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Last active Aug 29, 2015

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Reshaping data

Reshaping data

My colleague had a set of temperature readings with one row per date. Another colleague needed to visualize the data in a tool that required one row per day of the month with columns for each year value. He was working with the data in a SQL database, but neither of us knew off the top of our heads the best way to do this. This gist is a number of examples of how to approach the problem.

#!/usr/bin/env Rscript
# Reshape data with one row per day of the year and a column for the
# temperature reading for each year in the dataset.
#
# Usage: cat summers.csv | ./pivot.R
library(reshape)
data = read.csv(file('stdin'))
data$day_of_year <- sprintf("%02d/%02d", data$month, data$day)
data <- melt(data, id=c('day_of_year', 'year'), measure=c('tmax'))
data <- cast(data, day_of_year ~ ...)
write.csv(data, stdout())
-- Show tmax values by day, with one column for year
-- This works with PostgreSQL, though there are likely similar techniques that work with other RDBMs
-- This kind of sucks because you can't generate the output columns dynamically, though
-- you could write a custom function that generates text as described as
-- http://www.cureffi.org/2013/03/19/automatically-creating-pivot-table-column-names-in-postgresql/
-- You can leverage your editor like I did to quickly generate the tmax_YYYY column definitions.
SELECT * FROM crosstab(
'SELECT (lpad(month::text, 2, ''0'') || ''/'' || lpad(day::text, 2, ''0'')) AS monthday, year, tmax FROM summers ORDER BY 1',
'SELECT DISTINCT year FROM summers ORDER BY 1'
)
AS pivot(
day text,
tmax_1959 character varying(3),
tmax_1960 character varying(3),
tmax_1961 character varying(3),
tmax_1962 character varying(3),
tmax_1963 character varying(3),
tmax_1964 character varying(3),
tmax_1965 character varying(3),
tmax_1966 character varying(3),
tmax_1967 character varying(3),
tmax_1968 character varying(3),
tmax_1969 character varying(3),
tmax_1970 character varying(3),
tmax_1971 character varying(3),
tmax_1972 character varying(3),
tmax_1973 character varying(3),
tmax_1974 character varying(3),
tmax_1975 character varying(3),
tmax_1976 character varying(3),
tmax_1977 character varying(3),
tmax_1978 character varying(3),
tmax_1979 character varying(3),
tmax_1980 character varying(3),
tmax_1981 character varying(3),
tmax_1982 character varying(3),
tmax_1983 character varying(3),
tmax_1984 character varying(3),
tmax_1985 character varying(3),
tmax_1986 character varying(3),
tmax_1987 character varying(3),
tmax_1988 character varying(3),
tmax_1989 character varying(3),
tmax_1990 character varying(3),
tmax_1991 character varying(3),
tmax_1992 character varying(3),
tmax_1993 character varying(3),
tmax_1994 character varying(3),
tmax_1995 character varying(3),
tmax_1996 character varying(3),
tmax_1997 character varying(3),
tmax_1998 character varying(3),
tmax_1999 character varying(3),
tmax_2000 character varying(3),
tmax_2001 character varying(3),
tmax_2002 character varying(3),
tmax_2003 character varying(3),
tmax_2004 character varying(3),
tmax_2005 character varying(3),
tmax_2006 character varying(3),
tmax_2007 character varying(3),
tmax_2008 character varying(3),
tmax_2009 character varying(3),
tmax_2010 character varying(3),
tmax_2011 character varying(3),
tmax_2012 character varying(3),
tmax_2013 character varying(3),
tmax_2014 character varying(3),
tmax_2015 character varying(3)
);
#!/usr/bin/env python
"""
Reshape data with one row per day of the year and a column for the
temperature reading for each year in the dataset.
Usage: cat summers.csv | python pivot_pandas.py
"""
import sys
import pandas as pd
def add_day_of_year(month, day):
return "{:02d}/{:02d}".format(month, day)
if __name__ == "__main__":
# Read CSV from stdin
data = pd.read_table(sys.stdin,
sep=',')
# Add a day of year column to use as the index for the pivot
data['day_of_year'] = map(add_day_of_year, data['month'], data['day'])
pivoted = data.pivot(index='day_of_year', columns='year', values='tmax')
pivoted.to_csv(sys.stdout)
date prcp snow snwd tmax tmin year month day
06/01/1959 00:00:00 t 0 0 70 53 1959 6 1
06/02/1959 00:00:00 0 0 0 73 48 1959 6 2
06/03/1959 00:00:00 0 0 0 82 56 1959 6 3
06/04/1959 00:00:00 0 0 0 85 61 1959 6 4
06/05/1959 00:00:00 0 0 0 84 61 1959 6 5
06/06/1959 00:00:00 0 0 0 83 62 1959 6 6
06/07/1959 00:00:00 0 0 0 92 64 1959 6 7
06/08/1959 00:00:00 0 0 0 91 68 1959 6 8
06/09/1959 00:00:00 t 0 0 90 71 1959 6 9
06/10/1959 00:00:00 0.01 0 0 84 72 1959 6 10
06/11/1959 00:00:00 t 0 0 83 69 1959 6 11
06/12/1959 00:00:00 0 0 0 88 67 1959 6 12
06/13/1959 00:00:00 0 0 0 67 53 1959 6 13
06/14/1959 00:00:00 0 0 0 72 48 1959 6 14
06/15/1959 00:00:00 t 0 0 77 56 1959 6 15
06/16/1959 00:00:00 0 0 0 76 50 1959 6 16
06/17/1959 00:00:00 0 0 0 71 48 1959 6 17
06/18/1959 00:00:00 0 0 0 74 55 1959 6 18
06/19/1959 00:00:00 0 0 0 82 50 1959 6 19
06/20/1959 00:00:00 0 0 0 78 66 1959 6 20
06/21/1959 00:00:00 0.26 0 0 87 60 1959 6 21
06/22/1959 00:00:00 0 0 0 70 59 1959 6 22
06/23/1959 00:00:00 0 0 0 75 53 1959 6 23
06/24/1959 00:00:00 t 0 0 90 60 1959 6 24
06/25/1959 00:00:00 0.98 0 0 91 70 1959 6 25
06/26/1959 00:00:00 t 0 0 90 71 1959 6 26
06/27/1959 00:00:00 t 0 0 91 75 1959 6 27
06/28/1959 00:00:00 0 0 0 88 78 1959 6 28
06/29/1959 00:00:00 0.22 0 0 79 62 1959 6 29
06/30/1959 00:00:00 0.21 0 0 73 61 1959 6 30
07/01/1959 00:00:00 0.45 0 0 71 54 1959 7 1
07/02/1959 00:00:00 0 0 0 79 52 1959 7 2
