Reduce claims data to possible large claims
reduce_data.RdThe original dataframe is reduced to possible large claims to save computing time in the next steps.
This is not yet a precise separation as the indexed columns are missing at this point.
This function resembles only step 1 of the data preparation process, see description in details of prepare_data()
Arguments
- claims_data
dataframe, see details of
prepare_data().- indices
dataframe, see details of
prepare_data().- threshold
numeric value to separate small from large claims, see details of
prepare_data().
Examples
# this example uses data provided with this package
reduce_data(minimal_claims_data_xmpl, indices_xmpl, threshold = 400000)
#> Claim_id Origin_year Calendar_year Cl_payment_cal Cl_reserve
#> 1 Claim#1 1976 1988 74818.22754 25347.5130
#> 2 Claim#1 1976 1989 10994.54132 25347.5130
#> 3 Claim#1 1976 1990 8253.98220 25347.5130
#> 4 Claim#1 1976 1991 1342.11132 25347.5130
#> 5 Claim#1 1976 1992 6148.26862 25347.5130
#> 6 Claim#1 1976 1993 574.60542 25347.5130
#> 7 Claim#1 1976 1994 11657.40136 25347.5130
#> 8 Claim#1 1976 1995 829.09283 25347.5130
#> 9 Claim#1 1976 1996 488.08952 24926.1285
#> 10 Claim#1 1976 1997 5302.95388 19271.6452
#> 11 Claim#1 1976 1998 815.22182 100456.0656
#> 12 Claim#1 1976 1999 339.30482 99985.1065
#> 13 Claim#1 1976 2000 77411.34212 31177.4905
#> 14 Claim#1 1976 2001 384.38303 30756.1061
#> 15 Claim#1 1976 2002 368.85309 30344.6366
#> 16 Claim#1 1976 2003 487.69172 29870.7030
#> 17 Claim#1 1976 2004 452.97321 29440.3952
#> 18 Claim#1 1976 2005 501.02662 28972.4106
#> 19 Claim#1 1976 2006 464.57064 28414.2001
#> 20 Claim#1 1976 2007 452.80804 27946.2155
#> 21 Claim#1 1976 2008 7356.75644 19298.4155
#> 22 Claim#1 1976 2009 0.00000 19298.4155
#> 23 Claim#1 1976 2010 0.00000 19298.4155
#> 24 Claim#1 1976 2011 0.00000 19298.4155
#> 25 Claim#1 1976 2012 0.00000 19298.4155
#> 26 Claim#1 1976 2013 0.00000 19298.4155
#> 27 Claim#1 1976 2014 0.00000 19298.4155
#> 28 Claim#1 1976 2015 0.00000 19298.4155
#> 29 Claim#1 1976 2016 0.00000 19298.4155
#> 30 Claim#1 1976 2017 0.00000 19298.4155
#> 31 Claim#1 1976 2018 0.00000 19298.4155
#> 32 Claim#1 1976 2019 0.00000 49574.6391
#> 33 Claim#1 1976 2020 0.00000 49574.6391
#> 34 Claim#1 1976 2021 0.00000 49574.6391
#> 35 Claim#1 1976 2022 0.00000 49574.6391
#> 36 Claim#1 1976 2023 0.00000 49574.6391
#> 37 Claim#4 1982 1988 459071.74452 250327.6488
#> 38 Claim#4 1982 1989 47281.39933 250327.6488
#> 39 Claim#4 1982 1990 880.35899 250327.6488
#> 40 Claim#4 1982 1991 46619.07120 250327.6488
#> 41 Claim#4 1982 1992 7391.29956 250327.6488
#> 42 Claim#4 1982 1993 8085.81188 250327.6488
#> 43 Claim#4 1982 1994 20504.50143 166885.8246
#> 44 Claim#4 1982 1995 10591.89088 152493.7881
#> 45 Claim#4 1982 1996 0.00000 152493.7881
#> 46 Claim#4 1982 1997 0.00000 152493.7881
#> 47 Claim#4 1982 1998 113462.79266 0.0000
