Quantitative Methods of Accounting and Finance - Study on Nobel Prize Winners

The study evaluates the basic characteristics of Nobel Prize winners using observational methodology and statistical analysis. It includes pie charts, bar charts, descriptive statistics, t-tests, and age analysis. The study finds that only 6% of Nobel Prize winners are female, medicine holds the most number of Nobel Prize winners, and the United States of America holds the maximum number of prizes. The study recommends allocating more prizes to other areas where only few of the Nobel Prizes have been awarded.

QUANTITATIVE
METHODS OF
ACCOUNTING AND
FINANCE

EXECUTIVE SUMMARY
The purpose of the study is to evaluate about the winners of the Nobel Prize. The key
reason behind the study conducted is to know about the basic characteristic of the Nobel Prize.
The observational methodology has been used in order to conduct the research study. This
methodology is based on the observations created against the study is conducted by the scholar.
This is identified that only 6% are the Nobel Prize winners are female. Medicine hold the most
number of Nobel Prize winners. United States of America hold the maximum number of prizes.
This is recommended that more prizes must be allocated to other areas where only few of the
Nobel Prizes have been awarded.

Table of Contents
Business problem........................................................................................................................5
Statistical problem.......................................................................................................................5
ANALYSIS......................................................................................................................................5
PART 1............................................................................................................................................5
1. Presenting a pie chart for gender.............................................................................................5
PART 2............................................................................................................................................8
1.Horizontal bar chart..................................................................................................................8
2. Age of the laureate in the year of the ceremony...................................................................14
PART 3..........................................................................................................................................15
1. Descriptive statistic...............................................................................................................15
2. T test......................................................................................................................................16
3.Presenting how the age of winners have changed over time.................................................17
CONCLUSION..............................................................................................................................17
REFERENCES..............................................................................................................................17
APPENDIX....................................................................................................................................19

Business problem
The primary purpose of the study is to understand the various aspects related to the Nobel
Prize. The aim of the entire study conducted is to know about the basic nature of the Nobel Prize
winners (Cantarelli, Bellé and Belardinelli, 2020). The purpose of the study is also to understand
the various streams that hold the Nobel Prizes. Study also aim to understand the maximum
preferred area when it comes to awarding. Business language is professional and sufficient to
understand about the basic characteristics of the study.
Statistical problem
The analysis is done with the use of secondary method of data collection. The analysis is
further done with the use of bar graph, pie chart and such like tools. Excel is used to present
information in order to analysis the whole information and records. Problem is entertained when
the information and data is analyses properly. The issue is related to the practices adopted to
evaluate the whole information order to achieve the overall research objectives.
ANALYSIS
PART 1
1. Presenting a pie chart for gender
Particular
s Frequency %
Female 58 6%
Male 876
91
%
962
100
%

Interpretation: From the above, it has been interpreted that there are 876 males and 58 females.
Also, from 100%, only 6% of them are females who won the Nobel Prize. The above stated pie
chart clearly demonstrate the fact that 91% of the total prizes are allocated to the male. Whereas
only 6% have been allocated to the female. The difference between the prize winners based on
gender is huge.
2.
Row Labels
Count of
category
Chemistry 186
Economics 86
6.00%
91.00%
Female
Male

Literature 117
Medicine 222
Peace 135
Physics 216
Grand
Total 962
The above reflected bar chart demonstrate the fact that in medicine the maximum number
of prizes have been allocated. The total prizes in medicine is 222, chemistry 186, physics 216,
literature 117, peace 135 and economics 86. The most prizes have been allocated in medicine
where as the least number of prizes are allocated in economics.
Row Labels
Count of
category
Chemistry 186
Female 7
Male 179
Economics 86
Female 2
Male 84
Literature 117
Chemistry
Economics
Literature
Medicine
Peace
Physics
0 50 100 150 200 250
186
86
117
222
135
216
Column B

Female 16
Male 101
Medicine 222
Female 12
Male 210
Peace 135
Female 17
Male 90
NA 28
Physics 216
Female 4
Male 212
Grand
Total 962
The above stated data clearly demonstrate the fact that the overall segregation between
make and female is done in each of the prize category (Harman, 2020). The maximum number of
winners are male whereas female are only few.
PART 2
1. Horizontal bar chart
Row Labels
Count of
prize
Algeria 2
Argentina 4
Australia 10
Austria 18
Azerbaijan 1
Bangladesh 1
Belarus 4
Belgium 9

Bosnia and Herzegovina 2
Brazil 1
Bulgaria 1
Canada 20
Chile 2
China 12
Colombia 2
Costa Rica 1
Croatia 1
Cyprus 1
Czech Republic 6
Democratic Republic of the
Congo 1
Denmark 12
East Timor 2
Egypt 6
Ethiopia 1
Finland 5
France 57
Germany 84
Ghana 1
Greece 1

Guadeloupe Island 1
Guatemala 2
Hungary 9
Iceland 1
India 9
Indonesia 1
Iran 2
Iraq 1
Ireland 5
Israel 6
Italy 19
Japan 27
Kenya 1
Korea (South Korea) 2
Latvia 1
Liberia 2
Lithuania 3
Luxembourg 2
Madagascar 1
Mexico 3
Morocco 1

