├── requirements.txt ├── paper ├── ~$edicting the Possibility of COVID.docx └── Prediction of COVID-19 via External Symptoms.pdf ├── README.md ├── additional_risks.py ├── data_analysis.py ├── main.py ├── fls_core.py ├── LICENSE └── data └── NovelDataset.csv /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Namerlight/C19-Prediction-via-Symptoms-with-Fuzzy-Logic/HEAD/requirements.txt -------------------------------------------------------------------------------- /paper/~$edicting the Possibility of COVID.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Namerlight/C19-Prediction-via-Symptoms-with-Fuzzy-Logic/HEAD/paper/~$edicting the Possibility of COVID.docx -------------------------------------------------------------------------------- /paper/Prediction of COVID-19 via External Symptoms.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Namerlight/C19-Prediction-via-Symptoms-with-Fuzzy-Logic/HEAD/paper/Prediction of COVID-19 via External Symptoms.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Prediction of COVID-19 from External Symptoms using a Type-2 Fuzzy System 2 | 3 | #### Project for CSE470/573 - Theory of Fuzzy Systems 4 | #### Supervisor: Dr. M. Rashedur Rahman 5 | 6 | ## Credits: 7 | 8 | | | 9 | |--| 10 | | Shadab Hafiz Choudhury | 11 | | 1631335042 | 12 | | shadab.choudhury@northsouth.edu | 13 | 14 | ## Table of Contents 15 | 16 | 1. [Project Description](https://github.com/Namerlight/C19-Prediction-Fuzzy-Logic/#1-Project-Description) 17 | 2. [Packages and Libraries](https://github.com/Namerlight/C19-Prediction-Fuzzy-Logic/#2-Packages-and-Libraries-Used) 18 | 3. [Setup Instructions](https://github.com/Namerlight/C19-Prediction-Fuzzy-Logic/#3-Setup-Instructions) 19 | 4. [Project Paper](https://github.com/Namerlight/C19-Prediction-Fuzzy-Logic/#4-Project-Paper) 20 | 21 | ## 1. Project Description 22 | 23 | The aim of this project was to create an app to predict the possibility an individual is infected by COVID-19 by looking at the external symptoms they exhibit, such as coughing or fever. 24 | 25 | To run the project, please download the source code and follow the instructions. 26 | 27 | ## 2. Main Packages and Libraries Used 28 | 29 | - [PyIT2FLS](https://github.com/Haghrah/PyIT2FLS) 30 | - Numpy 31 | - Matplotlib 32 | - Pandas 33 | - TKinter 34 | 35 | ## 3. Setup Instructions 36 | 37 | 1. Tested to be working on Python 3.7 and Python 3.8 38 | 2. Install all the necessary dependencies. 39 | ``` 40 | pip install -r requirements.txt 41 | ``` 42 | 3. Execute the main file. 43 | ``` 44 | python main.py run 45 | ``` 46 | 47 | ## 4. Paper 48 | 49 | The paper has been accepted to the Inderscience International Journal of Intelligent Information and Database Systems. If you refer to this project anywhere else, please cite it: 50 | 51 | > *S.H. Choudhury, A.J. Aurin, T.A. Mitaly, R.M. Rahman, Predicting the possibility of COVID-19 infection using fuzzy logic system, Int. J. Intell. Inf. Database Syst., 14 (2021), pp. 239-256, 10.1504/IJIIDS.2021.116465* 52 | 53 | 54 | -------------------------------------------------------------------------------- /additional_risks.py: -------------------------------------------------------------------------------- 1 | def calc_additional_risks(age, env_inp, hypertension_inp, diabetes_inp, cardiovascular_inp, respiratory_inp, immune_inp): 2 | """ 3 | Calculates additional risks and returns the answer as a score that can be fed into the FLS 4 | 5 | I originally threw this function together in 1.5 minutes. 6 | 7 | Args: 8 | age (int): 9 | env_inp (int): 10 | hypertension_inp (int): 11 | diabetes_inp (int): 12 | cardiovascular_inp (int): 13 | respiratory_inp (int): 14 | immune_inp: 15 | 16 | Returns: 17 | risk_score (float): how much other factors contribute to C19 risk. 18 | """ 19 | 20 | # Converting from int input to bool. Don't ask me why I'm doing this. 21 | if env_inp == '1': env = True 22 | else: env = False 23 | if hypertension_inp == '1': hypertension = True 24 | else: hypertension = False 25 | if diabetes_inp == '1': diabetes = True 26 | else: diabetes = False 27 | if cardiovascular_inp == '1': cardiovascular = True 28 | else: cardiovascular = False 29 | if respiratory_inp == '1': respiratory = True 30 | else: respiratory = False 31 | if immune_inp == '1': immune = True 32 | else: immune = False 33 | 34 | print(age, env, hypertension, diabetes, cardiovascular, respiratory, immune, ) 35 | 36 | # Intialize risk score at 0. Laziest approach ever. 37 | risk_score = 0.0 38 | 39 | # Using If functions for everything like a true pro. 40 | if age <= 10: risk_score += 0.5 41 | elif age >= 80: risk_score += 1.5 42 | elif age >= 60: risk_score += 1 43 | elif age >= 50: risk_score += 0.5 44 | 45 | if env: risk_score += 1 46 | if hypertension: risk_score += 1.5 47 | if diabetes: risk_score += 1.5 48 | if cardiovascular: risk_score += 1 49 | if respiratory: risk_score += 3 50 | if immune: risk_score += 4 51 | 52 | if risk_score > 10: risk_score = 10 53 | 54 | return risk_score 55 | -------------------------------------------------------------------------------- /data_analysis.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | import matplotlib.pyplot as plt 3 | 4 | 5 | def plot_chart(symptom, symptom_name): 6 | """ 7 | Plots and displays a bar chart for a given symptom. 8 | 9 | Args: 10 | symptom (int): input symptom for which to draw the graph. 11 | symptom_name (str): name of the symptom 12 | """ 13 | plt.bar(["Positive", "Negative"], [symptom, total_count - symptom], width=.6) 14 | plt.xlabel(symptom_name) 15 | plt.ylabel('Number of Reports') 16 | plt.title('Reported Positives and Negatives for ' + symptom_name) 17 | plt.show() 18 | print(symptom_name + " - Positive:", symptom * 100 / total_count, "%,", 19 | "Negative", (total_count - symptom) * 100 / total_count, "%") 20 | 21 | 22 | # Load Data from Datasets. 23 | dataset1 = pd.read_csv(r'data/WolframPatients.csv') 24 | dataset2 = pd.read_csv(r'data/NovelDataset.csv') 25 | 26 | # Check if the tuple has any symptoms listed. If not, discard those tuples. 27 | has_symptoms1 = dataset1[dataset1.Symptoms.notnull()] 28 | has_symptoms2 = dataset2[dataset2.Symptoms.notnull()] 29 | 30 | # Extract a list of the symptoms given in the two datasets and combine them. 31 | sympt_list_1 = pd.DataFrame(has_symptoms1, columns=['Symptoms']) 32 | sympt_list_2 = pd.DataFrame(has_symptoms2, columns=['Symptoms']) 33 | symptoms = pd.concat([sympt_list_1, sympt_list_2], ignore_index=True, sort=False) 34 | 35 | # Print list of symptoms 36 | # print(symptoms) 37 | 38 | # Count the total number of entries. 39 | total_count = len(symptoms.axes[0]) 40 | 41 | # Count each symptom by their frequency. 42 | # We are combining several different terms, such as "sore" and "ache", where appropriate. 43 | cough_count = len(symptoms[symptoms['Symptoms'].str.contains("cough")].axes[0]) 44 | fever_count = len(symptoms[symptoms['Symptoms'].str.contains("fever")].axes[0]) 45 | pain_count = len(symptoms[symptoms['Symptoms'].str.contains("sore")].axes[0]) + \ 46 | len(symptoms[symptoms['Symptoms'].str.contains("myalgias")].axes[0]) + \ 47 | len(symptoms[symptoms['Symptoms'].str.contains("ache")].axes[0]) 48 | breath_count = len(symptoms[symptoms['Symptoms'].str.contains("breath")].axes[0]) + \ 49 | len(symptoms[symptoms['Symptoms'].str.contains("pneumo")].axes[0]) + \ 50 | len(symptoms[symptoms['Symptoms'].str.contains("phary")].axes[0]) + \ 51 | len(symptoms[symptoms['Symptoms'].str.contains("gasp")].axes[0]) 52 | other_count = len(symptoms[symptoms['Symptoms'].str.contains("diarrhea")].axes[0]) + \ 53 | len(symptoms[symptoms['Symptoms'].str.contains("energy")].axes[0]) + \ 54 | len(symptoms[symptoms['Symptoms'].str.contains("fatigue")].axes[0]) + \ 55 | len(symptoms[symptoms['Symptoms'].str.contains("weakness")].axes[0]) 56 | 57 | # Print counted list of symptoms. 58 | # print(cough_count, fever_count, breath_count, pain_count, other_count) 59 | 60 | # Plot Chart for all counts. 61 | plot_chart(cough_count, "Cough") 62 | plot_chart(fever_count, "Fever") 63 | plot_chart(pain_count, "Pain") 64 | plot_chart(breath_count, "Breathing Difficulty") 65 | plot_chart(other_count, "Other") 66 | 67 | 68 | -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | import tkinter 2 | from tkinter import * 3 | import fls_core 4 | 5 | root = Tk() 6 | root.title("C19 Checker") 7 | 8 | line1 = Label(root, text="If you are suffering from various symptoms of COVID-19").pack() 9 | line2 = Label(root, text="This program will try to calculate the odds you have it.").pack() 10 | line3 = Label(root, text="Therefore, please input your symptoms or the intensity.").pack() 11 | line4 = Label(root, text="(0 is least)").pack() 12 | 13 | cough, fever, breath = DoubleVar(), DoubleVar(), DoubleVar() 14 | 15 | cough_label = Label(root, text="Intensity of coughing.").pack() 16 | cough_slider = Scale(root, from_=0, to=9.9, orient=HORIZONTAL, resolution=0.1, variable=cough) 17 | cough_slider.pack() 18 | 19 | fever_label = Label(root, text="Intensity of fever.").pack() 20 | fever_slider = Scale(root, from_=0, to=9.9, orient=HORIZONTAL, resolution=0.1, variable=fever) 21 | fever_slider.pack() 22 | 23 | breath_label = Label(root, text="Amount of difficulty breathing.").pack() 24 | breath_slider = Scale(root, from_=0, to=9.9, orient=HORIZONTAL, resolution=0.1, variable=breath) 25 | breath_slider.pack() 26 | 27 | age = Label(root, text="Your age").pack() 28 | 29 | age_field = Entry(root) 30 | age_field.pack() 31 | 32 | env, hypertension, diabetes, cardiovascular, respiratory, immune = IntVar(), IntVar(), IntVar(), IntVar(), IntVar(), \ 33 | IntVar() 34 | 35 | env_box = Checkbutton(root, text="Do you live in a Polluted area?", variable=env, onvalue=1, offvalue=0) 36 | env_box.pack() 37 | hyper_box = Checkbutton(root, text="Do you have hypertension?", variable=hypertension, onvalue=1, offvalue=0) 38 | hyper_box.pack() 39 | diab_box = Checkbutton(root, text="Do you have diabetes", variable=diabetes, onvalue=1, offvalue=0) 40 | diab_box.pack() 41 | cardio_box = Checkbutton(root, text="Do you have cardiovascular issues?", variable=cardiovascular, onvalue=1, 42 | offvalue=0) 43 | cardio_box.pack() 44 | respi_box = Checkbutton(root, text="Do you have respiratory issues?", variable=respiratory, onvalue=1, offvalue=0) 45 | respi_box.pack() 46 | immu_box = Checkbutton(root, text="Do you have any Immune deficiency?", variable=immune, onvalue=1, offvalue=0) 47 | immu_box.pack() 48 | 49 | 50 | def click_compute(): 51 | """ 52 | Fetches entered values from the inputs and calculates the risk. 53 | """ 54 | 55 | output_label = Label(root, text=("Inputs:", cough_slider.get(), 56 | fever_slider.get(), 57 | breath_slider.get(), 58 | age_field.get(), 59 | env.get(), 60 | hypertension.get(), 61 | diabetes.get(), 62 | cardiovascular.get(), 63 | respiratory.get(), 64 | immune.get())).pack() 65 | 66 | fls_module = fls_core.PredictC19FLS(cough_slider.get(), fever_slider.get(), breath_slider.get(), int(age_field.get()), 67 | int(env.get()), int(hypertension.get()), int(diabetes.get()), 68 | int(cardiovascular.get()), int(respiratory.get()), int(immune.get())) 69 | fls_module.set_rules() 70 | chance = fls_module.calculate_probability() 71 | output_label = Label(root, text=(chance, "% likely to be COVID-19.")).pack() 72 | 73 | 74 | calc_button = tkinter.Button(root, text="Calculate risk of C19 Infection", command=click_compute).pack() 75 | 76 | root.mainloop() 77 | -------------------------------------------------------------------------------- /fls_core.py: -------------------------------------------------------------------------------- 1 | from pyit2fls import IT2FS, trapezoid_mf, tri_mf, IT2FS_Gaussian_UncertMean, \ 2 | IT2FS_plot, IT2FLS, min_t_norm, max_s_norm, TR_plot, crisp 3 | from numpy import linspace 4 | from additional_risks import calc_additional_risks 5 | 6 | 7 | class PredictC19FLS: 8 | 9 | def __init__(self, cough_inp, fever_inp, breath_inp, age, env_inp, hypertension_inp, diabetes_inp, 10 | cardiovascular_inp, 11 | respiratory_inp, immune_inp): 12 | """ 13 | Takes inputs into the class and also generates the parameters for our FLS. 14 | 15 | Args: 16 | cough_inp (float): input value for Coughing 17 | fever_inp (float): input value for Fever 18 | breath_inp (float) : input value for Breathing Difficulty 19 | age (int): input value for age 20 | env_inp (bool): Status of patient's environment 21 | hypertension_inp (bool): Status of existing hypertension 22 | diabetes_inp (bool): Status of existing diabetes 23 | cardiovascular_inp (bool): Status of existing heart problems 24 | respiratory_inp (bool): Status of existing lung problems 25 | immune_inp (bool): Status of patient's immune system 26 | """ 27 | 28 | # Initialize the IT2FLS class from the library. 29 | self.myIT2FLS = IT2FLS() 30 | 31 | # Initialize input variables 32 | self.cough_inp = cough_inp 33 | self.fever_inp = fever_inp 34 | self.breath_inp = breath_inp 35 | self.age = age 36 | self.env_inp = env_inp 37 | self.hypertension_inp = hypertension_inp 38 | self.diabetes_inp = diabetes_inp 39 | self.cardiovascular_inp = cardiovascular_inp 40 | self.respiratory_inp = respiratory_inp 41 | self.immune_inp = immune_inp 42 | 43 | # Initializing linespace. Using 0.0 to 10.0 with 100 intervals in between for simplicity. 44 | self.severity = linspace(0.0, 10.0, 100) 45 | 46 | # For IT2FS_Gaussian_UncertMean, the parameters define: 47 | # 1 - The tip of the center point of the curve 48 | # 2 - The width of the lower curve (higher value = lower width) 49 | # 3 - The height of the lower curve (higher value = higher tip) 50 | # 4 - The height of the center point of the outer curve. 51 | 52 | # Set Parameters for Cough 53 | self.cough_neg = IT2FS(self.severity, trapezoid_mf, [0., 0.001, 3, 7, 1.0], 54 | tri_mf, [0, 0.001, 2, 0.5]) 55 | self.cough_pos = IT2FS(self.severity, trapezoid_mf, [5, 8, 9.999, 10, 1.0], 56 | tri_mf, [8.5, 9.999, 10, 0.5]) 57 | 58 | # Set Parameters for Fever 59 | self.fever_low = IT2FS_Gaussian_UncertMean(self.severity, [0, 2.65, 1, 1.0]) 60 | self.fever_mod = IT2FS_Gaussian_UncertMean(self.severity, [5, 2.65, 1, 1.0]) 61 | self.fever_high = IT2FS_Gaussian_UncertMean(self.severity, [10, 2.65, 1, 1.0]) 62 | 63 | # Set Parameters for Breathing Difficulty 64 | self.breath_diff_low = IT2FS_Gaussian_UncertMean(self.severity, [0, 1.75, 1, 1.0]) 65 | self.breath_diff_mod = IT2FS_Gaussian_UncertMean(self.severity, [5, 2.5, 1, 1.0]) 66 | self.breath_diff_extr = IT2FS_Gaussian_UncertMean(self.severity, [10, 1.75, 1, 1.0]) 67 | 68 | # Set Parameters for Additional Risks 69 | self.add_low = IT2FS_Gaussian_UncertMean(self.severity, [0, 5, 2, 1.0]) 70 | self.add_high = IT2FS_Gaussian_UncertMean(self.severity, [10, 5, 2, 1.0]) 71 | 72 | # Set Parameters for Overall Risk 73 | self.risk_low = IT2FS_Gaussian_UncertMean(self.severity, [0, 3, 1, 1.0]) 74 | self.risk_high = IT2FS_Gaussian_UncertMean(self.severity, [6.5, 2, 1, 1.0]) 75 | self.risk_veryhigh = IT2FS_Gaussian_UncertMean(self.severity, [10.7, 1, 1, 1.0]) 76 | 77 | def plot_fuzzy_curves(self, curve_name, *args): 78 | """ 79 | Plots the fuzzy curve for the given symptom. 