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30Kanika commited on Feb 26, 2023

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.gitattributes +34 -2
README.md +13 -0
app.py +71 -0
code.ipynb +1587 -0
disease.joblib +3 -0
files/Testing.csv +43 -0
files/Training.csv +307 -0
files/dataset.csv +314 -0
files/disease_description.csv +43 -0
files/disease_precaution.csv +43 -0
files/symptom_severity.csv +135 -0
model.joblib +3 -0
requirements.txt +7 -0

.gitattributes CHANGED Viewed

@@ -1,2 +1,34 @@
-# Auto detect text files and perform LF normalization
-* text=auto

+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md ADDED Viewed

	@@ -0,0 +1,13 @@

+---
+title: Disease Classifier
+emoji: 🦀
+colorFrom: gray
+colorTo: green
+sdk: streamlit
+sdk_version: 1.17.0
+app_file: app.py
+pinned: false
+license: apache-2.0
+---
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py ADDED Viewed

	@@ -0,0 +1,71 @@

+import streamlit as st
+import pandas as pd
+import numpy as np
+from joblib import load
+# Title :
+st.title("Disease :blue[Detector] 🕵️")
+# Reading CSVs :
+data = pd.read_csv("files/Training.csv").drop("prognosis", axis=1)
+ds = pd.read_csv("files/disease_description.csv")
+pr = pd.read_csv("files/disease_precaution.csv")
+# Columns (representing symptoms) :
+dis= list(data.columns)
+# Loading model and saved dictionary :
+model = load("model.joblib")
+pro = load("disease.joblib")
+# Creating an array with zeros :
+arr = np.zeros(135)
+opt = st.multiselect(
+    "Please Select Your :red[Symptoms :]",
+    dis
+)
+# Creating a function to predict and store :
+opt = list(opt)
+def predictions(opt):
+    idx = []
+    for i in opt:
+        idx.append(dis.index(i))
+    for i in idx:
+        arr[i] = 1
+    arr[-1]= len(opt)
+    pred = model.predict([arr])
+    for key in pro.keys():
+        if pro[key] == pred[0]:
+            print(f'''Disease:{key}
+                    Array:{arr}''')
+            return key
+# Description :
+def give_des(d):
+    return [ds[ds["Disease"]==d].Symptom_Description][0]
+# Description :
+def give_pre(d):
+    return list(pr[pr["Disease"]==d].Symptom_precaution_0)[0],list(pr[pr["Disease"]==d].Symptom_precaution_1)[0],list(pr[pr["Disease"]==d].Symptom_precaution_2)[0], list(pr[pr["Disease"]==d].Symptom_precaution_3)[0]
+if st.button("Detect"):
+    cola, colb, colc = st.columns(3)
+    prognosis = predictions(opt)
+    description = give_des(prognosis)
+    p1, p2, p3, p4 = give_pre(prognosis)
+    with colb:
+        try:
+            st.header(prognosis)
+            st.subheader("Description :")
+            st.caption(list(description.values)[0])
+            st.subheader("Precaution :")
+            st.caption(f"- {p1}\n- {p2}\n- {p3}\n- {p4}")
+        except:
+            st.header(":red[Something Went Wrong] ⚠️")

code.ipynb ADDED Viewed

	@@ -0,0 +1,1587 @@

+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "%matplotlib inline\n",
+    "from matplotlib import style\n",
+    "import warnings\n",
+    "warnings.filterwarnings(\"ignore\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>abdominal_pain</th>\n",
+       "      <th>abnormal_menstruation</th>\n",
+       "      <th>acidity</th>\n",
+       "      <th>acute_liver_failure</th>\n",
+       "      <th>altered_sensorium</th>\n",
+       "      <th>anxiety</th>\n",
+       "      <th>back_pain</th>\n",
+       "      <th>belly_pain</th>\n",
+       "      <th>blackheads</th>\n",
+       "      <th>bladder_discomfort</th>\n",
+       "      <th>...</th>\n",
+       "      <th>weakness_in_limbs</th>\n",
+       "      <th>weakness_of_one_body_side</th>\n",
+       "      <th>weight_gain</th>\n",
+       "      <th>weight_loss</th>\n",
+       "      <th>yellow_crust_ooze</th>\n",
+       "      <th>yellow_urine</th>\n",
+       "      <th>yellowing_of_eyes</th>\n",
+       "      <th>yellowish_skin</th>\n",
+       "      <th>prognosis</th>\n",
+       "      <th>symptoms</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Hyperthyroidism</td>\n",
+       "      <td>11</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1 rows × 136 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    abdominal_pain  abnormal_menstruation  acidity  acute_liver_failure  \\\n",
+       "25               0                      1        0                    0   \n",
+       "\n",
+       "    altered_sensorium  anxiety  back_pain  belly_pain  blackheads  \\\n",
+       "25                  0        0          0           0           0   \n",
+       "\n",
+       "    bladder_discomfort  ...  weakness_in_limbs  weakness_of_one_body_side  \\\n",
+       "25                   0  ...                  0                          0   \n",
+       "\n",
+       "    weight_gain  weight_loss  yellow_crust_ooze  yellow_urine  \\\n",
+       "25            0            1                  0             0   \n",
+       "\n",
+       "    yellowing_of_eyes  yellowish_skin        prognosis  symptoms  \n",
+       "25                  0               0  Hyperthyroidism        11  \n",
+       "\n",
+       "[1 rows x 136 columns]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data=pd.read_csv(\"files/Training.csv\")\n",
+    "data.head()\n",
+    "\n",
+    "test = pd.read_csv(\"files/Testing.csv\", index_col=[0])\n",
+    "test.sample()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(306, 135)"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data[\"prognosis\"] = data[\"prognosis\"].apply(lambda x: x.replace(\"Paralysis (brain hemorrhageH\", \"Paralysis (brain hemorrhage)\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "prognosis\n"
+     ]
+    }
+   ],
+   "source": [
+    "new_data = data.copy()\n",
+    "for i in new_data.columns :\n",
+    "    if new_data[i].dtype=='object':\n",
+    "        print(i)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Dengue                           10\n",
+       "Hepatitis D                      10\n",
+       "Chicken pox                      10\n",
+       "Migraine                         10\n",
+       "Diabetes                          9\n",
+       "Hypoglycemia                      9\n",
+       "Hepatitis B                       9\n",
+       "Hepatitis A                       9\n",
+       "Jaundice                          9\n",
+       "Hyperthyroidism                   9\n",
+       "Hepatitis E                       9\n",
+       "Common Cold                       9\n",
+       "Pneumonia                         9\n",
+       "Tuberculosis                      9\n",
+       "Typhoid                           9\n",
+       "Chronic cholestasis               8\n",
+       "Malaria                           8\n",
+       "Hypothyroidism                    8\n",
+       "Alcoholic hepatitis               8\n",
+       "Varicose veins                    8\n",
+       "Peptic ulcer disease              7\n",
+       "Paroxysmal Positional Vertigo     7\n",
+       "Osteoarthritis                    7\n",
+       "Psoriasis                         7\n",
+       "Hepatitis C                       7\n",
+       "GERD                              7\n",
+       "Bronchial Asthma                  7\n",
+       "Hypertension                      6\n",
+       "Cervical spondylosis              6\n",
+       "Impetigo                          6\n",
+       "Arthritis                         6\n",
+       "Drug Reaction                     6\n",
+       "Dimorphic hemorrhoids(piles)      6\n",
+       "Urinary tract infection           5\n",
+       "Allergy                           5\n",
+       "Paralysis (brain hemorrhage)      5\n",
+       "Acne                              5\n",
+       "Fungal infection                  5\n",
+       "Gastroenteritis                   5\n",
+       "Heart attack                      5\n",
+       "AIDS                              5\n",
+       "Covid                             2\n",
+       "Name: prognosis, dtype: int64"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "new_data[\"prognosis\"].value_counts()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array(['AIDS', 'Acne', 'Alcoholic hepatitis', 'Allergy', 'Arthritis',\n",
+       "       'Bronchial Asthma', 'Cervical spondylosis', 'Chicken pox',\n",
+       "       'Chronic cholestasis', 'Common Cold', 'Covid', 'Dengue',\n",
+       "       'Diabetes ', 'Dimorphic hemorrhoids(piles)', 'Drug Reaction',\n",
+       "       'Fungal infection', 'GERD', 'Gastroenteritis', 'Heart attack',\n",
+       "       'Hepatitis A', 'Hepatitis B', 'Hepatitis C', 'Hepatitis D',\n",
+       "       'Hepatitis E', 'Hypertension ', 'Hyperthyroidism', 'Hypoglycemia',\n",
+       "       'Hypothyroidism', 'Impetigo', 'Jaundice', 'Malaria', 'Migraine',\n",
+       "       'Osteoarthritis', 'Paralysis (brain hemorrhage)',\n",
+       "       'Paroxysmal Positional Vertigo', 'Peptic ulcer disease',\n",
+       "       'Pneumonia', 'Psoriasis', 'Tuberculosis', 'Typhoid',\n",
+       "       'Urinary tract infection', 'Varicose veins'], dtype=object)"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dis = new_data.prognosis.unique()\n",
+    "dis"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>abdominal_pain</th>\n",
+       "      <th>abnormal_menstruation</th>\n",
+       "      <th>acidity</th>\n",
+       "      <th>acute_liver_failure</th>\n",
+       "      <th>altered_sensorium</th>\n",
+       "      <th>anxiety</th>\n",
+       "      <th>back_pain</th>\n",
+       "      <th>belly_pain</th>\n",
+       "      <th>blackheads</th>\n",
+       "      <th>bladder_discomfort</th>\n",
+       "      <th>...</th>\n",
+       "      <th>weakness_in_limbs</th>\n",
+       "      <th>weakness_of_one_body_side</th>\n",
+       "      <th>weight_gain</th>\n",
+       "      <th>weight_loss</th>\n",
+       "      <th>yellow_crust_ooze</th>\n",
+       "      <th>yellow_urine</th>\n",
+       "      <th>yellowing_of_eyes</th>\n",
+       "      <th>yellowish_skin</th>\n",
+       "      <th>prognosis</th>\n",
+       "      <th>symptoms</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Alcoholic hepatitis</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1 rows × 136 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    abdominal_pain  abnormal_menstruation  acidity  acute_liver_failure  \\\n",
+       "13               1                      0        0                    0   \n",
+       "\n",
+       "    altered_sensorium  anxiety  back_pain  belly_pain  blackheads  \\\n",
+       "13                  0        0          0           0           0   \n",
+       "\n",
+       "    bladder_discomfort  ...  weakness_in_limbs  weakness_of_one_body_side  \\\n",
+       "13                   0  ...                  0                          0   \n",
+       "\n",
+       "    weight_gain  weight_loss  yellow_crust_ooze  yellow_urine  \\\n",
+       "13            0            0                  0             0   \n",
+       "\n",
+       "    yellowing_of_eyes  yellowish_skin            prognosis  symptoms  \n",
+       "13                  0               1  Alcoholic hepatitis         6  \n",
+       "\n",
+       "[1 rows x 136 columns]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "col = new_data.columns\n",
+    "new_data[\"symptoms\"] = new_data[col].sum(axis=1)\n",
+    "new_data.sample()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(306, 136)"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "new_data.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'AIDS': 0, 'Acne': 1, 'Alcoholic hepatitis': 2, 'Allergy': 3, 'Arthritis': 4, 'Bronchial Asthma': 5, 'Cervical spondylosis': 6, 'Chicken pox': 7, 'Chronic cholestasis': 8, 'Common Cold': 9, 'Covid': 10, 'Dengue': 11, 'Diabetes ': 12, 'Dimorphic hemorrhoids(piles)': 13, 'Drug Reaction': 14, 'Fungal infection': 15, 'GERD': 16, 'Gastroenteritis': 17, 'Heart attack': 18, 'Hepatitis A': 19, 'Hepatitis B': 20, 'Hepatitis C': 21, 'Hepatitis D': 22, 'Hepatitis E': 23, 'Hypertension ': 24, 'Hyperthyroidism': 25, 'Hypoglycemia': 26, 'Hypothyroidism': 27, 'Impetigo': 28, 'Jaundice': 29, 'Malaria': 30, 'Migraine': 31, 'Osteoarthritis': 32, 'Paralysis (brain hemorrhage)': 33, 'Paroxysmal Positional Vertigo': 34, 'Peptic ulcer disease': 35, 'Pneumonia': 36, 'Psoriasis': 37, 'Tuberculosis': 38, 'Typhoid': 39, 'Urinary tract infection': 40, 'Varicose veins': 41}\n"
+     ]
+    }
+   ],
+   "source": [
+    "num=[i for i in range(len(dis))]\n",
+    "dic=dict(zip(dis,num))\n",
+    "print(dic)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>abdominal_pain</th>\n",
+       "      <th>abnormal_menstruation</th>\n",
+       "      <th>acidity</th>\n",
+       "      <th>acute_liver_failure</th>\n",
+       "      <th>altered_sensorium</th>\n",
+       "      <th>anxiety</th>\n",
+       "      <th>back_pain</th>\n",
+       "      <th>belly_pain</th>\n",
+       "      <th>blackheads</th>\n",
+       "      <th>bladder_discomfort</th>\n",
+       "      <th>...</th>\n",
+       "      <th>weakness_in_limbs</th>\n",
+       "      <th>weakness_of_one_body_side</th>\n",
+       "      <th>weight_gain</th>\n",
+       "      <th>weight_loss</th>\n",
+       "      <th>yellow_crust_ooze</th>\n",
+       "      <th>yellow_urine</th>\n",
+       "      <th>yellowing_of_eyes</th>\n",
+       "      <th>yellowish_skin</th>\n",
+       "      <th>prognosis</th>\n",
+       "      <th>symptoms</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0</td>\n",
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+       "      <td>...</td>\n",
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+       "      <td>0</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0</td>\n",
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+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
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+       "      <td>0</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>3 rows × 136 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   abdominal_pain  abnormal_menstruation  acidity  acute_liver_failure  \\\n",
+       "0               0                      0        0                    0   \n",
+       "1               0                      0        0                    0   \n",
+       "2               0                      0        0                    0   \n",
+       "\n",
+       "   altered_sensorium  anxiety  back_pain  belly_pain  blackheads  \\\n",
+       "0                  0        0          0           0           0   \n",
+       "1                  0        0          0           0           0   \n",
+       "2                  0        0          0           0           0   \n",
+       "\n",
+       "   bladder_discomfort  ...  weakness_in_limbs  weakness_of_one_body_side  \\\n",
+       "0                   0  ...                  0                          0   \n",
+       "1                   0  ...                  0                          0   \n",
+       "2                   0  ...                  0                          0   \n",
+       "\n",
+       "   weight_gain  weight_loss  yellow_crust_ooze  yellow_urine  \\\n",
+       "0            0            0                  0             0   \n",
+       "1            0            0                  0             0   \n",
+       "2            0            0                  0             0   \n",
+       "\n",
+       "   yellowing_of_eyes  yellowish_skin  prognosis  symptoms  \n",
+       "0                  0               0          0         4  \n",
+       "1                  0               0          0         3  \n",
+       "2                  0               0          0         3  \n",
+       "\n",
+       "[3 rows x 136 columns]"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "new_data.replace({'prognosis':dic}, inplace=True)\n",
+    "test.replace({'prognosis':dic}, inplace=True)\n",
+    "new_data.head(3)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import seaborn as sns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "X=new_data.drop(columns=\"prognosis\")\n",
+    "y=new_data.prognosis"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.model_selection import train_test_split"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "X_train, X_test , y_train, y_test = X, test.drop(\"prognosis\", axis=1), y, test.prognosis"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import plotly.graph_objects as go"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
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+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
+          ],
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "font": {
+           "family": "Franklin Gothic",
+           "size": 12
+          }
+         }
+        },
+        "title": {
+         "text": "Types of Disease"
+        },
+        "width": 900
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "temp=dict(layout=go.Layout(font=dict(family=\"Franklin Gothic\", size=12)))\n",
+    "disease_count = new_data[\"prognosis\"].value_counts().reset_index()\n",
+    "fig = go.Figure()\n",
+    "fig.add_trace(go.Bar(\n",
+    "    y=disease_count[\"index\"],\n",
+    "    x=disease_count[\"prognosis\"],\n",
+    "    orientation='h'\n",
+    "))\n",
+    "\n",
+    "fig.update_layout( template=temp, title=\"Types of Disease\", height=1000, width=900)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.metrics import confusion_matrix\n",
+    "from sklearn.metrics import classification_report\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.ensemble import RandomForestClassifier\n",
+    "model = RandomForestClassifier(n_estimators=100)\n",
+    "model.fit(X_train, y_train)\n",
+    "y_pred = model.predict(X_test)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(42, 135)"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "X_test.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot: >"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "conf_matrix = confusion_matrix(y_test,y_pred) \n",
+    "df_conf = pd.DataFrame(conf_matrix)\n",
+    "sns.heatmap(df_conf)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Classification Report:\n",
+      "               precision    recall  f1-score   support\n",
+      "\n",
+      "           0       1.00      1.00      1.00         1\n",
+      "           1       1.00      1.00      1.00         1\n",
+      "           2       1.00      1.00      1.00         1\n",
+      "           3       1.00      1.00      1.00         1\n",
+      "           4       1.00      1.00      1.00         1\n",
+      "           5       1.00      1.00      1.00         1\n",
+      "           6       1.00      1.00      1.00         1\n",
+      "           7       1.00      1.00      1.00         1\n",
+      "           8       1.00      1.00      1.00         1\n",
+      "           9       1.00      1.00      1.00         1\n",
+      "          10       1.00      1.00      1.00         1\n",
+      "          11       1.00      1.00      1.00         1\n",
+      "          12       1.00      1.00      1.00         1\n",
+      "          13       1.00      1.00      1.00         1\n",
+      "          14       1.00      1.00      1.00         1\n",
+      "          15       1.00      1.00      1.00         1\n",
+      "          16       1.00      1.00      1.00         1\n",
+      "          17       1.00      1.00      1.00         1\n",
+      "          18       1.00      1.00      1.00         1\n",
+      "          19       1.00      1.00      1.00         1\n",
+      "          20       1.00      1.00      1.00         1\n",
+      "          21       1.00      1.00      1.00         1\n",
+      "          22       1.00      1.00      1.00         1\n",
+      "          23       1.00      1.00      1.00         1\n",
+      "          24       1.00      1.00      1.00         1\n",
+      "          25       1.00      1.00      1.00         1\n",
+      "          26       1.00      1.00      1.00         1\n",
+      "          27       1.00      1.00      1.00         1\n",
+      "          28       1.00      1.00      1.00         1\n",
+      "          29       1.00      1.00      1.00         1\n",
+      "          30       1.00      1.00      1.00         1\n",
+      "          31       1.00      1.00      1.00         1\n",
+      "          32       1.00      1.00      1.00         1\n",
+      "          33       1.00      1.00      1.00         1\n",
+      "          34       1.00      1.00      1.00         1\n",
+      "          35       1.00      1.00      1.00         1\n",
+      "          36       1.00      1.00      1.00         1\n",
+      "          37       1.00      1.00      1.00         1\n",
+      "          38       1.00      1.00      1.00         1\n",
+      "          39       1.00      1.00      1.00         1\n",
+      "          40       1.00      1.00      1.00         1\n",
+      "          41       1.00      1.00      1.00         1\n",
+      "\n",
+      "    accuracy                           1.00        42\n",
+      "   macro avg       1.00      1.00      1.00        42\n",
+      "weighted avg       1.00      1.00      1.00        42\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\"Classification Report:\\n\",classification_report(y_test, y_pred))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "x = np.random.randint(0,2,135)\n",
+    "x[-1]=6\n",
+    "disease = model.predict([x])\n",
+    "y[disease[0]]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def showdis(i):\n",
+    "    for key,val in dic.items():\n",
+    "        if val==i:\n",
+    "            print(key)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Acne\n"
+     ]
+    }
+   ],
+   "source": [
+    "showdis(y[disease[0]])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['model.joblib']"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from joblib import dump\n",
+    "dump(model, \"model.joblib\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['disease.joblib']"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from joblib import dump\n",
+    "dump(dic, \"disease.joblib\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.7"
+  },
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "d5cc8f536c771a0358b4576103dc0345879617bfdfc7539962347f0c8b6f9905"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