#> 48 Claim#5 1984 1988 154112.66640 0.0000
#> 49 Claim#5 1984 1989 63171.04934 0.0000
#> 50 Claim#6 1985 1988 14930.75139 4795.9425
#> 51 Claim#6 1985 1989 1085.17193 4795.9425
#> 52 Claim#6 1985 1990 5645.97159 23979.7127
#> 53 Claim#6 1985 1991 0.00000 23979.7127
#> 54 Claim#6 1985 1992 0.00000 57550.3725
#> 55 Claim#6 1985 1993 4328.50122 47958.4874
#> 56 Claim#6 1985 1994 0.00000 47958.4874
#> 57 Claim#6 1985 1995 0.00000 47958.4874
#> 58 Claim#6 1985 1996 0.00000 47958.4874
#> 59 Claim#6 1985 1997 0.00000 47958.4874
#> 60 Claim#6 1985 1998 0.00000 47958.4874
#> 61 Claim#6 1985 1999 0.00000 239793.3751
#> 62 Claim#6 1985 2000 0.00000 239793.3751
#> 63 Claim#6 1985 2001 0.00000 239793.3751
#> 64 Claim#6 1985 2002 0.00000 239793.3751
#> 65 Claim#6 1985 2003 0.00000 239793.3751
#> 66 Claim#6 1985 2004 0.00000 239793.3751
#> 67 Claim#6 1985 2005 0.00000 239793.3751
#> 68 Claim#6 1985 2006 0.00000 239793.3751
#> 69 Claim#6 1985 2007 0.00000 239793.3751
#> 70 Claim#6 1985 2008 0.00000 239793.3751
#> 71 Claim#6 1985 2009 0.00000 239793.3751
#> 72 Claim#6 1985 2010 0.00000 239793.3751
#> 73 Claim#6 1985 2011 0.00000 239793.3751
#> 74 Claim#6 1985 2012 0.00000 239793.3751
#> 75 Claim#6 1985 2013 0.00000 239793.3751
#> 76 Claim#6 1985 2014 0.00000 239793.3751
#> 77 Claim#6 1985 2015 0.00000 239793.3751
#> 78 Claim#6 1985 2016 0.00000 239793.3751
#> 79 Claim#6 1985 2017 73954.91808 33077.2771
#> 80 Claim#6 1985 2018 0.00000 33077.2771
#> 81 Claim#6 1985 2019 0.00000 33077.2771
#> 82 Claim#10 1989 1989 27723.33481 41627.7654
#> 83 Claim#10 1989 1990 3562.17950 83255.5308
#> 84 Claim#10 1989 1991 476.60328 74930.6290
#> 85 Claim#10 1989 1992 1582.56257 74930.6290
#> 86 Claim#10 1989 1993 834.38355 74930.6290
#> 87 Claim#10 1989 1994 3396.17587 74930.6290
#> 88 Claim#10 1989 1995 27510.22188 51440.9723
#> 89 Claim#10 1989 1996 1597.74691 50192.8477
#> 90 Claim#10 1989 1997 27173.21487 83015.3502
#> 91 Claim#10 1989 1998 0.00000 83015.3502
#> 92 Claim#10 1989 1999 0.00000 83015.3502
#> 93 Claim#10 1989 2000 50817.87082 43368.4637
#> 94 Claim#10 1989 2001 0.00000 43368.4637
#> 95 Claim#10 1989 2002 0.00000 43368.4637
#> 96 Claim#10 1989 2003 0.00000 43368.4637
#> 97 Claim#10 1989 2004 0.00000 43368.4637
#> 98 Claim#10 1989 2005 0.00000 43368.4637
#> 99 Claim#10 1989 2006 0.00000 43368.4637
#> 100 Claim#10 1989 2007 0.00000 43368.4637
#> 101 Claim#10 1989 2008 0.00000 43368.4637
#> 102 Claim#10 1989 2009 0.00000 43368.4637
#> 103 Claim#10 1989 2010 0.00000 43368.4637
#> 104 Claim#10 1989 2011 0.00000 43368.4637
#> 105 Claim#10 1989 2012 18770.07288 23576.7731
#> 106 Claim#10 1989 2013 4745.00001 118320.2612
#> 107 Claim#10 1989 2014 167320.14251 16283.4264
#> 108 Claim#10 1989 2015 0.00000 16283.4264
#> 109 Claim#10 1989 2016 0.00000 16283.4264
#> 110 Claim#10 1989 2017 0.00000 16283.4264
#> 111 Claim#10 1989 2018 0.00000 16283.4264