07/03/1959 00:00:00 0 0 0 85 60 1959 7 3
07/04/1959 00:00:00 0.28 0 0 83 65 1959 7 4
07/05/1959 00:00:00 0 0 0 86 66 1959 7 5
07/06/1959 00:00:00 0 0 0 72 60 1959 7 6
07/07/1959 00:00:00 0 0 0 87 56 1959 7 7
07/08/1959 00:00:00 0.02 0 0 91 69 1959 7 8
07/09/1959 00:00:00 0.08 0 0 82 65 1959 7 9
07/10/1959 00:00:00 0.43 0 0 85 57 1959 7 10
07/11/1959 00:00:00 0 0 0 75 58 1959 7 11
07/12/1959 00:00:00 0 0 0 79 56 1959 7 12
07/13/1959 00:00:00 0 0 0 85 61 1959 7 13
07/14/1959 00:00:00 0 0 0 83 62 1959 7 14
07/15/1959 00:00:00 0 0 0 87 63 1959 7 15
07/16/1959 00:00:00 0 0 0 87 64 1959 7 16
07/17/1959 00:00:00 0.05 0 0 90 69 1959 7 17
07/18/1959 00:00:00 0.21 0 0 82 71 1959 7 18
07/19/1959 00:00:00 0.61 0 0 74 62 1959 7 19
07/20/1959 00:00:00 0 0 0 86 60 1959 7 20
07/21/1959 00:00:00 0 0 0 92 64 1959 7 21
07/22/1959 00:00:00 0.22 0 0 88 69 1959 7 22
07/23/1959 00:00:00 1.24 0 0 81 68 1959 7 23
07/24/1959 00:00:00 0 0 0 80 64 1959 7 24
07/25/1959 00:00:00 0 0 0 73 62 1959 7 25
07/26/1959 00:00:00 0 0 0 83 57 1959 7 26
07/27/1959 00:00:00 0 0 0 88 66 1959 7 27
07/28/1959 00:00:00 0.04 0 0 87 70 1959 7 28
07/29/1959 00:00:00 0.55 0 0 94 71 1959 7 29
07/30/1959 00:00:00 1 0 0 85 70 1959 7 30
07/31/1959 00:00:00 0 0 0 88 65 1959 7 31
08/01/1959 00:00:00 0 0 0 75 60 1959 8 1
08/02/1959 00:00:00 0 0 0 83 57 1959 8 2
08/03/1959 00:00:00 1.3 0 0 79 62 1959 8 3
08/04/1959 00:00:00 t 0 0 88 70 1959 8 4
08/05/1959 00:00:00 0 0 0 87 69 1959 8 5
08/06/1959 00:00:00 t 0 0 86 70 1959 8 6
08/07/1959 00:00:00 0.3 0 0 75 65 1959 8 7
08/08/1959 00:00:00 t 0 0 73 63 1959 8 8
08/09/1959 00:00:00 0 0 0 78 61 1959 8 9
08/10/1959 00:00:00 0 0 0 82 61 1959 8 10
08/11/1959 00:00:00 0.03 0 0 86 66 1959 8 11
08/12/1959 00:00:00 0 0 0 91 71 1959 8 12
08/13/1959 00:00:00 0 0 0 91 70 1959 8 13
08/14/1959 00:00:00 0 0 0 90 75 1959 8 14
08/15/1959 00:00:00 0.21 0 0 88 71 1959 8 15
08/16/1959 00:00:00 0.1 0 0 79 70 1959 8 16
08/17/1959 00:00:00 t 0 0 86 68 1959 8 17
08/18/1959 00:00:00 0 0 0 85 63 1959 8 18
08/19/1959 00:00:00 0 0 0 92 63 1959 8 19
08/20/1959 00:00:00 0 0 0 91 74 1959 8 20
08/21/1959 00:00:00 0 0 0 94 75 1959 8 21
08/22/1959 00:00:00 0 0 0 94 74 1959 8 22
08/23/1959 00:00:00 0.01 0 0 91 73 1959 8 23
08/24/1959 00:00:00 0 0 0 92 71 1959 8 24
08/25/1959 00:00:00 0 0 0 94 73 1959 8 25
08/26/1959 00:00:00 t 0 0 92 74 1959 8 26
08/27/1959 00:00:00 t 0 0 89 73 1959 8 27
08/28/1959 00:00:00 0.08 0 0 91 71 1959 8 28
08/29/1959 00:00:00 0 0 0 86 69 1959 8 29
08/30/1959 00:00:00 t 0 0 86 69 1959 8 30
08/31/1959 00:00:00 0 0 0 77 65 1959 8 31
09/01/1959 00:00:00 0 0 0 75 64 1959 9 1
06/01/1960 00:00:00 t 0 0 86 64 1960 6 1
06/02/1960 00:00:00 t 0 0 81 62 1960 6 2
06/03/1960 00:00:00 0 0 0 86 62 1960 6 3
06/04/1960 00:00:00 0.27 0 0 86 63 1960 6 4
06/05/1960 00:00:00 0.02 0 0 73 57 1960 6 5
06/06/1960 00:00:00 0 0 0 68 52 1960 6 6
06/07/1960 00:00:00 0 0 0 64 52 1960 6 7
06/08/1960 00:00:00 0 0 0 72 48 1960 6 8
06/09/1960 00:00:00 0 0 0 74 51 1960 6 9
06/10/1960 00:00:00 0.16 0 0 83 57 1960 6 10
06/11/1960 00:00:00 0.26 0 0 83 55 1960 6 11
06/12/1960 00:00:00 0.62 0 0 59 55 1960 6 12
06/13/1960 00:00:00 0.9 0 0 63 56 1960 6 13
06/14/1960 00:00:00 0.38 0 0 60 54 1960 6 14
06/15/1960 00:00:00 0.36 0 0 78 54 1960 6 15
06/16/1960 00:00:00 0.05 0 0 79 53 1960 6 16
06/17/1960 00:00:00 0.03 0 0 64 51 1960 6 17
06/18/1960 00:00:00 0.03 0 0 76 52 1960 6 18
06/19/1960 00:00:00 0 0 0 76 58 1960 6 19
06/20/1960 00:00:00 t 0 0 68 54 1960 6 20
06/21/1960 00:00:00 0.13 0 0 70 58 1960 6 21
06/22/1960 00:00:00 0 0 0 78 62 1960 6 22
06/23/1960 00:00:00 0.02 0 0 79 61 1960 6 23
06/24/1960 00:00:00 0 0 0 73 57 1960 6 24
06/25/1960 00:00:00 0 0 0 80 56 1960 6 25
06/26/1960 00:00:00 0 0 0 84 63 1960 6 26
06/27/1960 00:00:00 t 0 0 83 64 1960 6 27
06/28/1960 00:00:00 0.44 0 0 83 66 1960 6 28
06/29/1960 00:00:00 0 0 0 84 70 1960 6 29
06/30/1960 00:00:00 0.39 0 0 76 57 1960 6 30
07/01/1960 00:00:00 0.09 0 0 76 56 1960 7 1
07/02/1960 00:00:00 1.64 0 0 86 61 1960 7 2
07/03/1960 00:00:00 t 0 0 73 61 1960 7 3
07/04/1960 00:00:00 0 0 0 73 55 1960 7 4
07/05/1960 00:00:00 t 0 0 76 55 1960 7 5
07/06/1960 00:00:00 t 0 0 76 61 1960 7 6
07/07/1960 00:00:00 0 0 0 82 57 1960 7 7
07/08/1960 00:00:00 0 0 0 85 63 1960 7 8
07/09/1960 00:00:00 0.25 0 0 84 63 1960 7 9
07/10/1960 00:00:00 0.23 0 0 72 62 1960 7 10
07/11/1960 00:00:00 0 0 0 80 64 1960 7 11
07/12/1960 00:00:00 0.06 0 0 90 65 1960 7 12
07/13/1960 00:00:00 0.07 0 0 79 60 1960 7 13
07/14/1960 00:00:00 0 0 0 71 57 1960 7 14
07/15/1960 00:00:00 0 0 0 77 55 1960 7 15
07/16/1960 00:00:00 0 0 0 83 62 1960 7 16
07/17/1960 00:00:00 0 0 0 85 62 1960 7 17
07/18/1960 00:00:00 t 0 0 83 68 1960 7 18
07/19/1960 00:00:00 0 0 0 87 64 1960 7 19
07/20/1960 00:00:00 0 0 0 75 59 1960 7 20
07/21/1960 00:00:00 0 0 0 91 63 1960 7 21
07/22/1960 00:00:00 t 0 0 92 71 1960 7 22
07/23/1960 00:00:00 0 0 0 80 64 1960 7 23
07/24/1960 00:00:00 0 0 0 86 59 1960 7 24
07/25/1960 00:00:00 0.07 0 0 92 72 1960 7 25
07/26/1960 00:00:00 1.15 0 0 84 70 1960 7 26
07/27/1960 00:00:00 0 0 0 87 66 1960 7 27
07/28/1960 00:00:00 0.68 0 0 88 69 1960 7 28
07/29/1960 00:00:00 t 0 0 91 68 1960 7 29
07/30/1960 00:00:00 0.03 0 0 76 61 1960 7 30
07/31/1960 00:00:00 0 0 0 80 58 1960 7 31
08/01/1960 00:00:00 0 0 0 85 61 1960 8 1
08/02/1960 00:00:00 t 0 0 90 69 1960 8 2
08/03/1960 00:00:00 0.39 0 0 87 68 1960 8 3
08/04/1960 00:00:00 0.12 0 0 74 62 1960 8 4
08/05/1960 00:00:00 0 0 0 80 59 1960 8 5
08/06/1960 00:00:00 t 0 0 85 69 1960 8 6
08/07/1960 00:00:00 0.08 0 0 85 71 1960 8 7
08/08/1960 00:00:00 t 0 0 86 65 1960 8 8