80 | 81 | Args: 82 | curve_name (str): name of the symptom 83 | args (IT2FS_Gaussian_UncertMean): Fuzzy Curve objects. Pass as many of these as needed according to the 84 | parameters initialized. Expected 2 or 3 curves. 85 | 86 | """ 87 | 88 | # Set legends according to the input. Bit clumsy. 89 | if curve_name == "Cough": 90 | legends_list = ["Negative", "Positive"] 91 | elif curve_name == "Fever" or curve_name == "Breath Difficulty": 92 | legends_list = ["Low", "Moderate", "High"] 93 | elif curve_name == "Additional Risks": 94 | legends_list = ["Low", "High"] 95 | elif curve_name == "Risk": 96 | legends_list = ["Low", "High", "Very High"] 97 | else: 98 | legends_list = [str(i) for i in range(len(args))] 99 | 100 | # Plot Curve 101 | IT2FS_plot( 102 | *args, 103 | title=curve_name, 104 | legends=legends_list, 105 | ) 106 | 107 | def set_rules(self): 108 | """ 109 | Sets the rules for the FLS. Modify this function to test your own rules. 110 | """ 111 | 112 | # Add each input we need. 113 | self.myIT2FLS.add_input_variable("cough") 114 | self.myIT2FLS.add_input_variable("fever") 115 | self.myIT2FLS.add_input_variable("breath") 116 | self.myIT2FLS.add_input_variable("add") 117 | self.myIT2FLS.add_output_variable("risk") 118 | 119 | # Adding Rules one by one. Bit clumsy. 120 | self.myIT2FLS.add_rule([("cough", self.cough_neg), ("fever", self.fever_low), ("breath", self.breath_diff_low), 121 | ("add", self.add_low)], 122 | [("risk", self.risk_low)]) 123 | self.myIT2FLS.add_rule([("cough", self.cough_pos), ("fever", self.fever_mod), ("breath", self.breath_diff_low), 124 | ("add", self.add_low)], 125 | [("risk", self.risk_low)]) 126 | self.myIT2FLS.add_rule([("cough", self.cough_neg), ("fever", self.fever_high), ("breath", self.breath_diff_low), 127 | ("add", self.add_low)], 128 | [("risk", self.risk_low)]) 129 | self.myIT2FLS.add_rule([("cough", self.cough_neg), ("fever", self.fever_high), ("breath", self.breath_diff_low), 130 | ("add", self.add_high)], 131 | [("risk", self.risk_low)]) 132 | self.myIT2FLS.add_rule([("cough", self.cough_neg), ("fever", self.fever_mod), ("breath", self.breath_diff_extr), 133 | ("add", self.add_low)], 134 | [("risk", self.risk_high)]) 135 | self.myIT2FLS.add_rule([("cough", self.cough_neg), ("fever", self.fever_high), ("breath", self.breath_diff_mod), 136 | ("add", self.add_low)], 137 | [("risk", self.risk_high)]) 138 | self.myIT2FLS.add_rule([("cough", self.cough_pos), ("fever", self.fever_mod), ("breath", self.breath_diff_mod), 139 | ("add", self.add_high)], 140 | [("risk", self.risk_veryhigh)]) 141 | self.myIT2FLS.add_rule([("cough", self.cough_pos), ("fever", self.fever_mod), ("breath", self.breath_diff_extr), 142 | ("add", self.add_high)], 143 | [("risk", self.risk_veryhigh)]) 144 | self.myIT2FLS.add_rule([("cough", self.cough_pos), ("fever", self.fever_mod), ("breath", self.breath_diff_mod), 145 | ("add", self.add_high)], 146 | [("risk", self.risk_veryhigh)]) 147 | self.myIT2FLS.add_rule([("cough", self.cough_pos), ("fever", self.fever_high), ("breath", self.breath_diff_extr), 148 | ("add", self.add_high)], 149 | [("risk", self.risk_veryhigh)]) 150 | 151 | def calculate_probability(self): 152 | """ 153 | Calculates the probability of an C19 infection based on the rules and inputs. 154 | 155 | Return: 156 | probability (int): probability of a C19 infection based on visible symptoms 157 | """ 158 | 159 | # Converts additional risks into a single input. 160 | add_inp = calc_additional_risks(self.age, self.env_inp, self.hypertension_inp, self.diabetes_inp, 161 | self.cardiovascular_inp, self.respiratory_inp, 162 | self.immune_inp) 163 | 164 | # Plots individual fuzzy curves. Comment out if not necessary. 165 | self.plot_fuzzy_curves("Cough", self.cough_neg, self.cough_pos) 166 | self.plot_fuzzy_curves("Fever", self.fever_low, self.fever_mod, self.fever_high) 167 | self.plot_fuzzy_curves("Breath Difficulty", self.breath_diff_low, self.breath_diff_mod, self.breath_diff_extr) 168 | self.plot_fuzzy_curves("Additional Risks", self.add_low, self.add_high) 169 | self.plot_fuzzy_curves("Risk", self.risk_low, self.risk_high, self.risk_veryhigh) 170 | 171 | # Evaluates and outputs the results of the Fuzzy Curve 172 | it2out, tr = self.myIT2FLS.evaluate( 173 | {"cough": self.cough_inp, "fever": self.fever_inp, "breath": self.breath_inp, "add": add_inp}, 174 | min_t_norm, max_s_norm, self.severity, 175 | method="Centroid", algorithm="EKM") 176 | print(tr) 177 | print(it2out) 178 | 179 | # Plots output curve after evaluation 180 | it2out["risk"].plot(title="Type-2 output MF converted to Type-1") 181 | TR_plot(self.severity, tr["risk"]) 182 | 183 | # Extract the final computed result for probability 184 | probability = int((crisp(tr["risk"])) * 10) 185 | print("Chance of C19 Infection: ", str(probability) + "%") 186 | 187 | return probability 188 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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Use with the GNU Affero General Public License. 553 | 554 | Notwithstanding any other provision of this License, you have 555 | permission to link or combine any covered work with a work licensed 556 | under version 3 of the GNU Affero General Public License into a single 557 | combined work, and to convey the resulting work. The terms of this 558 | License will continue to apply to the part which is the covered work, 559 | but the special requirements of the GNU Affero General Public License, 560 | section 13, concerning interaction through a network will apply to the 561 | combination as such. 562 | 563 | 14. Revised Versions of this License. 564 | 565 | The Free Software Foundation may publish revised and/or new versions of 566 | the GNU General Public License from time to time. 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If the Program does not specify a version number of the 576 | GNU General Public License, you may choose any version ever published 577 | by the Free Software Foundation. 578 | 579 | If the Program specifies that a proxy can decide which future 580 | versions of the GNU General Public License can be used, that proxy's 581 | public statement of acceptance of a version permanently authorizes you 582 | to choose that version for the Program. 583 | 584 | Later license versions may give you additional or different 585 | permissions. However, no additional obligations are imposed on any 586 | author or copyright holder as a result of your choosing to follow a 587 | later version. 588 | 589 | 15. Disclaimer of Warranty. 590 | 591 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY 592 | APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT 593 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY 594 | OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, 595 | THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR 596 | PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM 597 | IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF 598 | ALL NECESSARY SERVICING, REPAIR OR CORRECTION. 599 | 600 | 16. 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Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /data/NovelDataset.csv: -------------------------------------------------------------------------------- 1 | id,case_in_country,reporting date,,summary,location,country,gender,age,symptom_onset,If_onset_approximated,hosp_visit_date,exposure_start,exposure_end,visiting Wuhan,from Wuhan,death,recovered,Symptoms,source,link 2 | 195,,1/27/2020,,"new recovered COVID-19 pneumonia patient in Hubei, Huanggang: female, 28, HCW, symptom onset on 01/07/2020, hospitalized on 01/10/2020, recovered on 01/23/2020.",Hubei,China,female,28,1/7/2020,0,1/10/2020,NA,NA,0,1,0,1,"feaver, cough, difficult in breathing",人民日报,https://m.weibo.cn/status/4465382079294013? 3 | 196,,1/27/2020,,"new recovered COVID-19 pneumonia patient in Hubei, Huanggang: female, 51, hospitalized on 01/11/2020, recovered on 01/22/2020.",Hubei,China,female,51,NA,NA,1/11/2020,NA,NA,0,1,0,1,"feaver, cough, difficult in breathing",人民日报,https://m.weibo.cn/status/4465382079294013? 4 | 197,,1/27/2020,,"new recovered COVID-19 pneumonia patient in Shandong, male, 37, resident of Wuhan, works in Qingdao, Shandong, symptom onset on 01/17/2020, hospitalized on 01/17/2020, recovered on 01/21/2020.",Shandong,China,male,37,NA,NA,1/17/2020,NA,NA,0,1,0,1,fever,人民日报,https://m.weibo.cn/status/4465385308652598? 5 | 237,1,1/15/2020,,"new confirmed COVID-19 patient in Japan: male, in his 30s, Kanagawa resident, symptom onset 1/3/2020 in Wuhan (fever), returned to Japan 1/6/2020 and hospitalized, went to medical institution on 1/6/2020 and hospitalized 1/10/2020, recovered and discharged on 1/15/2020, in close contact with infected people",Kanagawa,Japan,male,35,1/3/2020,0,1/6/2020,NA,1/6/2020,1,0,0,1/15/2020,fever,HK World-Japan,https://www3.nhk.or.jp/nhkworld/en/news/20200116_23/ 6 | 241,5,1/28/2020,,"new confirmed COVID-19 patient in Japan: male, in his 40s, Wuhan resident, developed pneumonia and in hospital in Aichi, arrived 1/20/2020, symptom onset 1/22/2020 (fever), visited medical institution in Aichi Prefecture on 1/26/2020",Aichi Prefecture,Japan,male,45,1/22/2020,0,1/26/2020,NA,1/20/2020,0,1,0,0,fever,Kyodo News,https://english.kyodonews.net/news/2020/01/e8f47252a245-urgent-japan-sees-1st-coronavirus-case-not-linked-to-recent-travel-to-china.html 7 | 242,6,1/28/2020,,"new confirmed COVID-19 patient in Japan: 1/28-No.1, male, in his 60s, lives in Nara Prefecture, did not travel to Wuhan but drove buses with tour groups from Wuhan from 1/8/2020-1/16/2020, first Japanese confirmed, diagnosed with pneumonia 1/25/2020 and hospitalized on 1/17/2020, symptom onset 1/14/2020 (cough, chills, joint pain)",Nara Prefecture,Japan,male,65,1/14/2020,0,1/17/2020,1/8/2020,1/16/2020,0,0,0,0,"cough, chills, joint pain",Kyodo News,https://english.kyodonews.net/news/2020/01/e8f47252a245-urgent-japan-sees-1st-coronavirus-case-not-linked-to-recent-travel-to-china.html 8 | 243,7,1/28/2020,,"new confirmed COVID-19 patient in Japan: female, in her 40s, Wuhan resident, diagnosed with pneumonia at medical institution in Hokkaido on 1/27/2020, arrived in Japan 1/21/2020, developed fever, confirmed 1/28/2020, symptom onset 1/26/2020 (cough, fever)",Hokkaido,Japan,female,45,1/26/2020,0,1/27/2020,NA,1/21/2020,1,1,0,0,"fever, cough",Kyodo News,https://english.kyodonews.net/news/2020/01/e8f47252a245-urgent-japan-sees-1st-coronavirus-case-not-linked-to-recent-travel-to-china.html 9 | 244,8,1/29/2020,,"new confirmed COVID-19 patient in Japan: female, in her 40s, living in Osaka Prefecture, tour guide on bus driven by 1/28-No.1 full of Wuhan tourists from 1/12/2020-1/17/2020, never went to Wuhan herself, symptom onset 1/20/2020 (fever), first visited medical institution 1/20/2020",Osaka Prefecture,Japan,female,45,1/20/2020,0,1/20/2020,1/12/2020,1/17/2020,0,0,0,0,"fever, cough",NHK World-Japan,https://www3.nhk.or.jp/nhkworld/en/news/20200130_02/ 10 | 245,9,1/30/2020,,"new confirmed COVID-19 patient in Japan: male, in his 50s, arrived on first evacuation flight from China on 1/29/2020 from Wuhan, treated in special medical faculity, symptoms (throat pain, fever), Wuhan resident, symptom onset 1/29/2020",Tokyo,Japan,male,55,1/29/2020,0,NA,NA,1/29/2020,0,1,0,0,"throat pain, fever",Bangkok Post,https://www.bangkokpost.com/world/1846939/three-japanese-returnees-from-wuhan-infected-with-coronavirus 11 | 246,10,1/30/2020,,"new confirmed COVID-19 patient in Japan: male, in his 50s, foreign national, lives in Mie, stayed in Wuhan from 12/24/2020, returned to Japan 1/13/2020, symptom onset 1/25/2020 (fever), requested medical help on 1/27/2020",Mie,Japan,male,55,1/25/2020,0,1/27/2020,12/24/2019,1/13/2020,1,0,0,0,fever,NHK World-Japan,https://www3.nhk.or.jp/nhkworld/en/news/20200131_01/ 12 | 247,11,1/30/2020,,"new confirmed COVID-19 patient in Japan: female, in her 30s, Hunan resident, stayed in Wuhan 1/19/2020, arrived in Japan 1/20/2020, symptom onset 1/24/2020 (fever, cough), consulted medical institution on 1/24/2020, returned on 1/27/2020, hospitalized 1/30/2020",Japan,Japan,female,35,1/24/2020,0,1/24/2020,1/19/2020,1/20/2020,1,0,0,0,"fever, cough",NHK World-Japan,https://www3.nhk.or.jp/nhkworld/en/news/20200131_01/ 13 | 248,12,1/30/2020,,"new confirmed COVID-19 patient in Japan: female, in her 20s, Chinese student who lives in Kyoto, arrived in Japan 1/22/2020 from Wuhan, hospitalized 1/28/2020 (fever), stayed in Wuhan 1/16-1/22 and contacted person with cough on 1/17-1/18, symptom onset 1/23/2020 (cough, fever)",Kyoto,Japan,female,25,1/23/2020,0,1/28/2020,1/17/2020,1/18/2020,1,0,0,0,fever,NHK World-Japan,https://www3.nhk.or.jp/nhkworld/en/news/20200131_01/ 14 | 251,15,2/1/2020,,"new confirmed COVID-19 patient in Japan: male, in his 40s, symptom onset 1/26/2020 (fever, coughing), evacuated from Wuhan 1/29/2020, hospitalized 1/29/2020",Japan,Japan,male,45,1/26/2020,0,1/30/2020,NA,1/31/2020,1,0,0,0,"fever, cough",Reuters,https://www.reuters.com/article/us-china-health-japan/japan-confirms-three-more-citizens-evacuated-from-wuhan-test-positive-for-coronavirus-idUSKBN1ZW03V 15 | 253,17,2/4/2020,,"new confirmed COVID-19 patient in Japan: female, 30s, lives in Wuhan, symptom onset 1/30 (fever, runny nose), consulted medical instution in Chiba prefecture 1/31/2020, hospitalized",Chiba Prefecture,Japan,female,35,1/30/2020,0,1/31/2020,NA,NA,0,1,0,0,"fever, runny nose",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202001.html 16 | 254,18,2/4/2020,,"new confirmed COVID-19 patient in Japan: female, 50s, lives in Chiba prefecture, returned to Japan on 1/30 on second charter flight, symptom onset 1/31/2020 (fever, cough) at consultation, left for Wuhan 1/10/2020, had dinner with relative with cough on 1/19/2020",Chiba Prefecture,Japan,female,55,1/31/2020,0,1/31/2020,1/19/2020,1/19/2020,1,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202001.html 17 | 255,19,2/4/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, lives