The socialmixr package

socialmixr is an R package to derive social mixing matrices from survey data. These are particularly useful for age-structured infectious disease models. For background on age-specific mixing matrices and what data inform them, see, for example, the paper on POLYMOD by [@mossong_social_2008].

Usage

At the heart of the socialmixr package is the contact_matrix() function. This extracts a contact matrix from survey data. You can use the R help to find out about usage of the contact_matrix() function, including a list of examples:

?contact_matrix

The POLYMOD data are included with the package and can be loaded using

data(polymod)

An example use would be

contact_matrix(
  polymod, countries = "United Kingdom",
  age_limits = c(0, 1, 5, 15)
)
#> $matrix
#>          contact.age.group
#> age.group      [0,1)     [1,5)   [5,15)      15+
#>    [0,1)  0.40000000 0.8000000 1.266667 5.933333
#>    [1,5)  0.11250000 1.9375000 1.462500 5.450000
#>    [5,15) 0.02450980 0.5049020 7.946078 6.215686
#>    15+    0.03230337 0.3581461 1.290730 9.594101
#> 
#> $participants
#>    age.group participants proportion
#>       <char>        <int>      <num>
#> 1:     [0,1)           15 0.01483680
#> 2:     [1,5)           80 0.07912957
#> 3:    [5,15)          204 0.20178042
#> 4:       15+          712 0.70425321

This generates a contact matrix from the UK part of the POLYMOD study, with age groups 0-1, 1-5, 5-15 and 15+ years. It contains the mean number of contacts that each member of an age group (row) has reported with members of the same or another age group (column).

Surveys

The key argument to the contact_matrix() function is the survey that it supposed to use. The socialmixr package includes the POLYMOD survey, which will be used if not survey is specified. It also provides access to all surveys in the Social contact data community on Zenodo. The available surveys can be listed (if an internet connection is available) with

list_surveys()

A survey can be downloaded using the get_survey() command. This will get the relevant data of a survey given its Zenodo DOI (as returned by list_surveys()). All other relevant commands in the socialmixr package accept a DOI, but if a survey is to be used repeatedly it is worth downloading it and storing it locally to avoid the need for a network connection and speed up processing.

peru_survey <- get_survey("https://doi.org/10.5281/zenodo.1095664")
saveRDS(peru_survey, "peru.rds")

This way, the peru data set can be loaded in the future without the need for an internet connection using

peru_survey <- readRDS("peru.rds")

Some surveys may contain data from multiple countries. To check this, use the survey_countries function

survey_countries(polymod)
#> Warning: `survey_countries()` was deprecated in socialmixr 0.5.0.
#> ℹ Please use `contactsurveys::download_survey()` instead.
#> ℹ We recommend using contactsurveys::download_survey() to download your
#>   surveys, and then you can load them with socialmixr::load_survey() and
#>   explore which countries are in the data.
#> [1] "Italy"          "Germany"        "Luxembourg"     "Netherlands"   
#> [5] "Poland"         "United Kingdom" "Finland"        "Belgium"

If one wishes to get a contact matrix for one or more specific countries, a countries argument can be passed to contact_matrix(). If this is not done, the different surveys contained in a dataset are combined as if they were one single sample (i.e., not applying any population-weighting by country or other correction).

By default, socialmixr uses the POLYMOD survey. A reference for any given survey can be obtained using get_citation(), e.g.

get_citation(polymod)
#> Warning: `get_citation()` was deprecated in socialmixr 0.5.0.
#> ℹ Please use `contactsurveys::get_citation()` instead.
#> Mossong J, Hens N, Jit M, Beutels P, Auranen K, Mikolajczyk R, Massari
#> M, Salmaso S, Tomba GS, Wallinga J, Heijne J, Sadkowska-Todys M,
#> Rosinska M, Edmunds WJ (2017). "POLYMOD social contact data."
#> doi:10.5281/zenodo.1157934 <https://doi.org/10.5281/zenodo.1157934>,
#> Version 1.1.

Bootstrapping

To get an idea of uncertainty of the contact matrices, a bootstrap can be used using the sample_participants argument of contact_matrix(). If this argument is set to TRUE, participants are sampled (with replacement, to get the same number of participants of the original study) every time the contact_matrix() function is called, and thus a different matrix returned every time. From these matrices, derived quantities can be obtained, for example the mean:

m <- replicate(
  n = 5,
  contact_matrix(
    polymod,
    countries = "United Kingdom", age_limits = c(0, 1, 5, 15),
    sample_participants = TRUE
  )
)
mr <- Reduce("+", lapply(m["matrix", ], function(x) x / ncol(m)))
mr
#>          contact.age.group
#> age.group      [0,1)     [1,5)   [5,15)      15+
#>    [0,1)  0.38169935 0.7729225 1.222521 6.082484
#>    [1,5)  0.16261996 2.2103260 1.588351 5.241703
#>    [5,15) 0.02487285 0.5261229 7.801127 6.419540
#>    15+    0.03219569 0.3543938 1.342900 9.498979

Demography

Obtaining symmetric contact matrices, splitting out their components (see below) and age-specific participant weights require information about the underlying demographic composition of the survey population. This can be passed to contact_matrix() as the survey_pop argument, a data.frame with two columns, lower.age.limit (denoting the lower end of the age groups) and population (denoting the number of people in each age group). If no survey_pop is not given, contact_matrix() will try to obtain the age structure of the population (as per the countries argument) from the World Population Prospects of the United Nations, using estimates from the year that closest matches the year in which the contact survey was conducted.

If demographic information is used, this is returned by contact_matrix() as the demography field in the results list. It is possible to enforce or prevent the function to return demography data by using the return_demography option.

contact_matrix(polymod,
  countries = "United Kingdom", age_limits = c(0, 20),
  return_demography = TRUE
)$demography
#>    age.group population proportion  year
#>       <char>      <num>      <num> <int>
#> 1:    [0,20)   14799290  0.2454816  2005
#> 2:       20+   45487461  0.7545184  2005

Using custom population data

For custom or more recent population data, you can pass a data frame directly via the survey_pop argument. The data frame should have columns lower.age.limit (the lower bound of each age group) and population (the number of people in each age group):

