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SOA-eda-summary.txt
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SOA-eda-summary.txt
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> str(X2009_15_Data_20180601)
Classes ‘tbl_df’, ‘tbl’ and 'data.frame': 30631099 obs. of 32 variables:
$ Observation Year : int 2009 2009 2009 2009 2009 2009 2009 2009 2009 2009 ...
$ Common Company Indicator 57 : int 1 1 1 1 1 1 1 1 1 1 ...
$ Preferred Indicator : int 1 1 1 1 1 1 1 1 1 1 ...
$ Gender : chr "Female" "Female" "Female" "Female" ...
$ Smoker Status : chr "NonSmoker" "NonSmoker" "NonSmoker" "NonSmoker" ...
$ Insurance Plan : chr "Term" "ULSG" "Term" "ULSG" ...
$ Issue Age : int 44 40 44 40 40 40 44 40 40 40 ...
$ Duration : int 9 2 9 2 2 2 9 2 2 2 ...
$ Attained Age : int 52 41 52 41 41 41 52 41 41 41 ...
$ Age Basis : int 0 0 0 0 0 0 0 0 1 1 ...
$ Face Amount Band : chr "100000-249999" "1000000-2499999" "100000-249999" "1000000-2499999" ...
$ Issue Year : int 2000 2008 2000 2008 2007 2008 2000 2008 2007 2008 ...
$ Number of Preferred Classes : int 2 4 2 4 3 4 2 4 3 3 ...
$ Preferred Class : int 1 2 2 4 3 3 2 3 3 3 ...
$ SOA Anticipated Level Term Period : chr "Unknown" "N/A (Not Term)" "Unknown" "N/A (Not Term)" ...
$ SOA Guaranteed Level Term Period : chr "Unknown" "N/A (Not Term)" "5 yr guaranteed" "N/A (Not Term)" ...
$ SOA Post level term indicator : chr "Unknown Level Term Period" "N/A (Not Term)" "Post Level Term" "N/A (Not Term)" ...
$ Select_Ultimate_Indicator : chr "Select" "Select" "Select" "Select" ...
$ Number of Deaths : int 0 0 0 0 0 0 0 0 0 0 ...
$ Death Claim Amount : num 0 0 0 0 0 0 0 0 0 0 ...
$ Policies Exposed : num 2.66 0.364 20.324 0.871 0.173 ...
$ Amount Exposed : num 305327 364384 2742586 871233 517809 ...
$ Expected Death QX7580E by Amount : num 980 292 8804 697 414 ...
$ Expected Death QX2001VBT by Amount : num 666 128 5979 305 181 ...
$ Expected Death QX2008VBT by Amount : num 409.1 98.4 3675.1 235.2 139.8 ...
$ Expected Death QX2008VBTLU by Amount: num 733 200 6582 479 285 ...
$ Expected Death QX2015VBT by Amount : num 332.8 76.5 2989.4 183 108.7 ...
$ Expected Death QX7580E by Policy : num 0.008539 0.000292 0.06524 0.000697 0.000138 ...
$ Expected Death QX2001VBT by Policy : num 5.80e-03 1.28e-04 4.43e-02 3.05e-04 6.04e-05 ...
$ Expected Death QX2008VBT by Policy : num 3.56e-03 9.84e-05 2.72e-02 2.35e-04 4.66e-05 ...
$ Expected Death QX2008VBTLU by Policy: num 6.38e-03 2.00e-04 4.88e-02 4.79e-04 9.49e-05 ...
$ Expected Death QX2015VBT by Policy : num 2.90e-03 7.65e-05 2.22e-02 1.83e-04 3.62e-05 ...