Myanmar 1
NA 28
Netherlands 18
New Zealand 3
Nigeria 1
Norway 12
Pakistan 3
Peru 1
Poland 27
Portugal 2
Republic of Macedonia 1
Romania 4
Russia 26
Saint Lucia 2
Slovakia 1
Slovenia 1
South Africa 9
Spain 7
Sweden 29
Switzerland 19
Taiwan 1
Trinidad 1

Turkey 3
Ukraine 5
United Kingdom 105
United States of America 281
Venezuela 1
Vietnam 1
Yemen 1
Zimbabwe 1
Grand Total 962
United states of America hold the maximum number of Nobel Prizes in comparison to all
other nations. The total number of prizes hold by the United States of America is 281. United
Kingdom is the second largest country in term of total number of Nobel Prizes with the figure of
105. There are many countries such as Brazil, Yemen, Vietnam and many other contain only one
prize as a Nobel Prize. The possible reason behind is the awareness of the people about the
Nobel prize and the level of expertise achieved by the prize winners (Harry and et.al., 2021). The
all countries belong to the birth country current. Birth country do not exist so it is not used. Birth
country current is the terminology that is used in respect to all the nations mentioned in the list of
Nobel Prize Winners.

The highest number of award are for United States. The other countries are United
Kingdom, Germany, France, Sweden and NA.
Cross-tabulation
country *
category
Crosstabul
ation
Count
category T
o
t
a
l
Chemistry Literature Medicine Peace Physics
country United States of
America 1 0 0 0 0 1
United Kingdom 0 1 0 0 0 1
Germany 0 0 1 0 0 1
France 0 0 0 1 0 1
United States of America
United Kingdom
Germany
France
Sweden
NA
0 50 100 150 200 250 300
281
105
84
57
29
28
Column B

Sweden 0 0 0 1 0 1
NA 0 0 0 0 1 1
Canada 0 1 0 0 0 1
Switzerland 0 0 1 0 0 1
Netherland 0 0 0 1 0 1
Russia 0 0 0 1 0 1
Austria 0 0 0 0 1 1
Norway 1 0 0 0 0 1
China 0 1 0 0 0 1
Denmark 0 0 1 0 0 1
Australia 0 0 0 1 0 1
Scotland 0 0 0 0 1 1
South Africa 0 0 0 0 1 1
Belgium 1 0 0 0 0 1
India 0 1 0 0 0 1
Germany(poland) 0 1 0 0 0 1
Total 3 5 3 5 4 2
0
Regression
Model
Summary
Model R R Square Adjusted R
Square
Std. Error of
the Estimate
1 .123a .015 .013 1.42178
a.
Predictors:
(Constant),
country
ANOVAa

Model Sum of
Squares
df Mean Square F S
i
g
.
1
Regression 17.997 1 17.997 8.903 .003b
Residual 1176.496 582 2.021
Total 1194.493 583
a.
Dependent
Variable:
category
b.
Predictors:
(Constant)
, country
Coefficien
tsa
Model Unstandardized
Coefficients
Standardized
Coefficients
t S
i
g
.
B Std. Error Beta
1 (Constant) 3.277 .168 19.488 .000
country .119 .040 .123 2.984 .003
a.
Dependent
Variable:
category
Germany contain more number of Nobel Prize in compare to the United Kingdom in
medicine. France have more number of prize in peace as compare to the Germany. United States
have better position in chemistry in comparison to the Germany and Japan.
2. Age of the laureate in the year of the ceremony.
Age of the laureate in a year is attached in appendix

Age Prize
17 to 40 60
41 to 50 169
51 to 60 246
61 to 70 252
71 to 80 161
81 to 90 41
91 to
100 2
bels Count of
2
TRUE 105
FALSE 829
#VALUE! 27
Grand Total 961

The youngest candidate name is Nadia Murad. The Oldest name of the Nobel Laureate is
Christian Matthias Theodor Mommsen (Heshmati, 202). The oldest member won the Nobel
Prize for Literature and the youngest member won the prize for peace. Average age of the winner
is 59.95. 75% of the laureates are younger than 60 years of age when they received the Nobel
Prize.
PART 3
1. Descriptive statistic
Physics
age
Chemistry
Age Eco age
Literature
age
Medicin
e age
Peac
e age
Mean 56.43056 58.8172
66.9651
2 64.79487 58.61261
#VA
LUE
!
Median 55 58 67 67 57
#VA
LUE
!
Mode 42 54 67 60 55
#VA
LUE
!
Standard deviation 14.35739 11.85949
8.46369
1 10.23056 11.75864
#VA
LUE
!
Coefficient of
variation 206.1347 140.6475
71.6340
6 104.6645 138.2655
#VA
LUE
!