custom_pop <- data.frame(
  lower.age.limit = c(0, 18, 60),
  population = c(12000000, 35000000, 20000000)
)
contact_matrix(polymod, countries = "United Kingdom", survey_pop = custom_pop)
#> $matrix
#>          contact.age.group
#> age.group      [0,1)      [1,2)      [2,3)      [3,4)      [4,5)      [5,6)
#>   [0,1)   0.40000000 0.20000000 0.13333333 0.33333333 0.13333333 0.13333333
#>   [1,2)   0.25000000 0.50000000 0.25000000 0.56250000 0.06250000 0.37500000
#>   [2,3)   0.05882353 0.35294118 0.11764706 0.82352941 0.23529412 0.11764706
#>   [3,4)   0.07142857 0.28571429 0.32142857 1.07142857 0.46428571 0.10714286
#>   [4,5)   0.10526316 0.10526316 0.10526316 1.31578947 0.94736842 0.36842105
#>   [5,6)   0.00000000 0.22222222 0.27777778 0.27777778 0.50000000 2.16666667
#>   [6,7)   0.00000000 0.00000000 0.30434783 0.13043478 0.17391304 0.39130435
#>   [7,8)   0.00000000 0.00000000 0.04545455 0.09090909 0.13636364 0.18181818
#>   [8,9)   0.06250000 0.25000000 0.06250000 0.31250000 0.12500000 0.31250000
#>   [9,10)  0.00000000 0.04347826 0.08695652 0.13043478 0.17391304 0.17391304
#>   [10,11) 0.00000000 0.19047619 0.09523810 0.14285714 0.14285714 0.38095238
#>   [11,12) 0.08695652 0.04347826 0.08695652 0.08695652 0.13043478 0.08695652
#>   [12,13) 0.08333333 0.04166667 0.00000000 0.04166667 0.08333333 0.16666667
#>   [13,14) 0.00000000 0.06250000 0.12500000 0.00000000 0.06250000 0.12500000
#>   [14,15) 0.00000000 0.05555556 0.05555556 0.22222222 0.22222222 0.00000000
#>   [15,16) 0.04166667 0.04166667 0.12500000 0.04166667 0.00000000 0.04166667
#>   [16,17) 0.00000000 0.12000000 0.04000000 0.04000000 0.24000000 0.24000000
#>   [17,18) 0.00000000 0.06250000 0.00000000 0.00000000 0.06250000 0.12500000
#>   [18,19) 0.00000000 0.04761905 0.00000000 0.00000000 0.00000000 0.00000000
#>   [19,20) 0.00000000 0.00000000 0.10526316 0.05263158 0.10526316 0.05263158
#>   [20,21) 0.00000000 0.11764706 0.05882353 0.00000000 0.00000000 0.00000000
#>   [21,22) 0.07142857 0.07142857 0.21428571 0.14285714 0.00000000 0.14285714
#>   [22,23) 0.00000000 0.00000000 0.00000000 0.10000000 0.70000000 0.30000000
#>   [23,24) 0.00000000 0.20000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [24,25) 0.00000000 0.15384615 0.15384615 0.07692308 0.15384615 0.07692308
#>   [25,26) 0.22222222 0.00000000 0.11111111 0.33333333 0.44444444 0.00000000
#>   [26,27) 0.06250000 0.31250000 0.06250000 0.00000000 0.25000000 0.25000000
#>   [27,28) 0.22222222 0.22222222 0.33333333 0.22222222 0.11111111 0.00000000
#>   [28,29) 0.00000000 0.08333333 0.33333333 0.25000000 0.08333333 0.33333333
#>   [29,30) 0.00000000 0.15384615 0.00000000 0.07692308 0.00000000 0.00000000
#>   [30,31) 0.00000000 0.11764706 0.05882353 0.35294118 0.17647059 0.23529412
#>   [31,32) 0.16666667 0.00000000 0.00000000 0.33333333 0.00000000 0.16666667
#>   [32,33) 0.06666667 0.13333333 0.13333333 0.06666667 0.13333333 0.13333333
#>   [33,34) 0.00000000 0.25000000 0.25000000 0.00000000 0.12500000 0.12500000
#>   [34,35) 0.21428571 0.21428571 0.14285714 0.21428571 0.07142857 0.00000000
#>   [35,36) 0.21428571 0.07142857 0.28571429 0.71428571 0.64285714 0.07142857
#>   [36,37) 0.12500000 0.12500000 0.37500000 0.25000000 0.25000000 0.12500000
#>   [37,38) 0.00000000 0.08333333 0.00000000 0.08333333 0.16666667 2.08333333
#>   [38,39) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.22222222
#>   [39,40) 0.05555556 0.00000000 0.22222222 0.16666667 0.05555556 0.22222222
#>   [40,41) 0.00000000 0.13333333 0.13333333 0.20000000 0.00000000 0.13333333
#>   [41,42) 0.00000000 0.11111111 0.00000000 0.00000000 0.11111111 0.11111111
#>   [42,43) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [43,44) 0.00000000 0.15384615 0.15384615 0.07692308 0.00000000 0.15384615
#>   [44,45) 0.00000000 0.00000000 0.06666667 0.00000000 0.00000000 0.13333333
#>   [45,46) 0.00000000 0.05555556 0.00000000 0.11111111 0.00000000 0.00000000
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [47,48) 0.00000000 0.09090909 0.00000000 0.00000000 0.18181818 0.09090909
#>   [48,49) 0.00000000 0.00000000 0.40000000 0.20000000 0.00000000 0.00000000
#>   [49,50) 0.00000000 0.00000000 0.07692308 0.00000000 0.07692308 0.00000000
#>   [50,51) 0.00000000 0.00000000 0.00000000 0.15384615 0.07692308 0.00000000
#>   [51,52) 0.00000000 0.14285714 0.00000000 0.28571429 0.00000000 0.00000000
#>   [52,53) 0.00000000 0.15384615 0.00000000 0.15384615 0.00000000 0.07692308
#>   [53,54) 0.00000000 0.00000000 0.25000000 0.00000000 0.25000000 0.00000000
#>   [54,55) 0.16000000 0.08000000 0.08000000 0.04000000 0.04000000 0.08000000
#>   [55,56) 0.00000000 0.00000000 0.00000000 0.06250000 0.06250000 0.00000000
#>   [56,57) 0.00000000 0.66666667 0.00000000 0.00000000 0.00000000 0.33333333
#>   [57,58) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [58,59) 0.00000000 0.00000000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [59,60) 0.00000000 0.00000000 0.10526316 0.10526316 0.00000000 0.00000000
#>   [60,61) 0.06666667 0.06666667 0.06666667 0.06666667 0.06666667 0.00000000
#>   [61,62) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [62,63) 0.09090909 0.00000000 0.27272727 0.09090909 0.00000000 0.09090909
#>   [63,64) 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000 0.06250000
#>   [64,65) 0.00000000 0.00000000 0.00000000 0.06250000 0.06250000 0.00000000
#>   [65,66) 0.00000000 0.07692308 0.07692308 0.15384615 0.15384615 0.07692308
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000 0.33333333
#>   [67,68) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000 0.25000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.00000000 0.66666667 0.00000000 0.33333333
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group      [6,7)      [7,8)      [8,9)     [9,10)    [10,11)    [11,12)
#>   [0,1)   0.06666667 0.20000000 0.20000000 0.20000000 0.33333333 0.00000000
#>   [1,2)   0.18750000 0.06250000 0.12500000 0.18750000 0.00000000 0.06250000
#>   [2,3)   0.23529412 0.11764706 0.00000000 0.05882353 0.11764706 0.00000000
#>   [3,4)   0.28571429 0.28571429 0.07142857 0.07142857 0.07142857 0.03571429
#>   [4,5)   0.36842105 0.36842105 0.31578947 0.21052632 0.15789474 0.21052632
#>   [5,6)   1.22222222 0.44444444 0.27777778 0.00000000 0.11111111 0.11111111
#>   [6,7)   3.56521739 1.17391304 0.43478261 0.30434783 0.13043478 0.13043478
#>   [7,8)   1.22727273 3.81818182 0.54545455 0.36363636 0.27272727 0.22727273
#>   [8,9)   0.43750000 1.87500000 3.00000000 1.93750000 0.43750000 0.43750000
#>   [9,10)  0.30434783 0.47826087 2.52173913 5.73913043 1.95652174 0.65217391
#>   [10,11) 0.23809524 0.57142857 0.38095238 0.66666667 2.52380952 0.61904762
#>   [11,12) 0.17391304 0.00000000 0.39130435 0.39130435 0.65217391 4.52173913
#>   [12,13) 0.08333333 0.04166667 0.20833333 0.37500000 0.29166667 0.70833333
#>   [13,14) 0.00000000 0.25000000 0.06250000 0.18750000 0.31250000 0.18750000
#>   [14,15) 0.16666667 0.11111111 0.05555556 0.16666667 0.22222222 0.44444444
#>   [15,16) 0.04166667 0.12500000 0.00000000 0.20833333 0.04166667 0.16666667
#>   [16,17) 0.08000000 0.08000000 0.12000000 0.12000000 0.08000000 0.08000000
#>   [17,18) 0.12500000 0.06250000 0.62500000 0.18750000 0.18750000 0.12500000
#>   [18,19) 0.04761905 0.61904762 0.00000000 0.19047619 0.28571429 0.00000000
#>   [19,20) 0.10526316 0.52631579 0.00000000 0.10526316 0.10526316 0.21052632
#>   [20,21) 0.00000000 0.00000000 0.05882353 0.00000000 0.11764706 0.11764706
#>   [21,22) 0.07142857 0.07142857 0.00000000 0.00000000 0.07142857 0.00000000
#>   [22,23) 1.30000000 0.10000000 0.50000000 0.80000000 0.20000000 0.10000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [25,26) 0.11111111 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.12500000 0.06250000 0.06250000 0.06250000 0.00000000 0.06250000
#>   [27,28) 0.22222222 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000
#>   [28,29) 0.00000000 0.25000000 0.00000000 0.16666667 0.08333333 0.00000000
#>   [29,30) 0.07692308 0.61538462 0.61538462 0.15384615 0.07692308 0.07692308
#>   [30,31) 0.23529412 0.17647059 0.17647059 0.05882353 0.23529412 0.00000000
#>   [31,32) 0.00000000 0.16666667 0.00000000 0.16666667 0.00000000 0.00000000
#>   [32,33) 0.26666667 0.33333333 0.20000000 0.33333333 0.20000000 0.06666667
#>   [33,34) 0.00000000 0.37500000 0.12500000 0.12500000 0.12500000 0.00000000
#>   [34,35) 0.14285714 0.50000000 0.21428571 0.14285714 0.28571429 0.14285714
#>   [35,36) 0.21428571 0.21428571 0.71428571 0.00000000 0.21428571 0.14285714
#>   [36,37) 0.25000000 1.62500000 0.25000000 0.37500000 0.25000000 0.12500000
#>   [37,38) 0.00000000 0.08333333 0.00000000 0.41666667 0.25000000 0.08333333
#>   [38,39) 0.16666667 0.27777778 0.11111111 0.11111111 0.11111111 0.11111111
#>   [39,40) 0.11111111 0.11111111 0.00000000 0.22222222 0.05555556 0.22222222
#>   [40,41) 0.20000000 0.06666667 0.06666667 0.13333333 0.13333333 0.20000000
#>   [41,42) 0.11111111 0.44444444 0.11111111 0.44444444 0.00000000 0.22222222
#>   [42,43) 0.10000000 0.10000000 0.00000000 0.20000000 0.20000000 0.10000000
#>   [43,44) 0.15384615 0.53846154 1.07692308 0.23076923 0.38461538 0.23076923
#>   [44,45) 0.00000000 0.00000000 0.06666667 0.06666667 0.13333333 0.06666667
#>   [45,46) 0.00000000 0.00000000 0.11111111 0.00000000 0.00000000 0.00000000
#>   [46,47) 0.00000000 0.00000000 0.25000000 0.00000000 0.00000000 0.12500000
#>   [47,48) 0.00000000 0.00000000 0.00000000 0.09090909 0.18181818 0.18181818
#>   [48,49) 0.00000000 0.20000000 0.20000000 0.00000000 0.00000000 0.00000000
#>   [49,50) 0.00000000 0.00000000 0.07692308 0.00000000 0.00000000 0.00000000
#>   [50,51) 0.00000000 0.00000000 0.07692308 0.07692308 0.00000000 0.07692308
#>   [51,52) 0.00000000 0.14285714 0.00000000 0.14285714 0.28571429 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.07692308 0.07692308 0.00000000 0.00000000
#>   [53,54) 0.00000000 0.12500000 0.12500000 0.00000000 0.12500000 0.00000000
#>   [54,55) 0.12000000 0.08000000 0.12000000 0.04000000 0.08000000 0.00000000
#>   [55,56) 0.06250000 0.00000000 0.06250000 0.00000000 0.00000000 0.00000000
#>   [56,57) 0.33333333 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000
#>   [57,58) 0.00000000 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [58,59) 0.12500000 0.00000000 0.12500000 0.00000000 0.25000000 0.00000000
#>   [59,60) 0.10526316 0.00000000 0.10526316 0.10526316 0.10526316 0.15789474
#>   [60,61) 0.60000000 0.26666667 0.20000000 0.06666667 0.13333333 0.00000000
#>   [61,62) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [62,63) 0.09090909 0.09090909 0.18181818 0.00000000 0.00000000 0.00000000
#>   [63,64) 0.00000000 0.06250000 0.06250000 0.12500000 0.06250000 0.00000000
#>   [64,65) 0.00000000 0.06250000 0.06250000 0.25000000 0.25000000 0.00000000
#>   [65,66) 0.00000000 0.15384615 0.15384615 0.07692308 0.07692308 0.07692308
#>   [66,67) 0.00000000 0.00000000 0.33333333 0.66666667 0.66666667 0.00000000
#>   [67,68) 0.33333333 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.16666667 0.00000000 0.00000000 0.00000000
#>   [69,70) 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.12500000 0.12500000 0.00000000 0.12500000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000 0.25000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 1.00000000 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [12,13)    [13,14)    [14,15)    [15,16)    [16,17)    [17,18)
#>   [0,1)   0.00000000 0.06666667 0.06666667 0.00000000 0.06666667 0.06666667
#>   [1,2)   0.12500000 0.06250000 0.00000000 0.00000000 0.06250000 0.06250000
#>   [2,3)   0.05882353 0.00000000 0.05882353 0.05882353 0.11764706 0.23529412
#>   [3,4)   0.07142857 0.17857143 0.17857143 0.07142857 0.03571429 0.00000000
#>   [4,5)   0.21052632 0.10526316 0.15789474 0.05263158 0.00000000 0.05263158
#>   [5,6)   0.00000000 0.16666667 0.05555556 0.05555556 0.00000000 0.16666667
#>   [6,7)   0.13043478 0.08695652 0.17391304 0.00000000 0.08695652 0.00000000
#>   [7,8)   0.09090909 0.09090909 0.04545455 0.04545455 0.04545455 0.04545455
#>   [8,9)   0.12500000 0.18750000 0.06250000 0.06250000 0.00000000 0.06250000
#>   [9,10)  0.26086957 0.34782609 0.04347826 0.13043478 0.13043478 0.00000000
#>   [10,11) 0.52380952 0.33333333 0.23809524 0.14285714 0.23809524 0.19047619
#>   [11,12) 1.52173913 0.52173913 0.13043478 0.21739130 0.08695652 0.04347826
#>   [12,13) 3.79166667 1.87500000 0.45833333 0.54166667 0.29166667 0.25000000
#>   [13,14) 1.56250000 5.81250000 1.06250000 0.31250000 0.25000000 0.18750000
#>   [14,15) 1.05555556 1.38888889 3.94444444 0.55555556 0.38888889 0.27777778
#>   [15,16) 0.41666667 0.54166667 2.04166667 6.45833333 2.16666667 0.25000000
#>   [16,17) 0.40000000 0.40000000 0.68000000 1.96000000 5.44000000 0.72000000
#>   [17,18) 0.06250000 0.31250000 0.43750000 0.06250000 0.56250000 3.68750000
#>   [18,19) 0.14285714 0.14285714 0.19047619 0.09523810 0.61904762 1.76190476
#>   [19,20) 0.05263158 0.05263158 0.00000000 0.52631579 0.26315789 1.00000000
#>   [20,21) 0.05882353 0.00000000 0.05882353 0.11764706 0.05882353 0.41176471
#>   [21,22) 0.14285714 0.00000000 0.07142857 0.35714286 0.28571429 0.42857143
#>   [22,23) 0.00000000 0.10000000 0.00000000 0.10000000 0.20000000 0.20000000
#>   [23,24) 0.20000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.07692308 0.07692308 0.00000000
#>   [25,26) 0.00000000 0.11111111 0.11111111 0.00000000 0.11111111 0.22222222
#>   [26,27) 0.12500000 0.06250000 0.06250000 0.00000000 0.12500000 0.00000000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000 0.11111111 0.00000000
#>   [28,29) 0.16666667 0.16666667 0.08333333 0.16666667 0.08333333 0.00000000
#>   [29,30) 0.00000000 0.23076923 0.00000000 0.38461538 0.07692308 0.15384615
#>   [30,31) 0.00000000 0.05882353 0.00000000 0.00000000 0.05882353 0.29411765
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.13333333 0.06666667 0.20000000 0.06666667 0.06666667 0.00000000
#>   [33,34) 0.25000000 0.12500000 0.25000000 0.00000000 0.12500000 0.37500000
#>   [34,35) 0.14285714 0.00000000 0.00000000 0.07142857 0.07142857 0.21428571
#>   [35,36) 0.07142857 0.07142857 0.07142857 0.07142857 0.00000000 0.00000000
#>   [36,37) 0.12500000 0.00000000 0.37500000 0.25000000 0.37500000 0.25000000
#>   [37,38) 0.33333333 0.08333333 0.25000000 0.00000000 0.00000000 0.16666667
#>   [38,39) 0.22222222 0.11111111 0.16666667 0.00000000 0.22222222 0.11111111
#>   [39,40) 0.11111111 0.05555556 0.27777778 0.16666667 0.00000000 0.16666667
#>   [40,41) 0.33333333 0.13333333 0.06666667 0.13333333 0.26666667 0.80000000
#>   [41,42) 0.33333333 0.00000000 0.66666667 0.22222222 0.22222222 0.11111111
#>   [42,43) 0.40000000 0.10000000 0.40000000 0.10000000 0.10000000 0.00000000
#>   [43,44) 0.53846154 0.07692308 0.15384615 0.07692308 0.07692308 0.00000000
#>   [44,45) 0.06666667 0.00000000 0.26666667 0.06666667 0.40000000 0.26666667
#>   [45,46) 0.00000000 0.11111111 0.05555556 0.11111111 0.33333333 0.66666667
#>   [46,47) 0.50000000 2.00000000 0.25000000 0.00000000 0.25000000 0.50000000
#>   [47,48) 0.36363636 0.00000000 0.00000000 0.36363636 0.00000000 0.09090909
#>   [48,49) 0.20000000 0.00000000 0.20000000 0.00000000 0.00000000 0.20000000
#>   [49,50) 0.00000000 0.07692308 0.07692308 0.00000000 0.30769231 0.30769231
#>   [50,51) 0.00000000 0.00000000 0.07692308 0.07692308 0.07692308 0.23076923
#>   [51,52) 0.28571429 0.00000000 0.71428571 0.42857143 0.28571429 0.42857143
#>   [52,53) 0.00000000 0.23076923 0.00000000 0.00000000 0.00000000 0.00000000
#>   [53,54) 0.12500000 0.12500000 0.25000000 0.12500000 0.12500000 0.25000000
#>   [54,55) 0.00000000 0.00000000 0.00000000 0.16000000 0.24000000 0.08000000
#>   [55,56) 0.12500000 0.12500000 0.06250000 0.06250000 0.00000000 0.00000000
#>   [56,57) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [57,58) 0.00000000 0.00000000 0.25000000 0.00000000 0.00000000 0.00000000
#>   [58,59) 0.25000000 0.12500000 0.00000000 0.12500000 0.25000000 0.00000000
#>   [59,60) 0.00000000 0.15789474 0.10526316 0.00000000 0.05263158 0.10526316
#>   [60,61) 0.06666667 0.00000000 0.20000000 0.00000000 0.06666667 0.06666667
#>   [61,62) 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [63,64) 0.06250000 0.06250000 0.06250000 0.00000000 0.06250000 0.06250000
#>   [64,65) 0.12500000 0.00000000 0.06250000 0.06250000 0.00000000 0.06250000
#>   [65,66) 0.07692308 0.23076923 0.07692308 0.00000000 0.00000000 0.15384615
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.16666667 0.00000000 0.00000000 0.16666667
#>   [69,70) 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000 0.50000000
#>   [70,71) 0.00000000 0.00000000 0.00000000 0.25000000 0.00000000 0.12500000
#>   [71,72) 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000
#>   [72,73) 0.00000000 0.25000000 0.00000000 0.25000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.33333333 0.66666667 0.00000000 0.33333333 0.00000000
#>   [74,75) 0.00000000 0.40000000 0.00000000 0.20000000 0.20000000 0.20000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 1.00000000 0.00000000 0.00000000 0.00000000 1.00000000 1.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [18,19)    [19,20)    [20,21)    [21,22)    [22,23)    [23,24)
#>   [0,1)   0.06666667 0.00000000 0.00000000 0.20000000 0.06666667 0.20000000
#>   [1,2)   0.00000000 0.12500000 0.37500000 0.25000000 0.12500000 0.00000000
#>   [2,3)   0.17647059 0.29411765 0.11764706 0.05882353 0.29411765 0.00000000
#>   [3,4)   0.10714286 0.00000000 0.10714286 0.03571429 0.00000000 0.03571429
#>   [4,5)   0.00000000 0.05263158 0.00000000 0.00000000 0.00000000 0.05263158
#>   [5,6)   0.05555556 0.16666667 0.11111111 0.16666667 0.16666667 0.11111111
#>   [6,7)   0.00000000 0.00000000 0.00000000 0.00000000 0.04347826 0.00000000
#>   [7,8)   0.18181818 0.00000000 0.04545455 0.04545455 0.00000000 0.04545455
#>   [8,9)   0.12500000 0.12500000 0.06250000 0.00000000 0.06250000 0.00000000
#>   [9,10)  0.21739130 0.04347826 0.08695652 0.08695652 0.08695652 0.04347826
#>   [10,11) 0.23809524 0.00000000 0.09523810 0.04761905 0.09523810 0.04761905
#>   [11,12) 0.08695652 0.04347826 0.00000000 0.00000000 0.04347826 0.04347826
#>   [12,13) 0.16666667 0.04166667 0.08333333 0.00000000 0.04166667 0.00000000
#>   [13,14) 0.18750000 0.18750000 0.12500000 0.00000000 0.12500000 0.00000000
#>   [14,15) 0.22222222 0.11111111 0.11111111 0.00000000 0.16666667 0.00000000
#>   [15,16) 0.12500000 0.29166667 0.00000000 0.12500000 0.12500000 0.04166667
#>   [16,17) 0.20000000 0.24000000 0.08000000 0.40000000 0.24000000 0.08000000
#>   [17,18) 1.00000000 0.37500000 0.12500000 0.12500000 0.31250000 0.43750000
#>   [18,19) 1.57142857 1.09523810 0.33333333 0.14285714 0.61904762 0.04761905
#>   [19,20) 1.15789474 0.68421053 0.10526316 0.26315789 0.42105263 0.05263158
#>   [20,21) 0.70588235 0.76470588 1.00000000 0.17647059 0.58823529 0.64705882
#>   [21,22) 0.92857143 0.71428571 1.00000000 1.14285714 0.64285714 0.21428571
#>   [22,23) 0.10000000 0.40000000 0.20000000 0.40000000 1.10000000 0.20000000
#>   [23,24) 0.00000000 0.20000000 0.20000000 0.20000000 0.80000000 1.40000000
#>   [24,25) 0.07692308 0.46153846 0.23076923 0.53846154 0.61538462 0.23076923
#>   [25,26) 0.22222222 0.11111111 1.44444444 0.11111111 0.22222222 0.44444444
#>   [26,27) 0.81250000 0.12500000 0.25000000 0.18750000 0.56250000 0.31250000
#>   [27,28) 0.22222222 0.22222222 0.33333333 0.11111111 0.44444444 0.22222222
#>   [28,29) 0.08333333 0.08333333 0.00000000 0.33333333 0.00000000 0.16666667
#>   [29,30) 0.00000000 0.15384615 0.30769231 0.23076923 0.46153846 0.30769231
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000 0.64705882 0.11764706
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.16666667 0.00000000 0.16666667
#>   [32,33) 0.06666667 0.06666667 0.06666667 0.26666667 0.20000000 0.00000000
#>   [33,34) 0.00000000 0.12500000 0.37500000 0.00000000 0.50000000 0.00000000
#>   [34,35) 0.14285714 0.21428571 0.07142857 0.21428571 0.28571429 0.07142857
#>   [35,36) 0.07142857 0.00000000 0.07142857 0.07142857 0.00000000 0.00000000
#>   [36,37) 0.00000000 0.12500000 0.37500000 0.00000000 0.00000000 0.50000000
#>   [37,38) 0.00000000 0.16666667 0.08333333 0.00000000 0.41666667 0.00000000
#>   [38,39) 0.33333333 0.16666667 0.11111111 0.00000000 0.27777778 0.11111111
#>   [39,40) 0.11111111 0.11111111 0.16666667 0.05555556 0.44444444 0.05555556
#>   [40,41) 0.13333333 0.00000000 0.06666667 0.13333333 0.33333333 0.00000000
#>   [41,42) 0.00000000 0.11111111 0.11111111 0.33333333 0.11111111 0.00000000
#>   [42,43) 0.10000000 0.00000000 0.20000000 0.20000000 0.20000000 0.00000000
#>   [43,44) 0.23076923 0.15384615 0.15384615 0.07692308 0.38461538 0.23076923
#>   [44,45) 0.20000000 0.20000000 0.33333333 0.20000000 0.33333333 0.06666667
#>   [45,46) 0.33333333 0.27777778 0.05555556 0.22222222 0.22222222 0.00000000
#>   [46,47) 0.25000000 0.12500000 0.12500000 0.25000000 0.62500000 0.00000000
#>   [47,48) 0.27272727 0.45454545 0.27272727 0.18181818 0.27272727 0.09090909
#>   [48,49) 0.20000000 0.00000000 0.60000000 0.60000000 0.20000000 0.00000000
#>   [49,50) 0.00000000 0.07692308 0.15384615 0.15384615 0.15384615 0.07692308
#>   [50,51) 0.07692308 0.00000000 0.07692308 0.07692308 0.00000000 0.07692308
#>   [51,52) 0.00000000 0.42857143 0.42857143 0.00000000 0.42857143 0.14285714
#>   [52,53) 0.00000000 0.30769231 0.07692308 0.23076923 0.07692308 0.23076923
#>   [53,54) 0.50000000 0.12500000 0.25000000 0.25000000 0.25000000 0.12500000
#>   [54,55) 0.08000000 0.08000000 0.40000000 0.16000000 0.40000000 0.12000000
#>   [55,56) 0.06250000 0.18750000 0.31250000 0.25000000 0.25000000 0.06250000
#>   [56,57) 0.00000000 0.33333333 0.00000000 0.33333333 0.00000000 0.00000000
#>   [57,58) 0.12500000 0.00000000 0.12500000 0.12500000 0.25000000 0.12500000
#>   [58,59) 0.00000000 0.12500000 0.12500000 0.12500000 0.00000000 0.12500000
#>   [59,60) 0.00000000 0.10526316 0.05263158 0.10526316 0.21052632 0.00000000
#>   [60,61) 0.13333333 0.26666667 0.06666667 0.00000000 0.33333333 0.06666667
#>   [61,62) 0.00000000 0.12500000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.00000000 0.09090909 0.18181818 0.09090909
#>   [63,64) 0.00000000 0.00000000 0.18750000 0.00000000 0.50000000 0.12500000
#>   [64,65) 0.00000000 0.00000000 0.06250000 0.00000000 0.12500000 0.00000000
#>   [65,66) 0.23076923 0.00000000 0.23076923 0.07692308 0.00000000 0.00000000
#>   [66,67) 0.66666667 0.33333333 0.33333333 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000 0.33333333
#>   [68,69) 0.00000000 0.16666667 0.00000000 0.00000000 0.16666667 0.00000000
#>   [69,70) 0.50000000 0.00000000 0.00000000 0.50000000 1.00000000 0.00000000
#>   [70,71) 0.12500000 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.25000000 0.00000000 0.25000000 0.25000000 0.00000000
#>   [73,74) 0.00000000 0.66666667 0.00000000 1.00000000 0.33333333 0.33333333
#>   [74,75) 0.20000000 0.20000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [24,25)    [25,26)    [26,27)    [27,28)    [28,29)    [29,30)
#>   [0,1)   0.13333333 0.13333333 0.20000000 0.26666667 0.20000000 0.33333333
#>   [1,2)   0.25000000 0.31250000 0.25000000 0.31250000 0.06250000 0.12500000
#>   [2,3)   0.17647059 0.11764706 0.00000000 0.29411765 0.05882353 0.05882353
#>   [3,4)   0.00000000 0.17857143 0.07142857 0.21428571 0.17857143 0.14285714
#>   [4,5)   0.05263158 0.15789474 0.15789474 0.10526316 0.00000000 0.10526316
#>   [5,6)   0.16666667 0.16666667 0.11111111 0.77777778 0.16666667 0.22222222
#>   [6,7)   0.00000000 0.04347826 0.00000000 0.17391304 0.17391304 0.00000000
#>   [7,8)   0.09090909 0.13636364 0.13636364 0.13636364 0.04545455 0.00000000
#>   [8,9)   0.00000000 0.06250000 0.06250000 0.06250000 0.31250000 0.06250000
#>   [9,10)  0.13043478 0.21739130 0.04347826 0.21739130 0.08695652 0.00000000
#>   [10,11) 0.04761905 0.19047619 0.09523810 0.09523810 0.09523810 0.04761905
#>   [11,12) 0.00000000 0.08695652 0.04347826 0.08695652 0.00000000 0.08695652
#>   [12,13) 0.04166667 0.00000000 0.08333333 0.20833333 0.08333333 0.04166667
#>   [13,14) 0.00000000 0.12500000 0.00000000 0.31250000 0.06250000 0.00000000
#>   [14,15) 0.00000000 0.27777778 0.00000000 0.11111111 0.11111111 0.00000000
#>   [15,16) 0.04166667 0.33333333 0.04166667 0.16666667 0.00000000 0.04166667
#>   [16,17) 0.08000000 0.16000000 0.00000000 0.24000000 0.08000000 0.00000000
#>   [17,18) 0.43750000 0.18750000 0.25000000 0.31250000 0.00000000 0.00000000
#>   [18,19) 0.14285714 0.19047619 0.14285714 0.42857143 0.14285714 0.04761905
#>   [19,20) 0.10526316 0.78947368 0.05263158 0.15789474 0.00000000 0.05263158
#>   [20,21) 0.11764706 0.35294118 0.29411765 0.41176471 0.00000000 0.00000000
#>   [21,22) 0.21428571 0.21428571 0.14285714 0.14285714 0.14285714 0.14285714
#>   [22,23) 0.20000000 0.90000000 0.40000000 0.50000000 0.00000000 0.10000000
#>   [23,24) 0.20000000 0.20000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [24,25) 0.69230769 0.38461538 0.46153846 0.53846154 0.23076923 0.38461538
#>   [25,26) 0.44444444 0.88888889 0.11111111 0.22222222 0.22222222 0.11111111
#>   [26,27) 0.37500000 0.43750000 0.68750000 0.68750000 0.31250000 0.25000000
#>   [27,28) 0.22222222 0.11111111 0.11111111 0.88888889 0.44444444 0.11111111
#>   [28,29) 0.00000000 0.41666667 0.25000000 0.41666667 0.41666667 0.16666667
#>   [29,30) 0.15384615 0.15384615 0.38461538 0.15384615 0.53846154 0.38461538
#>   [30,31) 0.17647059 0.17647059 0.23529412 0.64705882 0.23529412 0.00000000
#>   [31,32) 0.00000000 1.16666667 0.16666667 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.06666667 0.06666667 0.33333333 0.13333333 0.13333333 0.13333333
#>   [33,34) 0.12500000 0.25000000 0.00000000 0.12500000 0.25000000 0.12500000
#>   [34,35) 0.07142857 0.07142857 0.07142857 0.28571429 0.07142857 0.21428571
#>   [35,36) 0.07142857 0.35714286 0.00000000 0.35714286 0.07142857 0.07142857
#>   [36,37) 0.00000000 0.25000000 0.12500000 0.25000000 0.00000000 0.12500000
#>   [37,38) 0.00000000 0.08333333 0.08333333 0.58333333 0.00000000 0.00000000
#>   [38,39) 0.16666667 0.16666667 0.05555556 0.33333333 0.11111111 0.11111111
#>   [39,40) 0.16666667 0.00000000 0.16666667 0.16666667 0.16666667 0.00000000
#>   [40,41) 0.13333333 0.06666667 0.00000000 0.33333333 0.00000000 0.20000000
#>   [41,42) 0.00000000 0.11111111 0.00000000 0.22222222 0.00000000 0.11111111
#>   [42,43) 0.00000000 0.00000000 0.00000000 0.10000000 0.00000000 0.10000000
#>   [43,44) 0.00000000 0.46153846 0.15384615 0.61538462 0.23076923 0.23076923
#>   [44,45) 0.13333333 0.26666667 0.06666667 0.13333333 0.06666667 0.06666667
#>   [45,46) 0.11111111 0.11111111 0.11111111 0.11111111 0.33333333 0.11111111
#>   [46,47) 0.00000000 0.37500000 0.00000000 0.25000000 0.12500000 0.00000000
#>   [47,48) 0.36363636 0.18181818 0.09090909 0.54545455 0.18181818 0.00000000
#>   [48,49) 0.20000000 0.60000000 0.00000000 0.40000000 0.20000000 0.00000000
#>   [49,50) 0.07692308 0.38461538 0.15384615 0.07692308 0.15384615 0.00000000
#>   [50,51) 0.07692308 0.07692308 0.00000000 0.07692308 0.00000000 0.00000000
#>   [51,52) 0.00000000 1.00000000 0.14285714 0.14285714 0.42857143 0.00000000
#>   [52,53) 0.07692308 0.69230769 0.07692308 0.07692308 0.07692308 0.15384615
#>   [53,54) 0.25000000 0.25000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [54,55) 0.08000000 0.24000000 0.20000000 0.40000000 0.04000000 0.20000000
#>   [55,56) 0.06250000 0.12500000 0.00000000 0.75000000 0.12500000 0.06250000
#>   [56,57) 0.00000000 0.66666667 0.33333333 0.00000000 0.00000000 0.00000000
#>   [57,58) 0.00000000 0.62500000 0.00000000 0.37500000 0.00000000 0.00000000
#>   [58,59) 0.00000000 0.12500000 0.12500000 0.37500000 0.25000000 0.25000000
#>   [59,60) 0.10526316 0.05263158 0.05263158 0.21052632 0.05263158 0.15789474
#>   [60,61) 0.06666667 0.00000000 0.06666667 0.20000000 0.13333333 0.06666667
#>   [61,62) 0.25000000 0.25000000 0.12500000 0.25000000 0.12500000 0.37500000
#>   [62,63) 0.09090909 0.36363636 0.00000000 0.36363636 0.18181818 0.09090909
#>   [63,64) 0.00000000 0.06250000 0.06250000 0.25000000 0.06250000 0.06250000
#>   [64,65) 0.00000000 0.12500000 0.00000000 0.37500000 0.00000000 0.06250000
#>   [65,66) 0.00000000 0.23076923 0.15384615 0.23076923 0.07692308 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 1.33333333 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.16666667 0.16666667 0.33333333 0.00000000 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.25000000 0.12500000 0.12500000 0.00000000 0.12500000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.25000000 0.00000000 0.00000000 0.00000000 0.25000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.00000000 0.00000000 0.66666667 0.33333333
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [30,31)    [31,32)    [32,33)    [33,34)    [34,35)    [35,36)
#>   [0,1)   0.46666667 0.13333333 0.33333333 0.06666667 0.13333333 0.20000000
#>   [1,2)   0.06250000 0.12500000 0.12500000 0.12500000 0.31250000 0.43750000
#>   [2,3)   0.47058824 0.00000000 0.23529412 0.05882353 0.29411765 0.64705882
#>   [3,4)   0.25000000 0.03571429 0.21428571 0.14285714 0.14285714 0.28571429
#>   [4,5)   0.15789474 0.15789474 0.42105263 0.21052632 0.26315789 0.21052632
#>   [5,6)   0.27777778 0.27777778 0.55555556 0.00000000 0.16666667 0.16666667
#>   [6,7)   0.60869565 0.21739130 0.17391304 0.26086957 0.00000000 0.17391304
#>   [7,8)   0.27272727 0.00000000 0.40909091 0.04545455 0.04545455 0.09090909
#>   [8,9)   0.43750000 0.06250000 0.43750000 0.12500000 0.12500000 0.56250000
#>   [9,10)  0.17391304 0.04347826 0.30434783 0.17391304 0.21739130 0.17391304
#>   [10,11) 0.14285714 0.14285714 0.28571429 0.14285714 0.04761905 0.66666667
#>   [11,12) 0.04347826 0.00000000 0.08695652 0.00000000 0.08695652 0.26086957
#>   [12,13) 0.20833333 0.12500000 0.16666667 0.04166667 0.00000000 0.45833333
#>   [13,14) 0.06250000 0.12500000 0.25000000 0.06250000 0.25000000 0.62500000
#>   [14,15) 0.27777778 0.11111111 0.33333333 0.11111111 0.11111111 0.33333333
#>   [15,16) 0.00000000 0.08333333 0.16666667 0.04166667 0.00000000 0.50000000
#>   [16,17) 0.08000000 0.08000000 0.16000000 0.04000000 0.00000000 0.44000000
#>   [17,18) 0.00000000 0.12500000 0.43750000 0.12500000 0.00000000 0.25000000
#>   [18,19) 0.19047619 0.00000000 0.23809524 0.00000000 0.00000000 0.66666667
#>   [19,20) 0.31578947 0.21052632 0.15789474 0.05263158 0.10526316 0.63157895
#>   [20,21) 0.35294118 0.00000000 0.35294118 0.00000000 0.05882353 0.35294118
#>   [21,22) 0.21428571 0.07142857 0.35714286 0.00000000 0.00000000 0.21428571
#>   [22,23) 0.10000000 0.20000000 0.00000000 0.00000000 0.00000000 0.40000000
#>   [23,24) 0.40000000 0.20000000 0.40000000 0.40000000 0.00000000 0.40000000
#>   [24,25) 0.38461538 0.23076923 0.61538462 0.15384615 0.15384615 0.00000000
#>   [25,26) 0.55555556 0.11111111 0.00000000 0.00000000 0.11111111 0.11111111
#>   [26,27) 0.25000000 0.12500000 0.50000000 0.12500000 0.12500000 0.75000000
#>   [27,28) 0.11111111 0.22222222 0.44444444 0.00000000 0.44444444 0.11111111
#>   [28,29) 0.00000000 0.41666667 0.33333333 0.16666667 0.08333333 0.33333333
#>   [29,30) 0.61538462 0.23076923 0.61538462 0.15384615 0.07692308 0.61538462
#>   [30,31) 0.47058824 0.05882353 1.17647059 0.29411765 0.00000000 0.41176471
#>   [31,32) 0.33333333 0.16666667 0.16666667 0.33333333 0.16666667 0.16666667
#>   [32,33) 0.46666667 0.20000000 0.66666667 0.20000000 0.26666667 0.80000000
#>   [33,34) 0.00000000 0.12500000 1.00000000 0.37500000 0.37500000 0.50000000
#>   [34,35) 0.07142857 0.14285714 0.35714286 0.14285714 0.50000000 0.50000000
#>   [35,36) 0.00000000 0.14285714 0.28571429 0.07142857 0.14285714 0.78571429
#>   [36,37) 0.50000000 0.00000000 0.75000000 0.25000000 0.25000000 0.62500000
#>   [37,38) 0.16666667 0.08333333 0.16666667 0.00000000 0.08333333 0.33333333
#>   [38,39) 0.05555556 0.05555556 0.55555556 0.11111111 0.38888889 0.27777778
#>   [39,40) 0.22222222 0.11111111 0.22222222 0.05555556 0.05555556 0.22222222
#>   [40,41) 0.26666667 0.20000000 0.33333333 0.00000000 0.13333333 0.73333333
#>   [41,42) 0.00000000 0.11111111 0.66666667 0.00000000 0.11111111 0.66666667
#>   [42,43) 0.80000000 0.20000000 0.90000000 0.40000000 0.10000000 0.70000000
#>   [43,44) 0.15384615 0.00000000 0.53846154 0.00000000 0.00000000 0.07692308
#>   [44,45) 0.06666667 0.06666667 0.33333333 0.06666667 0.00000000 0.26666667
#>   [45,46) 0.22222222 0.16666667 0.22222222 0.11111111 0.11111111 0.33333333
#>   [46,47) 0.00000000 0.12500000 0.37500000 0.00000000 0.37500000 0.50000000
#>   [47,48) 0.18181818 0.00000000 0.54545455 0.00000000 0.00000000 0.27272727
#>   [48,49) 0.60000000 0.20000000 0.80000000 0.00000000 0.00000000 0.40000000
#>   [49,50) 0.30769231 0.00000000 0.38461538 0.23076923 0.00000000 0.38461538
#>   [50,51) 0.15384615 0.00000000 0.23076923 0.07692308 0.07692308 0.38461538
#>   [51,52) 0.14285714 0.14285714 0.28571429 0.14285714 0.00000000 0.00000000
#>   [52,53) 0.23076923 0.00000000 0.15384615 0.07692308 0.07692308 0.30769231
#>   [53,54) 0.25000000 0.12500000 0.37500000 0.12500000 0.00000000 0.62500000
#>   [54,55) 0.28000000 0.16000000 0.64000000 0.16000000 0.16000000 0.20000000
#>   [55,56) 0.18750000 0.00000000 0.06250000 0.00000000 0.00000000 0.12500000
#>   [56,57) 0.33333333 0.00000000 0.33333333 0.00000000 0.00000000 0.66666667