- attr(*, "spec")=List of 2
..$ cols :List of 32
.. ..$ Observation Year : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Common Company Indicator 57 : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Preferred Indicator : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Gender : list()
.. .. ..- attr(*, "class")= chr "collector_character" "collector"
.. ..$ Smoker Status : list()
.. .. ..- attr(*, "class")= chr "collector_character" "collector"
.. ..$ Insurance Plan : list()
.. .. ..- attr(*, "class")= chr "collector_character" "collector"
.. ..$ Issue Age : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Duration : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Attained Age : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Age Basis : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Face Amount Band : list()
.. .. ..- attr(*, "class")= chr "collector_character" "collector"
.. ..$ Issue Year : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Number of Preferred Classes : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Preferred Class : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ SOA Anticipated Level Term Period : list()
.. .. ..- attr(*, "class")= chr "collector_character" "collector"
.. ..$ SOA Guaranteed Level Term Period : list()
.. .. ..- attr(*, "class")= chr "collector_character" "collector"
.. ..$ SOA Post level term indicator : list()
.. .. ..- attr(*, "class")= chr "collector_character" "collector"
.. ..$ Select_Ultimate_Indicator : list()
.. .. ..- attr(*, "class")= chr "collector_character" "collector"
.. ..$ Number of Deaths : list()
.. .. ..- attr(*, "class")= chr "collector_integer" "collector"
.. ..$ Death Claim Amount : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Policies Exposed : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Amount Exposed : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX7580E by Amount : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX2001VBT by Amount : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX2008VBT by Amount : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX2008VBTLU by Amount: list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX2015VBT by Amount : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX7580E by Policy : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX2001VBT by Policy : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX2008VBT by Policy : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX2008VBTLU by Policy: list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
.. ..$ Expected Death QX2015VBT by Policy : list()
.. .. ..- attr(*, "class")= chr "collector_double" "collector"
..$ default: list()
.. ..- attr(*, "class")= chr "collector_guess" "collector"
..- attr(*, "class")= chr "col_spec"
> summary(X2009_15_Data_20180601)
Observation Year Common Company Indicator 57 Preferred Indicator Gender
Min. :2009 Min. :0.000 Min. :0.0000 Length:30631099
1st Qu.:2011 1st Qu.:1.000 1st Qu.:0.0000 Class :character
Median :2013 Median :1.000 Median :1.0000 Mode :character
Mean :2012 Mean :0.928 Mean :0.6386
3rd Qu.:2014 3rd Qu.:1.000 3rd Qu.:1.0000
Max. :2015 Max. :1.000 Max. :1.0000
Smoker Status Insurance Plan Issue Age Duration Attained Age
Length:30631099 Length:30631099 Min. : 0.00 Min. : 1.00 Min. : 0.00
Class :character Class :character 1st Qu.:29.00 1st Qu.: 5.00 1st Qu.: 39.00
Mode :character Mode :character Median :40.00 Median : 10.00 Median : 52.00
Mean :40.36 Mean : 12.43 Mean : 51.79
3rd Qu.:52.00 3rd Qu.: 17.00 3rd Qu.: 64.00
