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[Music] what is going on guys welcome back in todays were going to talk about three-dimensional plotting in matplotlib which means were going to make visualizations in three dimensions rather than only two dimensions and i have made a video on this already on my channel its quite old its part of the data science tutorial series uh its low quality so im going to make a new video here with more information with better quality and better explanations so lets get right into it were going to start by importing matplotlib dot pi plot s plt and were going to also import numpy as np now were going to use numpy mainly for the generation of data were not going to plot actual data were going to generate data using numpy and were going to use obviously matplotlib for the plotting now one thing that you might want to or might have to import im not sure sometimes i needed it sometimes i dont need it now in the last try i did need it so i dont know if its actually necessary but we