Wrapper for cut() with simplified labels and automatic conversion to factor based on most frequent levels
Usage
cutR(
data,
vars,
seq.list,
name.list = list(),
name.pattern = NULL,
simplify = T,
digits = 0,
dt = F
)Arguments
- data
dataframe. Works with piping.
- vars
Vector of vars which should be cut
- seq.list
List of the split patterns for each var. E.g. list("v1" = seq(0,10), "v2" = round(quantile(df %>% pull(age), seq(0,1,0.1)),0)).\ Can be specified using only "median", "quantile", "quartile" etc which will be applied to all vars
- name.list
list of names for new variables in the format: list("new" = "old")
- name.pattern
naming pattern that should automatically be pasted on the end of all the specified variable names in "vars".
- simplify
whether date intervals should be simplified
- digits
number of digits for label formatting
- dt
whether a data.table should be returned (default = F)
Examples
redcap_df %>%
datR(c(birth, date_of_surgery)) %>%
cutR(vars = c(age, birth, size, type, date_of_surgery),
seq.list = list(age = "10y",
birth = "year",
size = "quartile",
type = c(0,2,10),
date_of_surgery = "quarter"))
#> id sex age birth followup date_of_surgery size type localisation
#> 1 1 1 70-80 1929 03-04-2023 2008, q4 2-14 0-2 3
#> 2 2 2 30-40 1953 18-12-2025 1991, q4 14-24 0-2 1
#> 3 3 1 60-70 1948 21-09-2025 2008, q4 38-50 0-2 2
#> 4 4 1 40-50 1949 11-02-2022 1994, q3 24-38 0-2 3
#> 5 5 2 40-50 1966 21-04-2022 2005, q3 24-38 2-10 1
#> 6 6 1 80-90 1925 17-07-2023 2007, q1 38-50 2-10 3
#> 7 7 1 70-80 1921 15-11-2023 1996, q2 38-50 0-2 2
#> 8 8 1 30-40 1960 07-10-2021 1999, q3 2-14 0-2 5
#> 9 9 2 30-40 1958 11-03-2025 1990, q3 2-14 0-2 3
#> 10 10 2 50-60 1953 28-11-2021 2004, q4 14-24 2-10 1
#> 11 11 1 60-70 1946 09-06-2023 2008, q1 2-14 0-2 3
#> 12 12 1 70-80 1927 24-04-2024 1999, q2 38-50 2-10 2
#> 13 13 1 10-20 1980 01-06-2022 1992, q2 24-38 2-10 3
#> 14 14 1 60-70 1944 08-06-2021 2006, q1 14-24 0-2 0
#> 15 15 1 10-20 1979 11-10-2025 1993, q1 38-50 0-2 2
#> 16 16 2 30-40 1957 22-03-2025 1991, q1 14-24 0-2 4
#> 17 17 2 50-60 1943 24-12-2024 2001, q4 38-50 0-2 2
#> 18 18 2 20-30 1974 31-10-2022 1997, q2 2-14 0-2 3
#> 19 19 2 30-40 1966 01-05-2023 2001, q2 38-50 0-2 4
#> 20 20 1 50-60 1939 01-10-2024 1997, q2 2-14 0-2 3
#> 21 21 1 80-90 1925 07-02-2025 2008, q2 38-50 0-2 4
#> 22 22 1 10-20 1980 06-09-2024 1994, q3 2-14 0-2 4
#> 23 23 1 30-40 1969 31-07-2022 2005, q1 14-24 2-10 2
#> 24 24 1 60-70 1941 17-11-2024 2005, q1 24-38 0-2 3
#> 25 25 1 70-80 1927 25-05-2025 2002, q3 24-38 2-10 3
#> 26 26 1 20-30 1980 11-01-2025 2004, q2 2-14 0-2 3
#> 27 27 2 50-60 1951 07-05-2022 2003, q2 14-24 0-2 3
#> 28 28 1 60-70 1941 19-06-2021 2003, q2 24-38 2-10 2
#> 29 29 1 60-70 1947 16-02-2025 2009, q3 24-38 0-2 4
#> 30 30 2 10-20 1978 02-03-2025 1992, q2 38-50 0-2 4
#> 31 31 2 40-50 1955 04-03-2023 1996, q2 2-14 0-2 4
#> 32 32 2 60-70 1940 04-12-2022 2008, q3 2-14 0-2 2
#> 33 33 1 60-70 1931 20-11-2021 1992, q2 14-24 2-10 4
#> 34 34 2 40-50 1961 20-01-2025 2009, q4 24-38 2-10 3
#> 35 35 1 60-70 1932 02-01-2024 1996, q2 2-14 2-10 2
#> 36 36 1 80-90 1921 23-08-2021 2002, q1 14-24 2-10 4
#> 37 37 2 30-40 1968 12-05-2025 1998, q2 24-38 0-2 4
#> 38 38 1 60-70 1936 24-04-2025 2003, q3 24-38 0-2 4
#> 39 39 2 60-70 1928 03-09-2024 1990, q1 24-38 0-2 3
#> 40 40 2 10-20 1977 15-03-2023 1993, q2 2-14 0-2 0
#> 41 41 2 20-30 1979 27-02-2021 2000, q4 24-38 2-10 1
#> 42 42 2 60-70 1947 26-02-2023 2007, q4 14-24 0-2 2
#> 43 43 1 60-70 1943 10-05-2025 2009, q1 14-24 2-10 1
#> 44 44 2 30-40 1961 04-10-2024 1996, q4 38-50 0-2 3
#> 45 45 2 40-50 1955 11-05-2025 2001, q2 14-24 2-10 4
#> 46 46 2 30-40 1963 29-09-2021 2002, q2 14-24 2-10 2
#> 47 47 2 50-60 1945 29-02-2024 1997, q1 2-14 0-2 2
#> 48 48 2 20-30 1970 01-03-2022 1995, q2 38-50 0-2 3
#> 49 49 1 40-50 1948 22-10-2022 1991, q2 14-24 0-2 4
#> 50 50 1 40-50 1965 29-06-2023 2007, q2 24-38 2-10 3
#> 51 51 2 50-60 1936 04-11-2023 1992, q1 2-14 0-2 3
#> 52 52 1 10-20 1978 06-03-2022 1990, q4 14-24 0-2 3
#> 53 53 2 80-90 1924 18-04-2021 2005, q2 24-38 2-10 1