Mean value of physics is 56.43 years, chemistry age is 58.82 years, eco age is 67 years
and so on. This is identified tat the average age is below the 60 years in each category. It can be
concluded that it take time to get eligible for the Nobel Prize in any of the category.
2. T test
Physics
Age
Chemist
ry Age
Mean 56.43056 58.8172
Variance 206.1347
140.647
5
Observations 216 186
Pooled Variance 175.8469
Hypothesized Mean
Difference 0
df 400

t Stat -1.79925
P(T<=t) one-tail 0.036366
t Critical one-tail 1.648672
P(T<=t) two-tail 0.072733
t Critical two-tail 1.965912
The average age of physics is less than the average age of chemistry. This completely
support the previous findings registered. This finding is all favorable to support the overall
conclusion drawn against the research study is conducted. Findings of question 1 also find the
results similar to achieve a proper findings.
3.Presenting how the age of winners have changed over time
The age of winners have changed over the time. There is not any constant movement
been noticed in the average age of the winners of the Nobel Prize. Usually the people take time
to get renowned against the Nobel Prize (Nazarovets, 2020). There is not any significant or
particular trend have been reported to achieve a position of Nobel prize winner.
CONCLUSION
The Nobel prize winners do not contain any specific trend that can denote that there is
particular progress in the age or the time required to win the award. United States has the most
number of Nobel Prizes. The majority of the prize winners are all male. Only 6% of the winner is
female.
REFERENCES
Books and Journal
Cantarelli, P., Bellé, N. and Belardinelli, P., 2020. Behavioral public HR: Experimental evidence
on cognitive biases and debiasing interventions. Review of Public Personnel
Administration. 40(1). pp.56-81.
Harman, O., 2020. When science mirrors life: on the origins of the Price equation. Philosophical
Transactions of the Royal Society B, 375(1797). p.20190352.

Harry, E. and et.al., 2021. Physician task load and the risk of burnout among US physicians in a
national survey. The Joint Commission Journal on Quality and Patient Safety. 47(2).
pp.76-85.
Heshmati, A., 2021. The Effect of Early-Career Recognition on the Subsequent Success:
Evidence from the Academy Awards (Doctoral dissertation, Concordia University).
Nazarovets, S., 2020. Quantitative analysis of the co-publications of Ukrainian scientists with
the Nobel laureates 1994-2018 in Science. arXiv preprint arXiv:2010.03847.

APPENDIX
Year birth_date Age
1901
1852-08-
30 49
1901
1839-03-
16 62
1901
1854-03-
15 47
1901
1822-05-
20 79
1901
1828-05-
08 73
1901
1845-03-
27 56
1902
1852-10-
09 50
1902
1817-11-
30 85
1902
1857-05-
13 45
1902
1843-05-
21 59
1902
1833-02-
19 69
1902
1853-07-
18 49
1902
1865-05-
25 37
1903
1859-02-
19 44
1903
1832-12-
08 71
1903
1860-12-
15 43
1903
1828-03-
18 75
1903
1852-12-
15 51
1903
1867-11-
07 36
1903
1859-05-
15 44
1904
1852-10-
02 52

1904
1830-09-
08 74
1904
1832-04-
19 72
1904
1849-09-
14 55
1904 NA #VALUE!
1904
1842-11-
12 62
1905
1835-10-
31 70
1905
1846-05-
05 59
1905
1843-12-
11 62
1905
1843-06-
09 62
1905
1862-06-
07 43
1906
1852-09-
28 54
1906
1835-07-
27 71
1906
1843-07-
07 63
1906
1852-05-
01 54
1906
1858-10-
27 48
1906
1856-12-
18 50
1907
1860-05-
20 47
1907
1865-12-
30 42
1907
1845-06-
18 62
1907
1833-09-
20 74
1907
1843-05-
21 64
1907
1852-12-
19 55
1908
1871-08-
30 37

1908
1846-01-
05 62
1908
1845-05-
15 63
1908
1854-03-
14 54
1908
1837-04-
21 71
1908
1844-10-
27 64
1908
1845-08-
16 63
1909
1853-09-
02 56
1909
1858-11-
20 51
1909
1841-08-
25 68
1909
1829-07-
26 80
1909
1852-11-
22 57
1909
1874-04-
25 35
1909
1850-06-
06 59
1910
1847-03-
27 63
1910
1830-03-
15 80
1910
1853-09-
16 57
1910 NA #VALUE!
1910
1837-11-
23 73
1911
1867-11-
07 44
1911
1862-08-
29 49
1911
1862-06-
05 49
1911
1864-11-
11 47
1911
1838-04-
28 73

1911
1864-01-
13 47
1912
1854-11-
05 58
1912
1871-05-
06 41
1912
1862-11-
15 50
1912
1873-06-
28 39
1912
1845-02-
15 67
1912
1869-11-
30 43
1913
1866-12-
12 47
1913
1861-05-
07 52
1913
1850-08-
26 63
1913
1854-04-
22 59
1913
1853-09-
21 60
1914
1868-01-
31 46
1914
1876-04-
22 38
1914
1879-10-
09 35
1915
1872-08-
13 43
1915
1866-01-
29 49
1915
1862-07-
02 53
1915
1890-03-
31 25
1916
1859-07-
06 57
1917
1857-07-
24 60
1917
1857-06-
02 60
1917 NA #VALUE!