#>   [57,58) 0.37500000 0.12500000 0.25000000 0.00000000 0.00000000 0.37500000
#>   [58,59) 0.12500000 0.12500000 0.75000000 0.12500000 0.12500000 0.00000000
#>   [59,60) 0.10526316 0.10526316 0.10526316 0.15789474 0.10526316 0.15789474
#>   [60,61) 0.20000000 0.13333333 0.53333333 0.00000000 0.06666667 0.26666667
#>   [61,62) 0.12500000 0.00000000 0.37500000 0.12500000 0.00000000 0.12500000
#>   [62,63) 0.00000000 0.00000000 0.18181818 0.18181818 0.09090909 0.09090909
#>   [63,64) 0.12500000 0.12500000 0.62500000 0.00000000 0.00000000 0.93750000
#>   [64,65) 0.12500000 0.00000000 0.56250000 0.00000000 0.06250000 0.37500000
#>   [65,66) 0.38461538 0.00000000 0.30769231 0.00000000 0.00000000 0.23076923
#>   [66,67) 0.00000000 0.00000000 0.33333333 0.00000000 0.33333333 0.00000000
#>   [67,68) 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000 1.00000000
#>   [68,69) 0.16666667 0.16666667 0.16666667 0.00000000 0.00000000 0.33333333
#>   [69,70) 0.50000000 0.00000000 0.50000000 0.00000000 0.00000000 0.50000000
#>   [70,71) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.25000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.66666667 0.00000000 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.20000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000
#>   [78,79) 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [36,37)    [37,38)    [38,39)    [39,40)    [40,41)    [41,42)
#>   [0,1)   0.13333333 0.46666667 0.00000000 0.06666667 0.00000000 0.06666667
#>   [1,2)   0.43750000 0.25000000 0.18750000 0.12500000 0.25000000 0.00000000
#>   [2,3)   0.00000000 0.11764706 0.05882353 0.17647059 0.23529412 0.05882353
#>   [3,4)   0.17857143 0.39285714 0.00000000 0.03571429 0.14285714 0.00000000
#>   [4,5)   0.15789474 0.26315789 0.15789474 0.21052632 0.05263158 0.10526316
#>   [5,6)   0.11111111 0.33333333 0.11111111 0.05555556 0.22222222 0.11111111
#>   [6,7)   0.26086957 0.39130435 0.08695652 0.13043478 0.47826087 0.13043478
#>   [7,8)   0.09090909 0.31818182 0.13636364 0.09090909 0.22727273 0.13636364
#>   [8,9)   0.00000000 0.25000000 0.18750000 0.06250000 0.37500000 0.18750000
#>   [9,10)  0.17391304 0.34782609 0.13043478 0.43478261 0.34782609 0.17391304
#>   [10,11) 0.14285714 0.19047619 0.19047619 0.14285714 0.33333333 0.19047619
#>   [11,12) 0.30434783 0.39130435 0.04347826 0.30434783 0.34782609 0.08695652
#>   [12,13) 0.20833333 0.12500000 0.12500000 0.25000000 0.16666667 0.25000000
#>   [13,14) 0.06250000 0.62500000 0.12500000 0.00000000 0.06250000 0.06250000
#>   [14,15) 0.33333333 0.16666667 0.22222222 0.05555556 0.38888889 0.22222222
#>   [15,16) 0.08333333 0.25000000 0.08333333 0.16666667 0.45833333 0.08333333
#>   [16,17) 0.00000000 0.44000000 0.12000000 0.04000000 0.16000000 0.16000000
#>   [17,18) 0.06250000 0.12500000 0.31250000 0.00000000 0.06250000 0.12500000
#>   [18,19) 0.09523810 0.23809524 0.14285714 0.14285714 0.09523810 0.00000000
#>   [19,20) 0.05263158 0.26315789 0.05263158 0.21052632 0.36842105 0.21052632
#>   [20,21) 0.11764706 0.35294118 0.11764706 0.05882353 0.23529412 0.05882353
#>   [21,22) 0.14285714 0.00000000 0.14285714 0.28571429 0.50000000 0.00000000
#>   [22,23) 0.10000000 0.00000000 0.10000000 0.10000000 0.00000000 0.00000000
#>   [23,24) 0.00000000 0.20000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.15384615 0.15384615 0.07692308 0.15384615 0.15384615 0.00000000
#>   [25,26) 0.11111111 0.00000000 0.11111111 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.00000000 0.06250000 0.12500000 0.00000000 0.06250000 0.00000000
#>   [27,28) 0.22222222 0.44444444 0.22222222 0.00000000 0.33333333 0.00000000
#>   [28,29) 0.00000000 0.50000000 0.00000000 0.16666667 0.16666667 0.25000000
#>   [29,30) 0.23076923 0.15384615 0.23076923 0.07692308 0.30769231 0.15384615
#>   [30,31) 0.23529412 0.05882353 0.17647059 0.11764706 0.11764706 0.00000000
#>   [31,32) 0.16666667 0.50000000 0.00000000 0.00000000 0.16666667 0.00000000
#>   [32,33) 0.53333333 0.53333333 0.20000000 0.26666667 0.06666667 0.06666667
#>   [33,34) 0.62500000 0.12500000 0.12500000 0.12500000 0.12500000 0.00000000
#>   [34,35) 0.28571429 0.71428571 0.07142857 0.07142857 0.57142857 0.14285714
#>   [35,36) 0.07142857 0.50000000 0.14285714 0.07142857 0.42857143 0.14285714
#>   [36,37) 0.50000000 0.62500000 0.12500000 0.00000000 0.25000000 0.12500000
#>   [37,38) 0.00000000 0.16666667 0.16666667 0.16666667 0.16666667 0.08333333
#>   [38,39) 0.22222222 0.22222222 0.38888889 0.83333333 0.61111111 0.44444444
#>   [39,40) 0.11111111 0.66666667 0.00000000 0.27777778 0.16666667 0.16666667
#>   [40,41) 0.33333333 0.73333333 0.00000000 0.00000000 0.33333333 0.13333333
#>   [41,42) 0.22222222 0.33333333 0.11111111 0.22222222 0.22222222 0.33333333
#>   [42,43) 0.00000000 0.40000000 0.20000000 0.00000000 0.20000000 0.00000000
#>   [43,44) 0.07692308 0.84615385 0.15384615 0.15384615 0.46153846 0.15384615
#>   [44,45) 0.13333333 0.26666667 0.00000000 0.06666667 0.53333333 0.00000000
#>   [45,46) 0.16666667 0.38888889 0.22222222 0.05555556 0.16666667 0.16666667
#>   [46,47) 0.12500000 0.50000000 0.00000000 0.25000000 0.25000000 0.12500000
#>   [47,48) 0.18181818 0.45454545 0.27272727 0.09090909 0.09090909 0.27272727
#>   [48,49) 0.20000000 0.20000000 0.20000000 0.00000000 0.20000000 0.00000000
#>   [49,50) 0.07692308 0.07692308 0.15384615 0.00000000 0.23076923 0.00000000
#>   [50,51) 0.00000000 0.30769231 0.07692308 0.30769231 0.30769231 0.07692308
#>   [51,52) 0.14285714 0.28571429 0.00000000 0.28571429 0.71428571 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.15384615 0.00000000 0.53846154 0.07692308
#>   [53,54) 0.25000000 0.50000000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [54,55) 0.16000000 0.08000000 0.28000000 0.04000000 0.20000000 0.12000000
#>   [55,56) 0.18750000 0.25000000 0.06250000 0.00000000 0.25000000 0.06250000
#>   [56,57) 0.00000000 0.00000000 0.00000000 0.00000000 0.66666667 0.00000000
#>   [57,58) 0.00000000 0.75000000 0.12500000 0.00000000 0.37500000 0.00000000
#>   [58,59) 0.00000000 0.37500000 0.00000000 0.12500000 0.37500000 0.00000000
#>   [59,60) 0.10526316 0.21052632 0.10526316 0.00000000 0.21052632 0.05263158
#>   [60,61) 0.20000000 0.06666667 0.06666667 0.00000000 0.40000000 0.06666667
#>   [61,62) 0.12500000 0.75000000 0.12500000 0.50000000 0.37500000 0.00000000
#>   [62,63) 0.18181818 0.18181818 0.09090909 0.09090909 0.27272727 0.00000000
#>   [63,64) 0.06250000 0.31250000 0.00000000 0.06250000 0.25000000 0.00000000
#>   [64,65) 0.12500000 0.31250000 0.18750000 0.00000000 0.25000000 0.12500000
#>   [65,66) 0.23076923 0.23076923 0.07692308 0.07692308 0.30769231 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.66666667 0.33333333 0.00000000
#>   [67,68) 0.00000000 0.66666667 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.16666667 0.00000000 0.16666667 0.16666667 0.33333333
#>   [69,70) 0.00000000 1.00000000 0.50000000 0.00000000 0.50000000 0.00000000
#>   [70,71) 0.00000000 0.12500000 0.00000000 0.00000000 0.12500000 0.25000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.33333333 0.00000000 0.33333333 0.33333333
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.40000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [42,43)    [43,44)    [44,45)    [45,46)    [46,47)    [47,48)
#>   [0,1)   0.20000000 0.06666667 0.00000000 0.06666667 0.13333333 0.13333333
#>   [1,2)   0.12500000 0.25000000 0.06250000 0.06250000 0.00000000 0.12500000
#>   [2,3)   0.52941176 0.11764706 0.00000000 0.17647059 0.11764706 0.11764706
#>   [3,4)   0.28571429 0.03571429 0.00000000 0.14285714 0.00000000 0.10714286
#>   [4,5)   0.21052632 0.00000000 0.00000000 0.00000000 0.00000000 0.05263158
#>   [5,6)   0.38888889 0.05555556 0.05555556 0.50000000 0.05555556 0.27777778
#>   [6,7)   0.34782609 0.00000000 0.00000000 0.13043478 0.04347826 0.26086957
#>   [7,8)   0.63636364 0.04545455 0.04545455 0.27272727 0.04545455 0.13636364
#>   [8,9)   0.37500000 0.12500000 0.06250000 0.06250000 0.00000000 0.25000000
#>   [9,10)  0.34782609 0.04347826 0.08695652 0.17391304 0.00000000 0.17391304
#>   [10,11) 0.52380952 0.19047619 0.04761905 0.28571429 0.00000000 0.09523810
#>   [11,12) 0.26086957 0.26086957 0.30434783 0.43478261 0.04347826 0.13043478
#>   [12,13) 0.20833333 0.12500000 0.12500000 0.16666667 0.00000000 0.16666667
#>   [13,14) 0.62500000 0.06250000 0.00000000 0.37500000 0.00000000 0.43750000
#>   [14,15) 0.66666667 0.11111111 0.05555556 0.16666667 0.05555556 0.05555556
#>   [15,16) 0.41666667 0.12500000 0.20833333 0.45833333 0.08333333 0.08333333
#>   [16,17) 0.48000000 0.12000000 0.08000000 0.44000000 0.08000000 0.28000000
#>   [17,18) 0.43750000 0.00000000 0.12500000 0.37500000 0.06250000 0.18750000
#>   [18,19) 0.23809524 0.19047619 0.14285714 0.23809524 0.19047619 0.19047619
#>   [19,20) 0.10526316 0.05263158 0.15789474 0.42105263 0.15789474 0.05263158
#>   [20,21) 0.35294118 0.11764706 0.05882353 0.58823529 0.05882353 0.35294118
#>   [21,22) 0.07142857 0.14285714 0.07142857 0.21428571 0.00000000 0.07142857
#>   [22,23) 0.10000000 0.20000000 0.10000000 0.40000000 0.20000000 0.50000000
#>   [23,24) 0.20000000 0.00000000 0.00000000 0.60000000 0.60000000 0.20000000
#>   [24,25) 0.69230769 0.07692308 0.07692308 0.23076923 0.23076923 0.07692308
#>   [25,26) 0.11111111 0.22222222 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.68750000 0.12500000 0.06250000 0.50000000 0.18750000 0.25000000
#>   [27,28) 0.66666667 0.11111111 0.22222222 0.33333333 0.11111111 0.44444444
#>   [28,29) 0.16666667 0.16666667 0.00000000 0.25000000 0.00000000 0.33333333
#>   [29,30) 0.23076923 0.23076923 0.07692308 0.76923077 0.07692308 0.15384615
#>   [30,31) 0.41176471 0.05882353 0.05882353 0.17647059 0.00000000 0.29411765
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.16666667
#>   [32,33) 0.60000000 0.00000000 0.00000000 0.26666667 0.06666667 0.33333333
#>   [33,34) 0.50000000 0.12500000 0.25000000 0.37500000 0.00000000 0.25000000
#>   [34,35) 0.50000000 0.07142857 0.00000000 0.14285714 0.00000000 0.21428571
#>   [35,36) 0.35714286 0.00000000 0.00000000 0.42857143 0.00000000 0.07142857
#>   [36,37) 0.50000000 0.00000000 0.00000000 0.00000000 0.25000000 0.87500000
#>   [37,38) 0.41666667 0.00000000 0.00000000 0.33333333 0.08333333 0.16666667
#>   [38,39) 0.44444444 0.22222222 0.11111111 0.55555556 0.05555556 0.27777778
#>   [39,40) 0.61111111 0.27777778 0.16666667 0.22222222 0.05555556 0.27777778
#>   [40,41) 0.40000000 0.06666667 0.06666667 0.60000000 0.06666667 0.20000000
#>   [41,42) 0.66666667 0.00000000 0.00000000 1.33333333 0.11111111 0.00000000
#>   [42,43) 0.80000000 0.20000000 0.10000000 0.40000000 0.10000000 0.50000000
#>   [43,44) 1.30769231 0.15384615 0.15384615 0.53846154 0.23076923 0.84615385
#>   [44,45) 0.40000000 0.13333333 0.00000000 0.53333333 0.06666667 0.46666667
#>   [45,46) 0.77777778 0.11111111 0.22222222 0.44444444 0.22222222 0.94444444
#>   [46,47) 1.00000000 0.00000000 0.12500000 1.75000000 0.12500000 0.25000000
#>   [47,48) 0.36363636 0.00000000 0.09090909 0.45454545 0.18181818 0.54545455
#>   [48,49) 1.00000000 0.00000000 0.20000000 0.00000000 0.20000000 0.80000000
#>   [49,50) 0.76923077 0.07692308 0.15384615 0.61538462 0.23076923 0.38461538
#>   [50,51) 0.30769231 0.07692308 0.07692308 0.38461538 0.23076923 0.07692308
#>   [51,52) 0.28571429 0.00000000 0.00000000 0.14285714 0.14285714 0.42857143
#>   [52,53) 0.15384615 0.15384615 0.00000000 0.61538462 0.00000000 0.07692308
#>   [53,54) 0.37500000 0.00000000 0.12500000 0.00000000 0.12500000 0.50000000
#>   [54,55) 0.56000000 0.08000000 0.00000000 0.24000000 0.00000000 0.16000000
#>   [55,56) 0.25000000 0.00000000 0.12500000 0.50000000 0.18750000 0.25000000
#>   [56,57) 0.00000000 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
#>   [57,58) 0.50000000 0.00000000 0.00000000 0.37500000 0.00000000 0.25000000
#>   [58,59) 0.37500000 0.25000000 0.00000000 0.00000000 0.00000000 0.50000000
#>   [59,60) 0.10526316 0.00000000 0.05263158 0.26315789 0.00000000 0.05263158
#>   [60,61) 0.33333333 0.00000000 0.13333333 0.20000000 0.13333333 0.20000000
#>   [61,62) 0.75000000 0.12500000 0.12500000 0.25000000 0.00000000 0.12500000
#>   [62,63) 0.36363636 0.00000000 0.00000000 0.27272727 0.00000000 0.36363636
#>   [63,64) 0.43750000 0.12500000 0.00000000 0.18750000 0.00000000 0.25000000
#>   [64,65) 0.68750000 0.00000000 0.00000000 0.06250000 0.00000000 0.62500000
#>   [65,66) 0.30769231 0.00000000 0.07692308 0.15384615 0.00000000 0.15384615
#>   [66,67) 0.66666667 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000
#>   [67,68) 1.00000000 0.00000000 0.00000000 0.33333333 0.00000000 0.33333333
#>   [68,69) 0.33333333 0.00000000 0.00000000 0.16666667 0.16666667 0.50000000
#>   [69,70) 0.50000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [70,71) 0.25000000 0.25000000 0.12500000 0.37500000 0.00000000 0.12500000
#>   [71,72) 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000
#>   [72,73) 0.25000000 0.25000000 0.50000000 0.50000000 0.25000000 0.00000000
#>   [73,74) 0.33333333 0.66666667 0.00000000 0.00000000 0.00000000 0.66666667
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.60000000 0.00000000 0.40000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [48,49)    [49,50)    [50,51)    [51,52)    [52,53)    [53,54)
#>   [0,1)   0.00000000 0.00000000 0.06666667 0.20000000 0.06666667 0.00000000
#>   [1,2)   0.00000000 0.06250000 0.06250000 0.00000000 0.06250000 0.00000000
#>   [2,3)   0.05882353 0.00000000 0.05882353 0.00000000 0.11764706 0.00000000
#>   [3,4)   0.03571429 0.03571429 0.21428571 0.00000000 0.10714286 0.03571429
#>   [4,5)   0.05263158 0.00000000 0.10526316 0.05263158 0.15789474 0.00000000
#>   [5,6)   0.00000000 0.00000000 0.27777778 0.05555556 0.33333333 0.00000000
#>   [6,7)   0.00000000 0.04347826 0.17391304 0.00000000 0.21739130 0.00000000
#>   [7,8)   0.00000000 0.09090909 0.09090909 0.04545455 0.00000000 0.00000000
#>   [8,9)   0.00000000 0.06250000 0.18750000 0.00000000 0.18750000 0.12500000
#>   [9,10)  0.13043478 0.00000000 0.00000000 0.00000000 0.13043478 0.13043478
#>   [10,11) 0.00000000 0.00000000 0.04761905 0.04761905 0.00000000 0.00000000
#>   [11,12) 0.08695652 0.08695652 0.08695652 0.08695652 0.21739130 0.00000000
#>   [12,13) 0.04166667 0.08333333 0.20833333 0.04166667 0.08333333 0.08333333
#>   [13,14) 0.00000000 0.18750000 0.12500000 0.00000000 0.18750000 0.00000000
#>   [14,15) 0.00000000 0.00000000 0.22222222 0.22222222 0.05555556 0.05555556
#>   [15,16) 0.00000000 0.12500000 0.12500000 0.00000000 0.04166667 0.00000000
#>   [16,17) 0.08000000 0.08000000 0.16000000 0.00000000 0.12000000 0.08000000
#>   [17,18) 0.12500000 0.00000000 0.18750000 0.06250000 0.37500000 0.06250000
#>   [18,19) 0.00000000 0.04761905 0.19047619 0.00000000 0.19047619 0.09523810
#>   [19,20) 0.05263158 0.00000000 0.10526316 0.15789474 0.10526316 0.00000000
#>   [20,21) 0.00000000 0.11764706 0.35294118 0.00000000 0.11764706 0.05882353
#>   [21,22) 0.14285714 0.07142857 0.14285714 0.00000000 0.21428571 0.00000000
#>   [22,23) 0.20000000 0.10000000 0.10000000 0.10000000 0.10000000 0.10000000
#>   [23,24) 0.40000000 0.00000000 0.20000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.07692308 0.07692308 0.15384615 0.00000000 0.23076923
#>   [25,26) 0.00000000 0.11111111 0.66666667 0.33333333 0.00000000 0.22222222
#>   [26,27) 0.06250000 0.18750000 0.12500000 0.18750000 0.62500000 0.06250000
#>   [27,28) 0.00000000 0.11111111 0.33333333 0.11111111 0.22222222 0.00000000
#>   [28,29) 0.08333333 0.00000000 0.33333333 0.08333333 0.08333333 0.00000000
#>   [29,30) 0.30769231 0.07692308 0.23076923 0.07692308 0.00000000 0.07692308
#>   [30,31) 0.00000000 0.00000000 0.23529412 0.11764706 0.11764706 0.00000000
#>   [31,32) 0.16666667 0.00000000 0.00000000 0.00000000 0.16666667 0.16666667
#>   [32,33) 0.13333333 0.06666667 0.33333333 0.00000000 0.40000000 0.00000000
#>   [33,34) 0.00000000 0.12500000 0.00000000 0.12500000 0.37500000 0.00000000
#>   [34,35) 0.00000000 0.00000000 0.14285714 0.14285714 0.28571429 0.00000000
#>   [35,36) 0.07142857 0.00000000 0.14285714 0.14285714 0.14285714 0.00000000
#>   [36,37) 0.00000000 0.00000000 0.37500000 0.00000000 0.62500000 0.00000000
#>   [37,38) 0.08333333 0.00000000 0.00000000 0.00000000 0.33333333 0.08333333
#>   [38,39) 0.11111111 0.00000000 0.22222222 0.00000000 0.44444444 0.00000000
#>   [39,40) 0.16666667 0.00000000 0.27777778 0.00000000 0.11111111 0.00000000
#>   [40,41) 0.06666667 0.00000000 0.46666667 0.00000000 0.06666667 0.00000000
#>   [41,42) 0.00000000 0.00000000 0.33333333 0.11111111 0.66666667 0.00000000
#>   [42,43) 0.00000000 0.00000000 0.10000000 0.10000000 0.40000000 0.00000000
#>   [43,44) 0.15384615 0.15384615 0.07692308 0.00000000 0.46153846 0.00000000
#>   [44,45) 0.13333333 0.13333333 0.33333333 0.06666667 0.40000000 0.00000000
#>   [45,46) 0.16666667 0.16666667 0.16666667 0.16666667 0.61111111 0.00000000
#>   [46,47) 0.25000000 0.50000000 0.25000000 0.00000000 0.75000000 0.00000000
#>   [47,48) 0.09090909 0.09090909 0.09090909 0.09090909 0.36363636 0.00000000
#>   [48,49) 0.40000000 0.00000000 0.60000000 0.40000000 0.40000000 0.00000000
#>   [49,50) 0.23076923 0.30769231 0.15384615 0.00000000 0.53846154 0.07692308
#>   [50,51) 0.00000000 0.07692308 0.15384615 0.00000000 0.15384615 0.00000000
#>   [51,52) 0.00000000 0.14285714 0.71428571 0.14285714 0.00000000 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.23076923 0.15384615 0.23076923 0.00000000
#>   [53,54) 0.00000000 0.00000000 0.25000000 0.00000000 0.12500000 0.00000000
#>   [54,55) 0.00000000 0.00000000 0.04000000 0.08000000 0.40000000 0.08000000
#>   [55,56) 0.00000000 0.06250000 0.37500000 0.06250000 0.62500000 0.12500000
#>   [56,57) 0.00000000 0.00000000 0.33333333 0.66666667 0.00000000 0.00000000
#>   [57,58) 0.37500000 0.00000000 0.12500000 0.25000000 0.87500000 0.12500000
#>   [58,59) 0.00000000 0.25000000 0.25000000 0.00000000 0.75000000 0.00000000
#>   [59,60) 0.05263158 0.15789474 0.21052632 0.05263158 0.26315789 0.00000000
#>   [60,61) 0.00000000 0.06666667 0.13333333 0.06666667 0.06666667 0.13333333
#>   [61,62) 0.12500000 0.00000000 0.37500000 0.00000000 0.12500000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.09090909 0.09090909 0.45454545 0.00000000
#>   [63,64) 0.06250000 0.06250000 0.12500000 0.00000000 0.31250000 0.00000000
#>   [64,65) 0.00000000 0.00000000 0.12500000 0.06250000 0.62500000 0.00000000
#>   [65,66) 0.07692308 0.00000000 0.30769231 0.07692308 0.07692308 0.15384615
#>   [66,67) 0.33333333 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000
#>   [67,68) 0.33333333 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.00000000 0.16666667 0.16666667 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [70,71) 0.00000000 0.12500000 0.12500000 0.00000000 0.12500000 0.12500000
#>   [71,72) 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.66666667 0.33333333 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 1.00000000 0.00000000 1.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [54,55)    [55,56)    [56,57)    [57,58)    [58,59)    [59,60)
#>   [0,1)   0.06666667 0.13333333 0.00000000 0.20000000 0.06666667 0.06666667
#>   [1,2)   0.06250000 0.12500000 0.06250000 0.00000000 0.00000000 0.06250000
#>   [2,3)   0.05882353 0.23529412 0.05882353 0.00000000 0.11764706 0.05882353
#>   [3,4)   0.03571429 0.07142857 0.03571429 0.07142857 0.03571429 0.00000000
#>   [4,5)   0.05263158 0.00000000 0.05263158 0.05263158 0.05263158 0.05263158
#>   [5,6)   0.05555556 0.05555556 0.00000000 0.22222222 0.05555556 0.05555556
#>   [6,7)   0.00000000 0.00000000 0.04347826 0.13043478 0.00000000 0.04347826
#>   [7,8)   0.00000000 0.04545455 0.00000000 0.00000000 0.04545455 0.00000000
#>   [8,9)   0.00000000 0.06250000 0.00000000 0.06250000 0.00000000 0.06250000
#>   [9,10)  0.00000000 0.04347826 0.04347826 0.04347826 0.04347826 0.00000000
#>   [10,11) 0.09523810 0.19047619 0.00000000 0.09523810 0.04761905 0.00000000
#>   [11,12) 0.00000000 0.17391304 0.04347826 0.04347826 0.00000000 0.00000000
#>   [12,13) 0.04166667 0.04166667 0.00000000 0.04166667 0.00000000 0.04166667
#>   [13,14) 0.06250000 0.25000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [14,15) 0.05555556 0.16666667 0.05555556 0.05555556 0.00000000 0.05555556
#>   [15,16) 0.00000000 0.08333333 0.00000000 0.00000000 0.04166667 0.00000000
#>   [16,17) 0.00000000 0.28000000 0.04000000 0.16000000 0.00000000 0.04000000
#>   [17,18) 0.06250000 0.12500000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [18,19) 0.04761905 0.04761905 0.00000000 0.00000000 0.09523810 0.00000000
#>   [19,20) 0.00000000 0.26315789 0.15789474 0.00000000 0.00000000 0.10526316
#>   [20,21) 0.00000000 0.58823529 0.00000000 0.05882353 0.00000000 0.00000000
#>   [21,22) 0.00000000 0.14285714 0.00000000 0.00000000 0.00000000 0.00000000
#>   [22,23) 0.00000000 0.20000000 0.10000000 0.10000000 0.00000000 0.10000000
#>   [23,24) 0.00000000 0.40000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.07692308 0.07692308 0.15384615 0.00000000 0.00000000 0.00000000
#>   [25,26) 0.11111111 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.18750000 0.31250000 0.12500000 0.25000000 0.06250000 0.00000000
#>   [27,28) 0.11111111 0.00000000 0.00000000 0.11111111 0.00000000 0.00000000
#>   [28,29) 0.00000000 0.08333333 0.00000000 0.16666667 0.08333333 0.16666667
#>   [29,30) 0.07692308 0.23076923 0.07692308 0.38461538 0.07692308 0.07692308
#>   [30,31) 0.11764706 0.35294118 0.00000000 0.41176471 0.00000000 0.00000000
#>   [31,32) 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.00000000 0.20000000 0.13333333 0.06666667 0.00000000 0.13333333
#>   [33,34) 0.00000000 0.50000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [34,35) 0.07142857 0.07142857 0.00000000 0.42857143 0.14285714 0.07142857
#>   [35,36) 0.07142857 0.21428571 0.14285714 0.07142857 0.07142857 0.07142857
#>   [36,37) 0.00000000 0.12500000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [37,38) 0.00000000 0.33333333 0.00000000 0.25000000 0.00000000 0.00000000
#>   [38,39) 0.16666667 0.11111111 0.11111111 0.16666667 0.11111111 0.05555556
#>   [39,40) 0.05555556 0.16666667 0.05555556 0.11111111 0.16666667 0.05555556
#>   [40,41) 0.00000000 0.20000000 0.00000000 0.40000000 0.00000000 0.00000000
#>   [41,42) 0.00000000 0.77777778 0.00000000 0.22222222 0.00000000 0.11111111
#>   [42,43) 0.00000000 0.20000000 0.10000000 0.10000000 0.00000000 0.00000000
#>   [43,44) 0.00000000 0.07692308 0.07692308 0.07692308 0.00000000 0.00000000
#>   [44,45) 0.06666667 0.20000000 0.00000000 0.26666667 0.06666667 0.00000000
#>   [45,46) 0.16666667 0.05555556 0.00000000 0.22222222 0.00000000 0.05555556
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [47,48) 0.09090909 0.36363636 0.00000000 0.09090909 0.18181818 0.00000000
#>   [48,49) 0.00000000 1.00000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [49,50) 0.00000000 0.30769231 0.00000000 0.15384615 0.00000000 0.15384615
#>   [50,51) 0.15384615 0.30769231 0.07692308 0.15384615 0.00000000 0.07692308
#>   [51,52) 0.28571429 0.14285714 0.28571429 0.42857143 0.14285714 0.28571429
#>   [52,53) 0.23076923 0.30769231 0.00000000 0.00000000 0.07692308 0.00000000
#>   [53,54) 0.37500000 0.12500000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [54,55) 0.12000000 0.56000000 0.16000000 0.32000000 0.12000000 0.00000000
#>   [55,56) 0.06250000 0.43750000 0.00000000 0.25000000 0.06250000 0.06250000
#>   [56,57) 0.00000000 0.33333333 0.00000000 0.33333333 0.00000000 0.66666667
#>   [57,58) 0.12500000 0.75000000 0.12500000 0.75000000 0.12500000 0.00000000
#>   [58,59) 0.25000000 0.25000000 0.12500000 0.37500000 0.12500000 0.62500000
#>   [59,60) 0.10526316 0.31578947 0.10526316 0.36842105 0.10526316 0.15789474
#>   [60,61) 0.00000000 0.20000000 0.20000000 0.13333333 0.33333333 0.00000000
#>   [61,62) 0.12500000 0.00000000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [62,63) 0.09090909 0.36363636 0.09090909 0.90909091 0.09090909 0.09090909
#>   [63,64) 0.00000000 0.31250000 0.06250000 0.12500000 0.06250000 0.18750000
#>   [64,65) 0.00000000 0.18750000 0.00000000 0.43750000 0.06250000 0.06250000
#>   [65,66) 0.07692308 0.69230769 0.07692308 0.23076923 0.00000000 0.15384615
#>   [66,67) 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.16666667 0.16666667 0.00000000 0.33333333 0.00000000 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000 0.12500000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.75000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.66666667 0.00000000 0.33333333 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 1.00000000 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [60,61)    [61,62)    [62,63)    [63,64)    [64,65)    [65,66)
#>   [0,1)   0.13333333 0.06666667 0.13333333 0.00000000 0.00000000 0.06666667
#>   [1,2)   0.06250000 0.00000000 0.06250000 0.00000000 0.00000000 0.00000000
#>   [2,3)   0.05882353 0.00000000 0.05882353 0.00000000 0.00000000 0.00000000
#>   [3,4)   0.17857143 0.00000000 0.07142857 0.03571429 0.00000000 0.00000000
#>   [4,5)   0.10526316 0.05263158 0.15789474 0.00000000 0.10526316 0.05263158
#>   [5,6)   0.16666667 0.05555556 0.11111111 0.00000000 0.00000000 0.00000000
#>   [6,7)   0.00000000 0.04347826 0.00000000 0.04347826 0.13043478 0.08695652
#>   [7,8)   0.09090909 0.04545455 0.04545455 0.04545455 0.00000000 0.04545455
#>   [8,9)   0.00000000 0.00000000 0.00000000 0.00000000 0.12500000 0.06250000
#>   [9,10)  0.21739130 0.00000000 0.08695652 0.04347826 0.00000000 0.00000000
#>   [10,11) 0.04761905 0.00000000 0.04761905 0.00000000 0.00000000 0.04761905
#>   [11,12) 0.13043478 0.00000000 0.00000000 0.00000000 0.04347826 0.04347826
#>   [12,13) 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [13,14) 0.06250000 0.00000000 0.06250000 0.06250000 0.06250000 0.25000000
#>   [14,15) 0.05555556 0.05555556 0.22222222 0.00000000 0.00000000 0.00000000
#>   [15,16) 0.04166667 0.00000000 0.00000000 0.04166667 0.00000000 0.12500000
#>   [16,17) 0.12000000 0.00000000 0.08000000 0.04000000 0.00000000 0.08000000
#>   [17,18) 0.00000000 0.00000000 0.06250000 0.12500000 0.00000000 0.00000000
#>   [18,19) 0.09523810 0.04761905 0.14285714 0.00000000 0.00000000 0.19047619
#>   [19,20) 0.15789474 0.00000000 0.26315789 0.00000000 0.00000000 0.10526316
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.05882353 0.00000000 0.11764706
#>   [21,22) 0.07142857 0.07142857 0.14285714 0.00000000 0.00000000 0.07142857
#>   [22,23) 0.00000000 0.10000000 0.00000000 0.10000000 0.00000000 0.00000000
#>   [23,24) 0.20000000 0.00000000 0.20000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.07692308 0.00000000 0.07692308 0.15384615
#>   [25,26) 0.11111111 0.00000000 0.33333333 0.11111111 0.00000000 0.00000000
#>   [26,27) 0.06250000 0.00000000 0.25000000 0.00000000 0.00000000 0.12500000
#>   [27,28) 0.11111111 0.00000000 0.22222222 0.00000000 0.00000000 0.11111111
#>   [28,29) 0.00000000 0.25000000 0.00000000 0.00000000 0.08333333 0.16666667
#>   [29,30) 0.07692308 0.00000000 0.15384615 0.00000000 0.00000000 0.15384615
#>   [30,31) 0.11764706 0.00000000 0.29411765 0.00000000 0.05882353 0.05882353
#>   [31,32) 0.00000000 0.16666667 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.13333333 0.13333333 0.06666667 0.06666667 0.00000000 0.20000000
#>   [33,34) 0.12500000 0.00000000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [34,35) 0.35714286 0.07142857 0.00000000 0.00000000 0.00000000 0.00000000
#>   [35,36) 0.07142857 0.00000000 0.07142857 0.07142857 0.00000000 0.14285714
#>   [36,37) 0.12500000 0.00000000 0.25000000 0.00000000 0.12500000 0.00000000
#>   [37,38) 0.08333333 0.00000000 0.50000000 0.08333333 0.00000000 0.16666667
#>   [38,39) 0.05555556 0.00000000 0.11111111 0.05555556 0.00000000 0.05555556
#>   [39,40) 0.22222222 0.05555556 0.05555556 0.05555556 0.05555556 0.11111111
#>   [40,41) 0.13333333 0.06666667 0.40000000 0.00000000 0.00000000 0.13333333
#>   [41,42) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.11111111
#>   [42,43) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.10000000
#>   [43,44) 0.15384615 0.00000000 0.69230769 0.00000000 0.07692308 0.07692308
#>   [44,45) 0.26666667 0.00000000 0.26666667 0.00000000 0.00000000 0.06666667
#>   [45,46) 0.11111111 0.00000000 0.11111111 0.11111111 0.00000000 0.00000000
#>   [46,47) 0.12500000 0.25000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [47,48) 0.09090909 0.18181818 0.27272727 0.00000000 0.00000000 0.18181818
#>   [48,49) 0.40000000 0.00000000 0.60000000 0.00000000 0.00000000 0.00000000
#>   [49,50) 0.15384615 0.15384615 0.30769231 0.00000000 0.07692308 0.00000000
#>   [50,51) 0.15384615 0.00000000 0.07692308 0.07692308 0.00000000 0.00000000
#>   [51,52) 0.57142857 0.00000000 0.00000000 0.00000000 0.00000000 0.14285714
#>   [52,53) 0.23076923 0.00000000 0.23076923 0.00000000 0.00000000 0.38461538
#>   [53,54) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.12500000
#>   [54,55) 0.08000000 0.00000000 0.28000000 0.00000000 0.12000000 0.00000000
#>   [55,56) 0.18750000 0.18750000 0.31250000 0.00000000 0.00000000 0.12500000
#>   [56,57) 0.66666667 0.66666667 0.66666667 0.00000000 0.33333333 0.33333333
#>   [57,58) 0.00000000 0.00000000 0.00000000 0.25000000 0.25000000 0.25000000
#>   [58,59) 0.12500000 0.12500000 0.37500000 0.00000000 0.00000000 0.00000000
#>   [59,60) 0.26315789 0.10526316 0.26315789 0.10526316 0.05263158 0.10526316
#>   [60,61) 0.46666667 0.06666667 0.20000000 0.06666667 0.13333333 0.00000000
#>   [61,62) 0.25000000 0.25000000 0.00000000 0.25000000 0.00000000 0.25000000
#>   [62,63) 0.00000000 0.00000000 0.45454545 0.00000000 0.00000000 0.09090909
#>   [63,64) 0.12500000 0.18750000 0.12500000 0.18750000 0.00000000 0.25000000
#>   [64,65) 0.12500000 0.06250000 0.18750000 0.06250000 0.06250000 0.12500000
#>   [65,66) 0.23076923 0.07692308 0.15384615 0.15384615 0.00000000 0.07692308
#>   [66,67) 0.00000000 0.33333333 1.66666667 0.00000000 0.00000000 0.66666667
#>   [67,68) 0.33333333 0.00000000 0.33333333 0.00000000 0.00000000 0.33333333
#>   [68,69) 0.00000000 0.16666667 0.33333333 0.00000000 0.16666667 0.00000000
#>   [69,70) 0.00000000 0.00000000 1.00000000 0.00000000 0.50000000 0.00000000
#>   [70,71) 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000 0.25000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.25000000 0.00000000 1.25000000 0.25000000 0.00000000 0.25000000
#>   [73,74) 0.00000000 0.00000000 0.33333333 0.33333333 0.00000000 0.33333333
#>   [74,75) 0.00000000 0.00000000 0.40000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 2.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [66,67)    [67,68)    [68,69)    [69,70)    [70,71)    [71,72)
#>   [0,1)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [1,2)   0.00000000 0.06250000 0.06250000 0.00000000 0.06250000 0.00000000
#>   [2,3)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [3,4)   0.00000000 0.03571429 0.00000000 0.10714286 0.03571429 0.00000000
#>   [4,5)   0.05263158 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [5,6)   0.00000000 0.00000000 0.00000000 0.00000000 0.05555556 0.00000000
#>   [6,7)   0.00000000 0.00000000 0.04347826 0.00000000 0.04347826 0.04347826
#>   [7,8)   0.00000000 0.09090909 0.04545455 0.04545455 0.00000000 0.04545455
#>   [8,9)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [9,10)  0.04347826 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000
#>   [10,11) 0.00000000 0.04761905 0.04761905 0.00000000 0.04761905 0.04761905
#>   [11,12) 0.00000000 0.00000000 0.00000000 0.04347826 0.00000000 0.00000000
#>   [12,13) 0.08333333 0.00000000 0.00000000 0.00000000 0.04166667 0.00000000
#>   [13,14) 0.00000000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [14,15) 0.00000000 0.05555556 0.00000000 0.00000000 0.16666667 0.00000000
#>   [15,16) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.04166667
#>   [16,17) 0.00000000 0.16000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [17,18) 0.00000000 0.00000000 0.06250000 0.06250000 0.00000000 0.00000000
#>   [18,19) 0.00000000 0.04761905 0.09523810 0.00000000 0.00000000 0.00000000
#>   [19,20) 0.00000000 0.05263158 0.00000000 0.00000000 0.00000000 0.00000000
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.05882353 0.11764706 0.00000000
#>   [21,22) 0.07142857 0.00000000 0.00000000 0.00000000 0.00000000 0.07142857
#>   [22,23) 0.00000000 0.10000000 0.00000000 0.10000000 0.00000000 0.00000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.07692308 0.07692308 0.00000000 0.00000000 0.07692308 0.00000000
#>   [25,26) 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.00000000 0.06250000 0.00000000 0.00000000 0.00000000 0.06250000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [28,29) 0.16666667 0.00000000 0.00000000 0.00000000 0.00000000 0.08333333
#>   [29,30) 0.00000000 0.15384615 0.00000000 0.00000000 0.07692308 0.00000000
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.05882353
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.00000000 0.13333333 0.06666667 0.00000000 0.06666667 0.00000000
#>   [33,34) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [34,35) 0.00000000 0.07142857 0.00000000 0.00000000 0.07142857 0.07142857
