Prediction and simulation method for 'nomad_model' class

This function uses the fitted mobility::mobility() object inside the the nomad_model() to simulate a connectivity matrix based on estimated parameters.

# S3 method for nomad_model
predict(object, newdata = NULL, nsim = 1, seed = NULL, unit = NULL, ...)

Arguments

object

a nomad_model() object containing the fitted mobility model and its associated meta data

newdata

a list containing new data to used in model prediction. If NULL (the default) the function will simulate the model with the data used for fitting.

D

a named matrix of distances between all \(ij\) location pairs

N

a named vector of population sizes for all locations (either N or both N_orig and N_dest must be supplied)

N_orig

a named vector of population sizes for each origin

N_dest

a named vector of population sizes for each destination

nsim

number of simulations (default = 1).

seed

optional integer specifying the call to set.seed prior to model simulation (default = NULL)

unit

The unit of distance associated with the x and y coordinates. Default = NULL, which assumes the provided coordinates are longitude (x) and latitiude (y).

...

further arguments passed to or from other methods

Value

a vector, matrix, or array containing predited or simulated mobility values.

Details

When nsim = 1, the prediction matrix is calculated using the mean point estimate of parameter values. If nsim > 1 then an array that contains nsim number of simulated replications is returned based on the posterior distributions of each parameter.

TODO: Warnings are not currently implemented (Milestone 2)

Warnings will be shown if the newdata provided is unlikely to be well predicted by the model. This will happen under two circumstances.

1. If the coordinates provided are at a spatial scale that is unsuitable given the spatial scale that the model was fit against. For example, if the model was fit using data collecting mobility between locations that are 100s km apart on average but the coordinates are 1km apart on average.

2. If the coordinates provided span international borders. Currently, there are no models available in nomad that were fit using mobility data that includes international movements. As a result, any predictions made for international locations may poorly capture international mobility.

See also

Other model: check(), compare(), fit_jags(), fit_prob_travel(), mobility(), residuals(), summary()