disease.joblib ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:5c15d38410f26876702cd444e43e4119477424161fba293649f4a2872dad61ae
+size 759

files/Testing.csv ADDED Viewed

	@@ -0,0 +1,43 @@

+,abdominal_pain,abnormal_menstruation,acidity,acute_liver_failure,altered_sensorium,anxiety,back_pain,belly_pain,blackheads,bladder_discomfort,blister,blood_in_sputum,bloody_stool,blurred_and_distorted_vision,breathlessness,brittle_nails,bruising,burning_micturition,chest_pain,chills,cold_hands_and_feet,coma,congestion,constipation,continuous_feel_of_urine,continuous_sneezing,cough,cramps,dark_urine,dehydration,depression,diarrhoea,dyschromic_patches,distention_of_abdomen,dizziness,drying_and_tingling_lips,enlarged_thyroid,excessive_hunger,extra_marital_contacts,family_history,fast_heart_rate,fatigue,fluid_overload,fluid_overload.1,foul_smell_of urine,headache,high_fever,hip_joint_pain,history_of_alcohol_consumption,increased_appetite,indigestion,inflammatory_nails,internal_itching,irregular_sugar_level,irritability,irritation_in_anus,itching,joint_pain,knee_pain,lack_of_concentration,lethargy,loss_of_appetite,loss_of_balance,loss_of_smell,loss_of_taste,malaise,mild_fever,mood_swings,movement_stiffness,mucoid_sputum,muscle_pain,muscle_wasting,muscle_weakness,nausea,neck_pain,nodal_skin_eruptions,obesity,pain_behind_the_eyes,pain_during_bowel_movements,pain_in_anal_region,painful_walking,palpitations,passage_of_gases,patches_in_throat,phlegm,polyuria,prominent_veins_on_calf,puffy_face_and_eyes,pus_filled_pimples,receiving_blood_transfusion,receiving_unsterile_injections,red_sore_around_nose,red_spots_over_body,redness_of_eyes,restlessness,runny_nose,rusty_sputum,scurrying,shivering,silver_like_dusting,sinus_pressure,skin_peeling,skin_rash,slurred_speech,small_dents_in_nails,spinning_movements,spotting_urination,stiff_neck,stomach_bleeding,stomach_pain,sunken_eyes,sweating,swelled_lymph_nodes,swelling_joints,swelling_of_stomach,swollen_blood_vessels,swollen_extremities,swollen_legs,throat_irritation,tiredness,toxic_look_(typhus),ulcers_on_tongue,unsteadiness,visual_disturbances,vomiting,watering_from_eyes,weakness_in_limbs,weakness_of_one_body_side,weight_gain,weight_loss,yellow_crust_ooze,yellow_urine,yellowing_of_eyes,yellowish_skin,prognosis,symptoms
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,AIDS,4
+1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Acne,4
+2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,Alcoholic hepatitis,7
+3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,Allergy,4
+4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Arthritis,5
+5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Bronchial Asthma,6
+6,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,Cervical spondylosis,5
+7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox,11
+8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Chronic cholestasis,7
+9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Common Cold,17
+10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Covid,4
+11,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Dengue,14
+12,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Diabetes ,10
+13,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Dimorphic hemorrhoids(piles),5
+14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Drug Reaction,5
+15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Fungal infection,4
+16,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,GERD,6
+17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Gastroenteritis,4
+18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Heart attack,4
+19,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis A,11
+20,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,Hepatitis B,12
+21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis C,6
+22,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis D,9
+23,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis E,13
+24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Hypertension ,5
+25,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Hyperthyroidism,11
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+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Acne
+0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Acne
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,Alcoholic hepatitis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,Alcoholic hepatitis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,Alcoholic hepatitis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,Alcoholic hepatitis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,Alcoholic hepatitis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,Alcoholic hepatitis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Alcoholic hepatitis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,Alcoholic hepatitis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,Allergy
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,Allergy
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Allergy
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,Allergy
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,Allergy
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Arthritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Arthritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Arthritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Arthritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Arthritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Arthritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Bronchial Asthma
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Bronchial Asthma
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Bronchial Asthma
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Bronchial Asthma
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Bronchial Asthma
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Bronchial Asthma
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Bronchial Asthma
+0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,Cervical spondylosis
+0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,Cervical spondylosis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,Cervical spondylosis
+0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Cervical spondylosis
+0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,Cervical spondylosis
+0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,Cervical spondylosis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Chicken pox
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Chronic cholestasis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,Chronic cholestasis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,Chronic cholestasis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Chronic cholestasis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Chronic cholestasis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Chronic cholestasis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Chronic cholestasis
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Chronic cholestasis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Common Cold
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Common Cold
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+0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Diabetes
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Diabetes
+0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Diabetes
+0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Dimorphic hemorrhoids(piles)
+0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Dimorphic hemorrhoids(piles)
+0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Dimorphic hemorrhoids(piles)
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Dimorphic hemorrhoids(piles)
+0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Dimorphic hemorrhoids(piles)
+0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Dimorphic hemorrhoids(piles)
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Drug Reaction
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Drug Reaction
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Drug Reaction
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Drug Reaction
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Drug Reaction
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Drug Reaction
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Fungal infection
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Fungal infection
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Fungal infection
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Fungal infection
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Fungal infection
+0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,GERD
+0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,GERD
+0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,GERD
+0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,GERD
+0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,GERD
+0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,GERD
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,GERD
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Gastroenteritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Gastroenteritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Gastroenteritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Gastroenteritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Gastroenteritis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Heart attack
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Heart attack
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Heart attack
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Heart attack
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Heart attack
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis A
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis A
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis A
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis A
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis A
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,Hepatitis A
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis A
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis A
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis A
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,Hepatitis B
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis B
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,Hepatitis B
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,Hepatitis B
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,Hepatitis B
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,Hepatitis B
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,Hepatitis B
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,Hepatitis B
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,Hepatitis B
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis C
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis C
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis C
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,Hepatitis C
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis C
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis C
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,Hepatitis C
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,Hepatitis D
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis D
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis D
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis D
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis D
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis D
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis D
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis D
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis D
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,Hepatitis D
+1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis E
+1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis E
+1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,Hepatitis E
+1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis E
+1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis E
+1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis E
+1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis E
+1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,Hepatitis E
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,Hepatitis E
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Hypertension
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Hypertension
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Hypertension
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Hypertension
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Hypertension
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Hypertension
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Hyperthyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Hyperthyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Hyperthyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Hyperthyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Hyperthyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Hyperthyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Hyperthyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Hyperthyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,Hyperthyroidism
+0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Hypoglycemia
+0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Hypoglycemia
+0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Hypoglycemia
+0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Hypoglycemia
+0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Hypoglycemia
+0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Hypoglycemia
+0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Hypoglycemia
+0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Hypoglycemia
+0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Hypoglycemia
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,Hypothyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,Hypothyroidism
+0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,Hypothyroidism
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+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,Paroxysmal Positional Vertigo
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,Paroxysmal Positional Vertigo
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,Paroxysmal Positional Vertigo
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,Paroxysmal Positional Vertigo
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,Paroxysmal Positional Vertigo
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Peptic ulcer disease
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Peptic ulcer disease
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Peptic ulcer disease
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Peptic ulcer disease
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Peptic ulcer disease
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Peptic ulcer disease
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Peptic ulcer disease
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Pneumonia
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Pneumonia
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Pneumonia
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Pneumonia
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Pneumonia
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Pneumonia
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Pneumonia
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Pneumonia
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Pneumonia
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Psoriasis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Psoriasis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Psoriasis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Psoriasis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Psoriasis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Psoriasis
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Psoriasis
+0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,Tuberculosis
+0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,Tuberculosis
+0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,Tuberculosis
+0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,Tuberculosis
+0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,Tuberculosis
+0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,Tuberculosis
+0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,Tuberculosis
+0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,Tuberculosis
+0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,Tuberculosis
+1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,Typhoid
+0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,Typhoid
+1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,Typhoid
+1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,Typhoid
+1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,Typhoid
+1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,Typhoid
+1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,Typhoid
+1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,Typhoid
+1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,Typhoid
+0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Urinary tract infection
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Urinary tract infection
+0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Urinary tract infection
+0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Urinary tract infection
+0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Urinary tract infection
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Varicose veins
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Varicose veins
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Varicose veins
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Varicose veins
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Varicose veins
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Varicose veins
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Varicose veins
+0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,Varicose veins