08/09/1960 00:00:00 1.01 0 0 80 65 1960 8 9
08/10/1960 00:00:00 0.01 0 0 68 60 1960 8 10
08/11/1960 00:00:00 0 0 0 77 55 1960 8 11
08/12/1960 00:00:00 0 0 0 82 60 1960 8 12
08/13/1960 00:00:00 0 0 0 83 61 1960 8 13
08/14/1960 00:00:00 0.04 0 0 77 59 1960 8 14
08/15/1960 00:00:00 0 0 0 71 55 1960 8 15
08/16/1960 00:00:00 0 0 0 77 58 1960 8 16
08/17/1960 00:00:00 0 0 0 87 63 1960 8 17
08/18/1960 00:00:00 0.15 0 0 92 67 1960 8 18
08/19/1960 00:00:00 1.29 0 0 85 69 1960 8 19
08/20/1960 00:00:00 0.37 0 0 77 65 1960 8 20
08/21/1960 00:00:00 0 0 0 82 65 1960 8 21
08/22/1960 00:00:00 0 0 0 85 65 1960 8 22
08/23/1960 00:00:00 0 0 0 80 66 1960 8 23
08/24/1960 00:00:00 0 0 0 82 67 1960 8 24
08/25/1960 00:00:00 0 0 0 86 68 1960 8 25
08/26/1960 00:00:00 0 0 0 88 66 1960 8 26
08/27/1960 00:00:00 0 0 0 90 61 1960 8 27
08/28/1960 00:00:00 0 0 0 89 71 1960 8 28
08/29/1960 00:00:00 0 0 0 82 70 1960 8 29
08/30/1960 00:00:00 0 0 0 87 64 1960 8 30
08/31/1960 00:00:00 0 0 0 93 70 1960 8 31
09/01/1960 00:00:00 0 0 0 92 73 1960 9 1
06/01/1961 00:00:00 t 0 0 81 68 1961 6 1
06/02/1961 00:00:00 t 0 0 82 50 1961 6 2
06/03/1961 00:00:00 0 0 0 70 46 1961 6 3
06/04/1961 00:00:00 0 0 0 82 48 1961 6 4
06/05/1961 00:00:00 0 0 0 86 50 1961 6 5
06/06/1961 00:00:00 0 0 0 73 55 1961 6 6
06/07/1961 00:00:00 0.96 0 0 85 60 1961 6 7
06/08/1961 00:00:00 1.3 0 0 74 60 1961 6 8
06/09/1961 00:00:00 t 0 0 78 55 1961 6 9
06/10/1961 00:00:00 0.34 0 0 89 58 1961 6 10
06/11/1961 00:00:00 0 0 0 90 56 1961 6 11
06/12/1961 00:00:00 0 0 0 89 68 1961 6 12
06/13/1961 00:00:00 1.09 0 0 88 61 1961 6 13
06/14/1961 00:00:00 t 0 0 65 52 1961 6 14
06/15/1961 00:00:00 0 0 0 63 43 1961 6 15
06/16/1961 00:00:00 0 0 0 79 41 1961 6 16
06/17/1961 00:00:00 0 0 0 79 49 1961 6 17
06/18/1961 00:00:00 0 0 0 81 51 1961 6 18
06/19/1961 00:00:00 0.36 0 0 84 52 1961 6 19
06/20/1961 00:00:00 0 0 0 65 47 1961 6 20
06/21/1961 00:00:00 0 0 0 75 44 1961 6 21
06/22/1961 00:00:00 0.04 0 0 82 60 1961 6 22
06/23/1961 00:00:00 0 0 0 72 52 1961 6 23
06/24/1961 00:00:00 0.11 0 0 76 47 1961 6 24
06/25/1961 00:00:00 0 0 0 75 52 1961 6 25
06/26/1961 00:00:00 0 0 0 81 52 1961 6 26
06/27/1961 00:00:00 0 0 0 86 62 1961 6 27
06/28/1961 00:00:00 0 0 0 90 62 1961 6 28
06/29/1961 00:00:00 0 0 0 92 71 1961 6 29
06/30/1961 00:00:00 0 0 0 90 69 1961 6 30
07/01/1961 00:00:00 t 0 0 84 67 1961 7 1
07/02/1961 00:00:00 t 0 0 86 61 1961 7 2
07/03/1961 00:00:00 0.01 0 0 81 55 1961 7 3
07/04/1961 00:00:00 0.47 0 0 65 60 1961 7 4
07/05/1961 00:00:00 1.39 0 0 69 53 1961 7 5
07/06/1961 00:00:00 0 0 0 78 48 1961 7 6
07/07/1961 00:00:00 0 0 0 70 53 1961 7 7
07/08/1961 00:00:00 0 0 0 72 51 1961 7 8
07/09/1961 00:00:00 0 0 0 79 49 1961 7 9
07/10/1961 00:00:00 0 0 0 82 59 1961 7 10
07/11/1961 00:00:00 0 0 0 86 55 1961 7 11
07/12/1961 00:00:00 t 0 0 81 65 1961 7 12
07/13/1961 00:00:00 0.01 0 0 79 62 1961 7 13
07/14/1961 00:00:00 t 0 0 82 64 1961 7 14
07/15/1961 00:00:00 0 0 0 84 62 1961 7 15
07/16/1961 00:00:00 0 0 0 82 64 1961 7 16
07/17/1961 00:00:00 0 0 0 84 59 1961 7 17
07/18/1961 00:00:00 0 0 0 86 61 1961 7 18
07/19/1961 00:00:00 0.15 0 0 85 65 1961 7 19
07/20/1961 00:00:00 0 0 0 85 60 1961 7 20
07/21/1961 00:00:00 0.49 0 0 79 66 1961 7 21
07/22/1961 00:00:00 0.09 0 0 84 68 1961 7 22
07/23/1961 00:00:00 0.09 0 0 79 68 1961 7 23
07/24/1961 00:00:00 0 0 0 83 67 1961 7 24
07/25/1961 00:00:00 0 0 0 79 59 1961 7 25
07/26/1961 00:00:00 0 0 0 83 58 1961 7 26
07/27/1961 00:00:00 0 0 0 85 62 1961 7 27
07/28/1961 00:00:00 0.06 0 0 83 67 1961 7 28
07/29/1961 00:00:00 0 0 0 88 63 1961 7 29
07/30/1961 00:00:00 0.6 0 0 91 68 1961 7 30
07/31/1961 00:00:00 0.33 0 0 83 70 1961 7 31
08/01/1961 00:00:00 0.43 0 0 77 71 1961 8 1
08/02/1961 00:00:00 t 0 0 84 63 1961 8 2
08/03/1961 00:00:00 0 0 0 85 58 1961 8 3
08/04/1961 00:00:00 0.02 0 0 85 66 1961 8 4
08/05/1961 00:00:00 0.18 0 0 78 63 1961 8 5
08/06/1961 00:00:00 0 0 0 75 60 1961 8 6
08/07/1961 00:00:00 0 0 0 80 59 1961 8 7
08/08/1961 00:00:00 0 0 0 86 66 1961 8 8
08/09/1961 00:00:00 0 0 0 86 70 1961 8 9
08/10/1961 00:00:00 0.31 0 0 81 69 1961 8 10
08/11/1961 00:00:00 0 0 0 82 63 1961 8 11
08/12/1961 00:00:00 0 0 0 79 54 1961 8 12
08/13/1961 00:00:00 0 0 0 81 48 1961 8 13
08/14/1961 00:00:00 0 0 0 84 59 1961 8 14
08/15/1961 00:00:00 0 0 0 84 60 1961 8 15
08/16/1961 00:00:00 0 0 0 81 63 1961 8 16
08/17/1961 00:00:00 0 0 0 82 56 1961 8 17
08/18/1961 00:00:00 0 0 0 87 56 1961 8 18
08/19/1961 00:00:00 t 0 0 80 55 1961 8 19
08/20/1961 00:00:00 0 0 0 74 51 1961 8 20
08/21/1961 00:00:00 0 0 0 75 48 1961 8 21
08/22/1961 00:00:00 0.02 0 0 74 49 1961 8 22
08/23/1961 00:00:00 0.13 0 0 68 57 1961 8 23
08/24/1961 00:00:00 0 0 0 73 54 1961 8 24
08/25/1961 00:00:00 0 0 0 80 52 1961 8 25
08/26/1961 00:00:00 t 0 0 84 65 1961 8 26
08/27/1961 00:00:00 0 0 0 93 68 1961 8 27
08/28/1961 00:00:00 t 0 0 91 66 1961 8 28
08/29/1961 00:00:00 0 0 0 88 63 1961 8 29
08/30/1961 00:00:00 0 0 0 91 64 1961 8 30
08/31/1961 00:00:00 0.25 0 0 92 62 1961 8 31
09/01/1961 00:00:00 0.14 0 0 88 68 1961 9 1
06/01/1962 00:00:00 0 0 0 71 49 1962 6 1
06/02/1962 00:00:00 0 0 0 58 48 1962 6 2
06/03/1962 00:00:00 t 0 0 65 48 1962 6 3
06/04/1962 00:00:00 0.05 0 0 80 60 1962 6 4
06/05/1962 00:00:00 0.33 0 0 83 56 1962 6 5
06/06/1962 00:00:00 t 0 0 68 56 1962 6 6
06/07/1962 00:00:00 0 0 0 77 53 1962 6 7
06/08/1962 00:00:00 0.58 0 0 85 53 1962 6 8
06/09/1962 00:00:00 0.22 0 0 82 67 1962 6 9
06/10/1962 00:00:00 0.46 0 0 81 66 1962 6 10
06/11/1962 00:00:00 0.34 0 0 78 53 1962 6 11
06/12/1962 00:00:00 0 0 0 69 46 1962 6 12
06/13/1962 00:00:00 0 0 0 72 44 1962 6 13
06/14/1962 00:00:00 0 0 0 77 47 1962 6 14