1917
1877-06-
07 40
1918
1868-12-
09 50
1918
1858-04-
23 60
1919
1845-04-
24 74
1919
1870-06-
13 49
1919
1856-12-
28 63
1919
1874-04-
15 45
1920
1864-06-
25 56
1920
1859-08-
04 61
1920
1874-11-
15 46
1920
1851-05-
21 69
1920
1861-02-
15 59
1921
1877-09-
02 44
1921
1844-04-
16 77
1921
1869-09-
17 52
1921
1860-11-
23 61
1921
1879-03-
14 42
1922
1877-09-
01 45
1922
1866-08-
12 56
1922
1886-09-
26 36
1922
1884-04-
12 38
1922
1861-10-
10 61
1922
1885-10-
07 37

1923
1869-09-
03 54
1923
1865-06-
13 58
1923
1891-11-
14 32
1923
1876-09-
06 47
1923
1868-03-
22 55
1924
1867-05-
07 57
1924
1860-05-
21 64
1924
1886-12-
03 38
1925
1865-04-
01 60
1925
1856-07-
26 69
1925
1865-08-
27 60
1925
1863-10-
16 62
1925
1887-07-
22 38
1925
1882-08-
26 43
1926
1884-08-
30 42
1926
1871-09-
27 55
1926
1867-04-
23 59
1926
1862-03-
28 64
1926
1878-05-
10 48
1926
1870-09-
30 56
1927
1877-06-
04 50
1927
1859-10-
18 68
1927
1857-03-
07 70

1927
1841-12-
20 86
1927
1858-03-
23 69
1927
1892-09-
10 35
1927
1869-02-
14 58
1928
1876-12-
25 52
1928
1882-05-
20 46
1928
1866-09-
21 62
1928
1879-04-
26 49
1929
1865-10-
12 64
1929
1873-02-
15 56
1929
1875-06-
06 54
1929
1858-08-
11 71
1929
1861-06-
20 68
1929
1856-12-
22 73
1929
1892-08-
15 37
1930
1881-07-
27 49
1930
1885-02-
07 45
1930
1868-06-
14 62
1930
1866-01-
15 64
1930
1888-11-
07 42
1931
1874-08-
27 57
1931
1884-10-
11 47
1931
1864-07-
20 67

1931
1883-10-
08 48
1931
1860-09-
06 71
1931
1862-04-
02 69
1932
1881-01-
31 51
1932
1867-08-
14 65
1932
1889-11-
30 43
1932
1857-11-
27 75
1932 5/12/1901 31
1933
1870-10-
22 63
1933
1866-09-
25 67
1933
1872-12-
26 61
1933
1887-08-
12 46
1933 8/8/02 31
1934
1893-04-
29 41
1934
1867-06-
28 67
1934
1878-08-
28 56
1934
1885-12-
02 49
1934
1892-02-
06 42
1934
1863-09-
13 71
1935 3/19/00 35
1935
1897-09-
12 38
1935
1869-06-
27 66
1935
1889-10-
03 46
1935
1891-10-
20 44

1936
1884-03-
24 52
1936
1888-10-
16 48
1936
1873-06-
03 63
1936
1875-06-
09 61
1936
1878-11-
01 58
1936 9/3/05 31
1936
1883-06-
24 53
1937
1889-04-
21 48
1937
1883-03-
19 54
1937
1881-03-
23 56
1937
1893-09-
16 44
1937
1864-09-
14 73
1937
1881-10-
22 56
1937
1892-05-
03 45
1938 12/3/00 38
1938
1892-06-
26 46
1938
1892-03-
28 46
1938 NA #VALUE!
1938 9/29/01 37
1939 3/24/03 36
1939
1887-09-
13 52
1939
1888-09-
16 51
1939
1895-10-
30 44
1939 8/8/01 36
1943
1885-08-
01 58
1943 1893-11- 50

13
1943
1895-02-
21 48
1943
1888-02-
17 55
1944
1879-03-
08 65
1944
1873-01-
20 71
1944
1888-07-
05 56
1944
1874-01-
05 70
1944 NA #VALUE!
1944
1898-07-
29 46
1945
1895-01-
15 50
1945
1889-04-
07 56
1945 6/19/06 56
1945
1881-08-
06 64
1945
1898-09-
24 47
1945
1871-10-
02 74
1945 4/25/00 45
1946
1887-11-
19 59
1946
1891-07-
05 55
1946 8/16/04 42
1946
1877-07-
02 69
1946
1890-12-
21 56
1946
1867-01-
08 79
1946
1865-05-
25 81
1946
1882-04-
21 64
1947
1886-09-
13 61