files/dataset.csv ADDED Viewed

	@@ -0,0 +1,314 @@

+Disease,Symptom_0,Symptom_1,Symptom_2,Symptom_3,Symptom_4,Symptom_5,Symptom_6,Symptom_7,Symptom_8,Symptom_9,Symptom_10,Symptom_11,Symptom_12,Symptom_13,Symptom_14,Symptom_15,Symptom_16
+AIDS, muscle_wasting, patches_in_throat, high_fever, extra_marital_contacts,null,null,null,null,null,null,null,null,null,null,null,null,null
+AIDS, patches_in_throat, high_fever, extra_marital_contacts,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+AIDS, muscle_wasting, high_fever, extra_marital_contacts,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+AIDS, muscle_wasting, patches_in_throat, extra_marital_contacts,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+AIDS, muscle_wasting, patches_in_throat, high_fever,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Acne, skin_rash, pus_filled_pimples, blackheads, scurrying,null,null,null,null,null,null,null,null,null,null,null,null,null
+Acne, pus_filled_pimples, blackheads, scurrying,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Acne, skin_rash, blackheads, scurrying,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Acne, skin_rash, pus_filled_pimples, scurrying,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Acne, skin_rash, pus_filled_pimples, blackheads,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Alcoholic hepatitis, vomiting, yellowish_skin, swelling_of_stomach, distention_of_abdomen, history_of_alcohol_consumption, fluid_overload,null,null,null,null,null,null,null,null,null,null,null
+Alcoholic hepatitis, yellowish_skin, abdominal_pain, swelling_of_stomach, distention_of_abdomen, history_of_alcohol_consumption, fluid_overload,null,null,null,null,null,null,null,null,null,null,null
+Alcoholic hepatitis, vomiting, yellowish_skin, abdominal_pain, swelling_of_stomach, distention_of_abdomen, history_of_alcohol_consumption,null,null,null,null,null,null,null,null,null,null,null
+Alcoholic hepatitis, vomiting, yellowish_skin, abdominal_pain, swelling_of_stomach, distention_of_abdomen, fluid_overload,null,null,null,null,null,null,null,null,null,null,null
+Alcoholic hepatitis, vomiting, yellowish_skin, abdominal_pain, swelling_of_stomach, history_of_alcohol_consumption, fluid_overload,null,null,null,null,null,null,null,null,null,null,null
+Alcoholic hepatitis, vomiting, yellowish_skin, abdominal_pain, distention_of_abdomen, history_of_alcohol_consumption, fluid_overload,null,null,null,null,null,null,null,null,null,null,null
+Alcoholic hepatitis, vomiting, abdominal_pain, swelling_of_stomach, distention_of_abdomen, history_of_alcohol_consumption, fluid_overload,null,null,null,null,null,null,null,null,null,null,null
+Alcoholic hepatitis, vomiting, yellowish_skin, abdominal_pain, swelling_of_stomach, distention_of_abdomen, history_of_alcohol_consumption, fluid_overload,null,null,null,null,null,null,null,null,null,null
+Allergy, shivering, chills, watering_from_eyes,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Allergy, continuous_sneezing, shivering, watering_from_eyes,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Allergy, continuous_sneezing, shivering, chills,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Allergy, continuous_sneezing, shivering, chills,watering_from_eyes,null,null,null,null,null,null,null,null,null,null,null,null,null
+Allergy, continuous_sneezing, chills, watering_from_eyes,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Arthritis, muscle_weakness, stiff_neck, swelling_joints, movement_stiffness, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null
+Arthritis, stiff_neck, swelling_joints, movement_stiffness, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null,null
+Arthritis, muscle_weakness, swelling_joints, movement_stiffness, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null,null
+Arthritis, muscle_weakness, stiff_neck, movement_stiffness, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null,null
+Arthritis, muscle_weakness, stiff_neck, swelling_joints, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null,null
+Arthritis, muscle_weakness, stiff_neck, swelling_joints, movement_stiffness,null,null,null,null,null,null,null,null,null,null,null,null,null
+Bronchial Asthma, fatigue, cough, high_fever, breathlessness, family_history, mucoid_sputum,null,null,null,null,null,null,null,null,null,null,null
+Bronchial Asthma, fatigue, cough, breathlessness, family_history, mucoid_sputum,null,null,null,null,null,null,null,null,null,null,null,null
+Bronchial Asthma, fatigue, cough, high_fever, family_history, mucoid_sputum,null,null,null,null,null,null,null,null,null,null,null,null
+Bronchial Asthma, fatigue, cough, high_fever, breathlessness, mucoid_sputum,null,null,null,null,null,null,null,null,null,null,null,null
+Bronchial Asthma, fatigue, cough, high_fever, breathlessness, family_history,null,null,null,null,null,null,null,null,null,null,null,null
+Bronchial Asthma, cough, high_fever, breathlessness, family_history, mucoid_sputum,null,null,null,null,null,null,null,null,null,null,null,null
+Bronchial Asthma, fatigue, high_fever, breathlessness, family_history, mucoid_sputum,null,null,null,null,null,null,null,null,null,null,null,null
+Cervical spondylosis, back_pain, weakness_in_limbs, neck_pain, dizziness, loss_of_balance,null,null,null,null,null,null,null,null,null,null,null,null
+Cervical spondylosis, weakness_in_limbs, neck_pain, dizziness, loss_of_balance,null,null,null,null,null,null,null,null,null,null,null,null,null
+Cervical spondylosis, back_pain, neck_pain, dizziness, loss_of_balance,null,null,null,null,null,null,null,null,null,null,null,null,null
+Cervical spondylosis, back_pain, weakness_in_limbs, dizziness, loss_of_balance,null,null,null,null,null,null,null,null,null,null,null,null,null
+Cervical spondylosis, back_pain, weakness_in_limbs, neck_pain, dizziness,null,null,null,null,null,null,null,null,null,null,null,null,null
+Cervical spondylosis, back_pain, weakness_in_limbs, neck_pain, loss_of_balance,null,null,null,null,null,null,null,null,null,null,null,null,null
+Chicken pox,itching, skin_rash, fatigue, lethargy, high_fever, headache, loss_of_appetite, mild_fever, swelled_lymph_nodes, malaise, red_spots_over_body,null,null,null,null,null,null
+Chicken pox,itching, skin_rash, fatigue, lethargy, headache, loss_of_appetite, mild_fever, swelled_lymph_nodes, malaise, red_spots_over_body,null,null,null,null,null,null,null
+Chicken pox,itching, skin_rash, fatigue, lethargy, high_fever, loss_of_appetite, mild_fever, swelled_lymph_nodes, malaise, red_spots_over_body,null,null,null,null,null,null,null
+Chicken pox,itching, skin_rash, fatigue, lethargy, high_fever, headache, mild_fever, swelled_lymph_nodes, malaise, red_spots_over_body,null,null,null,null,null,null,null
+Chicken pox,itching, skin_rash, fatigue, lethargy, high_fever, headache, loss_of_appetite, mild_fever, malaise, red_spots_over_body,null,null,null,null,null,null,null
+Chicken pox, skin_rash, fatigue, lethargy, high_fever, headache, loss_of_appetite, mild_fever, swelled_lymph_nodes, malaise, red_spots_over_body,null,null,null,null,null,null,null
+Chicken pox,itching, skin_rash, fatigue, lethargy, high_fever, headache, loss_of_appetite, swelled_lymph_nodes, malaise, red_spots_over_body,null,null,null,null,null,null,null
+Chicken pox,itching, fatigue, lethargy, high_fever, headache, loss_of_appetite, mild_fever, swelled_lymph_nodes, malaise, red_spots_over_body,null,null,null,null,null,null,null
+Chicken pox,itching, skin_rash, lethargy, high_fever, headache, loss_of_appetite, mild_fever, swelled_lymph_nodes, malaise, red_spots_over_body,null,null,null,null,null,null,null
+Chicken pox,itching, skin_rash, fatigue, high_fever, headache, loss_of_appetite, mild_fever, swelled_lymph_nodes, malaise, red_spots_over_body,null,null,null,null,null,null,null
+Chronic cholestasis, vomiting, yellowish_skin, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null,null,null
+Chronic cholestasis,itching, vomiting, yellowish_skin, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null,null,null
+Chronic cholestasis,itching, vomiting, yellowish_skin, nausea, loss_of_appetite, yellowing_of_eyes,null,null,null,null,null,null,null,null,null,null,null
+Chronic cholestasis,itching, vomiting, yellowish_skin, nausea, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null,null,null
+Chronic cholestasis,itching, vomiting, yellowish_skin, nausea, loss_of_appetite, abdominal_pain,null,null,null,null,null,null,null,null,null,null,null
+Chronic cholestasis,itching, vomiting, yellowish_skin, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null,null
+Chronic cholestasis,itching, vomiting, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null,null,null
+Chronic cholestasis,itching, yellowish_skin, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null,null,null
+Common Cold, continuous_sneezing, chills, fatigue, cough, high_fever, swelled_lymph_nodes, malaise, phlegm, throat_irritation, redness_of_eyes, sinus_pressure, runny_nose, congestion, chest_pain, loss_of_smell, muscle_pain,null
+Common Cold, continuous_sneezing, fatigue, cough, high_fever, headache, swelled_lymph_nodes, malaise, phlegm, throat_irritation, redness_of_eyes, sinus_pressure, runny_nose, congestion, chest_pain, loss_of_smell, muscle_pain,null
+Common Cold, continuous_sneezing, chills, fatigue, cough, high_fever, headache, swelled_lymph_nodes, malaise, phlegm, throat_irritation, redness_of_eyes, sinus_pressure, runny_nose, congestion, chest_pain, loss_of_smell, muscle_pain
+Common Cold, continuous_sneezing, chills, fatigue, cough, headache, swelled_lymph_nodes, malaise, phlegm, throat_irritation, redness_of_eyes, sinus_pressure, runny_nose, congestion, chest_pain, loss_of_smell, muscle_pain,null
+Common Cold, continuous_sneezing, chills, fatigue, cough, high_fever, headache, malaise, phlegm, throat_irritation, redness_of_eyes, sinus_pressure, runny_nose, congestion, chest_pain, loss_of_smell, muscle_pain,null
+Common Cold, continuous_sneezing, chills, fatigue, cough, high_fever, headache, swelled_lymph_nodes, phlegm, throat_irritation, redness_of_eyes, sinus_pressure, runny_nose, congestion, chest_pain, loss_of_smell, muscle_pain,null
+Common Cold, chills, fatigue, cough, high_fever, headache, swelled_lymph_nodes, malaise, phlegm, throat_irritation, redness_of_eyes, sinus_pressure, runny_nose, congestion, chest_pain, loss_of_smell, muscle_pain,null
+Common Cold, continuous_sneezing, chills, cough, high_fever, headache, swelled_lymph_nodes, malaise, phlegm, throat_irritation, redness_of_eyes, sinus_pressure, runny_nose, congestion, chest_pain, loss_of_smell, muscle_pain,null
+Common Cold, continuous_sneezing, chills, fatigue, high_fever, headache, swelled_lymph_nodes, malaise, phlegm, throat_irritation, redness_of_eyes, sinus_pressure, runny_nose, congestion, chest_pain, loss_of_smell, muscle_pain,null
+Covid,tiredness, high_fever, loss_of_taste,cough,null,null,null,null,null,null,null,null,null,null,null,null,null
+Covid, high_fever, loss_of_taste, cough, tiredness,null,null,null,null,null,null,null,null,null,null,null,null,null
+Covid,cough, high_fever, tiredness, loss_of_taste,null,null,null,null,null,null,null,null,null,null,null,null,null
+Covid,loss_of_taste, tiredness, high_fever, cough,null,null,null,null,null,null,null,null,null,null,null,null,null
+Covid, high_fever, cough, tiredness, loss_of_taste,null,null,null,null,null,null,null,null,null,null,null,null,null
+Covid,tiredness, loss_of_smell, high_fever,cough,null,null,null,null,null,null,null,null,null,null,null,null,null
+Covid,loss_of_smell, tiredness, high_fever,cough,null,null,null,null,null,null,null,null,null,null,null,null,null
+Covid,loss_of_taste, cough, tiredness,high_fever,null,null,null,null,null,null,null,null,null,null,null,null,null
+Covid, high_fever, tiredness, cough, loss_of_taste,null,null,null,null,null,null,null,null,null,null,null,null,null
+Dengue, skin_rash, chills, joint_pain, vomiting, fatigue, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, malaise, muscle_pain, red_spots_over_body,null,null,null,null
+Dengue, skin_rash, chills, joint_pain, fatigue, high_fever, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, malaise, muscle_pain, red_spots_over_body,null,null,null,null
+Dengue, skin_rash, chills, joint_pain, vomiting, high_fever, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, malaise, muscle_pain, red_spots_over_body,null,null,null,null
+Dengue, skin_rash, chills, joint_pain, vomiting, fatigue, high_fever, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, malaise, red_spots_over_body,null,null,null,null