06/15/1962 00:00:00 0 0 0 82 50 1962 6 15
06/16/1962 00:00:00 0 0 0 85 59 1962 6 16
06/17/1962 00:00:00 0 0 0 90 65 1962 6 17
06/18/1962 00:00:00 0 0 0 90 64 1962 6 18
06/19/1962 00:00:00 0 0 0 67 52 1962 6 19
06/20/1962 00:00:00 t 0 0 78 51 1962 6 20
06/21/1962 00:00:00 t 0 0 83 53 1962 6 21
06/22/1962 00:00:00 0.03 0 0 86 58 1962 6 22
06/23/1962 00:00:00 0.12 0 0 85 62 1962 6 23
06/24/1962 00:00:00 0 0 0 83 58 1962 6 24
06/25/1962 00:00:00 0 0 0 87 58 1962 6 25
06/26/1962 00:00:00 0 0 0 78 58 1962 6 26
06/27/1962 00:00:00 0 0 0 84 58 1962 6 27
06/28/1962 00:00:00 0 0 0 90 57 1962 6 28
06/29/1962 00:00:00 0 0 0 91 67 1962 6 29
06/30/1962 00:00:00 t 0 0 88 64 1962 6 30
07/01/1962 00:00:00 0.05 0 0 85 58 1962 7 1
07/02/1962 00:00:00 2.84 0 0 72 64 1962 7 2
07/03/1962 00:00:00 0.02 0 0 73 64 1962 7 3
07/04/1962 00:00:00 0 0 0 75 58 1962 7 4
07/05/1962 00:00:00 0 0 0 81 66 1962 7 5
07/06/1962 00:00:00 0 0 0 85 65 1962 7 6
07/07/1962 00:00:00 0 0 0 90 61 1962 7 7
07/08/1962 00:00:00 0 0 0 85 64 1962 7 8
07/09/1962 00:00:00 0 0 0 79 55 1962 7 9
07/10/1962 00:00:00 0 0 0 84 51 1962 7 10
07/11/1962 00:00:00 0.17 0 0 89 67 1962 7 11
07/12/1962 00:00:00 0 0 0 87 64 1962 7 12
07/13/1962 00:00:00 0.13 0 0 80 59 1962 7 13
07/14/1962 00:00:00 0.18 0 0 69 62 1962 7 14
07/15/1962 00:00:00 0.4 0 0 67 60 1962 7 15
07/16/1962 00:00:00 0.02 0 0 72 60 1962 7 16
07/17/1962 00:00:00 0 0 0 78 57 1962 7 17
07/18/1962 00:00:00 0 0 0 81 57 1962 7 18
07/19/1962 00:00:00 0 0 0 83 53 1962 7 19
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06/04/1971 00:00:00 0 0 0 90 60 1971 6 4
06/05/1971 00:00:00 0 0 0 92 68 1971 6 5
06/06/1971 00:00:00 0.09 0 0 92 68 1971 6 6
06/07/1971 00:00:00 0 0 0 86 63 1971 6 7
06/08/1971 00:00:00 0 0 0 67 49 1971 6 8
06/09/1971 00:00:00 0 0 0 72 48 1971 6 9
06/10/1971 00:00:00 0 0 0 79 53 1971 6 10
06/11/1971 00:00:00 0.18 0 0 86 65 1971 6 11
06/12/1971 00:00:00 0 0 0 89 67 1971 6 12
06/13/1971 00:00:00 0.02 0 0 89 62 1971 6 13
06/14/1971 00:00:00 0 0 0 76 59 1971 6 14
06/15/1971 00:00:00 0 0 0 81 58 1971 6 15
06/16/1971 00:00:00 0 0 0 86 56 1971 6 16
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06/18/1971 00:00:00 0.37 0 0 90 66 1971 6 18
06/19/1971 00:00:00 t 0 0 87 69 1971 6 19
06/20/1971 00:00:00 t 0 0 91 64 1971 6 20
06/21/1971 00:00:00 0 0 0 76 58 1971 6 21
06/22/1971 00:00:00 0.37 0 0 84 57 1971 6 22
06/23/1971 00:00:00 0.49 0 0 85 68 1971 6 23
06/24/1971 00:00:00 0.15 0 0 91 65 1971 6 24
06/25/1971 00:00:00 0.04 0 0 81 62 1971 6 25
06/26/1971 00:00:00 0 0 0 82 61 1971 6 26
06/27/1971 00:00:00 0 0 0 96 69 1971 6 27
06/28/1971 00:00:00 0 0 0 97 75 1971 6 28
06/29/1971 00:00:00 0 0 0 95 73 1971 6 29
06/30/1971 00:00:00 0.39 0 0 93 72 1971 6 30
07/01/1971 00:00:00 0 0 0 82 65 1971 7 1
07/02/1971 00:00:00 0 0 0 79 62 1971 7 2
07/03/1971 00:00:00 0 0 0 87 57 1971 7 3
07/04/1971 00:00:00 1.12 0 0 90 66 1971 7 4
07/05/1971 00:00:00 0.48 0 0 84 68 1971 7 5
07/06/1971 00:00:00 0 0 0 88 68 1971 7 6
07/07/1971 00:00:00 0 0 0 87 66 1971 7 7
07/08/1971 00:00:00 1.26 0 0 88 71 1971 7 8
07/09/1971 00:00:00 t 0 0 79 68 1971 7 9
07/10/1971 00:00:00 0.09 0 0 82 67 1971 7 10
07/11/1971 00:00:00 0 0 0 78 61 1971 7 11
07/12/1971 00:00:00 t 0 0 84 60 1971 7 12
07/13/1971 00:00:00 t 0 0 86 64 1971 7 13
07/14/1971 00:00:00 0 0 0 82 58 1971 7 14
07/15/1971 00:00:00 0 0 0 83 64 1971 7 15
07/16/1971 00:00:00 0.21 0 0 87 61 1971 7 16
07/17/1971 00:00:00 0 0 0 76 59 1971 7 17
07/18/1971 00:00:00 0.02 0 0 81 55 1971 7 18
07/19/1971 00:00:00 0.02 0 0 73 55 1971 7 19
07/20/1971 00:00:00 0 0 0 82 54 1971 7 20
07/21/1971 00:00:00 0 0 0 84 64 1971 7 21
07/22/1971 00:00:00 0.01 0 0 88 70 1971 7 22
07/23/1971 00:00:00 0.3 0 0 80 67 1971 7 23
07/24/1971 00:00:00 0 0 0 80 62 1971 7 24
07/25/1971 00:00:00 0.06 0 0 85 64 1971 7 25
07/26/1971 00:00:00 0 0 0 75 59 1971 7 26
07/27/1971 00:00:00 0 0 0 79 54 1971 7 27
07/28/1971 00:00:00 t 0 0 78 56 1971 7 28
07/29/1971 00:00:00 t 0 0 74 52 1971 7 29
07/30/1971 00:00:00 0 0 0 72 53 1971 7 30
07/31/1971 00:00:00 0 0 0 77 49 1971 7 31
08/01/1971 00:00:00 0 0 0 85 62 1971 8 1
08/02/1971 00:00:00 0.04 0 0 82 62 1971 8 2
08/03/1971 00:00:00 0.28 0 0 73 62 1971 8 3
08/04/1971 00:00:00 0 0 0 71 57 1971 8 4
08/05/1971 00:00:00 0 0 0 76 57 1971 8 5
08/06/1971 00:00:00 0 0 0 81 55 1971 8 6
08/07/1971 00:00:00 0 0 0 83 59 1971 8 7
08/08/1971 00:00:00 0 0 0 89 62 1971 8 8
08/09/1971 00:00:00 0 0 0 93 73 1971 8 9
08/10/1971 00:00:00 0.76 0 0 93 66 1971 8 10
08/11/1971 00:00:00 0 0 0 78 58 1971 8 11
08/12/1971 00:00:00 0 0 0 83 58 1971 8 12
08/13/1971 00:00:00 0 0 0 91 65 1971 8 13
08/14/1971 00:00:00 0.35 0 0 79 63 1971 8 14
08/15/1971 00:00:00 0 0 0 75 60 1971 8 15
08/16/1971 00:00:00 0 0 0 81 56 1971 8 16
08/17/1971 00:00:00 0 0 0 82 53 1971 8 17
08/18/1971 00:00:00 0 0 0 86 59 1971 8 18
08/19/1971 00:00:00 t 0 0 89 66 1971 8 19
08/20/1971 00:00:00 0 0 0 94 69 1971 8 20
08/21/1971 00:00:00 0 0 0 91 68 1971 8 21
08/22/1971 00:00:00 0.21 0 0 93 68 1971 8 22
08/23/1971 00:00:00 0 0 0 76 63 1971 8 23
08/24/1971 00:00:00 2.3 0 0 90 59 1971 8 24
08/25/1971 00:00:00 0 0 0 83 61 1971 8 25
08/26/1971 00:00:00 0.03 0 0 68 58 1971 8 26
08/27/1971 00:00:00 0 0 0 74 58 1971 8 27
08/28/1971 00:00:00 0 0 0 81 55 1971 8 28
08/29/1971 00:00:00 0 0 0 84 53 1971 8 29
08/30/1971 00:00:00 0 0 0 86 61 1971 8 30
08/31/1971 00:00:00 0 0 0 81 65 1971 8 31
09/01/1971 00:00:00 0 0 0 86 67 1971 9 1
06/01/1972 00:00:00 0 0 0 80 49 1972 6 1
06/02/1972 00:00:00 t 0 0 87 62 1972 6 2
06/03/1972 00:00:00 t 0 0 92 64 1972 6 3
06/04/1972 00:00:00 0 0 0 79 59 1972 6 4