1947
1869-11-
22 78
1947
1887-04-
10 60
1947
1896-12-
05 51
1947
1896-08-
15 51
1947 NA #VALUE!
1947 NA #VALUE!
1947
1892-09-
06 55
1948 8/10/02 46
1948
1888-09-
26 60
1948
1899-01-
12 49
1948
1897-11-
18 51
1949
1895-05-
12 54
1949
1897-09-
25 52
1949
1874-11-
29 75
1949
1881-03-
17 68
1949
1880-09-
23 69
1949 1/23/07 42
1950 7/10/02 48
1950
1876-01-
23 74
1950
1872-05-
18 78
1950
1886-03-
08 64
1950
1896-02-
28 54
1950
1897-07-
20 53
1950 8/7/04 46
1950 12/5/03 47
1951 9/18/07 44

1951 4/19/12 39
1951
1891-05-
23 60
1951
1899-01-
30 52
1951
1879-07-
01 72
1951 10/6/03 48
1951
1897-05-
27 54
1952 3/1/10 42
1952 10/28/14 38
1952
1885-10-
11 67
1952
1888-07-
22 64
1952
1875-01-
14 77
1952 8/30/12 40
1952 10/23/05 47
1953
1881-03-
23 72
1953
1874-11-
30 79
1953
1899-06-
12 54
1953 8/25/00 53
1953
1880-12-
31 73
1953
1888-07-
16 65
1954 2/28/01 53
1954
1899-07-
21 55
1954 8/25/16 38
1954
1897-02-
10 57
1954 6/15/15 39
1954 NA #VALUE!
1954
1882-12-
11 72
1954
1891-01-
08 63
1955 5/18/01 54

1955 4/23/02 53
1955 7/6/03 52
1955 1/26/11 44
1955 7/12/13 42
1956
1896-04-
03 60
1956
1897-05-
19 59
1956
1881-12-
24 75
1956
1895-09-
24 61
1956
1895-10-
30 61
1956 8/29/04 52
1956 5/23/08 48
1956 2/10/02 54
1956 2/13/10 46
1957 10/2/07 50
1957 11/7/13 44
1957 3/23/07 40
1957
1897-04-
23 60
1957 9/22/22 35
1957 11/24/26 31
1958 8/13/18 40
1958
1890-02-
10 68
1958 12/14/09 49
1958 10/22/03 55
1958 5/23/25 33
1958 2/10/10 48
1958
1895-07-
08 63
1958 10/23/08 50
1958 7/28/04 54
1959
1890-12-
20 69
1959 8/20/01 58
1959 3/3/18 41
1959 9/24/05 54
1959
1889-11-
01 70

1959 2/1/05 54
1959 7/10/20 39
1960 12/17/08 52
1960
1887-05-
31 73
1960 2/28/15 45
1960
1899-09-
03 61
1960
1898-01-
01 62
1960 9/21/26 34
1961 4/8/11 50
1961
1892-10-
10 69
1961
1899-06-
03 62
1961 7/29/05 56
1961 2/5/15 46
1961 1/31/29 32
1962 3/24/17 45
1962 5/19/14 48
1962 2/27/02 60
1962 6/8/16 46
1962 4/6/28 34
1962 12/15/16 46
1962 2/28/01 61
1962 1/22/08 54
1963 2/26/03 60
1963
1898-11-
26 65
1963 3/13/00 63
1963 2/5/14 49
1963 11/22/17 46
1963 1/27/03 60
1963 NA #VALUE!
1963 NA #VALUE!
1963 11/17/02 61
1963 6/25/07 56
1963 6/28/06 57
1964 5/12/10 54
1964 6/21/05 59
1964 4/6/11 53

1964 1/21/12 52
1964 1/15/29 35
1964 7/11/16 48
1964 7/28/15 49
1964 12/14/22 42
1965 4/10/17 48
1965 5/24/05 60
1965 5/8/02 63
1965 6/17/20 45
1965 2/9/10 55
1965 NA #VALUE!
1965 2/12/18 47
1965 5/11/18 47
1965 3/31/06 59
1966
1896-06-
07 70
1966
1891-12-
10 75
1966
1888-07-
17 78
1966 9/22/01 65
1966
1879-10-
05 87
1966 5/3/02 64
1967 12/6/20 47
1967 5/9/27 40
1967
1897-11-
09 70
1967
1899-10-
19 68
1967 11/18/06 61
1967 12/22/03 64
1967 10/30/00 67
1967 7/2/06 61
1968 11/27/03 65
1968
1899-06-
11 69
1968 1/9/22 46
1968 4/10/27 41
1968 1/28/22 46
1968
1887-10-
05 81

1968 6/13/11 57
1969 9/8/18 51
1969
1897-05-
17 72
1969 4/12/03 66
1969
1895-03-
03 74
1969 4/13/06 63
1969 12/4/08 61
1969 9/4/06 63
1969 8/13/12 57
1969 NA #VALUE!
1969 9/15/29 40
1970 9/6/06 64
1970 5/15/15 55
1970 12/11/18 52
1970 5/30/12 58
1970 3/26/11 59
1970 2/7/05 65
1970 3/25/14 56
1970 5/30/08 62
1970 11/22/04 66
1971 12/25/04 67
1971 4/30/01 70
1971 7/12/04 67
1971 11/19/15 56
1971 12/18/13 58
1971 6/5/00 71
1972 3/26/16 56
1972 9/4/13 59
1972 6/25/11 61
1972 4/8/04 68
1972 8/23/21 51
1972 12/21/17 55
1972 7/1/29 43
1972 10/8/17 55
1972 5/23/08 64
1972 5/31/31 41
1972 2/28/30 42
1973 11/10/18 55
1973 7/14/21 52