+Dengue, skin_rash, chills, joint_pain, vomiting, fatigue, high_fever, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, muscle_pain, red_spots_over_body,null,null,null,null
+Dengue, skin_rash, chills, joint_pain, vomiting, fatigue, high_fever, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, malaise, muscle_pain, red_spots_over_body,null,null,null
+Dengue, chills, joint_pain, vomiting, fatigue, high_fever, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, malaise, muscle_pain, red_spots_over_body,null,null,null,null
+Dengue, skin_rash, joint_pain, vomiting, fatigue, high_fever, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, malaise, muscle_pain, red_spots_over_body,null,null,null,null
+Dengue, skin_rash, chills, vomiting, fatigue, high_fever, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, malaise, muscle_pain, red_spots_over_body,null,null,null,null
+Dengue, skin_rash, chills, joint_pain, vomiting, fatigue, high_fever, headache, nausea, loss_of_appetite, pain_behind_the_eyes, back_pain, malaise, muscle_pain,null,null,null,null
+Diabetes , fatigue, weight_loss, restlessness, lethargy, irregular_sugar_level, blurred_and_distorted_vision, obesity, increased_appetite, polyuria,null,null,null,null,null,null,null,null
+Diabetes , weight_loss, restlessness, lethargy, irregular_sugar_level, blurred_and_distorted_vision, obesity, excessive_hunger, increased_appetite, polyuria,null,null,null,null,null,null,null,null
+Diabetes , fatigue, weight_loss, restlessness, lethargy, irregular_sugar_level, blurred_and_distorted_vision, obesity, excessive_hunger, increased_appetite, polyuria,null,null,null,null,null,null,null
+Diabetes , fatigue, weight_loss, restlessness, lethargy, irregular_sugar_level, obesity, excessive_hunger, increased_appetite, polyuria,null,null,null,null,null,null,null,null
+Diabetes , fatigue, weight_loss, restlessness, lethargy, irregular_sugar_level, blurred_and_distorted_vision, excessive_hunger, increased_appetite, polyuria,null,null,null,null,null,null,null,null
+Diabetes , fatigue, weight_loss, restlessness, irregular_sugar_level, blurred_and_distorted_vision, obesity, excessive_hunger, increased_appetite, polyuria,null,null,null,null,null,null,null,null
+Diabetes , fatigue, weight_loss, lethargy, irregular_sugar_level, blurred_and_distorted_vision, obesity, excessive_hunger, increased_appetite, polyuria,null,null,null,null,null,null,null,null
+Diabetes , fatigue, restlessness, lethargy, irregular_sugar_level, blurred_and_distorted_vision, obesity, excessive_hunger, increased_appetite, polyuria,null,null,null,null,null,null,null,null
+Diabetes , fatigue, weight_loss, restlessness, lethargy, blurred_and_distorted_vision, obesity, excessive_hunger, increased_appetite, polyuria,null,null,null,null,null,null,null,null
+Dimorphic hemorrhoids(piles), constipation, pain_during_bowel_movements, pain_in_anal_region, irritation_in_anus,null,null,null,null,null,null,null,null,null,null,null,null,null
+Dimorphic hemorrhoids(piles), constipation, pain_during_bowel_movements, pain_in_anal_region, bloody_stool, irritation_in_anus,null,null,null,null,null,null,null,null,null,null,null,null
+Dimorphic hemorrhoids(piles), constipation, pain_during_bowel_movements, bloody_stool, irritation_in_anus,null,null,null,null,null,null,null,null,null,null,null,null,null
+Dimorphic hemorrhoids(piles), pain_during_bowel_movements, pain_in_anal_region, bloody_stool, irritation_in_anus,null,null,null,null,null,null,null,null,null,null,null,null,null
+Dimorphic hemorrhoids(piles), constipation, pain_during_bowel_movements, pain_in_anal_region, bloody_stool,null,null,null,null,null,null,null,null,null,null,null,null,null
+Dimorphic hemorrhoids(piles), constipation, pain_in_anal_region, bloody_stool, irritation_in_anus,null,null,null,null,null,null,null,null,null,null,null,null,null
+Drug Reaction, skin_rash, stomach_pain, burning_micturition, spotting_urination,null,null,null,null,null,null,null,null,null,null,null,null,null
+Drug Reaction,itching, skin_rash, stomach_pain, burning_micturition,null,null,null,null,null,null,null,null,null,null,null,null,null
+Drug Reaction,itching, skin_rash, stomach_pain, spotting_urination,null,null,null,null,null,null,null,null,null,null,null,null,null
+Drug Reaction,itching, skin_rash, burning_micturition, spotting_urination,null,null,null,null,null,null,null,null,null,null,null,null,null
+Drug Reaction,itching, stomach_pain, burning_micturition, spotting_urination,null,null,null,null,null,null,null,null,null,null,null,null,null
+Drug Reaction,itching, skin_rash, stomach_pain, burning_micturition, spotting_urination,null,null,null,null,null,null,null,null,null,null,null,null
+Fungal infection,itching, skin_rash, nodal_skin_eruptions,dyschromic_patches,null,null,null,null,null,null,null,null,null,null,null,null,null
+Fungal infection,itching, skin_rash, dyschromic_patches,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Fungal infection, skin_rash, nodal_skin_eruptions, dyschromic_patches,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Fungal infection,itching, nodal_skin_eruptions, dyschromic_patches,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Fungal infection,itching, skin_rash, nodal_skin_eruptions,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+GERD, stomach_pain, acidity, vomiting, cough, chest_pain,null,null,null,null,null,null,null,null,null,null,null,null
+GERD, stomach_pain, acidity, ulcers_on_tongue, cough, chest_pain,null,null,null,null,null,null,null,null,null,null,null,null
+GERD, stomach_pain, acidity, ulcers_on_tongue, vomiting, chest_pain,null,null,null,null,null,null,null,null,null,null,null,null
+GERD, stomach_pain, acidity, ulcers_on_tongue, vomiting, cough,null,null,null,null,null,null,null,null,null,null,null,null
+GERD, acidity, ulcers_on_tongue, vomiting, cough, chest_pain,null,null,null,null,null,null,null,null,null,null,null,null
+GERD, stomach_pain, acidity, ulcers_on_tongue, vomiting, cough, chest_pain,null,null,null,null,null,null,null,null,null,null,null
+GERD, stomach_pain, ulcers_on_tongue, vomiting, cough, chest_pain,null,null,null,null,null,null,null,null,null,null,null,null
+Gastroenteritis, vomiting, dehydration, diarrhoea,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Gastroenteritis, vomiting, sunken_eyes, diarrhoea,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Gastroenteritis, vomiting, sunken_eyes, dehydration,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Gastroenteritis, vomiting, sunken_eyes, dehydration, diarrhoea,null,null,null,null,null,null,null,null,null,null,null,null,null
+Gastroenteritis, sunken_eyes, dehydration, diarrhoea,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Heart attack, vomiting, breathlessness, sweating, chest_pain,null,null,null,null,null,null,null,null,null,null,null,null,null
+Heart attack, breathlessness, sweating, chest_pain,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Heart attack, vomiting, breathlessness, sweating,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Heart attack, vomiting, breathlessness, chest_pain,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Heart attack, vomiting, sweating, chest_pain,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Hepatitis A, joint_pain, vomiting, yellowish_skin, dark_urine, nausea, abdominal_pain, diarrhoea, mild_fever, yellowing_of_eyes, muscle_pain,null,null,null,null,null,null,null
+Hepatitis A, joint_pain, vomiting, yellowish_skin, dark_urine, loss_of_appetite, abdominal_pain, diarrhoea, mild_fever, yellowing_of_eyes, muscle_pain,null,null,null,null,null,null,null
+Hepatitis A, joint_pain, vomiting, yellowish_skin, nausea, loss_of_appetite, abdominal_pain, diarrhoea, mild_fever, yellowing_of_eyes, muscle_pain,null,null,null,null,null,null,null
+Hepatitis A, joint_pain, vomiting, dark_urine, nausea, loss_of_appetite, abdominal_pain, diarrhoea, mild_fever, yellowing_of_eyes, muscle_pain,null,null,null,null,null,null,null
+Hepatitis A, joint_pain, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, diarrhoea, mild_fever, yellowing_of_eyes, muscle_pain,null,null,null,null,null,null,null
+Hepatitis A, vomiting, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, diarrhoea, mild_fever, yellowing_of_eyes, muscle_pain,null,null,null,null,null,null,null
+Hepatitis A, joint_pain, vomiting, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, diarrhoea, mild_fever, yellowing_of_eyes, muscle_pain,null,null,null,null,null,null
+Hepatitis A, joint_pain, vomiting, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, mild_fever, yellowing_of_eyes, muscle_pain,null,null,null,null,null,null,null
+Hepatitis A, joint_pain, vomiting, yellowish_skin, dark_urine, nausea, loss_of_appetite, diarrhoea, mild_fever, yellowing_of_eyes, muscle_pain,null,null,null,null,null,null,null
+Hepatitis B,itching, fatigue, yellowish_skin, dark_urine, loss_of_appetite, abdominal_pain, yellow_urine, yellowing_of_eyes, malaise, receiving_blood_transfusion, receiving_unsterile_injections,null,null,null,null,null,null
+Hepatitis B,itching, fatigue, lethargy, dark_urine, loss_of_appetite, abdominal_pain, yellow_urine, yellowing_of_eyes, malaise, receiving_blood_transfusion, receiving_unsterile_injections,null,null,null,null,null,null
+Hepatitis B,itching, fatigue, lethargy, yellowish_skin, loss_of_appetite, abdominal_pain, yellow_urine, yellowing_of_eyes, malaise, receiving_blood_transfusion, receiving_unsterile_injections,null,null,null,null,null,null
+Hepatitis B,itching, fatigue, lethargy, yellowish_skin, dark_urine, abdominal_pain, yellow_urine, yellowing_of_eyes, malaise, receiving_blood_transfusion, receiving_unsterile_injections,null,null,null,null,null,null
+Hepatitis B,itching, fatigue, lethargy, yellowish_skin, dark_urine, loss_of_appetite, yellow_urine, yellowing_of_eyes, malaise, receiving_blood_transfusion, receiving_unsterile_injections,null,null,null,null,null,null
+Hepatitis B,itching, fatigue, lethargy, yellowish_skin, dark_urine, loss_of_appetite, abdominal_pain, yellowing_of_eyes, malaise, receiving_blood_transfusion, receiving_unsterile_injections,null,null,null,null,null,null
+Hepatitis B,itching, fatigue, lethargy, yellowish_skin, dark_urine, loss_of_appetite, abdominal_pain, yellow_urine, yellowing_of_eyes, malaise, receiving_blood_transfusion, receiving_unsterile_injections,null,null,null,null,null
+Hepatitis B,itching, lethargy, yellowish_skin, dark_urine, loss_of_appetite, abdominal_pain, yellow_urine, yellowing_of_eyes, malaise, receiving_blood_transfusion, receiving_unsterile_injections,null,null,null,null,null,null
+Hepatitis B, fatigue, lethargy, yellowish_skin, dark_urine, loss_of_appetite, abdominal_pain, yellow_urine, yellowing_of_eyes, malaise, receiving_blood_transfusion, receiving_unsterile_injections,null,null,null,null,null,null
+Hepatitis C, fatigue, yellowish_skin, loss_of_appetite, yellowing_of_eyes, family_history,null,null,null,null,null,null,null,null,null,null,null,null
+Hepatitis C, fatigue, yellowish_skin, nausea, loss_of_appetite, family_history,null,null,null,null,null,null,null,null,null,null,null,null
+Hepatitis C, fatigue, yellowish_skin, nausea, loss_of_appetite, yellowing_of_eyes, family_history,null,null,null,null,null,null,null,null,null,null,null
+Hepatitis C, yellowish_skin, nausea, loss_of_appetite, yellowing_of_eyes, family_history,null,null,null,null,null,null,null,null,null,null,null,null
+Hepatitis C, fatigue, nausea, loss_of_appetite, yellowing_of_eyes, family_history,null,null,null,null,null,null,null,null,null,null,null,null
+Hepatitis C, fatigue, yellowish_skin, nausea, yellowing_of_eyes, family_history,null,null,null,null,null,null,null,null,null,null,null,null
+Hepatitis C, fatigue, yellowish_skin, nausea, loss_of_appetite, yellowing_of_eyes,null,null,null,null,null,null,null,null,null,null,null,null
+Hepatitis D, joint_pain, vomiting, fatigue, yellowish_skin, dark_urine, nausea, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null
+Hepatitis D, joint_pain, vomiting, fatigue, yellowish_skin, dark_urine, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null
+Hepatitis D, joint_pain, vomiting, fatigue, yellowish_skin, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null
+Hepatitis D, joint_pain, vomiting, fatigue, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null
+Hepatitis D, joint_pain, vomiting, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null
+Hepatitis D, joint_pain, fatigue, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null
