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Health Database Query

This project creates a database that stores world health and population information collected between July 8th and November 8th 2012, and queries the database for relevant disease information.

1. Create health database

Create healthData.db and store the disease information from table.csv and healthfeed.json.





In [1]:



    


import sqlite3
import json
import csv
import sys



    











In [2]:



    


con = sqlite3.connect("healthData.db")
con.text_factory = str
cur = con.cursor()
commit_point = 5000



    











In [3]:



    


def create_database():
    cur.execute('drop table if exists health_csv')
    cur.execute("""create table health_data_csv
                    (Country text, Location text, Latitude real, Longitude real, Disease text, Report_date text, 
                     Summary text, Description text, Rating integer, News_feed text, Link text) 
                 """)
    cur.execute('drop table if exists health_json')
    cur.execute("""create table health_data_json
                    (Country text, Location text, Latitude real, Longitude real, Disease text, Report_date text, 
                     Summary text, Description text, Rating integer, News_feed text, Link text) 
                 """)



    











In [4]:



    


def insert(data, ext):
    if data and len(data) > 0:
        cur.executemany("insert into health_data" + ext + " VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)", data)
        con.commit()



    











In [5]:



    


def load_data(filename, load_format):
    if load_format == 'json':
        load_json(filename)
    elif load_format == 'csv':
        load_csv(filename)
    else:
        print 'ERROR: Invalid format, please specify 1 of "json" or "csv".'



    











In [6]:



    


def load_json(filename):
    json_file = open(filename, 'rU')
    i = 0
    data = []
    for line in json_file:
        entries = json.loads(line)
        for entry in entries:
            for alert in entry['alerts']:
                data.append((entry['country'], entry['place_name'], float(entry['lat']), float(entry['lng']), alert['disease'], alert['date'], alert['summary'], alert['descr'], int(float(alert['rating']['rating'])), alert['feed'], alert['link']))
                i += 1
                if i % commit_point == 0:
                    insert(data, '_json')
                    data = []
    json_file.close()
    insert(data, '_json')



    











In [7]:



    


def load_csv(filename):
    with open(filename, 'rU') as f:
        reader = csv.reader(f, delimiter=',')
        i = 0
        data = []
        is_first = True
        for row in reader:
            if is_first:
                is_first = False
                continue
            data.append((row[0], row[1], float(row[2]), float(row[3]), row[4], row[5], row[6], row[7], int(float(row[8])), row[9], row[10]))
            i += 1
            if i % commit_point == 0:
                insert(data, '_csv')
                data = []
        insert(data, '_csv')



    











In [8]:



    


def main():
    try:
        create_database()
        load_data('healthfeed.json', 'json')
        load_data('table.csv', 'csv')
    except sqlite3.Error, e:
        print "Error %s:" % e.args[0]
        sys.exit(1)
    finally:
        if con:
            con.commit()
            con.close()



    











In [9]:



    


if __name__ == '__main__':
    main()

2. Add an outbreak table to the health database

Create a table outbreak in healthData.db that store disease information for each country by the date and number of occurrences.





In [10]:



    


import sqlite3 as sqlite
import sys



    











In [11]:



    


#Get the data from the main database
with sqlite.connect('healthData.db') as con:  
    cur = con.cursor() 
    cur.execute('''select country, disease, date(report_date) as short_date, count(*), avg(rating)
                from health_data_csv
                group by country, disease, date(report_date)''')
    rows = cur.fetchall()
    
    #Dump results into "outbreaks" table that we can subsequently use for outbreak-based analysis  
    cur.execute("drop table if exists outbreaks")
    cur.execute("create table outbreaks(Country text, Disease text, Date text, Report_instances integer, Average_rating float)")
    cur.executemany("insert into outbreaks values (?, ?, ?, ?, ?)", rows)

3. Add a population table to the health database

Create a table populations in healthData.db that store 2012 United Nation population estimates from population12.csv. Note: The population figures are in 1000s.





In [12]:



    


import sys, csv
import sqlite3 as sqlite



    











In [13]:



    


def unicode_escape(x):
    try:
        return unicode(x)
    except UnicodeDecodeError:
        byte_text = str(x).encode('string_escape')
        return unicode(byte_text)



    











In [14]:



    


with open('population12.csv','rU') as csvfile:
    popreader = csv.reader(csvfile)
    data = []
    for row in popreader:
        x = row[65].split(',')
        pop = ''.join(x)
        l =(unicode_escape(row[0]), unicode_escape(row[1]), float(pop))
        data.append(l)



    











In [15]:



    


with sqlite.connect('healthData.db') as con: 
    cur = con.cursor() 
    cur.execute("drop table if exists populations")
    cur.execute("create table populations(Country text, ISO_Code text, Population_2012 FLOAT)")
    cur.executemany("insert into populations values (?, ?, ?)", data)

4. Query the health database for relevant disease information

Query healthData.db for the following information and output the queries into txt files:

1) Disease outbreak counts in each country 2) Disease outbreak counts in each country by disease type 3) Average rating and number of outbreaks by country 4) Disease frequencies by Day of Week 5) Total disease counts by Day of Week 6) Outbreaks per capita for each country 7) Total outbreaks for each disease 8) Average and max number reports per disease outbreak per country 9) Reports per capita for a given country 10) Top 10 countries by disease outbreaks





In [16]:



    


import sqlite3 as sqlite
import sys



    











In [17]:



    


try: 
    con = sqlite.connect('healthData.db')
    cur = con.cursor()
    
    # Query 1: Country outbreak counts
    cur.execute('''select Country, count(Disease) as Outbreak_Counts 
                from outbreaks 
                group by Country''')
    query1 = open("country outbreak counts.txt",'w')
    query1.write("Disease outbreak counts in each country:" + "\n")
    query1.write("Country" + "\t" + "Outbreak counts" + "\n")
    query1.write("-------------------------")
    print "%s" % ("Disease outbreak counts in each country:")
    print "%s\t%s" % ("Country", "Outbreak counts")
    print "-------------------------"
    for row in cur:
        query1.write("\n%s\t%s" %(row[0],row[1]))
        print "%s\t%s" % (row[0],row[1])
    
    print
    
    # Query 2: Disease outbreak counts in each country by disease type
    cur.execute('''select Country, Disease, count(*) as Outbreak_Counts 
                from outbreaks 
                group by Country, Disease 
                order by Country, count(*) desc''')
    query2 = open("country diseasetype frequency.txt",'w')
    query2.write("Disease outbreak counts in each country by disease type:" + "\n")
    query2.write("Country" + "\t" + "Disease" + "\t" + "Outbreak counts" + "\n")
    query2.write("--------------------------------")
    print "%s" % ("Disease outbreak counts in each country by disease type:")
    print "%s\t%s\t%s" % ("Country", "Disease", "Outbreak counts")
    print "--------------------------------"
    for row in cur:
        query2.write("\n%s\t%s\t%s" %(row[0],row[1],row[2]))
        print "%s\t%s\t%s" % (row[0],row[1],row[2])
    
    print
    
    # Query 3: Average rating and number of outbreaks by country
    cur.execute('''select Country, avg(Average_rating) as Average_ratings, count(*) as Num_Outbreaks 
                from outbreaks 
                group by Country''')
    query3 = open("country rating.txt",'w')
    query3.write("Average rating and number of outbreaks by country:" + "\n")
    query3.write("Country" + "\t" + "Average rating" + "\t" + "Outbreak counts" + "\n")
    query3.write("----------------------------------------")
    print "%s" % ("Average rating and number of outbreaks by country:")
    print "%s\t%s\t%s" % ("Country", "Average rating", "Outbreak counts")
    print "----------------------------------------"
    for row in cur:
        query3.write("\n%s\t%s\t%s" %(row[0],row[1],row[2]))
        print "%s\t%s\t%s" % (row[0],row[1],row[2])
    
    print
    
    # Query 4: Disease distribution by Day of Week
    cur.execute('''select case 
                        when strftime('%w', Report_date) = '0' then 'Sunday' 
                        when strftime('%w', Report_date) = '1' then 'Monday' 
                        when strftime('%w', Report_date) = '2' then 'Tuesday' 
                        when strftime('%w', Report_date) = '3' then 'Wednesday' 
                        when strftime('%w', Report_date) = '4' then 'Thursday' 
                        when strftime('%w', Report_date) = '5' then 'Friday' 
                        when strftime('%w', Report_date) = '6' then 'Saturday' 
                        else strftime('%w', Report_date) end as DOW, Disease, count(*) as Disease_Counts 
                from health_data_csv 
                where date(Report_date) between date('2012-08-05') and ('2012-10-27') 
                group by strftime('%w', Report_date), Disease''')
    query4 = open("dow disease distribution.txt",'w')
    query4.write("Disease distribution by Day of Week:" + "\n")
    query4.write("DOW" + "\t" + "Disease" + "\t" + "Disease counts" + "\n")
    query4.write("---------------------------------")
    print "%s" % ("Disease distribution by Day of Week:")
    print "%s\t%s\t%s" % ("DOW", "Disease", "Disease counts")
    print "---------------------------------"
    for row in cur:
        query4.write("\n%s\t%s\t%s" %(row[0],row[1],row[2]))
        print "%s\t%s\t%s" % (row[0],row[1],row[2])
    
    print
    
    # Query 5: Disease counts by Day of Week
    cur.execute('''select case 
                        when strftime('%w', Report_date) = '0' then 'Sunday' 
                        when strftime('%w', Report_date) = '1' then 'Monday' 
                        when strftime('%w', Report_date) = '2' then 'Tuesday' 
                        when strftime('%w', Report_date) = '3' then 'Wednesday' 
                        when strftime('%w', Report_date) = '4' then 'Thursday' 
                        when strftime('%w', Report_date) = '5' then 'Friday' 
                        when strftime('%w', Report_date) = '6' then 'Saturday' 
                        else strftime('%w', Report_date) 
                        end as DOW, count(*) as Disease_Counts 
                from health_data_csv 
                where date(Report_date) between date('2012-08-05') and ('2012-10-27') 
                group by strftime('%w', Report_date)''')
    query5 = open("dow counts.txt",'w')
    query5.write("Disease counts by Day of Week:" + "\n")
    query5.write("DOW" + "\t" + "Disease counts" + "\n")
    query5.write("-----------------------")
    print "%s" % ("Disease counts by Day of Week:")
    print "%s\t%s" % ("DOW", "Disease counts")
    print "-----------------------"
    for row in cur:
        query5.write("\n%s\t%s" %(row[0],row[1]))
        print "%s\t%s" % (row[0],row[1])
    
    print
    
    # Query 6: Outbreaks per capita for each country
    cur.execute('''select o.Country, count(*) as Incidents, p.Population_2012, (count(*)/p.Population_2012) as Incidents_per_capita 
                from outbreaks as o 
                join populations as p on (o.Country = p.Country) 
                group by o.Country 
                order by Incidents_per_capita desc''')
    query6 = open("outbreaks per capita.txt",'w')
    query6.write("Outbreaks per capita for each country:" + "\n")
    query6.write("Country" + "\t" + "Incidents" + "\t" + "Population 2012 (in 1000s)" + "\t" + "Incidents per capita" + "\n")
    query6.write("-----------------------------------------------------------------------------")
    print "%s" % ("Outbreaks per capita for each country:")
    print "%s\t%s\t%s\t%s" % ("Country", "Incidents", "Population 2012 (in 1000s)", "Incidents per capita")
    print "-----------------------------------------------------------------------------"
    for row in cur:
        query6.write("\n%s\t%s\t%s\t%s" %(row[0],row[1],row[2],row[3]))
        print "%s\t%s\t%s\t%s" % (row[0],row[1],row[2],row[3])
    
    print 
    
    # Query 7: Rank disease incidents
    cur.execute('''select Disease, count(*) as Outbreak_counts, count(distinct Country) as Num_Countries, sum(Report_instances) as Total_Reports, 
                  cast(sum(Report_instances)/count(*) as float) as Reports_per_Outbreak 
                from outbreaks group by Disease 
                order by count(*) desc''')
    query7 = open("rank diseases.txt",'w')
    query7.write("Rank disease incidents:" + "\n")
    query7.write("Disease" + "\t" + "Outbreak counts" + "\t" + "Number of countries" + "\t" + "Total reports" + "\t" + "Reports per outbreak" + "\n")
    query7.write("--------------------------------------------------------------------------------------")
    print "%s" % ("Rank disease incidents:")
    print "%s\t%s\t%s\t%s\t%s" % ("Disease", "Outbreak counts", "Number of countries", "Total reports", "Reports per outbreak")
    print "--------------------------------------------------------------------------------------"
    for row in cur:
        query7.write("\n%s\t%s\t%s\t%s\t%s" %(row[0],row[1],row[2],row[3],row[4]))
        print "%s\t%s\t%s\t%s\t%s" % (row[0],row[1],row[2],row[3],row[4])
    
    print
    
    # Query 8: Average and max number reports per disease outbreak per country
    cur.execute('''select Country, sum(Report_instances) as Total_Reports, count(*) as Total_Outbreaks, 
                  avg(Report_instances) as Avg_Reports_per_Outbreak, max(Report_instances) as Max_Report_Instances 
                from outbreaks 
                group by Country''')
    query8 = open("report numbers.txt",'w')
    query8.write("Average and max number reports per disease outbreak per country:" + "\n")
    query8.write("Country" + "\t" + "Total reports" + "\t" + "Total outbreaks" + "\t" + "Average reports per outbreak" + "\t" + "Max report instances" + "\n")
    query8.write("---------------------------------------------------------------------------------------------")
    print "%s" % ("Average and max number reports per disease outbreak per country:")
    print "%s\t%s\t%s\t%s\t%s" % ("Country", "Total reports", "Total outbreaks", "Average reports per outbreak", "Max report instances")
    print "---------------------------------------------------------------------------------------------"
    for row in cur:
        query8.write("\n%s\t%s\t%s\t%s\t%s" %(row[0],row[1],row[2],row[3],row[4]))
        print "%s\t%s\t%s\t%s\t%s" % (row[0],row[1],row[2],row[3],row[4])
    
    print
    
    # Query 9: Reports per capita for a given country
    cur.execute('''select h.Country, count(*) as Reports, p.Population_2012,(count(*)/p.Population_2012) as Reports_country_per_capita 
                from health_data_csv as h 
                join populations as p on (h.Country = p.Country) 
                group by h.Country 
                order by Reports_country_per_capita desc''')
    query9 = open("reports per capita.txt",'w')
    query9.write("Reports per capita for a given country:" + "\n")
    query9.write("Country" + "\t" + "Total reports" + "\t" + "Population 2012 (in 1000s)" + "\t" + "Reports per capita" + "\n")
    query9.write("---------------------------------------------------------------------------")
    print "%s" % ("Reports per capita for a given country:")
    print "%s\t%s\t%s\t%s" % ("Country", "Total reports", "Population 2012 (in 1000s)", "Reports per capita")
    print "---------------------------------------------------------------------------"
    for row in cur:
        query9.write("\n%s\t%s\t%s\t%s" %(row[0],row[1],row[2],row[3]))
        print "%s\t%s\t%s\t%s" % (row[0],row[1],row[2],row[3])
    
    print
    
    # Query 10: Top 10 outbreak countries
    cur.execute('''select Country, count(*) as Outbreak_counts 
                from outbreaks 
                group by Country 
                order by count(*) desc limit 10''')
    query10 = open("top 10 outbreak countries.txt",'w')
    query10.write("Top 10 outbreak countries:" + "\n")
    query10.write("Country" + "\t" + "Total outbreak counts" + "\n")
    query10.write("------------------------------")
    print "%s" % ("Top 10 outbreak countries:")
    print "%s\t%s" % ("Country", "Total outbreak counts")
    print "------------------------------"
    for row in cur:
        query10.write("\n%s\t%s" %(row[0],row[1]))
        print "%s\t%s" % (row[0],row[1])
    
    print 
    
    # Query 11: Print all Health web links
    cur.execute("select Link from health_data_csv")
    query11 = open("links_source.txt",'w')
    for row in cur:
        query11.write("\n%s" %(row[0]))

except sqlite.Error, e:
    print "Error %s:" % e.args[0]
    sys.exit(1)

finally:
    if con:
        con.close()



    


















    






