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2.3.3 The Dataset

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The selected dataset has element of the metropolis Bengaluru; it consists of nine columns with contents that is point out under in Table 2.1 and has 13,321 instances. Enforcement of real estate, infidelity in real estate builders inside the city, and actual property sales throughout India in 2017 have dropped by 7%. As an example, for a potential house owner, greater than 9,000 apartments and flats for sale vary between 42 and 52 lakh, and it is observed that more than 7,100 apartments are within the budget 52 to 62 lakh, in step with a property file website Makaan.

Table 2.1 Columns of dataset.

Column name Description
Area type The kind of area the flat/plot is in.
Availability If the land is currently available or not.
Location Location of the land/plot.
Size Number of bedrooms and hall kitchen in the flat.
Society Name of the cooperating society.
Total square feet Area of the plot in square feet.
Bath Number of bathroom in the flat.
Balcony Number of balcony in the flat.
Price Price of the plot/flat.
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