1973 8/5/06 67
1973 5/28/12 61
1973
1886-11-
20 87
1973 11/7/03 70
1973 4/15/07 66
1973 5/27/23 50
1973 10/14/11 62
1973 1/4/40 33
1973 4/5/29 44
1973 3/12/25 48
1974 6/19/10 64
1974
1899-05-
08 75
1974
1898-12-
06 76
1974 7/29/00 74
1974 5/6/04 70
1974
1898-08-
24 76
1974 10/2/17 57
1974 11/19/12 62
1974 3/27/01 73
1974 1/26/04 70
1974 5/11/24 50
1974 9/27/18 56
1975 9/7/17 58
1975 7/23/06 69
1975 1/19/12 63
1975 8/28/10 65
1975
1896-10-
12 79
1975 3/7/38 37
1975 12/10/34 41
1975 2/22/14 61
1975 5/21/21 54
1975 6/19/22 53
1975 7/9/26 49
1975 12/9/17 58
1976 12/9/19 57
1976 7/31/12 64
1976 6/10/15 61

1976 7/28/25 51
1976 9/9/23 53
1976 5/22/43 33
1976 1/27/44 32
1976 3/22/31 45
1976 1/27/36 40
1977 1/25/17 60
1977
1899-04-
23 78
1977 6/23/07 70
1977
1898-04-
26 79
1977 11/30/26 51
1977 1/11/24 53
1977 7/19/21 56
1977 NA #VALUE!
1977
1899-03-
13 78
1977 12/13/23 54
1977 9/30/05 72
1978 9/29/20 58
1978 6/15/16 62
1978 7/14/04 74
1978 10/30/28 50
1978 8/23/31 47
1978 6/3/29 49
1978 8/16/13 65
1978 12/25/18 60
1978 4/26/33 45
1978
1894-07-
09 84
1978 1/10/36 42
1979
1897-06-
16 82
1979 5/22/12 67
1979 1/23/15 64
1979 4/30/02 77
1979 11/2/11 68
1979 2/23/24 55
1979 8/28/19 60
1979 8/26/10 69
1979 1/29/26 53

1979 12/5/32 47
1979 5/3/33 46
1980 8/13/18 62
1980 6/30/26 54
1980 3/21/32 48
1980 9/14/20 60
1980 6/30/11 69
1980 10/29/20 60
1980 12/19/03 77
1980 10/19/16 64
1980 11/26/31 49
1980 9/29/31 49
1980 3/10/23 57
1981 10/4/18 63
1981 7/18/37 44
1981 3/5/18 63
1981 7/25/05 76
1981 2/27/26 55
1981 8/20/13 68
1981 6/3/24 57
1981 NA #VALUE!
1981 5/5/21 60
1981 4/20/18 63
1981 3/11/20 61
1982 8/11/26 56
1982 1/17/11 71
1982 3/6/27 55
1982 5/21/34 48
1982 3/29/27 55
1982 1/10/16 66
1982 3/20/11 71
1982 1/31/02 80
1982 6/8/36 46
1983 11/30/15 68
1983 7/4/21 62
1983 9/19/11 72
1983 6/16/02 81
1983 9/29/43 40
1983 10/19/10 73
1983 8/9/11 72
1984 7/15/21 63

1984 8/30/13 71
1984 9/23/01 83
1984 10/8/27 57
1984 4/17/46 38
1984 12/23/11 73
1984 10/7/31 53
1984 3/31/34 50
1984 11/24/25 59
1985 2/14/17 68
1985 6/18/18 67
1985 6/18/18 67
1985 10/10/13 72
1985 4/18/40 45
1985 4/13/41 44
1985 NA #VALUE!
1985 6/28/43 42
1986 6/18/32 54
1986 1/23/29 57
1986 11/19/36 50
1986 10/3/19 67
1986 7/13/34 52
1986 4/22/09 77
1986 11/17/22 64
1986 9/30/28 58
1986 12/25/06 80
1986 7/20/47 39
1986 6/6/33 53
1987 10/3/04 83
1987 4/22/19 68
1987 9/30/39 48
1987 8/23/24 63
1987 5/24/40 47
1987 9/6/39 48
1987 9/13/41 46
1987 5/16/50 37
1987 4/20/27 60
1988 7/18/48 40
1988 9/30/43 45
1988 2/20/37 51
1988 5/31/11 77
1988 12/11/11 77