Disease outbreak counts in each country:
Country	Outbreak counts
-------------------------
Afghanistan	5
Albania	5
Algeria	16
Angola	28
Argentina	131
Armenia	7
Australia	81
Austria	5
Azerbaijan	4
Bahrain	2
Bangladesh	3
Barbados	1
Belarus	2
Belgium	15
Benin	4
Bhutan	11
Bolivia	25
Brazil	216
Bulgaria	2
Burkina Faso	1
Burundi	1
Cambodia	19
Cameroon	3
Canada	243
Cape Verde	2
Central African Republic	1
Chad	5
Chile	44
China	335
Colombia	45
Costa Rica	21
Cote d'Ivoire	5
Croatia	5
Cuba	44
Czech Republic	7
DR Congo	82
Denmark	7
Dominican Republic	72
Ecuador	12
Egypt	104
El Salvador	52
Estonia	5
Ethiopia	4
Fiji	3
Finland	3
France	57
Gambia	5
Germany	52
Ghana	23
Greece	28
Guatemala	15
Guinea	30
Guinea-Bissau	3
Guyana	1
Haiti	20
Honduras	68
Hungary	6
Iceland	3
India	244
Indonesia	35
Iran	4
Iraq	13
Ireland	16
Israel	23
Italy	24
Jamaica	11
Japan	20
Jordan	13
Kazakhstan	10
Kenya	38
Kuwait	3
Kyrgyzstan	6
Laos	1
Latvia	4
Lebanon	2
Liberia	1
Libya	1
Madagascar	8
Malawi	6
Malaysia	17
Mali	7
Malta	2
Marshall Islands	1
Mauritania	9
Mauritius	1
Mexico	253
Moldova	2
Mongolia	1
Morocco	11
Mozambique	1
Myanmar	8
Namibia	6
Nepal	26
Netherlands	20
New Zealand	50
Nicaragua	10
Niger	4
Nigeria	39
Norway	7
Oman	2
Pakistan	104
Palestinian Authority	8
Panama	14
Papua New Guinea	4
Paraguay	41
Peru	70
Philippines	53
Poland	5
Portugal	20
Qatar	13
Republic of Congo	14
Republic of Macedonia	3
Romania	8
Russia	229
Samoa	2
Sao Tome & Principe	2
Saudi Arabia	40
Serbia	12
Sierra Leone	38
Singapore	8
Slovakia	2
Somalia	5
South Africa	21
South Korea	6
South Sudan	8
Spain	54
Sri Lanka	18
Sudan	23
Swaziland	4
Sweden	4
Switzerland	11
Syria	4
Tajikistan	1
Tanzania	8
Thailand	30
The Bahamas	1
Trinidad & Tobago	5
Tunisia	13
Turkey	2
Uganda	62
Ukraine	58
United Arab Emirates	13
United Kingdom	235
United States	1221
Uruguay	6
Uzbekistan	2
Venezuela	54
Vietnam	71
Yemen	10
Zambia	15
Zimbabwe	9

