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Update README.md

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Data Science Dojo <br/>
Copyright (c) 2016 - 2019
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**Level:** Intermediate <br/>
**Recommended Use:** Classification Models<br/>
**Domain:** Healthcare<br/>
## Hepatitis Data Set
### Predict chance of survival
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![](1265.jpg)
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This *intermediate* level data set has 155 rows and 20 columns and provides various attributes of a patient.
This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification modelling techniques**.
Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. The Following data dictionary gives more details on this data set:
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### Data Dictionary
| Column Position | Atrribute Name | Definition | Data Type | Example | % Null Ratios |
|------------------- |----------------- |--------------------------------- |-------------- |------------------ |--------------- |
| 1 | Class | Class (1: DIE, 2: LIVE) | Quantitative | 1, 2 | 0 |
| 2 | Age | Age (In Years) | Quantitative | 34, 20, 55 | 0 |
| 3 | Sex | Sex (1: Male, 2: Female) | Quantitative | 1, 2 | 0 |
| 4 | Steroid | Steroid (No: 1, Yes: 2) | Quantitative | 1, 2 | 1 |
| 5 | Antivirals | Antivirals (No: 1, Yes: 2) | Quantitative | 1, 2 | 0 |
| 6 | Fatigue | Fatigue (No: 1, Yes: 2) | Quantitative | 1, 2 | 1 |
| 7 | Malaise | Malaise (No: 1, Yes: 2) | Quantitative | 1, 2 | 1 |
| 8 | Anorexia | Anorexia (No: 1, Yes: 2) | Quantitative | 1, 2 | 1 |
| 9 | Liver Big | Liver Big (No: 1, Yes: 2) | Quantitative | 1, 2 | 10 |
| 10 | Liver Firm | Liver Firm (No: 1, Yes: 2) | Quantitative | 1, 2 | 11 |
| 11 | Spleen Palpable | Spleen Palpable (No: 1, Yes: 2) | Quantitative | 1, 2 | 5 |
| 12 | Spiders | Spiders (No: 1, Yes: 2) | Quantitative | 1, 2 | 5 |
| 13 | Ascites | Ascites (No: 1, Yes: 2) | Quantitative | 1, 2 | 5 |
| 14 | Varices | Varices (No: 1, Yes: 2) | Quantitative | 1, 2 | 5 |
| 15 | Bilirubin | Bilirubin | Quantitative | 0.39, 0.80, 1.20 | 6 |
| 16 | Alk Phosphate | Alk Phosphate | Quantitative | 33, 80, 120 | 29 |
| 17 | Sgot | SGOT | Quantitative | 13, 100, 200 | 4 |
| 18 | Albumin | Albumin | Quantitative | 2.1, 3.0, 3.8 | 16 |
| 19 | Protime | Protime | Quantitative | 60, 70, 80 | 67 |
| 20 | Histology | Histology (No: 1, Yes: 2) | Quantitative | 1, 2 | 0 |
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### Acknowledgement
This data set has been sourced from the Machine Learning Repository of University of California, Irvine [Hepatitis Data Set (UC Irvine)](https://archive.ics.uci.edu/ml/datasets/Hepatitis).
The UCI page mentions the following authors for providing the data set:
*Dua, D. and Karra Taniskidou, E. (2017)*
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