Max. :99.00 Max. :107.00 Max. :120.00
Age Basis Face Amount Band Issue Year Number of Preferred Classes Preferred Class
Min. :0.0000 Length:30631099 Min. :1906 Min. :2 Min. :1
1st Qu.:0.0000 Class :character 1st Qu.:1996 1st Qu.:2 1st Qu.:1
Median :0.0000 Mode :character Median :2003 Median :3 Median :2
Mean :0.4156 Mean :2001 Mean :3 Mean :2
3rd Qu.:1.0000 3rd Qu.:2008 3rd Qu.:3 3rd Qu.:2
Max. :1.0000 Max. :2015 Max. :4 Max. :4
NA's :11069266 NA's :11069266
SOA Anticipated Level Term Period SOA Guaranteed Level Term Period SOA Post level term indicator
Length:30631099 Length:30631099 Length:30631099
Class :character Class :character Class :character
Mode :character Mode :character Mode :character
Select_Ultimate_Indicator Number of Deaths Death Claim Amount Policies Exposed
Length:30631099 Min. : 0.0000 Min. : 0 Min. : 0.000
Class :character 1st Qu.: 0.0000 1st Qu.: 0 1st Qu.: 0.679
Mode :character Median : 0.0000 Median : 0 Median : 1.667
Mean : 0.1124 Mean : 5856 Mean : 11.508
3rd Qu.: 0.0000 3rd Qu.: 0 3rd Qu.: 6.060
Max. :265.0000 Max. :60000000 Max. :14238.956
Amount Exposed Expected Death QX7580E by Amount Expected Death QX2001VBT by Amount
Min. : 0 Min. : 0 Min. : 0
1st Qu.: 68493 1st Qu.: 224 1st Qu.: 176
Median : 326502 Median : 1254 Median : 991
Mean : 2321010 Mean : 12967 Mean : 9596
3rd Qu.: 1424658 3rd Qu.: 6516 3rd Qu.: 4929
Max. :923529987 Max. :10766910 Max. :9573841
Expected Death QX2008VBT by Amount Expected Death QX2008VBTLU by Amount
Min. : 0 Min. : 0
1st Qu.: 129 1st Qu.: 203
Median : 714 Median : 1110
Mean : 7207 Mean : 10072
3rd Qu.: 3508 3rd Qu.: 5414
Max. :7976699 Max. :8071363
Expected Death QX2015VBT by Amount Expected Death QX7580E by Policy
Min. : 0 Min. : 0.0000
1st Qu.: 111 1st Qu.: 0.0017
Median : 614 Median : 0.0073
Mean : 6161 Mean : 0.1682
3rd Qu.: 3007 3rd Qu.: 0.0335
Max. :7742218 Max. :329.4730
Expected Death QX2001VBT by Policy Expected Death QX2008VBT by Policy
Min. : 0.00000 Min. : 0.00000
1st Qu.: 0.00124 1st Qu.: 0.00089
Median : 0.00573 Median : 0.00406
Mean : 0.13876 Mean : 0.11536
3rd Qu.: 0.02676 3rd Qu.: 0.01944
Max. :307.53667 Max. :258.69628
Expected Death QX2008VBTLU by Policy Expected Death QX2015VBT by Policy
Min. : 0.00000 Min. : 0.00000
1st Qu.: 0.00147 1st Qu.: 0.00077
Median : 0.00640 Median : 0.00347
Mean : 0.13856 Mean : 0.10345
3rd Qu.: 0.02854 3rd Qu.: 0.01674
Max. :273.58023 Max. :252.96868
> str(data2)
Classes ‘tbl_df’, ‘tbl’ and 'data.frame': 30631099 obs. of 32 variables:
$ Observation Year : int 2009 2009 2009 2009 2009 2009 2009 2009 2009 2009 ...
$ Common Company Indicator 57 : int 1 1 1 1 1 1 1 1 1 1 ...
$ Preferred Indicator : int 1 1 1 1 1 1 1 1 1 1 ...
$ Gender : Factor w/ 2 levels "Female","Male": 1 1 1 1 1 1 1 1 1 1 ...
$ Smoker Status : Factor w/ 3 levels "NonSmoker","Smoker",..: 1 1 1 1 1 1 1 1 1 1 ...
$ Insurance Plan : Factor w/ 7 levels "Other","Perm",..: 3 5 3 5 5 5 3 5 5 5 ...
$ Issue Age : int 44 40 44 40 40 40 44 40 40 40 ...
$ Duration : int 9 2 9 2 2 2 9 2 2 2 ...
$ Attained Age : int 52 41 52 41 41 41 52 41 41 41 ...
$ Age Basis : int 0 0 0 0 0 0 0 0 1 1 ...
$ Face Amount Band : Factor w/ 11 levels "1-9999","10000-24999",..: 3 4 3 4 8 8 3 5 6 6 ...
$ Issue Year : int 2000 2008 2000 2008 2007 2008 2000 2008 2007 2008 ...
$ Number of Preferred Classes : int 2 4 2 4 3 4 2 4 3 3 ...
$ Preferred Class : int 1 2 2 4 3 3 2 3 3 3 ...
$ SOA Anticipated Level Term Period : Factor w/ 9 levels "10 yr anticipated",..: 9 7 9 7 7 7 9 7 7 7 ...
$ SOA Guaranteed Level Term Period : Factor w/ 9 levels "10 yr guaranteed",..: 9 7 6 7 7 7 1 7 7 7 ...
