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| 1 | # Dataset Description - Assignment 1 |
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| 3 | The provided data is a modified version of a publicly available data source, and is subject to copyright. |
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| 5 | ### Donor of database: |
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| 6 | The Johns Hopkins University |
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| 7 | Johns Hopkins Road |
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| 8 | Laurel, MD 20707 |
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| 9 | (301) 953-6231 |
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| 10 | |||
| 11 | ### Licence agreement: |
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| 12 | |||
| 13 | 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. |
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| 15 | |||
| 16 | ### Data Fields |
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| 18 | | Column Name | Attribute/Target | Description | |
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| 19 | |------------------------------|------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| 20 | | ID | N/A | Unique number to represent patient ID | |
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| 21 | | PRG | Attribute1 | Plasma glucose| |
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| 22 | | PL | Attribute 2 | Blood Work Result-1 (mu U/ml) | |
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| 23 | | PR | Attribute 3 | Blood Pressure (mm Hg)| |
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| 24 | | SK | Attribute 4 | Blood Work Result-2 (mm)| |
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| 25 | | TS | Attribute 5 | Blood Work Result-3 (mu U/ml)| |
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| 26 | | M11 | Attribute 6 | Body mass index (weight in kg/(height in m)^2| |
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| 27 | | BD2 | Attribute 7 | Blood Work Result-4 (mu U/ml)| |
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| 28 | | Age | Attribute 8 | patients age (years)| |
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| 29 | | Insurance | N/A | If a patient holds a valid insurance card| |
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| 30 | | Sepssis | Target | Positive: if a patient in ICU will develop a sepsis , and Negative: otherwise | |
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| 32 | ### Missing Attribute Values: Yes |