Disease outbreak counts in each country by disease type:
Country	Disease	Outbreak counts
--------------------------------
Afghanistan	Polio	3
Afghanistan	Crimean-Congo Hemorrhagic Fever	2
Albania	Rabies	3
Albania	Malaria	1
Albania	Respiratory Illness	1
Algeria	Gastroenteritis	7
Algeria	Foodborne Illness	5
Algeria	West Nile Virus	2
Algeria	HIV/AIDS	1
Algeria	Malaria	1
Angola	Measles	11
Angola	Cholera	5
Angola	Peste des petits ruminants	3
Angola	Diarrhea	2
Angola	Dengue	1
Angola	Gastroenteritis	1
Angola	Malaria	1
Angola	Polio	1
Angola	Rabies	1
Angola	Tuberculosis	1
Angola	Typhoid	1
Argentina	Swine Flu H1N1	49
Argentina	Influenza	13
Argentina	Trichinosis	12
Argentina	Hantavirus	11
Argentina	Meningitis	9
Argentina	Dengue	6
Argentina	Whooping Cough	4
Argentina	Hemorrhagic Fever	3
Argentina	Gastroenteritis	2
Argentina	Poisoning	2
Argentina	Rabies	2
Argentina	Anthrax	1
Argentina	Bronchitis/Bronchiolitis	1
Argentina	Brucellosis	1
Argentina	CJD	1
Argentina	Chagas	1
Argentina	E. coli	1
Argentina	Echinococcosis	1
Argentina	Equine Influenza	1
Argentina	Fever	1
Argentina	Hepatitis A	1
Argentina	Malaria	1
Argentina	Other Human Disease	1
Argentina	Other Plant Disease	1
Argentina	Pneumonia	1
Argentina	Respiratory Illness	1
Argentina	Syphilis	1
Argentina	Tetanus	1
Argentina	Yellow Fever	1
Armenia	Anthrax	6
Armenia	Chicken Pox	1
Australia	Influenza	16
Australia	Measles	6
Australia	Other Animal Disease	6
Australia	Nipah/Hendra Virus	4
Australia	Norovirus	4
Australia	Tuberculosis	4
Australia	Gastroenteritis	3
Australia	Hepatitis	3
Australia	Pests	3
Australia	Scabies	3
Australia	HIV/AIDS	2
Australia	Other Plant Disease	2
Australia	Parvovirus	2
Australia	Salmonella	2
Australia	Syphilis	2
Australia	Algae	1
Australia	Animal Die-off	1
Australia	Avian Influenza	1
Australia	Canine distemper	1
Australia	Chicken Pox	1
Australia	Chronic/Non-Infectious Disease	1
Australia	Dengue	1
Australia	Environmental	1
Australia	Gonorrhea	1
Australia	Listeriosis	1
Australia	Melioidosis	1
Australia	Respiratory Illness	1
Australia	Ross River Virus	1
Australia	Shingles	1
Australia	Swine Flu H1N1	1
Australia	Tick-borne disease	1
Australia	Tularemia	1
Australia	Typhoid	1
Australia	Vaccine Complication	1
Austria	Salmonella	3
Austria	Schmallenberg	1
Austria	West Nile Virus	1
Azerbaijan	Anthrax	2
Azerbaijan	Gastroenteritis	1
Azerbaijan	Tuberculosis	1
Bahrain	Other Animal Disease	1
Bahrain	Pneumonia	1
Bangladesh	Cholera	1
Bangladesh	Influenza	1
Bangladesh	Other Plant Disease	1
Barbados	Dengue	1
Belarus	HIV/AIDS	1
Belarus	Influenza	1
Belgium	Salmonella	4
Belgium	Melioidosis	2
Belgium	Environmental	1
Belgium	Equine Infectious Anemia	1
Belgium	Food-related toxin	1
Belgium	Foodborne Illness	1
Belgium	Gastroenteritis	1
Belgium	Legionnaires'	1
Belgium	Leptospirosis	1
Belgium	Schmallenberg	1
Belgium	West Nile Virus	1
Benin	Cholera	1
Benin	Foodborne Illness	1
Benin	Gastroenteritis	1
Benin	Malaria	1
Bhutan	Anthrax	2
Bhutan	Avian Influenza	2
Bhutan	Rabies	2
Bhutan	Chikungunya	1
Bhutan	Dengue	1
Bhutan	Foot and Mouth	1
Bhutan	Hepatitis B	1
Bhutan	Influenza	1
Bolivia	Dengue	7
Bolivia	Swine Flu H1N1	4
Bolivia	Influenza	3
Bolivia	Rabies	2
Bolivia	West Nile Virus	2
Bolivia	Brucellosis	1
Bolivia	Chagas	1
Bolivia	Diarrhea	1
Bolivia	Foot and Mouth	1
Bolivia	Malaria	1
Bolivia	St. Louis Encephalitis	1
Bolivia	Yellow Fever	1
Brazil	Dengue	67
Brazil	Swine Flu H1N1	34
Brazil	Meningitis	20
Brazil	Chicken Pox	12
Brazil	Influenza	12
Brazil	Swine Flu H3N2	9
Brazil	Tuberculosis	9
Brazil	Rocky Mountain Spotted Fever	7
Brazil	Fever	5
Brazil	Chagas	4
Brazil	Yellow Fever	4
Brazil	Antibiotic resistance	2
Brazil	Botulism	2
Brazil	Diarrhea	2
Brazil	Foodborne Illness	2
Brazil	Hantavirus	2
Brazil	Leptospirosis	2
Brazil	Malaria	2
Brazil	Other Plant Disease	2
Brazil	Pneumonia	2
Brazil	Poisoning	2
Brazil	Rabies	2
Brazil	Conjunctivitis	1
Brazil	Hospital-Related Infection	1
Brazil	Leishmaniasis	1
Brazil	Not Yet Classified	1
Brazil	Other Human Disease	1
Brazil	P. aeruginosa	1
Brazil	Pests	1
Brazil	Salmonella	1
Brazil	Staph	1
Brazil	Trypanosomiasis	1
Brazil	Whooping Cough	1
Bulgaria	Hepatitis A	2
Burkina Faso	Cholera	1
Burundi	Cholera	1
Cambodia	Dengue	10
Cambodia	Influenza	3
Cambodia	Chronic/Non-Infectious Disease	2
Cambodia	HFM-Enterovirus71	2
Cambodia	Chikungunya	1
Cambodia	Not Yet Classified	1
Cameroon	Classical Swine Fever	1
Cameroon	E. coli	1
Cameroon	Influenza	1
Canada	E. coli	31
Canada	Legionnaires'	29
Canada	Waterborne Illness	17
Canada	West Nile Virus	17
Canada	Salmonella	14
Canada	Whooping Cough	13
Canada	Norovirus	10
Canada	Animal Die-off	7
Canada	Not Yet Classified	7
Canada	Influenza	6
Canada	Listeriosis	6
Canada	Measles	6
Canada	Syphilis	6
Canada	C. difficile	5
Canada	Other Animal Disease	5
Canada	Anthrax	4
Canada	Equine Infectious Anemia	4
Canada	MRSA	4
Canada	Ringworm	4
Canada	Algae	3
Canada	Environmental	3
Canada	Lyme Disease	3
Canada	Other Plant Disease	3
Canada	Pests	3
Canada	Tuberculosis	3
Canada	Canine distemper	2
Canada	Diarrhea	2
Canada	Enterococcus	2
Canada	Hand, Foot and Mouth Disease	2
Canada	Meningitis	2
Canada	Scabies	2
Canada	Swine Flu H1N1	2
Canada	Swine Flu H3N2	2
Canada	Antibiotic resistance	1
Canada	Cholera	1
Canada	Dengue	1
Canada	Echinococcosis	1
Canada	Foodborne Illness	1
Canada	Gastroenteritis	1
Canada	Hantavirus	1
Canada	Newcastle Disease	1
Canada	P. aeruginosa	1
Canada	Parvovirus	1
Canada	Plague	1
Canada	Sexually Transmitted Infection	1
Canada	Typhoid	1
Canada	Viral Meningitis	1
Cape Verde	Cholera	2
Central African Republic	Trypanosomiasis	1
Chad	Guinea Worm	2
Chad	Diarrhea	1
Chad	Malaria	1
Chad	Polio	1
Chile	Meningitis	11
Chile	Poisoning	8
Chile	Hantavirus	6
Chile	Influenza	6
Chile	C. difficile	2
Chile	Foodborne Illness	2
Chile	Meningitis - Neisseria	2
Chile	Whooping Cough	2
Chile	Bronchitis/Bronchiolitis	1
Chile	Cholera	1
Chile	Echinococcosis	1
Chile	Other Animal Disease	1
Chile	Other Plant Disease	1
China	Not Yet Classified	56
China	Dengue	29
China	Cholera	26
China	Anthrax	20
China	Hand, Foot and Mouth Disease	20
China	HIV/AIDS	17
China	Avian Influenza	11
China	Plague	11
China	Coronavirus	9
China	Foot and Mouth	9
China	Gastroenteritis	9
China	Pests	8
China	Influenza	7
China	SARS	7
China	Diarrhea	6
China	Dysentery	6
China	Foodborne Illness	6
China	Measles	6
China	Meningitis	6
China	Poisoning	5
China	Rabies	5
China	E. coli	4
China	Food-related toxin	4
China	Pneumonia	4
China	Babesiosis	3
China	Japanese Encephalitis	3
China	Norovirus	3
China	African Swine Fever	2
China	Antibiotic resistance	2
China	Encephalitis	2
China	Enterovirus	2
China	Leprosy	2
China	Sexually Transmitted Infection	2
China	Swine Flu H1N1	2
China	Undiagnosed	2
China	Vaccine Complication	2
China	West Nile Virus	2
China	Ebola	1
China	HFM-Enterovirus71	1
China	Hepatitis	1
China	Human Bocavirus	1
China	Malaria	1
China	Other Human Disease	1
China	Other Plant Disease	1
China	Respiratory Illness	1
China	Salmonella	1
China	Syphilis	1
China	Tick-borne disease	1
China	Tuberculosis	1
China	Typhoid	1
China	Vibrio vulnificus	1
China	Whooping Cough	1
Colombia	Dengue	24
Colombia	Chicken Pox	7
Colombia	Meningitis	4
Colombia	Cholera	3
Colombia	Poisoning	3
Colombia	Influenza	1
Colombia	Respiratory Illness	1
Colombia	Tuberculosis	1
Colombia	Whooping Cough	1
Costa Rica	Dengue	9
Costa Rica	Diarrhea	4
Costa Rica	Influenza	4
Costa Rica	Whooping Cough	2
Costa Rica	Chronic/Non-Infectious Disease	1
Costa Rica	Respiratory Illness	1
Cote d'Ivoire	Cholera	3
Cote d'Ivoire	Diarrhea	1
Cote d'Ivoire	Other Plant Disease	1
Croatia	West Nile Virus	5
Cuba	Cholera	19
Cuba	Dengue	19
Cuba	Influenza	4
Cuba	Other Animal Disease	1
Cuba	Pests	1
Czech Republic	Poisoning	3
Czech Republic	Salmonella	3
Czech Republic	Not Yet Classified	1
DR Congo	Ebola	50
DR Congo	Cholera	13
DR Congo	Peste des petits ruminants	3
DR Congo	Hemorrhagic Fever	2
DR Congo	Malaria	2
DR Congo	Measles	2
DR Congo	Meningitis	2
DR Congo	Monkeypox	2
DR Congo	Not Yet Classified	2
DR Congo	Chikungunya	1
DR Congo	Onchocerciasis	1
DR Congo	Rabies	1
DR Congo	Undiagnosed	1
Denmark	Coronavirus	2
Denmark	Schmallenberg	2
Denmark	Anthrax	1
Denmark	Influenza	1
Denmark	SARS	1
Dominican Republic	Dengue	41
Dominican Republic	Cholera	22
Dominican Republic	Diarrhea	3
Dominican Republic	Other Animal Disease	3
Dominican Republic	Swine Flu H1N1	1
Dominican Republic	Typhoid	1
Dominican Republic	Whooping Cough	1
Ecuador	Dengue	6
Ecuador	Influenza	3
Ecuador	Ebola	1
Ecuador	Poisoning	1
Ecuador	Whooping Cough	1
Egypt	Mumps	27
Egypt	Foodborne Illness	17
Egypt	Gastroenteritis	12
Egypt	Waterborne Illness	12
Egypt	Avian Influenza	9
Egypt	Poisoning	6
Egypt	Food-related toxin	5
Egypt	Chicken Pox	3
Egypt	Peste des petits ruminants	3
Egypt	Conjunctivitis	2
Egypt	Foot and Mouth	2
Egypt	Not Yet Classified	2
Egypt	Undiagnosed	2
Egypt	Ringworm	1
Egypt	Typhoid	1
El Salvador	Dengue	38
El Salvador	Influenza	4
El Salvador	Whooping Cough	4
El Salvador	Other Plant Disease	2
El Salvador	Poisoning	2
El Salvador	Chronic/Non-Infectious Disease	1
El Salvador	E. coli	1
Estonia	Salmonella	3
Estonia	Animal Die-off	1
Estonia	Dysentery	1
Ethiopia	Guinea Worm	2
Ethiopia	Foot and Mouth	1
Ethiopia	Measles	1
Fiji	Typhoid	2
Fiji	Norovirus	1
Finland	Schmallenberg	2
Finland	Listeriosis	1
France	Meningitis	8
France	Food-related toxin	5
France	Scabies	5
France	Salmonella	4
France	Hantavirus	3
France	Legionnaires'	3
France	Measles	3
France	Brucellosis	2
France	Dengue	2
France	E. coli	2
France	Foodborne Illness	2
France	Hepatitis A	2
France	Schmallenberg	2
France	Amoeba	1
France	Anthrax	1
France	Bovine TB	1
France	CJD	1
France	Chikungunya	1
France	Equine Infectious Anemia	1
France	Gastroenteritis	1
France	Meningitis - Neisseria	1
France	Norovirus	1
France	Parvovirus	1
France	Tuberculosis	1
France	Vaccine Complication	1
France	Waterborne Illness	1
France	West Nile Virus	1
Gambia	Bovine Pleuropneumonia	4
Gambia	Malaria	1
Germany	Gastroenteritis	9
Germany	Equine Infectious Anemia	6
Germany	Norovirus	6
Germany	Salmonella	4
Germany	Anthrax	3
Germany	Foodborne Illness	2
Germany	Hospital-Related Infection	2
Germany	Legionnaires'	2
Germany	Meningitis	2
Germany	Other Human Disease	2
Germany	Poisoning	2
Germany	African Swine Fever	1
Germany	Animal Die-off	1
Germany	Aspergillosis	1
Germany	Diarrhea	1
Germany	E. coli	1
Germany	Hantavirus	1
Germany	Herpes	1
Germany	Malaria	1
Germany	Not Yet Classified	1
Germany	Other Plant Disease	1
Germany	Schmallenberg	1
Germany	Vibrio parahaemolyticus	1
Ghana	Cholera	8
Ghana	Influenza	8
Ghana	Malaria	4
Ghana	Rabies	2
Ghana	HIV/AIDS	1
Greece	West Nile Virus	9
Greece	Malaria	8
Greece	Bluetongue	4
Greece	Dengue	2
Greece	Rabies	2
Greece	Anthrax	1
Greece	Legionnaires'	1
Greece	Other Animal Disease	1
Guatemala	Dengue	8
Guatemala	Classical Swine Fever	3
Guatemala	African Swine Fever	1
Guatemala	Other Plant Disease	1
Guatemala	Poisoning	1
Guatemala	Typhoid	1
Guinea	Cholera	28
Guinea	West Nile Virus	2
Guinea-Bissau	Cholera	3
Guyana	Foot and Mouth	1
Haiti	Cholera	20
Honduras	Dengue	43
Honduras	Chagas	4
Honduras	Diarrhea	3
Honduras	Hepatitis	3
Honduras	Influenza	3
Honduras	Bronchitis/Bronchiolitis	2
Honduras	Hepatitis A	2
Honduras	Other Plant Disease	2
Honduras	Rabies	2
Honduras	African Swine Fever	1
Honduras	Malaria	1
Honduras	Poisoning	1
Honduras	West Nile Virus	1
Hungary	Salmonella	3
Hungary	Syphilis	2
Hungary	West Nile Virus	1
Iceland	Other Animal Disease	3
India	Dengue	71
India	Swine Flu H1N1	38
India	Malaria	20
India	Scrub Typhus	13
India	Encephalitis	10
India	Diarrhea	8
India	Chikungunya	7
India	Gastroenteritis	7
India	Influenza	7
India	Polio	6
India	Avian Influenza	5
India	Conjunctivitis	5
India	Foot and Mouth	5
India	Rabies	5
India	Leprosy	4
India	Undiagnosed	4
India	Cholera	3
India	Diphtheria	3
India	Hand, Foot and Mouth Disease	3
India	Hepatitis C	2
India	Japanese Encephalitis	2
India	Newcastle Disease	2
India	Pneumonia	2
India	Typhoid	2
India	Bovine TB	1
India	Chicken Pox	1
India	Chronic/Non-Infectious Disease	1
India	Fever	1
India	Hepatitis B	1
India	Leptospirosis	1
India	Meningitis	1
India	Other Plant Disease	1
India	Tuberculosis	1
India	Waterborne Illness	1
Indonesia	Chikungunya	7
Indonesia	Avian Influenza	6
Indonesia	Hemorrhagic Fever	4
Indonesia	Diarrhea	3
Indonesia	E. coli	3
Indonesia	Rabies	2
Indonesia	Vibrio parahaemolyticus	2
Indonesia	Chronic/Non-Infectious Disease	1
Indonesia	Conjunctivitis	1
Indonesia	Dysentery	1
Indonesia	Encephalitis	1
Indonesia	Hand, Foot and Mouth Disease	1
Indonesia	Not Yet Classified	1
Indonesia	Respiratory Illness	1
Indonesia	Waterborne Illness	1
Iran	Dengue	1
Iran	Foot and Mouth	1
Iran	Not Yet Classified	1
Iran	Waterborne Illness	1
Iraq	Cholera	8
Iraq	Diarrhea	1
Iraq	Foot and Mouth	1
Iraq	Not Yet Classified	1
Iraq	Poisoning	1
Iraq	Tuberculosis	1
Ireland	Environmental	3
Ireland	Norovirus	2
Ireland	Schmallenberg	2
Ireland	Animal Die-off	1
Ireland	Diarrhea	1
Ireland	Food-related toxin	1
Ireland	Hantavirus	1
Ireland	MRSA	1
Ireland	Other Animal Disease	1
Ireland	Salmonella	1
Ireland	Waterborne Illness	1
Ireland	Whooping Cough	1
Israel	Lumpy Skin Disease	8
Israel	Botulism	2
Israel	Leishmaniasis	2
Israel	Newcastle Disease	2
Israel	Anthrax	1
Israel	Diarrhea	1
Israel	Gastroenteritis	1
Israel	Hepatitis A	1
Israel	Legionnaires'	1
Israel	Measles	1
Israel	Rabies	1
Israel	Tuberculosis	1
Israel	West Nile Virus	1
Italy	West Nile Virus	5
Italy	Anthrax	3
Italy	Bacterial Meningitis	3
Italy	Bluetongue	3
Italy	Meningitis	3
Italy	Avian Influenza	2
Italy	Meningitis - Neisseria	2
Italy	Japanese Encephalitis	1
Italy	Pests	1
Italy	Pneumonia	1
Jamaica	Dengue	8
Jamaica	Influenza	2
Jamaica	Gastroenteritis	1
Japan	E. coli	6
Japan	Not Yet Classified	5
Japan	Foot and Mouth	4
Japan	Avian Influenza	1
Japan	Gastroenteritis	1
Japan	HFM-Enterovirus71	1
Japan	Malaria	1
Japan	Measles	1
Jordan	Foodborne Illness	6
Jordan	Tuberculosis	3
Jordan	Gastroenteritis	1
Jordan	Malaria	1
Jordan	Pneumonia	1
Jordan	Waterborne Illness	1
Kazakhstan	Anthrax	3
Kazakhstan	African Swine Fever	2
Kazakhstan	Undiagnosed	2
Kazakhstan	Not Yet Classified	1
Kazakhstan	Other Plant Disease	1
Kazakhstan	Typhoid	1
Kenya	Measles	9
Kenya	Peste des petits ruminants	5
Kenya	Anthrax	4
Kenya	Ebola	4
Kenya	Malaria	4
Kenya	Influenza	3
Kenya	Cholera	2
Kenya	Rift Valley Fever	2
Kenya	Diarrhea	1
Kenya	Filariasis	1
Kenya	Other Animal Disease	1
Kenya	Tuberculosis	1
Kenya	Undiagnosed	1
Kuwait	Foodborne Illness	1
Kuwait	Hepatitis	1
Kuwait	Hepatitis A	1
Kyrgyzstan	Anthrax	3
Kyrgyzstan	Hepatitis A	1
Kyrgyzstan	Sheep/Goat Pox	1
Kyrgyzstan	Vaccine Complication	1
Laos	Dengue	1
Latvia	African Swine Fever	2
Latvia	Tularemia	2
Lebanon	Gastroenteritis	1
Lebanon	Hantavirus	1
Liberia	Cholera	1
Libya	Foot and Mouth	1
Madagascar	Influenza	7
Madagascar	Foodborne Illness	1
Malawi	Chicken Pox	2
Malawi	Cholera	2
Malawi	Rabies	2
Malaysia	Dengue	5
Malaysia	Cholera	3
Malaysia	Hand, Foot and Mouth Disease	2
Malaysia	Protozoa, miscellaneous	2
Malaysia	Gastroenteritis	1
Malaysia	HFM-Enterovirus71	1
Malaysia	Malaria	1
Malaysia	Swine Flu H1N1	1
Malaysia	Tuberculosis	1
Mali	Cholera	4
Mali	Guinea Worm	2
Mali	Diarrhea	1
Malta	Legionnaires'	1
Malta	Scabies	1
Marshall Islands	Dengue	1
Mauritania	Rift Valley Fever	6
Mauritania	Foodborne Illness	1
Mauritania	Foot and Mouth	1
Mauritania	Malaria	1
Mauritius	Influenza	1
Mexico	Dengue	87
Mexico	West Nile Virus	27
Mexico	Avian Influenza	22
Mexico	Diarrhea	11
Mexico	Cholera	10
Mexico	Hepatitis A	8
Mexico	Poisoning	8
Mexico	Influenza	6
Mexico	Respiratory Illness	6
Mexico	Salmonella	6
Mexico	Swine Flu H1N1	5
Mexico	Foodborne Illness	4
Mexico	Hepatitis	4
Mexico	Lice	4
Mexico	Meningitis	4
Mexico	Rabies	4
Mexico	Brucellosis	3
Mexico	Tuberculosis	3
Mexico	Chicken Pox	2
Mexico	E. coli	2
Mexico	Fever	2
Mexico	Plague	2
Mexico	Rickettsia	2
Mexico	Typhoid	2
Mexico	African Swine Fever	1
Mexico	Algae	1
Mexico	Bovine TB	1
Mexico	Chagas	1
Mexico	Equine Influenza	1
Mexico	Gastroenteritis	1
