Created
May 16, 2019 12:36
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Creating a set of all possible amenities in the Airbnb dataset
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| amenities_list = list(df.amenities) | |
| amenities_list_string = " ".join(amenities_list) | |
| amenities_list_string = amenities_list_string.replace('{', '') | |
| amenities_list_string = amenities_list_string.replace('}', ',') | |
| amenities_list_string = amenities_list_string.replace('"', '') | |
| amenities_set = [x.strip() for x in amenities_list_string.split(',')] | |
| amenities_set = set(amenities_set) | |
| amenities_set |
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