[Featrue]: Encoding

[xTwo56]

Description

label encoded three data columns

Semver Changes

• Minor (new features, no breaking changes)

Issues

#11

Checklist

• I have read the Contributing Guidelines.

[Dev7g]

You are commiting two new files, which is against the contribution guidelines.

The changes must be done within the Accomodating_Insights.inpyb file.

[TheMimikyu]

@xTwo56 Kindly remove .ipynb_checkpoints folder. It is polluting the codebase.
Your last PR had it which caused the issue.

[TheMimikyu]

@xTwo56 neighbourhood_group , neighbourhood and room_type are still of object types. Also, note that the changes have to be made in dff dataframe not df.

Data columns (total 12 columns):
 #   Column                          Non-Null Count  Dtype  
---  ------                          --------------  -----  
 0   neighbourhood_group             48884 non-null  object 
 1   neighbourhood                   48884 non-null  object 
 2   latitude                        48884 non-null  float64
 3   longitude                       48884 non-null  float64
 4   room_type                       48884 non-null  object 
 5   price                           48884 non-null  int64  
 6   minimum_nights                  48884 non-null  int64  
 7   number_of_reviews               48884 non-null  int64  
 8   reviews_per_month               38833 non-null  float64
 9   calculated_host_listings_count  48884 non-null  int64  
 10  availability_365                48884 non-null  int64  
 11  price_log                       48884 non-null  float64

No Label Encoding has been done. Thus I'm closing the PR. You may create a new PR when you actually solve the issue.