+Hepatitis D, vomiting, fatigue, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null,null
+Hepatitis D, joint_pain, vomiting, fatigue, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes,null,null,null,null,null,null,null,null
+Hepatitis D, joint_pain, vomiting, fatigue, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain,null,null,null,null,null,null,null,null,null
+Hepatitis D, joint_pain, vomiting, fatigue, yellowish_skin, dark_urine, nausea, loss_of_appetite, yellowing_of_eyes,null,null,null,null,null,null,null,null,null
+Hepatitis E, joint_pain, vomiting, fatigue, high_fever, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes, coma, stomach_bleeding,null,null,null,null,null
+Hepatitis E, joint_pain, vomiting, fatigue, high_fever, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes, acute_liver_failure, coma, stomach_bleeding,null,null,null,null
+Hepatitis E, joint_pain, fatigue, high_fever, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes, acute_liver_failure, coma, stomach_bleeding,null,null,null,null,null
+Hepatitis E, joint_pain, vomiting, high_fever, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes, acute_liver_failure, coma, stomach_bleeding,null,null,null,null,null
+Hepatitis E, joint_pain, vomiting, fatigue, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes, acute_liver_failure, coma, stomach_bleeding,null,null,null,null,null
+Hepatitis E, joint_pain, vomiting, fatigue, high_fever, yellowish_skin, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes, acute_liver_failure, coma, stomach_bleeding,null,null,null,null,null
+Hepatitis E, joint_pain, vomiting, fatigue, high_fever, yellowish_skin, dark_urine, loss_of_appetite, abdominal_pain, yellowing_of_eyes, acute_liver_failure, coma, stomach_bleeding,null,null,null,null,null
+Hepatitis E, joint_pain, vomiting, fatigue, high_fever, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes, acute_liver_failure, coma, stomach_bleeding,null,null,null,null,null
+Hepatitis E, vomiting, fatigue, high_fever, yellowish_skin, dark_urine, nausea, loss_of_appetite, abdominal_pain, yellowing_of_eyes, acute_liver_failure, coma, stomach_bleeding,null,null,null,null,null
+Hypertension , chest_pain, dizziness, loss_of_balance, lack_of_concentration,null,null,null,null,null,null,null,null,null,null,null,null,null
+Hypertension , headache, chest_pain, dizziness, loss_of_balance, lack_of_concentration,null,null,null,null,null,null,null,null,null,null,null,null
+Hypertension , headache, chest_pain, loss_of_balance, lack_of_concentration,null,null,null,null,null,null,null,null,null,null,null,null,null
+Hypertension , headache, chest_pain, dizziness, lack_of_concentration,null,null,null,null,null,null,null,null,null,null,null,null,null
+Hypertension , headache, chest_pain, dizziness, loss_of_balance,null,null,null,null,null,null,null,null,null,null,null,null,null
+Hypertension , headache, dizziness, loss_of_balance, lack_of_concentration,null,null,null,null,null,null,null,null,null,null,null,null,null
+Hyperthyroidism, fatigue, weight_loss, restlessness, sweating, diarrhoea, fast_heart_rate, excessive_hunger, muscle_weakness, irritability, abnormal_menstruation,null,null,null,null,null,null,null
+Hyperthyroidism, fatigue, mood_swings, restlessness, sweating, diarrhoea, fast_heart_rate, excessive_hunger, muscle_weakness, irritability, abnormal_menstruation,null,null,null,null,null,null,null
+Hyperthyroidism, fatigue, mood_swings, weight_loss, sweating, diarrhoea, fast_heart_rate, excessive_hunger, muscle_weakness, irritability, abnormal_menstruation,null,null,null,null,null,null,null
+Hyperthyroidism, fatigue, mood_swings, weight_loss, restlessness, diarrhoea, fast_heart_rate, excessive_hunger, muscle_weakness, irritability, abnormal_menstruation,null,null,null,null,null,null,null
+Hyperthyroidism, fatigue, mood_swings, weight_loss, restlessness, sweating, fast_heart_rate, excessive_hunger, muscle_weakness, irritability, abnormal_menstruation,null,null,null,null,null,null,null
+Hyperthyroidism, fatigue, mood_swings, weight_loss, restlessness, sweating, diarrhoea, excessive_hunger, muscle_weakness, irritability, abnormal_menstruation,null,null,null,null,null,null,null
+Hyperthyroidism, fatigue, mood_swings, weight_loss, restlessness, sweating, diarrhoea, fast_heart_rate, muscle_weakness, irritability, abnormal_menstruation,null,null,null,null,null,null,null
+Hyperthyroidism, fatigue, mood_swings, weight_loss, restlessness, sweating, diarrhoea, fast_heart_rate, excessive_hunger, muscle_weakness, irritability, abnormal_menstruation,null,null,null,null,null,null
+Hyperthyroidism, mood_swings, weight_loss, restlessness, sweating, diarrhoea, fast_heart_rate, excessive_hunger, muscle_weakness, irritability, abnormal_menstruation,null,null,null,null,null,null,null
+Hypoglycemia, vomiting, fatigue, anxiety, sweating, headache, blurred_and_distorted_vision, excessive_hunger, drying_and_tingling_lips, slurred_speech, irritability, palpitations,null,null,null,null,null,null
+Hypoglycemia, vomiting, fatigue, sweating, headache, nausea, blurred_and_distorted_vision, excessive_hunger, drying_and_tingling_lips, slurred_speech, irritability, palpitations,null,null,null,null,null,null
+Hypoglycemia, vomiting, anxiety, sweating, headache, nausea, blurred_and_distorted_vision, excessive_hunger, drying_and_tingling_lips, slurred_speech, irritability, palpitations,null,null,null,null,null,null
+Hypoglycemia, fatigue, anxiety, sweating, headache, nausea, blurred_and_distorted_vision, excessive_hunger, drying_and_tingling_lips, slurred_speech, irritability, palpitations,null,null,null,null,null,null
+Hypoglycemia, vomiting, fatigue, anxiety, sweating, headache, nausea, blurred_and_distorted_vision, excessive_hunger, drying_and_tingling_lips, slurred_speech, irritability, palpitations,null,null,null,null,null
+Hypoglycemia, vomiting, fatigue, anxiety, sweating, headache, nausea, blurred_and_distorted_vision, excessive_hunger, slurred_speech, irritability, palpitations,null,null,null,null,null,null
+Hypoglycemia, vomiting, fatigue, anxiety, sweating, headache, nausea, excessive_hunger, drying_and_tingling_lips, slurred_speech, irritability, palpitations,null,null,null,null,null,null
+Hypoglycemia, vomiting, fatigue, anxiety, sweating, nausea, blurred_and_distorted_vision, excessive_hunger, drying_and_tingling_lips, slurred_speech, irritability, palpitations,null,null,null,null,null,null
+Hypoglycemia, vomiting, fatigue, anxiety, headache, nausea, blurred_and_distorted_vision, excessive_hunger, drying_and_tingling_lips, slurred_speech, irritability, palpitations,null,null,null,null,null,null
+Hypothyroidism, fatigue, cold_hands_and_feet, mood_swings, lethargy, dizziness, puffy_face_and_eyes, enlarged_thyroid, brittle_nails, swollen_extremities, depression, irritability, abnormal_menstruation,null,null,null,null,null
+Hypothyroidism, fatigue, weight_gain, mood_swings, lethargy, dizziness, puffy_face_and_eyes, enlarged_thyroid, brittle_nails, swollen_extremities, depression, irritability, abnormal_menstruation,null,null,null,null,null
+Hypothyroidism, fatigue, weight_gain, cold_hands_and_feet, mood_swings, lethargy, puffy_face_and_eyes, enlarged_thyroid, brittle_nails, swollen_extremities, depression, irritability, abnormal_menstruation,null,null,null,null,null
+Hypothyroidism, fatigue, weight_gain, cold_hands_and_feet, lethargy, dizziness, puffy_face_and_eyes, enlarged_thyroid, brittle_nails, swollen_extremities, depression, irritability, abnormal_menstruation,null,null,null,null,null
+Hypothyroidism, fatigue, weight_gain, cold_hands_and_feet, mood_swings, dizziness, puffy_face_and_eyes, enlarged_thyroid, brittle_nails, swollen_extremities, depression, irritability, abnormal_menstruation,null,null,null,null,null
+Hypothyroidism, fatigue, weight_gain, cold_hands_and_feet, mood_swings, lethargy, dizziness, puffy_face_and_eyes, enlarged_thyroid, brittle_nails, swollen_extremities, depression, irritability, abnormal_menstruation,null,null,null,null
+Hypothyroidism, weight_gain, cold_hands_and_feet, mood_swings, lethargy, dizziness, puffy_face_and_eyes, enlarged_thyroid, brittle_nails, swollen_extremities, depression, irritability, abnormal_menstruation,null,null,null,null,null
+Hypothyroidism, fatigue, weight_gain, cold_hands_and_feet, mood_swings, lethargy, dizziness, enlarged_thyroid, brittle_nails, swollen_extremities, depression, irritability, abnormal_menstruation,null,null,null,null,null
+Impetigo, skin_rash, high_fever, blister, red_sore_around_nose, yellow_crust_ooze,null,null,null,null,null,null,null,null,null,null,null,null
+Impetigo, high_fever, blister, red_sore_around_nose, yellow_crust_ooze,null,null,null,null,null,null,null,null,null,null,null,null,null
+Impetigo, skin_rash, blister, red_sore_around_nose, yellow_crust_ooze,null,null,null,null,null,null,null,null,null,null,null,null,null
+Impetigo, skin_rash, high_fever, red_sore_around_nose, yellow_crust_ooze,null,null,null,null,null,null,null,null,null,null,null,null,null
+Impetigo, skin_rash, high_fever, blister, yellow_crust_ooze,null,null,null,null,null,null,null,null,null,null,null,null,null
+Impetigo, skin_rash, high_fever, blister, red_sore_around_nose,null,null,null,null,null,null,null,null,null,null,null,null,null
+Jaundice, vomiting, fatigue, weight_loss, high_fever, yellowish_skin, dark_urine, abdominal_pain,null,null,null,null,null,null,null,null,null,null
+Jaundice,itching, vomiting, weight_loss, high_fever, yellowish_skin, dark_urine, abdominal_pain,null,null,null,null,null,null,null,null,null,null
+Jaundice,itching, vomiting, fatigue, high_fever, yellowish_skin, dark_urine, abdominal_pain,null,null,null,null,null,null,null,null,null,null
+Jaundice,itching, vomiting, fatigue, weight_loss, yellowish_skin, dark_urine, abdominal_pain,null,null,null,null,null,null,null,null,null,null
+Jaundice,itching, vomiting, fatigue, weight_loss, high_fever, dark_urine, abdominal_pain,null,null,null,null,null,null,null,null,null,null
+Jaundice,itching, vomiting, fatigue, weight_loss, high_fever, yellowish_skin, dark_urine, abdominal_pain,null,null,null,null,null,null,null,null,null
+Jaundice,itching, vomiting, fatigue, weight_loss, high_fever, yellowish_skin, abdominal_pain,null,null,null,null,null,null,null,null,null,null
+Jaundice,itching, vomiting, fatigue, weight_loss, high_fever, yellowish_skin, dark_urine,null,null,null,null,null,null,null,null,null,null
+Jaundice,itching, fatigue, weight_loss, high_fever, yellowish_skin, dark_urine, abdominal_pain,null,null,null,null,null,null,null,null,null,null
+Malaria, chills, vomiting, high_fever, sweating, headache, nausea, muscle_pain,null,null,null,null,null,null,null,null,null,null
+Malaria, chills, vomiting, high_fever, sweating, headache, nausea, diarrhoea, muscle_pain,null,null,null,null,null,null,null,null,null
+Malaria, vomiting, high_fever, sweating, headache, nausea, diarrhoea, muscle_pain,null,null,null,null,null,null,null,null,null,null
+Malaria, chills, vomiting, high_fever, headache, nausea, diarrhoea, muscle_pain,null,null,null,null,null,null,null,null,null,null
+Malaria, chills, vomiting, high_fever, sweating, nausea, diarrhoea, muscle_pain,null,null,null,null,null,null,null,null,null,null
+Malaria, chills, vomiting, high_fever, sweating, headache, diarrhoea, muscle_pain,null,null,null,null,null,null,null,null,null,null
+Malaria, chills, high_fever, sweating, headache, nausea, diarrhoea, muscle_pain,null,null,null,null,null,null,null,null,null,null
+Malaria, chills, vomiting, sweating, headache, nausea, diarrhoea, muscle_pain,null,null,null,null,null,null,null,null,null,null
+Migraine, acidity, indigestion, headache, excessive_hunger, stiff_neck, depression, irritability, visual_disturbances,null,null,null,null,null,null,null,null,null
+Migraine, acidity, indigestion, blurred_and_distorted_vision, excessive_hunger, stiff_neck, depression, irritability, visual_disturbances,null,null,null,null,null,null,null,null,null
+Migraine, acidity, headache, blurred_and_distorted_vision, excessive_hunger, stiff_neck, depression, irritability, visual_disturbances,null,null,null,null,null,null,null,null,null
+Migraine, indigestion, headache, blurred_and_distorted_vision, excessive_hunger, stiff_neck, depression, irritability, visual_disturbances,null,null,null,null,null,null,null,null,null
+Migraine, acidity, indigestion, headache, blurred_and_distorted_vision, excessive_hunger, stiff_neck, depression, irritability, visual_disturbances,null,null,null,null,null,null,null,null