#>   [35,36) 0.00000000 0.07142857 0.00000000 0.07142857 0.07142857 0.00000000
#>   [36,37) 0.00000000 0.00000000 0.12500000 0.00000000 0.12500000 0.12500000
#>   [37,38) 0.08333333 0.16666667 0.08333333 0.00000000 0.00000000 0.00000000
#>   [38,39) 0.05555556 0.11111111 0.11111111 0.00000000 0.22222222 0.11111111
#>   [39,40) 0.00000000 0.00000000 0.05555556 0.05555556 0.05555556 0.05555556
#>   [40,41) 0.00000000 0.00000000 0.00000000 0.00000000 0.13333333 0.06666667
#>   [41,42) 0.00000000 0.00000000 0.11111111 0.00000000 0.11111111 0.00000000
#>   [42,43) 0.10000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [43,44) 0.00000000 0.00000000 0.15384615 0.00000000 0.00000000 0.07692308
#>   [44,45) 0.06666667 0.06666667 0.06666667 0.06666667 0.00000000 0.00000000
#>   [45,46) 0.00000000 0.05555556 0.00000000 0.00000000 0.00000000 0.00000000
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [47,48) 0.00000000 0.18181818 0.00000000 0.00000000 0.00000000 0.00000000
#>   [48,49) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [49,50) 0.00000000 0.07692308 0.00000000 0.07692308 0.00000000 0.07692308
#>   [50,51) 0.00000000 0.07692308 0.00000000 0.00000000 0.00000000 0.00000000
#>   [51,52) 0.14285714 0.14285714 0.00000000 0.00000000 0.42857143 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [53,54) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [54,55) 0.00000000 0.08000000 0.04000000 0.04000000 0.00000000 0.04000000
#>   [55,56) 0.00000000 0.06250000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [56,57) 0.00000000 0.33333333 0.00000000 0.00000000 0.33333333 0.00000000
#>   [57,58) 0.00000000 0.50000000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [58,59) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [59,60) 0.00000000 0.05263158 0.00000000 0.00000000 0.05263158 0.00000000
#>   [60,61) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.13333333
#>   [61,62) 0.12500000 0.12500000 0.00000000 0.00000000 0.12500000 0.12500000
#>   [62,63) 0.00000000 0.09090909 0.09090909 0.00000000 0.09090909 0.00000000
#>   [63,64) 0.06250000 0.18750000 0.00000000 0.00000000 0.25000000 0.00000000
#>   [64,65) 0.12500000 0.18750000 0.06250000 0.06250000 0.06250000 0.00000000
#>   [65,66) 0.23076923 0.15384615 0.00000000 0.00000000 0.00000000 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.33333333
#>   [67,68) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.16666667 0.33333333 0.50000000 0.33333333 0.16666667 0.16666667
#>   [69,70) 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.12500000 0.12500000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 1.50000000 1.00000000 0.50000000 0.50000000 0.50000000
#>   [72,73) 0.00000000 0.50000000 0.25000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.33333333 0.33333333 0.00000000 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.20000000 0.20000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [72,73)    [73,74)    [74,75)    [75,76)    [76,77)    [77,78)
#>   [0,1)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.06666667
#>   [1,2)   0.12500000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [2,3)   0.11764706 0.00000000 0.11764706 0.05882353 0.00000000 0.00000000
#>   [3,4)   0.00000000 0.00000000 0.00000000 0.03571429 0.00000000 0.00000000
#>   [4,5)   0.00000000 0.10526316 0.00000000 0.00000000 0.00000000 0.00000000
#>   [5,6)   0.00000000 0.00000000 0.00000000 0.11111111 0.00000000 0.00000000
#>   [6,7)   0.00000000 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000
#>   [7,8)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [8,9)   0.00000000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [9,10)  0.00000000 0.00000000 0.04347826 0.00000000 0.04347826 0.00000000
#>   [10,11) 0.04761905 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [11,12) 0.00000000 0.00000000 0.08695652 0.00000000 0.00000000 0.00000000
#>   [12,13) 0.00000000 0.00000000 0.00000000 0.08333333 0.04166667 0.00000000
#>   [13,14) 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000
#>   [14,15) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [15,16) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [16,17) 0.04000000 0.00000000 0.00000000 0.08000000 0.00000000 0.00000000
#>   [17,18) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [18,19) 0.09523810 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [19,20) 0.00000000 0.00000000 0.05263158 0.10526316 0.00000000 0.00000000
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.11764706 0.00000000 0.00000000
#>   [21,22) 0.00000000 0.00000000 0.00000000 0.00000000 0.07142857 0.00000000
#>   [22,23) 0.00000000 0.00000000 0.00000000 0.20000000 0.00000000 0.20000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [25,26) 0.11111111 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.06250000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [28,29) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [29,30) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.05882353
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.00000000 0.06666667 0.00000000 0.00000000 0.00000000 0.06666667
#>   [33,34) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [34,35) 0.00000000 0.00000000 0.00000000 0.07142857 0.00000000 0.00000000
#>   [35,36) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.14285714
#>   [36,37) 0.12500000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [37,38) 0.16666667 0.00000000 0.00000000 0.08333333 0.00000000 0.08333333
#>   [38,39) 0.05555556 0.00000000 0.00000000 0.11111111 0.00000000 0.00000000
#>   [39,40) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [40,41) 0.06666667 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [41,42) 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000
#>   [42,43) 0.00000000 0.10000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [43,44) 0.07692308 0.00000000 0.00000000 0.07692308 0.00000000 0.00000000
#>   [44,45) 0.26666667 0.00000000 0.06666667 0.00000000 0.00000000 0.00000000
#>   [45,46) 0.11111111 0.05555556 0.05555556 0.05555556 0.05555556 0.05555556
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [47,48) 0.09090909 0.00000000 0.00000000 0.09090909 0.00000000 0.09090909
#>   [48,49) 0.00000000 0.00000000 0.20000000 0.20000000 0.00000000 0.00000000
#>   [49,50) 0.07692308 0.23076923 0.07692308 0.00000000 0.00000000 0.15384615
#>   [50,51) 0.23076923 0.07692308 0.00000000 0.07692308 0.00000000 0.00000000
#>   [51,52) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [52,53) 0.07692308 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [53,54) 0.12500000 0.12500000 0.12500000 0.12500000 0.12500000 0.00000000
#>   [54,55) 0.16000000 0.00000000 0.08000000 0.12000000 0.00000000 0.00000000
#>   [55,56) 0.00000000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [56,57) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [57,58) 0.37500000 0.00000000 0.00000000 0.12500000 0.00000000 0.12500000
#>   [58,59) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [59,60) 0.05263158 0.00000000 0.10526316 0.00000000 0.00000000 0.05263158
#>   [60,61) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [61,62) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [63,64) 0.00000000 0.00000000 0.06250000 0.18750000 0.00000000 0.06250000
#>   [64,65) 0.12500000 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000
#>   [65,66) 0.07692308 0.07692308 0.07692308 0.07692308 0.00000000 0.00000000
#>   [66,67) 0.33333333 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.66666667 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.00000000 0.00000000 0.16666667 0.16666667
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.25000000 0.00000000 0.12500000 0.25000000 0.12500000 0.00000000
#>   [71,72) 0.50000000 0.00000000 0.50000000 0.00000000 0.00000000 0.50000000
#>   [72,73) 0.25000000 0.00000000 0.00000000 0.25000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.00000000 0.66666667 0.33333333 0.00000000
#>   [74,75) 0.60000000 0.00000000 0.00000000 0.00000000 0.20000000 0.80000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [78,79)    [79,80)    [80,81)    [81,82)    [82,83)    [83,84)
#>   [0,1)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [1,2)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [2,3)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [3,4)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [4,5)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [5,6)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [6,7)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [7,8)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [8,9)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [9,10)  0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [10,11) 0.00000000 0.04761905 0.00000000 0.00000000 0.00000000 0.00000000
#>   [11,12) 0.00000000 0.00000000 0.04347826 0.00000000 0.00000000 0.00000000
#>   [12,13) 0.00000000 0.04166667 0.00000000 0.00000000 0.04166667 0.00000000
#>   [13,14) 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000 0.00000000
#>   [14,15) 0.00000000 0.05555556 0.00000000 0.00000000 0.00000000 0.00000000
#>   [15,16) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [16,17) 0.04000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [17,18) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [18,19) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [19,20) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.00000000 0.05882353 0.00000000
#>   [21,22) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [22,23) 0.10000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.07692308 0.00000000 0.00000000
#>   [25,26) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.00000000 0.00000000 0.06250000 0.00000000 0.06250000 0.00000000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.11111111
#>   [28,29) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [29,30) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [33,34) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [34,35) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [35,36) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [36,37) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [37,38) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.08333333
#>   [38,39) 0.00000000 0.05555556 0.00000000 0.00000000 0.00000000 0.00000000
#>   [39,40) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [40,41) 0.00000000 0.06666667 0.06666667 0.06666667 0.00000000 0.00000000
#>   [41,42) 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [42,43) 0.00000000 0.00000000 0.10000000 0.00000000 0.10000000 0.00000000
#>   [43,44) 0.00000000 0.00000000 0.00000000 0.07692308 0.07692308 0.00000000
#>   [44,45) 0.00000000 0.06666667 0.06666667 0.06666667 0.06666667 0.06666667
#>   [45,46) 0.00000000 0.11111111 0.05555556 0.00000000 0.00000000 0.05555556
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [47,48) 0.00000000 0.09090909 0.00000000 0.00000000 0.00000000 0.00000000
#>   [48,49) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.20000000
#>   [49,50) 0.15384615 0.07692308 0.07692308 0.00000000 0.15384615 0.00000000
#>   [50,51) 0.00000000 0.00000000 0.15384615 0.00000000 0.00000000 0.00000000
#>   [51,52) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.00000000 0.00000000 0.15384615 0.00000000
#>   [53,54) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [54,55) 0.00000000 0.00000000 0.08000000 0.04000000 0.00000000 0.00000000
#>   [55,56) 0.06250000 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000
#>   [56,57) 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000
#>   [57,58) 0.00000000 0.12500000 0.00000000 0.12500000 0.00000000 0.12500000
#>   [58,59) 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [59,60) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.10526316
#>   [60,61) 0.00000000 0.00000000 0.06666667 0.00000000 0.00000000 0.00000000
#>   [61,62) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [63,64) 0.06250000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [64,65) 0.00000000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [65,66) 0.00000000 0.00000000 0.15384615 0.07692308 0.00000000 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.16666667
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.33333333 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [84,85)    [85,86)    [86,87)    [87,88) [88,89)    [89,90)
#>   [0,1)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [1,2)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [2,3)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [3,4)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [4,5)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [5,6)   0.00000000 0.05555556 0.00000000 0.00000000  0.0000 0.00000000
#>   [6,7)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [7,8)   0.00000000 0.00000000 0.04545455 0.00000000  0.0000 0.00000000
#>   [8,9)   0.00000000 0.12500000 0.00000000 0.00000000  0.0000 0.00000000
#>   [9,10)  0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [10,11) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [11,12) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [12,13) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [13,14) 0.00000000 0.06250000 0.00000000 0.00000000  0.0000 0.00000000
#>   [14,15) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [15,16) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [16,17) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [17,18) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [18,19) 0.04761905 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [19,20) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [21,22) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [22,23) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [25,26) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [26,27) 0.00000000 0.00000000 0.00000000 0.00000000  0.0625 0.00000000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [28,29) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [29,30) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [32,33) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [33,34) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [34,35) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [35,36) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.07142857
#>   [36,37) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [37,38) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [38,39) 0.00000000 0.00000000 0.05555556 0.00000000  0.0000 0.00000000
#>   [39,40) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.05555556
#>   [40,41) 0.00000000 0.06666667 0.00000000 0.00000000  0.0000 0.00000000
#>   [41,42) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [42,43) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [43,44) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [44,45) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [45,46) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [47,48) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [48,49) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [49,50) 0.00000000 0.07692308 0.07692308 0.07692308  0.0000 0.00000000
#>   [50,51) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [51,52) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [52,53) 0.07692308 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [53,54) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [54,55) 0.00000000 0.08000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [55,56) 0.00000000 0.06250000 0.18750000 0.06250000  0.0000 0.00000000
#>   [56,57) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [57,58) 0.00000000 0.12500000 0.25000000 0.00000000  0.0000 0.00000000
#>   [58,59) 0.00000000 0.00000000 0.12500000 0.12500000  0.0000 0.00000000
#>   [59,60) 0.10526316 0.05263158 0.00000000 0.00000000  0.0000 0.00000000
#>   [60,61) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [61,62) 0.12500000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [62,63) 0.09090909 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [63,64) 0.00000000 0.12500000 0.06250000 0.00000000  0.0000 0.00000000
#>   [64,65) 0.00000000 0.00000000 0.00000000 0.00000000  0.0625 0.00000000
#>   [65,66) 0.07692308 0.07692308 0.00000000 0.00000000  0.0000 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [67,68) 0.33333333 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [68,69) 0.16666667 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [70,71) 0.12500000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [73,74) 0.33333333 0.33333333 0.00000000 0.00000000  0.0000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [76,77)         NA         NA         NA         NA      NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.50000000 0.00000000  0.0000 0.00000000
#>   [80,81)         NA         NA         NA         NA      NA         NA
#>   [81,82)         NA         NA         NA         NA      NA         NA
#>   [82,83)         NA         NA         NA         NA      NA         NA
#>   [83,84)         NA         NA         NA         NA      NA         NA
#>   [84,85)         NA         NA         NA         NA      NA         NA
#>   [85,86)         NA         NA         NA         NA      NA         NA
#>   [86,87)         NA         NA         NA         NA      NA         NA
#>   [87,88)         NA         NA         NA         NA      NA         NA
#>   [88,89)         NA         NA         NA         NA      NA         NA
#>   [89,90)         NA         NA         NA         NA      NA         NA
#>   [90,91)         NA         NA         NA         NA      NA         NA
#>   [91,92)         NA         NA         NA         NA      NA         NA
#>   [92,93)         NA         NA         NA         NA      NA         NA
#>   [93,94)         NA         NA         NA         NA      NA         NA
#>   [94,95)         NA         NA         NA         NA      NA         NA
#>   [95,96)         NA         NA         NA         NA      NA         NA
#>   [96,97)         NA         NA         NA         NA      NA         NA
#>   [97,98)         NA         NA         NA         NA      NA         NA
#>   [98,99)         NA         NA         NA         NA      NA         NA
#>   99+             NA         NA         NA         NA      NA         NA
#>          contact.age.group
#> age.group    [90,91) [91,92)    [92,93)   [93,94)    [94,95) [95,96) [96,97)
#>   [0,1)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [1,2)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [2,3)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [3,4)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [4,5)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [5,6)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [6,7)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [7,8)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [8,9)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [9,10)  0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [10,11) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [11,12) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [12,13) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [13,14) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [14,15) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [15,16) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [16,17) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [17,18) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [18,19) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [19,20) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [20,21) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [21,22) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [22,23) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [23,24) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [24,25) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [25,26) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [26,27) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [27,28) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [28,29) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [29,30) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [30,31) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [31,32) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [32,33) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [33,34) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [34,35) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [35,36) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [36,37) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [37,38) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [38,39) 0.05555556       0 0.00000000 0.0000000 0.00000000       0       0
#>   [39,40) 0.05555556       0 0.00000000 0.0000000 0.00000000       0       0
#>   [40,41) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [41,42) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [42,43) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [43,44) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [44,45) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [45,46) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [46,47) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [47,48) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [48,49) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [49,50) 0.07692308       0 0.07692308 0.0000000 0.07692308       0       0
#>   [50,51) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [51,52) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [52,53) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [53,54) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [54,55) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [55,56) 0.00000000       0 0.00000000 0.0000000 0.06250000       0       0
#>   [56,57) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [57,58) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [58,59) 0.00000000       0 0.00000000 0.1250000 0.00000000       0       0
#>   [59,60) 0.00000000       0 0.00000000 0.1052632 0.00000000       0       0
#>   [60,61) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [61,62) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [62,63) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [63,64) 0.06250000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [64,65) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [65,66) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [66,67) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [67,68) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [68,69) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [69,70) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [70,71) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [71,72) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [72,73) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [73,74) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [74,75) 0.00000000       0 0.20000000 0.0000000 0.00000000       0       0
#>   [75,76) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [76,77)         NA      NA         NA        NA         NA      NA      NA
#>   [77,78) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [78,79) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [79,80) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [80,81)         NA      NA         NA        NA         NA      NA      NA
#>   [81,82)         NA      NA         NA        NA         NA      NA      NA
#>   [82,83)         NA      NA         NA        NA         NA      NA      NA
#>   [83,84)         NA      NA         NA        NA         NA      NA      NA
#>   [84,85)         NA      NA         NA        NA         NA      NA      NA
#>   [85,86)         NA      NA         NA        NA         NA      NA      NA
#>   [86,87)         NA      NA         NA        NA         NA      NA      NA
#>   [87,88)         NA      NA         NA        NA         NA      NA      NA
#>   [88,89)         NA      NA         NA        NA         NA      NA      NA
#>   [89,90)         NA      NA         NA        NA         NA      NA      NA
#>   [90,91)         NA      NA         NA        NA         NA      NA      NA
#>   [91,92)         NA      NA         NA        NA         NA      NA      NA
#>   [92,93)         NA      NA         NA        NA         NA      NA      NA
#>   [93,94)         NA      NA         NA        NA         NA      NA      NA
#>   [94,95)         NA      NA         NA        NA         NA      NA      NA
#>   [95,96)         NA      NA         NA        NA         NA      NA      NA
#>   [96,97)         NA      NA         NA        NA         NA      NA      NA
#>   [97,98)         NA      NA         NA        NA         NA      NA      NA
#>   [98,99)         NA      NA         NA        NA         NA      NA      NA
#>   99+             NA      NA         NA        NA         NA      NA      NA
#>          contact.age.group
#> age.group [97,98) [98,99)    99+
#>   [0,1)         0       0 0.0000
#>   [1,2)         0       0 0.0000
#>   [2,3)         0       0 0.0000
#>   [3,4)         0       0 0.0000
#>   [4,5)         0       0 0.0000
#>   [5,6)         0       0 0.0000
#>   [6,7)         0       0 0.0000
#>   [7,8)         0       0 0.0000
#>   [8,9)         0       0 0.0000
#>   [9,10)        0       0 0.0000
#>   [10,11)       0       0 0.0000
#>   [11,12)       0       0 0.0000
#>   [12,13)       0       0 0.0000
#>   [13,14)       0       0 0.0000
#>   [14,15)       0       0 0.0000
#>   [15,16)       0       0 0.0000
#>   [16,17)       0       0 0.0000
#>   [17,18)       0       0 0.0000
#>   [18,19)       0       0 0.0000
#>   [19,20)       0       0 0.0000
#>   [20,21)       0       0 0.0000
#>   [21,22)       0       0 0.0000
#>   [22,23)       0       0 0.0000
#>   [23,24)       0       0 0.0000
#>   [24,25)       0       0 0.0000
#>   [25,26)       0       0 0.0000
#>   [26,27)       0       0 0.0000
#>   [27,28)       0       0 0.0000
#>   [28,29)       0       0 0.0000
#>   [29,30)       0       0 0.0000
#>   [30,31)       0       0 0.0000
#>   [31,32)       0       0 0.0000
#>   [32,33)       0       0 0.0000
#>   [33,34)       0       0 0.0000
#>   [34,35)       0       0 0.0000
#>   [35,36)       0       0 0.0000
#>   [36,37)       0       0 0.0000
#>   [37,38)       0       0 0.0000
#>   [38,39)       0       0 0.0000
#>   [39,40)       0       0 0.0000
#>   [40,41)       0       0 0.0000
#>   [41,42)       0       0 0.0000
#>   [42,43)       0       0 0.0000
#>   [43,44)       0       0 0.0000
#>   [44,45)       0       0 0.0000
#>   [45,46)       0       0 0.0000
#>   [46,47)       0       0 0.0000
#>   [47,48)       0       0 0.0000
#>   [48,49)       0       0 0.0000
#>   [49,50)       0       0 0.0000
#>   [50,51)       0       0 0.0000
#>   [51,52)       0       0 0.0000
#>   [52,53)       0       0 0.0000
#>   [53,54)       0       0 0.0000
#>   [54,55)       0       0 0.0000
#>   [55,56)       0       0 0.0625
#>   [56,57)       0       0 0.0000
#>   [57,58)       0       0 0.0000
#>   [58,59)       0       0 0.0000
#>   [59,60)       0       0 0.0000
#>   [60,61)       0       0 0.0000
#>   [61,62)       0       0 0.0000
#>   [62,63)       0       0 0.0000
#>   [63,64)       0       0 0.0000
#>   [64,65)       0       0 0.0000
#>   [65,66)       0       0 0.0000
#>   [66,67)       0       0 0.0000
#>   [67,68)       0       0 0.0000
#>   [68,69)       0       0 0.0000
#>   [69,70)       0       0 0.0000
#>   [70,71)       0       0 0.0000
#>   [71,72)       0       0 0.0000
#>   [72,73)       0       0 0.0000
#>   [73,74)       0       0 0.0000
#>   [74,75)       0       0 0.0000
#>   [75,76)       0       0 0.0000
#>   [76,77)      NA      NA     NA
#>   [77,78)       0       0 0.0000
#>   [78,79)       0       0 0.0000
#>   [79,80)       0       0 0.0000
#>   [80,81)      NA      NA     NA
#>   [81,82)      NA      NA     NA
#>   [82,83)      NA      NA     NA
#>   [83,84)      NA      NA     NA
#>   [84,85)      NA      NA     NA
#>   [85,86)      NA      NA     NA
#>   [86,87)      NA      NA     NA
#>   [87,88)      NA      NA     NA
#>   [88,89)      NA      NA     NA
#>   [89,90)      NA      NA     NA
#>   [90,91)      NA      NA     NA
#>   [91,92)      NA      NA     NA
#>   [92,93)      NA      NA     NA
#>   [93,94)      NA      NA     NA
#>   [94,95)      NA      NA     NA
#>   [95,96)      NA      NA     NA
#>   [96,97)      NA      NA     NA
#>   [97,98)      NA      NA     NA
#>   [98,99)      NA      NA     NA
#>   99+          NA      NA     NA
#> 
#> $participants
#>      age.group participants   proportion
#>         <char>        <int>        <num>
#>   1:     [0,1)           15 0.0148367953
#>   2:     [1,2)           16 0.0158259149
#>   3:     [2,3)           17 0.0168150346
#>   4:     [3,4)           28 0.0276953511
#>   5:     [4,5)           19 0.0187932740
#>   6:     [5,6)           18 0.0178041543
#>   7:     [6,7)           23 0.0227497527
#>   8:     [7,8)           22 0.0217606330
#>   9:     [8,9)           16 0.0158259149
#>  10:    [9,10)           23 0.0227497527
#>  11:   [10,11)           21 0.0207715134
#>  12:   [11,12)           23 0.0227497527
#>  13:   [12,13)           24 0.0237388724
#>  14:   [13,14)           16 0.0158259149
#>  15:   [14,15)           18 0.0178041543
#>  16:   [15,16)           24 0.0237388724
#>  17:   [16,17)           25 0.0247279921
#>  18:   [17,18)           16 0.0158259149
#>  19:   [18,19)           21 0.0207715134
#>  20:   [19,20)           19 0.0187932740
#>  21:   [20,21)           17 0.0168150346
#>  22:   [21,22)           14 0.0138476756
#>  23:   [22,23)           10 0.0098911968
#>  24:   [23,24)            5 0.0049455984
#>  25:   [24,25)           13 0.0128585559
#>  26:   [25,26)            9 0.0089020772
#>  27:   [26,27)           16 0.0158259149
#>  28:   [27,28)            9 0.0089020772
#>  29:   [28,29)           12 0.0118694362
#>  30:   [29,30)           13 0.0128585559
#>  31:   [30,31)           17 0.0168150346
#>  32:   [31,32)            6 0.0059347181
#>  33:   [32,33)           15 0.0148367953
#>  34:   [33,34)            8 0.0079129575
#>  35:   [34,35)           14 0.0138476756
#>  36:   [35,36)           14 0.0138476756
#>  37:   [36,37)            8 0.0079129575
#>  38:   [37,38)           12 0.0118694362
#>  39:   [38,39)           18 0.0178041543
#>  40:   [39,40)           18 0.0178041543
#>  41:   [40,41)           15 0.0148367953
#>  42:   [41,42)            9 0.0089020772
#>  43:   [42,43)           10 0.0098911968
#>  44:   [43,44)           13 0.0128585559
#>  45:   [44,45)           15 0.0148367953
#>  46:   [45,46)           18 0.0178041543
#>  47:   [46,47)            8 0.0079129575
#>  48:   [47,48)           11 0.0108803165
#>  49:   [48,49)            5 0.0049455984
#>  50:   [49,50)           13 0.0128585559
#>  51:   [50,51)           13 0.0128585559
#>  52:   [51,52)            7 0.0069238378
#>  53:   [52,53)           13 0.0128585559
#>  54:   [53,54)            8 0.0079129575
#>  55:   [54,55)           25 0.0247279921
#>  56:   [55,56)           16 0.0158259149
#>  57:   [56,57)            3 0.0029673591
#>  58:   [57,58)            8 0.0079129575
#>  59:   [58,59)            8 0.0079129575
#>  60:   [59,60)           19 0.0187932740
#>  61:   [60,61)           15 0.0148367953
#>  62:   [61,62)            8 0.0079129575
#>  63:   [62,63)           11 0.0108803165
#>  64:   [63,64)           16 0.0158259149
#>  65:   [64,65)           16 0.0158259149
#>  66:   [65,66)           13 0.0128585559
#>  67:   [66,67)            3 0.0029673591
#>  68:   [67,68)            3 0.0029673591
#>  69:   [68,69)            6 0.0059347181
#>  70:   [69,70)            2 0.0019782394
#>  71:   [70,71)            8 0.0079129575
#>  72:   [71,72)            2 0.0019782394
#>  73:   [72,73)            4 0.0039564787
#>  74:   [73,74)            3 0.0029673591
#>  75:   [74,75)            5 0.0049455984
#>  76:   [75,76)            2 0.0019782394
#>  77:   [76,77)            0 0.0000000000
#>  78:   [77,78)            2 0.0019782394
#>  79:   [78,79)            1 0.0009891197
#>  80:   [79,80)            2 0.0019782394
#>  81:   [80,81)            0 0.0000000000
#>  82:   [81,82)            0 0.0000000000
#>  83:   [82,83)            0 0.0000000000
#>  84:   [83,84)            0 0.0000000000
#>  85:   [84,85)            0 0.0000000000
#>  86:   [85,86)            0 0.0000000000
#>  87:   [86,87)            0 0.0000000000
#>  88:   [87,88)            0 0.0000000000
#>  89:   [88,89)            0 0.0000000000
#>  90:   [89,90)            0 0.0000000000
#>  91:   [90,91)            0 0.0000000000
#>  92:   [91,92)            0 0.0000000000
#>  93:   [92,93)            0 0.0000000000
#>  94:   [93,94)            0 0.0000000000
#>  95:   [94,95)            0 0.0000000000
#>  96:   [95,96)            0 0.0000000000
#>  97:   [96,97)            0 0.0000000000
#>  98:   [97,98)            0 0.0000000000
#>  99:   [98,99)            0 0.0000000000
#> 100:       99+            0 0.0000000000
#>      age.group participants   proportion
#>         <char>        <int>        <num>