in Hubei, came to Japan on 1/22/2020, symptom onset 1/25/2020 (fever), went to medical instutition on 1/26/2020, returned to China on 1/30, same bus tour as fourth confirmed case in Japan",Japan,Japan,male,55,1/25/2020,0,1/26/2020,NA,1/22/2020,0,1,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202001.html 18 | 257,21,2/5/2020,,"new confirmed COVID-19 patient in Japan: male, in his 20s, in Kyoto, hospitalized 1/31/2020 after symptom onset 1/24/2020 (fever), quarantined at hospital, had not traveled to China, went to hospital 1/27/2020 and 1/29/2020 but no symptoms of pneumonia",Kyoto,Japan,male,25,1/24/2020,0,1/27/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202001.html 19 | 260,24,2/10/2020,,"new confirmed COVID-19 patient in Japan: male, 40s, lives in Saitama, returned to Japan on second charter flight 1/30, returned home 2/1, symptom onset 2/8 (fever), went to medical instutition 2/10",Japan,Japan,male,45,2/8/2020,0,2/10/2020,NA,1/30/2020,1,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 20 | 261,25,2/10/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, lives in Wuhan, returned to Japan on first charter flight 1/30, symptom onset 2/7 (fever, cough), hospitalized 2/7",Japan,Japan,male,55,2/7/2020,0,2/7/2020,NA,1/30/2020,0,1,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 21 | 263,27,2/13/2020,,"new confirmed COVID-19 patient in Japan: female, 80s, lives in Kanagawa, symptom onset 1/22 (fatigue), visited doctor 1/28, died 2/13",Kanagawa,Japan,female,85,1/22/2020,0,1/28/2020,NA,NA,0,0,2/13/2020,0,fatigue,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 22 | 264,28,2/13/2020,,"new confirmed COVID-19 patient in Japan: male, 70s, lives in Tokyo, symptom onset 1/29 (fever), went to medical instution 1/29, returned 2/3, went to other medical instutition 2/6 and hospitalized",Tokyo,Japan,male,75,1/29/2020,0,1/29/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 23 | 265,29,2/13/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, lives in Wakayama Prefecture, symptom onset 1/31 (fever, abdominal pain, diarrhea), visited doctor 2/8, hospitalization 2/10",Wakayama Prefecture,Japan,male,55,1/31/2020,0,2/8/2020,NA,NA,0,0,0,0,"fever, abdominal pain, diarrhea",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 24 | 266,30,2/13/2020,,"new confirmed COVID-19 patient in Japan: male, 20s, lives in Chiba Prefecture, symptom onset 2/2 (fever, cough), visited medical instutition 2/10, hospitalized for pneumonia 2/10",Chiba Prefecture,Japan,male,25,2/2/2020,0,2/10/2020,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 25 | 267,31,2/14/2020,,"new confirmed COVID-19 patient in Japan: male, 70s, symptom onset 2/1 (cold, fever), visited medical institution 2/6",Japan,Japan,male,75,2/1/2020,0,2/6/2020,NA,NA,0,0,2/28/2020,0,"cold, fever, pneumonia",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 26 | 268,32,2/14/2020,,"new confirmed COVID-19 patient in Japan: female, 60s, lives in Okinawa Prefecture, symptom onset 2/5 (cough, joint pain), visited medical institution 2/12",Okinawa Prefecture,Japan,female,65,2/5/2020,0,2/12/2020,NA,NA,0,0,0,0,"cough, joint pain",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 27 | 269,33,2/14/2020,,"new confirmed COVID-19 patient in Japan: female, 50s, lives in Tokyo, symptom onset 2/4 (vomiting, diarrhea, fever, cough), went to medical instutition on 2/7",Tokyo,Japan,female,55,2/4/2020,0,2/7/2020,NA,NA,0,0,0,0,"vomiting, diarrhea, fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 28 | 270,34,2/14/2020,,"new confirmed COVID-19 patient in Japan: male, 70s, lives in Tokyo, symptom onset 1/20 (fever, loss of appetite), visited doctor on 1/21, home medical treatment 1/22-1/26, symptoms worsened 1/27, contacted tourist from Wuhan on 1/15",Tokyo,Japan,male,75,1/20/2020,0,1/21/2020,NA,NA,0,0,0,0,"fever, loss of appetite",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 29 | 271,35,2/14/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, Aichi Prefecture, symptoms 2/3 (fever), visited doctor 2/8, went to medical instutition 2/13, went to Hawaii 1/28-2/7",Aichi Prefecture,Japan,male,65,2/3/2020,0,2/8/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 30 | 272,36,2/14/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, Hokkaido, symptom onset 1/31 (fever, cough, malaise), visited medical instutition on 2/3, returned 2/4, hospitalized 2/11",Hokkaido,Japan,male,55,1/31/2020,0,2//2020,NA,NA,0,0,0,0,"fever, cough, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 31 | 273,37,2/14/2020,,"new confirmed COVID-19 patient in Japan: male, 30s, Kanagawa Prefecture, symptom onset 2/11 (fever), hospitalized 2/10,",Kanagawa,Japan,male,35,2/11/2020,0,2/10/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 32 | 274,38,2/15/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, lives in Wakayama Prefecture, symptom onset 2/4 (fever), went to doctor 2/6, hospitalized 2/14, worked at medical instution where case 29 worked",Wakayama Prefecture,Japan,male,55,2/4/2020,0,2/6/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 33 | 275,39,2/15/2020,,"new confirmed COVID-19 patient in Japan: female, 50s, Wakayama, symptom onset 2/7 (fever, cough), married to case 38",Wakayama Prefecture,Japan,female,55,2/7/2020,0,NA,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 34 | 276,40,2/15/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, Wakayama Prefecture, contact of case 29, 50, 51",Wakayama Prefecture,Japan,male,65,NA,NA,NA,NA,NA,0,0,0,0,"fever, headache",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 35 | 280,44,2/16/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, symptoms (fatigue, difficulty breathing), went to party 1/18, from Tokyo",Tokyo,Japan,male,65,NA,NA,NA,NA,NA,0,0,0,0,"fatigue, difficulty breathing",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 36 | 281,45,2/16/2020,,"new confirmed COVID-19 patient in Japan: male, 30s, went to party 1/18, from Tokyo, symptom onset 2/3 (fever, malaise), home medical treatment 2/4, visited again 2/5, again on 2/8,",Tokyo,Japan,male,35,2/3/2020,0,2/4/2020,NA,NA,0,0,0,0,"fever, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 37 | 282,46,2/16/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, lives in Aichi Prefecture, symptom onset 2/15 (fever), went to get medical help 2/15, contact of case 43 and 53",Aichi Prefecture,Japan,male,65,2/15/2020,0,2/15/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 38 | 283,47,2/16/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, symptom onset 2/6 (fever, malaise), visited medical instutition 2/7, 2/10, 2/12, 2/13",Nara Prefecture,Japan,male,65,2/6/2020,0,2/7/2020,NA,NA,0,0,0,0,"fever, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 39 | 284,48,2/17/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, lives in Aichi Prefecture, symptom onset 2/17 (fever, malaise), consulted medical instutition 2/17, contact of case 44",Aichi Prefecture,Japan,male,65,2/17/2020,0,2/17/2020,NA,NA,0,0,0,0,"fever, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 40 | 287,51,2/17/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, lives in Wakayama, symptom onset 2/3 (fever), went to medical institution 2/4, 2/13",Wakayama Prefecture,Japan,male,55,2/3/2020,0,2/4/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 41 | 288,52,2/17/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, lives in Wakayama, symptom onset 2/7 (fever), went to medical institution 2/7, 2/14",Wakayama Prefecture,Japan,male,55,2/7/2020,0,2/7/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 42 | 289,53,2/17/2020,,"new confirmed COVID-19 patient in Japan: female, 40s, lives in Kanagawa Prefecture symptom onset 2/14 (fever, vomiting, diarrhea), went to medical consultation 2/14, worked at a hospital where infected patient was from 2/1-2/5",Wakayama Prefecture,Japan,female,45,2/14/2020,0,2/14/2020,NA,NA,0,0,0,0,"fever, vomiting, diarrhea",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 43 | 290,54,2/18/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, lives in Wakayama, hospitalized 2/11, symptom onset 2/16 (fever)",Wakayama Prefecture,Japan,male,65,2/16/2020,0,2/11/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 44 | 291,55,2/18/2020,,"new confirmed COVID-19 patient in Japan: male, 30s, lives in Wakayama, symptom onset 2/16 (fever), hospitalized 2/17",Wakayama Prefecture,Japan,male,35,2/16/2020,0,2/17/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 45 | 292,56,2/18/2020,,"new confirmed COVID-19 patient in Japan: male, 80s, lives in Tokyo, symptom onset 2/9 (fever, pneumonia)",Tokyo,Japan,male,85,2/9/2020,0,NA,NA,NA,0,0,2/26/2020,0,"fever, pneumonia",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 46 | 293,57,2/18/2020,,"new confirmed COVID-19 patient in Japan: male, 20s, symptom onset 2/7 (fever), Tokyo",Japan,Japan,male,25,2/7/2020,0,NA,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 47 | 294,58,2/18/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, symptom onset 2/5 (fever, cough, sputum, malaise), Tokyo",Japan,Japan,male,55,2/5/2020,0,NA,NA,NA,0,0,0,0,"fever, cough, sputum, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 48 | 297,61,2/19/2020,,"new confirmed COVID-19 patient in Japan: male, 70s, lives in Sagamihara City, admitted to medical instutution 2/10, surgery 2/12, symptom onset 2/14 (fever, cough), infection found in same room 2/18",Sagamihara,Japan,male,75,2/14/2020,0,NA,2/10/2020,2/18/2020,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09643.html 49 | 298,62,2/19/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, lives in Kanagawa Prefecture, symptom onset 2/3 (fever), went to medical instutition 2/5, again 2/8, 2/10, hospitalized 2/13",Kanagawa,Japan,male,65,2/3/2020,0,2/5/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09643.html 50 | 299,63,2/19/2020,,"new confirmed COVID-19 patient in Japan: male, 40s, Sapporo, symptom onset 2/8 (fatigue, muscle pain, joint pain, fever), visited medical instutition 2/13, 2/15, 2/17, admitted 2/19",Sapporo,Japan,male,45,2/8/2020,0,2/13/2020,NA,NA,0,0,0,0,"fatigue, muscle pain, joint pain, fever",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09643.html 51 | 300,64,2/19/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, Hokkaido, symptom onset 2/3 (fever, sore throat), visited medical instutition 2/7, 2/13, 2/14, hospitalized 2/18",Hokkaido,Japan,male,65,2/3/2020,0,2/7/2020,NA,NA,0,0,0,0,"fever, sore throat",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09643.html 52 | 301,65,2/19/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, Okinawa, symptom onset 2/11 (fever, breathlessness, malaise), consultation 2/18",Okinawa Prefecture,Japan,male,65,2/11/2020,0,2/18/2020,NA,NA,0,0,0,0,"fever, breathlessness, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09643.html 53 | 302,66,2/19/2020,,"new confirmed COVID-19 patient in Japan: male, 70s, Tokyo, symptom onset 2/4 (cough, malaise, shortness of breath)",Tokyo,Japan,male,75,2/4/2020,0,NA,NA,NA,0,0,0,0,"cough, malaise, shortness of breath",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09643.html 54 | 303,67,2/19/2020,,"new confirmed COVID-19 patient in Japan: female, 70s, Tokyo, symptom onset 2/4 (cough, malaise, shortness of breath)",Tokyo,Japan,female,75,2/4/2020,0,NA,NA,NA,0,0,0,0,"cough, malaise, shortness of breath",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09643.html 55 | 304,68,2/19/2020,,"new confirmed COVID-19 patient in Japan: female, 70s, Tokyo, symptom onset 2/3 (cough, sputum, dyspnea)",Tokyo,Japan,female,75,2/3/2020,0,NA,NA,NA,0,0,0,0,"cough, sputum, dyspnea",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09643.html 56 | 305,69,2/19/2020,,"new confirmed COVID-19 patient in Japan: female, 50s, Nagoya City, symptom onset 2/17 (fever, malaise), went to medical instutition 2/17, again 2/18 and hospitalized, has traveled to Wuhan before onset",Nagoya City,Japan,female,55,2/17/2020,0,2/17/2020,NA,NA,0,0,0,0,"fever, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09643.html 57 | 307,71,2/20/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, Fukuoka Prefecture, symptom onset 2/13 (fever, pneumonia), went to medical institution 2/13, returned 2/19",Fukuoka Prefecture,Japan,male,65,2/13/2020,0,2/13/2020,NA,NA,0,0,0,0,"fever, pneumonia",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 58 | 309,73,2/20/2020,,"new confirmed COVID-19 patient in Japan: female, 70s, Chiba, symptom onset 2/14 (fever), went to medical instutition 2/15, transferred to airport 2/16, went to tour 2/16-2/18, visited medical instution 2/18, visited other instutition 2/19, hospitalized 2/20",Chiba Prefecture,Japan,female,75,2/14/2020,0,2/15/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 59 | 310,74,2/20/2020,,"new confirmed COVID-19 patient in Japan: male, 80s, Okinawa, symptom onset 2/6 (fever, malaise, diarrhea, cough), hospitalized 2/17",Okinawa Prefecture,Japan,male,85,2/6/2020,0,2/17/2020,NA,NA,0,0,0,0,"fever, malaise, diarrhea, cough",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 60 | 313,77,2/20/2020,,"new confirmed COVID-19 patient in Japan: male, 80s, Nagoya, symptom onset 2/19 (fever), medical consultation 2/19, hospitalized,",Nagoya City,Japan,male,85,2/19/2020,0,2/19/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 61 | 314,78,2/20/2020,,"new confirmed COVID-19 patient in Japan: male, 80s, Sagamihara, hospitalized 1/11, symptom onset 2/14 (fever)",Sagamihara,Japan,male,85,2/14/2020,0,NA,1/11/2020,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 62 | 316,80,2/21/2020,,"new confirmed COVID-19 patient in Japan: male, under 10 years, Hokkaido, symptom onset 2/15 (fever), medical consultation 2/17, 2/18, 2/19",Hokkaido,Japan,male,5,2/15/2020,0,2/17/2020,NA,NA,0,0,0,12/30/1899,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 63 | 318,82,2/21/2020,,"new confirmed COVID-19 patient in Japan: female, 40s, Hokkaido, symptom onset 2/16 (fever), went to medical instutition 2/18",Hokkaido,Japan,female,45,2/16/2020,0,2/18/2020,NA,NA,0,0,0,12/30/1899,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 64 | 319,83,2/21/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, Ishikawa, symptom onset 2/16 (fever), went to medical institution 2/16, again on 2/17, 2/19, 2/20",Ishikawa,Japan,male,55,2/16/2020,0,2/16/2020,NA,NA,0,0,0,12/30/1899,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 65 | 321,85,2/21/2020,,"new confirmed COVID-19 patient in Japan: female, 50s, Tokyo, symptom onset 2/10 (fever, cough, sputum)",Tokyo,Japan,female,55,2/10/2020,0,NA,NA,NA,0,0,0,12/30/1899,"fever, cough, sputum",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 66 | 322,86,2/21/2020,,"new confirmed COVID-19 patient in Japan: female, 70s, Tokyo, symptom onset 2/1 (fever, cough, malaise)",Tokyo,Japan,female,75,2/1/2020,0,NA,NA,NA,0,0,0,12/30/1899,"fever, cough, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 67 | 323,87,2/21/2020,,"new confirmed COVID-19 patient in Japan: female, 50s, Tokyo, symptom onset 2/4 (fatigue)",Tokyo,Japan,female,55,2/4/2020,0,NA,NA,NA,0,0,0,12/30/1899,fatigue,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 68 | 324,88,2/21/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, Chiba, symptom onset 2/6 (fatigue, loss of appetite), went to check-up on 2/9, visited another medical instutition 2/19, re-examined 2/20, admitted 2/21",Chiba Prefecture,Japan,male,65,2/6/2020,0,2/9/2020,NA,NA,0,0,0,12/30/1899,"fatigue, loss of appetite",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 69 | 326,90,2/21/2020,,"new confirmed COVID-19 patient in Japan: male, 70s, Nagoya City, symptom onset 2/19 (fever, cough), went to medical consultation 2/21",Nagoya City,Japan,male,75,2/19/2020,0,2/21/2020,NA,NA,0,0,0,12/30/1899,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 70 | 327,91,2/21/2020,,"new confirmed COVID-19 patient in Japan: female, 20s, Nagoya City, symptom onset 2/20 (fever, cough, breathlessness), visited medical center 2/21",Nagoya City,Japan,female,25,2/20/2020,0,2/21/2020,NA,NA,0,0,0,12/30/1899,"fever, cough, breathlessness",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09652.html 71 | 328,92,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 20s, Kumamoto city, symptom onset 2/17 (cough, fever, headache, nausea, vomiting, diarrhea), visited doctor 2/18, another doctor 2/19",Kumamoto City,Japan,female,25,2/17/2020,0,2/18/2020,NA,NA,0,0,0,0,"cough, fever, headache, nausea, vomiting, diarrhea",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 72 | 329,93,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, Kumamoto city, symptom onset 2/20 (cough, fever), admitted to infectious disease institution 2/21",Kumamoto City,Japan,male,55,2/20/2020,0,2/21/2020,NA,NA,0,0,0,0,"cough, fever",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 73 | 330,94,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, kumamoto prefecture, symptom onset 2/15 (fatigue, cold, fever, vomiting), visited doctor 2/19, went again 2/21, visited Hokkaido 2/2-2/10",Kumamoto Prefecture,Japan,male,65,2/15/2020,0,2/19/2020,NA,NA,0,0,0,0,"fatigue, cold, fever, vomiting",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 74 | 331,95,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 40s, Wakayama, symptom onset 2/2 (fever, fatigue, cough, diarrhea), went to doctor 2/2, again 2/3, again 2/6, 2/17",Wakayama Prefecture,Japan,male,45,2/2/2020,0,2/2/2020,NA,NA,0,0,0,0,"fever, fatigue, cough, diarrhea",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 75 | 332,96,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 60s, Chiba, symptom onset 2/12 (nausea), went to doctor, worked 2/13-2/19, cough appeared 2/18, went back to doctor 2/18, fever 2/21",Chiba Prefecture,Japan,female,65,2/12/2020,0,2/12/2020,NA,NA,0,0,0,0,nausea,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 76 | 333,97,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 50s, symptom onset 2/16 (fatigue, joint pain, fever), came home 2/18, went to doctor 2/19, moved to another hospital 2/21",Japan,Japan,female,55,2/16/2020,0,2/19/2020,NA,NA,0,0,0,0,"fatigue, joint pain, fever",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 77 | 334,98,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 70s, Hokkaido, symptom onset 2/6 (cough, sputum), fever 2/9, sore throat and malaise 2/10, hospitalized 2/10",Hokkaido,Japan,female,75,2/6/2020,0,2/10/2020,NA,NA,0,0,0,0,"cough, sputum",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 78 | 335,99,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 80s, Hokkaido, symptom onset 2/3 (difficulty breathing), hospitalized 2/3",Hokkaido,Japan,male,85,2/3/2020,0,2/3/2020,NA,NA,0,0,2/27/2020,0,difficulty breathing,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 79 | 336,100,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 70s, Hokkaido, symptom onset 2/16 (fever, cough, malaise), fever 2/17, fever 2/19, went to doctor 2/20",Hokkaido,Japan,male,75,2/16/2020,0,2/20/2020,NA,NA,0,0,0,0,"fever, cough, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 80 | 338,102,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, Hokkaido, symptom onset 2/10 (fever), went to doctor 2/10, fever 2/17, went to another doctor 2/19",Hokkaido,Japan,male,65,2/10/2020,0,2/10/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 81 | 339,103,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 50s, Hokkaido, symptom onset 2/15 (fatigue), visited doctor 2/16 due to malaise and headache, another doctor 2/19",Hokkaido,Japan,female,55,2/15/2020,0,2/16/2020,NA,NA,0,0,0,0,"fatigue, malaise, headache",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 82 | 340,104,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 10s, Hokkaido, symptom onset 2/6 (fever), went to doctor 2/7, another doctor 2/10, fever, sore throat, and malaise 2/18, visited another doctor 2/20, went to Tokyo 2/3-2/6",Hokkaido,Japan,female,15,2/6/2020,0,2/7/2020,NA,NA,0,0,0,0,"fever, sore throat, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 83 | 341,105,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 50s, Hokkaido, symptom onset 2/13 (sore throat), cough and fever 2/15, went to doctor 2/15, again 2/17, another doctor 2/20, a third doctor 2/21",Hokkaido,Japan,female,55,2/13/2020,0,2/15/2020,NA,NA,0,0,0,0,"sore throat, cough, fever",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 84 | 342,106,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, symptom onset 2/12 (fever, cough), Tokyo",Tokyo,Japan,male,65,2/12/2020,0,NA,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 85 | 343,107,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 60s, symptom onset 2/19 (fever, nasal discharge, headache), went to doctor 2/21, Nagoya City",Nagoya City,Japan,female,65,2/19/2020,0,2/21/2020,NA,NA,0,0,0,0,"fever, nasal discharge, headache",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 86 | 344,108,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 40s, symptom onset 2/20 (fever), went to doctor 2/21, Nagoya City",Nagoya City,Japan,female,46,2/20/2020,0,2/21/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 87 | 345,109,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, symptom onset 2/20 (fever, cough, malaise), went to doctor 2/21, Nagoya City",Nagoya City,Japan,male,65,2/20/2020,0,2/21/2020,NA,NA,0,0,0,0,"fever, cough, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 88 | 346,110,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 60s, symptom onset 2/20 (fever), went to doctor 2/21, Nagoya City",Nagoya City,Japan,male,65,2/20/2020,0,2/21/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 89 | 347,111,2/22/2020,,"new confirmed COVID-19 patient in Japan: female, 60s, returned home after disembarking from Diamond Princess 2/19, symptom onset 2/21 (fever), visited center 2/22, Tochigi prefecture",Japan,Japan,female,65,2/21/2020,0,2/22/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 90 | 348,112,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, lives in Sagamihara City, symptom onset 2/16 (fever), visited doctor 2/17 for fever and headache, fever 2/18, returned 2/19, visited another doctor 2/21 and hospitalized",Sagamihara,Japan,male,55,2/16/2020,0,2/17/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 91 | 349,113,2/22/2020,,"new confirmed COVID-19 patient in Japan: male, 50s, Hokkaido, symptom onset 2/17 (fever, difficulty breathing), went to doctor 2/18 and 2/19, fever 2/21 so visited second doctor, third doctor 2/21",Hokkaido,Japan,male,55,2/17/2020,0,2/18/2020,NA,NA,0,0,0,0,"fever, difficulty breathing",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 92 | 351,115,2/23/2020,,"new confirmed COVID-19 patient in Japan: female, 70s, symptom onset 2/22 (fever), visited doctor 2/22, Nagoya City",Nagoya City,Japan,female,75,2/22/2020,0,2/22/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 93 | 352,116,2/23/2020,,"new confirmed COVID-19 patient in Japan: male, 70s, symptom onset 2/21 (fever, cough), visited doctor 2/22, Nagoya City",Nagoya City,Japan,male,75,2/21/2020,0,2/22/2020,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 94 | 353,117,2/23/2020,,"new confirmed COVID-19 patient in Japan: male, 40s, symptom onset 2/12 (joint pain, muscle pain), business trip to Hiroshima 2/12, business trip to Gifu 2/13, cough and malaise 2/14, returned home from Gifu 2/14, worked in Tokyo 2/17-2/18, fever 2/18, visited doctor 2/18, re-examined 2/19, visited another hospital and hospitalized 2/21, Chiba",Chiba Prefecture,Japan,male,45,2/12/2020,0,2/18/2020,NA,NA,0,0,0,0,"joint pain, muscle pain, cough, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 95 | 363,127,2/23/2020,,"new confirmed COVID-19 patient in Japan: Sagamihara City, male, 50s, symptom onset 2/16, went to doctor 2/17 due to fever and headache, went to doctor again on 2/19 due to fever and malaise, went to another doctor 2/21 due to severe fever and headache",Sagamihara,Japan,male,55,2/16/2020,0,2/17/2020,NA,NA,0,0,0,0,"fever, headache",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 96 | 364,128,2/24/2020,,"new confirmed COVID-19 patient in Japan: Ishikawa Prefecture, male, 60s, symptom onset 2/16 (fever, sore throat), visited doctor 2/17, visited another doctor 2/19 and 2/22, visited fourth doctor 2/23",Ishikawa,Japan,male,65,2/16/2020,0,2/17/2020,NA,NA,0,0,0,0,"fever, sore throat",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 97 | 365,129,2/24/2020,,"new confirmed COVID-19 patient in Japan: Sapporo City, female, 70s, symptom onset 2/21 (fever, cough), visited medical institution 2/22, visited hospital 2/23",Sapporo,Japan,female,75,2/21/2020,0,2/22/2020,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 98 | 366,130,2/24/2020,,"new confirmed COVID-19 patient in Japan: Sapporo City, male, 50s, symptom onset 2/14 (chills), visited doctor 2/17, slight fever, runny nose, nausea 2/17, re-examined 2/19 and 2/21, went to hospital 2/23",Sapporo,Japan,male,55,2/14/2020,0,2/17/2020,NA,NA,0,0,0,0,chills,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 99 | 367,131,2/24/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, female, 20s, symptom onset 2/18 (fever), went to doctor 2/23",Hokkaido,Japan,female,25,2/18/2020,0,2/23/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 100 | 368,132,2/24/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 50s, symptom onset 2/17 (cough), fever 2/20, went to doctor 2/20, went to second doctor 2/23",Hokkaido,Japan,male,55,2/17/2020,0,2/20/2020,NA,NA,0,0,0,0,cough,Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 101 | 369,133,2/24/2020,,"new confirmed COVID-19 patient in Japan: Kanagawa Prefecture, male, 50s, symptom onset 2/14 (fever), went to doctor 2/17, visited second doctor 2/19, fever, respiratory distress, and malaise increased 2/23, went to second doctor 2/23, transferred to third institution and hospitalized",Kanagawa,Japan,male,55,2/14/2020,0,2/17/2020,NA,NA,0,0,0,0,"fever, respiratory distress",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 102 | 370,134,2/24/2020,,"new confirmed COVID-19 patient in Japan: Tokyo, male, 40s, symptom onset 2/13 (Fever, malaise)",Tokyo,Japan,male,45,2/13/2020,0,NA,NA,NA,0,0,0,0,"fever, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 103 | 371,135,2/24/2020,,"new confirmed COVID-19 patient in Japan: Tokyo, male, 50s, symptom onset 2/19 (Fever, malaise)",Tokyo,Japan,male,55,2/19/2020,0,NA,NA,NA,0,0,0,0,"fever, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 104 | 372,136,2/24/2020,,"new confirmed COVID-19 patient in Japan: Tokyo, male, 30s, symptom onset 2/18 (fever, sore throat)",Tokyo,Japan,male,35,2/18/2020,0,NA,NA,NA,0,0,0,0,"fever, sore throat",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 105 | 373,137,2/24/2020,,"new confirmed COVID-19 patient in Japan: Sagamihara City, female, 50s, symptom onset 2/20 (mild cough, sputum, throat discomfort), husband diagnosed 2/22",Sagamihara,Japan,female,55,2/20/2020,0,NA,NA,NA,0,0,0,0,"mild cough, sputum, throat discomfort",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 106 | 374,138,2/24/2020,,"new confirmed COVID-19 patient in Japan: Sagamihara City, female, 20s, symptom onset 2/21 (cough, sneeze), father diagnosed 2/22",Sagamihara,Japan,female,25,2/21/2020,0,NA,NA,NA,0,0,0,0,"cough, sneeze",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 107 | 375,139,2/24/2020,,"new confirmed COVID-19 patient in Japan: Sagamihara City, female, 20s, symptom onset 2/19, visited doctor 2/19, re-examined 2/20 due to fever, chills, joint pain, heavy head, throat discomfort",Sagamihara,Japan,female,25,2/19/2020,0,2/19/2020,NA,NA,0,0,0,0,"fever, chills, joint pain, heavy head",Ministry of Health,https://www.mhlw.go.jp/stf/newpage_09713.html 108 | 376,140,2/25/2020,,"new confirmed COVID-19 patient in Japan: Nagano Prefecture, male, 60s, stayed in Hokkaido 2/14-2/17, stayed in Tokyo 2/17-2/19, symptom onset 2/20 (fatigue), fever on 2/21, went to doctor on 2/21, went to health center 2/23, fever 2/24, hospitalized 2/24",Nagano Prefecture,Japan,male,65,2/20/2020,0,2/21/2020,NA,NA,0,0,0,0,"fatigue, fever",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 109 | 377,141,2/25/2020,,"new confirmed COVID-19 patient in Japan: Kumamoto City, male, 50s, sore throat since 2/20, went to public health center 2/24",Kumamoto City,Japan,male,55,2/20/2020,0,2/24/2020,NA,NA,0,0,0,0,sore throat,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 110 | 378,142,2/25/2020,,"new confirmed COVID-19 patient in Japan: Kumamoto City, female, 60s, symptom onset 2/25 (fever), went to health center 2/25",Kumamoto City,Japan,female,65,2/25/2020,0,2/25/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 111 | 379,143,2/25/2020,,"new confirmed COVID-19 patient in Japan: Sapporo City, female, 60s, symptom onset 2/17 (fever), visited doctor 2/17, re-examined 2/18, visited again 2/21, medical examination 2/24",Sapporo,Japan,female,65,2/17/2020,0,2/17/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 112 | 381,145,2/25/2020,,"new confirmed COVID-19 patient in Japan: Nagoya City, female, 70s, fever 2/20, hospitalized 2/21",Nagoya City,Japan,female,75,2/20/2020,0,2/21/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 113 | 382,146,2/25/2020,,"new confirmed COVID-19 patient in Japan: Nagoya City, female, 70s, fever and cough 2/23, went to doctor 2/23",Nagoya City,Japan,female,75,2/23/2020,0,2/23/2020,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 114 | 383,147,2/25/2020,,"new confirmed COVID-19 patient in Japan: Nagoya City, female, 40s, fever and runny nose 2/23, went to doctor 2/23",Nagoya City,Japan,female,45,2/23/2020,0,2/23/2020,NA,NA,0,0,0,0,"fever, runny nose",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 115 | 384,148,2/26/2020,,"new confirmed COVID-19 patient in Japan: Chiba Prefecture, male, 50s, fever 2/22, visited doctor 2/25, on Diamond Princess 2/12-2/18 as part of diaster team doctor",Chiba Prefecture,Japan,male,55,2/22/2020,0,2/25/2020,2/12/2020,2/18/2020,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 116 | 385,149,2/26/2020,,"new confirmed COVID-19 patient in Japan: Chiba Prefecture, male, 60s, fever 2/22, went to doctor 2/24, hospitalized 2/25, passenger on cruise ship diamond princess, tested negative 2/16, disembarked 2/20",Chiba Prefecture,Japan,male,65,2/22/2020,0,2/24/2020,NA,2/20/2020,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 117 | 386,150,2/26/2020,,"new confirmed COVID-19 patient in Japan: Chiba Prefecture, male, 70s, fever 2/12, on Diamond Princess and tested negative 2/14, disembarked 2/21, fever 2/21 during follow-up at health center, visited doctor 2/25 and hospitalized",Chiba Prefecture,Japan,male,75,2/12/2020,0,NA,NA,2/21/2020,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 118 | 387,151,2/26/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 20s, headache and fever 2/17, fever and malaise 2/18, went to doctor 2/18, again 2/20, hospitalized 2/24",Hokkaido,Japan,male,25,2/17/2020,0,2/18/2020,NA,NA,0,0,0,0,"headache, fever, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 119 | 388,152,2/26/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, female, 20s, sore throat 2/19, fever 2/21, went to doctor 2/24, traveling to Osaka early February",Hokkaido,Japan,female,25,2/19/2020,0,2/24/2020,NA,NA,0,0,0,0,"sore throat, fever",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 120 | 389,153,2/26/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 70s, during hospitalization, fever 2/23",Hokkaido,Japan,male,75,2/23/2020,0,NA,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 121 | 390,154,2/26/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, symptom onset 2/16 (cough), hospitalized 2/17, died 2/25",Hokkaido,Japan,NA,NA,2/16/2020,0,2/17/2020,NA,NA,0,0,2/25/2020,0,cough,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 122 | 391,155,2/26/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, female, 70s, fever and malaise 2/17, went to doctor 2/20, emergency transport to hospital 2/24",Hokkaido,Japan,female,75,2/17/2020,0,2/20/2020,NA,NA,0,0,0,0,"fever, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 123 | 392,156,2/26/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, female, 70s, fever and cough 2/16, went to doctor 2/16, returned 2/25",Hokkaido,Japan,female,75,2/16/2020,0,2/16/2020,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 124 | 393,157,2/26/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 40s, visited doctor due to fever and cough 2/24",Hokkaido,Japan,male,45,2/24/2020,0,2/24/2020,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 125 | 394,158,2/26/2020,,"new confirmed COVID-19 patient in Japan: Kanagawa, male, 60s, identified as close contact and tested 2/25, hospitalized 2/26, now has fever, cough, malaise",Kanagawa,Japan,male,65,NA,NA,2/26/2020,NA,NA,0,0,0,0,"fever, cough, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 126 | 395,159,2/26/2020,,"new confirmed COVID-19 patient in Japan: Osaka, female, 40s, went to doctor 2/6 with cough, again 2/13, 2/19 throat discomfort and chest pain, went to doctor 2/21, 2/22, 2/25",Osaka Prefecture,Japan,female,45,2/6/2020,0,2/6/2020,NA,NA,0,0,0,0,"throat discomfort, cough, chest pain",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 127 | 396,160,2/26/2020,,"new confirmed COVID-19 patient in Japan: Tokyo, male, 80s, symptom onset 2/22 (fever, cough, sputum, dyspnea)",Tokyo,Japan,male,85,2/22/2020,0,NA,NA,NA,0,0,0,0,"fever, cough, sputum, dyspnea",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 128 | 397,161,2/26/2020,,"new confirmed COVID-19 patient in Japan: Tokyo, male, 70s, symptom onset 2/12 (fever, cough, sputum, dyspnea)",Tokyo,Japan,male,75,2/12/2020,0,NA,NA,NA,0,0,0,0,"fever, cough, sputum, dyspnea",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 129 | 398,162,2/26/2020,,"new confirmed COVID-19 patient in Japan: Tokyo, male, 70s, symptom onset 2/14 (fever, cough, sputum)",Tokyo,Japan,male,75,2/14/2020,0,NA,NA,NA,0,0,0,0,"fever, cough, sputum",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 130 | 399,163,2/26/2020,,"new confirmed COVID-19 patient in Japan: Nagoya City, male, 50s, fever and thirst 2/24, went to doctor 2/25",Nagoya City,Japan,male,55,2/24/2020,0,2/25/2020,NA,NA,0,0,0,0,"fever, thirst",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 131 | 400,164,2/26/2020,,"new confirmed COVID-19 patient in Japan: Nagoya City, male, 60s, fever and went to doctor 2/25",Nagoya City,Japan,male,65,2/25/2020,0,2/25/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 132 | 401,165,2/26/2020,,"new confirmed COVID-19 patient in Japan: Nagoya City, male, 70s, fever, cough, runny nose 2/24, went to doctor 2/25",Nagoya City,Japan,male,75,2/24/2020,0,2/25/2020,NA,NA,0,0,0,0,"fever, cough, runny nose",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 133 | 402,166,2/26/2020,,"new confirmed COVID-19 patient in Japan: Nagoya City, male, 70s, fever, cough, malaise 2/23, went to doctor 2/25",Nagoya City,Japan,male,75,2/23/2020,0,2/25/2020,NA,NA,0,0,0,0,"fever, cough, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 134 | 403,167,2/26/2020,,"new confirmed COVID-19 patient in Japan: Nagoya City, female, 70s, fever, cough, sore throat, runny nose and went to doctor 2/24",Nagoya City,Japan,female,75,2/24/2020,0,2/24/2020,NA,NA,0,0,0,0,"fever, cough, sore throat, runny nose",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 135 | 404,168,2/27/2020,,"new confirmed COVID-19 patient in Japan: Gifu Prefecture, male, 50s, malaise and fever 2/14, went to doctor 2/15, went back to doctor due to headache 2/20, visited another doctor 2/21, visited doctor again 2/25",Gifu Prefecture,Japan,male,55,2/14/2020,0,2/15/2020,NA,NA,0,0,0,0,"malaise, fever, headache",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 136 | 405,169,2/27/2020,,"new confirmed COVID-19 patient in Japan: Gifu Prefecture, female, 50s, throat pain and chills 2/23, sample collected as close contact with another patient 2/26, contact with case 168 from 2/20-2/24, on 2/24 left for Osaka by train and returned to Gifu on 2/25",Gifu Prefecture,Japan,female,55,2/23/2020,0,2/26/2020,2/20/2020,2/24/2020,0,0,0,0,"throat pain, chills",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 137 | 406,170,2/27/2020,,"new confirmed COVID-19 patient in Japan: Ishikawa Prefecture, male, 50s, fever 2/16, visited doctor 2/17, visited another doctor 2/22",Ishikawa,Japan,male,55,2/16/2020,0,2/17/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 138 | 407,171,2/27/2020,,"new confirmed COVID-19 patient in Japan: Kanagawa Prefecture, male, 50s, visited doctor 2/20 with fever, headache, malaise, re-examined 2/21 and 2/25",Kanagawa,Japan,male,55,2/20/2020,0,2/20/2020,NA,NA,0,0,0,0,"fever, headache, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 139 | 408,172,2/27/2020,,"new confirmed COVID-19 patient in Japan: Tokyo, female, 60, fever, cough, sputum 2/10",Tokyo,Japan,female,60,2/10/2020,0,NA,NA,NA,0,0,0,0,"fever, cough, sputum",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 140 | 409,173,2/27/2020,,"new confirmed COVID-19 patient in Japan: Osaka, male, 40s, fever, cough 2/20, headache 2/21, visited doctor 2/26,",Osaka Prefecture,Japan,male,45,2/20/2020,0,2/26/2020,NA,NA,0,0,0,0,"fever, cough, headache",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 141 | 411,175,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 50s, detected as close contact of another case 2/24, cough and malaise 2/25, health observation started 2/25",Hokkaido,Japan,male,55,2/25/2020,0,2/25/2020,NA,NA,0,0,0,0,"cough, malaise",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 142 | 412,176,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 30s, fever 2/17, went to doctor 2/18, went to another doctor 2/20, went back to first doctor 2/22, admitted to hospital 2/24",Hokkaido,Japan,male,35,2/17/2020,0,2/18/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 143 | 413,177,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 70s, fatigue 2/16, fever 2/18, went to doctor 2/20, consulted second doctor 2/24, close contact with other infected patients",Hokkaido,Japan,male,75,2/16/2020,0,2/20/2020,NA,NA,0,0,0,0,"fatigue, fever",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 144 | 414,178,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 60s, fever 2/18, went to doctor 2/22, sore throat, joint pain, dyspnea 2/23, hospitalized 2/24",Hokkaido,Japan,male,65,2/18/2020,0,2/22/2020,NA,NA,0,0,0,0,"sore throat, fever, joint pain, dyspnea",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 145 | 415,179,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 40s, vomiting 2/15, cough symptoms 2/16, fever and sore throat 2/17, went to doctor 2/17 and 2/18, consulted second and third doctors 2/24",Hokkaido,Japan,male,45,2/15/2020,0,2/17/2020,NA,NA,0,0,0,0,"vomiting, cough, fever, sore throat",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 146 | 416,180,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 40s, fever 2/21, went to doctor 2/21, consulted second doctor 2/22, third doctor 2/23 and 2/25, hospitalized 2/27",Hokkaido,Japan,male,45,2/21/2020,0,2/21/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 147 | 417,181,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, under 10, fever 2/21, cough 2/22, went to doctor 2/24 and 2/25",Hokkaido,Japan,male,5,2/21/2020,0,2/24/2020,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 148 | 418,182,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 30s, fever, headache, malaise, joint pain 2/24, went to doctor 2/25",Hokkaido,Japan,male,35,2/24/2020,0,2/25/2020,NA,NA,0,0,0,0,"fever, headache, malaise, joint pain",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 149 | 419,183,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, under 10, fever and cough 2/21, went to doctor 2/22, 2/24, 2/25",Hokkaido,Japan,male,5,2/21/2020,0,2/22/2020,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 150 | 420,184,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 80s, fever and cough 2/24, went to doctor 2/24",Hokkaido,Japan,male,85,2/24/2020,0,2/24/2020,NA,NA,0,0,0,0,"fever, cough",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 151 | 421,185,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 30s, cough symptoms 2/20, fever and joint pain 2/23, went to doctor 2/23 and 2/25",Hokkaido,Japan,male,35,2/20/2020,0,2/23/2020,NA,NA,0,0,0,0,"cough, fever, joint pain",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 152 | 422,186,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 80s, cough 2/22, fever 2/23, hospitalized 2/24",Hokkaido,Japan,male,85,2/22/2020,0,2/24/2020,NA,NA,0,0,0,0,"cough, fever",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 153 | 423,187,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, male, 60s, fever, malaise, sore throat 2/22, went to doctor 2/22 and 2/25,",Hokkaido,Japan,male,65,2/22/2020,0,2/22/2020,NA,NA,0,0,0,0,"fever, malaise, sore throat",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 154 | 424,188,2/27/2020,,"new confirmed COVID-19 patient in Japan: Hokkaido, female, 40s, cough and sore throat 2/24, close contact with another patient in Hokkaido",Hokkaido,Japan,female,45,2/24/2020,0,NA,NA,NA,0,0,0,0,"cough, sore throat",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 155 | 425,189,2/27/2020,,"new confirmed COVID-19 patient in Japan: Nagoya, female, 60s, fever and went to doctor 2/26",Nagoya City,Japan,female,65,2/26/2020,0,2/26/2020,NA,NA,0,0,0,0,fever,Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 156 | 426,190,2/27/2020,,"new confirmed COVID-19 patient in Japan: Nagoya, male, 60s, fever, cough, headache, went to doctor 2/26",Nagoya City,Japan,male,65,2/26/2020,0,2/26/2020,NA,NA,0,0,0,0,"fever, cough, headache",Ministry of Health,https://www.mhlw.go.jp/stf/houdou/houdou_list_202002.html 157 | 431,5,1/29/2020,,"new confirmed COVID-19 patient in Malaysia: female, 4, hospitalized in Langkawi, arrived on 1/20, developed fever, cough, flu, went to hospital 1/26",Langkawi,Malaysia,female,4,NA,NA,1/26/2020,NA,1/20/2020,0,0,0,2/4/2020,"fever, cough, flu",The Star Online,https://www.thestar.com.my/news/nation/2020/01/29/coronavirus-three-new-cases-confirmed-bringing-total-to-seven-cases-in-m039sia 158 | 436,10,2/4/2020,,"new confirmed COVID-19 patient in Malaysia: male, 63, Chinese national from Wuhan, been in Malaysia since 1/18, symptom onset 1/23 (fever), went to hospital, still fever on 2/2, admitted into hospital",Malaysia,Malaysia,male,63,1/23/2020,0,NA,NA,1/18/2020,0,1,0,2/9/2020,fever,Straits Times,https://www.straitstimes.com/asia/se-asia/woman-from-wuhan-is-latest-coronavirus-case-in-malaysia-bringing-total-to-16 159 | 439,13,2/6/2020,,"new confirmed COVID-19 patient in Malaysia: female, 40, sister of 2/4-No.1, symptom onset 2/1 (fever, sore throat, cough), visited clinic",Malaysia,Malaysia,female,40,2/1/2020,0,NA,NA,NA,0,0,0,0,"fever, sore throat, cough",Straits Times,https://www.straitstimes.com/asia/se-asia/woman-from-wuhan-is-latest-coronavirus-case-in-malaysia-bringing-total-to-19 160 | 440,14,2/6/2020,,"new confirmed COVID-19 patient in Malaysia: 2/6-No.1, female, 37, tourist from Wuhan, arrived on 1/25, visited hospital 2/1 (mild fever), went to hospital 2/5",Malaysia,Malaysia,female,37,NA,NA,2/1/2020,NA,1/25/2020,0,1,0,0,mild fever,Straits Times,https://www.straitstimes.com/asia/se-asia/woman-from-wuhan-is-latest-coronavirus-case-in-malaysia-bringing-total-to-20 161 | 441,15,2/7/2020,,"new confirmed COVID-19 patient in Malaysia: female, 59, from Wuhan, holidaying in Johor Baru, arrived in