Please do this in python programming langauges

Here is an example of data bining $..$

$$ First the Price Data is Sorted...

$$ Next, the Data is Partitioned into Equal Frequency Bins of Size $3...$That is$,$ Each Bin Contains $3$ Values...

$$ Smoothing By Bin Means of the Values $4,8,$ and $15$ in Bin $1$ is $9...$Each Original Value in the Bin is Replaced by the Mean Value $9...$the Same Process is Followed for Bins $2$ and $3...$

$$ SORTEDPRICEDATA:

$4,8,15,21,21,24,25,28,34$

$$ PARTITIONDATAINTOEQUAL FREQUENCY BINS:

$$ BIN $1$ : $4,8,15$

$$ BIN $2$ : $21,21,24$ BIN $3$ : $25,28,34$

$$ SMOOTHINGBYBINMEANS: $$ BIN $1$ : $9,9,9$

$$ BIN $2$ : $22,22,22$ BIN $3$ : $29,29,29$

$$ Here is an Example of Binning...

$$ First the Price Data is Sorted...

$$ Next, the Data is Partitioned into Equal Frequency Bins of Size $3...$That is$,$ Each Bin Contains $3$ Values...

$$ Smoothing By Bin Medians of the Values $4,8,$ and $15$ in Bin $1$ is $8...$Each Original Value in the Bin is Replaced by the Median Value $8...$ the Same Process is Followed for Bins $2$ and $3...$

$$ SORTEDPRICEDATA:

$4,8,15,21,21,24,25,28,34$

$$ PARTITIONDATAINTOEQUAL FREQUENCY BINS:

$$ BIN $1$ : $4,8,15$

$$ BIN $2$ : $21,21,24$ BIN $3$ : $25,28,34$

$$ SMOOTHINGBYBINMEDIANS: $$ BIN $1$ : $8,8,8$

$$ BIN $2$ : $21,21,21$ BIN $3$ : $28,28,28$

Here is an Example of Binning...

$$ First the Price Data is Sorted...

$$ Next, the Data is Partitioned into Equal Frequency Bins of Size $3...$That is$,$ Each Bin Contains $3$ Values...

$$ Smoothing By Bin Boundaries of the Values $4,8,$ and $15$ in Bin $1$ Would Have a Minimum of $4$ and a Maximum of $15...$the Remaining Value $8$ is Closest to the Minimum Boundary and So it is Replaced by the Value $4...$the Same Process is Followed for Bins $2$ and $3...$

$$ SORTEDPRICEDATA:

$4,8,15,21,21,24,25,28,34$

$$ PARTITIONDATAINTOEQUAL FREQUENCY BINS:

$$ BIN $1$ : $4,8,15$

$$ BIN $2$ : $21,21,24$ BIN $3$ : $25,28,34$

$$ SMOOTHINGBYBINBOUNDARIES: $$ BIN $1$ : $4,4,15$

$$ BIN $2$ : $21,21,24$ BIN $3$ : $25,25,34$