For recent UN World Population Prospects data, the wpp2024 package is available from GitHub (remotes::install_github("PPgp/wpp2024")):

data("popAge1dt", package = "wpp2024")
uk_pop <- popAge1dt[name == "United Kingdom" & year == 2020,
  .(lower.age.limit = age, population = pop * 1000)
]
contact_matrix(polymod, countries = "United Kingdom", survey_pop = uk_pop)
#> $matrix
#>          contact.age.group
#> age.group      [0,1)      [1,2)      [2,3)      [3,4)      [4,5)      [5,6)
#>   [0,1)   0.40000000 0.20000000 0.13333333 0.33333333 0.13333333 0.13333333
#>   [1,2)   0.25000000 0.50000000 0.25000000 0.56250000 0.06250000 0.37500000
#>   [2,3)   0.05882353 0.35294118 0.11764706 0.82352941 0.23529412 0.11764706
#>   [3,4)   0.07142857 0.28571429 0.32142857 1.07142857 0.46428571 0.10714286
#>   [4,5)   0.10526316 0.10526316 0.10526316 1.31578947 0.94736842 0.36842105
#>   [5,6)   0.00000000 0.22222222 0.27777778 0.27777778 0.50000000 2.16666667
#>   [6,7)   0.00000000 0.00000000 0.30434783 0.13043478 0.17391304 0.39130435
#>   [7,8)   0.00000000 0.00000000 0.04545455 0.09090909 0.13636364 0.18181818
#>   [8,9)   0.06250000 0.25000000 0.06250000 0.31250000 0.12500000 0.31250000
#>   [9,10)  0.00000000 0.04347826 0.08695652 0.13043478 0.17391304 0.17391304
#>   [10,11) 0.00000000 0.19047619 0.09523810 0.14285714 0.14285714 0.38095238
#>   [11,12) 0.08695652 0.04347826 0.08695652 0.08695652 0.13043478 0.08695652
#>   [12,13) 0.08333333 0.04166667 0.00000000 0.04166667 0.08333333 0.16666667
#>   [13,14) 0.00000000 0.06250000 0.12500000 0.00000000 0.06250000 0.12500000
#>   [14,15) 0.00000000 0.05555556 0.05555556 0.22222222 0.22222222 0.00000000
#>   [15,16) 0.04166667 0.04166667 0.12500000 0.04166667 0.00000000 0.04166667
#>   [16,17) 0.00000000 0.12000000 0.04000000 0.04000000 0.24000000 0.24000000
#>   [17,18) 0.00000000 0.06250000 0.00000000 0.00000000 0.06250000 0.12500000
#>   [18,19) 0.00000000 0.04761905 0.00000000 0.00000000 0.00000000 0.00000000
#>   [19,20) 0.00000000 0.00000000 0.10526316 0.05263158 0.10526316 0.05263158
#>   [20,21) 0.00000000 0.11764706 0.05882353 0.00000000 0.00000000 0.00000000
#>   [21,22) 0.07142857 0.07142857 0.21428571 0.14285714 0.00000000 0.14285714
#>   [22,23) 0.00000000 0.00000000 0.00000000 0.10000000 0.70000000 0.30000000
#>   [23,24) 0.00000000 0.20000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [24,25) 0.00000000 0.15384615 0.15384615 0.07692308 0.15384615 0.07692308
#>   [25,26) 0.22222222 0.00000000 0.11111111 0.33333333 0.44444444 0.00000000
#>   [26,27) 0.06250000 0.31250000 0.06250000 0.00000000 0.25000000 0.25000000
#>   [27,28) 0.22222222 0.22222222 0.33333333 0.22222222 0.11111111 0.00000000
#>   [28,29) 0.00000000 0.08333333 0.33333333 0.25000000 0.08333333 0.33333333
#>   [29,30) 0.00000000 0.15384615 0.00000000 0.07692308 0.00000000 0.00000000
#>   [30,31) 0.00000000 0.11764706 0.05882353 0.35294118 0.17647059 0.23529412
#>   [31,32) 0.16666667 0.00000000 0.00000000 0.33333333 0.00000000 0.16666667
#>   [32,33) 0.06666667 0.13333333 0.13333333 0.06666667 0.13333333 0.13333333
#>   [33,34) 0.00000000 0.25000000 0.25000000 0.00000000 0.12500000 0.12500000
#>   [34,35) 0.21428571 0.21428571 0.14285714 0.21428571 0.07142857 0.00000000
#>   [35,36) 0.21428571 0.07142857 0.28571429 0.71428571 0.64285714 0.07142857
#>   [36,37) 0.12500000 0.12500000 0.37500000 0.25000000 0.25000000 0.12500000
#>   [37,38) 0.00000000 0.08333333 0.00000000 0.08333333 0.16666667 2.08333333
#>   [38,39) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.22222222
#>   [39,40) 0.05555556 0.00000000 0.22222222 0.16666667 0.05555556 0.22222222
#>   [40,41) 0.00000000 0.13333333 0.13333333 0.20000000 0.00000000 0.13333333
#>   [41,42) 0.00000000 0.11111111 0.00000000 0.00000000 0.11111111 0.11111111
#>   [42,43) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [43,44) 0.00000000 0.15384615 0.15384615 0.07692308 0.00000000 0.15384615
#>   [44,45) 0.00000000 0.00000000 0.06666667 0.00000000 0.00000000 0.13333333
#>   [45,46) 0.00000000 0.05555556 0.00000000 0.11111111 0.00000000 0.00000000
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [47,48) 0.00000000 0.09090909 0.00000000 0.00000000 0.18181818 0.09090909
#>   [48,49) 0.00000000 0.00000000 0.40000000 0.20000000 0.00000000 0.00000000
#>   [49,50) 0.00000000 0.00000000 0.07692308 0.00000000 0.07692308 0.00000000
#>   [50,51) 0.00000000 0.00000000 0.00000000 0.15384615 0.07692308 0.00000000
#>   [51,52) 0.00000000 0.14285714 0.00000000 0.28571429 0.00000000 0.00000000
#>   [52,53) 0.00000000 0.15384615 0.00000000 0.15384615 0.00000000 0.07692308
#>   [53,54) 0.00000000 0.00000000 0.25000000 0.00000000 0.25000000 0.00000000
#>   [54,55) 0.16000000 0.08000000 0.08000000 0.04000000 0.04000000 0.08000000
#>   [55,56) 0.00000000 0.00000000 0.00000000 0.06250000 0.06250000 0.00000000
#>   [56,57) 0.00000000 0.66666667 0.00000000 0.00000000 0.00000000 0.33333333
#>   [57,58) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [58,59) 0.00000000 0.00000000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [59,60) 0.00000000 0.00000000 0.10526316 0.10526316 0.00000000 0.00000000
#>   [60,61) 0.06666667 0.06666667 0.06666667 0.06666667 0.06666667 0.00000000
#>   [61,62) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [62,63) 0.09090909 0.00000000 0.27272727 0.09090909 0.00000000 0.09090909
#>   [63,64) 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000 0.06250000
#>   [64,65) 0.00000000 0.00000000 0.00000000 0.06250000 0.06250000 0.00000000
#>   [65,66) 0.00000000 0.07692308 0.07692308 0.15384615 0.15384615 0.07692308
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000 0.33333333
#>   [67,68) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000 0.25000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.00000000 0.66666667 0.00000000 0.33333333
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group      [6,7)      [7,8)      [8,9)     [9,10)    [10,11)    [11,12)
#>   [0,1)   0.06666667 0.20000000 0.20000000 0.20000000 0.33333333 0.00000000
#>   [1,2)   0.18750000 0.06250000 0.12500000 0.18750000 0.00000000 0.06250000
#>   [2,3)   0.23529412 0.11764706 0.00000000 0.05882353 0.11764706 0.00000000
#>   [3,4)   0.28571429 0.28571429 0.07142857 0.07142857 0.07142857 0.03571429
#>   [4,5)   0.36842105 0.36842105 0.31578947 0.21052632 0.15789474 0.21052632
#>   [5,6)   1.22222222 0.44444444 0.27777778 0.00000000 0.11111111 0.11111111
#>   [6,7)   3.56521739 1.17391304 0.43478261 0.30434783 0.13043478 0.13043478
#>   [7,8)   1.22727273 3.81818182 0.54545455 0.36363636 0.27272727 0.22727273
#>   [8,9)   0.43750000 1.87500000 3.00000000 1.93750000 0.43750000 0.43750000
#>   [9,10)  0.30434783 0.47826087 2.52173913 5.73913043 1.95652174 0.65217391
#>   [10,11) 0.23809524 0.57142857 0.38095238 0.66666667 2.52380952 0.61904762
#>   [11,12) 0.17391304 0.00000000 0.39130435 0.39130435 0.65217391 4.52173913
#>   [12,13) 0.08333333 0.04166667 0.20833333 0.37500000 0.29166667 0.70833333
#>   [13,14) 0.00000000 0.25000000 0.06250000 0.18750000 0.31250000 0.18750000
#>   [14,15) 0.16666667 0.11111111 0.05555556 0.16666667 0.22222222 0.44444444
#>   [15,16) 0.04166667 0.12500000 0.00000000 0.20833333 0.04166667 0.16666667
#>   [16,17) 0.08000000 0.08000000 0.12000000 0.12000000 0.08000000 0.08000000
#>   [17,18) 0.12500000 0.06250000 0.62500000 0.18750000 0.18750000 0.12500000
#>   [18,19) 0.04761905 0.61904762 0.00000000 0.19047619 0.28571429 0.00000000
#>   [19,20) 0.10526316 0.52631579 0.00000000 0.10526316 0.10526316 0.21052632
#>   [20,21) 0.00000000 0.00000000 0.05882353 0.00000000 0.11764706 0.11764706
#>   [21,22) 0.07142857 0.07142857 0.00000000 0.00000000 0.07142857 0.00000000
#>   [22,23) 1.30000000 0.10000000 0.50000000 0.80000000 0.20000000 0.10000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [25,26) 0.11111111 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.12500000 0.06250000 0.06250000 0.06250000 0.00000000 0.06250000
#>   [27,28) 0.22222222 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000
#>   [28,29) 0.00000000 0.25000000 0.00000000 0.16666667 0.08333333 0.00000000
#>   [29,30) 0.07692308 0.61538462 0.61538462 0.15384615 0.07692308 0.07692308
#>   [30,31) 0.23529412 0.17647059 0.17647059 0.05882353 0.23529412 0.00000000
#>   [31,32) 0.00000000 0.16666667 0.00000000 0.16666667 0.00000000 0.00000000
#>   [32,33) 0.26666667 0.33333333 0.20000000 0.33333333 0.20000000 0.06666667
#>   [33,34) 0.00000000 0.37500000 0.12500000 0.12500000 0.12500000 0.00000000
#>   [34,35) 0.14285714 0.50000000 0.21428571 0.14285714 0.28571429 0.14285714
#>   [35,36) 0.21428571 0.21428571 0.71428571 0.00000000 0.21428571 0.14285714
#>   [36,37) 0.25000000 1.62500000 0.25000000 0.37500000 0.25000000 0.12500000
#>   [37,38) 0.00000000 0.08333333 0.00000000 0.41666667 0.25000000 0.08333333
#>   [38,39) 0.16666667 0.27777778 0.11111111 0.11111111 0.11111111 0.11111111
#>   [39,40) 0.11111111 0.11111111 0.00000000 0.22222222 0.05555556 0.22222222
#>   [40,41) 0.20000000 0.06666667 0.06666667 0.13333333 0.13333333 0.20000000
#>   [41,42) 0.11111111 0.44444444 0.11111111 0.44444444 0.00000000 0.22222222
#>   [42,43) 0.10000000 0.10000000 0.00000000 0.20000000 0.20000000 0.10000000
#>   [43,44) 0.15384615 0.53846154 1.07692308 0.23076923 0.38461538 0.23076923
#>   [44,45) 0.00000000 0.00000000 0.06666667 0.06666667 0.13333333 0.06666667
#>   [45,46) 0.00000000 0.00000000 0.11111111 0.00000000 0.00000000 0.00000000
#>   [46,47) 0.00000000 0.00000000 0.25000000 0.00000000 0.00000000 0.12500000
#>   [47,48) 0.00000000 0.00000000 0.00000000 0.09090909 0.18181818 0.18181818
#>   [48,49) 0.00000000 0.20000000 0.20000000 0.00000000 0.00000000 0.00000000
#>   [49,50) 0.00000000 0.00000000 0.07692308 0.00000000 0.00000000 0.00000000
#>   [50,51) 0.00000000 0.00000000 0.07692308 0.07692308 0.00000000 0.07692308
#>   [51,52) 0.00000000 0.14285714 0.00000000 0.14285714 0.28571429 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.07692308 0.07692308 0.00000000 0.00000000
#>   [53,54) 0.00000000 0.12500000 0.12500000 0.00000000 0.12500000 0.00000000
#>   [54,55) 0.12000000 0.08000000 0.12000000 0.04000000 0.08000000 0.00000000
#>   [55,56) 0.06250000 0.00000000 0.06250000 0.00000000 0.00000000 0.00000000
#>   [56,57) 0.33333333 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000
#>   [57,58) 0.00000000 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [58,59) 0.12500000 0.00000000 0.12500000 0.00000000 0.25000000 0.00000000
#>   [59,60) 0.10526316 0.00000000 0.10526316 0.10526316 0.10526316 0.15789474
#>   [60,61) 0.60000000 0.26666667 0.20000000 0.06666667 0.13333333 0.00000000
#>   [61,62) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [62,63) 0.09090909 0.09090909 0.18181818 0.00000000 0.00000000 0.00000000
#>   [63,64) 0.00000000 0.06250000 0.06250000 0.12500000 0.06250000 0.00000000
#>   [64,65) 0.00000000 0.06250000 0.06250000 0.25000000 0.25000000 0.00000000
#>   [65,66) 0.00000000 0.15384615 0.15384615 0.07692308 0.07692308 0.07692308
#>   [66,67) 0.00000000 0.00000000 0.33333333 0.66666667 0.66666667 0.00000000
#>   [67,68) 0.33333333 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.16666667 0.00000000 0.00000000 0.00000000
#>   [69,70) 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.12500000 0.12500000 0.00000000 0.12500000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000 0.25000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 1.00000000 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [12,13)    [13,14)    [14,15)    [15,16)    [16,17)    [17,18)
#>   [0,1)   0.00000000 0.06666667 0.06666667 0.00000000 0.06666667 0.06666667
#>   [1,2)   0.12500000 0.06250000 0.00000000 0.00000000 0.06250000 0.06250000
#>   [2,3)   0.05882353 0.00000000 0.05882353 0.05882353 0.11764706 0.23529412
#>   [3,4)   0.07142857 0.17857143 0.17857143 0.07142857 0.03571429 0.00000000
#>   [4,5)   0.21052632 0.10526316 0.15789474 0.05263158 0.00000000 0.05263158
#>   [5,6)   0.00000000 0.16666667 0.05555556 0.05555556 0.00000000 0.16666667
#>   [6,7)   0.13043478 0.08695652 0.17391304 0.00000000 0.08695652 0.00000000
#>   [7,8)   0.09090909 0.09090909 0.04545455 0.04545455 0.04545455 0.04545455
#>   [8,9)   0.12500000 0.18750000 0.06250000 0.06250000 0.00000000 0.06250000
#>   [9,10)  0.26086957 0.34782609 0.04347826 0.13043478 0.13043478 0.00000000
#>   [10,11) 0.52380952 0.33333333 0.23809524 0.14285714 0.23809524 0.19047619
#>   [11,12) 1.52173913 0.52173913 0.13043478 0.21739130 0.08695652 0.04347826
#>   [12,13) 3.79166667 1.87500000 0.45833333 0.54166667 0.29166667 0.25000000
#>   [13,14) 1.56250000 5.81250000 1.06250000 0.31250000 0.25000000 0.18750000
#>   [14,15) 1.05555556 1.38888889 3.94444444 0.55555556 0.38888889 0.27777778
#>   [15,16) 0.41666667 0.54166667 2.04166667 6.45833333 2.16666667 0.25000000
#>   [16,17) 0.40000000 0.40000000 0.68000000 1.96000000 5.44000000 0.72000000
#>   [17,18) 0.06250000 0.31250000 0.43750000 0.06250000 0.56250000 3.68750000
#>   [18,19) 0.14285714 0.14285714 0.19047619 0.09523810 0.61904762 1.76190476
#>   [19,20) 0.05263158 0.05263158 0.00000000 0.52631579 0.26315789 1.00000000
#>   [20,21) 0.05882353 0.00000000 0.05882353 0.11764706 0.05882353 0.41176471
#>   [21,22) 0.14285714 0.00000000 0.07142857 0.35714286 0.28571429 0.42857143
#>   [22,23) 0.00000000 0.10000000 0.00000000 0.10000000 0.20000000 0.20000000
#>   [23,24) 0.20000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.07692308 0.07692308 0.00000000
#>   [25,26) 0.00000000 0.11111111 0.11111111 0.00000000 0.11111111 0.22222222
#>   [26,27) 0.12500000 0.06250000 0.06250000 0.00000000 0.12500000 0.00000000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000 0.11111111 0.00000000
#>   [28,29) 0.16666667 0.16666667 0.08333333 0.16666667 0.08333333 0.00000000
#>   [29,30) 0.00000000 0.23076923 0.00000000 0.38461538 0.07692308 0.15384615
#>   [30,31) 0.00000000 0.05882353 0.00000000 0.00000000 0.05882353 0.29411765
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.13333333 0.06666667 0.20000000 0.06666667 0.06666667 0.00000000
#>   [33,34) 0.25000000 0.12500000 0.25000000 0.00000000 0.12500000 0.37500000
#>   [34,35) 0.14285714 0.00000000 0.00000000 0.07142857 0.07142857 0.21428571
#>   [35,36) 0.07142857 0.07142857 0.07142857 0.07142857 0.00000000 0.00000000
#>   [36,37) 0.12500000 0.00000000 0.37500000 0.25000000 0.37500000 0.25000000
#>   [37,38) 0.33333333 0.08333333 0.25000000 0.00000000 0.00000000 0.16666667
#>   [38,39) 0.22222222 0.11111111 0.16666667 0.00000000 0.22222222 0.11111111
#>   [39,40) 0.11111111 0.05555556 0.27777778 0.16666667 0.00000000 0.16666667
#>   [40,41) 0.33333333 0.13333333 0.06666667 0.13333333 0.26666667 0.80000000
#>   [41,42) 0.33333333 0.00000000 0.66666667 0.22222222 0.22222222 0.11111111
#>   [42,43) 0.40000000 0.10000000 0.40000000 0.10000000 0.10000000 0.00000000
#>   [43,44) 0.53846154 0.07692308 0.15384615 0.07692308 0.07692308 0.00000000
#>   [44,45) 0.06666667 0.00000000 0.26666667 0.06666667 0.40000000 0.26666667
#>   [45,46) 0.00000000 0.11111111 0.05555556 0.11111111 0.33333333 0.66666667
#>   [46,47) 0.50000000 2.00000000 0.25000000 0.00000000 0.25000000 0.50000000
#>   [47,48) 0.36363636 0.00000000 0.00000000 0.36363636 0.00000000 0.09090909
#>   [48,49) 0.20000000 0.00000000 0.20000000 0.00000000 0.00000000 0.20000000
#>   [49,50) 0.00000000 0.07692308 0.07692308 0.00000000 0.30769231 0.30769231
#>   [50,51) 0.00000000 0.00000000 0.07692308 0.07692308 0.07692308 0.23076923
#>   [51,52) 0.28571429 0.00000000 0.71428571 0.42857143 0.28571429 0.42857143
#>   [52,53) 0.00000000 0.23076923 0.00000000 0.00000000 0.00000000 0.00000000
#>   [53,54) 0.12500000 0.12500000 0.25000000 0.12500000 0.12500000 0.25000000
#>   [54,55) 0.00000000 0.00000000 0.00000000 0.16000000 0.24000000 0.08000000
#>   [55,56) 0.12500000 0.12500000 0.06250000 0.06250000 0.00000000 0.00000000
#>   [56,57) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [57,58) 0.00000000 0.00000000 0.25000000 0.00000000 0.00000000 0.00000000
#>   [58,59) 0.25000000 0.12500000 0.00000000 0.12500000 0.25000000 0.00000000
#>   [59,60) 0.00000000 0.15789474 0.10526316 0.00000000 0.05263158 0.10526316
#>   [60,61) 0.06666667 0.00000000 0.20000000 0.00000000 0.06666667 0.06666667
#>   [61,62) 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [63,64) 0.06250000 0.06250000 0.06250000 0.00000000 0.06250000 0.06250000
#>   [64,65) 0.12500000 0.00000000 0.06250000 0.06250000 0.00000000 0.06250000
#>   [65,66) 0.07692308 0.23076923 0.07692308 0.00000000 0.00000000 0.15384615
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.16666667 0.00000000 0.00000000 0.16666667
#>   [69,70) 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000 0.50000000
#>   [70,71) 0.00000000 0.00000000 0.00000000 0.25000000 0.00000000 0.12500000
#>   [71,72) 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000
#>   [72,73) 0.00000000 0.25000000 0.00000000 0.25000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.33333333 0.66666667 0.00000000 0.33333333 0.00000000
#>   [74,75) 0.00000000 0.40000000 0.00000000 0.20000000 0.20000000 0.20000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 1.00000000 0.00000000 0.00000000 0.00000000 1.00000000 1.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [18,19)    [19,20)    [20,21)    [21,22)    [22,23)    [23,24)
#>   [0,1)   0.06666667 0.00000000 0.00000000 0.20000000 0.06666667 0.20000000
#>   [1,2)   0.00000000 0.12500000 0.37500000 0.25000000 0.12500000 0.00000000
#>   [2,3)   0.17647059 0.29411765 0.11764706 0.05882353 0.29411765 0.00000000
#>   [3,4)   0.10714286 0.00000000 0.10714286 0.03571429 0.00000000 0.03571429
#>   [4,5)   0.00000000 0.05263158 0.00000000 0.00000000 0.00000000 0.05263158
#>   [5,6)   0.05555556 0.16666667 0.11111111 0.16666667 0.16666667 0.11111111
#>   [6,7)   0.00000000 0.00000000 0.00000000 0.00000000 0.04347826 0.00000000
#>   [7,8)   0.18181818 0.00000000 0.04545455 0.04545455 0.00000000 0.04545455
#>   [8,9)   0.12500000 0.12500000 0.06250000 0.00000000 0.06250000 0.00000000
#>   [9,10)  0.21739130 0.04347826 0.08695652 0.08695652 0.08695652 0.04347826
#>   [10,11) 0.23809524 0.00000000 0.09523810 0.04761905 0.09523810 0.04761905
#>   [11,12) 0.08695652 0.04347826 0.00000000 0.00000000 0.04347826 0.04347826
#>   [12,13) 0.16666667 0.04166667 0.08333333 0.00000000 0.04166667 0.00000000
#>   [13,14) 0.18750000 0.18750000 0.12500000 0.00000000 0.12500000 0.00000000
#>   [14,15) 0.22222222 0.11111111 0.11111111 0.00000000 0.16666667 0.00000000
#>   [15,16) 0.12500000 0.29166667 0.00000000 0.12500000 0.12500000 0.04166667
#>   [16,17) 0.20000000 0.24000000 0.08000000 0.40000000 0.24000000 0.08000000
#>   [17,18) 1.00000000 0.37500000 0.12500000 0.12500000 0.31250000 0.43750000
#>   [18,19) 1.57142857 1.09523810 0.33333333 0.14285714 0.61904762 0.04761905
#>   [19,20) 1.15789474 0.68421053 0.10526316 0.26315789 0.42105263 0.05263158
#>   [20,21) 0.70588235 0.76470588 1.00000000 0.17647059 0.58823529 0.64705882
#>   [21,22) 0.92857143 0.71428571 1.00000000 1.14285714 0.64285714 0.21428571
#>   [22,23) 0.10000000 0.40000000 0.20000000 0.40000000 1.10000000 0.20000000
#>   [23,24) 0.00000000 0.20000000 0.20000000 0.20000000 0.80000000 1.40000000
#>   [24,25) 0.07692308 0.46153846 0.23076923 0.53846154 0.61538462 0.23076923
#>   [25,26) 0.22222222 0.11111111 1.44444444 0.11111111 0.22222222 0.44444444
#>   [26,27) 0.81250000 0.12500000 0.25000000 0.18750000 0.56250000 0.31250000
#>   [27,28) 0.22222222 0.22222222 0.33333333 0.11111111 0.44444444 0.22222222
#>   [28,29) 0.08333333 0.08333333 0.00000000 0.33333333 0.00000000 0.16666667
#>   [29,30) 0.00000000 0.15384615 0.30769231 0.23076923 0.46153846 0.30769231
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000 0.64705882 0.11764706
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.16666667 0.00000000 0.16666667
#>   [32,33) 0.06666667 0.06666667 0.06666667 0.26666667 0.20000000 0.00000000
#>   [33,34) 0.00000000 0.12500000 0.37500000 0.00000000 0.50000000 0.00000000
#>   [34,35) 0.14285714 0.21428571 0.07142857 0.21428571 0.28571429 0.07142857
#>   [35,36) 0.07142857 0.00000000 0.07142857 0.07142857 0.00000000 0.00000000
#>   [36,37) 0.00000000 0.12500000 0.37500000 0.00000000 0.00000000 0.50000000
#>   [37,38) 0.00000000 0.16666667 0.08333333 0.00000000 0.41666667 0.00000000
#>   [38,39) 0.33333333 0.16666667 0.11111111 0.00000000 0.27777778 0.11111111
#>   [39,40) 0.11111111 0.11111111 0.16666667 0.05555556 0.44444444 0.05555556
#>   [40,41) 0.13333333 0.00000000 0.06666667 0.13333333 0.33333333 0.00000000
#>   [41,42) 0.00000000 0.11111111 0.11111111 0.33333333 0.11111111 0.00000000
#>   [42,43) 0.10000000 0.00000000 0.20000000 0.20000000 0.20000000 0.00000000
#>   [43,44) 0.23076923 0.15384615 0.15384615 0.07692308 0.38461538 0.23076923
#>   [44,45) 0.20000000 0.20000000 0.33333333 0.20000000 0.33333333 0.06666667
#>   [45,46) 0.33333333 0.27777778 0.05555556 0.22222222 0.22222222 0.00000000
#>   [46,47) 0.25000000 0.12500000 0.12500000 0.25000000 0.62500000 0.00000000
#>   [47,48) 0.27272727 0.45454545 0.27272727 0.18181818 0.27272727 0.09090909
#>   [48,49) 0.20000000 0.00000000 0.60000000 0.60000000 0.20000000 0.00000000
#>   [49,50) 0.00000000 0.07692308 0.15384615 0.15384615 0.15384615 0.07692308
#>   [50,51) 0.07692308 0.00000000 0.07692308 0.07692308 0.00000000 0.07692308
#>   [51,52) 0.00000000 0.42857143 0.42857143 0.00000000 0.42857143 0.14285714
#>   [52,53) 0.00000000 0.30769231 0.07692308 0.23076923 0.07692308 0.23076923
#>   [53,54) 0.50000000 0.12500000 0.25000000 0.25000000 0.25000000 0.12500000
#>   [54,55) 0.08000000 0.08000000 0.40000000 0.16000000 0.40000000 0.12000000
#>   [55,56) 0.06250000 0.18750000 0.31250000 0.25000000 0.25000000 0.06250000
#>   [56,57) 0.00000000 0.33333333 0.00000000 0.33333333 0.00000000 0.00000000
#>   [57,58) 0.12500000 0.00000000 0.12500000 0.12500000 0.25000000 0.12500000
#>   [58,59) 0.00000000 0.12500000 0.12500000 0.12500000 0.00000000 0.12500000
#>   [59,60) 0.00000000 0.10526316 0.05263158 0.10526316 0.21052632 0.00000000
#>   [60,61) 0.13333333 0.26666667 0.06666667 0.00000000 0.33333333 0.06666667
#>   [61,62) 0.00000000 0.12500000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.00000000 0.09090909 0.18181818 0.09090909
#>   [63,64) 0.00000000 0.00000000 0.18750000 0.00000000 0.50000000 0.12500000
#>   [64,65) 0.00000000 0.00000000 0.06250000 0.00000000 0.12500000 0.00000000
#>   [65,66) 0.23076923 0.00000000 0.23076923 0.07692308 0.00000000 0.00000000
#>   [66,67) 0.66666667 0.33333333 0.33333333 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000 0.33333333
#>   [68,69) 0.00000000 0.16666667 0.00000000 0.00000000 0.16666667 0.00000000
#>   [69,70) 0.50000000 0.00000000 0.00000000 0.50000000 1.00000000 0.00000000
#>   [70,71) 0.12500000 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.25000000 0.00000000 0.25000000 0.25000000 0.00000000
#>   [73,74) 0.00000000 0.66666667 0.00000000 1.00000000 0.33333333 0.33333333
#>   [74,75) 0.20000000 0.20000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [24,25)    [25,26)    [26,27)    [27,28)    [28,29)    [29,30)
#>   [0,1)   0.13333333 0.13333333 0.20000000 0.26666667 0.20000000 0.33333333
#>   [1,2)   0.25000000 0.31250000 0.25000000 0.31250000 0.06250000 0.12500000
#>   [2,3)   0.17647059 0.11764706 0.00000000 0.29411765 0.05882353 0.05882353
#>   [3,4)   0.00000000 0.17857143 0.07142857 0.21428571 0.17857143 0.14285714
#>   [4,5)   0.05263158 0.15789474 0.15789474 0.10526316 0.00000000 0.10526316
#>   [5,6)   0.16666667 0.16666667 0.11111111 0.77777778 0.16666667 0.22222222
#>   [6,7)   0.00000000 0.04347826 0.00000000 0.17391304 0.17391304 0.00000000
#>   [7,8)   0.09090909 0.13636364 0.13636364 0.13636364 0.04545455 0.00000000
#>   [8,9)   0.00000000 0.06250000 0.06250000 0.06250000 0.31250000 0.06250000
#>   [9,10)  0.13043478 0.21739130 0.04347826 0.21739130 0.08695652 0.00000000
#>   [10,11) 0.04761905 0.19047619 0.09523810 0.09523810 0.09523810 0.04761905
#>   [11,12) 0.00000000 0.08695652 0.04347826 0.08695652 0.00000000 0.08695652
#>   [12,13) 0.04166667 0.00000000 0.08333333 0.20833333 0.08333333 0.04166667
#>   [13,14) 0.00000000 0.12500000 0.00000000 0.31250000 0.06250000 0.00000000
#>   [14,15) 0.00000000 0.27777778 0.00000000 0.11111111 0.11111111 0.00000000
#>   [15,16) 0.04166667 0.33333333 0.04166667 0.16666667 0.00000000 0.04166667
#>   [16,17) 0.08000000 0.16000000 0.00000000 0.24000000 0.08000000 0.00000000
#>   [17,18) 0.43750000 0.18750000 0.25000000 0.31250000 0.00000000 0.00000000
#>   [18,19) 0.14285714 0.19047619 0.14285714 0.42857143 0.14285714 0.04761905
#>   [19,20) 0.10526316 0.78947368 0.05263158 0.15789474 0.00000000 0.05263158
#>   [20,21) 0.11764706 0.35294118 0.29411765 0.41176471 0.00000000 0.00000000
#>   [21,22) 0.21428571 0.21428571 0.14285714 0.14285714 0.14285714 0.14285714
#>   [22,23) 0.20000000 0.90000000 0.40000000 0.50000000 0.00000000 0.10000000
#>   [23,24) 0.20000000 0.20000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [24,25) 0.69230769 0.38461538 0.46153846 0.53846154 0.23076923 0.38461538
#>   [25,26) 0.44444444 0.88888889 0.11111111 0.22222222 0.22222222 0.11111111
#>   [26,27) 0.37500000 0.43750000 0.68750000 0.68750000 0.31250000 0.25000000
#>   [27,28) 0.22222222 0.11111111 0.11111111 0.88888889 0.44444444 0.11111111
#>   [28,29) 0.00000000 0.41666667 0.25000000 0.41666667 0.41666667 0.16666667
#>   [29,30) 0.15384615 0.15384615 0.38461538 0.15384615 0.53846154 0.38461538
#>   [30,31) 0.17647059 0.17647059 0.23529412 0.64705882 0.23529412 0.00000000
#>   [31,32) 0.00000000 1.16666667 0.16666667 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.06666667 0.06666667 0.33333333 0.13333333 0.13333333 0.13333333
#>   [33,34) 0.12500000 0.25000000 0.00000000 0.12500000 0.25000000 0.12500000
#>   [34,35) 0.07142857 0.07142857 0.07142857 0.28571429 0.07142857 0.21428571
#>   [35,36) 0.07142857 0.35714286 0.00000000 0.35714286 0.07142857 0.07142857
#>   [36,37) 0.00000000 0.25000000 0.12500000 0.25000000 0.00000000 0.12500000
#>   [37,38) 0.00000000 0.08333333 0.08333333 0.58333333 0.00000000 0.00000000
#>   [38,39) 0.16666667 0.16666667 0.05555556 0.33333333 0.11111111 0.11111111
#>   [39,40) 0.16666667 0.00000000 0.16666667 0.16666667 0.16666667 0.00000000
#>   [40,41) 0.13333333 0.06666667 0.00000000 0.33333333 0.00000000 0.20000000
#>   [41,42) 0.00000000 0.11111111 0.00000000 0.22222222 0.00000000 0.11111111
#>   [42,43) 0.00000000 0.00000000 0.00000000 0.10000000 0.00000000 0.10000000
#>   [43,44) 0.00000000 0.46153846 0.15384615 0.61538462 0.23076923 0.23076923
#>   [44,45) 0.13333333 0.26666667 0.06666667 0.13333333 0.06666667 0.06666667
#>   [45,46) 0.11111111 0.11111111 0.11111111 0.11111111 0.33333333 0.11111111
#>   [46,47) 0.00000000 0.37500000 0.00000000 0.25000000 0.12500000 0.00000000
#>   [47,48) 0.36363636 0.18181818 0.09090909 0.54545455 0.18181818 0.00000000
#>   [48,49) 0.20000000 0.60000000 0.00000000 0.40000000 0.20000000 0.00000000
#>   [49,50) 0.07692308 0.38461538 0.15384615 0.07692308 0.15384615 0.00000000
#>   [50,51) 0.07692308 0.07692308 0.00000000 0.07692308 0.00000000 0.00000000
#>   [51,52) 0.00000000 1.00000000 0.14285714 0.14285714 0.42857143 0.00000000
#>   [52,53) 0.07692308 0.69230769 0.07692308 0.07692308 0.07692308 0.15384615
#>   [53,54) 0.25000000 0.25000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [54,55) 0.08000000 0.24000000 0.20000000 0.40000000 0.04000000 0.20000000
#>   [55,56) 0.06250000 0.12500000 0.00000000 0.75000000 0.12500000 0.06250000
#>   [56,57) 0.00000000 0.66666667 0.33333333 0.00000000 0.00000000 0.00000000
#>   [57,58) 0.00000000 0.62500000 0.00000000 0.37500000 0.00000000 0.00000000
#>   [58,59) 0.00000000 0.12500000 0.12500000 0.37500000 0.25000000 0.25000000
#>   [59,60) 0.10526316 0.05263158 0.05263158 0.21052632 0.05263158 0.15789474
#>   [60,61) 0.06666667 0.00000000 0.06666667 0.20000000 0.13333333 0.06666667
#>   [61,62) 0.25000000 0.25000000 0.12500000 0.25000000 0.12500000 0.37500000
#>   [62,63) 0.09090909 0.36363636 0.00000000 0.36363636 0.18181818 0.09090909
#>   [63,64) 0.00000000 0.06250000 0.06250000 0.25000000 0.06250000 0.06250000
#>   [64,65) 0.00000000 0.12500000 0.00000000 0.37500000 0.00000000 0.06250000
#>   [65,66) 0.00000000 0.23076923 0.15384615 0.23076923 0.07692308 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 1.33333333 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.16666667 0.16666667 0.33333333 0.00000000 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.25000000 0.12500000 0.12500000 0.00000000 0.12500000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.25000000 0.00000000 0.00000000 0.00000000 0.25000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.00000000 0.00000000 0.66666667 0.33333333
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [30,31)    [31,32)    [32,33)    [33,34)    [34,35)    [35,36)
#>   [0,1)   0.46666667 0.13333333 0.33333333 0.06666667 0.13333333 0.20000000
#>   [1,2)   0.06250000 0.12500000 0.12500000 0.12500000 0.31250000 0.43750000
#>   [2,3)   0.47058824 0.00000000 0.23529412 0.05882353 0.29411765 0.64705882
#>   [3,4)   0.25000000 0.03571429 0.21428571 0.14285714 0.14285714 0.28571429
#>   [4,5)   0.15789474 0.15789474 0.42105263 0.21052632 0.26315789 0.21052632
#>   [5,6)   0.27777778 0.27777778 0.55555556 0.00000000 0.16666667 0.16666667
#>   [6,7)   0.60869565 0.21739130 0.17391304 0.26086957 0.00000000 0.17391304
#>   [7,8)   0.27272727 0.00000000 0.40909091 0.04545455 0.04545455 0.09090909
#>   [8,9)   0.43750000 0.06250000 0.43750000 0.12500000 0.12500000 0.56250000
#>   [9,10)  0.17391304 0.04347826 0.30434783 0.17391304 0.21739130 0.17391304
#>   [10,11) 0.14285714 0.14285714 0.28571429 0.14285714 0.04761905 0.66666667
#>   [11,12) 0.04347826 0.00000000 0.08695652 0.00000000 0.08695652 0.26086957
#>   [12,13) 0.20833333 0.12500000 0.16666667 0.04166667 0.00000000 0.45833333
#>   [13,14) 0.06250000 0.12500000 0.25000000 0.06250000 0.25000000 0.62500000
#>   [14,15) 0.27777778 0.11111111 0.33333333 0.11111111 0.11111111 0.33333333
#>   [15,16) 0.00000000 0.08333333 0.16666667 0.04166667 0.00000000 0.50000000
#>   [16,17) 0.08000000 0.08000000 0.16000000 0.04000000 0.00000000 0.44000000
#>   [17,18) 0.00000000 0.12500000 0.43750000 0.12500000 0.00000000 0.25000000
#>   [18,19) 0.19047619 0.00000000 0.23809524 0.00000000 0.00000000 0.66666667
#>   [19,20) 0.31578947 0.21052632 0.15789474 0.05263158 0.10526316 0.63157895
#>   [20,21) 0.35294118 0.00000000 0.35294118 0.00000000 0.05882353 0.35294118
#>   [21,22) 0.21428571 0.07142857 0.35714286 0.00000000 0.00000000 0.21428571
#>   [22,23) 0.10000000 0.20000000 0.00000000 0.00000000 0.00000000 0.40000000
#>   [23,24) 0.40000000 0.20000000 0.40000000 0.40000000 0.00000000 0.40000000
#>   [24,25) 0.38461538 0.23076923 0.61538462 0.15384615 0.15384615 0.00000000
#>   [25,26) 0.55555556 0.11111111 0.00000000 0.00000000 0.11111111 0.11111111
#>   [26,27) 0.25000000 0.12500000 0.50000000 0.12500000 0.12500000 0.75000000
#>   [27,28) 0.11111111 0.22222222 0.44444444 0.00000000 0.44444444 0.11111111
#>   [28,29) 0.00000000 0.41666667 0.33333333 0.16666667 0.08333333 0.33333333
#>   [29,30) 0.61538462 0.23076923 0.61538462 0.15384615 0.07692308 0.61538462
#>   [30,31) 0.47058824 0.05882353 1.17647059 0.29411765 0.00000000 0.41176471
#>   [31,32) 0.33333333 0.16666667 0.16666667 0.33333333 0.16666667 0.16666667
#>   [32,33) 0.46666667 0.20000000 0.66666667 0.20000000 0.26666667 0.80000000
#>   [33,34) 0.00000000 0.12500000 1.00000000 0.37500000 0.37500000 0.50000000
#>   [34,35) 0.07142857 0.14285714 0.35714286 0.14285714 0.50000000 0.50000000
#>   [35,36) 0.00000000 0.14285714 0.28571429 0.07142857 0.14285714 0.78571429
#>   [36,37) 0.50000000 0.00000000 0.75000000 0.25000000 0.25000000 0.62500000
#>   [37,38) 0.16666667 0.08333333 0.16666667 0.00000000 0.08333333 0.33333333
#>   [38,39) 0.05555556 0.05555556 0.55555556 0.11111111 0.38888889 0.27777778
#>   [39,40) 0.22222222 0.11111111 0.22222222 0.05555556 0.05555556 0.22222222
#>   [40,41) 0.26666667 0.20000000 0.33333333 0.00000000 0.13333333 0.73333333
#>   [41,42) 0.00000000 0.11111111 0.66666667 0.00000000 0.11111111 0.66666667
#>   [42,43) 0.80000000 0.20000000 0.90000000 0.40000000 0.10000000 0.70000000
#>   [43,44) 0.15384615 0.00000000 0.53846154 0.00000000 0.00000000 0.07692308
#>   [44,45) 0.06666667 0.06666667 0.33333333 0.06666667 0.00000000 0.26666667
#>   [45,46) 0.22222222 0.16666667 0.22222222 0.11111111 0.11111111 0.33333333
#>   [46,47) 0.00000000 0.12500000 0.37500000 0.00000000 0.37500000 0.50000000
#>   [47,48) 0.18181818 0.00000000 0.54545455 0.00000000 0.00000000 0.27272727
#>   [48,49) 0.60000000 0.20000000 0.80000000 0.00000000 0.00000000 0.40000000
#>   [49,50) 0.30769231 0.00000000 0.38461538 0.23076923 0.00000000 0.38461538
#>   [50,51) 0.15384615 0.00000000 0.23076923 0.07692308 0.07692308 0.38461538
#>   [51,52) 0.14285714 0.14285714 0.28571429 0.14285714 0.00000000 0.00000000
#>   [52,53) 0.23076923 0.00000000 0.15384615 0.07692308 0.07692308 0.30769231
#>   [53,54) 0.25000000 0.12500000 0.37500000 0.12500000 0.00000000 0.62500000
#>   [54,55) 0.28000000 0.16000000 0.64000000 0.16000000 0.16000000 0.20000000
#>   [55,56) 0.18750000 0.00000000 0.06250000 0.00000000 0.00000000 0.12500000
#>   [56,57) 0.33333333 0.00000000 0.33333333 0.00000000 0.00000000 0.66666667
#>   [57,58) 0.37500000 0.12500000 0.25000000 0.00000000 0.00000000 0.37500000
#>   [58,59) 0.12500000 0.12500000 0.75000000 0.12500000 0.12500000 0.00000000
#>   [59,60) 0.10526316 0.10526316 0.10526316 0.15789474 0.10526316 0.15789474
#>   [60,61) 0.20000000 0.13333333 0.53333333 0.00000000 0.06666667 0.26666667
#>   [61,62) 0.12500000 0.00000000 0.37500000 0.12500000 0.00000000 0.12500000
#>   [62,63) 0.00000000 0.00000000 0.18181818 0.18181818 0.09090909 0.09090909
#>   [63,64) 0.12500000 0.12500000 0.62500000 0.00000000 0.00000000 0.93750000
#>   [64,65) 0.12500000 0.00000000 0.56250000 0.00000000 0.06250000 0.37500000
#>   [65,66) 0.38461538 0.00000000 0.30769231 0.00000000 0.00000000 0.23076923
#>   [66,67) 0.00000000 0.00000000 0.33333333 0.00000000 0.33333333 0.00000000
#>   [67,68) 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000 1.00000000
#>   [68,69) 0.16666667 0.16666667 0.16666667 0.00000000 0.00000000 0.33333333