#> 112 Claim#10 1989 2019 0.00000 16283.4264
#> 113 Claim#10 1989 2020 0.00000 16283.4264
#> 114 Claim#10 1989 2021 0.00000 16283.4264
#> 115 Claim#10 1989 2022 1840.90083 14396.9914
#> 116 Claim#10 1989 2023 0.00000 14396.9914
#> 117 Claim#13 1990 1990 15662.59994 239728.0056
#> 118 Claim#13 1990 1991 74056.30973 346274.5962
#> 119 Claim#13 1990 1992 87205.07678 239728.0056
#> 120 Claim#13 1990 1993 12714.46615 239728.0056
#> 121 Claim#13 1990 1994 8034.93740 239728.0056
#> 122 Claim#13 1990 1995 899.71696 239728.0056
#> 123 Claim#13 1990 1996 5913.43845 233588.9615
#> 124 Claim#13 1990 1997 6699.12009 224195.9739
#> 125 Claim#13 1990 1998 747.18531 202437.3761
#> 126 Claim#13 1990 1999 10021.61237 188059.8015
#> 127 Claim#13 1990 2000 9158.19674 179552.4533
#> 128 Claim#13 1990 2001 423.65566 179106.5078
#> 129 Claim#13 1990 2002 8245.81400 169367.5999
#> 130 Claim#13 1990 2003 344.63245 302028.0505
#> 131 Claim#13 1990 2004 9141.82922 249750.3181
#> 132 Claim#13 1990 2005 7493.26499 239743.6345
#> 133 Claim#13 1990 2006 9835.20073 229699.4415
#> 134 Claim#13 1990 2007 54163.43250 333417.1956
#> 135 Claim#13 1990 2008 15100.60063 316302.4742
#> 136 Claim#13 1990 2009 11219.22501 303531.5537
#> 137 Claim#13 1990 2010 1952.67950 300248.4362
#> 138 Claim#13 1990 2011 3512.94297 296537.0861
#> 139 Claim#13 1990 2012 29562.17384 253924.2846
#> 140 Claim#13 1990 2013 12046.37383 241712.8798
#> 141 Claim#13 1990 2014 29905.53968 211204.1645
#> 142 Claim#13 1990 2015 0.00000 211204.1645
#> 143 Claim#13 1990 2016 0.00000 211204.1645
#> 144 Claim#13 1990 2017 0.00000 211204.1645
#> 145 Claim#13 1990 2018 0.00000 125031.4484
#> 146 Claim#13 1990 2019 0.00000 125031.4484
#> 147 Claim#13 1990 2020 0.00000 125031.4484
#> 148 Claim#13 1990 2021 0.00000 125031.4484
#> 149 Claim#13 1990 2022 0.00000 125031.4484
#> 150 Claim#13 1990 2023 0.00000 114612.1610
#> 151 Claim#16 1993 1993 47901.86000 246654.9603
#> 152 Claim#16 1993 1994 222066.49472 318595.9569
#> 153 Claim#16 1993 1995 24208.01902 303407.1088
#> 154 Claim#16 1993 1996 32412.14068 273461.1745
#> 155 Claim#16 1993 1997 101757.26256 164090.3732
#> 156 Claim#16 1993 1998 0.00000 164090.3732
#> 157 Claim#16 1993 1999 0.00000 164090.3732
#> 158 Claim#16 1993 2000 0.00000 164090.3732
#> 159 Claim#16 1993 2001 0.00000 164090.3732
#> 160 Claim#16 1993 2002 0.00000 164090.3732
#> 161 Claim#16 1993 2003 0.00000 164090.3732
#> 162 Claim#16 1993 2004 5629.32132 0.0000
#> 163 Claim#17 1994 1994 0.00000 19185.7175
#> 164 Claim#17 1994 1995 19087.55857 38370.4970
#> 165 Claim#17 1994 1996 10688.47419 190036.3521
#> 166 Claim#17 1994 1997 24432.83314 164209.9298
#> 167 Claim#17 1994 1998 0.00000 23982.1469
#> 168 Claim#17 1994 1999 0.00000 23982.1469
#> 169 Claim#17 1994 2000 89.59402 23888.3384
#> 170 Claim#17 1994 2001 0.00000 23888.3384
#> 171 Claim#17 1994 2002 79.03382 23818.9201
