Data
Toronto-Apartment-Rental-Price

Toronto-Apartment-Rental-Price

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Dustin Carrion
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Context I have collected the Toronto Apartment Rental prices from various sources in local websites. Content There are 7 columns in the dataset. Bedroom - How many bedrooms available Bathroom - How many bathrooms available Den - Whether den is available or not Address - Location Lat - Lattitude Long - Longitude Price - Apartment Rental price per month in CAD Inspiration I would recommend you to collect more insights from these data and show some visual as well. Predicting the price would be great.

7 features

Price (target)string188 unique values
0 missing
Bedroomnumeric3 unique values
0 missing
Bathroomnumeric5 unique values
0 missing
Dennumeric2 unique values
0 missing
Addressstring653 unique values
0 missing
Latnumeric573 unique values
0 missing
Longnumeric562 unique values
0 missing
Show all 7 features

19 properties

NumberOfInstances
1124
Number of instances (rows) of the dataset.
NumberOfFeatures
7
Number of attributes (columns) of the dataset.
NumberOfClasses
188
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
5
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
71.43
Percentage of numeric attributes.
MajorityClassPercentage
5.16
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
58
Number of instances belonging to the most frequent class.
MinorityClassPercentage
0.09
Percentage of instances belonging to the least frequent class.
MinorityClassSize
1
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

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