Mexico	Hepatitis C	1
Mexico	Malaria	1
Mexico	Not Yet Classified	1
Mexico	Other Human Disease	1
Mexico	Other Plant Disease	1
Mexico	Otitis media	1
Mexico	Parvovirus	1
Mexico	Pests	1
Mexico	Pneumonia	1
Mexico	Rocky Mountain Spotted Fever	1
Mexico	Scabies	1
Mexico	Strep	1
Mexico	Syphilis	1
Moldova	African Swine Fever	2
Mongolia	Classical Swine Fever	1
Morocco	Gastroenteritis	3
Morocco	Whooping Cough	3
Morocco	Foodborne Illness	1
Morocco	Meningitis	1
Morocco	Not Yet Classified	1
Morocco	Poisoning	1
Morocco	Waterborne Illness	1
Mozambique	Rabies	1
Myanmar	Diarrhea	2
Myanmar	Influenza	2
Myanmar	Malaria	2
Myanmar	Not Yet Classified	1
Myanmar	Respiratory Illness	1
Namibia	Animal Die-off	2
Namibia	Measles	2
Namibia	Rabies	2
Nepal	Fever	7
Nepal	Cholera	3
Nepal	Influenza	3
Nepal	Avian Influenza	2
Nepal	Measles	2
Nepal	Swine Flu H1N1	2
Nepal	Undiagnosed	2
Nepal	Diarrhea	1
Nepal	Environmental	1
Nepal	Other Human Disease	1
Nepal	Polio	1
Nepal	Typhoid	1
Netherlands	Salmonella	9
Netherlands	Avian Influenza	4
Netherlands	Schmallenberg	2
Netherlands	Animal Die-off	1
Netherlands	Environmental	1
Netherlands	Foodborne Illness	1
Netherlands	Protozoa, miscellaneous	1
Netherlands	Swine Flu H1N1	1
New Zealand	Norovirus	18
New Zealand	Influenza	7
New Zealand	Other Plant Disease	6
New Zealand	Gastroenteritis	4
New Zealand	Listeriosis	2
New Zealand	Meningitis - Neisseria	2
New Zealand	Waterborne Illness	2
New Zealand	Whooping Cough	2
New Zealand	Animal Die-off	1
New Zealand	Bovine TB	1
New Zealand	Campylobacter	1
New Zealand	Other Animal Disease	1
New Zealand	Syphilis	1
New Zealand	Tuberculosis	1
New Zealand	Typhoid	1
Nicaragua	Dengue	5
Nicaragua	Influenza	3
Nicaragua	African Swine Fever	1
Nicaragua	Chronic/Non-Infectious Disease	1
Niger	Cholera	3
Niger	Malaria	1
Nigeria	Polio	17
Nigeria	Rabies	6
Nigeria	Lassa Fever	3
Nigeria	Cholera	2
Nigeria	Measles	2
Nigeria	Undiagnosed	2
Nigeria	Yellow Fever	2
Nigeria	Other Animal Disease	1
Nigeria	Poisoning	1
Nigeria	Schistosomiasis	1
Nigeria	Tuberculosis	1
Nigeria	Typhoid	1
Norway	Other Animal Disease	3
Norway	Gastroenteritis	1
Norway	Salmonella	1
Norway	Schmallenberg	1
Norway	Tuberculosis	1
Oman	Gastroenteritis	1
Oman	Other Plant Disease	1
Pakistan	Dengue	37
Pakistan	Polio	17
Pakistan	Measles	11
Pakistan	Crimean-Congo Hemorrhagic Fever	5
Pakistan	Other Animal Disease	4
Pakistan	Amoeba	3
Pakistan	Cholera	3
Pakistan	Newcastle Disease	3
Pakistan	Diarrhea	2
Pakistan	Foot and Mouth	2
Pakistan	Hepatitis C	2
Pakistan	Malaria	2
Pakistan	Scabies	2
Pakistan	Waterborne Illness	2
Pakistan	Amebiasis	1
Pakistan	Animal Die-off	1
Pakistan	Anthrax	1
Pakistan	Free Living Amoeba	1
Pakistan	HIV/AIDS	1
Pakistan	Other Plant Disease	1
Pakistan	Peste des petits ruminants	1
Pakistan	Tuberculosis	1
Pakistan	Undiagnosed	1
Palestinian Authority	Bluetongue	4
Palestinian Authority	Dengue	1
Palestinian Authority	Foot and Mouth	1
Palestinian Authority	Waterborne Illness	1
Palestinian Authority	West Nile Virus	1
Panama	Dengue	3
Panama	Influenza	3
Panama	Diarrhea	2
Panama	Myiasis	2
Panama	Whooping Cough	2
Panama	C. difficile	1
Panama	Hantavirus	1
Papua New Guinea	Chikungunya	2
Papua New Guinea	Tuberculosis	2
Paraguay	Dengue	28
Paraguay	Influenza	5
Paraguay	Meningitis	2
Paraguay	Diarrhea	1
Paraguay	Foot and Mouth	1
Paraguay	Hospital-Related Infection	1
Paraguay	Pneumonia	1
Paraguay	Respiratory Illness	1
Paraguay	Waterborne Illness	1
Peru	Dengue	28
Peru	Influenza	6
Peru	Rabies	6
Peru	Whooping Cough	6
Peru	Foodborne Illness	4
Peru	Swine Flu H1N1	4
Peru	Poisoning	3
Peru	Pneumonia	2
Peru	Respiratory Illness	2
Peru	Typhoid	2
Peru	Bartonella	1
Peru	Bronchitis/Bronchiolitis	1
Peru	Diarrhea	1
Peru	Malaria	1
Peru	Meningitis	1
Peru	Salmonella	1
Peru	Scabies	1
Philippines	Dengue	23
Philippines	Chikungunya	10
Philippines	Hepatitis A	3
Philippines	Leptospirosis	3
Philippines	Diarrhea	2
Philippines	Malaria	2
Philippines	Not Yet Classified	2
Philippines	Cold	1
Philippines	Foodborne Illness	1
Philippines	Gastroenteritis	1
Philippines	HFM-Enterovirus71	1
Philippines	Hand, Foot and Mouth Disease	1
Philippines	Respiratory Illness	1
Philippines	Tuberculosis	1
Philippines	Waterborne Illness	1
Poland	Poisoning	2
Poland	Salmonella	2
Poland	Schmallenberg	1
Portugal	Dengue	17
Portugal	Listeriosis	1
Portugal	Malaria	1
Portugal	Measles	1
Qatar	Coronavirus	8
Qatar	SARS	3
Qatar	Influenza	1
Qatar	Not Yet Classified	1
Republic of Congo	Ebola	9
Republic of Congo	Measles	2
Republic of Congo	Diarrhea	1
Republic of Congo	Hemorrhagic Fever	1
Republic of Congo	Monkeypox	1
Republic of Macedonia	West Nile Virus	3
Romania	Newcastle Disease	2
Romania	Rabies	2
Romania	Crimean-Congo Hemorrhagic Fever	1
Romania	Not Yet Classified	1
Romania	Other Animal Disease	1
Romania	West Nile Virus	1
Russia	Gastroenteritis	36
Russia	African Swine Fever	33
Russia	West Nile Virus	17
Russia	Salmonella	12
Russia	Hepatitis A	10
Russia	Dysentery	9
Russia	Meningitis	9
Russia	Anthrax	8
Russia	Influenza	8
Russia	Tularemia	8
Russia	Hantavirus	6
Russia	Other Animal Disease	6
Russia	Rabies	6
Russia	Respiratory Illness	6
Russia	Poisoning	5
Russia	Lyme Disease	4
Russia	Norovirus	4
Russia	Not Yet Classified	4
Russia	Psittacosis	4
Russia	Tick-borne Encephalitis	4
Russia	Brucellosis	3
Russia	Campylobacter	2
Russia	Classical Swine Fever	2
Russia	Hemorrhagic Fever	2
Russia	Other Plant Disease	2
Russia	Sheep/Goat Pox	2
Russia	Trichinosis	2
Russia	Typhoid	2
Russia	Whooping Cough	2
Russia	Cholera	1
Russia	Foodborne Illness	1
Russia	HIV/AIDS	1
Russia	Measles	1
Russia	Other Human Disease	1
Russia	Plague	1
Russia	Pneumonia	1
Russia	Rotavirus	1
Russia	Swine Flu H1N1	1
Russia	Trypanosomiasis	1
Russia	Tuberculosis	1
Samoa	Leprosy	1
Samoa	Other Animal Disease	1
Sao Tome & Principe	Diarrhea	1
Sao Tome & Principe	Gastroenteritis	1
Saudi Arabia	Coronavirus	15
Saudi Arabia	Foodborne Illness	3
Saudi Arabia	Meningitis	3
Saudi Arabia	SARS	3
Saudi Arabia	Foot and Mouth	2
Saudi Arabia	Not Yet Classified	2
Saudi Arabia	Tuberculosis	2
Saudi Arabia	Ebola	1
Saudi Arabia	Gastroenteritis	1
Saudi Arabia	Meningitis - Neisseria	1
Saudi Arabia	Mumps	1
Saudi Arabia	Other Human Disease	1
Saudi Arabia	Peste des petits ruminants	1
Saudi Arabia	Respiratory Illness	1
Saudi Arabia	Typhoid	1
Saudi Arabia	Undiagnosed	1
Saudi Arabia	Yellow Fever	1
Serbia	West Nile Virus	10
Serbia	Encephalitis	1
Serbia	Not Yet Classified	1
Sierra Leone	Cholera	37
Sierra Leone	Diarrhea	1
Singapore	Influenza	4
Singapore	HFM-Enterovirus71	1
Singapore	Hand, Foot and Mouth Disease	1
Singapore	Respiratory Illness	1
Singapore	Swine Flu H1N1	1
Slovakia	Salmonella	2
Somalia	Cholera	3
Somalia	Foot and Mouth	1
Somalia	Measles	1
South Africa	Influenza	8
South Africa	Anthrax	5
South Africa	Avian Influenza	2
South Africa	Rabies	2
South Africa	Measles	1
South Africa	Meningitis	1
South Africa	Scarlet Fever	1
South Africa	Tuberculosis	1
South Korea	West Nile Virus	2
South Korea	Algae	1
South Korea	Avian Influenza	1
South Korea	Japanese Encephalitis	1
South Korea	Not Yet Classified	1
South Sudan	Hepatitis E	4
South Sudan	Guinea Worm	2
South Sudan	Undiagnosed	2
Spain	Legionnaires'	8
Spain	Meningitis	6
Spain	Salmonella	4
Spain	Dengue	3
Spain	Antibiotic resistance	2
Spain	E. coli	2
Spain	Gastroenteritis	2
Spain	Listeriosis	2
Spain	Measles	2
Spain	Mumps	2
Spain	Not Yet Classified	2
Spain	Pneumonia	2
Spain	Poisoning	2
Spain	BSE	1
Spain	Bovine TB	1
Spain	Cholera	1
Spain	Foodborne Illness	1
Spain	Influenza	1
Spain	Malaria	1
Spain	Meningitis - Neisseria	1
Spain	Other Human Disease	1
Spain	Other Plant Disease	1
Spain	Pests	1
Spain	Rabies	1
Spain	Respiratory Illness	1
Spain	Scabies	1
Spain	Swine Flu H1N1	1
Spain	Waterborne Illness	1
Sri Lanka	Dengue	7
Sri Lanka	Influenza	4
Sri Lanka	Rabies	2
Sri Lanka	Typhoid	2
Sri Lanka	Chronic/Non-Infectious Disease	1
Sri Lanka	Gastroenteritis	1
Sri Lanka	Hemorrhagic Fever	1
Sudan	Malaria	6
Sudan	Leishmaniasis	4
Sudan	Hepatitis E	2
Sudan	Meningitis	2
Sudan	Poisoning	2
Sudan	Undiagnosed	2
Sudan	Yellow Fever	2
Sudan	Measles	1
Sudan	Pests	1
Sudan	Typhoid	1
Swaziland	Undiagnosed	3
Swaziland	Environmental	1
Sweden	Dengue	2
Sweden	Schmallenberg	1
Sweden	Undiagnosed	1
Switzerland	Schmallenberg	6
Switzerland	Hepatitis C	1
Switzerland	Influenza	1
Switzerland	Other Plant Disease	1
Switzerland	Rabies	1
Switzerland	Whooping Cough	1
Syria	Diarrhea	2
Syria	Brucellosis	1
Syria	Waterborne Illness	1
Tajikistan	Typhoid	1
Tanzania	Ebola	4
Tanzania	Cholera	1
Tanzania	Rabies	1
Tanzania	Undiagnosed	1
Tanzania	Waterborne Illness	1
Thailand	Dengue	10
Thailand	Rabies	5
Thailand	Undiagnosed	3
Thailand	Melioidosis	2
Thailand	Other Human Disease	2
Thailand	Avian Influenza	1
Thailand	HIV/AIDS	1
Thailand	Hand, Foot and Mouth Disease	1
Thailand	Influenza	1
Thailand	Leptospirosis	1
Thailand	Malaria	1
Thailand	Measles	1
Thailand	Poisoning	1
The Bahamas	Acinetobacter baumannii	1
Trinidad & Tobago	Dengue	2
Trinidad & Tobago	Hand, Foot and Mouth Disease	2
Trinidad & Tobago	Other Plant Disease	1
Tunisia	Peste des petits ruminants	6
Tunisia	West Nile Virus	6
Tunisia	Hepatitis	1
Turkey	Diarrhea	1
Turkey	Malaria	1
Uganda	Ebola	35
Uganda	Marburg Fever	10
Uganda	Not Yet Classified	7
Uganda	Yellow Fever	4
Uganda	Cholera	2
Uganda	Diarrhea	1
Uganda	Dysentery	1
Uganda	Fever	1
Uganda	Hepatitis B	1
Ukraine	Gastroenteritis	12
Ukraine	African Swine Fever	8
Ukraine	Dysentery	6
Ukraine	Salmonella	6
Ukraine	Influenza	5
Ukraine	Measles	5
Ukraine	Anthrax	4
Ukraine	Meningitis	3
Ukraine	Poisoning	3
Ukraine	Classical Swine Fever	2
Ukraine	Not Yet Classified	2
Ukraine	BSE	1
Ukraine	Undiagnosed	1
United Arab Emirates	Foodborne Illness	3
United Arab Emirates	Crimean-Congo Hemorrhagic Fever	2
United Arab Emirates	Poisoning	2
United Arab Emirates	Gastroenteritis	1
United Arab Emirates	Hand, Foot and Mouth Disease	1
United Arab Emirates	MRSA	1
United Arab Emirates	Plague	1
United Arab Emirates	Rabies	1
United Arab Emirates	Typhoid	1
United Kingdom	E. coli	24
United Kingdom	Whooping Cough	23
United Kingdom	Norovirus	19
United Kingdom	Other Animal Disease	16
United Kingdom	Measles	15
United Kingdom	Coronavirus	13
United Kingdom	Legionnaires'	11
United Kingdom	Schmallenberg	9
United Kingdom	Anthrax	8
United Kingdom	Salmonella	6
United Kingdom	Undiagnosed	6
United Kingdom	Animal Die-off	5
United Kingdom	SARS	5
United Kingdom	Algae	4
United Kingdom	Dengue	4
United Kingdom	Equine Infectious Anemia	4
United Kingdom	Gastroenteritis	4
United Kingdom	Mumps	4
United Kingdom	Other Plant Disease	4
United Kingdom	Respiratory Illness	4
United Kingdom	Bovine TB	3
United Kingdom	Cryptosporidium	3
United Kingdom	Meningitis	3
United Kingdom	Rubella	3
United Kingdom	Tuberculosis	3
United Kingdom	CJD	2
United Kingdom	Crimean-Congo Hemorrhagic Fever	2
United Kingdom	Hepatitis C	2
United Kingdom	Herpes	2
United Kingdom	Influenza	2
United Kingdom	Malaria	2
United Kingdom	Not Yet Classified	2
United Kingdom	Other Human Disease	2
United Kingdom	Viral Meningitis	2
United Kingdom	Antibiotic resistance	1
United Kingdom	Bacterial Meningitis	1
United Kingdom	C. difficile	1
United Kingdom	Cholera	1
United Kingdom	Food-related toxin	1
United Kingdom	Hantavirus	1
United Kingdom	P. aeruginosa	1
United Kingdom	Pneumonia	1
United Kingdom	Poisoning	1
United Kingdom	Shigellosis	1
United Kingdom	Strep	1
United Kingdom	Toxoplasmosis	1
United Kingdom	Typhoid	1
United Kingdom	Waterborne Illness	1
United States	Waterborne Illness	86
United States	West Nile Virus	80
United States	Whooping Cough	70
United States	Salmonella	69
United States	Rabies	57
United States	Epizootic Hemorrhagic Disease	50
United States	Eastern Equine Encephalitis	49
United States	Influenza	38
United States	Listeriosis	36
United States	Meningitis	36
United States	Swine Flu H3N2	36
United States	E. coli	34
United States	Environmental	33
United States	Not Yet Classified	32
United States	Hantavirus	27
United States	Dengue	25
United States	Algae	21
United States	Botulism	20
United States	Animal Die-off	19
United States	Syphilis	16
United States	Legionnaires'	13
United States	Pests	13
United States	Chicken Pox	12
United States	Tuberculosis	12
United States	Hand, Foot and Mouth Disease	11
United States	MRSA	11
United States	Plague	11
United States	Anthrax	10
United States	Chronic Wasting Disease	10
United States	Fungal Meningitis	10
United States	Norovirus	10
United States	Vesicular Stomatitis	10
United States	Canine distemper	9
United States	Hepatitis C	9
United States	Parvovirus	9
United States	Scabies	9
United States	Valley Fever	9
United States	HFM-CoxsackieA	8
United States	Gastroenteritis	7
United States	Measles	7
United States	Swine Flu H1N1	7
United States	Babesiosis	6
United States	Bacterial Meningitis	6
United States	Encephalitis	6
United States	Newcastle Disease	6
United States	Other Animal Disease	6
United States	Respiratory Illness	6
United States	Shigellosis	6
United States	Undiagnosed	6
United States	Cryptosporidium	5
United States	Gonorrhea	5
United States	Lyme Disease	5
United States	Other Plant Disease	5
United States	Strep	5
United States	Tick-borne disease	5
United States	Typhus	5
United States	Antibiotic resistance	4
United States	Aspergillosis	4
United States	Blastomycosis	4
United States	Conjunctivitis	4
United States	Fever	4
United States	Foot and Mouth	4
United States	Mycobacteria, non-TB	4
United States	Rash	4
United States	Campylobacter	3
United States	Canine Influenza	3
United States	Equine Herpes Virus	3
United States	Other Human Disease	3
United States	Paralytic Shellfish Poisoning	3
United States	Pneumonia	3
United States	Poisoning	3
United States	Staph	3
United States	Vibrio parahaemolyticus	3
United States	Viral Meningitis	3
United States	Arenavirus	2
United States	Diarrhea	2
United States	HIV/AIDS	2
United States	Histoplasmosis	2
United States	Meningitis - Neisseria	2
United States	Amoeba	1
United States	BSE	1
United States	Bluetongue	1
United States	Bronchitis/Bronchiolitis	1
United States	Brucellosis	1
United States	CJD	1
United States	Cholera	1
United States	Feline panleukopenia virus	1
United States	Food-related toxin	1
United States	Foodborne Illness	1
United States	Hepatitis	1
United States	Hepatitis A	1
United States	La Crosse Encephalitis	1
United States	Leptospirosis	1
United States	Lice	1
United States	Malaria	1
United States	Mumps	1
United States	Rotavirus	1
United States	Schmallenberg	1
United States	Sepsis	1
United States	Trypanosomiasis	1
United States	Typhoid	1
United States	Vibrio vulnificus	1
United States	Vibrio, noncholera	1
United States	White nose syndrome	1
Uruguay	Dengue	1
Uruguay	Influenza	1
Uruguay	Poisoning	1
Uruguay	Respiratory Illness	1
Uruguay	Syphilis	1
Uruguay	Whooping Cough	1
Uzbekistan	Not Yet Classified	1
Uzbekistan	Sheep/Goat Pox	1
Venezuela	Dengue	25
Venezuela	Meningitis	12
Venezuela	Cholera	2
Venezuela	Diarrhea	2
Venezuela	Other Human Disease	2
Venezuela	Undiagnosed	2
Venezuela	Anthrax	1
Venezuela	Fever	1
Venezuela	Hepatitis	1
Venezuela	Hepatitis E	1
Venezuela	Hospital-Related Infection	1
Venezuela	Leishmaniasis	1
Venezuela	Not Yet Classified	1
Venezuela	Respiratory Illness	1
Venezuela	Swine Flu H1N1	1
Vietnam	Avian Influenza	27
Vietnam	Dengue	11
Vietnam	Hand, Foot and Mouth Disease	5
Vietnam	Amoeba	4
Vietnam	Food-related toxin	3
Vietnam	Influenza	3
Vietnam	Blue Ear	2
Vietnam	Conjunctivitis	2
Vietnam	Gastroenteritis	2
Vietnam	HFM-Enterovirus71	2
Vietnam	Not Yet Classified	2
Vietnam	Rabies	2
Vietnam	Avian Cholera	1
Vietnam	Foodborne Illness	1
Vietnam	Pests	1
Vietnam	Poisoning	1
Vietnam	Respiratory Illness	1
Vietnam	Strep	1
Yemen	Dengue	6
Yemen	Chikungunya	1
Yemen	Foodborne Illness	1
Yemen	Mumps	1
Yemen	Undiagnosed	1
Zambia	Cholera	8
Zambia	Ebola	2
Zambia	Influenza	2
Zambia	Foot and Mouth	1
Zambia	Measles	1
Zambia	Undiagnosed	1
Zimbabwe	Anthrax	3
Zimbabwe	Typhoid	2
Zimbabwe	Diarrhea	1
Zimbabwe	Influenza	1
Zimbabwe	Trypanosomiasis	1
Zimbabwe	Waterborne Illness	1