#> 172 Claim#17 1994 2003 0.00000 23818.9201
#> 173 Claim#17 1994 2004 214.51231 23587.2131
#> 174 Claim#17 1994 2005 0.00000 23587.2131
#> 175 Claim#17 1994 2006 448.92760 23189.4650
#> 176 Claim#17 1994 2007 209.90955 22996.2194
#> 177 Claim#17 1994 2008 0.00000 22996.2194
#> 178 Claim#17 1994 2009 321.36999 22705.4130
#> 179 Claim#17 1994 2010 0.00000 22705.4130
#> 180 Claim#17 1994 2011 82.97936 22605.0379
#> 181 Claim#17 1994 2012 2630.62736 19790.7825
#> 182 Claim#17 1994 2013 0.00000 19790.7825
#> 183 Claim#17 1994 2014 0.00000 19790.7825
#> 184 Claim#17 1994 2015 0.00000 19790.7825
#> 185 Claim#17 1994 2016 0.00000 19790.7825
#> 186 Claim#17 1994 2017 0.00000 19790.7825
#> 187 Claim#17 1994 2018 0.00000 19790.7825
#> 188 Claim#17 1994 2019 0.00000 19790.7825
#> 189 Claim#17 1994 2020 0.00000 19790.7825
#> 190 Claim#17 1994 2021 0.00000 19790.7825
#> 191 Claim#21 1996 1996 311.97025 138323.9022
#> 192 Claim#21 1996 1997 22932.77509 193923.7846
#> 193 Claim#21 1996 1998 19332.74087 108267.1332
#> 194 Claim#21 1996 1999 16534.81474 90980.8388
#> 195 Claim#21 1996 2000 0.00000 90980.8388
#> 196 Claim#21 1996 2001 0.00000 90980.8388
#> 197 Claim#21 1996 2002 0.00000 90980.8388
#> 198 Claim#21 1996 2003 0.00000 90980.8388
#> 199 Claim#21 1996 2004 0.00000 90980.8388
#> 200 Claim#21 1996 2005 0.00000 90980.8388
#> 201 Claim#21 1996 2006 0.00000 90980.8388
#> 202 Claim#22 1996 1996 5718.35528 27760.7665
#> 203 Claim#22 1996 1997 47157.58670 188796.9134
#> 204 Claim#22 1996 1998 43129.15144 151868.0566
#> 205 Claim#22 1996 1999 27089.34746 544733.9169
#> 206 Claim#22 1996 2000 74668.48781 472164.3626
#> 207 Claim#22 1996 2001 6433.72349 466744.6779
#> 208 Claim#22 1996 2002 6092.30408 461739.7691
#> 209 Claim#22 1996 2003 7356.86764 456346.8703
#> 210 Claim#22 1996 2004 7472.91845 64935.5667
#> 211 Claim#22 1996 2005 333.19867 64649.8502
#> 212 Claim#22 1996 2006 10562.94010 56220.4019
#> 213 Claim#22 1996 2007 0.00000 56220.4019
#> 214 Claim#22 1996 2008 126.34484 52760.1479
#> 215 Claim#22 1996 2009 1955.60207 51081.5635
#> 216 Claim#22 1996 2010 1773.97313 49722.7868
#> 217 Claim#22 1996 2011 0.00000 49722.7868
#> 218 Claim#22 1996 2012 3010.16852 47441.9250
#> 219 Claim#22 1996 2013 0.00000 47441.9250
#> 220 Claim#22 1996 2014 0.00000 47441.9250
#> 221 Claim#22 1996 2015 0.00000 47441.9250
#> 222 Claim#22 1996 2016 160.70385 47256.0470
#> 223 Claim#22 1996 2017 0.00000 47256.0470
#> 224 Claim#22 1996 2018 9550.86714 98306.7661
#> 225 Claim#22 1996 2019 0.00000 98306.7661
#> 226 Claim#22 1996 2020 3193.17088 44643.2021
#> 227 Claim#22 1996 2021 -1539.31011 89286.4042
#> 228 Claim#22 1996 2022 0.00000 89286.4042
#> 229 Claim#22 1996 2023 0.00000 89286.4042
#> 230 Claim#32 2000 2000 0.00000 4546.2556
#> 231 Claim#32 2000 2001 1448.18234 227309.2255
#> 232 Claim#32 2000 2002 0.00000 227309.2255