#> 54 54 2 50-60 1950 05-03-2021 2000, q2 14-24 2-10 2
#> 55 55 1 40-50 1962 26-05-2023 2006, q3 38-50 0-2 2
#> 56 56 1 40-50 1946 28-04-2022 1992, q3 24-38 2-10 1
#> 57 57 2 60-70 1926 24-03-2021 1990, q1 38-50 0-2 1
#> 58 58 2 60-70 1937 09-07-2023 2003, q4 2-14 0-2 3
#> 59 59 2 60-70 1933 04-04-2022 2001, q1 38-50 0-2 3
#> 60 60 1 60-70 1925 18-09-2022 1992, q1 38-50 0-2 1
#> 61 61 1 40-50 1957 11-02-2022 2004, q3 38-50 0-2 0
#> 62 62 2 70-80 1929 02-11-2021 2002, q3 14-24 0-2 2
#> 63 63 2 20-30 1963 07-12-2022 1990, q4 14-24 0-2 4
#> 64 64 2 20-30 1969 19-02-2025 1996, q3 14-24 0-2 3
#> 65 65 2 40-50 1947 06-11-2024 1993, q1 24-38 0-2 3
#> 66 66 2 20-30 1979 27-02-2023 2002, q1 14-24 0-2 3
#> 67 67 2 50-60 1946 07-04-2022 1998, q1 2-14 0-2 3
#> 68 68 1 10-20 1976 24-09-2022 1990, q2 24-38 0-2 3
#> 69 69 2 60-70 1946 22-01-2023 2006, q4 38-50 0-2 2
#> 70 70 2 40-50 1964 03-04-2022 2004, q4 24-38 0-2 3
#> 71 71 2 50-60 1939 29-05-2021 1997, q1 2-14 2-10 4
#> 72 72 2 70-80 1925 10-01-2022 2001, q3 2-14 0-2 2
#> 73 73 1 60-70 1926 29-12-2025 1990, q3 38-50 0-2 3
#> 74 74 1 30-40 1958 15-11-2025 1997, q4 38-50 2-10 2
#> 75 75 1 50-60 1947 11-10-2021 2004, q2 2-14 0-2 1
#> 76 76 2 50-60 1942 07-03-2023 1997, q1 2-14 0-2 4
#> 77 77 2 70-80 1930 17-09-2021 2009, q2 38-50 0-2 2
#> 78 78 1 40-50 1958 18-01-2024 2003, q2 14-24 0-2 0
#> 79 79 1 70-80 1927 03-04-2024 1999, q3 14-24 0-2 4
#> 80 80 2 50-60 1944 20-02-2022 1998, q3 38-50 0-2 1
#> 81 81 2 10-20 1978 07-03-2024 1991, q3 38-50 2-10 1
#> 82 82 2 50-60 1941 11-07-2022 1997, q4 24-38 0-2 2
#> 83 83 1 20-30 1965 25-10-2022 1993, q2 24-38 2-10 2
#> 84 84 1 50-60 1944 12-07-2024 1996, q1 2-14 0-2 2
#> 85 85 1 10-20 1976 05-08-2024 1995, q1 14-24 0-2 2
#> 86 86 2 20-30 1978 27-05-2023 2002, q2 14-24 2-10 3
#> 87 87 1 10-20 1976 15-12-2023 1992, q3 24-38 0-2 1
#> 88 88 2 60-70 1937 16-09-2024 1999, q4 2-14 2-10 2
#> 89 89 1 70-80 1931 13-01-2024 2002, q4 24-38 2-10 5
#> 90 90 2 40-50 1953 02-05-2023 1997, q3 38-50 0-2 4
#> 91 91 1 50-60 1950 09-10-2024 2003, q1 14-24 0-2 3
#> 92 92 1 20-30 1974 25-11-2021 2002, q4 38-50 0-2 1
#> 93 93 2 40-50 1956 24-06-2021 1998, q1 2-14 0-2 3
#> 94 94 2 10-20 1972 03-11-2023 1991, q4 14-24 2-10 2
#> 95 95 1 50-60 1960 26-10-2023 2009, q4 38-50 0-2 3
#> 96 96 1 60-70 1925 04-03-2021 1994, q2 2-14 0-2 4
#> 97 97 1 30-40 1953 11-11-2024 1992, q3 2-14 2-10 1
#> 98 98 2 50-60 1951 09-10-2021 2008, q1 2-14 0-2 2
#> 99 99 2 60-70 1932 04-03-2025 2000, q1 24-38 0-2 3
#> 100 100 1 60-70 1937 20-04-2021 2002, q2 38-50 0-2 1
#> 101 101 2 40-50 1954 08-08-2025 1996, q4 14-24 0-2 4
#> 102 102 2 70-80 1935 06-12-2022 2005, q3 38-50 0-2 4
#> 103 103 2 30-40 1965 12-04-2024 2003, q4 2-14 2-10 4
#> 104 104 1 10-20 1973 31-10-2021 1990, q3 2-14 0-2 3
#> 105 105 1 70-80 1930 16-11-2024 2001, q3 2-14 0-2 2
#> 106 106 1 50-60 1942 13-10-2025 1998, q2 24-38 0-2 2
#> 107 107 1 60-70 1935 19-01-2022 2001, q3 2-14 0-2 4
#> 108 108 2 40-50 1955 24-09-2022 2003, q4 38-50 0-2 2
#> 109 109 1 40-50 1950 18-05-2024 1997, q4 2-14 0-2 4
#> 110 110 1 30-40 1968 10-05-2021 2004, q3 2-14 0-2 2
#> 111 111 1 70-80 1923 23-06-2021 1995, q3 2-14 2-10 3
#> 112 112 1 10-20 1978 16-10-2025 1998, q2 14-24 0-2 4
#> 113 113 1 60-70 1924 21-04-2025 1991, q1 38-50 0-2 4
#> 114 114 2 80-90 1920 22-01-2023 2004, q3 2-14 0-2 2
#> 115 115 2 40-50 1942 28-03-2022 1990, q2 14-24 0-2 4
#> 116 116 2 30-40 1973 19-03-2021 2006, q3 14-24 0-2 4
#> 117 117 2 20-30 1969 27-07-2022 1994, q3 38-50 0-2 3
#> 118 118 1 30-40 1968 30-05-2025 2001, q4 2-14 0-2 2
#> 119 119 2 20-30 1969 05-12-2023 1994, q1 24-38 0-2 0
#> 120 120 2 40-50 1945 04-02-2022 1991, q3 38-50 0-2 4
#> 121 121 2 80-90 1922 02-06-2021 2007, q2 38-50 0-2 3
#> 122 122 2 70-80 1937 03-11-2024 2009, q2 2-14 0-2 2
#> 123 123 1 80-90 1921 27-08-2025 2007, q4 24-38 0-2 3
#> 124 124 1 70-80 1922 29-09-2025 1993, q4 14-24 0-2 4
#> 125 125 2 70-80 1934 24-04-2022 2008, q2 38-50 2-10 2
#> 126 126 1 80-90 1921 18-01-2023 2004, q4 38-50 0-2 2
#> 127 127 1 20-30 1977 27-01-2021 2005, q2 24-38 2-10 2
#> 128 128 2 70-80 1937 29-06-2025 2007, q2 14-24 0-2 3