Average rating and number of outbreaks by country:
Country	Average rating	Outbreak counts
----------------------------------------
Afghanistan	3.0	5
Albania	2.6	5
Algeria	2.4375	16
Angola	3.16071428571	28
Argentina	2.931043257	131
Armenia	3.35714285714	7
Australia	2.67283950617	81
Austria	2.8	5
Azerbaijan	3.125	4
Bahrain	2.0	2
Bangladesh	3.0	3
Barbados	3.0	1
Belarus	1.0	2
Belgium	2.8	15
Benin	2.875	4
Bhutan	3.0	11
Bolivia	2.88	25
Brazil	2.96355385869	216
Bulgaria	2.5	2
Burkina Faso	4.0	1
Burundi	5.0	1
Cambodia	2.68421052632	19
Cameroon	3.16666666667	3
Canada	2.60720164609	243
Cape Verde	3.5	2
Central African Republic	3.0	1
Chad	3.2	5
Chile	2.92045454545	44
China	2.87248628011	335
Colombia	3.01111111111	45
Costa Rica	2.95238095238	21
Cote d'Ivoire	3.0	5
Croatia	3.0	5
Cuba	3.04356060606	44
Czech Republic	2.71428571429	7
DR Congo	3.54200542005	82
Denmark	3.14285714286	7
Dominican Republic	3.08640873016	72
Ecuador	3.0	12
Egypt	2.78990384615	104
El Salvador	3.06730769231	52
Estonia	3.2	5
Ethiopia	3.25	4
Fiji	2.33333333333	3
Finland	1.66666666667	3
France	2.73684210526	57
Gambia	3.2	5
Germany	2.93502747253	52
Ghana	3.0	23
Greece	2.8125	28
Guatemala	3.16666666667	15
Guinea	3.77518518519	30
Guinea-Bissau	3.66666666667	3
Guyana	1.0	1
Haiti	3.4375	20
Honduras	2.94975490196	68
Hungary	2.83333333333	6
Iceland	3.0	3
India	3.03316826047	244
Indonesia	2.9268707483	35
Iran	2.65909090909	4
Iraq	3.76923076923	13
Ireland	2.25	16
Israel	2.76086956522	23
Italy	3.07638888889	24
Jamaica	2.90909090909	11
Japan	2.5130952381	20
Jordan	3.05128205128	13
Kazakhstan	2.65	10
Kenya	2.94298245614	38
Kuwait	3.33333333333	3
Kyrgyzstan	3.0	6
Laos	3.0	1
Latvia	2.625	4
Lebanon	1.5	2
Liberia	3.5	1
Libya	3.0	1
Madagascar	2.625	8
Malawi	3.16666666667	6
Malaysia	2.94117647059	17
Mali	3.25	7
Malta	3.5	2
Marshall Islands	3.0	1
Mauritania	3.16666666667	9
Mauritius	3.0	1
Mexico	2.80884779472	253
Moldova	3.0	2
Mongolia	3.0	1
Morocco	2.72727272727	11
Mozambique	3.0	1
Myanmar	3.0	8
Namibia	3.0	6
Nepal	3.00961538462	26
Netherlands	2.86	20
New Zealand	2.64666666667	50
Nicaragua	2.9	10
Niger	3.625	4
Nigeria	3.14957264957	39
Norway	2.71428571429	7
Oman	2.5	2
Pakistan	3.11298076923	104
Palestinian Authority	2.9375	8
Panama	2.57142857143	14
Papua New Guinea	2.75	4
Paraguay	2.9918699187	41
Peru	3.00714285714	70
Philippines	2.85471698113	53
Poland	2.6	5
Portugal	3.07083333333	20
Qatar	3.41666666667	13
Republic of Congo	3.89285714286	14
Republic of Macedonia	3.16666666667	3
Romania	2.75	8
Russia	2.71887686549	229
Samoa	3.0	2
Sao Tome & Principe	3.0	2
Saudi Arabia	2.935	40
Serbia	2.88888888889	12
Sierra Leone	3.59356725146	38
Singapore	2.25	8
Slovakia	3.0	2
Somalia	3.6	5
South Africa	2.90476190476	21
South Korea	2.83333333333	6
South Sudan	3.125	8
Spain	2.97685185185	54
Sri Lanka	2.63888888889	18
Sudan	3.15217391304	23
Swaziland	3.0	4
Sweden	3.0	4
Switzerland	2.77272727273	11
Syria	3.08333333333	4
Tajikistan	3.0	1
Tanzania	2.84375	8
Thailand	2.93333333333	30
The Bahamas	3.0	1
Trinidad & Tobago	3.0	5
Tunisia	2.89743589744	13
Turkey	3.0	2
Uganda	3.31499390079	62
Ukraine	2.74425287356	58
United Arab Emirates	2.76923076923	13
United Kingdom	2.84375886525	235
United States	2.58396280814	1221
Uruguay	3.0	6
Uzbekistan	2.0	2
Venezuela	2.93518518519	54
Vietnam	2.97808517773	71
Yemen	2.9	10
Zambia	3.06666666667	15
Zimbabwe	2.89814814815	9