+Migraine, acidity, indigestion, headache, blurred_and_distorted_vision, excessive_hunger, depression, irritability, visual_disturbances,null,null,null,null,null,null,null,null,null
+Migraine, acidity, indigestion, headache, blurred_and_distorted_vision, excessive_hunger, stiff_neck, depression, irritability,null,null,null,null,null,null,null,null,null
+Migraine, acidity, indigestion, headache, blurred_and_distorted_vision, excessive_hunger, stiff_neck, depression, visual_disturbances,null,null,null,null,null,null,null,null,null
+Migraine, acidity, indigestion, headache, blurred_and_distorted_vision, stiff_neck, depression, irritability, visual_disturbances,null,null,null,null,null,null,null,null,null
+Migraine, acidity, indigestion, headache, blurred_and_distorted_vision, excessive_hunger, stiff_neck, irritability, visual_disturbances,null,null,null,null,null,null,null,null,null
+Osteoarthritis, joint_pain, neck_pain, knee_pain, hip_joint_pain, swelling_joints, painful_walking,null,null,null,null,null,null,null,null,null,null,null
+Osteoarthritis, neck_pain, knee_pain, hip_joint_pain, swelling_joints, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null
+Osteoarthritis, joint_pain, knee_pain, hip_joint_pain, swelling_joints, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null
+Osteoarthritis, joint_pain, neck_pain, hip_joint_pain, swelling_joints, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null
+Osteoarthritis, joint_pain, neck_pain, knee_pain, swelling_joints, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null
+Osteoarthritis, joint_pain, neck_pain, knee_pain, hip_joint_pain, painful_walking,null,null,null,null,null,null,null,null,null,null,null,null
+Osteoarthritis, joint_pain, neck_pain, knee_pain, hip_joint_pain, swelling_joints,null,null,null,null,null,null,null,null,null,null,null,null
+Paralysis (brain hemorrhage), vomiting, weakness_of_one_body_side, altered_sensorium,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Paralysis (brain hemorrhage), vomiting, headache, altered_sensorium,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Paralysis (brain hemorrhage), vomiting, headache, weakness_of_one_body_side,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Paralysis (brain hemorrhage), headache, weakness_of_one_body_side, altered_sensorium,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Paralysis (brain hemorrhage), vomiting, headache, weakness_of_one_body_side, altered_sensorium,null,null,null,null,null,null,null,null,null,null,null,null,null
+Paroxysmal Positional Vertigo, vomiting, headache, nausea, spinning_movements, loss_of_balance, unsteadiness,null,null,null,null,null,null,null,null,null,null,null
+Paroxysmal Positional Vertigo, vomiting, headache, nausea, spinning_movements, loss_of_balance,null,null,null,null,null,null,null,null,null,null,null,null
+Paroxysmal Positional Vertigo, vomiting, headache, nausea, spinning_movements, unsteadiness,null,null,null,null,null,null,null,null,null,null,null,null
+Paroxysmal Positional Vertigo, headache, nausea, spinning_movements, loss_of_balance, unsteadiness,null,null,null,null,null,null,null,null,null,null,null,null
+Paroxysmal Positional Vertigo, vomiting, nausea, spinning_movements, loss_of_balance, unsteadiness,null,null,null,null,null,null,null,null,null,null,null,null
+Paroxysmal Positional Vertigo, vomiting, headache, spinning_movements, loss_of_balance, unsteadiness,null,null,null,null,null,null,null,null,null,null,null,null
+Paroxysmal Positional Vertigo, vomiting, headache, nausea, loss_of_balance, unsteadiness,null,null,null,null,null,null,null,null,null,null,null,null
+Peptic ulcer disease, vomiting, indigestion, loss_of_appetite, abdominal_pain, passage_of_gases, internal_itching,null,null,null,null,null,null,null,null,null,null,null
+Peptic ulcer disease, vomiting, indigestion, loss_of_appetite, abdominal_pain, passage_of_gases,null,null,null,null,null,null,null,null,null,null,null,null
+Peptic ulcer disease, vomiting, indigestion, loss_of_appetite, abdominal_pain, internal_itching,null,null,null,null,null,null,null,null,null,null,null,null
+Peptic ulcer disease, vomiting, indigestion, loss_of_appetite, passage_of_gases, internal_itching,null,null,null,null,null,null,null,null,null,null,null,null
+Peptic ulcer disease, indigestion, loss_of_appetite, abdominal_pain, passage_of_gases, internal_itching,null,null,null,null,null,null,null,null,null,null,null,null
+Peptic ulcer disease, vomiting, indigestion, abdominal_pain, passage_of_gases, internal_itching,null,null,null,null,null,null,null,null,null,null,null,null
+Peptic ulcer disease, vomiting, loss_of_appetite, abdominal_pain, passage_of_gases, internal_itching,null,null,null,null,null,null,null,null,null,null,null,null
+Pneumonia, chills, fatigue, cough, high_fever, breathlessness, malaise, phlegm, chest_pain, fast_heart_rate, rusty_sputum,null,null,null,null,null,null,null
+Pneumonia, chills, fatigue, cough, high_fever, sweating, malaise, phlegm, chest_pain, fast_heart_rate, rusty_sputum,null,null,null,null,null,null,null
+Pneumonia, chills, fatigue, cough, breathlessness, sweating, malaise, phlegm, chest_pain, fast_heart_rate, rusty_sputum,null,null,null,null,null,null,null
+Pneumonia, chills, fatigue, cough, high_fever, breathlessness, sweating, phlegm, chest_pain, fast_heart_rate, rusty_sputum,null,null,null,null,null,null,null
+Pneumonia, chills, fatigue, high_fever, breathlessness, sweating, malaise, phlegm, chest_pain, fast_heart_rate, rusty_sputum,null,null,null,null,null,null,null
+Pneumonia, fatigue, cough, high_fever, breathlessness, sweating, malaise, phlegm, chest_pain, fast_heart_rate, rusty_sputum,null,null,null,null,null,null,null
+Pneumonia, chills, fatigue, cough, high_fever, breathlessness, sweating, malaise, phlegm, chest_pain, fast_heart_rate, rusty_sputum,null,null,null,null,null,null
+Pneumonia, chills, fatigue, cough, high_fever, breathlessness, sweating, malaise, chest_pain, fast_heart_rate, rusty_sputum,null,null,null,null,null,null,null
+Pneumonia, chills, cough, high_fever, breathlessness, sweating, malaise, phlegm, chest_pain, fast_heart_rate, rusty_sputum,null,null,null,null,null,null,null
+Psoriasis, skin_rash, joint_pain, skin_peeling, small_dents_in_nails, inflammatory_nails,null,null,null,null,null,null,null,null,null,null,null,null
+Psoriasis, skin_rash, skin_peeling, silver_like_dusting, small_dents_in_nails, inflammatory_nails,null,null,null,null,null,null,null,null,null,null,null,null
+Psoriasis, joint_pain, skin_peeling, silver_like_dusting, small_dents_in_nails, inflammatory_nails,null,null,null,null,null,null,null,null,null,null,null,null
+Psoriasis, skin_rash, joint_pain, skin_peeling, silver_like_dusting, small_dents_in_nails, inflammatory_nails,null,null,null,null,null,null,null,null,null,null,null
+Psoriasis, skin_rash, joint_pain, skin_peeling, silver_like_dusting, inflammatory_nails,null,null,null,null,null,null,null,null,null,null,null,null
+Psoriasis, skin_rash, joint_pain, skin_peeling, silver_like_dusting, small_dents_in_nails,null,null,null,null,null,null,null,null,null,null,null,null
+Psoriasis, skin_rash, joint_pain, silver_like_dusting, small_dents_in_nails, inflammatory_nails,null,null,null,null,null,null,null,null,null,null,null,null
+Tuberculosis, chills, vomiting, fatigue, weight_loss, cough, high_fever, breathlessness, sweating, loss_of_appetite, mild_fever, yellowing_of_eyes, swelled_lymph_nodes, malaise, phlegm, chest_pain, blood_in_sputum,null
+Tuberculosis, chills, vomiting, fatigue, weight_loss, high_fever, breathlessness, sweating, loss_of_appetite, mild_fever, yellowing_of_eyes, swelled_lymph_nodes, malaise, phlegm, chest_pain, blood_in_sputum,null,null
+Tuberculosis, vomiting, fatigue, weight_loss, cough, high_fever, breathlessness, sweating, loss_of_appetite, mild_fever, yellowing_of_eyes, swelled_lymph_nodes, malaise, phlegm, chest_pain, blood_in_sputum,null,null
+Tuberculosis, chills, fatigue, weight_loss, cough, high_fever, breathlessness, sweating, loss_of_appetite, mild_fever, yellowing_of_eyes, swelled_lymph_nodes, malaise, phlegm, chest_pain, blood_in_sputum,null,null
+Tuberculosis, chills, vomiting, weight_loss, cough, high_fever, breathlessness, sweating, loss_of_appetite, mild_fever, yellowing_of_eyes, swelled_lymph_nodes, malaise, phlegm, chest_pain, blood_in_sputum,null,null
+Tuberculosis, chills, vomiting, fatigue, cough, high_fever, breathlessness, sweating, loss_of_appetite, mild_fever, yellowing_of_eyes, swelled_lymph_nodes, malaise, phlegm, chest_pain, blood_in_sputum,null,null
+Tuberculosis, chills, vomiting, fatigue, weight_loss, cough, high_fever, breathlessness, loss_of_appetite, mild_fever, yellowing_of_eyes, swelled_lymph_nodes, malaise, phlegm, chest_pain, blood_in_sputum,null,null
+Tuberculosis, chills, vomiting, fatigue, weight_loss, cough, high_fever, sweating, loss_of_appetite, mild_fever, yellowing_of_eyes, swelled_lymph_nodes, malaise, phlegm, chest_pain, blood_in_sputum,null,null
+Tuberculosis, chills, vomiting, fatigue, weight_loss, cough, breathlessness, sweating, loss_of_appetite, mild_fever, yellowing_of_eyes, swelled_lymph_nodes, malaise, phlegm, chest_pain, blood_in_sputum,null,null
+Typhoid, chills, vomiting, fatigue, high_fever, headache, nausea, constipation, abdominal_pain, diarrhoea, toxic_look_(typhus),null,null,null,null,null,null,null
+Typhoid, chills, vomiting, fatigue, high_fever, headache, nausea, constipation, abdominal_pain, diarrhoea, belly_pain,null,null,null,null,null,null,null
+Typhoid, chills, vomiting, fatigue, high_fever, headache, nausea, constipation, abdominal_pain, toxic_look_(typhus), belly_pain,null,null,null,null,null,null,null
+Typhoid, chills, fatigue, high_fever, headache, nausea, constipation, abdominal_pain, diarrhoea, toxic_look_(typhus), belly_pain,null,null,null,null,null,null,null
+Typhoid, chills, vomiting, fatigue, high_fever, headache, nausea, abdominal_pain, diarrhoea, toxic_look_(typhus), belly_pain,null,null,null,null,null,null,null
+Typhoid, chills, vomiting, fatigue, high_fever, headache, constipation, abdominal_pain, diarrhoea, toxic_look_(typhus), belly_pain,null,null,null,null,null,null,null
+Typhoid, chills, vomiting, fatigue, high_fever, nausea, constipation, abdominal_pain, diarrhoea, toxic_look_(typhus), belly_pain,null,null,null,null,null,null,null
+Typhoid, chills, vomiting, fatigue, high_fever, headache, nausea, constipation, abdominal_pain, diarrhoea, toxic_look_(typhus), belly_pain,null,null,null,null,null,null
+Typhoid, chills, vomiting, fatigue, high_fever, headache, nausea, constipation, diarrhoea, toxic_look_(typhus), belly_pain,null,null,null,null,null,null,null
+Urinary tract infection, burning_micturition, bladder_discomfort, foul_smell_of urine, continuous_feel_of_urine,null,null,null,null,null,null,null,null,null,null,null,null,null
+Urinary tract infection, bladder_discomfort, foul_smell_of urine, continuous_feel_of_urine,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Urinary tract infection, burning_micturition, foul_smell_of urine, continuous_feel_of_urine,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Urinary tract infection, burning_micturition, bladder_discomfort, continuous_feel_of_urine,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Urinary tract infection, burning_micturition, bladder_discomfort, foul_smell_of urine,null,null,null,null,null,null,null,null,null,null,null,null,null,null
+Varicose veins, fatigue, cramps, bruising, obesity, swollen_blood_vessels, prominent_veins_on_calf,null,null,null,null,null,null,null,null,null,null,null
+Varicose veins, fatigue, cramps, obesity, swollen_legs, swollen_blood_vessels, prominent_veins_on_calf,null,null,null,null,null,null,null,null,null,null,null
+Varicose veins, fatigue, bruising, obesity, swollen_legs, swollen_blood_vessels, prominent_veins_on_calf,null,null,null,null,null,null,null,null,null,null,null
+Varicose veins, cramps, bruising, obesity, swollen_legs, swollen_blood_vessels, prominent_veins_on_calf,null,null,null,null,null,null,null,null,null,null,null
+Varicose veins, fatigue, cramps, bruising, obesity, swollen_legs, swollen_blood_vessels, prominent_veins_on_calf,null,null,null,null,null,null,null,null,null,null
+Varicose veins, fatigue, cramps, bruising, obesity, swollen_legs, prominent_veins_on_calf,null,null,null,null,null,null,null,null,null,null,null
+Varicose veins, fatigue, cramps, bruising, swollen_legs, swollen_blood_vessels, prominent_veins_on_calf,null,null,null,null,null,null,null,null,null,null,null
+Varicose veins, fatigue, cramps, bruising, obesity, swollen_legs, swollen_blood_vessels,null,null,null,null,null,null,null,null,null,null,null