$ SOA Post level term indicator : Factor w/ 5 levels "N/A (Not Term)",..: 4 1 3 1 1 1 5 1 1 1 ...
$ Select_Ultimate_Indicator : Factor w/ 2 levels "Select","Ultimate": 1 1 1 1 1 1 1 1 1 1 ...
$ Number of Deaths : int 0 0 0 0 0 0 0 0 0 0 ...
$ Death Claim Amount : num 0 0 0 0 0 0 0 0 0 0 ...
$ Policies Exposed : num 2.66 0.364 20.324 0.871 0.173 ...
$ Amount Exposed : num 305327 364384 2742586 871233 517809 ...
$ Expected Death QX7580E by Amount : num 980 292 8804 697 414 ...
$ Expected Death QX2001VBT by Amount : num 666 128 5979 305 181 ...
$ Expected Death QX2008VBT by Amount : num 409.1 98.4 3675.1 235.2 139.8 ...
$ Expected Death QX2008VBTLU by Amount: num 733 200 6582 479 285 ...
$ Expected Death QX2015VBT by Amount : num 332.8 76.5 2989.4 183 108.7 ...
$ Expected Death QX7580E by Policy : num 0.008539 0.000292 0.06524 0.000697 0.000138 ...
$ Expected Death QX2001VBT by Policy : num 5.80e-03 1.28e-04 4.43e-02 3.05e-04 6.04e-05 ...
$ Expected Death QX2008VBT by Policy : num 3.56e-03 9.84e-05 2.72e-02 2.35e-04 4.66e-05 ...
$ Expected Death QX2008VBTLU by Policy: num 6.38e-03 2.00e-04 4.88e-02 4.79e-04 9.49e-05 ...
$ Expected Death QX2015VBT by Policy : num 2.90e-03 7.65e-05 2.22e-02 1.83e-04 3.62e-05 ...
> summary(data2)
Observation Year Common Company Indicator 57 Preferred Indicator Gender
Min. :2009 Min. :0.000 Min. :0.0000 Female:14117215
1st Qu.:2011 1st Qu.:1.000 1st Qu.:0.0000 Male :16513884
Median :2013 Median :1.000 Median :1.0000
Mean :2012 Mean :0.928 Mean :0.6386
3rd Qu.:2014 3rd Qu.:1.000 3rd Qu.:1.0000
Max. :2015 Max. :1.000 Max. :1.0000
Smoker Status Insurance Plan Issue Age Duration Attained Age
NonSmoker:21826433 Other: 236870 Min. : 0.00 Min. : 1.00 Min. : 0.00
Smoker : 6084338 Perm : 5391279 1st Qu.:29.00 1st Qu.: 5.00 1st Qu.: 39.00
Unknown : 2720328 Term :13802908 Median :40.00 Median : 10.00 Median : 52.00
UL : 4488653 Mean :40.36 Mean : 12.43 Mean : 51.79
ULSG : 2668447 3rd Qu.:52.00 3rd Qu.: 17.00 3rd Qu.: 64.00
VL : 2570343 Max. :99.00 Max. :107.00 Max. :120.00
VLSG : 1472599
Age Basis Face Amount Band Issue Year Number of Preferred Classes
Min. :0.0000 100000-249999 :6990396 Min. :1906 Min. :2
1st Qu.:0.0000 250000-499999 :5118305 1st Qu.:1996 1st Qu.:2
Median :0.0000 50000-99999 :4421158 Median :2003 Median :3
Mean :0.4156 500000-999999 :3785924 Mean :2001 Mean :3
3rd Qu.:1.0000 25000-49999 :3040626 3rd Qu.:2008 3rd Qu.:3
Max. :1.0000 1000000-2499999:2719486 Max. :2015 Max. :4
(Other) :4555204 NA's :11069266
Preferred Class SOA Anticipated Level Term Period SOA Guaranteed Level Term Period
Min. :1 N/A (Not Term) :16828191 N/A (Not Term) :16828191
1st Qu.:1 Unknown : 5655138 20 yr guaranteed: 3096469
Median :2 20 yr anticipated: 2323296 10 yr guaranteed: 3071930