06/05/1972 00:00:00 0.01 0 0 75 57 1972 6 5
06/06/1972 00:00:00 0.01 0 0 76 59 1972 6 6
06/07/1972 00:00:00 0 0 0 80 50 1972 6 7
06/08/1972 00:00:00 0 0 0 79 58 1972 6 8
06/09/1972 00:00:00 0.04 0 0 69 46 1972 6 9
06/10/1972 00:00:00 0 0 0 57 40 1972 6 10
06/11/1972 00:00:00 0 0 0 74 36 1972 6 11
06/12/1972 00:00:00 0.35 0 0 79 59 1972 6 12
06/13/1972 00:00:00 0.19 0 0 86 65 1972 6 13
06/14/1972 00:00:00 1.96 0 0 87 61 1972 6 14
06/15/1972 00:00:00 0.01 0 0 78 57 1972 6 15
06/16/1972 00:00:00 0 0 0 60 49 1972 6 16
06/17/1972 00:00:00 0 0 0 66 46 1972 6 17
06/18/1972 00:00:00 0 0 0 74 48 1972 6 18
06/19/1972 00:00:00 0.07 0 0 87 58 1972 6 19
06/20/1972 00:00:00 0.29 0 0 80 51 1972 6 20
06/21/1972 00:00:00 t 0 0 68 50 1972 6 21
06/22/1972 00:00:00 0 0 0 67 49 1972 6 22
06/23/1972 00:00:00 0 0 0 70 44 1972 6 23
06/24/1972 00:00:00 0 0 0 70 53 1972 6 24
06/25/1972 00:00:00 0 0 0 75 55 1972 6 25
06/26/1972 00:00:00 0 0 0 82 60 1972 6 26
06/27/1972 00:00:00 0 0 0 86 62 1972 6 27
06/28/1972 00:00:00 0.62 0 0 76 63 1972 6 28
06/29/1972 00:00:00 t 0 0 77 63 1972 6 29
06/30/1972 00:00:00 0 0 0 89 61 1972 6 30
07/01/1972 00:00:00 t 0 0 87 61 1972 7 1
07/02/1972 00:00:00 0.6 0 0 78 62 1972 7 2
07/03/1972 00:00:00 0.05 0 0 73 53 1972 7 3
07/04/1972 00:00:00 0 0 0 66 49 1972 7 4
07/05/1972 00:00:00 0 0 0 73 44 1972 7 5
07/06/1972 00:00:00 0 0 0 78 52 1972 7 6
07/07/1972 00:00:00 0.16 0 0 80 58 1972 7 7
07/08/1972 00:00:00 0.03 0 0 81 54 1972 7 8
07/09/1972 00:00:00 0.01 0 0 82 66 1972 7 9
07/10/1972 00:00:00 0 0 0 90 61 1972 7 10
07/11/1972 00:00:00 0 0 0 91 75 1972 7 11
07/12/1972 00:00:00 0.68 0 0 90 75 1972 7 12
07/13/1972 00:00:00 0.16 0 0 84 71 1972 7 13
07/14/1972 00:00:00 0.87 0 0 89 68 1972 7 14
07/15/1972 00:00:00 0.84 0 0 81 68 1972 7 15
07/16/1972 00:00:00 0 0 0 85 64 1972 7 16
07/17/1972 00:00:00 0.99 0 0 85 66 1972 7 17
07/18/1972 00:00:00 0.19 0 0 82 72 1972 7 18
07/19/1972 00:00:00 t 0 0 86 73 1972 7 19
07/20/1972 00:00:00 0 0 0 91 77 1972 7 20
07/21/1972 00:00:00 t 0 0 93 79 1972 7 21
07/22/1972 00:00:00 0 0 0 93 79 1972 7 22
07/23/1972 00:00:00 t 0 0 88 77 1972 7 23
07/24/1972 00:00:00 t 0 0 87 72 1972 7 24
07/25/1972 00:00:00 0 0 0 76 64 1972 7 25
07/26/1972 00:00:00 0.38 0 0 70 63 1972 7 26
07/27/1972 00:00:00 0.01 0 0 71 62 1972 7 27
07/28/1972 00:00:00 0 0 0 77 57 1972 7 28
07/29/1972 00:00:00 0 0 0 80 63 1972 7 29
07/30/1972 00:00:00 0 0 0 84 58 1972 7 30
07/31/1972 00:00:00 t 0 0 85 62 1972 7 31
08/01/1972 00:00:00 0.58 0 0 79 68 1972 8 1
08/02/1972 00:00:00 0.9 0 0 83 70 1972 8 2
08/03/1972 00:00:00 t 0 0 71 56 1972 8 3
08/04/1972 00:00:00 0 0 0 73 53 1972 8 4
08/05/1972 00:00:00 0.25 0 0 80 51 1972 8 5
08/06/1972 00:00:00 0.73 0 0 80 66 1972 8 6
08/07/1972 00:00:00 t 0 0 68 58 1972 8 7
08/08/1972 00:00:00 0.23 0 0 74 54 1972 8 8
08/09/1972 00:00:00 0 0 0 73 51 1972 8 9
08/10/1972 00:00:00 0 0 0 76 52 1972 8 10
08/11/1972 00:00:00 0.57 0 0 77 64 1972 8 11
08/12/1972 00:00:00 t 0 0 84 67 1972 8 12
08/13/1972 00:00:00 0 0 0 89 68 1972 8 13
08/14/1972 00:00:00 0.06 0 0 92 69 1972 8 14
08/15/1972 00:00:00 t 0 0 78 67 1972 8 15
08/16/1972 00:00:00 0 0 0 87 65 1972 8 16
08/17/1972 00:00:00 0 0 0 92 77 1972 8 17
08/18/1972 00:00:00 0 0 0 93 76 1972 8 18
08/19/1972 00:00:00 0.03 0 0 85 72 1972 8 19
08/20/1972 00:00:00 0 0 0 88 70 1972 8 20
08/21/1972 00:00:00 0 0 0 90 74 1972 8 21
08/22/1972 00:00:00 0.09 0 0 90 72 1972 8 22
08/23/1972 00:00:00 1.01 0 0 75 71 1972 8 23
08/24/1972 00:00:00 0 0 0 77 65 1972 8 24
08/25/1972 00:00:00 2.49 0 0 84 67 1972 8 25
08/26/1972 00:00:00 0.03 0 0 77 69 1972 8 26
08/27/1972 00:00:00 0 0 0 79 68 1972 8 27
08/28/1972 00:00:00 0 0 0 86 65 1972 8 28
08/29/1972 00:00:00 0 0 0 89 67 1972 8 29
08/30/1972 00:00:00 0 0 0 88 68 1972 8 30
08/31/1972 00:00:00 0 0 0 86 69 1972 8 31
09/01/1972 00:00:00 t 0 0 77 62 1972 9 1
06/01/1973 00:00:00 0 0 0 80 57 1973 6 1
06/02/1973 00:00:00 0.2 0 0 80 61 1973 6 2
06/03/1973 00:00:00 0.02 0 0 81 65 1973 6 3
06/04/1973 00:00:00 0.1 0 0 79 65 1973 6 4
06/05/1973 00:00:00 0.18 0 0 78 63 1973 6 5
06/06/1973 00:00:00 0 0 0 78 60 1973 6 6
06/07/1973 00:00:00 0 0 0 81 61 1973 6 7
06/08/1973 00:00:00 0 0 0 86 65 1973 6 8
06/09/1973 00:00:00 0 0 0 84 64 1973 6 9
06/10/1973 00:00:00 0 0 0 90 64 1973 6 10
06/11/1973 00:00:00 0 0 0 91 71 1973 6 11
06/12/1973 00:00:00 0 0 0 84 64 1973 6 12
06/13/1973 00:00:00 0 0 0 79 58 1973 6 13
06/14/1973 00:00:00 0 0 0 83 55 1973 6 14
06/15/1973 00:00:00 0.03 0 0 85 65 1973 6 15
06/16/1973 00:00:00 1.58 0 0 86 68 1973 6 16
06/17/1973 00:00:00 0.01 0 0 79 64 1973 6 17
06/18/1973 00:00:00 t 0 0 83 61 1973 6 18
06/19/1973 00:00:00 0.17 0 0 80 65 1973 6 19
06/20/1973 00:00:00 t 0 0 78 59 1973 6 20
06/21/1973 00:00:00 0 0 0 80 61 1973 6 21
06/22/1973 00:00:00 0 0 0 76 58 1973 6 22
06/23/1973 00:00:00 0.25 0 0 76 59 1973 6 23
06/24/1973 00:00:00 0 0 0 75 54 1973 6 24
06/25/1973 00:00:00 t 0 0 84 50 1973 6 25
06/26/1973 00:00:00 t 0 0 82 69 1973 6 26
06/27/1973 00:00:00 0.33 0 0 81 60 1973 6 27
06/28/1973 00:00:00 0 0 0 70 59 1973 6 28
06/29/1973 00:00:00 0 0 0 76 59 1973 6 29
06/30/1973 00:00:00 0 0 0 78 56 1973 6 30
07/01/1973 00:00:00 0 0 0 86 60 1973 7 1
07/02/1973 00:00:00 0 0 0 89 74 1973 7 2
07/03/1973 00:00:00 0.25 0 0 83 65 1973 7 3
07/04/1973 00:00:00 0.92 0 0 82 65 1973 7 4
07/05/1973 00:00:00 0 0 0 81 60 1973 7 5
07/06/1973 00:00:00 0 0 0 87 62 1973 7 6
07/07/1973 00:00:00 0 0 0 89 67 1973 7 7
07/08/1973 00:00:00 0 0 0 92 71 1973 7 8
07/09/1973 00:00:00 0.13 0 0 92 72 1973 7 9
07/10/1973 00:00:00 0 0 0 89 67 1973 7 10
07/11/1973 00:00:00 0 0 0 76 58 1973 7 11
