh data wrangling with open refine so uh same thing this is a really fun workshop i use refine for all sorts of use cases itamp;#39;s a really interesting tool that really flexible really powerful and um nice to use so iamp;#39;m always excited to teach it and i think thereamp;#39;s a lot of applications and all kinds of different fields iamp;#39;m obviously in the library field librarians are very into using refined for all sorts of metadata purposes thereamp;#39;s also a lot of use in biology with all kinds of data wrangling tasks and all kinds of fields where you need to take some data maybe from sensors or from your experiments and transform it in different ways before you start you know doing your final analysis you can also just use it for exploring the data so weamp;#39;re going to take a look