#>   [69,70) 0.50000000 0.00000000 0.50000000 0.00000000 0.00000000 0.50000000
#>   [70,71) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.25000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.66666667 0.00000000 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.20000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000
#>   [78,79) 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [36,37)    [37,38)    [38,39)    [39,40)    [40,41)    [41,42)
#>   [0,1)   0.13333333 0.46666667 0.00000000 0.06666667 0.00000000 0.06666667
#>   [1,2)   0.43750000 0.25000000 0.18750000 0.12500000 0.25000000 0.00000000
#>   [2,3)   0.00000000 0.11764706 0.05882353 0.17647059 0.23529412 0.05882353
#>   [3,4)   0.17857143 0.39285714 0.00000000 0.03571429 0.14285714 0.00000000
#>   [4,5)   0.15789474 0.26315789 0.15789474 0.21052632 0.05263158 0.10526316
#>   [5,6)   0.11111111 0.33333333 0.11111111 0.05555556 0.22222222 0.11111111
#>   [6,7)   0.26086957 0.39130435 0.08695652 0.13043478 0.47826087 0.13043478
#>   [7,8)   0.09090909 0.31818182 0.13636364 0.09090909 0.22727273 0.13636364
#>   [8,9)   0.00000000 0.25000000 0.18750000 0.06250000 0.37500000 0.18750000
#>   [9,10)  0.17391304 0.34782609 0.13043478 0.43478261 0.34782609 0.17391304
#>   [10,11) 0.14285714 0.19047619 0.19047619 0.14285714 0.33333333 0.19047619
#>   [11,12) 0.30434783 0.39130435 0.04347826 0.30434783 0.34782609 0.08695652
#>   [12,13) 0.20833333 0.12500000 0.12500000 0.25000000 0.16666667 0.25000000
#>   [13,14) 0.06250000 0.62500000 0.12500000 0.00000000 0.06250000 0.06250000
#>   [14,15) 0.33333333 0.16666667 0.22222222 0.05555556 0.38888889 0.22222222
#>   [15,16) 0.08333333 0.25000000 0.08333333 0.16666667 0.45833333 0.08333333
#>   [16,17) 0.00000000 0.44000000 0.12000000 0.04000000 0.16000000 0.16000000
#>   [17,18) 0.06250000 0.12500000 0.31250000 0.00000000 0.06250000 0.12500000
#>   [18,19) 0.09523810 0.23809524 0.14285714 0.14285714 0.09523810 0.00000000
#>   [19,20) 0.05263158 0.26315789 0.05263158 0.21052632 0.36842105 0.21052632
#>   [20,21) 0.11764706 0.35294118 0.11764706 0.05882353 0.23529412 0.05882353
#>   [21,22) 0.14285714 0.00000000 0.14285714 0.28571429 0.50000000 0.00000000
#>   [22,23) 0.10000000 0.00000000 0.10000000 0.10000000 0.00000000 0.00000000
#>   [23,24) 0.00000000 0.20000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.15384615 0.15384615 0.07692308 0.15384615 0.15384615 0.00000000
#>   [25,26) 0.11111111 0.00000000 0.11111111 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.00000000 0.06250000 0.12500000 0.00000000 0.06250000 0.00000000
#>   [27,28) 0.22222222 0.44444444 0.22222222 0.00000000 0.33333333 0.00000000
#>   [28,29) 0.00000000 0.50000000 0.00000000 0.16666667 0.16666667 0.25000000
#>   [29,30) 0.23076923 0.15384615 0.23076923 0.07692308 0.30769231 0.15384615
#>   [30,31) 0.23529412 0.05882353 0.17647059 0.11764706 0.11764706 0.00000000
#>   [31,32) 0.16666667 0.50000000 0.00000000 0.00000000 0.16666667 0.00000000
#>   [32,33) 0.53333333 0.53333333 0.20000000 0.26666667 0.06666667 0.06666667
#>   [33,34) 0.62500000 0.12500000 0.12500000 0.12500000 0.12500000 0.00000000
#>   [34,35) 0.28571429 0.71428571 0.07142857 0.07142857 0.57142857 0.14285714
#>   [35,36) 0.07142857 0.50000000 0.14285714 0.07142857 0.42857143 0.14285714
#>   [36,37) 0.50000000 0.62500000 0.12500000 0.00000000 0.25000000 0.12500000
#>   [37,38) 0.00000000 0.16666667 0.16666667 0.16666667 0.16666667 0.08333333
#>   [38,39) 0.22222222 0.22222222 0.38888889 0.83333333 0.61111111 0.44444444
#>   [39,40) 0.11111111 0.66666667 0.00000000 0.27777778 0.16666667 0.16666667
#>   [40,41) 0.33333333 0.73333333 0.00000000 0.00000000 0.33333333 0.13333333
#>   [41,42) 0.22222222 0.33333333 0.11111111 0.22222222 0.22222222 0.33333333
#>   [42,43) 0.00000000 0.40000000 0.20000000 0.00000000 0.20000000 0.00000000
#>   [43,44) 0.07692308 0.84615385 0.15384615 0.15384615 0.46153846 0.15384615
#>   [44,45) 0.13333333 0.26666667 0.00000000 0.06666667 0.53333333 0.00000000
#>   [45,46) 0.16666667 0.38888889 0.22222222 0.05555556 0.16666667 0.16666667
#>   [46,47) 0.12500000 0.50000000 0.00000000 0.25000000 0.25000000 0.12500000
#>   [47,48) 0.18181818 0.45454545 0.27272727 0.09090909 0.09090909 0.27272727
#>   [48,49) 0.20000000 0.20000000 0.20000000 0.00000000 0.20000000 0.00000000
#>   [49,50) 0.07692308 0.07692308 0.15384615 0.00000000 0.23076923 0.00000000
#>   [50,51) 0.00000000 0.30769231 0.07692308 0.30769231 0.30769231 0.07692308
#>   [51,52) 0.14285714 0.28571429 0.00000000 0.28571429 0.71428571 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.15384615 0.00000000 0.53846154 0.07692308
#>   [53,54) 0.25000000 0.50000000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [54,55) 0.16000000 0.08000000 0.28000000 0.04000000 0.20000000 0.12000000
#>   [55,56) 0.18750000 0.25000000 0.06250000 0.00000000 0.25000000 0.06250000
#>   [56,57) 0.00000000 0.00000000 0.00000000 0.00000000 0.66666667 0.00000000
#>   [57,58) 0.00000000 0.75000000 0.12500000 0.00000000 0.37500000 0.00000000
#>   [58,59) 0.00000000 0.37500000 0.00000000 0.12500000 0.37500000 0.00000000
#>   [59,60) 0.10526316 0.21052632 0.10526316 0.00000000 0.21052632 0.05263158
#>   [60,61) 0.20000000 0.06666667 0.06666667 0.00000000 0.40000000 0.06666667
#>   [61,62) 0.12500000 0.75000000 0.12500000 0.50000000 0.37500000 0.00000000
#>   [62,63) 0.18181818 0.18181818 0.09090909 0.09090909 0.27272727 0.00000000
#>   [63,64) 0.06250000 0.31250000 0.00000000 0.06250000 0.25000000 0.00000000
#>   [64,65) 0.12500000 0.31250000 0.18750000 0.00000000 0.25000000 0.12500000
#>   [65,66) 0.23076923 0.23076923 0.07692308 0.07692308 0.30769231 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.66666667 0.33333333 0.00000000
#>   [67,68) 0.00000000 0.66666667 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.16666667 0.00000000 0.16666667 0.16666667 0.33333333
#>   [69,70) 0.00000000 1.00000000 0.50000000 0.00000000 0.50000000 0.00000000
#>   [70,71) 0.00000000 0.12500000 0.00000000 0.00000000 0.12500000 0.25000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.33333333 0.00000000 0.33333333 0.33333333
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.40000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [42,43)    [43,44)    [44,45)    [45,46)    [46,47)    [47,48)
#>   [0,1)   0.20000000 0.06666667 0.00000000 0.06666667 0.13333333 0.13333333
#>   [1,2)   0.12500000 0.25000000 0.06250000 0.06250000 0.00000000 0.12500000
#>   [2,3)   0.52941176 0.11764706 0.00000000 0.17647059 0.11764706 0.11764706
#>   [3,4)   0.28571429 0.03571429 0.00000000 0.14285714 0.00000000 0.10714286
#>   [4,5)   0.21052632 0.00000000 0.00000000 0.00000000 0.00000000 0.05263158
#>   [5,6)   0.38888889 0.05555556 0.05555556 0.50000000 0.05555556 0.27777778
#>   [6,7)   0.34782609 0.00000000 0.00000000 0.13043478 0.04347826 0.26086957
#>   [7,8)   0.63636364 0.04545455 0.04545455 0.27272727 0.04545455 0.13636364
#>   [8,9)   0.37500000 0.12500000 0.06250000 0.06250000 0.00000000 0.25000000
#>   [9,10)  0.34782609 0.04347826 0.08695652 0.17391304 0.00000000 0.17391304
#>   [10,11) 0.52380952 0.19047619 0.04761905 0.28571429 0.00000000 0.09523810
#>   [11,12) 0.26086957 0.26086957 0.30434783 0.43478261 0.04347826 0.13043478
#>   [12,13) 0.20833333 0.12500000 0.12500000 0.16666667 0.00000000 0.16666667
#>   [13,14) 0.62500000 0.06250000 0.00000000 0.37500000 0.00000000 0.43750000
#>   [14,15) 0.66666667 0.11111111 0.05555556 0.16666667 0.05555556 0.05555556
#>   [15,16) 0.41666667 0.12500000 0.20833333 0.45833333 0.08333333 0.08333333
#>   [16,17) 0.48000000 0.12000000 0.08000000 0.44000000 0.08000000 0.28000000
#>   [17,18) 0.43750000 0.00000000 0.12500000 0.37500000 0.06250000 0.18750000
#>   [18,19) 0.23809524 0.19047619 0.14285714 0.23809524 0.19047619 0.19047619
#>   [19,20) 0.10526316 0.05263158 0.15789474 0.42105263 0.15789474 0.05263158
#>   [20,21) 0.35294118 0.11764706 0.05882353 0.58823529 0.05882353 0.35294118
#>   [21,22) 0.07142857 0.14285714 0.07142857 0.21428571 0.00000000 0.07142857
#>   [22,23) 0.10000000 0.20000000 0.10000000 0.40000000 0.20000000 0.50000000
#>   [23,24) 0.20000000 0.00000000 0.00000000 0.60000000 0.60000000 0.20000000
#>   [24,25) 0.69230769 0.07692308 0.07692308 0.23076923 0.23076923 0.07692308
#>   [25,26) 0.11111111 0.22222222 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.68750000 0.12500000 0.06250000 0.50000000 0.18750000 0.25000000
#>   [27,28) 0.66666667 0.11111111 0.22222222 0.33333333 0.11111111 0.44444444
#>   [28,29) 0.16666667 0.16666667 0.00000000 0.25000000 0.00000000 0.33333333
#>   [29,30) 0.23076923 0.23076923 0.07692308 0.76923077 0.07692308 0.15384615
#>   [30,31) 0.41176471 0.05882353 0.05882353 0.17647059 0.00000000 0.29411765
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.16666667
#>   [32,33) 0.60000000 0.00000000 0.00000000 0.26666667 0.06666667 0.33333333
#>   [33,34) 0.50000000 0.12500000 0.25000000 0.37500000 0.00000000 0.25000000
#>   [34,35) 0.50000000 0.07142857 0.00000000 0.14285714 0.00000000 0.21428571
#>   [35,36) 0.35714286 0.00000000 0.00000000 0.42857143 0.00000000 0.07142857
#>   [36,37) 0.50000000 0.00000000 0.00000000 0.00000000 0.25000000 0.87500000
#>   [37,38) 0.41666667 0.00000000 0.00000000 0.33333333 0.08333333 0.16666667
#>   [38,39) 0.44444444 0.22222222 0.11111111 0.55555556 0.05555556 0.27777778
#>   [39,40) 0.61111111 0.27777778 0.16666667 0.22222222 0.05555556 0.27777778
#>   [40,41) 0.40000000 0.06666667 0.06666667 0.60000000 0.06666667 0.20000000
#>   [41,42) 0.66666667 0.00000000 0.00000000 1.33333333 0.11111111 0.00000000
#>   [42,43) 0.80000000 0.20000000 0.10000000 0.40000000 0.10000000 0.50000000
#>   [43,44) 1.30769231 0.15384615 0.15384615 0.53846154 0.23076923 0.84615385
#>   [44,45) 0.40000000 0.13333333 0.00000000 0.53333333 0.06666667 0.46666667
#>   [45,46) 0.77777778 0.11111111 0.22222222 0.44444444 0.22222222 0.94444444
#>   [46,47) 1.00000000 0.00000000 0.12500000 1.75000000 0.12500000 0.25000000
#>   [47,48) 0.36363636 0.00000000 0.09090909 0.45454545 0.18181818 0.54545455
#>   [48,49) 1.00000000 0.00000000 0.20000000 0.00000000 0.20000000 0.80000000
#>   [49,50) 0.76923077 0.07692308 0.15384615 0.61538462 0.23076923 0.38461538
#>   [50,51) 0.30769231 0.07692308 0.07692308 0.38461538 0.23076923 0.07692308
#>   [51,52) 0.28571429 0.00000000 0.00000000 0.14285714 0.14285714 0.42857143
#>   [52,53) 0.15384615 0.15384615 0.00000000 0.61538462 0.00000000 0.07692308
#>   [53,54) 0.37500000 0.00000000 0.12500000 0.00000000 0.12500000 0.50000000
#>   [54,55) 0.56000000 0.08000000 0.00000000 0.24000000 0.00000000 0.16000000
#>   [55,56) 0.25000000 0.00000000 0.12500000 0.50000000 0.18750000 0.25000000
#>   [56,57) 0.00000000 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
#>   [57,58) 0.50000000 0.00000000 0.00000000 0.37500000 0.00000000 0.25000000
#>   [58,59) 0.37500000 0.25000000 0.00000000 0.00000000 0.00000000 0.50000000
#>   [59,60) 0.10526316 0.00000000 0.05263158 0.26315789 0.00000000 0.05263158
#>   [60,61) 0.33333333 0.00000000 0.13333333 0.20000000 0.13333333 0.20000000
#>   [61,62) 0.75000000 0.12500000 0.12500000 0.25000000 0.00000000 0.12500000
#>   [62,63) 0.36363636 0.00000000 0.00000000 0.27272727 0.00000000 0.36363636
#>   [63,64) 0.43750000 0.12500000 0.00000000 0.18750000 0.00000000 0.25000000
#>   [64,65) 0.68750000 0.00000000 0.00000000 0.06250000 0.00000000 0.62500000
#>   [65,66) 0.30769231 0.00000000 0.07692308 0.15384615 0.00000000 0.15384615
#>   [66,67) 0.66666667 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000
#>   [67,68) 1.00000000 0.00000000 0.00000000 0.33333333 0.00000000 0.33333333
#>   [68,69) 0.33333333 0.00000000 0.00000000 0.16666667 0.16666667 0.50000000
#>   [69,70) 0.50000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [70,71) 0.25000000 0.25000000 0.12500000 0.37500000 0.00000000 0.12500000
#>   [71,72) 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000
#>   [72,73) 0.25000000 0.25000000 0.50000000 0.50000000 0.25000000 0.00000000
#>   [73,74) 0.33333333 0.66666667 0.00000000 0.00000000 0.00000000 0.66666667
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.60000000 0.00000000 0.40000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [48,49)    [49,50)    [50,51)    [51,52)    [52,53)    [53,54)
#>   [0,1)   0.00000000 0.00000000 0.06666667 0.20000000 0.06666667 0.00000000
#>   [1,2)   0.00000000 0.06250000 0.06250000 0.00000000 0.06250000 0.00000000
#>   [2,3)   0.05882353 0.00000000 0.05882353 0.00000000 0.11764706 0.00000000
#>   [3,4)   0.03571429 0.03571429 0.21428571 0.00000000 0.10714286 0.03571429
#>   [4,5)   0.05263158 0.00000000 0.10526316 0.05263158 0.15789474 0.00000000
#>   [5,6)   0.00000000 0.00000000 0.27777778 0.05555556 0.33333333 0.00000000
#>   [6,7)   0.00000000 0.04347826 0.17391304 0.00000000 0.21739130 0.00000000
#>   [7,8)   0.00000000 0.09090909 0.09090909 0.04545455 0.00000000 0.00000000
#>   [8,9)   0.00000000 0.06250000 0.18750000 0.00000000 0.18750000 0.12500000
#>   [9,10)  0.13043478 0.00000000 0.00000000 0.00000000 0.13043478 0.13043478
#>   [10,11) 0.00000000 0.00000000 0.04761905 0.04761905 0.00000000 0.00000000
#>   [11,12) 0.08695652 0.08695652 0.08695652 0.08695652 0.21739130 0.00000000
#>   [12,13) 0.04166667 0.08333333 0.20833333 0.04166667 0.08333333 0.08333333
#>   [13,14) 0.00000000 0.18750000 0.12500000 0.00000000 0.18750000 0.00000000
#>   [14,15) 0.00000000 0.00000000 0.22222222 0.22222222 0.05555556 0.05555556
#>   [15,16) 0.00000000 0.12500000 0.12500000 0.00000000 0.04166667 0.00000000
#>   [16,17) 0.08000000 0.08000000 0.16000000 0.00000000 0.12000000 0.08000000
#>   [17,18) 0.12500000 0.00000000 0.18750000 0.06250000 0.37500000 0.06250000
#>   [18,19) 0.00000000 0.04761905 0.19047619 0.00000000 0.19047619 0.09523810
#>   [19,20) 0.05263158 0.00000000 0.10526316 0.15789474 0.10526316 0.00000000
#>   [20,21) 0.00000000 0.11764706 0.35294118 0.00000000 0.11764706 0.05882353
#>   [21,22) 0.14285714 0.07142857 0.14285714 0.00000000 0.21428571 0.00000000
#>   [22,23) 0.20000000 0.10000000 0.10000000 0.10000000 0.10000000 0.10000000
#>   [23,24) 0.40000000 0.00000000 0.20000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.07692308 0.07692308 0.15384615 0.00000000 0.23076923
#>   [25,26) 0.00000000 0.11111111 0.66666667 0.33333333 0.00000000 0.22222222
#>   [26,27) 0.06250000 0.18750000 0.12500000 0.18750000 0.62500000 0.06250000
#>   [27,28) 0.00000000 0.11111111 0.33333333 0.11111111 0.22222222 0.00000000
#>   [28,29) 0.08333333 0.00000000 0.33333333 0.08333333 0.08333333 0.00000000
#>   [29,30) 0.30769231 0.07692308 0.23076923 0.07692308 0.00000000 0.07692308
#>   [30,31) 0.00000000 0.00000000 0.23529412 0.11764706 0.11764706 0.00000000
#>   [31,32) 0.16666667 0.00000000 0.00000000 0.00000000 0.16666667 0.16666667
#>   [32,33) 0.13333333 0.06666667 0.33333333 0.00000000 0.40000000 0.00000000
#>   [33,34) 0.00000000 0.12500000 0.00000000 0.12500000 0.37500000 0.00000000
#>   [34,35) 0.00000000 0.00000000 0.14285714 0.14285714 0.28571429 0.00000000
#>   [35,36) 0.07142857 0.00000000 0.14285714 0.14285714 0.14285714 0.00000000
#>   [36,37) 0.00000000 0.00000000 0.37500000 0.00000000 0.62500000 0.00000000
#>   [37,38) 0.08333333 0.00000000 0.00000000 0.00000000 0.33333333 0.08333333
#>   [38,39) 0.11111111 0.00000000 0.22222222 0.00000000 0.44444444 0.00000000
#>   [39,40) 0.16666667 0.00000000 0.27777778 0.00000000 0.11111111 0.00000000
#>   [40,41) 0.06666667 0.00000000 0.46666667 0.00000000 0.06666667 0.00000000
#>   [41,42) 0.00000000 0.00000000 0.33333333 0.11111111 0.66666667 0.00000000
#>   [42,43) 0.00000000 0.00000000 0.10000000 0.10000000 0.40000000 0.00000000
#>   [43,44) 0.15384615 0.15384615 0.07692308 0.00000000 0.46153846 0.00000000
#>   [44,45) 0.13333333 0.13333333 0.33333333 0.06666667 0.40000000 0.00000000
#>   [45,46) 0.16666667 0.16666667 0.16666667 0.16666667 0.61111111 0.00000000
#>   [46,47) 0.25000000 0.50000000 0.25000000 0.00000000 0.75000000 0.00000000
#>   [47,48) 0.09090909 0.09090909 0.09090909 0.09090909 0.36363636 0.00000000
#>   [48,49) 0.40000000 0.00000000 0.60000000 0.40000000 0.40000000 0.00000000
#>   [49,50) 0.23076923 0.30769231 0.15384615 0.00000000 0.53846154 0.07692308
#>   [50,51) 0.00000000 0.07692308 0.15384615 0.00000000 0.15384615 0.00000000
#>   [51,52) 0.00000000 0.14285714 0.71428571 0.14285714 0.00000000 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.23076923 0.15384615 0.23076923 0.00000000
#>   [53,54) 0.00000000 0.00000000 0.25000000 0.00000000 0.12500000 0.00000000
#>   [54,55) 0.00000000 0.00000000 0.04000000 0.08000000 0.40000000 0.08000000
#>   [55,56) 0.00000000 0.06250000 0.37500000 0.06250000 0.62500000 0.12500000
#>   [56,57) 0.00000000 0.00000000 0.33333333 0.66666667 0.00000000 0.00000000
#>   [57,58) 0.37500000 0.00000000 0.12500000 0.25000000 0.87500000 0.12500000
#>   [58,59) 0.00000000 0.25000000 0.25000000 0.00000000 0.75000000 0.00000000
#>   [59,60) 0.05263158 0.15789474 0.21052632 0.05263158 0.26315789 0.00000000
#>   [60,61) 0.00000000 0.06666667 0.13333333 0.06666667 0.06666667 0.13333333
#>   [61,62) 0.12500000 0.00000000 0.37500000 0.00000000 0.12500000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.09090909 0.09090909 0.45454545 0.00000000
#>   [63,64) 0.06250000 0.06250000 0.12500000 0.00000000 0.31250000 0.00000000
#>   [64,65) 0.00000000 0.00000000 0.12500000 0.06250000 0.62500000 0.00000000
#>   [65,66) 0.07692308 0.00000000 0.30769231 0.07692308 0.07692308 0.15384615
#>   [66,67) 0.33333333 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000
#>   [67,68) 0.33333333 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.00000000 0.16666667 0.16666667 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [70,71) 0.00000000 0.12500000 0.12500000 0.00000000 0.12500000 0.12500000
#>   [71,72) 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.66666667 0.33333333 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 1.00000000 0.00000000 1.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [54,55)    [55,56)    [56,57)    [57,58)    [58,59)    [59,60)
#>   [0,1)   0.06666667 0.13333333 0.00000000 0.20000000 0.06666667 0.06666667
#>   [1,2)   0.06250000 0.12500000 0.06250000 0.00000000 0.00000000 0.06250000
#>   [2,3)   0.05882353 0.23529412 0.05882353 0.00000000 0.11764706 0.05882353
#>   [3,4)   0.03571429 0.07142857 0.03571429 0.07142857 0.03571429 0.00000000
#>   [4,5)   0.05263158 0.00000000 0.05263158 0.05263158 0.05263158 0.05263158
#>   [5,6)   0.05555556 0.05555556 0.00000000 0.22222222 0.05555556 0.05555556
#>   [6,7)   0.00000000 0.00000000 0.04347826 0.13043478 0.00000000 0.04347826
#>   [7,8)   0.00000000 0.04545455 0.00000000 0.00000000 0.04545455 0.00000000
#>   [8,9)   0.00000000 0.06250000 0.00000000 0.06250000 0.00000000 0.06250000
#>   [9,10)  0.00000000 0.04347826 0.04347826 0.04347826 0.04347826 0.00000000
#>   [10,11) 0.09523810 0.19047619 0.00000000 0.09523810 0.04761905 0.00000000
#>   [11,12) 0.00000000 0.17391304 0.04347826 0.04347826 0.00000000 0.00000000
#>   [12,13) 0.04166667 0.04166667 0.00000000 0.04166667 0.00000000 0.04166667
#>   [13,14) 0.06250000 0.25000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [14,15) 0.05555556 0.16666667 0.05555556 0.05555556 0.00000000 0.05555556
#>   [15,16) 0.00000000 0.08333333 0.00000000 0.00000000 0.04166667 0.00000000
#>   [16,17) 0.00000000 0.28000000 0.04000000 0.16000000 0.00000000 0.04000000
#>   [17,18) 0.06250000 0.12500000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [18,19) 0.04761905 0.04761905 0.00000000 0.00000000 0.09523810 0.00000000
#>   [19,20) 0.00000000 0.26315789 0.15789474 0.00000000 0.00000000 0.10526316
#>   [20,21) 0.00000000 0.58823529 0.00000000 0.05882353 0.00000000 0.00000000
#>   [21,22) 0.00000000 0.14285714 0.00000000 0.00000000 0.00000000 0.00000000
#>   [22,23) 0.00000000 0.20000000 0.10000000 0.10000000 0.00000000 0.10000000
#>   [23,24) 0.00000000 0.40000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.07692308 0.07692308 0.15384615 0.00000000 0.00000000 0.00000000
#>   [25,26) 0.11111111 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.18750000 0.31250000 0.12500000 0.25000000 0.06250000 0.00000000
#>   [27,28) 0.11111111 0.00000000 0.00000000 0.11111111 0.00000000 0.00000000
#>   [28,29) 0.00000000 0.08333333 0.00000000 0.16666667 0.08333333 0.16666667
#>   [29,30) 0.07692308 0.23076923 0.07692308 0.38461538 0.07692308 0.07692308
#>   [30,31) 0.11764706 0.35294118 0.00000000 0.41176471 0.00000000 0.00000000
#>   [31,32) 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.00000000 0.20000000 0.13333333 0.06666667 0.00000000 0.13333333
#>   [33,34) 0.00000000 0.50000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [34,35) 0.07142857 0.07142857 0.00000000 0.42857143 0.14285714 0.07142857
#>   [35,36) 0.07142857 0.21428571 0.14285714 0.07142857 0.07142857 0.07142857
#>   [36,37) 0.00000000 0.12500000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [37,38) 0.00000000 0.33333333 0.00000000 0.25000000 0.00000000 0.00000000
#>   [38,39) 0.16666667 0.11111111 0.11111111 0.16666667 0.11111111 0.05555556
#>   [39,40) 0.05555556 0.16666667 0.05555556 0.11111111 0.16666667 0.05555556
#>   [40,41) 0.00000000 0.20000000 0.00000000 0.40000000 0.00000000 0.00000000
#>   [41,42) 0.00000000 0.77777778 0.00000000 0.22222222 0.00000000 0.11111111
#>   [42,43) 0.00000000 0.20000000 0.10000000 0.10000000 0.00000000 0.00000000
#>   [43,44) 0.00000000 0.07692308 0.07692308 0.07692308 0.00000000 0.00000000
#>   [44,45) 0.06666667 0.20000000 0.00000000 0.26666667 0.06666667 0.00000000
#>   [45,46) 0.16666667 0.05555556 0.00000000 0.22222222 0.00000000 0.05555556
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [47,48) 0.09090909 0.36363636 0.00000000 0.09090909 0.18181818 0.00000000
#>   [48,49) 0.00000000 1.00000000 0.00000000 0.00000000 0.20000000 0.00000000
#>   [49,50) 0.00000000 0.30769231 0.00000000 0.15384615 0.00000000 0.15384615
#>   [50,51) 0.15384615 0.30769231 0.07692308 0.15384615 0.00000000 0.07692308
#>   [51,52) 0.28571429 0.14285714 0.28571429 0.42857143 0.14285714 0.28571429
#>   [52,53) 0.23076923 0.30769231 0.00000000 0.00000000 0.07692308 0.00000000
#>   [53,54) 0.37500000 0.12500000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [54,55) 0.12000000 0.56000000 0.16000000 0.32000000 0.12000000 0.00000000
#>   [55,56) 0.06250000 0.43750000 0.00000000 0.25000000 0.06250000 0.06250000
#>   [56,57) 0.00000000 0.33333333 0.00000000 0.33333333 0.00000000 0.66666667
#>   [57,58) 0.12500000 0.75000000 0.12500000 0.75000000 0.12500000 0.00000000
#>   [58,59) 0.25000000 0.25000000 0.12500000 0.37500000 0.12500000 0.62500000
#>   [59,60) 0.10526316 0.31578947 0.10526316 0.36842105 0.10526316 0.15789474
#>   [60,61) 0.00000000 0.20000000 0.20000000 0.13333333 0.33333333 0.00000000
#>   [61,62) 0.12500000 0.00000000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [62,63) 0.09090909 0.36363636 0.09090909 0.90909091 0.09090909 0.09090909
#>   [63,64) 0.00000000 0.31250000 0.06250000 0.12500000 0.06250000 0.18750000
#>   [64,65) 0.00000000 0.18750000 0.00000000 0.43750000 0.06250000 0.06250000
#>   [65,66) 0.07692308 0.69230769 0.07692308 0.23076923 0.00000000 0.15384615
#>   [66,67) 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.16666667 0.16666667 0.00000000 0.33333333 0.00000000 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000 0.12500000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.75000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.66666667 0.00000000 0.33333333 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 1.00000000 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [60,61)    [61,62)    [62,63)    [63,64)    [64,65)    [65,66)
#>   [0,1)   0.13333333 0.06666667 0.13333333 0.00000000 0.00000000 0.06666667
#>   [1,2)   0.06250000 0.00000000 0.06250000 0.00000000 0.00000000 0.00000000
#>   [2,3)   0.05882353 0.00000000 0.05882353 0.00000000 0.00000000 0.00000000
#>   [3,4)   0.17857143 0.00000000 0.07142857 0.03571429 0.00000000 0.00000000
#>   [4,5)   0.10526316 0.05263158 0.15789474 0.00000000 0.10526316 0.05263158
#>   [5,6)   0.16666667 0.05555556 0.11111111 0.00000000 0.00000000 0.00000000
#>   [6,7)   0.00000000 0.04347826 0.00000000 0.04347826 0.13043478 0.08695652
#>   [7,8)   0.09090909 0.04545455 0.04545455 0.04545455 0.00000000 0.04545455
#>   [8,9)   0.00000000 0.00000000 0.00000000 0.00000000 0.12500000 0.06250000
#>   [9,10)  0.21739130 0.00000000 0.08695652 0.04347826 0.00000000 0.00000000
#>   [10,11) 0.04761905 0.00000000 0.04761905 0.00000000 0.00000000 0.04761905
#>   [11,12) 0.13043478 0.00000000 0.00000000 0.00000000 0.04347826 0.04347826
#>   [12,13) 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [13,14) 0.06250000 0.00000000 0.06250000 0.06250000 0.06250000 0.25000000
#>   [14,15) 0.05555556 0.05555556 0.22222222 0.00000000 0.00000000 0.00000000
#>   [15,16) 0.04166667 0.00000000 0.00000000 0.04166667 0.00000000 0.12500000
#>   [16,17) 0.12000000 0.00000000 0.08000000 0.04000000 0.00000000 0.08000000
#>   [17,18) 0.00000000 0.00000000 0.06250000 0.12500000 0.00000000 0.00000000
#>   [18,19) 0.09523810 0.04761905 0.14285714 0.00000000 0.00000000 0.19047619
#>   [19,20) 0.15789474 0.00000000 0.26315789 0.00000000 0.00000000 0.10526316
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.05882353 0.00000000 0.11764706
#>   [21,22) 0.07142857 0.07142857 0.14285714 0.00000000 0.00000000 0.07142857
#>   [22,23) 0.00000000 0.10000000 0.00000000 0.10000000 0.00000000 0.00000000
#>   [23,24) 0.20000000 0.00000000 0.20000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.07692308 0.00000000 0.07692308 0.15384615
#>   [25,26) 0.11111111 0.00000000 0.33333333 0.11111111 0.00000000 0.00000000
#>   [26,27) 0.06250000 0.00000000 0.25000000 0.00000000 0.00000000 0.12500000
#>   [27,28) 0.11111111 0.00000000 0.22222222 0.00000000 0.00000000 0.11111111
#>   [28,29) 0.00000000 0.25000000 0.00000000 0.00000000 0.08333333 0.16666667
#>   [29,30) 0.07692308 0.00000000 0.15384615 0.00000000 0.00000000 0.15384615
#>   [30,31) 0.11764706 0.00000000 0.29411765 0.00000000 0.05882353 0.05882353
#>   [31,32) 0.00000000 0.16666667 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.13333333 0.13333333 0.06666667 0.06666667 0.00000000 0.20000000
#>   [33,34) 0.12500000 0.00000000 0.00000000 0.12500000 0.12500000 0.00000000
#>   [34,35) 0.35714286 0.07142857 0.00000000 0.00000000 0.00000000 0.00000000
#>   [35,36) 0.07142857 0.00000000 0.07142857 0.07142857 0.00000000 0.14285714
#>   [36,37) 0.12500000 0.00000000 0.25000000 0.00000000 0.12500000 0.00000000
#>   [37,38) 0.08333333 0.00000000 0.50000000 0.08333333 0.00000000 0.16666667
#>   [38,39) 0.05555556 0.00000000 0.11111111 0.05555556 0.00000000 0.05555556
#>   [39,40) 0.22222222 0.05555556 0.05555556 0.05555556 0.05555556 0.11111111
#>   [40,41) 0.13333333 0.06666667 0.40000000 0.00000000 0.00000000 0.13333333
#>   [41,42) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.11111111
#>   [42,43) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.10000000
#>   [43,44) 0.15384615 0.00000000 0.69230769 0.00000000 0.07692308 0.07692308
#>   [44,45) 0.26666667 0.00000000 0.26666667 0.00000000 0.00000000 0.06666667
#>   [45,46) 0.11111111 0.00000000 0.11111111 0.11111111 0.00000000 0.00000000
#>   [46,47) 0.12500000 0.25000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [47,48) 0.09090909 0.18181818 0.27272727 0.00000000 0.00000000 0.18181818
#>   [48,49) 0.40000000 0.00000000 0.60000000 0.00000000 0.00000000 0.00000000
#>   [49,50) 0.15384615 0.15384615 0.30769231 0.00000000 0.07692308 0.00000000
#>   [50,51) 0.15384615 0.00000000 0.07692308 0.07692308 0.00000000 0.00000000
#>   [51,52) 0.57142857 0.00000000 0.00000000 0.00000000 0.00000000 0.14285714
#>   [52,53) 0.23076923 0.00000000 0.23076923 0.00000000 0.00000000 0.38461538
#>   [53,54) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.12500000
#>   [54,55) 0.08000000 0.00000000 0.28000000 0.00000000 0.12000000 0.00000000
#>   [55,56) 0.18750000 0.18750000 0.31250000 0.00000000 0.00000000 0.12500000
#>   [56,57) 0.66666667 0.66666667 0.66666667 0.00000000 0.33333333 0.33333333
#>   [57,58) 0.00000000 0.00000000 0.00000000 0.25000000 0.25000000 0.25000000
#>   [58,59) 0.12500000 0.12500000 0.37500000 0.00000000 0.00000000 0.00000000
#>   [59,60) 0.26315789 0.10526316 0.26315789 0.10526316 0.05263158 0.10526316
#>   [60,61) 0.46666667 0.06666667 0.20000000 0.06666667 0.13333333 0.00000000
#>   [61,62) 0.25000000 0.25000000 0.00000000 0.25000000 0.00000000 0.25000000
#>   [62,63) 0.00000000 0.00000000 0.45454545 0.00000000 0.00000000 0.09090909
#>   [63,64) 0.12500000 0.18750000 0.12500000 0.18750000 0.00000000 0.25000000
#>   [64,65) 0.12500000 0.06250000 0.18750000 0.06250000 0.06250000 0.12500000
#>   [65,66) 0.23076923 0.07692308 0.15384615 0.15384615 0.00000000 0.07692308
#>   [66,67) 0.00000000 0.33333333 1.66666667 0.00000000 0.00000000 0.66666667
#>   [67,68) 0.33333333 0.00000000 0.33333333 0.00000000 0.00000000 0.33333333
#>   [68,69) 0.00000000 0.16666667 0.33333333 0.00000000 0.16666667 0.00000000
#>   [69,70) 0.00000000 0.00000000 1.00000000 0.00000000 0.50000000 0.00000000
#>   [70,71) 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000 0.25000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [72,73) 0.25000000 0.00000000 1.25000000 0.25000000 0.00000000 0.25000000
#>   [73,74) 0.00000000 0.00000000 0.33333333 0.33333333 0.00000000 0.33333333
#>   [74,75) 0.00000000 0.00000000 0.40000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 2.50000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [66,67)    [67,68)    [68,69)    [69,70)    [70,71)    [71,72)
#>   [0,1)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [1,2)   0.00000000 0.06250000 0.06250000 0.00000000 0.06250000 0.00000000
#>   [2,3)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [3,4)   0.00000000 0.03571429 0.00000000 0.10714286 0.03571429 0.00000000
#>   [4,5)   0.05263158 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [5,6)   0.00000000 0.00000000 0.00000000 0.00000000 0.05555556 0.00000000
#>   [6,7)   0.00000000 0.00000000 0.04347826 0.00000000 0.04347826 0.04347826
#>   [7,8)   0.00000000 0.09090909 0.04545455 0.04545455 0.00000000 0.04545455
#>   [8,9)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [9,10)  0.04347826 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000
#>   [10,11) 0.00000000 0.04761905 0.04761905 0.00000000 0.04761905 0.04761905
#>   [11,12) 0.00000000 0.00000000 0.00000000 0.04347826 0.00000000 0.00000000
#>   [12,13) 0.08333333 0.00000000 0.00000000 0.00000000 0.04166667 0.00000000
#>   [13,14) 0.00000000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [14,15) 0.00000000 0.05555556 0.00000000 0.00000000 0.16666667 0.00000000
#>   [15,16) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.04166667
#>   [16,17) 0.00000000 0.16000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [17,18) 0.00000000 0.00000000 0.06250000 0.06250000 0.00000000 0.00000000
#>   [18,19) 0.00000000 0.04761905 0.09523810 0.00000000 0.00000000 0.00000000
#>   [19,20) 0.00000000 0.05263158 0.00000000 0.00000000 0.00000000 0.00000000
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.05882353 0.11764706 0.00000000
#>   [21,22) 0.07142857 0.00000000 0.00000000 0.00000000 0.00000000 0.07142857
#>   [22,23) 0.00000000 0.10000000 0.00000000 0.10000000 0.00000000 0.00000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.07692308 0.07692308 0.00000000 0.00000000 0.07692308 0.00000000
#>   [25,26) 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.00000000 0.06250000 0.00000000 0.00000000 0.00000000 0.06250000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [28,29) 0.16666667 0.00000000 0.00000000 0.00000000 0.00000000 0.08333333
#>   [29,30) 0.00000000 0.15384615 0.00000000 0.00000000 0.07692308 0.00000000
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.05882353
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.00000000 0.13333333 0.06666667 0.00000000 0.06666667 0.00000000
#>   [33,34) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [34,35) 0.00000000 0.07142857 0.00000000 0.00000000 0.07142857 0.07142857
#>   [35,36) 0.00000000 0.07142857 0.00000000 0.07142857 0.07142857 0.00000000
#>   [36,37) 0.00000000 0.00000000 0.12500000 0.00000000 0.12500000 0.12500000
#>   [37,38) 0.08333333 0.16666667 0.08333333 0.00000000 0.00000000 0.00000000
#>   [38,39) 0.05555556 0.11111111 0.11111111 0.00000000 0.22222222 0.11111111
#>   [39,40) 0.00000000 0.00000000 0.05555556 0.05555556 0.05555556 0.05555556
#>   [40,41) 0.00000000 0.00000000 0.00000000 0.00000000 0.13333333 0.06666667
#>   [41,42) 0.00000000 0.00000000 0.11111111 0.00000000 0.11111111 0.00000000
#>   [42,43) 0.10000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [43,44) 0.00000000 0.00000000 0.15384615 0.00000000 0.00000000 0.07692308
#>   [44,45) 0.06666667 0.06666667 0.06666667 0.06666667 0.00000000 0.00000000
#>   [45,46) 0.00000000 0.05555556 0.00000000 0.00000000 0.00000000 0.00000000
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [47,48) 0.00000000 0.18181818 0.00000000 0.00000000 0.00000000 0.00000000
#>   [48,49) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [49,50) 0.00000000 0.07692308 0.00000000 0.07692308 0.00000000 0.07692308
#>   [50,51) 0.00000000 0.07692308 0.00000000 0.00000000 0.00000000 0.00000000
#>   [51,52) 0.14285714 0.14285714 0.00000000 0.00000000 0.42857143 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [53,54) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [54,55) 0.00000000 0.08000000 0.04000000 0.04000000 0.00000000 0.04000000
#>   [55,56) 0.00000000 0.06250000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [56,57) 0.00000000 0.33333333 0.00000000 0.00000000 0.33333333 0.00000000
#>   [57,58) 0.00000000 0.50000000 0.00000000 0.00000000 0.12500000 0.00000000
#>   [58,59) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [59,60) 0.00000000 0.05263158 0.00000000 0.00000000 0.05263158 0.00000000
#>   [60,61) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.13333333
#>   [61,62) 0.12500000 0.12500000 0.00000000 0.00000000 0.12500000 0.12500000
#>   [62,63) 0.00000000 0.09090909 0.09090909 0.00000000 0.09090909 0.00000000