#> 233 Claim#32 2000 2003 0.00000 227309.2255
#> 234 Claim#32 2000 2004 0.00000 355662.4794
#> 235 Claim#32 2000 2005 0.00000 355662.4794
#> 236 Claim#32 2000 2006 126529.83392 168939.6777
#> 237 Claim#32 2000 2007 0.00000 168939.6777
#> 238 Claim#32 2000 2008 43106.35880 88559.9574
#> 239 Claim#32 2000 2009 0.00000 88559.9574
#> 240 Claim#32 2000 2010 17030.01717 168429.3021
#> 241 Claim#32 2000 2011 0.00000 168429.3021
#> 242 Claim#32 2000 2012 0.00000 168429.3021
#> 243 Claim#32 2000 2013 36680.40487 143570.2731
#> 244 Claim#32 2000 2014 0.00000 143570.2731
#> 245 Claim#32 2000 2015 30590.72319 133373.4298
#> 246 Claim#32 2000 2016 0.00000 133373.4298
#> 247 Claim#32 2000 2017 0.00000 133373.4298
#> 248 Claim#32 2000 2018 30178.79542 106025.6526
#> 249 Claim#32 2000 2019 0.00000 106025.6526
#> 250 Claim#32 2000 2020 16986.11182 85263.8553
#> 251 Claim#32 2000 2021 0.00000 85263.8553
#> 252 Claim#32 2000 2022 0.00000 167161.3653
#> 253 Claim#32 2000 2023 19131.28061 145280.1204
#> 254 Claim#33 2000 2000 4924.90251 27953.7757
#> 255 Claim#33 2000 2001 -276.08858 216136.4112
#> 256 Claim#33 2000 2002 195.23654 213251.9865
#> 257 Claim#33 2000 2003 -182.32709 212977.4885
#> 258 Claim#33 2000 2004 642.47191 212227.5600
#> 259 Claim#33 2000 2005 4770.92726 207065.9001
#> 260 Claim#33 2000 2006 802.25160 205865.7950
#> 261 Claim#33 2000 2007 778.53974 205042.3010
#> 262 Claim#33 2000 2008 0.00000 205042.3010
#> 263 Claim#33 2000 2009 0.00000 205042.3010
#> 264 Claim#33 2000 2010 0.00000 205042.3010
#> 265 Claim#33 2000 2011 0.00000 205042.3010
#> 266 Claim#33 2000 2012 0.00000 205042.3010
#> 267 Claim#33 2000 2013 0.00000 205042.3010
#> 268 Claim#33 2000 2014 0.00000 54899.5949
#> 269 Claim#33 2000 2015 0.00000 54899.5949
#> 270 Claim#33 2000 2016 0.00000 54899.5949
#> 271 Claim#33 2000 2017 0.00000 54899.5949
#> 272 Claim#33 2000 2018 0.00000 54899.5949
#> 273 Claim#33 2000 2019 0.00000 54899.5949
#> 274 Claim#33 2000 2020 0.00000 54899.5949
#> 275 Claim#33 2000 2021 0.00000 54899.5949
#> 276 Claim#33 2000 2022 0.00000 54899.5949
#> 277 Claim#33 2000 2023 0.00000 54899.5949
#> 278 Claim#34 2002 2002 10856.16880 34429.2432
#> 279 Claim#34 2002 2003 16112.95537 194378.2511
#> 280 Claim#34 2002 2004 13390.92644 177933.8163
#> 281 Claim#34 2002 2005 1518.76166 176387.4122
#> 282 Claim#34 2002 2006 16420.64988 160045.4967
#> 283 Claim#34 2002 2007 36714.71715 124710.8102
#> 284 Claim#34 2002 2008 66224.17118 69041.1258
#> 285 Claim#34 2002 2009 14336.80657 55779.0957
#> 286 Claim#34 2002 2010 -509.02124 53580.5313
#> 287 Claim#34 2002 2011 0.00000 53580.5313
#> 288 Claim#34 2002 2012 100.58542 53373.7697
#> 289 Claim#34 2002 2013 0.00000 53373.7697
#> 290 Claim#34 2002 2014 0.00000 53373.7697
#> 291 Claim#34 2002 2015 0.00000 53373.7697
#> 292 Claim#34 2002 2016 16567.39382 40451.1732
#> 293 Claim#34 2002 2017 0.00000 40451.1732