#> 129 129 2 60-70 1930 05-11-2025 1993, q4 14-24 0-2 1
#> 130 130 1 20-30 1971 18-12-2021 1995, q2 14-24 0-2 3
#> 131 131 1 50-60 1950 15-02-2021 2002, q4 38-50 0-2 4
#> 132 132 1 40-50 1965 28-09-2024 2007, q2 24-38 0-2 3
#> 133 133 2 50-60 1951 31-01-2025 2006, q1 24-38 2-10 2
#> 134 134 1 60-70 1946 30-03-2022 2006, q4 14-24 0-2 3
#> 135 135 2 60-70 1933 16-07-2021 1996, q3 38-50 2-10 1
#> 136 136 1 70-80 1925 13-10-2025 1998, q3 14-24 0-2 0
#> 137 137 2 30-40 1958 09-08-2025 1991, q1 2-14 0-2 3
#> 138 138 2 40-50 1960 03-06-2024 2000, q1 24-38 0-2 2
#> 139 139 2 60-70 1941 04-01-2022 2004, q2 38-50 0-2 1
#> 140 140 1 20-30 1970 07-12-2021 1990, q4 2-14 2-10 2
#> 141 141 2 70-80 1924 02-11-2025 2004, q1 14-24 0-2 1
#> 142 142 1 60-70 1946 31-03-2021 2009, q2 24-38 0-2 2
#> 143 143 1 40-50 1967 24-04-2025 2008, q1 2-14 2-10 1
#> 144 144 2 70-80 1920 08-09-2022 1991, q4 24-38 0-2 2
#> 145 145 1 60-70 1938 03-04-2022 2001, q1 2-14 0-2 2
#> 146 146 2 30-40 1957 18-02-2023 1995, q1 24-38 0-2 4
#> 147 147 2 20-30 1967 01-02-2025 1995, q1 38-50 0-2 2
#> 148 148 2 20-30 1979 27-09-2022 2002, q4 14-24 0-2 2
#> 149 149 1 50-60 1934 26-09-2021 1990, q3 24-38 0-2 4
#> 150 150 1 80-90 1929 18-05-2025 2009, q4 24-38 0-2 2
#> 151 151 2 30-40 1961 17-12-2025 1992, q2 24-38 0-2 2
#> 152 152 1 70-80 1928 06-09-2021 2004, q4 14-24 0-2 4
#> 153 153 1 30-40 1965 23-07-2023 2002, q3 38-50 0-2 4
#> 154 154 1 60-70 1929 31-12-2023 1991, q1 14-24 2-10 2
#> 155 155 1 30-40 1958 11-04-2021 1994, q2 24-38 0-2 1
#> 156 156 2 20-30 1973 26-12-2025 2000, q2 24-38 2-10 2
#> 157 157 2 20-30 1970 05-06-2025 2000, q1 2-14 0-2 1
#> 158 158 2 20-30 1979 04-06-2022 2003, q4 24-38 0-2 2
#> 159 159 2 50-60 1935 23-04-2025 1990, q4 2-14 2-10 1
#> 160 160 2 70-80 1927 01-05-2021 1999, q3 2-14 0-2 3
#> 161 161 1 60-70 1927 03-11-2022 1995, q1 14-24 2-10 1
#> 162 162 1 60-70 1939 09-07-2023 2000, q3 2-14 0-2 4
#> 163 163 1 30-40 1968 30-03-2022 2000, q1 14-24 2-10 2
#> 164 164 2 40-50 1956 28-09-2024 1998, q2 2-14 2-10 1
#> 165 165 1 20-30 1980 14-07-2024 2005, q2 2-14 0-2 2
#> 166 166 1 60-70 1941 12-10-2022 2005, q2 24-38 0-2 3
#> 167 167 2 40-50 1951 14-01-2021 2000, q3 24-38 2-10 2
#> 168 168 1 60-70 1929 14-11-2022 1991, q1 24-38 0-2 4
#> 169 169 1 50-60 1943 05-12-2024 1996, q2 14-24 2-10 3
#> 170 170 2 40-50 1954 09-09-2022 1995, q2 38-50 0-2 2
#> 171 171 1 40-50 1960 01-01-2021 2005, q3 38-50 0-2 4
#> 172 172 1 30-40 1969 03-08-2022 2003, q3 38-50 2-10 3
#> 173 173 2 50-60 1948 05-07-2022 2004, q1 38-50 2-10 4
#> 174 174 1 40-50 1956 20-11-2025 2001, q3 38-50 0-2 2
#> 175 175 1 50-60 1951 13-11-2023 2005, q4 14-24 0-2 1
#> 176 176 2 40-50 1949 07-05-2021 1992, q2 38-50 0-2 3
#> 177 177 2 70-80 1931 02-07-2024 2002, q1 2-14 0-2 3
#> 178 178 2 40-50 1960 20-06-2025 2009, q1 2-14 2-10 2
#> 179 179 2 30-40 1957 24-11-2024 1991, q3 24-38 0-2 1
#> 180 180 1 20-30 1977 23-10-2021 2002, q4 14-24 2-10 4
#> 181 181 2 80-90 1922 28-11-2024 2007, q4 38-50 2-10 2
#> 182 182 1 50-60 1944 01-03-2024 1997, q4 24-38 0-2 3
#> 183 183 1 60-70 1925 06-06-2023 1990, q4 2-14 0-2 3
#> 184 184 1 30-40 1965 09-01-2021 1997, q1 24-38 2-10 3
#> 185 185 1 30-40 1957 25-09-2022 1994, q2 2-14 0-2 2
#> 186 186 1 30-40 1958 28-04-2023 1994, q4 14-24 0-2 1
#> 187 187 2 40-50 1961 18-06-2024 2005, q1 2-14 0-2 2
#> 188 188 1 50-60 1949 31-05-2024 2006, q4 38-50 0-2 2
#> 189 189 2 60-70 1941 13-07-2024 2008, q4 24-38 0-2 3
#> 190 190 1 20-30 1972 21-02-2022 1992, q4 38-50 0-2 4
#> 191 191 1 70-80 1928 03-11-2025 1999, q1 38-50 0-2 3
#> 192 192 2 50-60 1951 13-06-2022 2008, q2 38-50 0-2 3
#> 193 193 1 70-80 1930 28-06-2023 2001, q4 14-24 0-2 1
#> 194 194 2 60-70 1923 27-05-2023 1991, q2 2-14 0-2 2
#> 195 195 2 50-60 1942 25-05-2024 1994, q1 14-24 0-2 1
#> 196 196 2 20-30 1962 20-10-2022 1991, q2 2-14 0-2 3
#> 197 197 1 70-80 1922 19-05-2025 1997, q3 2-14 0-2 4
#> 198 198 2 30-40 1975 12-09-2023 2006, q1 38-50 0-2 3
#> 199 199 1 60-70 1926 19-05-2022 1990, q2 2-14 0-2 2
#> 200 200 1 20-30 1963 09-08-2022 1990, q2 2-14 0-2 2