07/12/1973 00:00:00 0 0 0 90 58 1973 7 12
07/13/1973 00:00:00 0.66 0 0 95 72 1973 7 13
07/14/1973 00:00:00 0.04 0 0 76 62 1973 7 14
07/15/1973 00:00:00 0 0 0 75 60 1973 7 15
07/16/1973 00:00:00 0 0 0 79 55 1973 7 16
07/17/1973 00:00:00 0 0 0 86 58 1973 7 17
07/18/1973 00:00:00 0 0 0 87 63 1973 7 18
07/19/1973 00:00:00 0 0 0 88 70 1973 7 19
07/20/1973 00:00:00 1.63 0 0 78 69 1973 7 20
07/21/1973 00:00:00 t 0 0 78 71 1973 7 21
07/22/1973 00:00:00 t 0 0 79 72 1973 7 22
07/23/1973 00:00:00 t 0 0 82 73 1973 7 23
07/24/1973 00:00:00 0.55 0 0 86 72 1973 7 24
07/25/1973 00:00:00 0.05 0 0 89 72 1973 7 25
07/26/1973 00:00:00 0.34 0 0 83 70 1973 7 26
07/27/1973 00:00:00 0.2 0 0 85 68 1973 7 27
07/28/1973 00:00:00 t 0 0 70 62 1973 7 28
07/29/1973 00:00:00 0 0 0 80 60 1973 7 29
07/30/1973 00:00:00 0.5 0 0 81 69 1973 7 30
07/31/1973 00:00:00 0 0 0 77 65 1973 7 31
08/01/1973 00:00:00 0 0 0 70 60 1973 8 1
08/02/1973 00:00:00 0 0 0 77 59 1973 8 2
08/03/1973 00:00:00 0 0 0 80 57 1973 8 3
08/04/1973 00:00:00 0 0 0 82 58 1973 8 4
08/05/1973 00:00:00 0 0 0 87 67 1973 8 5
08/06/1973 00:00:00 0 0 0 86 69 1973 8 6
08/07/1973 00:00:00 0 0 0 88 68 1973 8 7
08/08/1973 00:00:00 t 0 0 89 75 1973 8 8
08/09/1973 00:00:00 0.3 0 0 85 70 1973 8 9
08/10/1973 00:00:00 0 0 0 83 67 1973 8 10
08/11/1973 00:00:00 t 0 0 85 67 1973 8 11
08/12/1973 00:00:00 0 0 0 82 63 1973 8 12
08/13/1973 00:00:00 0 0 0 82 60 1973 8 13
08/14/1973 00:00:00 0.02 0 0 79 64 1973 8 14
08/15/1973 00:00:00 0 0 0 81 60 1973 8 15
08/16/1973 00:00:00 0 0 0 82 61 1973 8 16
08/17/1973 00:00:00 0 0 0 84 65 1973 8 17
08/18/1973 00:00:00 t 0 0 87 67 1973 8 18
08/19/1973 00:00:00 t 0 0 84 69 1973 8 19
08/20/1973 00:00:00 0 0 0 82 60 1973 8 20
08/21/1973 00:00:00 0 0 0 75 59 1973 8 21
08/22/1973 00:00:00 0 0 0 76 60 1973 8 22
08/23/1973 00:00:00 0.22 0 0 67 63 1973 8 23
08/24/1973 00:00:00 0.12 0 0 74 64 1973 8 24
08/25/1973 00:00:00 0 0 0 88 68 1973 8 25
08/26/1973 00:00:00 0 0 0 93 75 1973 8 26
08/27/1973 00:00:00 t 0 0 95 75 1973 8 27
08/28/1973 00:00:00 0 0 0 92 75 1973 8 28
08/29/1973 00:00:00 0 0 0 92 73 1973 8 29
08/30/1973 00:00:00 0.01 0 0 83 71 1973 8 30
08/31/1973 00:00:00 0 0 0 89 73 1973 8 31
09/01/1973 00:00:00 0 0 0 91 73 1973 9 1
06/01/1974 00:00:00 0 0 0 73 50 1974 6 1
06/02/1974 00:00:00 0 0 0 74 51 1974 6 2
06/03/1974 00:00:00 0 0 0 80 51 1974 6 3
06/04/1974 00:00:00 0 0 0 84 63 1974 6 4
06/05/1974 00:00:00 0.56 0 0 73 66 1974 6 5
06/06/1974 00:00:00 0.59 0 0 77 65 1974 6 6
06/07/1974 00:00:00 0.04 0 0 76 64 1974 6 7
06/08/1974 00:00:00 0.87 0 0 75 61 1974 6 8
06/09/1974 00:00:00 0.77 0 0 81 64 1974 6 9
06/10/1974 00:00:00 0.09 0 0 66 52 1974 6 10
06/11/1974 00:00:00 t 0 0 69 52 1974 6 11
06/12/1974 00:00:00 0 0 0 74 49 1974 6 12
06/13/1974 00:00:00 t 0 0 74 54 1974 6 13
06/14/1974 00:00:00 0.15 0 0 79 58 1974 6 14
06/15/1974 00:00:00 0.01 0 0 72 54 1974 6 15
06/16/1974 00:00:00 0 0 0 61 53 1974 6 16
06/17/1974 00:00:00 0.02 0 0 65 50 1974 6 17
06/18/1974 00:00:00 0 0 0 81 51 1974 6 18
06/19/1974 00:00:00 0 0 0 82 66 1974 6 19
06/20/1974 00:00:00 0.41 0 0 90 60 1974 6 20
06/21/1974 00:00:00 0.35 0 0 82 64 1974 6 21
06/22/1974 00:00:00 0.83 0 0 65 52 1974 6 22
06/23/1974 00:00:00 0 0 0 63 51 1974 6 23
06/24/1974 00:00:00 0 0 0 67 51 1974 6 24
06/25/1974 00:00:00 0 0 0 70 49 1974 6 25
06/26/1974 00:00:00 0 0 0 75 50 1974 6 26
06/27/1974 00:00:00 0 0 0 78 51 1974 6 27
06/28/1974 00:00:00 0 0 0 79 53 1974 6 28
06/29/1974 00:00:00 0 0 0 85 56 1974 6 29
06/30/1974 00:00:00 0 0 0 82 62 1974 6 30
07/01/1974 00:00:00 0.1 0 0 89 57 1974 7 1
07/02/1974 00:00:00 0.05 0 0 93 67 1974 7 2
07/03/1974 00:00:00 0 0 0 94 74 1974 7 3
07/04/1974 00:00:00 0.24 0 0 80 63 1974 7 4
07/05/1974 00:00:00 0 0 0 77 56 1974 7 5
07/06/1974 00:00:00 0 0 0 82 53 1974 7 6
07/07/1974 00:00:00 0 0 0 91 62 1974 7 7
07/08/1974 00:00:00 0 0 0 93 67 1974 7 8
07/09/1974 00:00:00 0.24 0 0 97 68 1974 7 9
07/10/1974 00:00:00 0.5 0 0 81 67 1974 7 10
07/11/1974 00:00:00 0 0 0 76 63 1974 7 11
07/12/1974 00:00:00 0 0 0 86 62 1974 7 12
07/13/1974 00:00:00 0 0 0 95 69 1974 7 13
07/14/1974 00:00:00 0.16 0 0 95 74 1974 7 14
07/15/1974 00:00:00 0 0 0 83 62 1974 7 15
07/16/1974 00:00:00 0 0 0 81 61 1974 7 16
07/17/1974 00:00:00 0 0 0 89 64 1974 7 17
07/18/1974 00:00:00 0.02 0 0 82 74 1974 7 18
07/19/1974 00:00:00 0 0 0 93 70 1974 7 19
07/20/1974 00:00:00 0 0 0 78 60 1974 7 20
07/21/1974 00:00:00 t 0 0 81 59 1974 7 21
07/22/1974 00:00:00 1.58 0 0 71 61 1974 7 22
07/23/1974 00:00:00 0 0 0 74 59 1974 7 23
07/24/1974 00:00:00 0 0 0 80 58 1974 7 24
07/25/1974 00:00:00 t 0 0 79 64 1974 7 25
07/26/1974 00:00:00 0 0 0 86 62 1974 7 26
07/27/1974 00:00:00 0 0 0 84 64 1974 7 27
07/28/1974 00:00:00 0.07 0 0 88 62 1974 7 28
07/29/1974 00:00:00 0 0 0 77 59 1974 7 29
07/30/1974 00:00:00 0 0 0 77 58 1974 7 30
07/31/1974 00:00:00 0 0 0 79 55 1974 7 31
08/01/1974 00:00:00 0.41 0 0 67 62 1974 8 1
08/02/1974 00:00:00 0.95 0 0 74 61 1974 8 2
08/03/1974 00:00:00 0 0 0 72 58 1974 8 3
08/04/1974 00:00:00 0.01 0 0 70 59 1974 8 4
08/05/1974 00:00:00 0 0 0 79 51 1974 8 5
08/06/1974 00:00:00 0 0 0 79 58 1974 8 6
08/07/1974 00:00:00 0.04 0 0 80 62 1974 8 7
08/08/1974 00:00:00 t 0 0 81 63 1974 8 8
08/09/1974 00:00:00 0 0 0 81 67 1974 8 9
08/10/1974 00:00:00 0.14 0 0 75 72 1974 8 10
08/11/1974 00:00:00 0.29 0 0 85 63 1974 8 11
08/12/1974 00:00:00 0 0 0 84 59 1974 8 12
08/13/1974 00:00:00 0 0 0 78 64 1974 8 13
08/14/1974 00:00:00 0 0 0 78 64 1974 8 14
08/15/1974 00:00:00 0 0 0 86 62 1974 8 15
08/16/1974 00:00:00 0.42 0 0 85 63 1974 8 16
08/17/1974 00:00:00 0 0 0 79 62 1974 8 17
08/18/1974 00:00:00 0 0 0 83 57 1974 8 18
