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<div class="sc-kdrUpr eZtUed"><div class="sc-UEtKG dGqiYy sc-hDzlxo bEIZRR"><div class="sc-fqwslf gsqkEc"><div class="sc-cBQMlg kAHhUk"><h2 class="sc-dcKlJK sc-cVttbi gqEuPW ksnHgj">About Dataset</h2></div></div></div><div class="sc-fHzVOS cUYeeo"><div class="sc-davvxH nUNNB"><div style="min-height: 80px;"><div class="sc-etVRix jqYJaa sc-jCNfQM igJSrG"><p>Dataset Column Descriptions:</p> |
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<ol> |
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<li><p>id:<br> |
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Type: Integer<br> |
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Description: Unique identifier for each row in the dataset.</p></li> |
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<li><p>disease_name:<br> |
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Type: Categorical<br> |
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Description: The name of the disease (e.g., "Tuberculosis", "Pneumonia", "COPD", etc.).</p></li> |
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<li><p>type:<br> |
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Type: Categorical<br> |
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Description: Indicates whether the disease is Communicable, Non-communicable, or Water-borne.</p></li> |
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<li><p>symptoms:<br> |
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Type: Categorical (Multi-value Text)<br> |
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Description: A list of symptoms associated with the disease (e.g., "Cough, fever, difficulty breathing").</p></li> |
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<li><p>causes:<br> |
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Type: Categorical (Multi-value Text)<br> |
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Description: The cause of the disease (e.g., "Mycobacterium tuberculosis bacteria", "Smoking, genetic factors").</p></li> |
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<li><p>transmission_mode:<br> |
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Type: Categorical<br> |
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Description: The method by which the disease spreads (e.g., "Airborne", "Contaminated water"). May be None for non-communicable diseases.</p></li> |
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<li><p>treatment:<br> |
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Type: Categorical (Text)<br> |
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Description: Treatment options for the disease (e.g., "Antibiotics", "Bronchodilators, steroids").</p></li> |
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<li><p>prevention:<br> |
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Type: Categorical (Text)<br> |
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Description: Prevention methods to reduce the likelihood of contracting the disease (e.g., "Vaccination, good hygiene", "Avoid smoking").</p></li> |
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<li><p>heart_rate:<br> |
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Type: Numerical (Float)<br> |
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Description: The patient's heart rate in beats per minute (BPM), recorded during the infection.</p></li> |
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<li><p>blood_pressure:<br> |
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Type: Numerical (Text: "Systolic/Diastolic")<br> |
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Description: The patient's blood pressure measurement, represented as systolic/diastolic (e.g., "120/80").</p></li> |
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<li><p>fever:<br> |
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Type: Categorical (Binary: 0 or 1)<br> |
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Description: Whether the patient has a fever (1 = Yes, 0 = No).</p></li> |
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<li><p>body_temperature:<br> |
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Type: Numerical (Float)<br> |
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Description: The patient's body temperature in degrees Celsius.</p></li> |
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<li><p>duration_of_infection:<br> |
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Type: Numerical (Integer)<br> |
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Description: Duration of the infection in days.</p></li> |
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</ol> |
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<p>Special Case (No Infection)</p> |
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<ol> |
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<li>infection_status:<br> |
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Type: Categorical (Binary: "Infected" or "No infection")<br> |
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Description: Indicates whether the patient has an active infection or no infection at the time of data collection.</li> |
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</ol></div></div></div> |