#> 294 Claim#34 2002 2018 0.00000 40451.1732
#> 295 Claim#34 2002 2019 0.00000 40451.1732
#> 296 Claim#34 2002 2020 0.00000 40451.1732
#> 297 Claim#34 2002 2021 0.00000 40451.1732
#> 298 Claim#34 2002 2022 0.00000 40451.1732
#> 299 Claim#34 2002 2023 0.00000 40451.1732
#> 300 Claim#37 2003 2003 9188.94986 378890.6870
#> 301 Claim#37 2003 2004 82453.99168 308802.8943
#> 302 Claim#37 2003 2005 47734.76703 267282.3974
#> 303 Claim#37 2003 2006 118313.41142 229324.6223
#> 304 Claim#37 2003 2007 856.20373 228269.0010
#> 305 Claim#37 2003 2008 0.00000 228269.0010
#> 306 Claim#37 2003 2009 0.00000 309406.2364
#> 307 Claim#37 2003 2010 659.89887 308563.5595
#> 308 Claim#37 2003 2011 138046.78285 182003.6685
#> 309 Claim#37 2003 2012 0.00000 182003.6685
#> 310 Claim#37 2003 2013 0.00000 182003.6685
#> 311 Claim#37 2003 2014 0.00000 182003.6685
#> 312 Claim#37 2003 2015 0.00000 9100.1834
#> 313 Claim#37 2003 2016 0.00000 9100.1834
#> 314 Claim#37 2003 2017 0.00000 9100.1834
#> 315 Claim#37 2003 2018 0.00000 9100.1834
#> 316 Claim#37 2003 2019 0.00000 9100.1834
#> 317 Claim#39 2004 2004 22018.14978 214069.7330
#> 318 Claim#39 2004 2005 38067.22907 169316.5330
#> 319 Claim#39 2004 2006 25625.90038 87861.4628
#> 320 Claim#39 2004 2007 7650.65324 0.0000
#> 321 Claim#40 2004 2004 0.00000 5554.7808
#> 322 Claim#40 2004 2005 0.00000 5554.7808
#> 323 Claim#40 2004 2006 4481.08859 55547.8076
#> 324 Claim#40 2004 2007 11659.97878 98766.2238
#> 325 Claim#40 2004 2008 13567.04596 186085.1553
#> 326 Claim#40 2004 2009 114101.51871 69138.1342
#> 327 Claim#40 2004 2010 1930.61214 67071.7557
#> 328 Claim#40 2004 2011 1784.73043 65044.2607
#> 329 Claim#40 2004 2012 2064.34206 62964.5508
#> 330 Claim#40 2004 2013 1703.49188 60799.2973
#> 331 Claim#40 2004 2014 2206.43983 58634.0437
#> 332 Claim#40 2004 2015 1989.85468 56365.4713
#> 333 Claim#40 2004 2016 2225.78129 53998.0237
#> 334 Claim#40 2004 2017 4016.36697 49687.5139
#> 335 Claim#40 2004 2018 4118.12717 62440.1795
#> 336 Claim#40 2004 2019 4246.85887 58124.1149
#> 337 Claim#40 2004 2020 4224.54983 53512.5359
#> 338 Claim#40 2004 2021 3821.89455 48768.7531
#> 339 Claim#40 2004 2022 3952.18147 43573.9222
#> 340 Claim#40 2004 2023 4631.47926 38130.2370
#> 341 Claim#41 2005 2005 0.00000 11137.5470
#> 342 Claim#41 2005 2006 124406.73945 667091.1755
#> 343 Claim#41 2005 2007 110597.31166 526617.7498
#> 344 Claim#41 2005 2008 67554.30833 812643.3226
#> 345 Claim#41 2005 2009 40108.60149 769738.1502
#> 346 Claim#41 2005 2010 0.00000 769738.1502
#> 347 Claim#41 2005 2011 67504.31301 694421.6021
#> 348 Claim#41 2005 2012 4857.09076 0.0000
#> 349 Claim#43 2006 2007 157068.32116 530498.1165
#> 350 Claim#43 2006 2008 158661.76773 391067.3085
#> 351 Claim#43 2006 2009 64912.80964 335066.4559
#> 352 Claim#43 2006 2010 32140.96035 301030.8779
#> 353 Claim#43 2006 2011 24380.25210 276512.5763