files/disease_description.csv ADDED Viewed

	@@ -0,0 +1,43 @@

+Disease,Symptom_Description
+AIDS,"Acquired immunodeficiency syndrome (AIDS) is a chronic, potentially life-threatening condition caused by the human immunodeficiency virus (HIV). By damaging your immune system, HIV interferes with your body's ability to fight infection and disease."
+Acne,"Acne vulgaris is the formation of comedones, papules, pustules, nodules, and/or cysts as a result of obstruction and inflammation of pilosebaceous units (hair follicles and their accompanying sebaceous gland). Acne develops on the face and upper trunk. It most often affects adolescents."
+Alcoholic hepatitis,"Alcoholic hepatitis is a diseased, inflammatory condition of the liver caused by heavy alcohol consumption over an extended period. It's also aggravated by binge drinking and ongoing alcohol use. If you develop this condition, you must stop drinking alcohol"
+Allergy,"An allergy is an immune system response to a foreign substance that's not typically harmful to your body.They can include certain foods, pollen, or pet dander. Your immune system's job is to keep you healthy by fighting harmful pathogens."
+Arthritis,"Arthritis is the swelling and tenderness of one or more of your joints. The main symptoms of arthritis are joint pain and stiffness, which typically worsen with age. The most common types of arthritis are osteoarthritis and rheumatoid arthritis."
+Bronchial Asthma,"Bronchial asthma is a medical condition which causes the airway path of the lungs to swell and narrow. Due to this swelling, the air path produces excess mucus making it hard to breathe, which results in coughing, short breath, and wheezing. The disease is chronic and interferes with daily working."
+Cervical spondylosis,"Cervical spondylosis is a general term for age-related wear and tear affecting the spinal disks in your neck. As the disks dehydrate and shrink, signs of osteoarthritis develop, including bony projections along the edges of bones (bone spurs)."
+Chicken pox,"Chickenpox is a highly contagious disease caused by the varicella-zoster virus (VZV). It can cause an itchy, blister-like rash. The rash first appears on the chest, back, and face, and then spreads over the entire body, causing between 250 and 500 itchy blisters."
+Chronic cholestasis,"Chronic cholestatic diseases, whether occurring in infancy, childhood or adulthood, are characterized by defective bile acid transport from the liver to the intestine, which is caused by primary damage to the biliary epithelium in most cases"
+Common Cold,"The common cold is a viral infection of your nose and throat (upper respiratory tract). It's usually harmless, although it might not feel that way. Many types of viruses can cause a common cold."
+Covid,"COVID-19 (Corona Virus) affects different people in different ways. It affects the lungs. Most infected people will develop mild to moderate illness and recover without hospitalization."
+Dengue,"an acute infectious disease caused by a flavivirus (species Dengue virus of the genus Flavivirus), transmitted by aedes mosquitoes, and characterized by headache, severe joint pain, and a rash. — called also breakbone fever, dengue fever."
+Diabetes,"Diabetes is a disease that occurs when your blood glucose, also called blood sugar, is too high. Blood glucose is your main source of energy and comes from the food you eat. Insulin, a hormone made by the pancreas, helps glucose from food get into your cells to be used for energy."
+Dimorphic hemorrhoids(piles),"Hemorrhoids, also spelled haemorrhoids, are vascular structures in the anal canal. In their ... Other names, Haemorrhoids, piles, hemorrhoidal disease ."
+Drug Reaction,An adverse drug reaction (ADR) is an injury caused by taking medication. ADRs may occur following a single dose or prolonged administration of a drug or result from the combination of two or more drugs.
+Fungal infection,"In humans, fungal infections occur when an invading fungus takes over an area of the body and is too much for the immune system to handle. Fungi can live in the air, soil, water, and plants. Some fungi live naturally in the human body. Like many microbes, there are helpful fungi and harmful fungi."
+GERD,"Gastroesophageal reflux disease, or GERD, is a digestive disorder that affects the lower oesophagal sphincter (LES), the ring of muscle between the oesophagus and stomach. Many people, including pregnant women, suffer from heartburn or acid indigestion caused by GERD."
+Gastroenteritis,"Gastroenteritis is an inflammation of the digestive tract, particularly the stomach, and large and small intestines. Viral and bacterial gastroenteritis are intestinal infections associated with symptoms of diarrhea , abdominal cramps, nausea , and vomiting ."
+Heart attack,"The death of heart muscle due to the loss of blood supply. The loss of blood supply is usually caused by a complete blockage of a coronary artery, one of the arteries that supply blood to the heart muscle."
+Hepatitis A,"Hepatitis A is a highly contagious liver infection caused by the hepatitis A virus. The virus is one of several types of hepatitis viruses that cause inflammation and affect your liver's ability to function."
+Hepatitis B,"Hepatitis B is an infection of your liver. It can cause scarring of the organ, liver failure, and cancer. It can be fatal if it isn't treated. It's spread when people come in contact with the blood, open sores, or body fluids of someone who has the hepatitis B virus."
+Hepatitis C,"Inflammation of the liver due to the hepatitis C virus (HCV), which is usually spread via blood transfusion (rare), hemodialysis, and needle sticks. The damage hepatitis C does to the liver can lead to cirrhosis and its complications as well as cancer."
+Hepatitis D,"Hepatitis D, also known as the hepatitis delta virus, is an infection that causes the liver to become inflamed. This swelling can impair liver function and cause long-term liver problems, including liver scarring and cancer. The condition is caused by the hepatitis D virus (HDV)."
+Hepatitis E,"A rare form of liver inflammation caused by infection with the hepatitis E virus (HEV). It is transmitted via food or drinks handled by an infected person or through infected water supplies in areas where the faecal matter may get into the water. Hepatitis E does not cause chronic liver disease."
+Hypertension,"Hypertension (HTN or HT), also known as high blood pressure (HBP), is a long-term medical condition in which the blood pressure in the arteries is persistently elevated. High blood pressure typically does not cause symptoms."
+Hyperthyroidism,"Hyperthyroidism (overactive thyroid) occurs when your thyroid gland produces too much of the hormone thyroxine. Hyperthyroidism can accelerate your body's metabolism, causing unintentional weight loss and a rapid or irregular heartbeat."
+Hypoglycemia,"Hypoglycemia is a condition in which your blood sugar (glucose) level is lower than normal. Glucose is your body's main energy source. Hypoglycemia is often related to diabetes treatment. But other drugs and a variety of conditions — many rare — can cause low blood sugar in people who don't have diabetes."
+Hypothyroidism,"Hypothyroidism, also called underactive thyroid or low thyroid, is a disorder of the endocrine system in which the thyroid gland does not produce enough thyroid hormone."
+Impetigo,"Impetigo (im-puh-TIE-go) is a common and highly contagious skin infection that mainly affects infants and children. Impetigo usually appears as red sores on the face, especially around a child's nose and mouth, and on hands and feet. The sores burst and develop honey-coloured crusts."
+Jaundice,"Yellow staining of the skin and sclerae (the whites of the eyes) by abnormally high blood levels of the bile pigment bilirubin. The yellowing extends to other tissues and body fluids. Jaundice was once called the "Morbus regius" (the regal disease) in the belief that only the touch of a king could cure it"
+Malaria,"An infectious disease caused by protozoan parasites from the Plasmodium family that can be transmitted by the bite of the Anopheles mosquito or by a contaminated needle or transfusion. Falciparum malaria is the most deadly type."
+Migraine,"A migraine can cause severe throbbing pain or a pulsing sensation, usually on one side of the head. It's often accompanied by nausea, vomiting, and extreme sensitivity to light and sound. Migraine attacks can last for hours to days, and the pain can be so severe that it interferes with your daily activities."
+Osteoarthritis,"Osteoarthritis is the most common form of arthritis, affecting millions of people worldwide. It occurs when the protective cartilage that cushions the ends of your bones wears down over time."
+Paralysis (brain haemorrhage),"Intracerebral haemorrhage (ICH) is when blood suddenly bursts into brain tissue, causing damage to your brain. Symptoms usually appear suddenly during ICH. They include headache, weakness, confusion, and paralysis, particularly on one side of your body."
+Paroxysmal Positional Vertigo,"Benign paroxysmal positional vertigo (BPPV) is one of the most common causes of vertigo — the sudden sensation that you're spinning or that the inside of your head is spinning. Benign paroxysmal positional vertigo causes brief episodes of mild to intense dizziness."
+Peptic ulcer disease,"Peptic ulcer disease (PUD) is a break in the inner lining of the stomach, the first part of the small intestine, or sometimes the lower oesophagus. An ulcer in the stomach is called a gastric ulcer, while one in the first part of the intestines is a duodenal ulcer."
+Pneumonia,"Pneumonia is an infection in one or both lungs. Bacteria, viruses, and fungi cause it. The infection causes inflammation in the air sacs in your lungs, which are called alveoli. The alveoli fill with fluid or pus, making it difficult to breathe."
+Psoriasis,"Psoriasis is a common skin disorder that forms thick, red, bumpy patches covered with silvery scales. They can pop up anywhere, but most appear on the scalp, elbows, knees, and lower back. Psoriasis can't be passed from person to person. It does sometimes happen in members of the same family."
+Tuberculosis,"Tuberculosis (TB) is an infectious disease usually caused by Mycobacterium tuberculosis (MTB) bacteria. Tuberculosis generally affects the lungs, but can also affect other parts of the body. Most infections show no symptoms, in which case it is known as latent tuberculosis."
+Typhoid,"An acute illness characterized by fever caused by infection with the bacterium Salmonella typhi. Typhoid fever has an insidious onset, with fever, headache, constipation, malaise, chills, and muscle pain. Diarrhoea is uncommon, and vomiting is not usually severe."
+Urinary tract infection,"Urinary tract infection: An infection of the kidney, ureter, bladder, or urethra. Abbreviated UTI. Not everyone with a UTI has symptoms, but common symptoms include a frequent urge to urinate and pain or burning when urinating."
+Varicose veins,"A vein that has enlarged and twisted, often appearing as a bulging, blue blood vessel that is clearly visible through the skin. Varicose veins are most common in older adults, particularly women, and occur especially on the legs."