Mean :2 10 yr anticipated: 1755502 15 yr guaranteed: 2170761
3rd Qu.:2 15 yr anticipated: 1490717 Unknown : 2079337
Max. :4 30 yr anticipated: 1077953 30 yr guaranteed: 1280182
NA's :11069266 (Other) : 1500302 (Other) : 2104229
SOA Post level term indicator Select_Ultimate_Indicator Number of Deaths
N/A (Not Term) :16828191 Select :26236931 Min. : 0.0000
Not Level Term : 584787 Ultimate: 4394168 1st Qu.: 0.0000
Post Level Term : 1929331 Median : 0.0000
Unknown Level Term Period: 2079337 Mean : 0.1124
Within Level Term : 9209453 3rd Qu.: 0.0000
Max. :265.0000
Death Claim Amount Policies Exposed Amount Exposed Expected Death QX7580E by Amount
Min. : 0 Min. : 0.000 Min. : 0 Min. : 0
1st Qu.: 0 1st Qu.: 0.679 1st Qu.: 68493 1st Qu.: 224
Median : 0 Median : 1.667 Median : 326502 Median : 1254
Mean : 5856 Mean : 11.508 Mean : 2321010 Mean : 12967
3rd Qu.: 0 3rd Qu.: 6.060 3rd Qu.: 1424658 3rd Qu.: 6516
Max. :60000000 Max. :14238.956 Max. :923529987 Max. :10766910
Expected Death QX2001VBT by Amount Expected Death QX2008VBT by Amount
Min. : 0 Min. : 0
1st Qu.: 176 1st Qu.: 129
Median : 991 Median : 714
Mean : 9596 Mean : 7207
3rd Qu.: 4929 3rd Qu.: 3508
Max. :9573841 Max. :7976699
Expected Death QX2008VBTLU by Amount Expected Death QX2015VBT by Amount
Min. : 0 Min. : 0
1st Qu.: 203 1st Qu.: 111
Median : 1110 Median : 614
Mean : 10072 Mean : 6161
3rd Qu.: 5414 3rd Qu.: 3007
Max. :8071363 Max. :7742218
Expected Death QX7580E by Policy Expected Death QX2001VBT by Policy
Min. : 0.0000 Min. : 0.00000
1st Qu.: 0.0017 1st Qu.: 0.00124
Median : 0.0073 Median : 0.00573
Mean : 0.1682 Mean : 0.13876
3rd Qu.: 0.0335 3rd Qu.: 0.02676
Max. :329.4730 Max. :307.53667
Expected Death QX2008VBT by Policy Expected Death QX2008VBTLU by Policy
Min. : 0.00000 Min. : 0.00000
1st Qu.: 0.00089 1st Qu.: 0.00147
Median : 0.00406 Median : 0.00640
Mean : 0.11536 Mean : 0.13856
3rd Qu.: 0.01944 3rd Qu.: 0.02854
Max. :258.69628 Max. :273.58023
Expected Death QX2015VBT by Policy
Min. : 0.00000
1st Qu.: 0.00077
Median : 0.00347
Mean : 0.10345
3rd Qu.: 0.01674
Max. :252.96868
> skim(data2)
Skim summary statistics
n obs: 30631099
n variables: 32
-- Variable type:factor --------------------------------------------------------
variable missing complete n n_unique
Face Amount Band 0 30631099 30631099 11
Gender 0 30631099 30631099 2
Insurance Plan 0 30631099 30631099 7
Select_Ultimate_Indicator 0 30631099 30631099 2
Smoker Status 0 30631099 30631099 3
SOA Anticipated Level Term Period 0 30631099 30631099 9
SOA Guaranteed Level Term Period 0 30631099 30631099 9
SOA Post level term indicator 0 30631099 30631099 5
top_counts ordered
100: 6990396, 250: 5118305, 500: 4421158, 500: 3785924 FALSE
Mal: 16513884, Fem: 14117215, NA: 0 FALSE
