Data
Buenos-Aires-Airbnb-Data

Buenos-Aires-Airbnb-Data

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Elif Ceren Gok
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Context For Past a decade, Airbnb has emerged as a great personalized staying option for customers worldwide.This dataset gives the details of Airbnb listings in Buenos Aires as on 24th November 2019 Content This dataset includes all information about hosts, geographical availability, necessary metrics to make predictions and perform analysis Acknowledgements This public dataset was published by Airbnb and the exact source is found here Inspiration What can we know about various hosts? What are the major busy areas of Buenos Aires? Which hosts are one of the busiest and why ?

15 features

idnumeric22877 unique values
0 missing
namestring22125 unique values
10 missing
host_idnumeric14851 unique values
0 missing
host_namestring3690 unique values
25 missing
neighbourhoodstring48 unique values
0 missing
latitudenumeric7269 unique values
0 missing
longitudenumeric9633 unique values
0 missing
room_typestring4 unique values
0 missing
pricenumeric340 unique values
0 missing
minimum_nightsnumeric66 unique values
0 missing
number_of_reviewsnumeric272 unique values
0 missing
last_reviewstring1326 unique values
6445 missing
reviews_per_monthnumeric720 unique values
6445 missing
calculated_host_listings_countnumeric45 unique values
0 missing
availability_365numeric366 unique values
0 missing
Show all 15 features

19 properties

NumberOfInstances
22877
Number of instances (rows) of the dataset.
NumberOfFeatures
15
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
12925
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
6461
Number of instances with at least one value missing.
NumberOfNumericFeatures
10
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
66.67
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
28.24
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
3.77
Percentage of missing values.
Show all 19 properties

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