Create README.md

README.md

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+# home-loan-sanction-amount
+
+## Problem Statement
+
+* Buying a house requires a lot of careful planning. Once we have finalized your budget and the house that we want to buy, we must ensure sufficient funds to pay the seller.
+
+* With rising property rates, most people avail home loans to buy their dream houses. The bank only lends up to 80% of the total amount based on a person's finances (salary, outgoing expenses, existing loans, etc.). We will need to make the rest of the payment yourself after the bank tells you how much they can lend.
+
+* We need to predicting loan amount that can be sanctioned to applicant based on available features.
+
+## Data Description
+
+| Columns						| Column Description
+|-------------------------------|----------------------------------------------------------------------------------
+| Customer ID 					| Represents a unique identification number of a customer
+| Name							| Represents the name of a customer
+| Gender						| Represents the gender of a customer
+| Age							| Represents the age of a customer
+| Income (USD)					| Represents the income of a customer
+| Income Stability				| Represents whether a customer has a stable source of income
+| Profession					| Represents the profession of a customer
+| Type of Employment			| Represents the type of employment of a customer
+| Location						| Represents the current location that a customer resides 
+| Loan Amount Request (USD)		| Represents the loan amount requested by a customer
+| Current Loan Expenses (USD)	| If a customer has any current active loans, then this represents the amount that a spends on these loans (monthly)
+| Expense Type 1				| Represents a type of expense that a customer spends on (monthly)
+| Expense Type 2				| Represents a type of expense that a customer spends on (monthly)
+| Dependents					| Represents whether a customer has any dependencies (spouse, parents, siblings, children, etc.)
+| Credit Score					| Represents the credit score of a customer 
+| No. of Defaults				| Represents the number of time a customer has defaulted 
+| Has Active Credit Card		| Represents if a customer has any active credit cards or not
+| Property ID					| Represents an identification number of a property
+| Property Age					| Represents the age of a property
+| Property Type					| Represents the type of property
+| Property Location				| Represents the location of a property
+| Co-Applicant					| Represents whether a customer has co-applicants 
+| Property Price				| Represents the selling price of a property
+| Loan Sanction Amount (USD)	| Represents the loan sanctioned amount for a customer 
+