Singapore on 1/17, went to Johor Baru 1/21, symptom onset 1/26 (fever)",Johor,Malaysia,female,59,1/26/2020,0,NA,NA,1/17/2020,0,1,0,2/15/2020,fever,Straits Times,https://www.straitstimes.com/asia/se-asia/woman-from-wuhan-is-latest-coronavirus-case-in-malaysia-bringing-total-to-21 162 | 444,18,2/10/2020,,"new confirmed COVID-19 patient in Malaysia: male, 31, travelled to Macau for work then returned to Malaysia on 2/1, symptom onset 2/3 (cough), went to clinic, referred to hospital 2/7",Malaysia,Malaysia,male,31,2/3/2020,0,NA,NA,2/1/2020,0,0,0,2/19/2020,cough,Straits Times,https://www.straitstimes.com/asia/se-asia/woman-from-wuhan-is-latest-coronavirus-case-in-malaysia-bringing-total-to-24 163 | 446,20,2/16/2020,,"new confirmed COVID-19 patient in Malaysia: male, 27, Chinese national, found to have a fever on 2/13/2020, referred to hospital 2/13",Malaysia,Malaysia,male,27,2/13/2020,0,2/13/2020,NA,NA,0,0,0,2/20/2020,fever,The Star Online,https://www.thestar.com.my/news/nation/2020/02/16/three-more-covid-19-positive-cases 164 | 447,21,2/16/2020,,"new confirmed COVID-19 patient in Malaysia: female, 32, Chinese national, went to China 1/22-1/30 to visit family, symptom onset 2/13 (sore throat), referred to hospital",Malaysia,Malaysia,female,32,2/13/2020,0,NA,1/22/2020,1/30/2020,0,0,0,2/20/2020,sore throat,The Star Online,https://www.thestar.com.my/news/nation/2020/02/16/three-more-covid-19-positive-cases 165 | 452,2,1/24/2020,,"new confirmed COVID-19 patient in Singapore: female, 53, Wuhan resident, arrived in Singapore 1/21/2020, symptom onset 1/21/2020 (fever, cough, chills), hospitalized 1/22/2020, confirmed 1/23/2020.",Singapore,Singapore,female,53,1/21/2020,0,1/22/2020,NA,1/21/2020,0,1,0,2/7/2020,"fever, cough, chills",Channel News Asia,https://www.channelnewsasia.com/news/singapore/wuhan-virus-pneumonia-cases-outbreak-singapore-confirmed-cases-12319273 166 | 465,15,1/31/2020,,"new confirmed COVID-19 patient in Singapore: female, 47, Singaporean, evacuated from Wuhan on 1/30/2020, found to have a fever on arrival at Changi airport, tested positive 1/31/2020, now in isolation",Singapore,Singapore,female,47,1/30/2020,0,1/30/2020,NA,1/30/2020,1,0,0,2/17/2020,fever,Ministry of Health Singapore,https://www.moh.gov.sg/news-highlights/details/two-more-confirmed-imported-cases-of-novel-coronavirus-infection-in-singapore 167 | 467,17,2/1/2020,,"new confirmed COVID-19 patient in Singapore: female, 47, Singaporean, evacuated from Wuhan on 1/30/2020, found to have a fever on arrival at Changi airport, tested positive 1/31/2020, now in isolation",Singapore,Singapore,female,47,1/30/2020,0,1/30/2020,NA,1/30/2020,1,0,0,2/11/2020,fever,Ministry of Health Singapore,https://www.moh.gov.sg/news-highlights/details/two-more-confirmed-imported-cases-of-novel-coronavirus-infection-in-singapore 168 | 469,19,2/4/2020,,"new confirmed COVID-19 patient in Singapore: 2/4-No.1, female, 28, Singaporean, symptom onset 1/29/2020 (fever, sore throat), went to clinic 1/29/2020, hospital 1/30/2020 but discharged after found to not have pneumonia, stayed at home from 1/31/2020 to 2/2/2020 before being admitted to hospital on 2/3/3030, no recent travel history to China, work at shop tour group visited, group visited store 1/23",Singapore,Singapore,female,28,1/29/2020,0,2/3/2020,1/23/2020,1/23/2020,0,0,0,2/22/2020,"fever, sore throat",Channel News Asia,https://www.channelnewsasia.com/news/singapore/wuhan-virus-coronavirus-singapore-community-spread-tourists-12389314 169 | 475,25,2/5/2020,,"new confirmed COVID-19 patient in Singapore: male, husband of 2/4-No.2, had not been to China recently, at NCID, symptom onset 1/24/2020 (fever), visited clinic with wife on 1/30/2020, went to NCID on 2/3/2020",Singapore,Singapore,male,NA,1/24/2020,0,2/3/2020,NA,NA,0,0,0,2/12/2020,fever,Straits Times,https://www.straitstimes.com/singapore/health/coronavirus-4-more-confirmed-cases-in-singapore-28-cases-so-far 170 | 479,29,2/6/2020,,"new confimed COVID-19 patient in Singapore: male, 41, Singapore citizen, no recent travel history, admitted to hospital on 2/3, symptom onset 1/28/2020 (fever), visited clinic 1/29/2020 and 1/30/2020",Singapore,Singapore,male,41,1/28/2020,0,1/29/2020,NA,NA,0,0,0,2/12/2020,fever,Ministry of Health Singapore,https://www.moh.gov.sg/news-highlights/details/two-more-confirmed-cases-of-novel-coronavirus-infection-in-singapore#_ftn1 171 | 544,1,1/20/2020,,"new confirmed COVID-19 patient in South Korea: female, 35, Wuhan resident, arrived in Incheon international airport on 1/19/2020, isolated on entering South Korea with symptoms, symptom onset 1/18/2020 (high fever, chills, muscle pain), discharged 2/6",South Korea,South Korea,female,35,1/18/2020,0,1/19/2020,NA,1/19/2020,0,1,0,2/6/2020,"high fever, chills, muscle pain",Nikkei Asian Review,https://asia.nikkei.com/Spotlight/Coronavirus-outbreak/South-Korea-confirms-first-case-of-new-coronavirus-in-Chinese-visitor 172 | 545,2,1/24/2020,,"new confirmed COVID-19 patient in South Korea: male, 55, arrived at Gimpo International Airport 1/22/2020, works in Wuhan, visited Chinese clinic 1/19/2020 after suffering from sore throat and other symptoms, symptom onset 1/10/2020, confirmed 1/23/2020, recovered 2/4/2020",South Korea,South Korea,male,55,1/10/2020,0,1/19/2020,NA,1/22/2020,1,0,0,2/4/2020,"fever, sore throat",Korea Bio Med,http://www.koreabiomed.com/news/articleView.html?idxno=7256 173 | 546,3,1/25/2020,,"new confirmed COVID-19 patient in South Korea: 1/25-No.1, male, 54, visited Wuhan, arrived on 1/20/2020, symptom onset 1/22/2020 (fever, chills, muscle cramps), contacted health authorities and placed in isolation 1/25/2020, worked at ""The Place"" clothing store",South Korea,South Korea,male,54,1/22/2020,0,1/25/2020,NA,1/20/2020,0,1,0,0,"fever, chills, muscle cramps",Yonnhap News Agency,https://en.yna.co.kr/view/AEN20200126000754320 174 | 547,4,1/27/2020,,"new confirmed COVID-19 patient in South Korea: 1/27-No.1, male, 55, visited Wuhan, arrived in Korea on 1/20/2020, treated at clinic on 1/21/2020 for cold symptoms, symptom onset 1/25/2020 (high fever, aching muscles).",South Korea,South Korea,male,55,1/21/2020,0,1/21/2020,NA,1/20/2020,1,0,0,0,"high fever, aching muscles",Straits Times,https://www.straitstimes.com/asia/east-asia/wuhan-virus-south-korea-reports-fourth-coronavirus-case 175 | 550,7,1/31/2020,,"new confirmed COVID-19 patient in South Korea: male, 28, Korean, entered Incheon airport 1/23/2020 from Qingdao, Wuhan, symptom onset 1/26/2020 (cough), worked at ""The Place"" clothing store",South Korea,South Korea,male,28,1/26/2020,0,NA,NA,1/23/2020,1,0,0,0,cough,KCDC,https://www.cdc.go.kr/board/board.es?mid=a20501000000&bid=0017 176 | 553,10,1/31/2020,,"new confirmed COVID-19 patient in South Korea: female, 52, Korean, confirmed on 1/31/2020, related to sixth patient 1/30-No.2, symptom onset on 1/29/2020 (headache)",South Korea,South Korea,female,52,1/29/2020,0,NA,NA,NA,0,0,0,2/19/2020,headache,KCDC,https://www.cdc.go.kr/board/board.es?mid=a20501000000&bid=0020 177 | 554,11,1/31/2020,,"new confirmed COVID-19 patient in South Korea: male, 25, Korean, confirmed on 1/31/2020, related to sixth patient 1/30-No.2, symptom onset on 1/30/2020 (sore body)",South Korea,South Korea,male,25,1/30/2020,0,NA,NA,NA,0,0,0,0,sore body,KCDC,https://www.cdc.go.kr/board/board.es?mid=a20501000000&bid=0021 178 | 559,16,2/4/2020,,"new confirmed COVID-19 patient in South Korea: 2/4-No.1, female, 42, flew back to South Korea on 1/19/2020 after traveling for five days in Thailand, symptom onset 1/25/2020 (chills)",South Korea,South Korea,female,42,1/25/2020,0,NA,1/15/2020,1/19/2020,0,0,0,2/19/2020,chills,South China Morning Post,https://www.scmp.com/news/asia/east-asia/article/3049091/coronavirus-south-korea-confirms-two-new-cases-including-man 179 | 567,24,2/7/2020,,"new confirmed COVID-19 patient in South Korea: male, 28, evacuated from Wuhan and quarantined with sore throat",South Korea,South Korea,male,28,NA,NA,NA,NA,NA,1,0,0,2/27/2020,sore throat,KCDC,https://www.cdc.go.kr/board/board.es?mid=a30402000000&bid=0030 180 | 568,25,2/9/2020,,"new confirmed COVID-19 patient in South Korea: female, 73, stayed with family who visited Guangdong from November 2019 to 1/31/2020, symptom onset fever, cough, sore throat, now in hospital",South Korea,South Korea,female,73,NA,NA,NA,NA,1/31/2020,0,0,0,2/22/2020,"fever, cough, sore throat",KCDC,https://www.cdc.go.kr/board/board.es?mid=a30402000000&bid=0030 181 | 572,29,2/16/2020,,"new confirmed COVID-19 patient in South Korea: male, 82, admitted to hospital for chest discomfort, first visited local hospital on 2/15",South Korea,South Korea,male,82,NA,NA,2/15/2020,NA,NA,0,0,0,0,chest discomfort,South China Morning Post,https://www.scmp.com/news/asia/east-asia/article/3050917/coronavirus-chinese-students-south-korea-advised-take-leave 182 | 573,30,2/17/2020,,"new confirmed COVID-19 patient in South Korea: female, 68, married to case 29, symptom onset 2/6 (cough, chill, muscle pain)",South Korea,South Korea,female,68,2/6/2020,0,NA,NA,NA,0,0,0,0,"cough, chill, muscle pain",South China Morning Post,https://www.scmp.com/news/asia/east-asia/article/3050917/coronavirus-chinese-students-south-korea-advised-take-leave 183 | 574,31,2/18/2020,,"new confirmed COVID-19 patient in South Korea: female, 61, symptom onset 2/7 (fever, chill), tested on 2/17, hospitalized 2/17",South Korea,South Korea,female,61,2/7/2020,0,2/17/2020,NA,NA,0,0,0,0,fever,South China Morning Post,https://www.scmp.com/news/asia/east-asia/article/3050917/coronavirus-chinese-students-south-korea-advised-take-leave 184 | 658,1,1/21/2020,,"new confirmed COVID-19 patient in Taiwan: female, 55, works in Wuhan, arrived in Taiwan 1/20/2020, symptomatic (fever, cough, shortness of breath) on arrival, symptom onset 1/11/2020, confirmed 1/21/2020",Taiwan,Taiwan,female,55,1/11/2020,0,1/20/2020,NA,1/20/2020,1,0,0,0,"fever, cough, shortness of breath",Taiwan News,https://www.taiwannews.com.tw/en/news/3866002 185 | 659,2,1/24/2020,,"new confirmed COVID-19 patient in Taiwan: female, in her 50s, arrived in Taiwan 1/21/2020, came from tour in Wuhan, hospitalized due to fever 1/23/2020",Taiwan,Taiwan,female,55,1/23/2020,1,1/23/2020,NA,1/21/2020,1,0,0,0,fever,Taiwan News,https://www.taiwannews.com.tw/en/news/3866003 186 | 660,3,1/24/2020,,"new confirmed COVID-19 patient in Taiwan: male, in his 50s, arrived in Taiwan 1/21/2020, works in Wuhan, saw doctor in Wuhan, developed influenza symptoms and hospitalized 1/23/2020",Taiwan,Taiwan,male,55,1/23/2020,1,1/23/2020,NA,1/21/2020,1,0,0,0,flu symptoms,Taiwan News,https://www.taiwannews.com.tw/en/news/3866004 187 | 661,4,1/27/2020,,"new confirmed COVID-19 patient in Taiwan: 1/27-No.1, female, 50, arrived in Taiwan 1/25/2020, reported condition to airport officers and immediately hospitalized, visited Wuhan 1/13/2020-1/15/2020, symptom onset 1/22/2020 (no fever, mild symptoms of pneumonia, cough), confirmed 1/26/2020",Taiwan,Taiwan,female,50,1/22/2020,0,1/25/2020,1/13/2020,1/15/2020,1,0,0,0,cough,Taiwan News,https://www.taiwannews.com.tw/en/news/3866005 188 | 662,5,1/27/2020,,"new confirmed COVID-19 patient in Taiwan: female, 50, working in Wuhan since October 2019 and returned to Taiwan 1/20/2020, hospitalized 1/25/2020 after developing a fever and muscle aches, confirmed 1/27/2020",Taiwan,Taiwan,female,50,1/25/2020,1,1/25/2020,NA,1/20/2020,1,0,0,0,"fever, muscle aches",Taiwan News,https://www.taiwannews.com.tw/en/news/3866006 189 | 663,6,1/28/2020,,"new confirmed COVID-19 patient in Taiwan: female, 70, Wuhan resident, arrived in Taiwan 1/22/2020, symptom onset 1/25/2020 (fever), hospitalized 1/25/2020, confirmed 1/28/2020",Taiwan,Taiwan,female,70,1/25/2020,0,1/25/2020,NA,1/22/2020,0,1,0,0,fever,Taiwan News,https://www.taiwannews.com.tw/en/news/3866007 190 | 664,7,1/28/2020,,"new confirmed COVID-19 patient in Taiwan: female, 70, Wuhan resident, arrived in Taiwan 1/22/2020, symptom onset 1/25/2020 (fever), hospitalized 1/25/2020, confirmed 1/28/2020",Taiwan,Taiwan,female,70,1/25/2020,0,1/25/2020,NA,1/22/2020,0,1,0,0,fever,Taiwan News,https://www.taiwannews.com.tw/en/news/3866008 191 | 665,8,1/28/2020,,"new confirmed domestic COVID-19 patient in Taiwan: man, in his 50s, contracted virus from wife 1/27-No.1, symptom onset 1/26/2020 (cough), tested positive 1/28/2020",Taiwan,Taiwan,male,55,1/26/2020,0,NA,NA,NA,0,0,0,0,cough,Taiwan News,https://www.taiwannews.com.tw/en/news/3866009 192 | 666,9,1/30/2020,,"new confirmed COVID-19 patient in Taiwan: 1/30-No.1, male, experiencing symptoms on arrival 1/12/2020 (cough, runny nose, no fever), recently returned from business in Wuhan",Taiwan,Taiwan,male,NA,1/12/2020,1,NA,NA,NA,1,0,0,0,"cough, runny nose",Taiwan News,https://www.taiwannews.com.tw/en/news/3867321 193 | 669,12,2/6/2020,,"new confirmed COVID-19 patient in Taiwan: male, in his 40s, went to Wuhan for work in December 2019 and left for Liaoning China on 1/17, returned to Taiwan on 2/2, symptom onset 2/3 (fever, cough, headache), hospitalized on 2/4/2020",Taiwan,Taiwan,male,45,2/3/2020,0,2/4/2020,NA,1/17/2020,1,0,0,0,"fever, cough, headache",Taiwan CDC,https://www.cdc.gov.tw/En/Bulletin/Detail/wn02wbpI_2YrRLcxS_pZnA?typeid=158 194 | 670,13,2/6/2020,,"new confirmed COVID-19 patient in Taiwan: female, in her 20s, lived in Wuhan, on 1/21/2020 left Wuhan to Taiwan, symptom onset 2/1/2020 (cough, chest pain), hospitalized 2/4/2020",Taiwan,Taiwan,female,25,2/1/2020,0,2/4/2020,NA,1/21/2020,0,1,0,0,"cough, chest pain",Taiwan CDC,https://www.cdc.gov.tw/En/Bulletin/Detail/wn02wbpI_2YrRLcxS_pZnA?typeid=159 195 | 671,14,2/6/2020,,"new confirmed COVID-19 patient in Taiwan: 2/7-No.1, male, in his 50s, traveled to Italy 1/22, returned 2/1, fever on arrival, went to see doctor 2/1, went again on 2/4",Taiwan,Taiwan,male,55,1/26/2020,0,2/1/2020,NA,NA,0,0,0,0,"fever, cough",Taiwan CDC,https://www.cdc.gov.tw/En/Bulletin/Detail/ijxi3l3JEYqfNtV2aRGzVg?typeid=158 196 | 672,15,2/6/2020,,"new confirmed COVID-19 patient in Taiwan: 2/7-No.2, female, in her 50s, married to 2/7-No.1, traveled to Italy 1/22, returned 2/1, diagnosed with common cold 2/3",Taiwan,Taiwan,female,55,1/28/2020,0,2/3/2020,NA,NA,0,0,0,0,cough,Taiwan CDC,https://www.cdc.gov.tw/En/Bulletin/Detail/ijxi3l3JEYqfNtV2aRGzVg?typeid=159 197 | 673,16,2/6/2020,,"new confirmed COVID-19 patient in Taiwan: female, in her 40s, traveled to Macau 1/21-1/24, symptom onset 2/1 (fever, chills, sore throat, runny nose, shortness of breath), medical attention on 2/3",Taiwan,Taiwan,female,45,2/1/2020,0,2/3/2020,NA,NA,0,0,0,0,"fever, chills, sore throat, runny