08/19/1974 00:00:00 t 0 0 87 61 1974 8 19
08/20/1974 00:00:00 0 0 0 85 66 1974 8 20
08/21/1974 00:00:00 0 0 0 86 69 1974 8 21
08/22/1974 00:00:00 0.04 0 0 81 68 1974 8 22
08/23/1974 00:00:00 0 0 0 77 59 1974 8 23
08/24/1974 00:00:00 0 0 0 76 55 1974 8 24
08/25/1974 00:00:00 0 0 0 79 51 1974 8 25
08/26/1974 00:00:00 0 0 0 89 68 1974 8 26
08/27/1974 00:00:00 0.27 0 0 77 58 1974 8 27
08/28/1974 00:00:00 0 0 0 74 56 1974 8 28
08/29/1974 00:00:00 t 0 0 78 53 1974 8 29
08/30/1974 00:00:00 0.02 0 0 80 53 1974 8 30
08/31/1974 00:00:00 0.01 0 0 73 55 1974 8 31
09/01/1974 00:00:00 t 0 0 70 52 1974 9 1
06/01/1975 00:00:00 0.03 0 0 70 49 1975 6 1
06/02/1975 00:00:00 1.22 0 0 69 48 1975 6 2
06/03/1975 00:00:00 0.01 0 0 77 54 1975 6 3
06/04/1975 00:00:00 0.4 0 0 82 60 1975 6 4
06/05/1975 00:00:00 t 0 0 80 62 1975 6 5
06/06/1975 00:00:00 0 0 0 75 56 1975 6 6
06/07/1975 00:00:00 0 0 0 66 51 1975 6 7
06/08/1975 00:00:00 0 0 0 67 47 1975 6 8
06/09/1975 00:00:00 0 0 0 72 49 1975 6 9
06/10/1975 00:00:00 0 0 0 77 58 1975 6 10
06/11/1975 00:00:00 0.02 0 0 81 63 1975 6 11
06/12/1975 00:00:00 0.15 0 0 77 60 1975 6 12
06/13/1975 00:00:00 0.44 0 0 85 56 1975 6 13
06/14/1975 00:00:00 0.7 0 0 79 59 1975 6 14
06/15/1975 00:00:00 0.25 0 0 69 58 1975 6 15
06/16/1975 00:00:00 t 0 0 77 56 1975 6 16
06/17/1975 00:00:00 0.64 0 0 78 69 1975 6 17
06/18/1975 00:00:00 0.13 0 0 85 68 1975 6 18
06/19/1975 00:00:00 0 0 0 89 64 1975 6 19
06/20/1975 00:00:00 t 0 0 89 65 1975 6 20
06/21/1975 00:00:00 0 0 0 90 66 1975 6 21
06/22/1975 00:00:00 0.39 0 0 90 70 1975 6 22
06/23/1975 00:00:00 0.02 0 0 84 70 1975 6 23
06/24/1975 00:00:00 0.13 0 0 82 70 1975 6 24
06/25/1975 00:00:00 0.01 0 0 81 67 1975 6 25
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08/02/1975 00:00:00 0.72 0 0 78 73 1975 8 2
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08/22/1975 00:00:00 0.55 0 0 82 73 1975 8 22
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08/30/1975 00:00:00 3.48 0 0 75 66 1975 8 30
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06/01/1976 00:00:00 t 0 0 67 52 1976 6 1
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07/23/1976 00:00:00 0.03 0 0 92 74 1976 7 23
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07/24/1977 00:00:00 0.27 0 0 84 68 1977 7 24
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07/31/1977 00:00:00 0.04 0 0 88 64 1977 7 31
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06/16/1978 00:00:00 0.49 0 0 80 61 1978 6 16
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06/20/1978 00:00:00 0.32 0 0 81 60 1978 6 20
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06/25/1978 00:00:00 0.92 0 0 75 68 1978 6 25
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07/20/1978 00:00:00 1.7 0 0 90 70 1978 7 20
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08/24/1978 00:00:00 0.38 0 0 87 68 1978 8 24
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08/31/1978 00:00:00 0 0 0 82 58 1978 8 31
09/01/1978 00:00:00 0 0 0 83 58 1978 9 1
06/01/1979 00:00:00 0 0 0 77 53 1979 6 1
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06/07/1979 00:00:00 0.64 0 0 80 69 1979 6 7
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07/01/1979 00:00:00 0 0 0 84 51 1979 7 1
07/02/1979 00:00:00 0 0 0 82 50 1979 7 2
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07/14/1979 00:00:00 0.1 0 0 85 70 1979 7 14
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07/16/1979 00:00:00 0 0 0 74 55 1979 7 16
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07/19/1979 00:00:00 0 0 0 84 55 1979 7 19
07/20/1979 00:00:00 0 0 0 82 54 1979 7 20
07/21/1979 00:00:00 0 0 0 86 53 1979 7 21
07/22/1979 00:00:00 0.22 0 0 88 67 1979 7 22
07/23/1979 00:00:00 0 0 0 94 67 1979 7 23
07/24/1979 00:00:00 0.36 0 0 90 71 1979 7 24
07/25/1979 00:00:00 0.02 0 0 80 68 1979 7 25
07/26/1979 00:00:00 0 0 0 80 61 1979 7 26
07/27/1979 00:00:00 t 0 0 89 56 1979 7 27
07/28/1979 00:00:00 0.29 0 0 80 59 1979 7 28
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07/30/1979 00:00:00 1.03 0 0 90 67 1979 7 30
07/31/1979 00:00:00 t 0 0 85 66 1979 7 31
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08/08/1979 00:00:00 0.51 0 0 88 70 1979 8 8
08/09/1979 00:00:00 0.27 0 0 91 68 1979 8 9
08/10/1979 00:00:00 1.49 0 0 84 63 1979 8 10
08/11/1979 00:00:00 0 0 0 71 54 1979 8 11
08/12/1979 00:00:00 t 0 0 75 50 1979 8 12
08/13/1979 00:00:00 0.08 0 0 73 64 1979 8 13
08/14/1979 00:00:00 t 0 0 70 53 1979 8 14
08/15/1979 00:00:00 0 0 0 69 48 1979 8 15
08/16/1979 00:00:00 t 0 0 72 45 1979 8 16
08/17/1979 00:00:00 1.22 0 0 76 61 1979 8 17
08/18/1979 00:00:00 0.13 0 0 78 68 1979 8 18
08/19/1979 00:00:00 t 0 0 82 68 1979 8 19
08/20/1979 00:00:00 0.49 0 0 81 67 1979 8 20
08/21/1979 00:00:00 0 0 0 82 68 1979 8 21
08/22/1979 00:00:00 0.17 0 0 86 69 1979 8 22
08/23/1979 00:00:00 0.01 0 0 82 65 1979 8 23
08/24/1979 00:00:00 0 0 0 74 56 1979 8 24
08/25/1979 00:00:00 0 0 0 80 52 1979 8 25
08/26/1979 00:00:00 0 0 0 80 58 1979 8 26
08/27/1979 00:00:00 0.16 0 0 80 60 1979 8 27
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08/29/1979 00:00:00 2.24 0 0 84 59 1979 8 29
08/30/1979 00:00:00 0 0 0 88 61 1979 8 30
08/31/1979 00:00:00 0 0 0 86 62 1979 8 31
09/01/1979 00:00:00 t 0 0 85 68 1979 9 1
06/01/1980 00:00:00 0.7 0 0 80 58 1980 6 1
06/02/1980 00:00:00 0.62 0 0 78 57 1980 6 2
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06/04/1980 00:00:00 0 0 0 72 50 1980 6 4
06/05/1980 00:00:00 0 0 0 81 57 1980 6 5
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06/09/1980 00:00:00 0.02 0 0 69 43 1980 6 9