files/disease_precaution.csv ADDED Viewed

	@@ -0,0 +1,43 @@

+Disease,Symptom_precaution_0,Symptom_precaution_1,Symptom_precaution_2,Symptom_precaution_3
+AIDS,avoid open cuts,wear ppe if possible,consult doctor,follow up
+Acne,bath twice,avoid fatty spicy food,drink plenty of water,avoid too many products
+Alcoholic hepatitis,stop alcohol consumption,consult doctor,medication,follow up
+Allergy,apply calamine,cover area with bandage,null,use ice to compress itching
+Arthritis,exercise,use hot and cold therapy,try acupuncture,massage
+Bronchial Asthma,switch to loose cloth,take deep breaths,get away from the trigger,seek help
+Cervical spondylosis,use a heating pad or cold pack,exercise,take an otc pain reliever,consult a doctor
+Chicken pox,use neem in bathing,consume neem leaves,take the vaccine,avoid public places
+Chronic cholestasis,cold baths,anti itch medicine,consult doctor,eat healthy
+Common Cold,drink vitamin c rich drinks,take vapour,avoid cold food,keep fever in check
+Covid,cover mouth,social distancing,wear mask,medication
+Dengue,drink papaya leaf juice,avoid fatty spicy food,keep mosquitos away,keep hydrated
+Diabetes ,have balanced diet,exercise,consult doctor,follow up
+Dimorphic hemorrhoids(piles),avoid fatty spicy food,consume witch hazel,warm bath with Epsom salt,consume aloe vera juice
+Drug Reaction,stop irritation,consult nearest hospital,stop taking drug,follow up
+Fungal infection,bath twice,use Detol or neem in bathing water,keep the infected area dry,use clean cloths
+GERD,avoid fatty spicy food,avoid lying down after eating,maintain healthy weight,exercise
+Gastroenteritis,stop eating solid food for while,try taking small sips of water,rest,ease back into eating
+Heart attack,call an ambulance,chew aspirin,keep calm,null
+Hepatitis A,Consult nearest hospital,wash hands through,avoid fatty spicy food,medication
+Hepatitis B,consult nearest hospital,vaccination,eat healthy,medication
+Hepatitis C,Consult nearest hospital,vaccination,eat healthy,medication
+Hepatitis D,consult doctor,medication,eat healthy,follow up
+Hepatitis E,stop alcohol consumption,rest,consult doctor,medication
+Hypertension ,meditation,salt baths,reduce stress,get proper sleep
+Hyperthyroidism,eat healthy,massage,use lemon balm,take radioactive iodine treatment
+Hypoglycemia,lie down on side,check in pulse,drink sugary drinks,consult doctor
+Hypothyroidism,reduce stress,exercise,eat healthy,get proper sleep
+Impetigo,soak affected area in warm water,use antibiotics,remove scabs with wet compressed cloth,consult doctor
+Jaundice,drink plenty of water,consume milk thistle,eat fruits and high fibre food,medication
+Malaria,Consult nearest hospital,avoid oily food,avoid non veg food,keep mosquitos out
+Migraine,meditation,reduce stress,use polaroid glasses in sun,consult doctor
+Osteoarthritis,acetaminophen,consult nearest hospital,follow up,salt baths
+Paralysis (brain hemorrhage),massage,eat healthy,exercise,consult doctor
+Paroxysmal Positional Vertigo,lie down,avoid sudden changes in the body,avoid abrupt head movement,relax
+Peptic ulcer disease,avoid fatty spicy food,consume probiotic food,eliminate milk,limit alcohol
+Pneumonia,consult doctor,medication,rest,follow up
+Psoriasis,wash hands with warm soapy water,stop bleeding using pressure,consult doctor,salt baths
+Tuberculosis,cover mouth,consult doctor,medication,rest
+Typhoid,eat high calorie vegitables,antiboitic therapy,consult doctor,medication
+Urinary tract infection,drink plenty of water,increase vitamin c intake,drink cranberry juice,take probiotics
+Varicose veins,lie down flat and raise the leg high,use ointments,use vein compression,don't stand still for long

files/symptom_severity.csv ADDED Viewed

	@@ -0,0 +1,135 @@

+Symptom,Symptom_severity
+abdominal_pain,4
+abnormal_menstruation,6
+acidity,3
+acute_liver_failure,6
+altered_sensorium,2
+anxiety,4
+back_pain,3
+belly_pain,4
+blackheads,2
+bladder_discomfort,4
+blister,4
+blood_in_sputum,5
+bloody_stool,5
+blurred_and_distorted_vision,5
+breathlessness,4
+brittle_nails,5
+bruising,4
+burning_micturition,6
+chest_pain,7
+chills,3
+cold_hands_and_feet,5
+coma,7
+congestion,5
+constipation,4
+continuous_feel_of_urine,6
+continuous_sneezing,4
+cough,4
+cramps,4
+dark_urine,4
+dehydration,4
+depression,3
+diarrhoea,6
+dischromic_patches,6
+distention_of_abdomen,4
+dizziness,4
+drying_and_tingling_lips,4
+enlarged_thyroid,6
+excessive_hunger,4
+extra_marital_contacts,5
+family_history,5
+fast_heart_rate,5
+fatigue,4
+fluid_overload,6
+fluid_overload,4
+foul_smell_of urine,5
+headache,3
+high_fever,7
+hip_joint_pain,2
+history_of_alcohol_consumption,5
+increased_appetite,5
+indigestion,5
+inflammatory_nails,2
+internal_itching,4
+irregular_sugar_level,5
+irritability,2
+irritation_in_anus,6
+itching,1
+joint_pain,3
+knee_pain,3
+lack_of_concentration,3
+lethargy,2
+loss_of_appetite,4
+loss_of_balance,4
+loss_of_smell,3
+loss_of_taste,5
+malaise,6
+mild_fever,5
+mood_swings,3
+movement_stiffness,5
+mucoid_sputum,4
+muscle_pain,2
+muscle_wasting,3
+muscle_weakness,2
+nausea,5
+neck_pain,5
+nodal_skin_eruptions,4
+obesity,4
+pain_behind_the_eyes,4
+pain_during_bowel_movements,5
+pain_in_anal_region,6
+painful_walking,2
+palpitations,4
+passage_of_gases,5
+patches_in_throat,6
+phlegm,5
+polyuria,4
+prominent_veins_on_calf,6
+puffy_face_and_eyes,5
+pus_filled_pimples,2
+receiving_blood_transfusion,5
+receiving_unsterile_injections,2
+red_sore_around_nose,2
+red_spots_over_body,3
+redness_of_eyes,5
+restlessness,5
+runny_nose,5
+rusty_sputum,4
+scurrying,2
+shivering,5
+silver_like_dusting,2
+sinus_pressure,4
+skin_peeling,3
+skin_rash,3
+slurred_speech,4
+small_dents_in_nails,2
+spinning_movements,6
+spotting_urination,6
+stiff_neck,4
+stomach_bleeding,6
+stomach_pain,5
+sunken_eyes,3
+sweating,3
+swelled_lymph_nodes,6
+swelling_joints,5
+swelling_of_stomach,7
+swollen_blood_vessels,5
+swollen_extremities,5
+swollen_legs,5
+throat_irritation,4
+tiredness,5
+toxic_look_(typhus),5
+ulcers_on_tongue,4
+unsteadiness,4
+visual_disturbances,3
+vomiting,5
+watering_from_eyes,4
+weakness_in_limbs,7
+weakness_of_one_body_side,4
+weight_gain,3
+weight_loss,3
+yellow_crust_ooze,3
+yellow_urine,4
+yellowing_of_eyes,4
+yellowish_skin,3

model.joblib ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:86573ec61239a1fc2b0261165cac937ec3f1455873ea859dcdf2482eae5563cf
+size 5477737

requirements.txt ADDED Viewed

	@@ -0,0 +1,7 @@

+joblib
+matplotlib
+pandas
+numpy
+streamlit
+seaborn
+plotly