1988 4/18/05 83
1988 1/23/18 70
1988 6/14/24 64
1988 NA #VALUE!
1988 5/25/21 67
1988 7/15/22 66
1988 11/2/32 56
1989 5/7/39 50
1989 12/8/47 42
1989 12/13/11 78
1989 5/11/16 73
1989 12/18/39 50
1989 2/22/36 53
1989 7/6/35 54
1989 9/9/22 67
1989 8/27/15 74
1989 8/10/13 76
1990 7/12/28 62
1990 8/24/27 63
1990 5/16/23 67
1990 6/16/34 56
1990 3/31/14 76
1990 3/15/20 70
1990 4/1/19 71
1990 3/2/31 59
1990 12/9/26 64
1990 3/28/30 60
1990 11/2/29 61
1991 8/14/33 58
1991 12/29/10 81
1991 11/20/23 68
1991 6/12/42 49
1991 3/20/44 47
1991 6/19/45 46
1991 10/24/32 59
1992 7/21/23 69
1992 12/2/30 62
1992 1/23/30 62
1992 4/6/20 72
1992 6/6/18 74
1992 1/9/59 33

1992 8/1/24 68
1993 12/28/44 49
1993 4/26/32 61
1993 11/5/20 73
1993 7/1/27 66
1993 2/18/31 62
1993 6/6/44 49
1993 9/6/43 50
1993 3/18/36 57
1993 7/18/18 75
1993 3/29/41 52
1993 11/28/50 43
1994 5/22/27 67
1994 5/29/20 74
1994 6/13/28 66
1994 10/5/30 64
1994 1/31/35 59
1994 7/1/41 53
1994 12/1/25 69
1994 8/16/23 71
1994 8/24/29 65
1994 3/1/22 72
1994 7/15/18 76
1994 9/23/15 79
1995 6/28/27 68
1995 3/19/43 52
1995 12/3/33 62
1995 9/15/37 58
1995 4/13/39 56
1995 10/20/42 53
1995 5/20/18 77
1995 6/8/47 48
1995 11/4/08 87
1995 NA #VALUE!
1995 3/16/18 77
1995 6/24/27 68
1996 6/6/43 53
1996 8/23/33 63
1996 10/7/39 57
1996 7/5/36 60
1996 6/21/14 82

1996 7/2/23 73
1996 10/15/40 56
1996 1/6/44 52
1996 2/3/48 48
1996 12/26/49 47
1996 1/20/31 65
1996 8/1/45 51
1996 6/26/37 59
1997 10/8/18 79
1997 1/7/41 56
1997 7/31/18 79
1997 7/1/41 56
1997 7/31/44 53
1997 3/24/26 71
1997 5/28/42 55
1997 NA #VALUE!
1997 10/9/50 47
1997 4/1/33 64
1997 2/28/48 49
1997 11/5/48 49
1998 10/31/25 73
1998 3/9/23 75
1998 11/3/33 65
1998 11/16/22 76
1998 9/14/36 62
1998 5/31/41 57
1998 6/4/16 82
1998 10/15/44 54
1998 1/18/37 61
1998 2/28/39 59
1998 4/6/49 49
1998 11/1/50 48
1999 2/26/46 53
1999 10/24/32 67
1999 10/16/27 72
1999 5/21/36 63
1999 NA #VALUE!
1999 7/5/46 53
1999 6/27/31 68
2000 4/14/27 73
2000 1/22/36 64

2000 8/20/36 64
2000 7/29/37 63
2000 4/19/44 56
2000 1/4/40 60
2000 1/25/23 77
2000 11/7/29 71
2000 12/11/25 75
2000 12/3/25 75
2000 8/25/28 72
2000 11/8/23 77
2000 3/15/30 70
2001 4/28/41 60
2001 9/3/38 63
2001 6/1/17 84
2001 1/1/43 58
2001 6/17/40 61
2001 2/9/43 58
2001 8/17/32 69
2001 10/30/39 62
2001 1/25/49 52
2001 2/19/43 58
2001 4/8/38 63
2001 NA #VALUE!
2001 3/26/51 50
2001 12/19/61 40
2001 10/21/57 44
2002 6/15/17 85
2002 8/3/59 43
2002 10/4/38 64
2002 3/5/34 68
2002 1/1/27 75
2002 11/9/29 73
2002 5/8/47 55
2002 3/27/42 60
2002 1/13/27 75
2002 10/1/24 78
2002 9/19/26 76
2002 10/14/14 88
2002 10/6/31 71
2003 1/30/49 54
2003 2/19/56 47

2003 9/4/34 69
2003 11/10/42 61
2003 2/9/40 63
2003 5/6/29 74
2003 10/9/33 70
2003 6/21/47 56
2003 6/25/28 75
2003 3/26/38 65
2003 10/4/16 87
2004 10/1/47 57
2004 12/31/37 67
2004 7/16/26 78
2004 12/26/40 64
2004 12/1/43 61
2004 10/20/46 58
2004 1/29/47 57
2004 7/2/46 58
2004 4/1/40 64
2004 2/19/41 63
2004 5/15/51 53
2004 8/31/49 55
2005 1/4/45 60
2005 2/27/42 63
2005 10/10/30 75
2005 6/8/30 75
2005 4/14/21 84
2005 10/10/30 75
2005 9/30/51 54
2005 6/11/37 68
2005 NA #VALUE!
2005 6/17/42 63
2005 8/21/34 71
2005 9/1/25 80
2005 10/30/41 64
2006 4/24/47 59
2006 7/26/33 73
2006 6/7/52 54
2006 4/27/59 47
2006 10/19/60 46
2006 NA #VALUE!
2006 6/28/40 66