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06/17/1980 00:00:00 0 0 0 74 42 1980 6 17
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06/19/1980 00:00:00 0.27 0 0 69 43 1980 6 19
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07/05/1980 00:00:00 0.22 0 0 94 58 1980 7 5
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07/08/1980 00:00:00 0 0 0 87 67 1980 7 8
07/09/1980 00:00:00 0.49 0 0 79 62 1980 7 9
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07/11/1980 00:00:00 0 0 0 95 72 1980 7 11
07/12/1980 00:00:00 0 0 0 94 68 1980 7 12
07/13/1980 00:00:00 0 0 0 90 66 1980 7 13
07/14/1980 00:00:00 t 0 0 97 71 1980 7 14
07/15/1980 00:00:00 0 0 0 98 82 1980 7 15
07/16/1980 00:00:00 0.45 0 0 91 69 1980 7 16
07/17/1980 00:00:00 0 0 0 90 68 1980 7 17
07/18/1980 00:00:00 0.01 0 0 90 69 1980 7 18
07/19/1980 00:00:00 0.11 0 0 87 73 1980 7 19
07/20/1980 00:00:00 1.39 0 0 101 69 1980 7 20
07/21/1980 00:00:00 0.38 0 0 82 69 1980 7 21
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07/30/1980 00:00:00 0.04 0 0 82 62 1980 7 30
07/31/1980 00:00:00 t 0 0 89 75 1980 7 31
08/01/1980 00:00:00 0 0 0 90 68 1980 8 1
08/02/1980 00:00:00 0.32 0 0 80 67 1980 8 2
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08/04/1980 00:00:00 0.67 0 0 93 65 1980 8 4
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08/09/1980 00:00:00 0.24 0 0 90 71 1980 8 9
08/10/1980 00:00:00 1 0 0 78 69 1980 8 10
08/11/1980 00:00:00 0.3 0 0 77 67 1980 8 11
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08/13/1980 00:00:00 0.46 0 0 75 63 1980 8 13
08/14/1980 00:00:00 0.04 0 0 78 68 1980 8 14
08/15/1980 00:00:00 0 0 0 74 66 1980 8 15
08/16/1980 00:00:00 1.96 0 0 66 58 1980 8 16
08/17/1980 00:00:00 0.8 0 0 74 57 1980 8 17
08/18/1980 00:00:00 t 0 0 87 60 1980 8 18
08/19/1980 00:00:00 0.76 0 0 91 69 1980 8 19
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08/21/1980 00:00:00 1.43 0 0 85 69 1980 8 21
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08/24/1980 00:00:00 0 0 0 86 59 1980 8 24
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08/31/1980 00:00:00 0.44 0 0 85 71 1980 8 31
09/01/1980 00:00:00 0.49 0 0 82 66 1980 9 1
06/01/1981 00:00:00 0 0 0 78 50 1981 6 1
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06/01/1982 00:00:00 0 0 0 68 52 1982 6 1
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06/15/1982 00:00:00 0.96 0 0 77 51 1982 6 15
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06/18/1982 00:00:00 0.24 0 0 64 52 1982 6 18
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06/20/1982 00:00:00 t 0 0 76 55 1982 6 20
06/21/1982 00:00:00 0.11 0 0 75 50 1982 6 21
06/22/1982 00:00:00 0 0 0 69 46 1982 6 22
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06/25/1982 00:00:00 t 0 0 83 50 1982 6 25
06/26/1982 00:00:00 t 0 0 69 52 1982 6 26
06/27/1982 00:00:00 0.01 0 0 83 54 1982 6 27
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06/30/1982 00:00:00 0 0 0 70 47 1982 6 30
07/01/1982 00:00:00 0 0 0 76 46 1982 7 1
07/02/1982 00:00:00 2.06 0 0 73 51 1982 7 2
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07/05/1982 00:00:00 0 0 0 95 60 1982 7 5
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07/24/1982 00:00:00 0 0 0 89 61 1982 7 24
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07/31/1982 00:00:00 0 0 0 85 63 1982 7 31
08/01/1982 00:00:00 0.02 0 0 85 64 1982 8 1
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09/01/1982 00:00:00 0.33 0 0 83 60 1982 9 1
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06/29/1983 00:00:00 0.17 0 0 78 63 1983 6 29
06/30/1983 00:00:00 0.1 0 0 85 65 1983 6 30
07/01/1983 00:00:00 0.62 0 0 83 64 1983 7 1
07/02/1983 00:00:00 1.43 0 0 86 66 1983 7 2
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07/17/1983 00:00:00 0.3 0 0 93 74 1983 7 17
07/18/1983 00:00:00 0.73 0 0 90 70 1983 7 18
07/19/1983 00:00:00 0.39 0 0 96 69 1983 7 19
07/20/1983 00:00:00 0.3 0 0 94 71 1983 7 20
07/21/1983 00:00:00 0 0 0 96 72 1983 7 21
07/22/1983 00:00:00 0 0 0 100 73 1983 7 22
07/23/1983 00:00:00 0.08 0 0 87 73 1983 7 23
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07/25/1983 00:00:00 0 0 0 80 64 1983 7 25
07/26/1983 00:00:00 0 0 0 86 66 1983 7 26
07/27/1983 00:00:00 0 0 0 92 67 1983 7 27
07/28/1983 00:00:00 0 0 0 100 78 1983 7 28
07/29/1983 00:00:00 0.26 0 0 96 72 1983 7 29
07/30/1983 00:00:00 0.01 0 0 85 68 1983 7 30
07/31/1983 00:00:00 0 0 0 93 66 1983 7 31
08/01/1983 00:00:00 0 0 0 86 64 1983 8 1
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08/06/1983 00:00:00 0 0 0 88 67 1983 8 6
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07/20/1984 00:00:00 1.68 0 0 88 62 1984 7 20
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07/31/1984 00:00:00 0 0 0 86 51 1984 7 31
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09/01/1984 00:00:00 0.08 0 0 96 57 1984 9 1
06/01/1985 00:00:00 0 0 0 80 51 1985 6 1
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07/04/1987 00:00:00 0 0 0 82 62 1987 7 4
07/05/1987 00:00:00 0.51 0 0 77 68 1987 7 5
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07/09/1987 00:00:00 0.32 0 0 93 68 1987 7 9
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07/12/1987 00:00:00 0.03 0 0 90 69 1987 7 12
07/13/1987 00:00:00 0.03 0 0 74 54 1987 7 13
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07/15/1987 00:00:00 0.6 0 0 70 54 1987 7 15
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07/20/1987 00:00:00 0.79 0 0 96 67 1987 7 20
07/21/1987 00:00:00 0 0 0 93 70 1987 7 21
07/22/1987 00:00:00 0 0 0 91 70 1987 7 22
07/23/1987 00:00:00 0 0 0 92