$$ Check for missing data

$$ Check for errors in the data

$$ Clean and transform the data

$$ Run descriptive analysis

$$

$$ Propose the appropriate price to charge for AIR BNB rentals using SOAR analytic model.

$$ Determine the factors associated with loan repayment by using SOAR analytic model.

$$ What predicts the price of a nightly rentals in new York city

$$ Identify the dependent variable

$$ Identify the independent variable

$$ Identify the $5$ types of dependent variable and independent variable might relatively explains the loan repayment.

$$ Hypothesis links between the dependent variable and independent variable

$$ PIVOT table

$$ Correlations

$$ Regression

$$

$$ How would you effectively communicate the results to report AIR BNB management