#> 201 201 2 30-40 1969 28-07-2022 2004, q3 38-50 0-2 3
#> 202 202 2 40-50 1951 06-06-2021 1996, q2 2-14 2-10 2
#> 203 203 1 10-20 1980 23-03-2023 1995, q3 2-14 0-2 2
#> 204 204 2 70-80 1925 08-03-2022 1996, q3 38-50 0-2 4
#> 205 205 2 60-70 1928 11-04-2025 1992, q2 14-24 2-10 2
#> 206 206 2 40-50 1963 11-07-2025 2005, q1 38-50 0-2 1
#> 207 207 1 40-50 1958 01-05-2022 2005, q2 14-24 0-2 3
#> 208 208 1 70-80 1929 04-12-2021 2008, q2 2-14 2-10 2
#> 209 209 2 30-40 1963 20-04-2025 1995, q4 24-38 0-2 3
#> 210 210 1 20-30 1977 20-11-2022 2004, q4 14-24 2-10 2
#> 211 211 1 70-80 1926 23-07-2025 1999, q2 38-50 0-2 3
#> 212 212 1 40-50 1959 15-10-2025 2004, q2 2-14 2-10 2
#> 213 213 1 20-30 1974 20-03-2022 1997, q2 38-50 0-2 2
#> 214 214 2 30-40 1960 03-01-2022 2000, q1 38-50 0-2 2
#> 215 215 1 30-40 1955 25-07-2021 1993, q4 38-50 0-2 2
#> 216 216 1 30-40 1969 05-10-2024 2006, q2 2-14 0-2 4
#> 217 217 1 50-60 1933 25-12-2023 1991, q1 2-14 2-10 1
#> 218 218 2 60-70 1933 17-10-2025 1994, q3 14-24 2-10 1
#> 219 219 2 70-80 1920 18-03-2022 1992, q4 14-24 2-10 0
#> 220 220 1 60-70 1944 10-05-2025 2005, q4 24-38 0-2 4
#> 221 221 2 30-40 1962 18-11-2025 1997, q1 38-50 0-2 3
#> 222 222 2 70-80 1927 12-11-2022 2005, q3 24-38 0-2 5
#> 223 223 2 50-60 1945 16-01-2023 2000, q3 14-24 0-2 3
#> 224 224 2 40-50 1958 07-08-2021 2000, q1 14-24 0-2 3
#> 225 225 2 40-50 1963 14-02-2023 2007, q3 24-38 0-2 4
#> 226 226 1 60-70 1929 13-08-2022 1994, q3 14-24 0-2 2
#> 227 227 2 30-40 1959 28-06-2022 1995, q2 14-24 0-2 2
#> 228 228 1 70-80 1926 01-11-2021 2001, q1 38-50 0-2 1
#> 229 229 1 40-50 1966 11-03-2024 2007, q2 2-14 2-10 3
#> 230 230 2 40-50 1959 03-10-2024 2003, q1 14-24 2-10 3
#> 231 231 1 30-40 1964 08-06-2025 1995, q2 2-14 0-2 3
#> 232 232 1 30-40 1962 23-09-2022 1995, q2 14-24 2-10 3
#> 233 233 1 80-90 1923 28-03-2023 2007, q2 38-50 0-2 1
#> 234 234 1 30-40 1967 14-02-2023 1999, q2 38-50 0-2 3
#> 235 235 1 50-60 1954 08-08-2021 2009, q1 14-24 0-2 2
#> 236 236 2 70-80 1926 06-05-2023 2004, q1 24-38 0-2 2
#> 237 237 2 70-80 1931 20-10-2025 2001, q1 38-50 0-2 4
#> 238 238 2 60-70 1943 09-08-2023 2006, q2 38-50 0-2 2
#> 239 239 2 30-40 1960 05-06-2023 1998, q4 38-50 0-2 1
#> 240 240 2 50-60 1933 08-01-2022 1992, q4 24-38 0-2 2
#> 241 241 2 20-30 1976 18-02-2022 1999, q4 38-50 0-2 3
#> 242 242 2 40-50 1960 09-08-2024 2000, q2 24-38 0-2 3
#> 243 243 1 80-90 1922 06-05-2023 2006, q3 38-50 0-2 3
#> 244 244 2 30-40 1966 16-03-2022 1999, q4 38-50 2-10 4
#> 245 245 1 30-40 1963 21-04-2022 2000, q3 2-14 0-2 2
#> 246 246 2 10-20 1979 25-04-2025 1990, q2 14-24 0-2 3
#> 247 247 1 20-30 1971 05-02-2024 1993, q4 14-24 0-2 3
#> 248 248 2 30-40 1974 15-06-2021 2004, q2 38-50 0-2 3
#> 249 249 1 40-50 1951 28-09-2024 2000, q1 14-24 0-2 3
#> 250 250 2 60-70 1934 25-06-2022 1994, q2 14-24 0-2 1
#> 251 251 1 20-30 1979 05-07-2025 2008, q3 2-14 0-2 2
#> 252 252 2 70-80 1920 06-07-2022 1990, q3 24-38 0-2 2
#> 253 253 1 60-70 1931 03-06-2025 1994, q3 14-24 2-10 3
#> 254 254 1 60-70 1935 13-03-2022 1999, q1 2-14 0-2 3
#> 255 255 1 70-80 1922 06-06-2022 1999, q4 2-14 0-2 2
#> 256 256 1 10-20 1980 03-09-2022 1997, q4 24-38 0-2 3
#> 257 257 2 50-60 1941 07-03-2025 1990, q4 2-14 0-2 3
#> 258 258 1 60-70 1936 05-08-2021 2004, q3 24-38 0-2 2
#> 259 259 1 70-80 1926 02-01-2024 1996, q4 24-38 0-2 1
#> 260 260 2 80-90 1921 07-04-2022 2006, q2 2-14 0-2 2
#> 261 261 2 60-70 1948 24-12-2022 2009, q3 24-38 2-10 2
#> 262 262 1 20-30 1979 21-03-2022 2007, q3 2-14 0-2 2
#> 263 263 1 40-50 1967 12-10-2023 2008, q4 38-50 2-10 3
#> 264 264 1 30-40 1968 22-07-2022 2003, q1 38-50 0-2 0
#> 265 265 1 50-60 1953 14-02-2022 2005, q3 14-24 2-10 3
#> 266 266 2 40-50 1960 14-04-2021 2000, q1 14-24 2-10 3
#> 267 267 1 60-70 1931 09-04-2022 1990, q4 14-24 0-2 3
#> 268 268 1 70-80 1930 05-04-2021 2009, q3 2-14 2-10 3
#> 269 269 2 40-50 1946 10-03-2024 1993, q3 14-24 0-2 1
#> 270 270 2 70-80 1933 16-10-2024 2007, q4 14-24 2-10 3
#> 271 271 2 70-80 1927 02-05-2025 1999, q2 2-14 0-2 1
#> 272 272 2 60-70 1924 06-01-2022 1992, q1 24-38 0-2 3
#> 273 273 1 30-40 1971 22-01-2022 2006, q4 24-38 0-2 2