Disease distribution by Day of Week:
DOW	Disease	Disease counts
---------------------------------
Sunday	African Swine Fever	9
Sunday	Algae	3
Sunday	Amoeba	1
Sunday	Animal Die-off	9
Sunday	Anthrax	23
Sunday	Antibiotic resistance	3
Sunday	Avian Influenza	11
Sunday	BSE	5
Sunday	Bluetongue	2
Sunday	Brucellosis	2
Sunday	Chagas	2
Sunday	Chicken Pox	2
Sunday	Chikungunya	4
Sunday	Cholera	58
Sunday	Chronic Wasting Disease	1
Sunday	Conjunctivitis	1
Sunday	Coronavirus	20
Sunday	Dengue	146
Sunday	Diarrhea	13
Sunday	Dysentery	2
Sunday	E. coli	17
Sunday	Eastern Equine Encephalitis	8
Sunday	Ebola	38
Sunday	Encephalitis	3
Sunday	Environmental	3
Sunday	Epizootic Hemorrhagic Disease	19
Sunday	Equine Infectious Anemia	1
Sunday	Fever	2
Sunday	Food-related toxin	1
Sunday	Foodborne Illness	9
Sunday	Foot and Mouth	5
Sunday	Fungal Meningitis	2
Sunday	Gastroenteritis	22
Sunday	Gonorrhea	1
Sunday	HFM-Enterovirus71	1
Sunday	Hand, Foot and Mouth Disease	2
Sunday	Hantavirus	13
Sunday	Hemorrhagic Fever	1
Sunday	Hepatitis	2
Sunday	Hepatitis A	5
Sunday	Hepatitis B	1
Sunday	Hepatitis C	1
Sunday	Influenza	6
Sunday	Lassa Fever	1
Sunday	Legionnaires'	13
Sunday	Leishmaniasis	3
Sunday	Listeriosis	6
Sunday	Lumpy Skin Disease	5
Sunday	Lyme Disease	1
Sunday	MRSA	1
Sunday	Malaria	10
Sunday	Marburg Fever	4
Sunday	Measles	27
Sunday	Melioidosis	2
Sunday	Meningitis	107
Sunday	Monkeypox	1
Sunday	Mumps	19
Sunday	Mycobacteria, non-TB	4
Sunday	Newcastle Disease	2
Sunday	Norovirus	6
Sunday	Not Yet Classified	47
Sunday	Onchocerciasis	1
Sunday	Other Animal Disease	7
Sunday	Other Human Disease	3
Sunday	Other Plant Disease	1
Sunday	Paralytic Shellfish Poisoning	1
Sunday	Parvovirus	1
Sunday	Peste des petits ruminants	7
Sunday	Pests	2
Sunday	Plague	6
Sunday	Pneumonia	2
Sunday	Poisoning	6
Sunday	Polio	8
Sunday	Protozoa, miscellaneous	3
Sunday	Rabies	18
Sunday	Respiratory Illness	2
Sunday	Rift Valley Fever	1
Sunday	Rocky Mountain Spotted Fever	2
Sunday	SARS	3
Sunday	Salmonella	40
Sunday	Schmallenberg	1
Sunday	Scrub Typhus	2
Sunday	Swine Flu H1N1	32
Sunday	Swine Flu H3N2	13
Sunday	Syphilis	2
Sunday	Tetanus	1
Sunday	Tick-borne Encephalitis	1
Sunday	Tick-borne disease	2
Sunday	Trichinosis	3
Sunday	Trypanosomiasis	1
Sunday	Tuberculosis	8
Sunday	Typhoid	1
Sunday	Undiagnosed	4
Sunday	Vaccine Complication	1
Sunday	Valley Fever	2
Sunday	Vibrio parahaemolyticus	2
Sunday	Waterborne Illness	38
Sunday	West Nile Virus	37
Sunday	Whooping Cough	9
Monday	African Swine Fever	11
Monday	Algae	7
Monday	Animal Die-off	7
Monday	Anthrax	66
Monday	Antibiotic resistance	4
Monday	Avian Influenza	19
Monday	Babesiosis	3
Monday	Bacterial Meningitis	3
Monday	Blastomycosis	1
Monday	Blue Ear	1
Monday	Bluetongue	1
Monday	Botulism	6
Monday	Bovine TB	3
Monday	Bronchitis/Bronchiolitis	2
Monday	Brucellosis	4
Monday	C. difficile	6
Monday	Canine distemper	2
Monday	Chagas	1
Monday	Chicken Pox	13
Monday	Chikungunya	4
Monday	Cholera	77
Monday	Chronic/Non-Infectious Disease	1
Monday	Cold	1
Monday	Conjunctivitis	3
Monday	Coronavirus	22
Monday	Crimean-Congo Hemorrhagic Fever	1
Monday	Cryptosporidium	1
Monday	Dengue	343
Monday	Diarrhea	12
Monday	Diphtheria	1
Monday	Dysentery	8
Monday	E. coli	46
Monday	Eastern Equine Encephalitis	12
Monday	Ebola	37
Monday	Encephalitis	2
Monday	Environmental	5
Monday	Epizootic Hemorrhagic Disease	20
Monday	Equine Infectious Anemia	8
Monday	Equine Influenza	1
Monday	Fever	5
Monday	Food-related toxin	2
Monday	Foodborne Illness	15
Monday	Foot and Mouth	2
Monday	Fungal Meningitis	1
Monday	Gastroenteritis	32
Monday	HFM-CoxsackieA	2
Monday	HFM-Enterovirus71	1
Monday	HIV/AIDS	2
Monday	Hand, Foot and Mouth Disease	8
Monday	Hantavirus	18
Monday	Hemorrhagic Fever	3
Monday	Hepatitis	2
Monday	Hepatitis A	7
Monday	Hepatitis B	2
Monday	Hepatitis C	2
Monday	Influenza	28
Monday	Japanese Encephalitis	7
Monday	Lassa Fever	1
Monday	Legionnaires'	19
Monday	Leishmaniasis	1
Monday	Leptospirosis	1
Monday	Lice	1
Monday	Listeriosis	32
Monday	Lumpy Skin Disease	7
Monday	Lyme Disease	6
Monday	Malaria	8
Monday	Marburg Fever	16
Monday	Measles	7
Monday	Meningitis	124
Monday	Monkeypox	2
Monday	Mumps	22
Monday	Newcastle Disease	1
Monday	Norovirus	14
Monday	Not Yet Classified	40
Monday	Other Animal Disease	11
Monday	Other Human Disease	4
Monday	Other Plant Disease	11
Monday	P. aeruginosa	2
Monday	Parvovirus	3
Monday	Peste des petits ruminants	10
Monday	Pests	5
Monday	Plague	19
Monday	Pneumonia	4
Monday	Poisoning	9
Monday	Polio	1
Monday	Rabies	27
Monday	Respiratory Illness	5
Monday	Rickettsia	2
Monday	Rocky Mountain Spotted Fever	1
Monday	SARS	11
Monday	Salmonella	68
Monday	Scabies	3
Monday	Schmallenberg	21
Monday	Scrub Typhus	2
Monday	Sepsis	1
Monday	Strep	2
Monday	Swine Flu H1N1	53
Monday	Swine Flu H3N2	15
Monday	Syphilis	5
Monday	Tick-borne Encephalitis	1
Monday	Trichinosis	1
Monday	Trypanosomiasis	1
Monday	Tuberculosis	13
Monday	Tularemia	1
Monday	Typhoid	8
Monday	Undiagnosed	2
Monday	Vaccine Complication	2
Monday	Valley Fever	1
Monday	Vesicular Stomatitis	5
Monday	Vibrio parahaemolyticus	1
Monday	Vibrio vulnificus	1
Monday	Waterborne Illness	70
Monday	West Nile Virus	100
Monday	Whooping Cough	34
Monday	Yellow Fever	3
Tuesday	African Swine Fever	27
Tuesday	Algae	4
Tuesday	Amebiasis	1
Tuesday	Amoeba	3
Tuesday	Animal Die-off	9
Tuesday	Anthrax	79
Tuesday	Antibiotic resistance	2
Tuesday	Aspergillosis	1
Tuesday	Avian Influenza	54
Tuesday	Babesiosis	1
Tuesday	Bacterial Meningitis	3
Tuesday	Blastomycosis	2
Tuesday	Blue Ear	1
Tuesday	Bluetongue	1
Tuesday	Botulism	4
Tuesday	Bovine Pleuropneumonia	1
Tuesday	Bovine TB	2
Tuesday	Bronchitis/Bronchiolitis	2
Tuesday	Brucellosis	2
Tuesday	C. difficile	2
Tuesday	Campylobacter	2
Tuesday	Canine Influenza	1
Tuesday	Canine distemper	1
Tuesday	Chagas	2
Tuesday	Chicken Pox	4
Tuesday	Chikungunya	8
Tuesday	Cholera	109
Tuesday	Chronic Wasting Disease	3
Tuesday	Classical Swine Fever	4
Tuesday	Conjunctivitis	2
Tuesday	Coronavirus	11
Tuesday	Crimean-Congo Hemorrhagic Fever	1
Tuesday	Cryptosporidium	1
Tuesday	Dengue	280
Tuesday	Diarrhea	15
Tuesday	Dysentery	5
Tuesday	E. coli	52
Tuesday	Eastern Equine Encephalitis	16
Tuesday	Ebola	57
Tuesday	Echinococcosis	2
Tuesday	Encephalitis	6
Tuesday	Enterococcus	1
Tuesday	Enterovirus	3
Tuesday	Environmental	15
Tuesday	Epizootic Hemorrhagic Disease	21
Tuesday	Equine Infectious Anemia	8
Tuesday	Fever	3
Tuesday	Food-related toxin	6
Tuesday	Foodborne Illness	11
Tuesday	Foot and Mouth	5
Tuesday	Fungal Meningitis	4
Tuesday	Gastroenteritis	19
Tuesday	Gonorrhea	2
Tuesday	Guinea Worm	4
Tuesday	HFM-CoxsackieA	3
Tuesday	HFM-Enterovirus71	5
Tuesday	HIV/AIDS	5
Tuesday	Hand, Foot and Mouth Disease	11
Tuesday	Hantavirus	14
Tuesday	Hemorrhagic Fever	1
Tuesday	Hepatitis	6
Tuesday	Hepatitis A	7
Tuesday	Hepatitis C	3
Tuesday	Herpes	1
Tuesday	Hospital-Related Infection	2
Tuesday	Human Bocavirus	3
Tuesday	Influenza	23
Tuesday	Legionnaires'	17
Tuesday	Leishmaniasis	1
Tuesday	Leprosy	2
Tuesday	Leptospirosis	2
Tuesday	Lice	1
Tuesday	Listeriosis	60
Tuesday	Lumpy Skin Disease	1
Tuesday	Lyme Disease	1
Tuesday	MRSA	5
Tuesday	Malaria	18
Tuesday	Marburg Fever	2
Tuesday	Measles	13
Tuesday	Melioidosis	3
Tuesday	Meningitis	204
Tuesday	Meningitis - Neisseria	2
Tuesday	Mumps	22
Tuesday	Myiasis	1
Tuesday	Newcastle Disease	8
Tuesday	Nipah/Hendra Virus	1
Tuesday	Norovirus	19
Tuesday	Not Yet Classified	50
Tuesday	Other Animal Disease	11
Tuesday	Other Human Disease	2
Tuesday	Other Plant Disease	9
Tuesday	Parvovirus	2
Tuesday	Peste des petits ruminants	2
Tuesday	Pests	8
Tuesday	Plague	23
Tuesday	Pneumonia	3
Tuesday	Poisoning	29
Tuesday	Polio	10
Tuesday	Psittacosis	1
Tuesday	Rabies	40
Tuesday	Respiratory Illness	7
Tuesday	Rift Valley Fever	1
Tuesday	Rocky Mountain Spotted Fever	2
Tuesday	Rubella	2
Tuesday	SARS	6
Tuesday	Salmonella	91
Tuesday	Scabies	5
Tuesday	Schmallenberg	10
Tuesday	Scrub Typhus	6
Tuesday	Sexually Transmitted Infection	1
Tuesday	Sheep/Goat Pox	3
Tuesday	Strep	2
Tuesday	Swine Flu H1N1	54
Tuesday	Swine Flu H3N2	13
Tuesday	Syphilis	5
Tuesday	Trichinosis	2
Tuesday	Trypanosomiasis	1
Tuesday	Tuberculosis	5
Tuesday	Tularemia	2
Tuesday	Typhoid	4
Tuesday	Typhus	1
Tuesday	Undiagnosed	11
Tuesday	Valley Fever	1
Tuesday	Viral Meningitis	3
Tuesday	Waterborne Illness	82
Tuesday	West Nile Virus	146
Tuesday	White nose syndrome	1
Tuesday	Whooping Cough	44
Tuesday	Yellow Fever	2
Wednesday	African Swine Fever	33
Wednesday	Algae	10
Wednesday	Amoeba	3
Wednesday	Animal Die-off	12
Wednesday	Anthrax	59
Wednesday	Antibiotic resistance	1
Wednesday	Arenavirus	1
Wednesday	Avian Influenza	48
Wednesday	Babesiosis	3
Wednesday	Botulism	10
Wednesday	Bovine TB	1
Wednesday	Brucellosis	2
Wednesday	C. difficile	1
Wednesday	Campylobacter	1
Wednesday	Canine distemper	2
Wednesday	Chagas	5
Wednesday	Chicken Pox	3
Wednesday	Chikungunya	7
Wednesday	Cholera	99
Wednesday	Chronic Wasting Disease	4
Wednesday	Classical Swine Fever	1
Wednesday	Conjunctivitis	3
Wednesday	Coronavirus	23
Wednesday	Dengue	229
Wednesday	Diarrhea	11
Wednesday	E. coli	41
Wednesday	Eastern Equine Encephalitis	21
Wednesday	Ebola	35
Wednesday	Echinococcosis	1
Wednesday	Encephalitis	3
Wednesday	Environmental	23
Wednesday	Epizootic Hemorrhagic Disease	18
Wednesday	Equine Infectious Anemia	5
Wednesday	Feline panleukopenia virus	1
Wednesday	Fever	4
Wednesday	Filariasis	1
Wednesday	Food-related toxin	2
Wednesday	Foodborne Illness	9
Wednesday	Foot and Mouth	4
Wednesday	Fungal Meningitis	2
Wednesday	Gastroenteritis	21
Wednesday	HFM-CoxsackieA	1
Wednesday	HFM-Enterovirus71	1
Wednesday	HIV/AIDS	17
Wednesday	Hand, Foot and Mouth Disease	11
Wednesday	Hantavirus	18
Wednesday	Hemorrhagic Fever	1
Wednesday	Hepatitis	5
Wednesday	Hepatitis A	7
Wednesday	Hepatitis C	3
Wednesday	Herpes	1
Wednesday	Histoplasmosis	1
Wednesday	Influenza	31
Wednesday	Japanese Encephalitis	1
Wednesday	Lassa Fever	1
Wednesday	Legionnaires'	9
Wednesday	Leptospirosis	3
Wednesday	Lice	2
Wednesday	Listeriosis	52
Wednesday	Lumpy Skin Disease	5
Wednesday	MRSA	5
Wednesday	Malaria	12
Wednesday	Marburg Fever	2
Wednesday	Measles	10
Wednesday	Meningitis	208
Wednesday	Meningitis - Neisseria	3
Wednesday	Mumps	8
Wednesday	Mycobacteria, non-TB	1
Wednesday	Myiasis	1
Wednesday	Newcastle Disease	3
Wednesday	Norovirus	14
Wednesday	Not Yet Classified	33
Wednesday	Other Animal Disease	9
Wednesday	Other Human Disease	6
Wednesday	Other Plant Disease	2
Wednesday	Otitis media	1
Wednesday	P. aeruginosa	1
Wednesday	Parvovirus	3
Wednesday	Peste des petits ruminants	3
Wednesday	Pests	2
Wednesday	Plague	8
Wednesday	Pneumonia	3
Wednesday	Poisoning	18
Wednesday	Polio	22
Wednesday	Psittacosis	2
Wednesday	Rabies	36
Wednesday	Rash	2
Wednesday	Respiratory Illness	10
Wednesday	Rift Valley Fever	2
Wednesday	Ringworm	1
Wednesday	Rotavirus	1
Wednesday	Rubella	2
Wednesday	SARS	4
Wednesday	Salmonella	75
Wednesday	Scabies	3
Wednesday	Scarlet Fever	1
Wednesday	Schistosomiasis	1
Wednesday	Schmallenberg	8
Wednesday	Scrub Typhus	2
Wednesday	Sexually Transmitted Infection	1
Wednesday	Sheep/Goat Pox	4
Wednesday	Shigellosis	3
Wednesday	Swine Flu H1N1	56
Wednesday	Swine Flu H3N2	12
Wednesday	Syphilis	11
Wednesday	Tick-borne disease	1
Wednesday	Tuberculosis	11
Wednesday	Typhoid	4
Wednesday	Typhus	2
Wednesday	Undiagnosed	6
Wednesday	Valley Fever	2
Wednesday	Vibrio parahaemolyticus	1
Wednesday	Viral Meningitis	4
Wednesday	Waterborne Illness	85
Wednesday	West Nile Virus	241
Wednesday	Whooping Cough	41
Wednesday	Yellow Fever	3
Thursday	African Swine Fever	18
Thursday	Algae	5
Thursday	Amoeba	1
Thursday	Animal Die-off	5
Thursday	Anthrax	67
Thursday	Antibiotic resistance	1
Thursday	Arenavirus	1
Thursday	Aspergillosis	2
Thursday	Avian Influenza	23
Thursday	Bacterial Meningitis	2
Thursday	Blastomycosis	1
Thursday	Bluetongue	6
Thursday	Botulism	5
Thursday	Bovine Pleuropneumonia	3
Thursday	Bovine TB	1
Thursday	Brucellosis	1
Thursday	C. difficile	2
Thursday	CJD	6
Thursday	Campylobacter	2
Thursday	Canine distemper	2
Thursday	Chagas	1
Thursday	Chicken Pox	11
Thursday	Chikungunya	8
Thursday	Cholera	106
Thursday	Chronic Wasting Disease	7
Thursday	Classical Swine Fever	4
Thursday	Conjunctivitis	4
Thursday	Coronavirus	19
Thursday	Cryptosporidium	2
Thursday	Dengue	214
Thursday	Diarrhea	10
Thursday	Diphtheria	1
Thursday	Dysentery	5
Thursday	E. coli	13
Thursday	Eastern Equine Encephalitis	19
Thursday	Ebola	43
Thursday	Encephalitis	3
Thursday	Environmental	11
Thursday	Epizootic Hemorrhagic Disease	41
Thursday	Equine Herpes Virus	1
Thursday	Equine Infectious Anemia	3
Thursday	Equine Influenza	1
Thursday	Fever	17
Thursday	Food-related toxin	7
Thursday	Foodborne Illness	13
Thursday	Foot and Mouth	11
Thursday	Fungal Meningitis	6
Thursday	Gastroenteritis	33
Thursday	Gonorrhea	2
Thursday	Guinea Worm	4
Thursday	HFM-CoxsackieA	1
Thursday	HIV/AIDS	8
Thursday	Hand, Foot and Mouth Disease	12
Thursday	Hantavirus	20
Thursday	Hemorrhagic Fever	6
Thursday	Hepatitis	2
Thursday	Hepatitis A	3
Thursday	Hepatitis C	4
Thursday	Hepatitis E	1
Thursday	Histoplasmosis	1
Thursday	Hospital-Related Infection	2
Thursday	Influenza	24
Thursday	Japanese Encephalitis	3
Thursday	Legionnaires'	19
Thursday	Leishmaniasis	3
Thursday	Leprosy	3
Thursday	Leptospirosis	1
Thursday	Listeriosis	6
Thursday	Lumpy Skin Disease	2
Thursday	Lyme Disease	1
Thursday	MRSA	5
Thursday	Malaria	9
Thursday	Measles	18
Thursday	Meningitis	176
Thursday	Meningitis - Neisseria	4
Thursday	Mumps	7
Thursday	Mycobacteria, non-TB	1
Thursday	Newcastle Disease	4
Thursday	Nipah/Hendra Virus	1
Thursday	Norovirus	21
Thursday	Not Yet Classified	108
Thursday	Other Animal Disease	12
Thursday	Other Human Disease	2
Thursday	Other Plant Disease	16
Thursday	Peste des petits ruminants	2
Thursday	Pests	10
Thursday	Plague	6
Thursday	Pneumonia	7
Thursday	Poisoning	12
Thursday	Polio	12
Thursday	Rabies	37
Thursday	Rash	1
Thursday	Respiratory Illness	3
Thursday	Rift Valley Fever	3
Thursday	Ringworm	1
Thursday	Rocky Mountain Spotted Fever	3
Thursday	SARS	1
Thursday	Salmonella	68
Thursday	Scabies	5
Thursday	Schmallenberg	3
Thursday	Scrub Typhus	2
Thursday	Sexually Transmitted Infection	2
Thursday	Shigellosis	4
Thursday	Shingles	1
Thursday	Staph	2
Thursday	Strep	2
Thursday	Swine Flu H1N1	59
Thursday	Swine Flu H3N2	36
Thursday	Syphilis	7
Thursday	Tick-borne Encephalitis	1
Thursday	Toxoplasmosis	1
Thursday	Trichinosis	3
Thursday	Tuberculosis	11
Thursday	Tularemia	4
Thursday	Typhoid	5
Thursday	Typhus	2
Thursday	Undiagnosed	10
Thursday	Valley Fever	1
Thursday	Vesicular Stomatitis	1
Thursday	Vibrio vulnificus	1
Thursday	Viral Meningitis	2
Thursday	Waterborne Illness	91
Thursday	West Nile Virus	268
Thursday	Whooping Cough	47
Thursday	Yellow Fever	3
Friday	African Swine Fever	23
Friday	Algae	5
Friday	Amoeba	1
Friday	Animal Die-off	5
Friday	Anthrax	41
Friday	Antibiotic resistance	1
Friday	Aspergillosis	1
Friday	Avian Influenza	43
Friday	BSE	1
Friday	Babesiosis	2
Friday	Bacterial Meningitis	3
Friday	Bluetongue	5
Friday	Botulism	4
Friday	Bovine TB	2
Friday	Brucellosis	1
Friday	CJD	1
Friday	Campylobacter	2
Friday	Canine Influenza	1
Friday	Canine distemper	4
Friday	Chicken Pox	10
Friday	Chikungunya	2
Friday	Cholera	48
Friday	Chronic/Non-Infectious Disease	6
Friday	Classical Swine Fever	1
Friday	Conjunctivitis	1
Friday	Coronavirus	16
Friday	Crimean-Congo Hemorrhagic Fever	7
Friday	Dengue	207
Friday	Diarrhea	13
Friday	Dysentery	8
Friday	E. coli	39
Friday	Eastern Equine Encephalitis	14
Friday	Ebola	31
Friday	Encephalitis	6
Friday	Enterococcus	1
Friday	Environmental	12
Friday	Epizootic Hemorrhagic Disease	18
Friday	Equine Herpes Virus	3
Friday	Equine Infectious Anemia	4
Friday	Fever	1
Friday	Food-related toxin	2
Friday	Foodborne Illness	13
Friday	Foot and Mouth	32
Friday	Fungal Meningitis	7
Friday	Gastroenteritis	27
Friday	Gonorrhea	1
Friday	HFM-CoxsackieA	1
Friday	HIV/AIDS	10
Friday	Hand, Foot and Mouth Disease	7
Friday	Hantavirus	24
Friday	Hemorrhagic Fever	4
Friday	Hepatitis	1
Friday	Hepatitis A	3
Friday	Hepatitis B	1
Friday	Hepatitis C	5
Friday	Hepatitis E	4
Friday	Herpes	1
Friday	Hospital-Related Infection	1
Friday	Influenza	76
Friday	Japanese Encephalitis	4
Friday	La Crosse Encephalitis	1
Friday	Legionnaires'	16
Friday	Leishmaniasis	1
Friday	Leprosy	2
Friday	Leptospirosis	1
Friday	Lice	1
Friday	Listeriosis	19
Friday	Lyme Disease	2
Friday	MRSA	4
Friday	Malaria	11
Friday	Marburg Fever	7
Friday	Measles	30
Friday	Meningitis	201
Friday	Meningitis - Neisseria	1
Friday	Mumps	14
Friday	Mycobacteria, non-TB	6
Friday	Newcastle Disease	8
Friday	Nipah/Hendra Virus	2
Friday	Norovirus	18
Friday	Not Yet Classified	91
Friday	Other Animal Disease	21
Friday	Other Human Disease	2
Friday	Other Plant Disease	9
Friday	Paralytic Shellfish Poisoning	1
Friday	Parvovirus	2
Friday	Peste des petits ruminants	3
Friday	Pests	14
Friday	Plague	9
Friday	Pneumonia	1
Friday	Poisoning	3
Friday	Polio	14
Friday	Psittacosis	2
Friday	Rabies	39
Friday	Rash	1
Friday	Respiratory Illness	7
Friday	Rift Valley Fever	1
Friday	Rotavirus	2
Friday	Salmonella	82
Friday	Scabies	5
Friday	Schmallenberg	9
Friday	Scrub Typhus	1
Friday	Staph	1
Friday	Strep	2
Friday	Swine Flu H1N1	35
Friday	Swine Flu H3N2	40
Friday	Syphilis	5
Friday	Tick-borne Encephalitis	2
Friday	Tick-borne disease	3
Friday	Trichinosis	3
Friday	Tuberculosis	8
Friday	Tularemia	4
Friday	Typhoid	8
Friday	Undiagnosed	12
Friday	Valley Fever	2
Friday	Vesicular Stomatitis	6
Friday	Vibrio parahaemolyticus	1
Friday	Vibrio, noncholera	1
Friday	Waterborne Illness	59
Friday	West Nile Virus	193
Friday	Whooping Cough	38
Friday	Yellow Fever	4
Saturday	African Swine Fever	6
Saturday	Algae	2
Saturday	Amoeba	2
Saturday	Animal Die-off	2
Saturday	Anthrax	19
Saturday	Antibiotic resistance	4
Saturday	Aspergillosis	2
Saturday	Avian Influenza	20
Saturday	Babesiosis	4
Saturday	Bartonella	1
Saturday	Bluetongue	2
Saturday	Botulism	2
Saturday	Bovine Pleuropneumonia	2
Saturday	Bronchitis/Bronchiolitis	2
Saturday	Brucellosis	1
Saturday	Canine Influenza	1
Saturday	Canine distemper	3
Saturday	Chagas	2
Saturday	Chicken Pox	4
Saturday	Chikungunya	3
Saturday	Cholera	55
Saturday	Chronic/Non-Infectious Disease	1
Saturday	Conjunctivitis	2
Saturday	Coronavirus	13
Saturday	Crimean-Congo Hemorrhagic Fever	6
Saturday	Cryptosporidium	4
Saturday	Dengue	121
Saturday	Diarrhea	8
Saturday	Diphtheria	1
Saturday	Dysentery	1
Saturday	E. coli	34
Saturday	Eastern Equine Encephalitis	6
Saturday	Ebola	30
Saturday	Environmental	5
Saturday	Epizootic Hemorrhagic Disease	17
Saturday	Equine Infectious Anemia	1
Saturday	Fever	1
Saturday	Food-related toxin	2
Saturday	Foodborne Illness	15
Saturday	Foot and Mouth	7
Saturday	Free Living Amoeba	1
Saturday	Gastroenteritis	30
Saturday	HFM-Enterovirus71	1
Saturday	HIV/AIDS	4
Saturday	Hand, Foot and Mouth Disease	9
Saturday	Hantavirus	20
Saturday	Hemorrhagic Fever	1
Saturday	Hepatitis A	5
Saturday	Hepatitis C	1
Saturday	Hepatitis E	3
Saturday	Influenza	50
Saturday	Japanese Encephalitis	2
Saturday	Legionnaires'	9
Saturday	Leprosy	2
Saturday	Listeriosis	8
Saturday	Lyme Disease	1
Saturday	MRSA	2
Saturday	Malaria	13
Saturday	Marburg Fever	2
Saturday	Measles	20
Saturday	Meningitis	146
Saturday	Meningitis - Neisseria	1
Saturday	Monkeypox	1
Saturday	Mumps	5
Saturday	Norovirus	10
Saturday	Not Yet Classified	39
Saturday	Other Animal Disease	6
Saturday	Other Plant Disease	1
Saturday	Paralytic Shellfish Poisoning	1
Saturday	Pests	2
Saturday	Plague	2
Saturday	Pneumonia	3
Saturday	Poisoning	4
Saturday	Polio	6
Saturday	Rabies	18
Saturday	Respiratory Illness	1
Saturday	Rift Valley Fever	2
Saturday	Ringworm	2
Saturday	Ross River Virus	1
Saturday	SARS	3
Saturday	Salmonella	33
Saturday	Scabies	2
Saturday	Schmallenberg	1
Saturday	Scrub Typhus	1
Saturday	Staph	1
Saturday	Strep	2
Saturday	Swine Flu H1N1	28
Saturday	Swine Flu H3N2	9
Saturday	Syphilis	4
Saturday	Tick-borne disease	1
Saturday	Trichinosis	3
Saturday	Trypanosomiasis	2
Saturday	Tuberculosis	6
Saturday	Tularemia	2
Saturday	Typhoid	5
Saturday	Typhus	1
Saturday	Undiagnosed	3
Saturday	Vaccine Complication	2
Saturday	Valley Fever	1
Saturday	Vibrio parahaemolyticus	1
Saturday	Waterborne Illness	34
Saturday	West Nile Virus	69
Saturday	Whooping Cough	28
Saturday	Yellow Fever	1