#>   [63,64) 0.06250000 0.18750000 0.00000000 0.00000000 0.25000000 0.00000000
#>   [64,65) 0.12500000 0.18750000 0.06250000 0.06250000 0.06250000 0.00000000
#>   [65,66) 0.23076923 0.15384615 0.00000000 0.00000000 0.00000000 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.33333333
#>   [67,68) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.16666667 0.33333333 0.50000000 0.33333333 0.16666667 0.16666667
#>   [69,70) 0.00000000 0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.12500000 0.12500000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 1.50000000 1.00000000 0.50000000 0.50000000 0.50000000
#>   [72,73) 0.00000000 0.50000000 0.25000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.33333333 0.33333333 0.00000000 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.20000000 0.20000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [72,73)    [73,74)    [74,75)    [75,76)    [76,77)    [77,78)
#>   [0,1)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.06666667
#>   [1,2)   0.12500000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [2,3)   0.11764706 0.00000000 0.11764706 0.05882353 0.00000000 0.00000000
#>   [3,4)   0.00000000 0.00000000 0.00000000 0.03571429 0.00000000 0.00000000
#>   [4,5)   0.00000000 0.10526316 0.00000000 0.00000000 0.00000000 0.00000000
#>   [5,6)   0.00000000 0.00000000 0.00000000 0.11111111 0.00000000 0.00000000
#>   [6,7)   0.00000000 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000
#>   [7,8)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [8,9)   0.00000000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [9,10)  0.00000000 0.00000000 0.04347826 0.00000000 0.04347826 0.00000000
#>   [10,11) 0.04761905 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [11,12) 0.00000000 0.00000000 0.08695652 0.00000000 0.00000000 0.00000000
#>   [12,13) 0.00000000 0.00000000 0.00000000 0.08333333 0.04166667 0.00000000
#>   [13,14) 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000
#>   [14,15) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [15,16) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [16,17) 0.04000000 0.00000000 0.00000000 0.08000000 0.00000000 0.00000000
#>   [17,18) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [18,19) 0.09523810 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [19,20) 0.00000000 0.00000000 0.05263158 0.10526316 0.00000000 0.00000000
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.11764706 0.00000000 0.00000000
#>   [21,22) 0.00000000 0.00000000 0.00000000 0.00000000 0.07142857 0.00000000
#>   [22,23) 0.00000000 0.00000000 0.00000000 0.20000000 0.00000000 0.20000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [25,26) 0.11111111 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.06250000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [28,29) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [29,30) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.05882353
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.00000000 0.06666667 0.00000000 0.00000000 0.00000000 0.06666667
#>   [33,34) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [34,35) 0.00000000 0.00000000 0.00000000 0.07142857 0.00000000 0.00000000
#>   [35,36) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.14285714
#>   [36,37) 0.12500000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [37,38) 0.16666667 0.00000000 0.00000000 0.08333333 0.00000000 0.08333333
#>   [38,39) 0.05555556 0.00000000 0.00000000 0.11111111 0.00000000 0.00000000
#>   [39,40) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [40,41) 0.06666667 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [41,42) 0.00000000 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000
#>   [42,43) 0.00000000 0.10000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [43,44) 0.07692308 0.00000000 0.00000000 0.07692308 0.00000000 0.00000000
#>   [44,45) 0.26666667 0.00000000 0.06666667 0.00000000 0.00000000 0.00000000
#>   [45,46) 0.11111111 0.05555556 0.05555556 0.05555556 0.05555556 0.05555556
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [47,48) 0.09090909 0.00000000 0.00000000 0.09090909 0.00000000 0.09090909
#>   [48,49) 0.00000000 0.00000000 0.20000000 0.20000000 0.00000000 0.00000000
#>   [49,50) 0.07692308 0.23076923 0.07692308 0.00000000 0.00000000 0.15384615
#>   [50,51) 0.23076923 0.07692308 0.00000000 0.07692308 0.00000000 0.00000000
#>   [51,52) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [52,53) 0.07692308 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [53,54) 0.12500000 0.12500000 0.12500000 0.12500000 0.12500000 0.00000000
#>   [54,55) 0.16000000 0.00000000 0.08000000 0.12000000 0.00000000 0.00000000
#>   [55,56) 0.00000000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [56,57) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [57,58) 0.37500000 0.00000000 0.00000000 0.12500000 0.00000000 0.12500000
#>   [58,59) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [59,60) 0.05263158 0.00000000 0.10526316 0.00000000 0.00000000 0.05263158
#>   [60,61) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [61,62) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [63,64) 0.00000000 0.00000000 0.06250000 0.18750000 0.00000000 0.06250000
#>   [64,65) 0.12500000 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000
#>   [65,66) 0.07692308 0.07692308 0.07692308 0.07692308 0.00000000 0.00000000
#>   [66,67) 0.33333333 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.66666667 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.00000000 0.00000000 0.16666667 0.16666667
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.25000000 0.00000000 0.12500000 0.25000000 0.12500000 0.00000000
#>   [71,72) 0.50000000 0.00000000 0.50000000 0.00000000 0.00000000 0.50000000
#>   [72,73) 0.25000000 0.00000000 0.00000000 0.25000000 0.00000000 0.00000000
#>   [73,74) 0.00000000 0.00000000 0.00000000 0.66666667 0.33333333 0.00000000
#>   [74,75) 0.60000000 0.00000000 0.00000000 0.00000000 0.20000000 0.80000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [78,79)    [79,80)    [80,81)    [81,82)    [82,83)    [83,84)
#>   [0,1)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [1,2)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [2,3)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [3,4)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [4,5)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [5,6)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [6,7)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [7,8)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [8,9)   0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [9,10)  0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [10,11) 0.00000000 0.04761905 0.00000000 0.00000000 0.00000000 0.00000000
#>   [11,12) 0.00000000 0.00000000 0.04347826 0.00000000 0.00000000 0.00000000
#>   [12,13) 0.00000000 0.04166667 0.00000000 0.00000000 0.04166667 0.00000000
#>   [13,14) 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000 0.00000000
#>   [14,15) 0.00000000 0.05555556 0.00000000 0.00000000 0.00000000 0.00000000
#>   [15,16) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [16,17) 0.04000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [17,18) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [18,19) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [19,20) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.00000000 0.05882353 0.00000000
#>   [21,22) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [22,23) 0.10000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.07692308 0.00000000 0.00000000
#>   [25,26) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [26,27) 0.00000000 0.00000000 0.06250000 0.00000000 0.06250000 0.00000000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.11111111
#>   [28,29) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [29,30) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [32,33) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [33,34) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [34,35) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [35,36) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [36,37) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [37,38) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.08333333
#>   [38,39) 0.00000000 0.05555556 0.00000000 0.00000000 0.00000000 0.00000000
#>   [39,40) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [40,41) 0.00000000 0.06666667 0.06666667 0.06666667 0.00000000 0.00000000
#>   [41,42) 0.11111111 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [42,43) 0.00000000 0.00000000 0.10000000 0.00000000 0.10000000 0.00000000
#>   [43,44) 0.00000000 0.00000000 0.00000000 0.07692308 0.07692308 0.00000000
#>   [44,45) 0.00000000 0.06666667 0.06666667 0.06666667 0.06666667 0.06666667
#>   [45,46) 0.00000000 0.11111111 0.05555556 0.00000000 0.00000000 0.05555556
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [47,48) 0.00000000 0.09090909 0.00000000 0.00000000 0.00000000 0.00000000
#>   [48,49) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.20000000
#>   [49,50) 0.15384615 0.07692308 0.07692308 0.00000000 0.15384615 0.00000000
#>   [50,51) 0.00000000 0.00000000 0.15384615 0.00000000 0.00000000 0.00000000
#>   [51,52) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [52,53) 0.00000000 0.00000000 0.00000000 0.00000000 0.15384615 0.00000000
#>   [53,54) 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000
#>   [54,55) 0.00000000 0.00000000 0.08000000 0.04000000 0.00000000 0.00000000
#>   [55,56) 0.06250000 0.00000000 0.00000000 0.06250000 0.00000000 0.00000000
#>   [56,57) 0.00000000 0.00000000 0.33333333 0.00000000 0.00000000 0.00000000
#>   [57,58) 0.00000000 0.12500000 0.00000000 0.12500000 0.00000000 0.12500000
#>   [58,59) 0.00000000 0.12500000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [59,60) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.10526316
#>   [60,61) 0.00000000 0.00000000 0.06666667 0.00000000 0.00000000 0.00000000
#>   [61,62) 0.00000000 0.00000000 0.00000000 0.12500000 0.00000000 0.00000000
#>   [62,63) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [63,64) 0.06250000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [64,65) 0.00000000 0.00000000 0.00000000 0.00000000 0.06250000 0.00000000
#>   [65,66) 0.00000000 0.00000000 0.15384615 0.07692308 0.00000000 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [67,68) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [68,69) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.16666667
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [70,71) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [73,74) 0.33333333 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [75,76) 0.00000000 0.50000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [76,77)         NA         NA         NA         NA         NA         NA
#>   [77,78) 1.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.00000000 0.50000000 0.00000000 0.00000000
#>   [80,81)         NA         NA         NA         NA         NA         NA
#>   [81,82)         NA         NA         NA         NA         NA         NA
#>   [82,83)         NA         NA         NA         NA         NA         NA
#>   [83,84)         NA         NA         NA         NA         NA         NA
#>   [84,85)         NA         NA         NA         NA         NA         NA
#>   [85,86)         NA         NA         NA         NA         NA         NA
#>   [86,87)         NA         NA         NA         NA         NA         NA
#>   [87,88)         NA         NA         NA         NA         NA         NA
#>   [88,89)         NA         NA         NA         NA         NA         NA
#>   [89,90)         NA         NA         NA         NA         NA         NA
#>   [90,91)         NA         NA         NA         NA         NA         NA
#>   [91,92)         NA         NA         NA         NA         NA         NA
#>   [92,93)         NA         NA         NA         NA         NA         NA
#>   [93,94)         NA         NA         NA         NA         NA         NA
#>   [94,95)         NA         NA         NA         NA         NA         NA
#>   [95,96)         NA         NA         NA         NA         NA         NA
#>   [96,97)         NA         NA         NA         NA         NA         NA
#>   [97,98)         NA         NA         NA         NA         NA         NA
#>   [98,99)         NA         NA         NA         NA         NA         NA
#>   99+             NA         NA         NA         NA         NA         NA
#>          contact.age.group
#> age.group    [84,85)    [85,86)    [86,87)    [87,88) [88,89)    [89,90)
#>   [0,1)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [1,2)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [2,3)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [3,4)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [4,5)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [5,6)   0.00000000 0.05555556 0.00000000 0.00000000  0.0000 0.00000000
#>   [6,7)   0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [7,8)   0.00000000 0.00000000 0.04545455 0.00000000  0.0000 0.00000000
#>   [8,9)   0.00000000 0.12500000 0.00000000 0.00000000  0.0000 0.00000000
#>   [9,10)  0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [10,11) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [11,12) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [12,13) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [13,14) 0.00000000 0.06250000 0.00000000 0.00000000  0.0000 0.00000000
#>   [14,15) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [15,16) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [16,17) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [17,18) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [18,19) 0.04761905 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [19,20) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [20,21) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [21,22) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [22,23) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [23,24) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [24,25) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [25,26) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [26,27) 0.00000000 0.00000000 0.00000000 0.00000000  0.0625 0.00000000
#>   [27,28) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [28,29) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [29,30) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [30,31) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [31,32) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [32,33) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [33,34) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [34,35) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [35,36) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.07142857
#>   [36,37) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [37,38) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [38,39) 0.00000000 0.00000000 0.05555556 0.00000000  0.0000 0.00000000
#>   [39,40) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.05555556
#>   [40,41) 0.00000000 0.06666667 0.00000000 0.00000000  0.0000 0.00000000
#>   [41,42) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [42,43) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [43,44) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [44,45) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [45,46) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [46,47) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [47,48) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [48,49) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [49,50) 0.00000000 0.07692308 0.07692308 0.07692308  0.0000 0.00000000
#>   [50,51) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [51,52) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [52,53) 0.07692308 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [53,54) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [54,55) 0.00000000 0.08000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [55,56) 0.00000000 0.06250000 0.18750000 0.06250000  0.0000 0.00000000
#>   [56,57) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [57,58) 0.00000000 0.12500000 0.25000000 0.00000000  0.0000 0.00000000
#>   [58,59) 0.00000000 0.00000000 0.12500000 0.12500000  0.0000 0.00000000
#>   [59,60) 0.10526316 0.05263158 0.00000000 0.00000000  0.0000 0.00000000
#>   [60,61) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [61,62) 0.12500000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [62,63) 0.09090909 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [63,64) 0.00000000 0.12500000 0.06250000 0.00000000  0.0000 0.00000000
#>   [64,65) 0.00000000 0.00000000 0.00000000 0.00000000  0.0625 0.00000000
#>   [65,66) 0.07692308 0.07692308 0.00000000 0.00000000  0.0000 0.00000000
#>   [66,67) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [67,68) 0.33333333 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [68,69) 0.16666667 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [69,70) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [70,71) 0.12500000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [71,72) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [72,73) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [73,74) 0.33333333 0.33333333 0.00000000 0.00000000  0.0000 0.00000000
#>   [74,75) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [75,76) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [76,77)         NA         NA         NA         NA      NA         NA
#>   [77,78) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [78,79) 0.00000000 0.00000000 0.00000000 0.00000000  0.0000 0.00000000
#>   [79,80) 0.00000000 0.00000000 0.50000000 0.00000000  0.0000 0.00000000
#>   [80,81)         NA         NA         NA         NA      NA         NA
#>   [81,82)         NA         NA         NA         NA      NA         NA
#>   [82,83)         NA         NA         NA         NA      NA         NA
#>   [83,84)         NA         NA         NA         NA      NA         NA
#>   [84,85)         NA         NA         NA         NA      NA         NA
#>   [85,86)         NA         NA         NA         NA      NA         NA
#>   [86,87)         NA         NA         NA         NA      NA         NA
#>   [87,88)         NA         NA         NA         NA      NA         NA
#>   [88,89)         NA         NA         NA         NA      NA         NA
#>   [89,90)         NA         NA         NA         NA      NA         NA
#>   [90,91)         NA         NA         NA         NA      NA         NA
#>   [91,92)         NA         NA         NA         NA      NA         NA
#>   [92,93)         NA         NA         NA         NA      NA         NA
#>   [93,94)         NA         NA         NA         NA      NA         NA
#>   [94,95)         NA         NA         NA         NA      NA         NA
#>   [95,96)         NA         NA         NA         NA      NA         NA
#>   [96,97)         NA         NA         NA         NA      NA         NA
#>   [97,98)         NA         NA         NA         NA      NA         NA
#>   [98,99)         NA         NA         NA         NA      NA         NA
#>   99+             NA         NA         NA         NA      NA         NA
#>          contact.age.group
#> age.group    [90,91) [91,92)    [92,93)   [93,94)    [94,95) [95,96) [96,97)
#>   [0,1)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [1,2)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [2,3)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [3,4)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [4,5)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [5,6)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [6,7)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [7,8)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [8,9)   0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [9,10)  0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [10,11) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [11,12) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [12,13) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [13,14) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [14,15) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [15,16) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [16,17) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [17,18) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [18,19) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [19,20) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [20,21) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [21,22) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [22,23) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [23,24) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [24,25) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [25,26) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [26,27) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [27,28) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [28,29) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [29,30) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [30,31) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [31,32) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [32,33) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [33,34) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [34,35) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [35,36) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [36,37) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [37,38) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [38,39) 0.05555556       0 0.00000000 0.0000000 0.00000000       0       0
#>   [39,40) 0.05555556       0 0.00000000 0.0000000 0.00000000       0       0
#>   [40,41) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [41,42) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [42,43) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [43,44) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [44,45) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [45,46) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [46,47) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [47,48) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [48,49) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [49,50) 0.07692308       0 0.07692308 0.0000000 0.07692308       0       0
#>   [50,51) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [51,52) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [52,53) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [53,54) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [54,55) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [55,56) 0.00000000       0 0.00000000 0.0000000 0.06250000       0       0
#>   [56,57) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [57,58) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [58,59) 0.00000000       0 0.00000000 0.1250000 0.00000000       0       0
#>   [59,60) 0.00000000       0 0.00000000 0.1052632 0.00000000       0       0
#>   [60,61) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [61,62) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [62,63) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [63,64) 0.06250000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [64,65) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [65,66) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [66,67) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [67,68) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [68,69) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [69,70) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [70,71) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [71,72) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [72,73) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [73,74) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [74,75) 0.00000000       0 0.20000000 0.0000000 0.00000000       0       0
#>   [75,76) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [76,77)         NA      NA         NA        NA         NA      NA      NA
#>   [77,78) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [78,79) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [79,80) 0.00000000       0 0.00000000 0.0000000 0.00000000       0       0
#>   [80,81)         NA      NA         NA        NA         NA      NA      NA
#>   [81,82)         NA      NA         NA        NA         NA      NA      NA
#>   [82,83)         NA      NA         NA        NA         NA      NA      NA
#>   [83,84)         NA      NA         NA        NA         NA      NA      NA
#>   [84,85)         NA      NA         NA        NA         NA      NA      NA
#>   [85,86)         NA      NA         NA        NA         NA      NA      NA
#>   [86,87)         NA      NA         NA        NA         NA      NA      NA
#>   [87,88)         NA      NA         NA        NA         NA      NA      NA
#>   [88,89)         NA      NA         NA        NA         NA      NA      NA
#>   [89,90)         NA      NA         NA        NA         NA      NA      NA
#>   [90,91)         NA      NA         NA        NA         NA      NA      NA
#>   [91,92)         NA      NA         NA        NA         NA      NA      NA
#>   [92,93)         NA      NA         NA        NA         NA      NA      NA
#>   [93,94)         NA      NA         NA        NA         NA      NA      NA
#>   [94,95)         NA      NA         NA        NA         NA      NA      NA
#>   [95,96)         NA      NA         NA        NA         NA      NA      NA
#>   [96,97)         NA      NA         NA        NA         NA      NA      NA
#>   [97,98)         NA      NA         NA        NA         NA      NA      NA
#>   [98,99)         NA      NA         NA        NA         NA      NA      NA
#>   99+             NA      NA         NA        NA         NA      NA      NA
#>          contact.age.group
#> age.group [97,98) [98,99)    99+
#>   [0,1)         0       0 0.0000
#>   [1,2)         0       0 0.0000
#>   [2,3)         0       0 0.0000
#>   [3,4)         0       0 0.0000
#>   [4,5)         0       0 0.0000
#>   [5,6)         0       0 0.0000
#>   [6,7)         0       0 0.0000
#>   [7,8)         0       0 0.0000
#>   [8,9)         0       0 0.0000
#>   [9,10)        0       0 0.0000
#>   [10,11)       0       0 0.0000
#>   [11,12)       0       0 0.0000
#>   [12,13)       0       0 0.0000
#>   [13,14)       0       0 0.0000
#>   [14,15)       0       0 0.0000
#>   [15,16)       0       0 0.0000
#>   [16,17)       0       0 0.0000
#>   [17,18)       0       0 0.0000
#>   [18,19)       0       0 0.0000
#>   [19,20)       0       0 0.0000
#>   [20,21)       0       0 0.0000
#>   [21,22)       0       0 0.0000
#>   [22,23)       0       0 0.0000
#>   [23,24)       0       0 0.0000
#>   [24,25)       0       0 0.0000
#>   [25,26)       0       0 0.0000
#>   [26,27)       0       0 0.0000
#>   [27,28)       0       0 0.0000
#>   [28,29)       0       0 0.0000
#>   [29,30)       0       0 0.0000
#>   [30,31)       0       0 0.0000
#>   [31,32)       0       0 0.0000
#>   [32,33)       0       0 0.0000
#>   [33,34)       0       0 0.0000
#>   [34,35)       0       0 0.0000
#>   [35,36)       0       0 0.0000
#>   [36,37)       0       0 0.0000
#>   [37,38)       0       0 0.0000
#>   [38,39)       0       0 0.0000
#>   [39,40)       0       0 0.0000
#>   [40,41)       0       0 0.0000
#>   [41,42)       0       0 0.0000
#>   [42,43)       0       0 0.0000
#>   [43,44)       0       0 0.0000
#>   [44,45)       0       0 0.0000
#>   [45,46)       0       0 0.0000
#>   [46,47)       0       0 0.0000
#>   [47,48)       0       0 0.0000
#>   [48,49)       0       0 0.0000
#>   [49,50)       0       0 0.0000
#>   [50,51)       0       0 0.0000
#>   [51,52)       0       0 0.0000
#>   [52,53)       0       0 0.0000
#>   [53,54)       0       0 0.0000
#>   [54,55)       0       0 0.0000
#>   [55,56)       0       0 0.0625
#>   [56,57)       0       0 0.0000
#>   [57,58)       0       0 0.0000
#>   [58,59)       0       0 0.0000
#>   [59,60)       0       0 0.0000
#>   [60,61)       0       0 0.0000
#>   [61,62)       0       0 0.0000
#>   [62,63)       0       0 0.0000
#>   [63,64)       0       0 0.0000
#>   [64,65)       0       0 0.0000
#>   [65,66)       0       0 0.0000
#>   [66,67)       0       0 0.0000
#>   [67,68)       0       0 0.0000
#>   [68,69)       0       0 0.0000
#>   [69,70)       0       0 0.0000
#>   [70,71)       0       0 0.0000
#>   [71,72)       0       0 0.0000
#>   [72,73)       0       0 0.0000
#>   [73,74)       0       0 0.0000
#>   [74,75)       0       0 0.0000
#>   [75,76)       0       0 0.0000
#>   [76,77)      NA      NA     NA
#>   [77,78)       0       0 0.0000
#>   [78,79)       0       0 0.0000
#>   [79,80)       0       0 0.0000
#>   [80,81)      NA      NA     NA
#>   [81,82)      NA      NA     NA
#>   [82,83)      NA      NA     NA
#>   [83,84)      NA      NA     NA
#>   [84,85)      NA      NA     NA
#>   [85,86)      NA      NA     NA
#>   [86,87)      NA      NA     NA
#>   [87,88)      NA      NA     NA
#>   [88,89)      NA      NA     NA
#>   [89,90)      NA      NA     NA
#>   [90,91)      NA      NA     NA
#>   [91,92)      NA      NA     NA
#>   [92,93)      NA      NA     NA
#>   [93,94)      NA      NA     NA
#>   [94,95)      NA      NA     NA
#>   [95,96)      NA      NA     NA
#>   [96,97)      NA      NA     NA
#>   [97,98)      NA      NA     NA
#>   [98,99)      NA      NA     NA
#>   99+          NA      NA     NA
#> 
#> $participants
#>      age.group participants   proportion
#>         <char>        <int>        <num>
#>   1:     [0,1)           15 0.0148367953
#>   2:     [1,2)           16 0.0158259149
#>   3:     [2,3)           17 0.0168150346
#>   4:     [3,4)           28 0.0276953511
#>   5:     [4,5)           19 0.0187932740
#>   6:     [5,6)           18 0.0178041543
#>   7:     [6,7)           23 0.0227497527
#>   8:     [7,8)           22 0.0217606330
#>   9:     [8,9)           16 0.0158259149
#>  10:    [9,10)           23 0.0227497527
#>  11:   [10,11)           21 0.0207715134
#>  12:   [11,12)           23 0.0227497527
#>  13:   [12,13)           24 0.0237388724
#>  14:   [13,14)           16 0.0158259149
#>  15:   [14,15)           18 0.0178041543
#>  16:   [15,16)           24 0.0237388724
#>  17:   [16,17)           25 0.0247279921
#>  18:   [17,18)           16 0.0158259149
#>  19:   [18,19)           21 0.0207715134
#>  20:   [19,20)           19 0.0187932740
#>  21:   [20,21)           17 0.0168150346
#>  22:   [21,22)           14 0.0138476756
#>  23:   [22,23)           10 0.0098911968
#>  24:   [23,24)            5 0.0049455984
#>  25:   [24,25)           13 0.0128585559
#>  26:   [25,26)            9 0.0089020772
#>  27:   [26,27)           16 0.0158259149
#>  28:   [27,28)            9 0.0089020772
#>  29:   [28,29)           12 0.0118694362
#>  30:   [29,30)           13 0.0128585559
#>  31:   [30,31)           17 0.0168150346
#>  32:   [31,32)            6 0.0059347181
#>  33:   [32,33)           15 0.0148367953
#>  34:   [33,34)            8 0.0079129575
#>  35:   [34,35)           14 0.0138476756
#>  36:   [35,36)           14 0.0138476756
#>  37:   [36,37)            8 0.0079129575
#>  38:   [37,38)           12 0.0118694362
#>  39:   [38,39)           18 0.0178041543
#>  40:   [39,40)           18 0.0178041543
#>  41:   [40,41)           15 0.0148367953
#>  42:   [41,42)            9 0.0089020772
#>  43:   [42,43)           10 0.0098911968
#>  44:   [43,44)           13 0.0128585559
#>  45:   [44,45)           15 0.0148367953
#>  46:   [45,46)           18 0.0178041543
#>  47:   [46,47)            8 0.0079129575
#>  48:   [47,48)           11 0.0108803165
#>  49:   [48,49)            5 0.0049455984
#>  50:   [49,50)           13 0.0128585559
#>  51:   [50,51)           13 0.0128585559
#>  52:   [51,52)            7 0.0069238378
#>  53:   [52,53)           13 0.0128585559
#>  54:   [53,54)            8 0.0079129575
#>  55:   [54,55)           25 0.0247279921
#>  56:   [55,56)           16 0.0158259149
#>  57:   [56,57)            3 0.0029673591
#>  58:   [57,58)            8 0.0079129575
#>  59:   [58,59)            8 0.0079129575
#>  60:   [59,60)           19 0.0187932740
#>  61:   [60,61)           15 0.0148367953
#>  62:   [61,62)            8 0.0079129575
#>  63:   [62,63)           11 0.0108803165
#>  64:   [63,64)           16 0.0158259149
#>  65:   [64,65)           16 0.0158259149
#>  66:   [65,66)           13 0.0128585559
#>  67:   [66,67)            3 0.0029673591
#>  68:   [67,68)            3 0.0029673591
#>  69:   [68,69)            6 0.0059347181
#>  70:   [69,70)            2 0.0019782394
#>  71:   [70,71)            8 0.0079129575
#>  72:   [71,72)            2 0.0019782394
#>  73:   [72,73)            4 0.0039564787
#>  74:   [73,74)            3 0.0029673591
#>  75:   [74,75)            5 0.0049455984
#>  76:   [75,76)            2 0.0019782394
#>  77:   [76,77)            0 0.0000000000
#>  78:   [77,78)            2 0.0019782394
#>  79:   [78,79)            1 0.0009891197
#>  80:   [79,80)            2 0.0019782394
#>  81:   [80,81)            0 0.0000000000
#>  82:   [81,82)            0 0.0000000000
#>  83:   [82,83)            0 0.0000000000
#>  84:   [83,84)            0 0.0000000000
#>  85:   [84,85)            0 0.0000000000
#>  86:   [85,86)            0 0.0000000000
#>  87:   [86,87)            0 0.0000000000
#>  88:   [87,88)            0 0.0000000000
#>  89:   [88,89)            0 0.0000000000
#>  90:   [89,90)            0 0.0000000000
#>  91:   [90,91)            0 0.0000000000
#>  92:   [91,92)            0 0.0000000000
#>  93:   [92,93)            0 0.0000000000
#>  94:   [93,94)            0 0.0000000000
#>  95:   [94,95)            0 0.0000000000
#>  96:   [95,96)            0 0.0000000000
#>  97:   [96,97)            0 0.0000000000
#>  98:   [97,98)            0 0.0000000000
#>  99:   [98,99)            0 0.0000000000
#> 100:       99+            0 0.0000000000
#>      age.group participants   proportion
#>         <char>        <int>        <num>

