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hey guys tawfiq here now on my channel i have just created three new playlist where in the next couple of months i will be posting several different videos of solving sql queries so basic intermediate and complex sql queries now if you have an sql query that you would like me to make a video about and you would like me to include that sql query in your in this particular playlist then definitely share with me your sql query you can email me your sql query my email id is in the video description now in this video im going to be solving a very popular data analytics problem that is how do you remove duplicate data from your database now when i say duplicate data there can be two different scenarios the first scenario is that data is duplicated based on certain columns in your table so not every column has duplicate data but some of the columns in your table has duplicate data okay and the second scenario is that every single column in your table has duplicate data now the solution to re