#> 354 Claim#43 2006 2012 59815.29072 228138.1347
#> 355 Claim#43 2006 2013 31598.12503 198664.3792
#> 356 Claim#43 2006 2014 29748.03120 307779.9847
#> 357 Claim#43 2006 2015 41539.87579 276862.3825
#> 358 Claim#43 2006 2016 24742.13854 257536.1918
#> 359 Claim#43 2006 2017 47703.16051 219210.5087
#> 360 Claim#43 2006 2018 76169.25544 154734.6267
#> 361 Claim#43 2006 2019 65647.42382 105533.0808
#> 362 Claim#43 2006 2020 34324.94020 79178.0979
#> 363 Claim#43 2006 2021 41322.95106 219008.1152
#> 364 Claim#43 2006 2022 30500.22110 194535.2327
#> 365 Claim#43 2006 2023 112133.08492 240134.3333
#> 366 Claim#44 2006 2006 18503.07736 193098.5685
#> 367 Claim#44 2006 2007 91188.28066 1152198.2091
#> 368 Claim#44 2006 2008 28168.99576 1115369.0781
#> 369 Claim#44 2006 2009 19079.97029 1089706.7844
#> 370 Claim#44 2006 2010 50403.02922 1028570.8909
#> 371 Claim#44 2006 2011 69888.45496 935281.1786
#> 372 Claim#44 2006 2012 540.60046 934577.4514
#> 373 Claim#44 2006 2013 11878.79053 917686.8918
#> 374 Claim#44 2006 2014 0.00000 917686.8918
#> 375 Claim#44 2006 2015 0.00000 917686.8918
#> 376 Claim#44 2006 2016 10193.66856 906220.6666
#> 377 Claim#44 2006 2017 0.00000 906220.6666
#> 378 Claim#44 2006 2018 0.00000 758418.0515
#> 379 Claim#44 2006 2019 0.00000 758328.5665
#> 380 Claim#44 2006 2020 0.00000 758328.5665
#> 381 Claim#44 2006 2021 0.00000 751913.2693
#> 382 Claim#44 2006 2022 195.16353 514406.9682
#> 383 Claim#44 2006 2023 0.00000 514406.9682
#> 384 Claim#45 2006 2006 21419.64474 409778.6991
#> 385 Claim#45 2006 2007 54425.13879 359521.1660
#> 386 Claim#45 2006 2008 41437.47738 322585.6292
#> 387 Claim#45 2006 2009 16047.04291 359943.6035
#> 388 Claim#45 2006 2010 9681.84566 348902.9488
#> 389 Claim#45 2006 2011 6515.84240 341489.7076
#> 390 Claim#45 2006 2012 89984.36069 327030.1730
#> 391 Claim#45 2006 2013 19660.75457 305233.4718
#> 392 Claim#45 2006 2014 0.00000 305233.4718
#> 393 Claim#45 2006 2015 0.00000 305233.4718
#> 394 Claim#45 2006 2016 149.19151 305104.5925
#> 395 Claim#45 2006 2017 0.00000 305104.5925
#> 396 Claim#45 2006 2018 14825.69038 291679.6718
#> 397 Claim#45 2006 2019 0.00000 291679.6718
#> 398 Claim#45 2006 2020 0.00000 291679.6718
#> 399 Claim#45 2006 2021 0.00000 268498.4138
#> 400 Claim#45 2006 2022 0.00000 268498.4138
#> 401 Claim#45 2006 2023 179.72730 268343.5797
#> 402 Claim#46 2008 2008 2378.65805 63354.2429
#> 403 Claim#46 2008 2009 21081.01239 43423.0115
#> 404 Claim#46 2008 2010 18553.44607 29510.8537
#> 405 Claim#46 2008 2011 2353.34572 27781.5462
#> 406 Claim#46 2008 2012 3002.41631 219806.6754
#> 407 Claim#46 2008 2013 1433.22268 218850.7804
#> 408 Claim#46 2008 2014 2661.67244 216318.8346
#> 409 Claim#46 2008 2015 6065.19502 212294.9513
#> 410 Claim#46 2008 2016 93.94696 212230.7973
#> 411 Claim#46 2008 2017 0.00000 212230.7973
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