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How to Create Bins and Buckets with Pandas
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In this video, I'm going to show you how to create bin data using pandas and this is a great technique to create categories out of continuous data. Hopefully. you'll enjoy the video and learn how to create bins by grouping continuous data so let's see the entire video.
Binning or discretization is the process of transforming numerical variables into categorical counterparts. Numerical variables are usually discretized in the modeling methods based on frequency tables. Statistical data binning is a way to group numbers of more or less continuous values into a smaller number of "bins".
We will use the Pandas CUT function. This method basically means that cut divide up the underlying data into equal-sized. or categorical bins. The function defines the bins using percentiles based on the distribution of the data, not the actual numeric edges of the bins.
Thanks for watching and I hope you enjoy this video and if you find any helps from this video so please subscribe to my channel to get more updates.
Leave a comment below what do you think and if you have any questions regarding this video.
Subscribe to my channel to stay tuned:
Follow us:
#Python
#HowToCreateBinUSingPandas
#PandasTutorial
#BinningTechniques
#MachineLearning
Binning or discretization is the process of transforming numerical variables into categorical counterparts. Numerical variables are usually discretized in the modeling methods based on frequency tables. Statistical data binning is a way to group numbers of more or less continuous values into a smaller number of "bins".
We will use the Pandas CUT function. This method basically means that cut divide up the underlying data into equal-sized. or categorical bins. The function defines the bins using percentiles based on the distribution of the data, not the actual numeric edges of the bins.
Thanks for watching and I hope you enjoy this video and if you find any helps from this video so please subscribe to my channel to get more updates.
Leave a comment below what do you think and if you have any questions regarding this video.
Subscribe to my channel to stay tuned:
Follow us:
#Python
#HowToCreateBinUSingPandas
#PandasTutorial
#BinningTechniques
#MachineLearning
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