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+# Dataset Description - Assignment 1
+
+The provided data is a modified version of a publicly available data source, and is subject to copyright.
+
+### Donor of database: 
+                          The Johns Hopkins University
+                          Johns Hopkins Road
+                          Laurel, MD 20707
+                          (301) 953-6231
+
+### Licence agreement: 
+
+The dataset can only be used for the purpose of this assignment. Sharing or distributing this data or using this data for any other commercial or non-commercial purposes is prohibited.
+
+
+### Data Fields
+
+| Column   Name                | Attribute/Target | Description                                                                                                                                                                                                  |
+|------------------------------|------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| ID                           | N/A              | Unique number to represent patient ID                                                                                                                                                                        |
+| PRG           | Attribute1       |  Plasma glucose|
+| PL               | Attribute 2     |   Blood Work Result-1 (mu U/ml)                                                                                                                                                |
+| PR              | Attribute 3      | Blood Pressure (mm Hg)|
+| SK              | Attribute 4      | Blood Work Result-2 (mm)|
+| TS             | Attribute 5      |     Blood Work Result-3 (mu U/ml)|                                                                                  
+| M11     | Attribute 6    |  Body mass index (weight in kg/(height in m)^2|
+| BD2             | Attribute 7     |   Blood Work Result-4 (mu U/ml)|
+| Age              | Attribute 8      |    patients age  (years)|
+| Insurance | N/A     | If a patient holds a valid insurance card|
+| Sepssis                 | Target           | Positive: if a patient in ICU will develop a sepsis , and Negative: otherwise |
+
+### Missing Attribute Values: Yes