nose, shortness of breath",Taiwan CDC,https://www.cdc.gov.tw/En/Bulletin/Detail/ijxi3l3JEYqfNtV2aRGzVg?typeid=160 198 | 676,19,2/16/2020,,"new confirmed COVID-19 patient in Taiwan: male, 60s, symptom onset 1/27 (cough, shortness of breath), went to hospital 2/3, diagnosed with pneumonia, hospitalized 2/3, died 2/15",Taiwan,Taiwan,male,65,1/27/2020,0,2/3/2020,NA,NA,0,0,1,0,"cough, shortness of breath",Taiwan MOH,https://www.mohw.gov.tw/cp-4638-51567-2.html 199 | 679,22,2/17/2020,,"new confirmed COVID-19 patient in Taiwan: male, 30s, related to case 19 and 20, symptom onset 1/28-2/6 (fever, cough), attended 1/27",Taiwan,Taiwan,male,35,1/28/2020,0,NA,1/27/2020,1/27/2020,0,0,0,0,"fever, cough",Taiwan MOH,https://www.mohw.gov.tw/cp-4638-51567-2.html 200 | 681,24,2/20/2020,,"new confirmed COVID-19 patient in Taiwan: female, 60, symptom onset 1/22 (fever, cough), went to doctor's four times before being diagnosed with pneumonia 1/29, hospitalized 1/30, moved to negative-pressure isolation room on 2/17, positive 2/19",Taiwan,Taiwan,female,60,1/22/2020,0,NA,NA,NA,0,0,0,0,"fever, cough",Taiwan News,https://www.taiwannews.com.tw/en/news/3879311 201 | 682,25,2/21/2020,,"new confirmed COVID-19 patient in Taiwan: female, 20s, granddaughter of case 24, symptom onset 1/28 (cough, fever), went to doctor on 1/30, 2/4, 2/11",Taiwan,Taiwan,female,45,1/28/2020,0,1/30/2020,NA,NA,0,0,0,0,"fever, cough",Taiwan News,https://www.taiwannews.com.tw/en/news/3879311 202 | 683,26,2/21/2020,,"new confirmed COVID-19 patient in Taiwan: female, 40s, daughter of case 24, went to doctor 2/3 and 2/6 due to reflux",Taiwan,Taiwan,female,25,NA,NA,2/3/2020,NA,NA,0,0,0,0,reflux,Taiwan News,https://www.taiwannews.com.tw/en/news/3879311 203 | 685,28,2/23/2020,,"new confirmed COVID-19 patient in Taiwan: male, 50s",Taiwan,Taiwan,male,55,NA,NA,NA,NA,NA,0,0,0,0,throat discomfort,Taiwan CDC,https://www.cdc.gov.tw/En/Bulletin/Detail/MtvPSPzlksx8B_zvdcNdBw?typeid=159 204 | 686,29,2/24/2020,,"new confirmed COVID-19 patient in Taiwan: male, 40s, son of case 27, throat discomfort from 1/29-1/30 but didn't seek medical attention",Taiwan,Taiwan,male,45,1/29/2020,0,NA,NA,NA,0,0,0,0,physical discomfort,Taiwan CDC,https://www.cdc.gov.tw/En/Bulletin/Detail/MtvPSPzlksx8B_zvdcNdBw?typeid=160 205 | 689,32,2/26/2020,,"new confirmed COVID-19 patient in Taiwan: female, 30s, caregivers who cared for case 27 in the hospital from 2/11-2/16",Taiwan,Taiwan,female,35,NA,NA,2/24/2020,2/11/2020,2/16/2020,0,0,0,0,throat discomfort,Taiwan CDC,https://www.cdc.gov.tw/En/Bulletin/Detail/QMZlqDJORsFvH6k9GJHB2Q?typeid=158 206 | 690,33,2/28/2020,,"new confirmed COVID-19 patient in Taiwan: male, 30s, traveled with 21 other tourists to Osaka from 2/17-2/22, after returning, developed a cough and itchy throat on 2/25",Taiwan,Taiwan,male,35,2/25/2020,0,NA,2/17/2020,2/22/2020,0,0,0,0,"cough, itchy throat",Taiwan CDC,https://www.cdc.gov.tw/En/Bulletin/Detail/DVaJkPoWj0jFxnjAvUeqjA?typeid=158 207 | 692,1,1/13/2020,,"new confirmed COVID-19 patient in Thailand: female, 61, Wuhan resident, symptom onset 1/5/2020 (fever, chills, sore throat, headache), arrived 1/8/2020, hospitalized on arrival, tested positive 1/12/2020, discharged and returned to China",Thailand,Thailand,female,61,1/5/2020,0,1/8/2020,NA,1/8/2020,0,1,0,0,"fever, chills, sore throat, headache",Channel News Asia,https://www.channelnewsasia.com/news/asia/wuhan-pneumonia-outbreak-thailand-second-case-coronavirus-12272486 208 | 694,3,1/22/2020,,"new confirmed COVID-19 patient in Thailand: male, 68, tourist visiting from Wuhan, detected with a fever on 1/19/2020",Thailand,Thailand,male,68,1/19/2020,1,1/19/2020,NA,NA,1,0,0,1,fever,Channel News Asia,https://www.channelnewsasia.com/news/asia/wuhan-pneumonia-outbreak-thailand-second-case-coronavirus-12272488 209 | 695,4,1/22/2020,,"new confirmed COVID-19 patient in Thailand: female, 73, Thai citizen, visited Wuhan late 2019, arrived in Thailand 1/13/2020, quarantined on arrival with a fever, returned home to China 1/21/2020",Thailand,Thailand,female,73,1/13/2020,1,1/13/2020,NA,1/13/2020,1,0,0,2/6/2020,fever,Channel News Asia,https://www.channelnewsasia.com/news/asia/wuhan-pneumonia-outbreak-thailand-second-case-coronavirus-12272489 210 | 696,5,1/22/2020,,"new confirmed COVID-19 patient in Thailand: male, Chinese tourist, screened for high fever on 1/19/2020",Thailand,Thailand,male,NA,1/19/2020,1,1/19/2020,NA,NA,1,0,0,1,fever,Channel News Asia,https://www.channelnewsasia.com/news/asia/wuhan-pneumonia-outbreak-thailand-second-case-coronavirus-12272490 211 | 697,6,1/24/2020,,"new confirmed COVID-19 patient in Thailand: female, 33, arrived from Wuhan on 1/21/2020 and visited hospital for fever, coughing, and muscle aches on 1/23/2020",Thailand,Thailand,female,33,1/23/2020,1,1/23/2020,NA,1/21/2020,1,0,0,0,"fever, coughing, muscle aches",Channel News Asia,https://www.channelnewsasia.com/news/asia/wuhan-pneumonia-outbreak-thailand-second-case-coronavirus-12272491 212 | 729,38,2/26/2020,,"new confirmed COVID-19 patient in Thailand: male, returned from Hokkaido, contacted case 40 (grandson), came into hospital 2/23 with cough and fever",Thailand,Thailand,male,NA,NA,NA,2/23/2020,NA,NA,0,0,0,0,cough,South China Morning Post,https://www.scmp.com/news/asia/southeast-asia/article/3052466/coronavirus-thailand-criticises-patient-who-concealed 213 | 732,41,2/28/2020,,"new confirmed COVID-19 patient in Thailand: male, 25, tour guide who returned recently from South Korea, sought treatment for fever and cough on 2/25",Thailand,Thailand,male,25,NA,NA,2/25/2020,NA,NA,0,0,0,0,"fever, cough",Bangkok Post,https://www.bangkokpost.com/thailand/general/1867844/thai-tour-guide-41st-virus-patient 214 | 741,9,2/3/2020,,"new confirmed COVID-19 patient in US: 2/3-No.1, male, 57, San Benito County, recently traveled back from Wuhan on 1/18/2020, isolated in home, arrived in San Francisco 1/24/2020 as healthy, but symptom onset 1/25/2020 (cough, fever), hospitalized",California,USA,male,57,1/25/2020,0,NA,1/18/2020,1/24/2020,1,0,0,0,"cough, fever",The Hill,https://thehill.com/policy/healthcare/public-global-health/481136-us-coronavirus-cases-count-jumps-to-11-with-three-more 215 | 751,1,1/23/2020,,"new confirmed COVID-19 patient in Vietnam: male, 66, 1/23-No.1, arrived from Wuhan on 1/13/2020, symptom onset 1/17/2020 (fever), hospitalized 1/17/2020",Ho Chi Minh City,Vietnam,male,66,1/17/2020,0,1/17/2020,NA,1/13/2020,0,1,0,2/12/2020,fever,Straits Times,https://www.straitstimes.com/asia/se-asia/wuhan-virus-chinese-father-and-son-identified-as-vietnams-first-two-cases 216 | 752,2,1/23/2020,,"new confirmed COVID-19 patient in Vietnam: male, 28, son of 1/23-No.1, symptom onset 1/20/2020 (fever), contracted from father",Ho Chi Minh City,Vietnam,male,28,1/20/2020,0,NA,1/13/2020,NA,0,0,0,2/4/2020,fever,Straits Times,https://www.straitstimes.com/asia/se-asia/wuhan-virus-chinese-father-and-son-identified-as-vietnams-first-two-cases 217 | 760,10,2/4/2020,,"new confirmed COVID-19 patient in Vietnam: female, 42, lives in Vinh Phuc, exposed 1/22 and 1/28, symptom onset 1/31 (fever), went to clinic",Vinh Phuc,Vietnam,female,42,1/31/2020,0,NA,1/22/2020,1/28/2020,0,0,0,2/20/2020,fever,Vietnam News,https://vietnamnews.vn/society/591803/viet-nam-confirms-9th-coronavirus-case-hong-kong-reports-first-death-from-infection.html 218 | 764,14,2/9/2020,,"new confirmed COVID-19 patient in Vietnam: 2/9-No.1, female, 55, Vinh Phuc, neighbor of a worker who went to Wuhan, ,went to worker's house on 1/28, symptom onset 2/2 (fever, headache, runny nose)",Vinh Phuc,Vietnam,female,55,2/2/2020,0,NA,1/28/2020,1/28/2020,0,0,0,2/18/2020,"fever, headache, runny nose",Vietnam News,https://vietnamnews.vn/society/591803/viet-nam-confirms-9th-coronavirus-case-hong-kong-reports-first-death-from-infection.html 219 | 766,16,2/13/2020,,"new confirmed COVID-19 patient in Vietnam: male, 50, Vinh Phuc, lives with daughter who was sent to Wuhan for training and confirmed to be infected, symptom onset 2/11 (tired)",Vinh Phuc,Vietnam,male,50,2/11/2020,0,NA,NA,NA,0,0,0,0,tired,Vietnam Insider,https://vietnaminsider.vn/vietnam-confirms-16th-coronavirus-patient/ 220 | 782,1,1/26/2020,,"new confirmed COVID-19 patient in Toronto, Canada: male, 56, tested positive at provincial facility days after returning to Toronto from Wuhan via Guangzhou on 1/22/2020, mild symptoms on flight, a day after he went home a family member reported he felt ill, fever, cough, symptom onset 1/23",Toronto,Canada,male,56,NA,NA,1/23/2020,NA,1/22/2020,1,0,0,1/31/2020,"fever, cough",National Post,https://nationalpost.com/news/canada/canadian-coronavirus-patient-showed-symptoms-on-flight-back-to-wuhan-officials-say 221 | 794,1,1/27/2020,,"new confirmed COVID-19 patient in Cambodia: male, 60, arrived from Wuhan 1/23/2020, Chinese national, symptom onset 1/25/2020 (fever and runny nose), confirmed 1/27/2020",Preah Sihanouk Province,Cambodia,male,60,1/25/2020,0,NA,NA,1/23/2020,0,1,0,0,"fever, runny nose",Xin Hua Net,http://www.xinhuanet.com/english/2020-01/27/c_138737583.htm 222 | 795,1,1/28/2020,,"new confirmed COVID-19 patient in Sri Lanka: female, 40, from Hubei, tested positive at a screening, arrived on 1/19/2020, symptom onset 1/25/2020 (fever), confirmed 1/27/2020, admitted to hospital 1/25/2020",Sri Lanka,Sri Lanka,female,40,1/25/2020,0,1/25/2020,NA,1/19/2020,0,1,0,2/19/2020,fever,Reuters,https://www.reuters.com/article/us-health-china-sri-lanka/sri-lanka-confirms-first-case-of-coronavirus-health-official-idUSKBN1ZQ1WF 223 | 796,1,1/28/2020,,"new confirmed COVID-19 patient in Germany: 1/28-No.1 male, 33, caught from Chinese colleague during conference in Munich from 1/20-1/21, first human-to-human transmission in Europe, confirmed 1/27/2020, isolated, contracted 1/21/2020, symptom onset on 1/24/2020 (sore throat, chills, myalgias, fever, cough)",Bavaria,Germany,male,33,1/24/2020,0,NA,1/20/2020,1/21/2020,0,0,0,0,"sore throat, chills, myalgias, fever, cough",Channel News Asia,https://www.channelnewsasia.com/news/world/germany-wuhan-virus-workers-confirm-cases-infected-mild-symptoms-12365776 224 | 816,21,2/26/2020,,"new confirmed COVID-19 patient in Germany: male, 47, North Rhine-Westphalia, isolated 2/24 with symptoms of severe pneumonia, symptom onset 2/16 (fever, cough)",North Rhine-Westphalia,Germany,male,47,2/16/2020,0,2/24/2020,NA,NA,0,0,0,0,"fever, cough",Wa.de,https://www.wa.de/nordrhein-westfalen/corona-virus-nrw-coronavirus-covid19-heinsberg-epidemie-ticker-news-13560300.html 225 | 871,1,1/22/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 39, tourist from Wuhan, arrived 1/21/2020 via high-speed rail from Shenzhen and detected having fever at the border, quarantined 1/22/2020 at hospital",Hong Kong,Hong Kong,male,39,1/21/2020,1,1/22/2020,NA,NA,0,1,0,0,fever,Reuters,https://www.reuters.com/article/us-china-health-hongkong/hong-kong-confirms-first-case-of-new-wuhan-virus-local-media-idUSKBN1ZL10A?il=0 226 | 873,3,1/24/2020,,"new confirmed COVID-19 patient in Hong Kong: 1/24-No.1, married to 1/27-No.1, female, 62, lives in Wuhan, travelled from Wuhan to Shenzhenbei and then Hong Kong by train on 1/19/2020, symptom onset 1/20/2020 (fever, cough), hospitalized 1/23/2020, admitted for isolation 1/24/2020",Hong Kong,Hong Kong,female,62,1/20/2020,0,1/23/2020,NA,1/19/2020,0,1,0,0,"fever, cough",Shine,https://www.shine.cn/news/nation/2001290843/ 227 | 874,4,1/24/2020,,"new confirmed COVID-19 patient in Hong Kong: 1/24-No.2, married to 1/24-No.3, female, 62, took train from Wuhan to Hong Kong on 1/22/2020, symptom onset 1/23/2020 (fever), went to hospital 1/23/2020 and admitted for isolation",Hong Kong,Hong Kong,female,62,1/23/2020,0,1/23/2020,NA,1/22/2020,0,1,0,0,feve\,Shine,https://www.shine.cn/news/nation/2001290843/ 228 | 875,5,1/24/2020,,"new confirmed COVID-19 patient in Hong Kong: 1/24-No.3, married to 1/24-No.2, male, 63, took train from Wuhan to Hong Kong on 1/22/2020, symptom onset 1/23/2020 (fever and cough), went to hospital 1/23/2020 and admitted for isolation",Hong Kong,Hong Kong,male,63,1/23/2020,0,1/23/2020,NA,1/22/2020,0,1,0,1,"fever, cough",Shine,https://www.shine.cn/news/nation/2001290843/ 229 | 876,6,1/27/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 47, worked in Wuhan, returned to HK on 1/23/2020, symptom onset 1/20/2020 (fever), sought treatment at hospital in Wuhan on 1/21/2020, left for Hong Kong on 1/23/2020",Hong Kong,Hong Kong,male,47,1/20/2020,0,1/21/2020,NA,1/23/2020,0,1,0,0,fever,Shine,https://www.shine.cn/news/nation/2001290843/ 230 | 877,7,1/27/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 68, lives in Shenzhen, traveled to Hong Kong on 1/25/2020 with a fever, immediately taken to hospital for isolation, visited family members in Wuhan , symptom onset 1/21/2020 (fever, cough), had visited family member in Wuhan",Hong Kong,Hong Kong,female,68,1/21/2020,0,1/25/2020,NA,1/25/2020,1,0,0,0,fever,Shine,https://www.shine.cn/news/nation/2001290843/ 231 | 878,8,1/27/2020,,"new confirmed COVID-19 patient in Hong Kong: 1/27-No.1, married to 1/24-No.1, male, 64, wife was third imported case, traveled with wife to Hong Kong by train 1/19/2020, put into quarantine 1/24/2020 due to wife, developed fever 1/25/2020 and transferred to hospital",Hong Kong,Hong Kong,male,64,1/25/2020,0,1/25/2020,NA,1/19/2020,0,1,0,0,fever,Shine,https://www.shine.cn/news/nation/2001290843/ 232 | 881,11,1/30/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 37, lives in Yau Ma Tei, daughter of 1/29-No.1 and 1/29-No.2, symptom onset 1/28/2020 (cough), hospitalized 1/30/2020, stayed with parents 1/22/2020-1/28/2020",Yau Ma Tei,Hong Kong,female,37,1/28/2020,0,1/30/2020,1/22/2020,1/28/2020,0,0,0,0,cough,Xin Hua Net,http://www.xinhuanet.com/english/2020-01/31/c_138745266.htm 233 | 882,12,1/30/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 75, living in Tsing Yi, symptom onset 1/22/2020 (cough, shortness of breath), hospitalized 1/24/2020, visited Guangdong 12/30/2019-1/7/2020, day trips to Macau 1/10/2020-1/14/2020",Tsing Yi,Hong Kong,male,75,1/22/2020,0,1/24/2020,NA,NA,0,0,0,0,"cough, shortness of breath",Xin Hua Net,http://www.xinhuanet.com/english/2020-01/31/c_138745266.htm 234 | 883,13,1/31/2020,,"new confirmed COVID-19 patient in Hong Kong: 1/31-No.1, male, 39, lives in Kowloon, symptom onset 1/31/2020 (myalgia, fever), hospitalized 1/31/2020 and admitted for isolation and treatment, took train from Hong Kong to Wuhan on 1/21/2020 and from Changsha to Hong Kong on 1/23/2020, died 2/4/2020",Kowloon,Hong