#> 274 274 2 50-60 1954 04-04-2022 2006, q4 2-14 0-2 2
#> 275 275 1 60-70 1931 09-08-2025 1996, q1 2-14 0-2 1
#> 276 276 1 70-80 1923 28-09-2021 2001, q4 24-38 0-2 2
#> 277 277 2 40-50 1948 19-11-2021 1990, q2 24-38 2-10 5
#> 278 278 2 40-50 1959 22-07-2024 2000, q3 14-24 0-2 2
#> 279 279 2 40-50 1956 03-04-2023 2002, q4 14-24 0-2 3
#> 280 280 2 10-20 1978 15-03-2023 1992, q3 38-50 2-10 3
#> 281 281 2 60-70 1927 17-10-2022 1990, q2 38-50 2-10 2
#> 282 282 2 30-40 1977 22-11-2025 2008, q3 24-38 0-2 1
#> 283 283 1 30-40 1960 04-08-2025 1996, q2 38-50 0-2 2
#> 284 284 2 20-30 1971 16-03-2021 1996, q2 24-38 0-2 4
#> 285 285 2 70-80 1920 05-03-2024 1995, q2 14-24 0-2 2
#> 286 286 2 60-70 1939 08-03-2023 2007, q4 38-50 0-2 3
#> 287 287 2 30-40 1963 29-09-2022 1998, q4 14-24 0-2 2
#> 288 288 2 30-40 1968 30-03-2024 2008, q1 38-50 0-2 3
#> 289 289 2 30-40 1962 18-10-2023 1992, q2 24-38 0-2 2
#> 290 290 2 30-40 1965 27-01-2021 1995, q1 14-24 2-10 2
#> 291 291 1 30-40 1975 15-07-2022 2007, q2 14-24 0-2 2
#> 292 292 1 40-50 1957 19-12-2025 1998, q3 14-24 0-2 0
#> 293 293 2 70-80 1929 31-10-2021 2002, q4 38-50 0-2 2
#> 294 294 2 40-50 1950 30-12-2025 1999, q1 24-38 0-2 2
#> 295 295 1 40-50 1966 16-09-2022 2006, q1 24-38 0-2 2
#> 296 296 2 20-30 1977 07-11-2022 2002, q3 14-24 0-2 4
#> 297 297 2 60-70 1936 27-04-2022 2002, q3 38-50 2-10 2
#> 298 298 1 40-50 1951 16-10-2021 1992, q2 38-50 0-2 4
#> 299 299 2 60-70 1945 24-11-2024 2008, q4 24-38 2-10 3
#> 300 300 2 60-70 1936 08-06-2023 1996, q4 38-50 2-10 4
#> 301 301 1 30-40 1967 24-05-2021 1998, q1 38-50 0-2 2
#> 302 302 1 40-50 1953 20-02-2022 1996, q3 24-38 0-2 4
#> 303 303 1 80-90 1921 15-07-2021 2002, q2 14-24 0-2 4
#> 304 304 1 50-60 1942 13-10-2025 2000, q4 24-38 0-2 2
#> 305 305 1 60-70 1942 14-09-2025 2008, q3 2-14 0-2 3
#> 306 306 1 20-30 1974 29-10-2025 2002, q3 24-38 0-2 3
#> 307 307 2 40-50 1962 14-10-2023 2005, q2 24-38 2-10 3
#> 308 308 2 30-40 1961 20-12-2023 2001, q1 24-38 0-2 2
#> 309 309 2 70-80 1927 22-01-2024 2004, q4 2-14 0-2 2
#> 310 310 2 50-60 1946 05-11-2021 1998, q3 24-38 0-2 3
#> 311 311 1 70-80 1931 12-07-2024 2006, q1 24-38 0-2 0
#> 312 312 1 70-80 1924 08-09-2021 1995, q3 24-38 0-2 4
#> 313 313 1 50-60 1940 23-08-2023 1997, q3 2-14 0-2 3
#> 314 314 1 50-60 1955 07-06-2023 2008, q3 2-14 0-2 4
#> 315 315 1 30-40 1974 03-12-2023 2006, q1 24-38 0-2 4
#> 316 316 1 60-70 1944 24-06-2021 2004, q4 2-14 0-2 2
#> 317 317 1 50-60 1948 07-10-2022 2003, q4 14-24 2-10 2
#> 318 318 1 30-40 1953 21-12-2025 1992, q3 14-24 0-2 1
#> 319 319 1 80-90 1927 22-01-2025 2007, q3 14-24 0-2 2
#> 320 320 2 20-30 1978 04-10-2025 2001, q1 24-38 0-2 4
#> 321 321 1 80-90 1924 12-08-2025 2005, q1 14-24 0-2 3
#> 322 322 2 50-60 1943 17-05-2025 2001, q3 38-50 2-10 4
#> 323 323 2 50-60 1941 01-08-2021 1999, q4 2-14 2-10 3
#> 324 324 1 50-60 1956 24-02-2025 2007, q4 24-38 2-10 5
#> 325 325 1 60-70 1944 08-07-2022 2004, q2 24-38 2-10 1
#> 326 326 2 20-30 1969 18-01-2025 1995, q3 38-50 0-2 2
#> 327 327 2 50-60 1944 20-06-2023 2000, q1 2-14 0-2 4
#> 328 328 2 30-40 1970 16-05-2022 2000, q4 2-14 2-10 3
#> 329 329 2 40-50 1954 24-12-2023 1997, q3 14-24 0-2 2
#> 330 330 1 20-30 1967 17-09-2022 1991, q1 14-24 0-2 4
#> 331 331 1 80-90 1925 14-12-2022 2009, q4 14-24 0-2 1
#> 332 332 2 50-60 1953 06-03-2024 2003, q3 2-14 2-10 2
#> 333 333 2 50-60 1941 09-05-2023 1996, q4 14-24 2-10 1
#> 334 334 2 70-80 1927 04-03-2025 1998, q2 38-50 0-2 4
#> 335 335 1 80-90 1920 07-12-2023 2009, q3 38-50 0-2 3
#> 336 336 2 60-70 1934 23-07-2021 1994, q3 14-24 0-2 1
#> 337 337 2 20-30 1980 15-01-2021 2008, q1 2-14 0-2 4
#> 338 338 1 40-50 1947 18-05-2022 1993, q3 14-24 0-2 2
#> 339 339 2 80-90 1922 16-02-2021 2008, q2 24-38 2-10 4
#> 340 340 1 70-80 1935 08-05-2022 2006, q4 38-50 2-10 3
#> 341 341 2 20-30 1973 29-04-2022 1993, q2 2-14 2-10 2
#> 342 342 2 50-60 1943 01-10-2024 1993, q2 38-50 2-10 3
#> 343 343 2 30-40 1967 26-01-2022 1997, q4 2-14 2-10 4
#> 344 344 2 70-80 1921 27-10-2025 1995, q4 2-14 0-2 4
#> 345 345 2 20-30 1977 27-03-2023 1999, q4 24-38 2-10 3
#> 346 346 1 50-60 1951 06-09-2023 2005, q2 24-38 2-10 3