Disease counts by Day of Week:
DOW	Disease counts
-----------------------
Sunday	1013
Monday	1745
Tuesday	2055
Wednesday	1949
Thursday	2020
Friday	1909
Saturday	1092

Outbreaks per capita for each country:
Country	Incidents	Population 2012 (in 1000s)	Incidents per capita
-----------------------------------------------------------------------------
Marshall Islands	1	56.0	0.0178571428571
Bhutan	11	750.0	0.0146666666667
New Zealand	50	4461.0	0.0112082492715
Samoa	2	185.0	0.0108108108108
Iceland	3	328.0	0.00914634146341
Honduras	68	7912.0	0.00859453993933
El Salvador	52	6264.0	0.00830140485313
Dominican Republic	72	10183.0	0.00707060787587
Canada	243	34675.0	0.00700793078587
Qatar	13	1939.0	0.00670448684889
Sierra Leone	38	6126.0	0.00620306888671
Paraguay	41	6683.0	0.00613496932515
Malta	2	419.0	0.00477326968974
Costa Rica	21	4794.0	0.00438047559449
Jamaica	11	2761.0	0.00398406374502
Cape Verde	2	505.0	0.0039603960396
Cuba	44	11249.0	0.00391145879634
United States	1221	315791.0	0.00386648131201
Panama	14	3625.0	0.00386206896552
United Kingdom	235	62798.0	0.00374215739355
Estonia	5	1340.0	0.00373134328358
Barbados	1	275.0	0.00363636363636
Australia	81	22919.0	0.00353418561019
Ireland	16	4579.0	0.0034942127102
Fiji	3	876.0	0.00342465753425
Swaziland	4	1220.0	0.00327868852459
Argentina	131	41119.0	0.00318587514288
Israel	23	7695.0	0.00298895386615
Guinea	30	10481.0	0.00286232229749
Gambia	5	1825.0	0.0027397260274
Namibia	6	2364.0	0.00253807106599
Chile	44	17423.0	0.00252539746312
Mauritania	9	3623.0	0.00248412917472
Greece	28	11419.0	0.00245205359489
Bolivia	25	10248.0	0.00243950039032
Peru	70	29734.0	0.00235420730477
Armenia	7	3109.0	0.00225152782245
Mexico	253	116147.0	0.0021782740837
Jordan	13	6457.0	0.00201331887874
Haiti	20	10256.0	0.00195007800312
Guinea-Bissau	3	1580.0	0.00189873417722
Portugal	20	10699.0	0.00186933358258
Venezuela	54	29891.0	0.00180656384865
Latvia	4	2235.0	0.00178970917226
Uruguay	6	3391.0	0.0017693895606
Uganda	62	35621.0	0.00174054630695
Nicaragua	10	5955.0	0.0016792611251
Russia	229	142703.0	0.00160473150529
United Arab Emirates	13	8106.0	0.00160375030841
Albania	5	3227.0	0.00154942671212
Singapore	8	5256.0	0.00152207001522
Bahrain	2	1359.0	0.00147167034584
Switzerland	11	7734.0	0.00142229118179
Norway	7	4960.0	0.00141129032258
Saudi Arabia	40	28705.0	0.0013934854555
Belgium	15	10788.0	0.00139043381535
Angola	28	20163.0	0.00138868223975
Guyana	1	758.0	0.00131926121372
Cambodia	19	14478.0	0.00131233595801
Ukraine	58	44940.0	0.00129060970182
Denmark	7	5593.0	0.00125156445557
Egypt	104	83958.0	0.00123871459539
Serbia	12	9847.0	0.00121864527267
Tunisia	13	10705.0	0.00121438580103
Netherlands	20	16714.0	0.00119660165131
Spain	54	46772.0	0.00115453690242
Croatia	5	4387.0	0.00113973102348
Kyrgyzstan	6	5448.0	0.0011013215859
Brazil	216	198361.0	0.00108892372997
Zambia	15	13884.0	0.00108038029386
Kuwait	3	2892.0	0.00103734439834
Guatemala	15	15138.0	0.000990883868411
Colombia	45	47551.0	0.00094635233749
Ghana	23	25546.0	0.000900336647616
France	57	63458.0	0.000898231901415
Kenya	38	42749.0	0.000888909682098
Sri Lanka	18	21224.0	0.000848096494534
Nepal	26	31011.0	0.000838412176325
Ecuador	12	14865.0	0.000807265388496
Vietnam	71	89730.0	0.00079126267692
Mauritius	1	1314.0	0.00076103500761
Zimbabwe	9	13014.0	0.000691562932227
Oman	2	2904.0	0.00068870523416
Czech Republic	7	10566.0	0.00066250236608
Germany	52	81991.0	0.000634215950531
Kazakhstan	10	16381.0	0.000610463341676
Hungary	6	9950.0	0.000603015075377
Austria	5	8429.0	0.000593190176771
Malaysia	17	29322.0	0.000579769456381
Pakistan	104	179951.0	0.000577935104556
Moldova	2	3519.0	0.000568343279341
Papua New Guinea	4	7170.0	0.000557880055788
Finland	3	5403.0	0.000555247084953
Philippines	53	96471.0	0.000549387898954
Somalia	5	9797.0	0.000510360314382
Sudan	23	45722.0	0.000503040111981
Lebanon	2	4292.0	0.000465983224604
Algeria	16	36486.0	0.00043852436551
Thailand	30	69892.0	0.000429233674813
Mali	7	16319.0	0.000428947852197
Benin	4	9352.0	0.000427715996578
Azerbaijan	4	9421.0	0.000424583377561
Chad	5	11831.0	0.000422618544502
Sweden	4	9495.0	0.000421274354924
South Africa	21	50738.0	0.000413890969293
Italy	24	60964.0	0.000393674955712
Yemen	10	25569.0	0.000391098595956
Iraq	13	33703.0	0.000385722339258
Malawi	6	15883.0	0.000377762387458
Romania	8	21388.0	0.000374041518609
Slovakia	2	5480.0	0.00036496350365
Madagascar	8	21929.0	0.000364813716996
Mongolia	1	2844.0	0.000351617440225
Morocco	11	32599.0	0.000337433663609
Bulgaria	2	7398.0	0.000270343336037
China	335	1353601.0	0.000247487996832
Niger	4	16644.0	0.000240326844509
Liberia	1	4245.0	0.000235571260306
Nigeria	39	166629.0	0.000234052895954
Central African Republic	1	4576.0	0.000218531468531
Belarus	2	9527.0	0.000209929673559
India	244	1258351.0	0.0001939045624
Syria	4	21118.0	0.000189411876125
Tanzania	8	47656.0	0.000167869733087
Myanmar	8	48724.0	0.000164190132173
Japan	20	126435.0	0.000158184047139
Laos	1	6374.0	0.000156887354879
Libya	1	6469.0	0.000154583397743
Afghanistan	5	33397.0	0.000149714046172
Cameroon	3	20469.0	0.000146563095413
Indonesia	35	244769.0	0.000142991963852
Tajikistan	1	7079.0	0.000141262890239
Poland	5	38317.0	0.000130490382859
Burundi	1	8749.0	0.000114298777003
Uzbekistan	2	28077.0	7.12326815543e-05
Burkina Faso	1	17482.0	5.72016931701e-05
Iran	4	75612.0	5.29016558218e-05
Ethiopia	4	86539.0	4.62219346191e-05
Mozambique	1	24475.0	4.08580183861e-05
Turkey	2	74509.0	2.68423948785e-05
Bangladesh	3	152409.0	1.96838769364e-05

Rank disease incidents:
Disease	Outbreak counts	Number of countries	Total reports	Reports per outbreak
--------------------------------------------------------------------------------------
Dengue	728	46	1632	2.0
Cholera	259	40	574	2.0
Influenza	233	48	280	1.0
West Nile Virus	197	23	1095	5.0
Salmonella	161	23	465	2.0
Swine Flu H1N1	155	18	325	2.0
Meningitis	151	24	1213	8.0
Not Yet Classified	144	31	425	2.0
Whooping Cough	141	20	250	1.0
Gastroenteritis	139	35	188	1.0
Waterborne Illness	134	20	492	3.0
Rabies	133	31	222	1.0
E. coli	112	13	245	2.0
Ebola	107	9	304	2.0
Measles	101	26	126	1.0
Avian Influenza	96	15	228	2.0
Anthrax	95	23	361	3.0
Norovirus	78	11	109	1.0
Malaria	77	34	89	1.0
Diarrhea	76	35	84	1.0
Poisoning	73	28	89	1.0
Foodborne Illness	70	26	88	1.0
Legionnaires'	70	10	106	1.0
Other Animal Disease	62	19	79	1.0
Hantavirus	61	12	132	2.0
Tuberculosis	58	26	64	1.0
African Swine Fever	54	11	129	2.0
Epizootic Hemorrhagic Disease	50	1	156	3.0
Hand, Foot and Mouth Disease	50	12	74	1.0
Eastern Equine Encephalitis	49	1	97	1.0
Listeriosis	49	7	184	3.0
Coronavirus	47	5	124	2.0
Swine Flu H3N2	47	3	147	3.0
Undiagnosed	47	22	52	1.0
Polio	46	7	74	1.0
Environmental	44	8	82	1.0
Other Plant Disease	43	24	50	1.0
Chicken Pox	41	9	53	1.0
Animal Die-off	40	11	49	1.0
Foot and Mouth	40	19	79	1.0
Respiratory Illness	40	21	41	1.0
Mumps	36	6	102	2.0
Pests	34	11	44	1.0
Hepatitis A	32	11	39	1.0
Schmallenberg	32	14	57	1.0
Algae	31	6	42	1.0
Chikungunya	31	9	39	1.0
Syphilis	31	9	39	1.0
Typhoid	31	24	36	1.0
HIV/AIDS	27	9	46	1.0
Plague	27	6	73	2.0
Scabies	25	9	26	1.0
Botulism	24	3	31	1.0
Dysentery	24	6	31	1.0
Pneumonia	23	14	25	1.0
Fever	22	8	35	1.0
Peste des petits ruminants	22	7	39	1.0
Food-related toxin	21	8	22	1.0
Encephalitis	20	5	23	1.0
Other Human Disease	19	13	19	1.0
SARS	19	5	28	1.0
Hepatitis C	17	6	19	1.0
MRSA	17	4	22	1.0
Equine Infectious Anemia	16	5	30	1.0
Newcastle Disease	16	6	27	1.0
Conjunctivitis	15	6	16	1.0
Hepatitis	15	8	18	1.0
Yellow Fever	15	7	20	1.0
Parvovirus	14	5	14	1.0
Trichinosis	14	2	15	1.0
Hemorrhagic Fever	13	6	17	1.0
Scrub Typhus	13	1	16	1.0
Antibiotic resistance	12	6	16	1.0
Bluetongue	12	4	18	1.0
Brucellosis	12	7	14	1.0
Canine distemper	12	3	15	1.0
Crimean-Congo Hemorrhagic Fever	12	5	15	1.0
Lyme Disease	12	3	12	1.0
Chagas	11	5	15	1.0
Meningitis - Neisseria	11	7	11	1.0
Tularemia	11	3	13	1.0
Bacterial Meningitis	10	3	11	1.0
Chronic Wasting Disease	10	1	16	1.0
Fungal Meningitis	10	1	22	2.0
Marburg Fever	10	1	47	4.0
Vesicular Stomatitis	10	1	15	1.0
Amoeba	9	4	11	1.0
Babesiosis	9	2	13	1.0
C. difficile	9	4	11	1.0
Chronic/Non-Infectious Disease	9	8	9	1.0
Classical Swine Fever	9	5	12	1.0
HFM-Enterovirus71	9	7	9	1.0
Leptospirosis	9	6	9	1.0
Valley Fever	9	1	10	1.0
Bovine TB	8	6	9	1.0
Cryptosporidium	8	2	8	1.0
Guinea Worm	8	4	8	1.0
HFM-CoxsackieA	8	1	8	1.0
Leishmaniasis	8	4	9	1.0
Lumpy Skin Disease	8	1	21	2.0
Rift Valley Fever	8	2	10	1.0
Rocky Mountain Spotted Fever	8	2	9	1.0
Strep	8	4	10	1.0
Hepatitis E	7	3	8	1.0
Japanese Encephalitis	7	4	17	2.0
Leprosy	7	3	9	1.0
Shigellosis	7	2	7	1.0
Tick-borne disease	7	3	7	1.0
Bronchitis/Bronchiolitis	6	5	6	1.0
Campylobacter	6	3	7	1.0
Gonorrhea	6	2	6	1.0
Vibrio parahaemolyticus	6	3	6	1.0
Viral Meningitis	6	3	9	1.0
Aspergillosis	5	2	6	1.0
CJD	5	4	7	1.0
Hospital-Related Infection	5	4	5	1.0
Lice	5	2	5	1.0
Melioidosis	5	3	5	1.0
Ringworm	5	2	5	1.0
Trypanosomiasis	5	5	5	1.0
Typhus	5	1	6	1.0
Vaccine Complication	5	4	5	1.0
Blastomycosis	4	1	4	1.0
Bovine Pleuropneumonia	4	1	6	1.0
Mycobacteria, non-TB	4	1	12	3.0
Nipah/Hendra Virus	4	1	4	1.0
Psittacosis	4	1	5	1.0
Rash	4	1	4	1.0
Sheep/Goat Pox	4	3	7	1.0
Staph	4	2	4	1.0
Tick-borne Encephalitis	4	1	5	1.0
BSE	3	3	6	2.0
Canine Influenza	3	1	3	1.0
Diphtheria	3	1	3	1.0
Echinococcosis	3	3	3	1.0
Equine Herpes Virus	3	1	5	1.0
Hepatitis B	3	3	4	1.0
Herpes	3	2	3	1.0
Lassa Fever	3	1	3	1.0
Monkeypox	3	2	4	1.0
P. aeruginosa	3	3	3	1.0
Paralytic Shellfish Poisoning	3	1	3	1.0
Protozoa, miscellaneous	3	2	3	1.0
Rubella	3	1	4	1.0
Sexually Transmitted Infection	3	2	4	1.0
Arenavirus	2	1	2	1.0
Blue Ear	2	1	2	1.0
Enterococcus	2	1	2	1.0
Enterovirus	2	1	3	1.0
Equine Influenza	2	2	2	1.0
Histoplasmosis	2	1	2	1.0
Myiasis	2	1	2	1.0
Rickettsia	2	1	2	1.0
Rotavirus	2	2	3	1.0
Vibrio vulnificus	2	2	2	1.0
Acinetobacter baumannii	1	1	1	1.0
Amebiasis	1	1	1	1.0
Avian Cholera	1	1	1	1.0
Bartonella	1	1	1	1.0
Cold	1	1	1	1.0
Feline panleukopenia virus	1	1	1	1.0
Filariasis	1	1	1	1.0
Free Living Amoeba	1	1	1	1.0
Human Bocavirus	1	1	3	3.0
La Crosse Encephalitis	1	1	1	1.0
Onchocerciasis	1	1	1	1.0
Otitis media	1	1	1	1.0
Ross River Virus	1	1	1	1.0
Scarlet Fever	1	1	1	1.0
Schistosomiasis	1	1	1	1.0
Sepsis	1	1	1	1.0
Shingles	1	1	1	1.0
St. Louis Encephalitis	1	1	1	1.0
Tetanus	1	1	1	1.0
Toxoplasmosis	1	1	1	1.0
Vibrio, noncholera	1	1	1	1.0
White nose syndrome	1	1	1	1.0

