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welcome to the data exploration cleaning and labeling tutorial for Atlas so here were going to quickly go through how you can go in and clean ex do it perform exploratory data analysis and label a large data set of unstructured text with Atlas so you can find this tutorial on docsetnomic.ai other tutorials Tab and what you see here is an embedded Jupiter notebook that walks you through it uh well actually go through the jupiterate books together so uh basically Atlas itself is a tool for going through and doing exploratory data analysis data cleaning and labeling of massive data sets what you can find here is a small snippet that does an actual data upload so what this is going to do is its going to load up a data set of news uh sample 10 000 random points from it and then upload it to Atlas when you upload it to Atlas what its going to do is create an atlas project which is a container for your data in Atlas and what thats going to result in is an actual atlas map um so these Atl