#> 347 347 1 40-50 1949 09-01-2024 1992, q3 38-50 0-2 3
#> 348 348 2 30-40 1967 16-10-2025 2004, q3 2-14 2-10 4
#> 349 349 2 60-70 1923 24-02-2021 1991, q1 38-50 0-2 3
#> 350 350 1 40-50 1968 24-08-2021 2009, q2 24-38 0-2 2
#> 351 351 1 40-50 1956 05-06-2025 2000, q2 24-38 0-2 4
#> 352 352 2 60-70 1936 02-09-2022 1999, q2 38-50 0-2 0
#> 353 353 1 20-30 1980 18-06-2024 2003, q2 14-24 0-2 0
#> 354 354 2 60-70 1946 05-05-2022 2008, q2 38-50 0-2 1
#> 355 355 1 50-60 1955 30-11-2024 2007, q2 38-50 0-2 3
#> 356 356 2 70-80 1922 23-03-2021 1996, q4 24-38 0-2 2
#> 357 357 1 60-70 1947 09-03-2021 2008, q4 14-24 0-2 2
#> 358 358 2 30-40 1961 18-10-2022 1996, q3 38-50 0-2 0
#> 359 359 1 50-60 1949 10-11-2022 2008, q3 2-14 0-2 1
#> 360 360 1 50-60 1940 19-08-2021 1998, q2 14-24 2-10 1
#> 361 361 1 80-90 1920 12-07-2025 2000, q4 2-14 0-2 2
#> 362 362 2 50-60 1953 03-07-2022 2008, q3 2-14 0-2 3
#> 363 363 1 60-70 1934 05-11-2023 1998, q4 14-24 0-2 2
#> 364 364 2 20-30 1975 02-12-2024 2002, q3 2-14 0-2 4
#> 365 365 2 80-90 1928 27-10-2025 2008, q3 38-50 0-2 2
#> 366 366 1 70-80 1926 16-12-2023 1997, q1 38-50 0-2 3
#> 367 367 2 40-50 1949 03-09-2024 1993, q1 38-50 2-10 4
#> 368 368 2 20-30 1965 24-05-2025 1991, q1 2-14 2-10 4
#> 369 369 1 60-70 1930 05-06-2024 1998, q4 24-38 0-2 3
#> 370 370 1 50-60 1934 17-02-2023 1990, q2 2-14 2-10 3
#> 371 371 1 50-60 1940 04-03-2022 1992, q2 2-14 0-2 1
#> 372 372 1 60-70 1949 08-10-2025 2009, q2 38-50 0-2 3
#> 373 373 2 80-90 1925 14-02-2024 2006, q3 14-24 0-2 3
#> 374 374 2 10-20 1978 23-01-2021 1990, q2 24-38 0-2 3
#> 375 375 1 40-50 1948 07-12-2023 1997, q1 38-50 0-2 3
#> 376 376 2 30-40 1959 09-12-2021 1991, q1 2-14 0-2 3
#> 377 377 2 70-80 1920 22-09-2022 1995, q1 14-24 0-2 1
#> 378 378 1 60-70 1941 22-05-2024 2006, q3 24-38 2-10 2
#> 379 379 1 70-80 1921 17-02-2022 1996, q2 14-24 0-2 2
#> 380 380 1 30-40 1960 22-07-2021 1998, q1 14-24 0-2 3
#> 381 381 2 70-80 1924 24-04-2022 1995, q3 24-38 2-10 4
#> 382 382 2 10-20 1980 02-05-2024 1991, q4 38-50 2-10 4
#> 383 383 1 40-50 1944 31-05-2022 1991, q2 2-14 0-2 3
#> 384 384 1 60-70 1925 29-06-2025 1992, q2 2-14 0-2 3
#> 385 385 1 30-40 1955 04-02-2024 1991, q2 14-24 0-2 4
#> 386 386 2 20-30 1976 26-03-2025 2004, q3 38-50 0-2 2
#> 387 387 2 70-80 1921 03-11-2023 1993, q1 38-50 2-10 4
#> 388 388 1 50-60 1940 25-02-2022 1995, q3 24-38 2-10 2
#> 389 389 1 40-50 1958 01-08-2022 2007, q1 24-38 0-2 3
#> 390 390 2 30-40 1963 19-05-2021 1999, q1 38-50 0-2 2
#> 391 391 1 20-30 1973 12-06-2024 2000, q1 38-50 0-2 3
#> 392 392 1 50-60 1956 29-12-2023 2009, q3 14-24 0-2 2
#> 393 393 2 20-30 1968 15-05-2025 1997, q2 24-38 0-2 4
#> 394 394 2 70-80 1922 06-12-2024 1997, q4 24-38 0-2 2
#> 395 395 1 70-80 1929 16-03-2023 2007, q3 14-24 0-2 3
#> 396 396 1 50-60 1947 31-08-2021 2004, q4 14-24 0-2 4
#> 397 397 1 40-50 1954 07-01-2021 1993, q3 38-50 0-2 3
#> 398 398 1 30-40 1965 08-01-2024 1999, q2 24-38 0-2 0
#> 399 399 1 50-60 1942 10-03-2023 1997, q1 2-14 2-10 2
#> 400 400 2 60-70 1943 19-12-2022 2004, q4 14-24 0-2 1
#> 401 401 1 40-50 1945 13-07-2025 1992, q3 38-50 0-2 2
#> 402 402 1 40-50 1961 17-01-2022 2005, q2 14-24 0-2 3
#> 403 403 1 50-60 1954 12-07-2025 2009, q3 14-24 0-2 2
#> 404 404 2 80-90 1921 03-03-2022 2005, q4 24-38 2-10 1
#> 405 405 1 40-50 1953 13-05-2023 1995, q2 2-14 0-2 2
#> 406 406 2 20-30 1972 11-10-2025 1998, q2 24-38 2-10 2
#> 407 407 2 70-80 1921 25-02-2024 1995, q3 2-14 0-2 3
#> 408 408 1 30-40 1975 23-09-2021 2006, q3 2-14 0-2 3
#> 409 409 1 30-40 1962 02-10-2025 2001, q3 14-24 0-2 2
#> 410 410 1 20-30 1974 12-09-2025 1996, q4 2-14 0-2 3
#> 411 411 1 30-40 1969 20-10-2024 1999, q2 38-50 0-2 2
#> 412 412 1 50-60 1940 05-08-2022 1991, q2 24-38 0-2 4
#> 413 413 2 30-40 1973 30-07-2022 2006, q4 24-38 0-2 1
#> 414 414 1 20-30 1979 22-12-2025 1999, q1 2-14 0-2 2
#> 415 415 2 40-50 1966 02-12-2023 2009, q2 2-14 2-10 4
#> 416 416 2 30-40 1969 29-11-2023 2007, q4 38-50 0-2 2
#> 417 417 2 20-30 1968 24-07-2021 1990, q3 14-24 2-10 2
#> 418 418 1 20-30 1979 13-08-2021 2004, q4 24-38 2-10 2