Average and max number reports per disease outbreak per country:
Country	Total reports	Total outbreaks	Average reports per outbreak	Max report instances
---------------------------------------------------------------------------------------------
Afghanistan	5	5	1.0	1
Albania	5	5	1.0	1
Algeria	16	16	1.0	1
Angola	36	28	1.28571428571	3
Argentina	206	131	1.57251908397	6
Armenia	9	7	1.28571428571	2
Australia	92	81	1.13580246914	3
Austria	6	5	1.2	2
Azerbaijan	5	4	1.25	2
Bahrain	2	2	1.0	1
Bangladesh	3	3	1.0	1
Barbados	1	1	1.0	1
Belarus	2	2	1.0	1
Belgium	17	15	1.13333333333	2
Benin	5	4	1.25	2
Bhutan	14	11	1.27272727273	2
Bolivia	30	25	1.2	4
Brazil	476	216	2.2037037037	11
Bulgaria	2	2	1.0	1
Burkina Faso	1	1	1.0	1
Burundi	1	1	1.0	1
Cambodia	21	19	1.10526315789	2
Cameroon	4	3	1.33333333333	2
Canada	396	243	1.62962962963	12
Cape Verde	3	2	1.5	2
Central African Republic	1	1	1.0	1
Chad	5	5	1.0	1
Chile	63	44	1.43181818182	6
China	1005	335	3.0	58
Colombia	63	45	1.4	12
Costa Rica	27	21	1.28571428571	2
Cote d'Ivoire	5	5	1.0	1
Croatia	9	5	1.8	4
Cuba	78	44	1.77272727273	13
Czech Republic	8	7	1.14285714286	2
DR Congo	202	82	2.46341463415	14
Denmark	15	7	2.14285714286	5
Dominican Republic	124	72	1.72222222222	8
Ecuador	12	12	1.0	1
Egypt	202	104	1.94230769231	12
El Salvador	68	52	1.30769230769	3
Estonia	5	5	1.0	1
Ethiopia	10	4	2.5	7
Fiji	3	3	1.0	1
Finland	5	3	1.66666666667	3
France	67	57	1.17543859649	3
Gambia	7	5	1.4	2
Germany	95	52	1.82692307692	10
Ghana	24	23	1.04347826087	2
Greece	51	28	1.82142857143	6
Guatemala	20	15	1.33333333333	2
Guinea	90	30	3.0	11
Guinea-Bissau	4	3	1.33333333333	2
Guyana	1	1	1.0	1
Haiti	33	20	1.65	4
Honduras	95	68	1.39705882353	4
Hungary	7	6	1.16666666667	2
Iceland	4	3	1.33333333333	2
India	480	244	1.96721311475	16
Indonesia	52	35	1.48571428571	7
Iran	16	4	4.0	11
Iraq	18	13	1.38461538462	5
Ireland	18	16	1.125	2
Israel	40	23	1.73913043478	7
Italy	36	24	1.5	4
Jamaica	12	11	1.09090909091	2
Japan	32	20	1.6	7
Jordan	16	13	1.23076923077	3
Kazakhstan	11	10	1.1	2
Kenya	46	38	1.21052631579	3
Kuwait	3	3	1.0	1
Kyrgyzstan	9	6	1.5	3
Laos	1	1	1.0	1
Latvia	6	4	1.5	2
Lebanon	2	2	1.0	1
Liberia	2	1	2.0	2
Libya	1	1	1.0	1
Madagascar	8	8	1.0	1
Malawi	8	6	1.33333333333	3
Malaysia	17	17	1.0	1
Mali	10	7	1.42857142857	4
Malta	2	2	1.0	1
Marshall Islands	1	1	1.0	1
Mauritania	12	9	1.33333333333	2
Mauritius	1	1	1.0	1
Mexico	652	253	2.57707509881	26
Moldova	2	2	1.0	1
Mongolia	2	1	2.0	2
Morocco	13	11	1.18181818182	2
Mozambique	1	1	1.0	1
Myanmar	8	8	1.0	1
Namibia	6	6	1.0	1
Nepal	40	26	1.53846153846	4
Netherlands	32	20	1.6	5
New Zealand	56	50	1.12	3
Nicaragua	14	10	1.4	3
Niger	5	4	1.25	2
Nigeria	55	39	1.41025641026	11
Norway	9	7	1.28571428571	2
Oman	2	2	1.0	1
Pakistan	139	104	1.33653846154	4
Palestinian Authority	11	8	1.375	2
Panama	14	14	1.0	1
Papua New Guinea	4	4	1.0	1
Paraguay	55	41	1.34146341463	4
Peru	82	70	1.17142857143	3
Philippines	80	53	1.50943396226	8
Poland	5	5	1.0	1
Portugal	45	20	2.25	6
Qatar	28	13	2.15384615385	4
Republic of Congo	17	14	1.21428571429	2
Republic of Macedonia	4	3	1.33333333333	2
Romania	10	8	1.25	3
Russia	375	229	1.63755458515	15
Samoa	3	2	1.5	2
Sao Tome & Principe	2	2	1.0	1
Saudi Arabia	73	40	1.825	7
Serbia	21	12	1.75	3
Sierra Leone	88	38	2.31578947368	9
Singapore	8	8	1.0	1
Slovakia	2	2	1.0	1
Somalia	5	5	1.0	1
South Africa	26	21	1.2380952381	4
South Korea	11	6	1.83333333333	6
South Sudan	8	8	1.0	1
Spain	72	54	1.33333333333	4
Sri Lanka	19	18	1.05555555556	2
Sudan	28	23	1.21739130435	3
Swaziland	5	4	1.25	2
Sweden	5	4	1.25	2
Switzerland	30	11	2.72727272727	19
Syria	6	4	1.5	3
Tajikistan	1	1	1.0	1
Tanzania	14	8	1.75	4
Thailand	34	30	1.13333333333	3
The Bahamas	1	1	1.0	1
Trinidad & Tobago	5	5	1.0	1
Tunisia	26	13	2.0	6
Turkey	2	2	1.0	1
Uganda	178	62	2.87096774194	17
Ukraine	75	58	1.29310344828	6
United Arab Emirates	13	13	1.0	1
United Kingdom	330	235	1.40425531915	7
United States	4642	1221	3.8018018018	103
Uruguay	6	6	1.0	1
Uzbekistan	2	2	1.0	1
Venezuela	70	54	1.2962962963	4
Vietnam	115	71	1.61971830986	9
Yemen	10	10	1.0	1
Zambia	17	15	1.13333333333	3
Zimbabwe	16	9	1.77777777778	4

Reports per capita for a given country:
Country	Total reports	Population 2012 (in 1000s)	Reports per capita
---------------------------------------------------------------------------
Bhutan	14	750.0	0.0186666666667
Marshall Islands	1	56.0	0.0178571428571
Samoa	3	185.0	0.0162162162162
United States	4642	315791.0	0.0146995956186
Qatar	28	1939.0	0.014440433213
Sierra Leone	88	6126.0	0.0143650016324
New Zealand	56	4461.0	0.012553239184
Iceland	4	328.0	0.0121951219512
Dominican Republic	124	10183.0	0.0121771580084
Honduras	95	7912.0	0.0120070778564
Canada	396	34675.0	0.011420331651
El Salvador	68	6264.0	0.0108556832695
Guinea	90	10481.0	0.00858696689247
Paraguay	55	6683.0	0.0082298368996
Cuba	78	11249.0	0.00693394968442
Cape Verde	3	505.0	0.00594059405941
Costa Rica	27	4794.0	0.00563204005006
Mexico	652	116147.0	0.00561357589951
United Kingdom	330	62798.0	0.00525494442498
Israel	40	7695.0	0.00519818063678
Argentina	206	41119.0	0.00500984946132
Uganda	178	35621.0	0.00499705230061
Malta	2	419.0	0.00477326968974
Greece	51	11419.0	0.0044662404764
Jamaica	12	2761.0	0.0043462513582
Portugal	45	10699.0	0.0042060005608
Swaziland	5	1220.0	0.00409836065574
Australia	92	22919.0	0.00401413674244
Ireland	18	4579.0	0.00393098929897
Switzerland	30	7734.0	0.00387897595035
Panama	14	3625.0	0.00386206896552
Gambia	7	1825.0	0.00383561643836
Estonia	5	1340.0	0.00373134328358
Barbados	1	275.0	0.00363636363636
Chile	63	17423.0	0.00361591000402
Fiji	3	876.0	0.00342465753425
Mauritania	12	3623.0	0.00331217223296
Haiti	33	10256.0	0.00321762870515
Bolivia	30	10248.0	0.00292740046838
Armenia	9	3109.0	0.00289482148601
Peru	82	29734.0	0.00275778569987
Latvia	6	2235.0	0.00268456375839
Denmark	15	5593.0	0.00268192383336
Russia	375	142703.0	0.00262783543443
Saudi Arabia	73	28705.0	0.00254311095628
Namibia	6	2364.0	0.00253807106599
Guinea-Bissau	4	1580.0	0.00253164556962
Jordan	16	6457.0	0.00247793092768
Tunisia	26	10705.0	0.00242877160206
Egypt	202	83958.0	0.00240596488721
Brazil	476	198361.0	0.00239966525678
Nicaragua	14	5955.0	0.00235096557515
Venezuela	70	29891.0	0.00234184202603
Serbia	21	9847.0	0.00213262922718
Croatia	9	4387.0	0.00205151584226
Netherlands	32	16714.0	0.0019145626421
Norway	9	4960.0	0.00181451612903
Angola	36	20163.0	0.00178544859396
Uruguay	6	3391.0	0.0017693895606
Ukraine	75	44940.0	0.00166889185581
Kyrgyzstan	9	5448.0	0.00165198237885
United Arab Emirates	13	8106.0	0.00160375030841
Belgium	17	10788.0	0.00157582499073
Albania	5	3227.0	0.00154942671212
Spain	72	46772.0	0.00153938253656
Singapore	8	5256.0	0.00152207001522
Bahrain	2	1359.0	0.00147167034584
Cambodia	21	14478.0	0.00145047658516
Colombia	63	47551.0	0.00132489327249
Guatemala	20	15138.0	0.00132117849121
Guyana	1	758.0	0.00131926121372
Nepal	40	31011.0	0.00128986488665
Vietnam	115	89730.0	0.00128162264571
Zimbabwe	16	13014.0	0.00122944521285
Zambia	17	13884.0	0.00122443099971
Germany	95	81991.0	0.00115866375578
Kenya	46	42749.0	0.00107604856254
France	67	63458.0	0.00105581644552
Kuwait	3	2892.0	0.00103734439834
Ghana	24	25546.0	0.000939481719252
Finland	5	5403.0	0.000925411808255
Sri Lanka	19	21224.0	0.000895212966453
Philippines	80	96471.0	0.000829264753138
Ecuador	12	14865.0	0.000807265388496
Pakistan	139	179951.0	0.000772432495513
Mauritius	1	1314.0	0.00076103500761
Czech Republic	8	10566.0	0.000757145561234
China	1005	1353601.0	0.000742463990496
Austria	6	8429.0	0.000711828212125
Hungary	7	9950.0	0.00070351758794
Mongolia	2	2844.0	0.00070323488045
Oman	2	2904.0	0.00068870523416
Kazakhstan	11	16381.0	0.000671509675844
Mali	10	16319.0	0.000612782645995
Sudan	28	45722.0	0.000612396658064
Italy	36	60964.0	0.000590512433567
Malaysia	17	29322.0	0.000579769456381
Moldova	2	3519.0	0.000568343279341
Papua New Guinea	4	7170.0	0.000557880055788
Benin	5	9352.0	0.000534644995723
Iraq	18	33703.0	0.000534077085126
Azerbaijan	5	9421.0	0.000530729221951
Sweden	5	9495.0	0.000526592943655
South Africa	26	50738.0	0.000512436438173
Somalia	5	9797.0	0.000510360314382
Malawi	8	15883.0	0.000503683183278
Thailand	34	69892.0	0.000486464831454
Liberia	2	4245.0	0.000471142520612
Romania	10	21388.0	0.000467551898261
Lebanon	2	4292.0	0.000465983224604
Algeria	16	36486.0	0.00043852436551
Chad	5	11831.0	0.000422618544502
Morocco	13	32599.0	0.000398785238811
Yemen	10	25569.0	0.000391098595956
India	480	1258351.0	0.000381451598163
Slovakia	2	5480.0	0.00036496350365
Madagascar	8	21929.0	0.000364813716996
Nigeria	55	166629.0	0.000330074596859
Niger	5	16644.0	0.000300408555636
Tanzania	14	47656.0	0.000293772032902
Syria	6	21118.0	0.000284117814187
Bulgaria	2	7398.0	0.000270343336037
Japan	32	126435.0	0.000253094475422
Central African Republic	1	4576.0	0.000218531468531
Indonesia	52	244769.0	0.000212445203437
Iran	16	75612.0	0.000211606623287
Belarus	2	9527.0	0.000209929673559
Cameroon	4	20469.0	0.00019541746055
Myanmar	8	48724.0	0.000164190132173
Laos	1	6374.0	0.000156887354879
Libya	1	6469.0	0.000154583397743
Afghanistan	5	33397.0	0.000149714046172
Tajikistan	1	7079.0	0.000141262890239
Poland	5	38317.0	0.000130490382859
Ethiopia	10	86539.0	0.000115554836548
Burundi	1	8749.0	0.000114298777003
Uzbekistan	2	28077.0	7.12326815543e-05
Burkina Faso	1	17482.0	5.72016931701e-05
Mozambique	1	24475.0	4.08580183861e-05
Turkey	2	74509.0	2.68423948785e-05
Bangladesh	3	152409.0	1.96838769364e-05

Top 10 outbreak countries:
Country	Total outbreak counts
------------------------------
United States	1221
China	335
Mexico	253
India	244
Canada	243
United Kingdom	235
Russia	229
Brazil	216
Argentina	131
Egypt	104

Analyze the distribution of languages, domains and TLDs from the health web links links.txt.





In [18]:



    


from operator import itemgetter
import collections, urllib, tldextract, re, logging



    











In [19]:



    


logging.basicConfig()

language = []
tlds = []
domains = []
langtlds = []
langdomains = []

Takes a list and turns it into a dictionary of counts





In [20]:



    


def make_counter(data):
    count = collections.Counter()
    for item in data:
        count[item] += 1
    count_list = []
    for key in count:
        count_list.append([key,count[key]])
    count_list=sorted(count_list, key=itemgetter(1),reverse=True)
    return count_list

Take a dictionary and outputs it to a txt file





In [21]:



    


def write_counter(data,name):
    path = name + '.txt'
    with open(path,'wb') as f:
        for item in data:
            if isinstance(item[0],str):
                row = item[0] + '\t' + str(item[1]) + '\n'
            else:
                row = item[0][0] + '\t' + item[0][1] + '\t'+ str(item[1]) + '\n'
            f.write(row)



    











In [22]:



    


'''
# Open every url from link_source.txt and returns a file of the redirect links
# *Long* process, do not uncomment.

i=
with open('links_source.txt','r') as f:
    for row in f:
        try:
            print row
            link = urllib.urlopen(row).geturl()
            urllib.urlopen(row).close()
            links.append(link)
        except:
            links.append('')
            print i

with open('links.txt','a') as f:
    for item in links:
        f.write(item)
        f.write('\n')
        links = []
'''



    


















    
Out[22]:








"\n# Open every url from link_source.txt and returns a file of the redirect links\n# *Long* process, do not uncomment.\n\ni=\nwith open('links_source.txt','r') as f:\n    for row in f:\n        try:\n            print row\n            link = urllib.urlopen(row).geturl()\n            urllib.urlopen(row).close()\n            links.append(link)\n        except:\n            links.append('')\n            print i\n\nwith open('links.txt','a') as f:\n    for item in links:\n        f.write(item)\n        f.write('\n')\n        links = []\n"

Process the links for lanuages, TLDs, and domains into lists





In [25]:



    


with open('links.txt','r') as f:
    for row in f:
        row = row.rstrip('\n')
        if re.search('translate',row):
            lang_code=row[-2:]
            if re.search(r'news\.google',row):
                url_match = re.search(r'%3D(http.+)',row)
            else:
                url_match = re.search(r'=(http.+)',row)
            url = urllib.unquote(url_match.group(1))
            tldextract.extract(url).tld,tldextract.extract(url).domain
        else:
            lang_code='en'
            tld = tldextract.extract(row).tld
            domain = tldextract.extract(row).domain
        language.append(lang_code)
        tlds.append(tld)
        domains.append(domain)
        langtlds.append((lang_code,tld))
        langdomains.append((lang_code,domain))

Output all the dictionaries and txt files





In [26]:



    


lang_list = make_counter(language)
write_counter(lang_list,'languages')

url_count = make_counter(tlds)
write_counter(url_count,'TLDs')

domain_count = make_counter(domains)
write_counter(domain_count,'domains')

langtlds_count = make_counter(langtlds)
write_counter(langtlds_count,'langtlds')

langdomains_count = make_counter(langdomains)
write_counter(langdomains_count,'langdomains')



    











In [ ]:

Content source: shngli/Data-Mining-Python

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