Ter: 13802908, Per: 5391279, UL: 4488653, ULS: 2668447 FALSE
Sel: 26236931, Ult: 4394168, NA: 0 FALSE
Non: 21826433, Smo: 6084338, Unk: 2720328, NA: 0 FALSE
N/A: 16828191, Unk: 5655138, 20 : 2323296, 10 : 1755502 FALSE
N/A: 16828191, 20 : 3096469, 10 : 3071930, 15 : 2170761 FALSE
N/A: 16828191, Wit: 9209453, Unk: 2079337, Pos: 1929331 FALSE
-- Variable type:integer -------------------------------------------------------
variable missing complete n mean sd p0 p25 p50 p75 p100
Age Basis 0 30631099 30631099 0.42 0.49 0 0 0 1 1
Attained Age 0 30631099 30631099 51.79 17.58 0 39 52 64 120
Common Company Indicator 57 0 30631099 30631099 0.93 0.26 0 1 1 1 1
Duration 0 30631099 30631099 12.43 10.22 1 5 10 17 107
Issue Age 0 30631099 30631099 40.36 16.87 0 29 40 52 99
Issue Year 0 30631099 30631099 2000.52 10.28 1906 1996 2003 2008 2015
Number of Deaths 0 30631099 30631099 0.11 1.55 0 0 0 0 265
Number of Preferred Classes 11069266 19561833 30631099 2.83 0.8 2 2 3 3 4
Observation Year 0 30631099 30631099 2012.44 1.91 2009 2011 2013 2014 2015
Preferred Class 11069266 19561833 30631099 1.92 0.89 1 1 2 2 4
Preferred Indicator 0 30631099 30631099 0.64 0.48 0 0 1 1 1
hist
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-- Variable type:numeric -------------------------------------------------------
variable missing complete n mean sd p0
Amount Exposed 0 30631099 30631099 2321010.48 9572807.94 0
Death Claim Amount 0 30631099 30631099 5855.59 107256.5 0
Expected Death QX2001VBT by Amount 0 30631099 30631099 9595.99 42945.78 0
Expected Death QX2001VBT by Policy 0 30631099 30631099 0.14 1.88 0
Expected Death QX2008VBT by Amount 0 30631099 30631099 7206.62 36903.4 0
Expected Death QX2008VBT by Policy 0 30631099 30631099 0.12 1.61 0
Expected Death QX2008VBTLU by Amount 0 30631099 30631099 10072.04 44870.88 0
Expected Death QX2008VBTLU by Policy 0 30631099 30631099 0.14 1.8 0
Expected Death QX2015VBT by Amount 0 30631099 30631099 6160.96 31590 0
Expected Death QX2015VBT by Policy 0 30631099 30631099 0.1 1.49 0
Expected Death QX7580E by Amount 0 30631099 30631099 12966.5 53868.62 0
Expected Death QX7580E by Policy 0 30631099 30631099 0.17 2.18 0
Policies Exposed 0 30631099 30631099 11.51 56.65 0
p25 p50 p75 p100 hist
68493 326502.5 1424657.5 9.2e+08 ▇▁▁▁▁▁▁▁
0 0 0 6e+07 ▇▁▁▁▁▁▁▁
176.4 991.36 4929.5 9573840.56 ▇▁▁▁▁▁▁▁
0.0012 0.0057 0.027 307.54 ▇▁▁▁▁▁▁▁
129.34 714.32 3507.8 8e+06 ▇▁▁▁▁▁▁▁
0.00089 0.0041 0.019 258.7 ▇▁▁▁▁▁▁▁
203.5 1110.49 5414.04 8071362.59 ▇▁▁▁▁▁▁▁
0.0015 0.0064 0.029 273.58 ▇▁▁▁▁▁▁▁
111.3 614.15 3007.43 7742218.05 ▇▁▁▁▁▁▁▁
0.00077 0.0035 0.017 252.97 ▇▁▁▁▁▁▁▁
224.03 1254.18 6516.27 1.1e+07 ▇▁▁▁▁▁▁▁
0.0017 0.0073 0.034 329.47 ▇▁▁▁▁▁▁▁
0.68 1.67 6.06 14238.96 ▇▁▁▁▁▁▁▁