#> 419 419 1 60-70 1939 27-06-2023 2003, q4 2-14 0-2 2
#> 420 420 1 40-50 1951 09-10-2023 1996, q4 24-38 2-10 1
#> 421 421 2 40-50 1967 13-04-2021 2007, q4 2-14 0-2 2
#> 422 422 2 40-50 1948 21-01-2025 1992, q1 2-14 2-10 3
#> 423 423 2 20-30 1976 04-07-2021 2000, q1 14-24 0-2 2
#> 424 424 1 60-70 1948 04-03-2023 2009, q2 14-24 0-2 2
#> 425 425 1 20-30 1971 13-01-2022 1994, q3 2-14 2-10 4
#> 426 426 1 20-30 1974 28-05-2022 1996, q4 38-50 0-2 3
#> 427 427 1 50-60 1949 01-08-2025 2000, q1 38-50 0-2 3
#> 428 428 2 30-40 1971 28-08-2025 2006, q4 38-50 0-2 3
#> 429 429 1 70-80 1924 02-09-2021 1998, q3 24-38 0-2 2
#> 430 430 1 20-30 1977 23-11-2023 2001, q4 2-14 0-2 2
#> 431 431 1 30-40 1969 19-06-2025 2003, q1 24-38 0-2 3
#> 432 432 1 10-20 1974 20-04-2023 1991, q1 38-50 0-2 1
#> 433 433 1 50-60 1938 29-11-2025 1996, q3 2-14 2-10 3
#> 434 434 2 10-20 1980 06-08-2022 1997, q1 38-50 0-2 3
#> 435 435 1 60-70 1934 07-09-2022 1998, q2 38-50 2-10 4
#> 436 436 2 30-40 1959 30-05-2023 1993, q4 2-14 2-10 3
#> 437 437 2 20-30 1964 26-03-2022 1993, q3 24-38 2-10 2
#> 438 438 2 80-90 1924 27-10-2022 2007, q1 14-24 0-2 3
#> 439 439 2 30-40 1960 17-09-2023 1990, q2 2-14 0-2 3
#> 440 440 2 60-70 1941 28-07-2025 2006, q2 24-38 0-2 4
#> 441 441 2 60-70 1935 15-05-2025 1999, q4 24-38 0-2 4
#> 442 442 2 30-40 1970 22-05-2024 2001, q2 14-24 2-10 3
#> 443 443 2 60-70 1931 06-09-2022 1998, q1 14-24 0-2 5
#> 444 444 1 20-30 1978 18-06-2024 2000, q4 14-24 0-2 3
#> 445 445 2 30-40 1969 26-12-2023 2003, q4 38-50 2-10 2
#> 446 446 1 50-60 1953 30-03-2024 2006, q4 24-38 0-2 3
#> 447 447 2 60-70 1944 02-03-2024 2009, q4 14-24 0-2 3
#> 448 448 1 30-40 1975 02-06-2024 2006, q4 24-38 0-2 2
#> 449 449 1 20-30 1967 25-07-2025 1994, q3 38-50 2-10 4
#> 450 450 2 40-50 1952 03-12-2025 1999, q2 38-50 2-10 1
#> 451 451 2 70-80 1933 10-01-2023 2004, q2 38-50 0-2 3
#> 452 452 1 40-50 1946 01-08-2021 1991, q1 14-24 0-2 1
#> 453 453 1 30-40 1972 08-05-2022 2002, q1 14-24 0-2 3
#> 454 454 2 30-40 1960 15-05-2022 1993, q3 24-38 0-2 3
#> 455 455 2 80-90 1927 21-12-2021 2008, q1 24-38 2-10 4
#> 456 456 2 40-50 1951 08-02-2021 1996, q1 2-14 2-10 1
#> 457 457 1 40-50 1946 20-11-2025 1992, q2 2-14 0-2 3
#> 458 458 1 50-60 1940 14-05-2023 1992, q2 2-14 0-2 3
#> 459 459 1 70-80 1923 01-04-2025 1999, q4 14-24 2-10 3
#> 460 460 1 60-70 1931 02-02-2024 1998, q4 14-24 2-10 3
#> 461 461 2 20-30 1970 22-05-2025 1996, q2 2-14 0-2 1
#> 462 462 2 50-60 1957 23-04-2024 2008, q2 38-50 2-10 5
#> 463 463 1 40-50 1945 22-12-2022 1990, q4 14-24 0-2 2
#> 464 464 2 20-30 1979 20-02-2022 1998, q4 38-50 0-2 3
#> 465 465 1 10-20 1976 23-07-2025 1994, q1 14-24 0-2 4
#> 466 466 2 40-50 1963 20-10-2022 2008, q1 14-24 0-2 3
#> 467 467 1 40-50 1959 01-11-2024 2004, q1 14-24 0-2 2
#> 468 468 2 60-70 1928 02-12-2024 1990, q4 2-14 0-2 2
#> 469 469 2 40-50 1963 22-01-2025 2004, q2 38-50 0-2 0
#> 470 470 1 50-60 1951 21-01-2022 2002, q4 24-38 0-2 2
#> 471 471 2 30-40 1956 26-06-2023 1994, q3 24-38 0-2 3
#> 472 472 1 40-50 1956 23-04-2023 2002, q4 38-50 0-2 2
#> 473 473 2 50-60 1951 25-03-2023 2004, q3 2-14 2-10 2
#> 474 474 2 60-70 1942 08-10-2024 2008, q3 38-50 0-2 2
#> 475 475 1 40-50 1962 30-12-2021 2009, q2 38-50 2-10 2
#> 476 476 1 60-70 1932 11-03-2023 1995, q1 24-38 0-2 2
#> 477 477 1 20-30 1970 09-01-2023 1999, q2 14-24 0-2 2
#> 478 478 1 60-70 1926 29-07-2025 1996, q1 2-14 2-10 2
#> 479 479 1 60-70 1935 28-10-2022 2004, q2 38-50 2-10 1
#> 480 480 1 70-80 1925 10-11-2023 2001, q4 14-24 0-2 3
#> 481 481 2 60-70 1931 30-09-2021 1997, q3 24-38 0-2 2
#> 482 482 1 60-70 1937 06-03-2023 1999, q4 38-50 0-2 3
#> 483 483 1 50-60 1943 13-04-2024 2000, q4 38-50 0-2 2
#> 484 484 1 20-30 1977 23-11-2021 1999, q4 38-50 0-2 3
#> 485 485 1 60-70 1944 22-10-2025 2005, q3 24-38 0-2 2
#> 486 486 2 50-60 1934 18-10-2025 1991, q2 2-14 2-10 1
#> 487 487 2 70-80 1925 29-08-2025 1997, q2 14-24 0-2 2
#> 488 488 1 20-30 1980 03-08-2024 1999, q4 24-38 0-2 3
#> 489 489 1 10-20 1976 05-07-2024 1992, q4 38-50 2-10 2
#> 490 490 2 70-80 1923 29-08-2022 2002, q3 14-24 2-10 2
#> 491 491 1 60-70 1926 17-04-2023 1990, q2 2-14 0-2 2