Symmetric contact matrices

Conceivably, contact matrices should be symmetric: the total number of contacts made by members of one age group with those of another should be the same as vice versa. Mathematically, if $m_{ij}$ is the mean number of contacts made by members of age group $i$ with members of age group $j$ , and the total number of people in age group $i$ is $N_i$ , then

$m_{ij} N_i = m_{ji}N_j$

Because of variation in the sample from which the contact matrix is obtained, this relationship is usually not fulfilled exactly. In order to obtain a symmetric contact matrix that fulfills it, one can use

$m'_{ij} = \frac{1}{2N_i} (m_{ij} N_i + m_{ji} N_j)$

To get this version of the contact matrix, use symmetric = TRUE when calling the contact_matrix() function.

contact_matrix(
  polymod, countries = "United Kingdom",
  age_limits = c(0, 1, 5, 15), symmetric = TRUE
)
#> Warning: Not all age groups represented in population data (5-year age band).
#> ℹ Linearly estimating age group sizes from the 5-year bands.
#> Warning in normalise_weighted_matrix(survey_pop = survey_pop, weighted_matrix = weighted.matrix, : Large differences in the size of the sub-populations with the current age
#> breaks are likely to result in artefacts after making the matrix symmetric.
#> ! Please reconsider the age breaks to obtain more equally sized
#>   sub-populations.
#> ℹ Normalization factors: [0.3 and 2.9]
#> $matrix
#>          contact.age.group
#> age.group      [0,1)     [1,5)   [5,15)      15+
#>    [0,1)  0.40000000 0.6250000 0.764365 4.122919
#>    [1,5)  0.15625000 1.9375000 1.406063 5.929829
#>    [5,15) 0.07148821 0.5260153 7.946078 7.428739
#>    15+    0.05759306 0.3313352 1.109550 9.594101
#> 
#> $demography
#>    age.group population proportion  year
#>       <char>      <num>      <num> <int>
#> 1:     [0,1)     690734 0.01145748  2005
#> 2:     [1,5)    2762936 0.04582990  2005
#> 3:    [5,15)    7385454 0.12250542  2005
#> 4:       15+   49447627 0.82020720  2005
#> 
#> $participants
#>    age.group participants proportion
#>       <char>        <int>      <num>
#> 1:     [0,1)           15 0.01483680
#> 2:     [1,5)           80 0.07912957
#> 3:    [5,15)          204 0.20178042
#> 4:       15+          712 0.70425321

Contact rates per capita

The contact matrix per capita $c_{ij}$ contains the social contact rates of one individual of age $i$ with one individual of age $j$ , given the population details. For example, $c_{ij}$ is used in infectious disease modelling to calculate the force of infection, which is based on the likelihood that one susceptible individual of age $i$ will be in contact with one infectious individual of age $j$ . The contact rates per capita are calculated as follows:

$c_{ij} = \tfrac{m_{ij}}{N_{j}}$

To get the per capita contact matrix, use per_capita = TRUE when calling the contact_matrix() function. Please note that if the option symmetric = TRUE is specified, the contact matrix $m_{ij}$ can show asymmetry if the sub-population sizes are different, but the contact matrix per capita will be fully symmetric:

$c'_{ij} = \frac{m_{ij} N_i + m_{ji} N_j}{2N_iN_j} = c'_{ji}$

contact_matrix(
  survey = polymod, countries = "Germany",
  age_limits = c(0, 60), symmetric = TRUE,
  per_capita = TRUE
)
#> $matrix
#>          contact.age.group
#> age.group   [0,60)       60+
#>    [0,60) 7.743879 0.8967442
#>    60+    2.711694 2.1267606
#> 
#> $matrix.per.capita
#>          contact.age.group
#> age.group       [0,60)          60+
#>    [0,60) 1.261735e-07 4.418248e-08
#>    60+    4.418248e-08 1.047852e-07
#> 
#> $demography
#>    age.group population proportion  year
#>       <char>      <num>      <num> <int>
#> 1:    [0,60)   61374868  0.7514869  2005
#> 2:       60+   20296375  0.2485131  2005
#> 
#> $participants
#>    age.group participants proportion
#>       <char>        <int>      <num>
#> 1:    [0,60)         1062  0.8329412
#> 2:       60+          213  0.1670588

Splitting contact matrices

The contact_matrix() contains a simple model for the elements of the contact matrix, by which it is split into a global component, as well as three components representing contacts, assortativity and demography. In other words, the elements $m_{ij}$ of the contact matrix are modeled as

$m_{ij} = c q d_i a_{ij} n_j$

where $c$ is the mean number of contacts across the whole population, $c q d_i$ is the number of contacts that a member of group $i$ makes across age groups, $n_j$ is the proportion of the surveyed population in age group $j$ . The constant $q$ is set so that $c q$ is equal to the value of the largest eigenvalue of $m_{ij}$ ; if used in an infectious disease model and assumed that every contact leads to infection, $c q$ can be replaced by the basic reproduction number $R_0$ .

To model the contact matrix in this way with the contact_matrix() function, set split = TRUE. The components of the matrix are returned as elements mean.contacts ( $c$ ), normalisation ( $q$ ), contacts ( $d_i$ ), matrix ( $a_{ij}$ ) and demography ( $n_j$ ) of the resulting list.

contact_matrix(
  polymod, countries = "United Kingdom",
  age_limits = c(0, 1, 5, 15), split = TRUE
)
#> Warning: Not all age groups represented in population data (5-year age band).
#> ℹ Linearly estimating age group sizes from the 5-year bands.
#> $mean.contacts
#> [1] 11.55481
#> 
#> $normalisation
#> [1] 1.039163
#> 
#> $contacts
#> [1] 0.6995727 0.7464190 1.2235173 0.9390331
#> 
#> $matrix
#>          contact.age.group
#> age.group     [0,1)     [1,5)   [5,15)       15+
#>    [0,1)  4.1561551 2.0780776 1.230914 0.8611839
#>    [1,5)  1.0955555 4.7169752 1.332022 0.7413849
#>    [5,15) 0.1456110 0.7498969 4.415104 0.5158328
#>    15+    0.2500527 0.6930808 0.934443 1.0374170
#> 
#> $demography
#>    age.group population proportion  year
#>       <char>      <num>      <num> <int>
#> 1:     [0,1)     690734 0.01145748  2005
#> 2:     [1,5)    2762936 0.04582990  2005
#> 3:    [5,15)    7385454 0.12250542  2005
#> 4:       15+   49447627 0.82020720  2005
#> 
#> $participants
#>    age.group participants proportion
#>       <char>        <int>      <num>
#> 1:     [0,1)           15 0.01483680
#> 2:     [1,5)           80 0.07912957
#> 3:    [5,15)          204 0.20178042
#> 4:       15+          712 0.70425321

Filtering

The filter argument to contact_matrix() can be used to select particular participants or contacts. For example, in the polymod dataset, the indicators cnt_home, cnt_work, cnt_school, cnt_transport, cnt_leisure and cnt_otherplace take value 0 or 1 depending on where a contact occurred. Any filter can be applied to the data, if given as a list of the form (column=filter_value). As such, only contacts that have ‘filter_value’ in ‘column’ will be considered for the generated contact matrix:

# contact matrix for school-related contacts
contact_matrix(
  polymod, age_limits = c(0, 20, 60),
  filter = list(cnt_school = 1)
)$matrix
#>          contact.age.group
#> age.group     [0,20)    [20,60)        60+
#>   [0,20)  5.17103805 1.09641670 0.03583303
#>   [20,60) 0.45714286 0.47542857 0.01457143
#>   60+     0.08980827 0.07366297 0.03531786

# contact matrix for work-related contacts involving physical contact
contact_matrix(
  polymod, age_limits = c(0, 20, 60),
  filter = list(cnt_work = 1, phys_contact = 1)
)$matrix
#>          contact.age.group
#> age.group     [0,20)    [20,60)         60+
#>   [0,20)  0.04285187 0.06353897 0.009235316
#>   [20,60) 0.16057143 1.27000000 0.146285714
#>   60+     0.04238143 0.29465187 0.062563068

# contact matrix for daily contacts at home with males
contact_matrix(
  polymod, age_limits = c(0, 20, 60),
  filter = list(
    cnt_home = 1, cnt_gender = "M",
    duration_multi = 5
  )
)$matrix
#>          contact.age.group
#> age.group     [0,20)   [20,60)        60+
#>   [0,20)  0.39268563 0.5858884 0.03103066
#>   [20,60) 0.25971429 0.3948571 0.04885714
#>   60+     0.05751766 0.1160444 0.23915237

Participant weights

Temporal aspects and demography

Participant weights are commonly used to align sample and population characteristics in terms of temporal aspects and the age distribution. For example, the day of the week has been reported as a driving factor for social contact behavior, hence to obtain a weekly average, the survey data should represent the weekly 2/5 distribution of weekend/week days. To align the survey data to this distribution, one can obtain participant weights in the form of: $w_{\textrm{day.of.week}} = \tfrac{5/7}{N_{\textrm{weekday}}/N} \text{ OR } \tfrac{2/7}{N_{\textrm{weekend}}/N}$ with sample size $N$ , and $N_{weekday}$ and $N_{weekend}$ the number of participants that were surveyed during weekdays and weekend days, respectively. It is possible to remove the constant values (e.g. $w = 5/N_{weekday}$ ), which results in the same standardized weights. However, we opt to use the relative proportions to calculate weights to enable truncation with a generic threshold (see below).

Another driver of social contact patterns is age. To improve the representativeness of survey data, age-specific weights can be calculated as: $w_{age} = \tfrac{P_{a}\ /\ P}{N_{a}\ /\ N}$ with $P$ the population size, $P_a$ the population fraction of age $a$ , $N$ the survey sample size and $N_a$ the survey fraction of age $a$ . The combination of age-specific and temporal weights for participant $i$ of age $a$ can be constructed as: $w_{i} = w_{\textrm{age}} * w_{\textrm{day.of.week}}$ Finally, the weights can to be standardized as follows: $\tilde{w}_{i} = \tfrac{w_{i}}{\sum_{}^{} w_{}} * N$

If the social contact analysis is based on stratification by splitting the population into non-overlapping groups, it requires the weights to be standardized so that the weighted totals within mutually exclusive cells equal the known population totals [@kolenikov_post-stratification_2016]. The post-stratification cells need to be mutually exclusive and cover the whole population. The post-stratified (PS) weight for participant $i$ of is: $\tilde{w}^{PS}_{i} = \tfrac{w_{i}}{\sum_{\text{j}}^{\text{group g}} w_{j}} * N_g$

Temporal weights are activated in contact_matrix() by weigh_dayofweek = TRUE and age-specific weights by weigh_age = TRUE. The post-stratification weights are calculated by default. It is possible to obtain the participant weights via the option return_part_weights = TRUE.

contact_matrix(
  survey = polymod, age_limits = c(0, 18, 60), weigh_dayofweek = TRUE,
  weigh_age = TRUE, return_part_weights = TRUE
)
#> $matrix
#>          contact.age.group
#> age.group   [0,18)   [18,60)       60+
#>   [0,18)  8.451586  5.835062 0.7210888
#>   [18,60) 2.039170 10.283562 1.2413689
#>   60+     0.777533  4.347863 2.4972876
#> 
#> $demography
#>    age.group population proportion  year
#>       <char>      <num>      <num> <int>
#> 1:    [0,18)   52955807  0.1948624  2005
#> 2:   [18,60)  157719526  0.5803634  2005
#> 3:       60+   61084635  0.2247742  2005
#> 
#> $participants
#>    age.group participants proportion
#>       <char>        <int>      <num>
#> 1:    [0,18)         2462  0.3420395
#> 2:   [18,60)         3745  0.5202834
#> 3:       60+          991  0.1376771
#> 
#> $participants.weights
#>      age.group participant.age is.weekday    weight participants   proportion
#>         <fctr>           <int>     <lgcl>     <num>        <int>        <num>
#>   1:    [0,18)               0      FALSE 1.5277357           24 0.0033342595
#>   2:    [0,18)               0       TRUE 1.2860967           66 0.0091692137
#>   3:    [0,18)               0         NA 1.3245116            3 0.0004167824
#>   4:    [0,18)               1      FALSE 1.1839952           32 0.0044456794
#>   5:    [0,18)               1       TRUE 0.9967249           88 0.0122256182
#>  ---                                                                         
#> 225:       60+              83       TRUE 5.5512825            4 0.0005557099
#> 226:       60+              84      FALSE 8.7923845            1 0.0001389275
#> 227:       60+              84       TRUE 7.4017099            2 0.0002778550
#> 228:       60+              85       TRUE 3.1116575            3 0.0004167824
#> 229:       60+              90       TRUE 4.6707906            1 0.0001389275

User-defined participant weights

The contact_matrix() allows to specify and use your own participant weights. Therefore, provide the names of the columns of the participant data you want to use to weight the reported contacts via the weights argument.

# e.g. use household size as (dummy) weight to provide
# more importance to participant data from large households
contact_matrix(
  survey = polymod, age_limits = c(0, 18, 60),
  weights = "hh_size"
)
#> $matrix
#>          contact.age.group
#> age.group    [0,18)   [18,60)       60+
#>   [0,18)  8.9599558  5.907367 0.7338418
#>   [18,60) 2.4650353 10.960550 1.2399199
#>   60+     0.9909593  5.659468 2.7081868
#> 
#> $participants
#>    age.group participants proportion
#>       <char>        <int>      <num>
#> 1:    [0,18)         2462  0.3420395
#> 2:   [18,60)         3745  0.5202834
#> 3:       60+          991  0.1376771

Weight threshold

If the survey population differs extensively from the demography, some participants can end up with relatively high weights and as such, an excessive contribution to the population average. This warrants the limitation of single participant influences by a truncation of the weights. To enable this in contact_matrix(), you need to provide a numeric weight_threshold. This truncation is applied on the standardized weights, followed by another standardization to make sure that the sum of the weights still equals the sample size. The latter can lead to final weights of which some little exceed the given threshold value.

contact_matrix(
  survey = polymod, age_limits = c(0, 18, 60), weigh_dayofweek = TRUE,
  weigh_age = TRUE, return_part_weights = TRUE, weight_threshold = 3
)
#> $matrix
#>          contact.age.group
#> age.group    [0,18)   [18,60)       60+
#>   [0,18)  8.4515863  5.835062 0.7210888
#>   [18,60) 2.0391698 10.283562 1.2413689
#>   60+     0.7718688  4.405534 2.5376740
#> 
#> $demography
#>    age.group population proportion  year
#>       <char>      <num>      <num> <int>
#> 1:    [0,18)   52955807  0.1948624  2005
#> 2:   [18,60)  157719526  0.5803634  2005
#> 3:       60+   61084635  0.2247742  2005
#> 
#> $participants
#>    age.group participants proportion
#>       <char>        <int>      <num>
#> 1:    [0,18)         2462  0.3420395
#> 2:   [18,60)         3745  0.5202834
#> 3:       60+          991  0.1376771
#> 
#> $participants.weights
#>      age.group participant.age is.weekday    weight participants   proportion
#>         <fctr>           <int>     <lgcl>     <num>        <int>        <num>
#>   1:    [0,18)               0      FALSE 1.5277357           24 0.0033342595
#>   2:    [0,18)               0       TRUE 1.2860967           66 0.0091692137
#>   3:    [0,18)               0         NA 1.3245116            3 0.0004167824
#>   4:    [0,18)               1      FALSE 1.1839952           32 0.0044456794
#>   5:    [0,18)               1       TRUE 0.9967249           88 0.0122256182
#>  ---                                                                         
#> 225:       60+              83       TRUE 3.1097465            4 0.0005557099
#> 226:       60+              84      FALSE 3.1097465            1 0.0001389275
#> 227:       60+              84       TRUE 3.1097465            2 0.0002778550
#> 228:       60+              85       TRUE 3.1097465            3 0.0004167824
#> 229:       60+              90       TRUE 3.1097465            1 0.0001389275

Numerical example

With these numeric examples, we show the importance of post-stratification weights in contrast to using the crude weights directly within age-groups. We will apply the weights by age and day of week separately in these examples, though the combination is straightforward via multiplication.

Get survey data

We start from a survey including 6 participants of 1, 2 and 3 years of age. The ages are not equally represented in the sample, though we assume they are equally present in the reference population. We will calculate the weighted average number of contacts by age and by age group, using {1,2} and {3} years of age. The following table shows the reported number of contacts per participant $i$ , represented by $m_i$ :

age	day.of.week	age.group	m_i
1	weekend	A	3
1	weekend	A	2
2	weekend	A	9
2	week	A	10
2	week	A	8
3	week	B	15

The summary statistics for the sample (N) and reference population (P) are as follows

N <- 6
N_age <- c(2, 3, 1)
N_age.group <- c(5, 1)
N_day.of.week <- c(3, 3)

P <- 3000
P_age <- c(1000, 1000, 1000)
P_age.group <- c(2000, 1000)

P_day.of.week <- c(5 / 7, 2 / 7) * 3000

This survey data results in an unweighted average number of contacts:

#> unweighted average number of contacts: 7.83

and age-specific unweighted averages on the number of contacts:

age	age.group	m_i
1	A	2.5
2	A	9.0
3	B	15.0

Weight by day of week

The following table contains the participants weights based on the survey day with and without the population and sample size constants ( $w$ and $w'$ , respectively). Note that the standardized weights $\tilde{w}$ and $\tilde{w'}$ are the same:

age	day.of.week	age.group	m_i	w	w_tilde	w_dot	w_dot_tilde
1	weekend	A	3	0.57	0.57	285.71	0.57
1	weekend	A	2	0.57	0.57	285.71	0.57
2	weekend	A	9	0.57	0.57	285.71	0.57
2	week	A	10	1.43	1.43	714.29	1.43
2	week	A	8	1.43	1.43	714.29	1.43
3	week	B	15	1.43	1.43	714.29	1.43

Note the different scale of $w$ and $w'$ , and the more straightforward interpretation of the numerical value of $w$ in terms of relative differences to apply truncation. Using the standardized weights, we are able to calculate the weighted number of contacts:

age	day.of.week	age.group	m_i	w	w_tilde	m_i * w_tilde
1	weekend	A	3	0.57	0.57	1.71
1	weekend	A	2	0.57	0.57	1.14
2	weekend	A	9	0.57	0.57	5.13
2	week	A	10	1.43	1.43	14.30
2	week	A	8	1.43	1.43	11.44
3	week	B	15	1.43	1.43	21.45

#> weighted average number of contacts: 9.2

If the population-based weights are directly used in age-specific groups, the contact behavior of the 3 year-old participant, which participated during week day, is inflated due to the under-representation of week days in the survey sample. In addition, the number of contacts for 1 year-old participants is decreased because of the over-representation of weekend days in the survey. Using the population-weights within the two aggregated age groups, we obtain a more intuitive weighting for age group A, but it is still skewed for individuals in age group B. As such, this weighted average for age group B has no meaning in terms of social contact behavior:

age	m_i * w_tilde
1	1.425
2	10.290
3	21.450

age.group	m_i * w_tilde
A	6.744
B	21.450

If we subdivide the population, we need to use post-stratification weights (“w_PS”) in which the weighted totals within mutually exclusive cells equal the sample size. For the age groups, this goes as follows:

age	day.of.week	age.group	m_i	w	w_tilde	w_PS
1	weekend	A	3	0.57	0.57	0.62
1	weekend	A	2	0.57	0.57	0.62
2	weekend	A	9	0.57	0.57	0.62
2	week	A	10	1.43	1.43	1.56
2	week	A	8	1.43	1.43	1.56
3	week	B	15	1.43	1.43	1.00

The weighted means equal:

age.group	m_i * w_PS
A	7.352
B	15.000

Weight by age

We repeated the example by calculating age-specific participant weights on the population and age-group level:

age	day.of.week	age.group	m_i	w	w_tilde	w_PS
1	weekend	A	3	1.00	1.00	1.25
1	weekend	A	2	1.00	1.00	1.25
2	weekend	A	9	0.67	0.67	0.83
2	week	A	10	0.67	0.67	0.83
2	week	A	8	0.67	0.67	0.83
3	week	B	15	2.00	2.00	1.00

#> weighted average number of contacts: 8.85

If the age-specific weights are directly used within the age groups, the contact behavior for age group B is inflated to unrealistic levels and the number of contacts for age group A is artificially low:

age	m_i * w_tilde
1	2.50
2	6.03
3	30.00

age.group	m_i * w_tilde
A	4.618
B	30.000

Using the post-stratification weights, we end up with:

age.group	m_i * w_PS
A	5.732
B	15.000

Apply threshold

We start with survey data of 14 participants of 1, 2 and 3 years of age, sampled from a population in which all ages are equally present. Given the high representation of participants aged 1 year, the age-specific proportions are skewed in comparison with the reference population. If we calculate the age-specific weights and (un)weighted average number of contacts, we end up with:

age	day.of.week	age.group	m_i	w	w_tilde
1	weekend	A	3	0.47	0.47
1	weekend	A	2	0.47	0.47
1	weekend	A	3	0.47	0.47
1	weekend	A	2	0.47	0.47
1	weekend	A	3	0.47	0.47
1	weekend	A	2	0.47	0.47
1	weekend	A	3	0.47	0.47
1	weekend	A	2	0.47	0.47
1	weekend	A	3	0.47	0.47
1	weekend	A	2	0.47	0.47
2	weekend	A	9	1.56	1.56
2	week	A	10	1.56	1.56
2	week	A	8	1.56	1.56
3	week	B	30	4.67	4.67

#> unweighted average number of contacts: 5.86
#> weighted average number of contacts: 13.86

The single participant of 3 years of age has a very large influence on the weighted population average. As such, we propose to truncate the relative age-specific weights $w$ at 3. As such, the weighted population average equals:

#> weighted average number of contacts after truncation: 10.28

Plotting

Using ggplot2

The contact matrices can be plotted by using the geom_tile() function of the ggplot2 package.

df <- reshape2::melt(
  mr,
  varnames = c("age.group", "age.group.contact"),
  value.name = "contacts"
)
ggplot(df, aes(x = age.group, y = age.group.contact, fill = contacts)) +
  theme(legend.position = "bottom") +
  geom_tile()

Using R base

The contact matrices can also be plotted with the matrix_plot() function as a grid of colored rectangles with the numeric values in the cells. Heat colors are used by default, though this can be changed.

matrix_plot(mr)

matrix_plot(mr, color.palette = gray.colors)