2006 2/20/45 61
2006 8/7/46 60
2007 10/10/36 71
2007 12/12/50 57
2007 8/21/17 90
2007 3/29/51 56
2007 10/22/19 88
2007 10/6/37 70
2007 6/23/25 82
2007 1/1/41 66
2007 3/31/48 59
2007 NA #VALUE!
2007 3/7/38 69
2007 5/18/39 68
2008 1/15/47 61
2008 8/27/28 80
2008 2/1/52 56
2008 2/28/53 55
2008 4/13/40 68
2008 7/30/47 61
2008 3/11/36 72
2008 8/18/32 76
2008 6/23/37 71
2008 4/7/44 64
2008 2/7/40 68
2008 1/18/21 87
2009 6/22/39 70
2009 8/23/40 69
2009 7/2/52 57
2009 8/7/33 76
2009 9/27/32 77
2009 8/17/53 56
2009 4/15/61 48
2009 11/26/48 61
2009 11/9/52 57
2009 8/4/61 48
2009 11/4/33 76
2009 5/10/30 79
2009 8/19/24 85
2010 9/12/30 80
2010 7/14/35 75

2010 8/15/31 79
2010 2/20/48 62
2010 2/2/39 71
2010 4/29/40 70
2010 3/28/36 74
2010 9/27/25 85
2010 12/28/55 55
2010 10/21/58 52
2010 8/23/74 36
2011 1/24/41 70
2011 10/21/42 69
2011 7/19/43 68
2011 4/15/31 80
2011 12/29/57 54
2011 8/2/41 70
2011 1/14/43 68
2011 10/29/38 73
2011 2/1/72 39
2011 2/7/79 32
2011 12/16/69 42
2011 2/24/67 44
2011 9/22/59 52
2012 5/30/55 57
2012 4/15/43 69
2012 12/18/51 61
2012 6/2/23 89
2012 2/2/55 57
2012 9/4/62 50
2012 10/2/33 79
2012 NA #VALUE!
2012 2/24/44 68
2012 9/11/44 68
2013 11/20/40 73
2013 3/15/30 83
2013 5/9/47 66
2013 2/14/39 74
2013 10/26/52 61
2013 3/29/46 67
2013 7/10/31 82
2013 11/3/50 63
2013 12/30/48 65

2013 12/22/55 58
2013 NA #VALUE!
2013 11/6/32 81
2013 5/29/29 84
2014 1/13/60 54
2014 12/23/62 52
2014 6/24/53 61
2014 8/9/53 61
2014 7/30/45 69
2014 4/27/62 52
2014 11/18/39 75
2014 1/4/63 51
2014 1/11/54 60
2014 7/12/97 17
2014 9/11/60 54
2014 1/30/29 85
2014 5/22/54 60
2015 9/8/46 69
2015 6/13/46 69
2015 1/28/38 77
2015 10/19/45 70
2015 5/31/48 67
2015 7/12/35 80
2015 6/28/30 85
2015 12/30/30 85
2015 NA #VALUE!
2015 8/29/43 72
2015 3/9/59 56
2016 5/18/51 65
2016 10/21/44 72
2016 5/24/42 74
2016 4/18/49 67
2016 10/9/48 68
2016 5/24/41 75
2016 2/9/45 71
2016 8/10/51 65
2016 9/21/34 82
2016 9/14/51 65
2016 6/22/43 73
2017 6/8/42 75
2017 9/12/40 77

2017 7/19/45 72
2017 9/12/45 72
2017 11/8/54 63
2017 5/3/45 72
2017 3/7/44 73
2017 3/28/49 68
2017 NA #VALUE!
2017 1/27/36 81
2017 6/1/40 77
2017 9/29/32 85
2018 7/25/56 62
2018 3/10/41 77
2018 4/14/51 67
2018 11/6/55 63
2018 5/31/41 77
2018 1/29/62 56
2018 8/7/48 70
2018 1/27/42 76
2018 3/1/55 63
2018 7/2/93 25
2018 9/2/22 96
2018 5/27/59 59
2018 6/22/44 74
2019 1/30/48 71
2019 7/25/22 97
2019 12/22/41 78
2019 2/21/61 58
2019 10/25/72 47
2019 11/12/64 55
2019 12/6/42 77
2019 7/12/56 63
2019 5/14/54 65
2019 11/23/57 62
2019 8/15/76 43
2019 2/23/66 53
2019 4/25/35 84
2019 1/12/42 77
2020 12/11/68 52
2020 2/19/64 56
2020 4/20/48 72
2020 5/16/37 83

2020 4/22/43 77
2020 8/25/52 68
2020 9/12/35 85
2020 7/2/49 71
2020 NA
2020 6/16/65 55
2020 3/24/52 68
2020 8/8/31 89