#> 492 492 2 40-50 1956 07-11-2024 2004, q2 38-50 0-2 2
#> 493 493 1 70-80 1920 19-04-2024 1995, q2 24-38 0-2 4
#> 494 494 2 70-80 1926 25-02-2025 2002, q2 24-38 2-10 2
#> 495 495 2 20-30 1973 03-04-2024 1994, q1 2-14 0-2 3
#> 496 496 1 10-20 1972 03-11-2025 1991, q3 2-14 0-2 3
#> 497 497 1 20-30 1965 29-01-2023 1992, q1 38-50 0-2 3
#> 498 498 1 60-70 1931 11-08-2023 1998, q1 24-38 0-2 2
#> 499 499 2 60-70 1944 05-09-2021 2007, q3 24-38 0-2 4
#> 500 500 2 60-70 1942 21-11-2022 2008, q2 14-24 0-2 2
#> necrosis margins cd10 sox10 ck death_date recurrence_date metastasis_date
#> 1 NA 0 1 1 1 <NA> 2015-03-22 <NA>
#> 2 NA 0 0 0 NA <NA> <NA> <NA>
#> 3 0 1 NA NA 0 2017-09-02 <NA> <NA>
#> 4 1 0 0 0 0 2018-10-04 2011-12-31 <NA>
#> 5 NA 0 0 NA 0 <NA> <NA> <NA>
#> 6 1 1 1 1 0 <NA> <NA> <NA>
#> 7 0 1 0 1 0 <NA> 2012-08-30 <NA>
#> 8 1 0 0 0 NA 2018-05-09 2012-01-31 2011-10-13
#> 9 NA 1 1 1 0 <NA> 2014-02-16 <NA>
#> 10 NA 1 1 1 1 <NA> 2014-08-15 <NA>
#> 11 NA 0 NA 0 0 <NA> 2011-04-04 <NA>
#> 12 NA 0 1 1 NA 2018-10-15 2012-06-29 <NA>
#> 13 0 1 0 1 0 2020-03-28 2014-09-16 <NA>
#> 14 1 0 0 0 NA <NA> 2011-05-23 <NA>
#> 15 1 0 0 NA NA 2020-09-30 2014-01-06 <NA>
#> 16 0 0 0 0 NA <NA> <NA> 2012-04-11
#> 17 NA 1 NA 0 NA 2018-08-28 <NA> <NA>
#> 18 0 1 1 0 1 <NA> <NA> <NA>
#> 19 NA 0 NA 0 NA <NA> 2010-11-15 <NA>
#> 20 1 1 NA 1 NA <NA> 2010-08-13 <NA>
#> 21 1 1 0 0 1 <NA> <NA> 2012-04-13
#> 22 0 1 NA NA NA <NA> 2012-05-04 2014-03-30
#> 23 NA 0 NA 0 NA <NA> 2010-06-12 2014-10-10
#> 24 1 0 1 NA 0 2020-11-06 <NA> <NA>
#> 25 0 0 NA 1 NA 2020-05-29 <NA> <NA>
#> 26 0 0 1 1 0 <NA> <NA> <NA>
#> 27 NA 0 1 NA 1 2017-06-25 <NA> 2013-05-21
#> 28 1 0 NA 0 0 <NA> <NA> <NA>
#> 29 1 0 0 1 1 2019-02-19 <NA> <NA>
#> 30 NA 0 1 1 0 2018-07-01 2012-08-19 2014-02-27
#> 31 NA 1 NA 1 NA <NA> <NA> <NA>
#> 32 1 0 0 1 1 <NA> <NA> 2011-04-24
#> 33 NA 1 1 0 0 <NA> 2013-10-14 2014-06-21
#> 34 0 0 1 0 0 2017-06-14 2010-08-21 2013-09-08
#> 35 NA 0 1 0 1 <NA> 2015-02-10 2013-10-15
#> 36 NA 0 NA 0 0 2018-09-29 2015-01-24 2011-05-26
#> 37 0 1 1 0 1 2017-12-09 2012-09-02 <NA>
#> 38 1 0 1 0 1 2020-07-08 2011-01-23 <NA>
#> 39 0 1 NA 1 1 2020-10-02 <NA> <NA>
#> 40 0 1 1 1 NA 2019-05-16 2014-09-30 <NA>
#> 41 1 0 1 NA 0 <NA> <NA> <NA>
#> 42 NA 1 0 1 NA <NA> <NA> <NA>
#> 43 NA 1 0 NA 1 <NA> 2012-11-10 2011-08-18
#> 44 1 0 1 1 NA 2017-07-20 <NA> 2011-11-01
#> 45 NA 0 0 0 1 <NA> <NA> 2014-09-05
#> 46 1 0 1 NA 1 <NA> <NA> <NA>
#> 47 NA 1 NA 0 1 <NA> <NA> 2011-10-26
#> 48 0 0 1 NA 1 <NA> 2012-05-07 <NA>
#> 49 1 1 NA NA NA 2019-02-25 <NA> <NA>
#> 50 1 0 0 1 1 <NA> <NA> <NA>
#> 51 0 1 1 1 0 2018-04-29 <NA> <NA>
#> 52 0 1 NA 0 NA 2016-04-26 <NA> <NA>
#> 53 0 1 NA 1 0 2017-05-05 <NA> <NA>
#> 54 1 1 NA 0 0 2020-01-31 2012-01-03 <NA>
#> 55 NA 1 0 1 0 2020-08-29 <NA> <NA>
#> 56 1 1 1 0 0 2017-10-14 <NA> <NA>
#> 57 1 1 1 NA 1 <NA> <NA> <NA>
#> 58 NA 1 0 0 0 2020-08-28 2014-02-08 2013-04-18
#> 59 1 0 0 1 NA 2016-04-23 2014-08-09 <NA>
#> 60 NA 1 NA NA NA <NA> 2011-10-20 <NA>
#> 61 NA 0 NA 0 0 <NA> 2011-02-23 <NA>
#> 62 1 0 NA NA 0 <NA> 2013-11-11 2013-05-25
#> 63 1 1 0 0 0 <NA> 2010-11-17 <NA>
#> 64 0 1 1 NA 1 2017-05-19 <NA> 2014-07-11
#> 65 1 0 1 1 NA <NA> 2015-08-31 <NA>
#> 66 NA 0 0 0 1 2017-01-12 <NA> <NA>
#> 67 1 0 NA 1 1 <NA> 2010-08-28 2012-10-29
#> 68 NA 1 0 0 0 <NA> 2014-11-03 <NA>
#> 69 NA 0 1 0 1 2019-11-28 2012-06-14 <NA>
#> 70 0 1 1 0 NA <NA> 2015-03-15 <NA>
#> 71 NA 0 NA NA 1 <NA> 2011-06-14 <NA>
#> 72 1 1 NA 0 1 <NA> <NA> 2015-01-05
#> 73 1 0 NA 0 NA <NA> <NA> <NA>
#> 74 1 0 0 0 1 <NA> <NA> 2015-12-04
#> 75 1 1 0 1 1 <NA> 2014-03-28 <NA>
#> 76 0 1 NA 1 1 <NA> <NA> <NA>
#> 77 1 1 0 NA 0 2020-07-26 2010-03-01 2010-07-08
#> 78 0 0 0 0 NA 2017-01-01 2011-12-15 <NA>
#> 79 1 0 NA 1 0 <NA> 2014-11-14 <NA>
#> 80 1 0 1 NA 0 2020-04-25 <NA> <NA>
#> 81 NA 1 NA NA 1 <NA> <NA> <NA>
#> 82 NA 0 NA 0 1 <NA> <NA> 2014-05-22
#> 83 1 0 NA 0 1 <NA> <NA> <NA>
#> 84 0 1 1 0 1 <NA> <NA> <NA>
#> 85 1 0 0 NA 1 <NA> 2015-12-06 <NA>
#> 86 NA 1 NA NA 1 2017-01-15 2014-01-28 <NA>
#> 87 0 1 NA NA NA <NA> 2012-07-17 2011-06-28
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