Kong,male,39,1/31/2020,0,1/31/2020,1/21/2020,1/23/2020,1,0,1,0,"myalgia, fever",Fortune,https://fortune.com/2020/02/03/coronavirus-death-hong-kong/ 235 | 884,14,2/2/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 80, visited Shenzhen for a few hours on 1/10/2020, flight to Japan on 1/17/2020 and returned to HK on cruise on 1/25/2020, symptom onset 1/19/2020, hospitalized on 1/30/2020 for high fever",Hong Kong,Hong Kong,male,80,1/19/2020,0,1/30/2020,1/10/2020,1/10/2020,0,0,0,0,fever,Daily HK,https://www.chinadailyhk.com/article/119879 236 | 885,15,2/2/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 72, no recent history of travel, caught from son 1/31-No.1, quarantined since 2/1/2020, symptom onset 2/1/2020 (fever, cough), sent to hospital",Kowloon,Hong Kong,female,72,2/1/2020,0,2/1/2020,1/23/2020,1/31/2020,0,0,0,0,"fever, cough",Daily HK,https://www.chinadailyhk.com/article/119880 237 | 886,16,2/4/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 64, worked at clothing store in Kowloon, symptom onset 1/23/2020 (cough) and consulted private doctor 1/23/2020, shortness of breath on 2/1/2020, sought treatment at hospital, no recent travel to China",Kowloon,Hong Kong,female,64,1/23/2020,0,1/23/2020,NA,NA,0,0,0,0,cough,Daily HK,https://www.chinadailyhk.com/article/119881 238 | 887,17,2/4/2020,,"new confirmed COVID-19 patient in Hong Kong: 2/4-No.1, male, 60, visited four private clinics before taken to hospital, no recent travel to China, lives in Kwun Tong, symptom onset 1/22/2020 (fever, myalgia, shortness of breath), first went to hospital on 1/30",Hong Kong,Hong Kong,male,60,1/22/2020,0,1/30/2020,NA,NA,0,0,0,0,"fever, myalgia, shortness of breath",Daily HK,https://www.chinadailyhk.com/article/119882 239 | 888,18,2/4/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 25, lives in Kowloon City, now in hospital, had not travelled outside Hong Kong, symptom onset 1/28/2020 (cough, runny nose, diarrhea), went to hospital 1/29/2020",Kowloon,Hong Kong,male,25,1/28/2020,0,1/29/2020,NA,NA,0,0,0,2/15/2020,"cough, runny nose, diarrhea",Line Today,https://today.line.me/hk/pc/article/Coronavirus+three+new+cases+in+Hong+Kong+include+wife+and+daughter+of+man+who+already+has+disease-E0NpJa 240 | 889,19,2/5/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 56, married to 2/4-No.1, sent to hospital in Kwun Tong, symptom onset 2/4/2020 (fever)",Kwun Tong,Hong Kong,female,56,2/4/2020,0,2/4/2020,NA,NA,0,0,0,0,fever,Line Today,https://today.line.me/hk/pc/article/Coronavirus+three+new+cases+in+Hong+Kong+include+wife+and+daughter+of+man+who+already+has+disease-E0NpJa 241 | 890,20,2/5/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 28, daughter of 2/4-No.1, sent to hospital in Kwun Tong 2/4/2020, symptom onset 1/30 (cough, sore throat, fever)",Kwun Tong,Hong Kong,female,28,1/30/2020,0,2/4/2020,NA,NA,0,0,0,0,"cough, sore throat",Line Today,https://today.line.me/hk/pc/article/Coronavirus+three+new+cases+in+Hong+Kong+include+wife+and+daughter+of+man+who+already+has+disease-E0NpJa 242 | 891,21,2/5/2020,,"new confirmed COVID-19 patient in Hong Kong: 2/5-No.1, male, 56, tested positive at hospital in Kwai Chung, symptom onset 1/30/2020 (fever, cough, sore throat), consulted private doctor 2/1/2020, went to hospital on 2/4/2020 when admitted, worked in Shenzhen and visited onn 1/21, visited Tokyo 1/28-2/1",Kwai Chung,Hong Kong,male,56,1/30/2020,0,2/1/2020,NA,NA,0,0,0,0,"fever, cough, sore throat",Line Today,https://today.line.me/hk/pc/article/Coronavirus+three+new+cases+in+Hong+Kong+include+wife+and+daughter+of+man+who+already+has+disease-E0NpJa 243 | 892,22,2/6/2020,,"new confirmed COVID-19 patient in Hong Kong: married to 2/5-No.1, female, 55, in hospital in Kwai Chung, in Japan 1/28 and returned 2/1, symptom onset 2/1 (sore throat, fever, diarrhea), consulted private doctor on 2/2/2020, visited hospital on 2/4 with husband, admitted 2/5",Kwai Chung,Hong Kong,female,55,2/1/2020,0,2/2/2020,NA,NA,0,0,0,0,"sore throat, fever, diarrhea",Government HK,https://www.info.gov.hk/gia/general/202002/05/P2020020500690.htm 244 | 893,23,2/6/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 63, symptom onset 1/26/2020 (cough, malaise), went to private doctor on 2/5/2020 and sought treatment at hospital where admitted the same day",Hong Kong,Hong Kong,female,63,1/26/2020,0,2/5/2020,NA,NA,0,0,0,0,"cough, malaise",Government HK,https://www.info.gov.hk/gia/general/202002/05/P2020020500690.htm 245 | 894,24,2/6/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 65, symptom onset 1/28/2020 (fever, cough), went to private doctor on 1/29 and 2/1, sought treatment at hospital on 2/5",Hong Kong,Hong Kong,female,65,1/28/2020,0,1/29/2020,NA,NA,0,0,0,0,"fever, cough",Government HK,https://www.info.gov.hk/gia/general/202002/05/P2020020500690.htm 246 | 895,25,2/7/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 58, lives in Zhuhai, developed fever and cough 2/4, returned to HK 2/5, consulted doctor 2/6, went to hospital 2/6, traveled from Zhuhai to Macao back and forth during incubation period",Zhuhai,Hong Kong,male,58,2/4/2020,0,2/6/2020,NA,2/5/2020,0,0,0,0,"fever, cough",Government HK,https://www.info.gov.hk/gia/general/202002/07/P2020020700760.htm?fontSize=1 247 | 896,26,2/7/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 42, lives in Fo Tan, developed fever and cough 2/3, went to hospital on 2/3, went to international airport from hong kong on 1/22 for flight to Hebei, returned from Hebei to Guangzhou 1/26, visited Macao 1/26, returned to HK 2/2",Fo Tan,Hong Kong,male,42,2/3/2020,0,2/3/2020,1/22/2020,2/2/2020,0,0,0,0,"fever, cough",Government HK,https://www.info.gov.hk/gia/general/202002/07/P2020020700760.htm?fontSize=2 248 | 897,27,2/9/2020,,"new confirmed COVID-19 patient in Hong Kong: 2/9-No.1, male, 24, lives in Wan Chai, fever cough 1/30, doctor 1/30, 2/4, hospital 2/6, 2/8",Wan Chai,Hong Kong,male,24,1/30/2020,0,1/30/2020,NA,NA,0,0,0,0,"fever, cough",Government HK,https://www.info.gov.hk/gia/general/202002/09/P2020020900704.htm?fontSize=1 249 | 898,28,2/9/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 70, lives in Ngau Chi Wan, cough, chills, shortness of breath 1/30, diarrhea since 2/1, went to doctors 2/1-2/7, attended hospital on 2/8 for chills and shortness of breath",Ngau Chi Wan,Hong Kong,male,70,1/30/2020,0,2/1/2020,NA,NA,0,0,0,0,"cough, chills, shortness of breath, diarrhea",Government HK,https://www.info.gov.hk/gia/general/202002/09/P2020020900704.htm?fontSize=2 250 | 920,50,2/12/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 51, symptom onset 2/3 (fever), hospitalized 2/10, coworker of case 37",Hong Kong,Hong Kong,male,51,2/3/2020,0,2/10/2020,NA,NA,0,0,0,0,fever,CNN,https://www.cnn.com/asia/live-news/coronavirus-outbreak-02-12-20-intl-hnk/index.html 251 | 921,51,2/13/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 43, relative of case 47, symptom onset 1/29 (cough, diarrhea, vomiting), went to doctors on 1/31-2/8, went to hospital 2/12, attended banquet on 1/30 with case 47",Hong Kong,Hong Kong,male,43,1/29/2020,0,1/31/2020,1/30/2020,1/30/2020,0,0,0,0,"cough, diarrhea, vomiting",Government HK,https://www.info.gov.hk/gia/general/202002/13/P2020021300700.htm?fontSize=1 252 | 922,52,2/13/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 67, had dinner with case 46, 48, 49 on 1/26, sister in law of case 46, symptom onset 1/31 (cough, fever, chill), went to doctors on 1/31, 2/3, 2/7, went to hospital on 2/12",Hong Kong,Hong Kong,female,67,1/31/2020,0,1/31/2020,1/26/2020,1/26/2020,0,0,0,0,"cough, fever, chills",Government HK,https://www.info.gov.hk/gia/general/202002/13/P2020021300700.htm?fontSize=1 253 | 923,53,2/13/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 37, son of case 52, had dinner with patients of case 46, 48, 49 on 1/26, symptom onset 2/8 (fever), went to doctor on 2/9, hospital on 2/12",Hong Kong,Hong Kong,male,37,2/8/2020,0,2/9/2020,1/26/2020,1/26/2020,0,0,0,0,fever,Government HK,https://www.info.gov.hk/gia/general/202002/13/P2020021300700.htm?fontSize=1 254 | 925,55,2/14/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 70, returned from day trip to mainland China on 1/22, visited hospital on 2/12, shortness of breath for more than 10 days, symptom onset 2/2",Hong Kong,Hong Kong,male,70,2/2/2020,0,2/12/2020,NA,NA,0,0,1,0,cough,South China Morning Post,https://www.scmp.com/news/hong-kong/health-environment/article/3050681/coronavirus-hong-kong-confirms-three-news-cases 255 | 927,57,2/16/2020,,"new confirmed COVID-19 patient in Hong kong: male, 54, went to doctor on 2/7, hospital on 2/10",Hong Kong,Hong Kong,male,54,NA,NA,2/7/2020,NA,NA,0,0,0,0,fever,rthk.hk,https://news.rthk.hk/rthk/en/component/k2/1508878-20200216.htm 256 | 928,58,2/17/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 69, symptom onset 2/8 (cough, ,shortness of breath), went to doctor between 2/8-2/13, went to clinic on 2/15 and 2/16",Hong Kong,Hong Kong,male,69,2/8/2020,0,2/8/2020,NA,NA,0,0,0,0,"cough, shortness of breath",South China Morning Post,https://www.scmp.com/news/hong-kong/health-environment/article/3051077/coronavirus-domestic-helper-tests-positive-taking 257 | 929,59,2/17/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 45, colleague of case 57, ,symptom onset 2/12 (fever, sore throat), went to doctor 2/13, went to hospital 2/16, went to Vietnam from 1/30-2/1",Hong Kong,Hong Kong,male,45,2/12/2020,0,2/13/2020,NA,NA,0,0,0,0,"fever, sore throat",South China Morning Post,https://www.scmp.com/news/hong-kong/health-environment/article/3051077/coronavirus-domestic-helper-tests-positive-taking 258 | 930,60,2/17/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 46, wife of case 57, symptom onset 2/8 (runny nose, cough), went to doctor 2/10, hospital 2/16",Hong Kong,Hong Kong,female,46,2/8/2020,0,2/10/2020,NA,NA,0,0,0,0,"runny nose, cough",South China Morning Post,https://www.scmp.com/news/hong-kong/health-environment/article/3051077/coronavirus-domestic-helper-tests-positive-taking 259 | 931,61,2/18/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 32, worked for case 52, symptom onset 2/2 (fever, cough)",Hong Kong,Hong Kong,female,32,2/2/2020,0,NA,NA,NA,0,0,0,0,"fever, cough",South China Morning Post,https://www.scmp.com/news/hong-kong/health-environment/article/3051077/coronavirus-domestic-helper-tests-positive-taking 260 | 956,85,2/25/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 60, symptom onset 2/12 (cough), went to doctor several times, admitted to hospital on 2/24",Hong Kong,Hong Kong,female,60,2/12/2020,0,2/24/2020,NA,NA,0,0,0,0,cough,Government HK,https://www.info.gov.hk/gia/general/202002/25/P2020022500772.htm 261 | 957,86,2/26/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 49, cough and sputum and sore throat 2/18, went to hospital 2/22, admitted 2/23",Hong Kong,Hong Kong,female,49,2/18/2020,0,2/22/2020,NA,NA,0,0,0,0,"cough, sputum, sore throat",Government HK,https://www.info.gov.hk/gia/general/202002/26/P2020022600842.htm 262 | 958,87,2/26/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 21, passengers of DP cruise 1/25-2/22, returned to HK by flight 2/23, went to hospital 2/25, fever 2/12",Hong Kong,Hong Kong,female,21,2/12/2020,0,2/25/2020,1/25/2020,2/22/2020,0,0,0,0,fever,Government HK,https://www.info.gov.hk/gia/general/202002/26/P2020022600842.htm 263 | 959,88,2/26/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 16, brother of case 87, passengers of DP cruise 1/25-2/22, returned to HK by flight 2/23, went to hospital 2/25, runny nose since 2/17",Hong Kong,Hong Kong,male,16,2/17/2020,0,2/25/2020,1/25/2020,2/22/2020,0,0,0,0,runny nose,Government HK,https://www.info.gov.hk/gia/general/202002/26/P2020022600842.htm 264 | 960,89,2/26/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 80, husband of case 74, fever and cough 2/25 and admitted to hospital 2/25",Hong Kong,Hong Kong,male,80,2/25/2020,0,2/25/2020,NA,NA,0,0,0,0,"fever, cough",Government HK,https://www.info.gov.hk/gia/general/202002/26/P2020022600842.htm 265 | 962,91,2/26/2020,,"new confirmed COVID-19 patient in Hong Kong: male, 26, son of case 76, fever and cough 2/20, went to hospital 2/21, admitted 2/24",Hong Kong,Hong Kong,male,26,2/20/2020,0,2/21/2020,NA,NA,0,0,0,0,"fever, cough",Government HK,https://www.info.gov.hk/gia/general/202002/26/P2020022600842.htm 266 | 963,92,2/27/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 70, cough with sputum 2/13, went to doctor 2/13, 2/23, admitted to hospital 2/26",Hong Kong,Hong Kong,female,70,2/13/2020,0,2/13/2020,NA,NA,0,0,0,0,cough with sputum,Government HK,https://www.info.gov.hk/gia/general/202002/26/P2020022600842.htm 267 | 964,93,2/27/2020,,"new confirmed COVID-19 patient in Hong Kong: female, 89, cough since 2/25, went to clinic 2/26",Hong Kong,Hong Kong,female,89,2/25/2020,0,2/26/2020,NA,NA,0,0,0,0,cough,Government HK,https://www.info.gov.hk/gia/general/202002/26/P2020022600842.htm 268 | 993,1,2/2/2020,,"new confirmed COVID-19 patient in Philippines: male, 44, from Wuhan, admitted to hospital on 1/25/2020 in Manila with fever, cough, and sore throat, died 2/1/2020, arrived 1/21/2020",Manila,Phillipines,male,44,1/25/2020,1,1/25/2020,NA,1/21/2020,0,1,2/1/2020,0,"fever, cough, sore throat",Department of Health,https://www.doh.gov.ph/press-release/DOH-reveals-more-negative-2019-COVID-19-cases-confirms-first-COVID-19-ARD-death-in-PH 269 | 996,1,1/29/2020,,"new confirmed COVID-19 patient in Finland: female, 32, Chinese traveler from Wuhan, in isolation at Lapland's hospital, arrived in Finland 1/23/2020 and left Wuhan 1/22/2020, symptom onset 1/26/2020 (fever), hospitalized 1/28/2020",Lapland,Finland,female,32,1/26/2020,0,1/28/2020,NA,1/22/2020,0,1,0,0,fever,HBL,https://www.hbl.fi/artikel/ett-fall-av-coronavirus-bekraftat-i-finland/ 270 | 1007,11,2/26/2020,,"new confirmed COVID-19 patient in Spain: Barcelona, male, 22, recently spent time in northern Italy, went to hospital 2/25 with sore throat and fever",Barcelona,Spain,male,22,NA,NA,2/25/2020,NA,NA,0,0,0,0,"sore throat, fever",The Local,https://www.thelocal.es/20200226/covid-19-what-we-know-so-far-about-the-coronavirus-in-spain 271 | 1031,1,1/31/2020,,"new confirmed COVID-19 patient in Sweden: female, in her 20s, in Jonkoping county who had visited Wuhan, landed in Sweden 1/24/2020, a few days later developed cough and contacted local hospital,",Jonkoping,Sweden,female,25,1/27/2020,1,NA,NA,1/24/2020,1,0,0,0,cough,Politico,https://www.politico.eu/article/coronavirus-case-confirmed-in-finland-as-who-reconvenes-panel/ 272 | --------------------------------------------------------------------------------