Author

John Giles

Examples

# Get nomad_model object
nmd_model <- nomad::model_db$zmb_cdr_2020_mod_dd_exp

# Produce model predictions
predict(nmd_model)
#>                     chadiza        chama      chavuma       chembe     chibombo
#> chadiza        1.056873e+06 1.409218e+02 9.165515e-05 3.450812e+00 9.588916e+00
#> chama          4.338234e+02 1.809731e+06 1.676330e-04 3.004161e+01 3.134834e+00
#> chavuma        5.609099e-04 3.332430e-04 4.632491e+05 2.529257e-01 6.346829e+00
#> chembe         2.803969e+00 7.929398e+00 3.358215e-02 6.315127e+05 7.581213e+01
#> chibombo       4.489398e+00 4.767585e-01 4.855558e-01 4.368229e+01 3.404944e+06
#> chiengi        5.739493e-01 3.172899e+01 1.098474e-02 1.536815e+02 1.938285e+00
#> chikankanta    9.693013e-01 3.531555e-02 1.621488e-02 9.160750e-01 1.110254e+03
#> chilanga       2.083114e+00 1.185730e-01 6.156308e-02 5.033425e+00 6.529550e+03
#> chililabombwe  1.451511e+00 1.700480e+00 2.437136e-01 1.085636e+03 3.888214e+02
#> chilubi        2.803790e+01 4.316459e+02 4.273741e-03 7.663685e+02 2.004921e+01
#> chingola       3.145688e+00 3.205077e+00 8.158817e-01 1.965557e+03 1.235687e+03
#> chinsali       3.216318e+01 8.250105e+03 1.190795e-04 2.118232e+01 9.161288e-01
#> chipata        5.147724e+04 1.214118e+03 3.540681e-04 1.763132e+01 3.254782e+01
#> chipili        1.041255e+00 1.631128e+01 6.689110e-03 4.550299e+02 5.554172e+00
#> chirundu       2.371830e+00 6.772664e-02 8.886816e-03 1.012257e+00 8.110103e+02
#> chisamba       3.924108e+00 2.935866e-01 2.264151e-02 1.020560e+01 3.506159e+03
#> chitambo       5.358671e+02 3.127020e+02 4.974839e-03 3.582929e+02 1.809595e+02
#> choma          6.429228e-01 2.546185e-02 4.924484e-01 1.398646e+00 2.463067e+03
#> chongwe        6.192640e+00 2.990375e-01 2.771649e-02 7.071485e+00 4.082423e+03
#> gwembe         8.344687e-01 2.495865e-02 3.561925e-02 6.552733e-01 9.757112e+02
#> ikelenge       9.658821e-03 1.941317e-02 2.605984e+02 1.370522e+01 2.425676e+01
#> isoka          1.999486e+01 7.359448e+03 3.716167e-05 6.515009e+00 2.984980e-01
#> itezhi-tezhi   1.794499e-01 1.589769e-02 4.476780e+00 2.650986e+00 2.549069e+03
#> kabompo        6.694385e-03 3.147593e-03 9.365698e+02 2.161687e+00 7.583084e+01
#> kabwe          1.157265e+01 1.318856e+00 1.370025e-01 7.582375e+01 1.578506e+04
#> kafue          3.041780e+00 1.156642e-01 1.366314e-02 2.282830e+00 1.651831e+03
#> kalabo         9.375987e-04 2.467587e-04 1.649186e+03 1.440249e-01 1.550698e+01
#> kalomo         3.387045e-01 1.499984e-02 1.162962e+00 1.115922e+00 1.835948e+03
#> kalulushi      1.803370e+00 1.389272e+00 1.839879e-01 6.121990e+02 6.459828e+02
#> kalumbila      1.166796e-01 1.169736e-01 7.227812e+01 9.057240e+01 3.920605e+02
#> kanchibiya     1.468358e+02 1.741037e+03 2.015484e-03 3.577048e+02 2.366064e+01
#> kaoma          2.381794e-02 5.724783e-03 3.221204e+02 2.785808e+00 3.825574e+02
#> kapiri mposhi  2.527062e+01 3.652020e+00 1.525378e-01 2.020953e+02 1.232633e+04
#> kaputa         5.036859e-01 3.530153e+01 2.888262e-03 7.358062e+01 8.969877e-01
#> kasama         6.825763e+01 4.480321e+03 3.413117e-03 5.470053e+02 1.378159e+01
#> kasempa        4.371905e-01 1.570025e-01 1.624802e+01 7.448155e+01 3.612579e+03
#> katete         1.473830e+04 2.092604e+02 3.145809e-04 1.078546e+01 3.214551e+01
#> kawambwa       1.962975e+00 6.114488e+01 1.035701e-02 4.907163e+02 5.992895e+00
#> kazungula      7.589707e-02 3.795743e-03 2.569599e+00 4.076215e-01 5.547375e+02
#> kitwe          2.077072e+01 1.542114e+01 6.438702e-01 4.980936e+03 3.916411e+03
#> lavushimanda   2.685825e+02 3.782523e+02 1.161612e-03 1.257530e+02 3.360842e+01
#> limulunga      1.421165e-03 3.112002e-04 2.529757e+02 1.569872e-01 2.405183e+01
#> livingstone    9.383196e-02 3.357922e-03 1.079937e+00 2.381747e-01 3.836811e+02
#> luampa         2.455171e-02 3.590289e-03 4.633455e+01 1.190642e+00 4.201573e+02
#> luangwa        5.526552e+01 1.255345e+00 2.392071e-03 4.017311e+00 3.804448e+02
#> luano          3.384297e+01 2.397429e+00 5.803357e-03 2.235060e+01 6.955853e+02
#> luanshya       5.373921e+00 2.783852e+00 9.419912e-02 5.578993e+02 1.102123e+03
#> lufwanyama     1.056922e+00 6.624662e-01 5.124631e-01 3.156341e+02 1.096802e+03
#> lukulu         5.474132e-03 1.651488e-03 6.512346e+02 9.540500e-01 8.252617e+01
#> lundazi        4.764475e+03 2.260001e+04 1.642497e-04 2.054446e+01 7.526153e+00
#> lunga          1.477103e+01 9.410436e+01 2.340250e-03 4.265664e+02 1.636649e+01
#> lunte district 3.395054e+00 2.227886e+02 1.188902e-03 1.202979e+02 1.875020e+00
#> lusaka         1.070862e+02 5.666661e+00 1.439897e+00 1.897972e+02 1.832235e+05
#> luwingu        1.271237e+01 3.796853e+02 3.186803e-03 4.696134e+02 8.875668e+00
#> mafinga        4.938121e+01 1.607593e+04 2.859023e-05 5.270735e+00 3.537773e-01
#> mambwe         5.277466e+03 6.274311e+02 3.228626e-04 2.049892e+01 2.222308e+01
#> mansa          1.649704e+01 9.874110e+01 1.148879e-01 1.476262e+04 1.821560e+02
#> manyinga       1.599118e-02 1.044939e-02 6.805044e+02 7.754103e+00 1.283420e+02
#> masaiti        8.938137e+00 3.092433e+00 5.570532e-02 3.122914e+02 1.400386e+03
#> mazabuka       1.363243e+00 6.761052e-02 1.270062e-01 3.219794e+00 5.376440e+03
#> mbala          4.190688e+00 8.871397e+02 3.408474e-04 3.225049e+01 5.742036e-01
#> milengi        9.345681e+00 2.346130e+01 1.947895e-02 3.038288e+03 9.823611e+01
#> mitete         4.423412e-04 1.583150e-04 1.724708e+03 1.042627e-01 6.545635e+00
#> mkushi         1.491267e+02 2.606844e+01 4.043694e-02 4.143013e+02 2.559056e+03
#> mongu          5.910809e-03 1.020793e-03 3.558227e+02 4.394283e-01 1.016422e+02
#> monze          1.187233e+00 5.344131e-02 2.598700e-01 2.715389e+00 4.763484e+03
#> mpika          1.674660e+03 1.455763e+04 1.259078e-03 1.864166e+02 3.204362e+01
#> mpongwe        2.999289e+00 9.745383e-01 4.674248e-01 2.342045e+02 5.245306e+03
#> mporokoso      7.882418e-01 4.550407e+01 1.460464e-03 7.953131e+01 1.010131e+00
#> mpulungu       2.710163e+00 3.794357e+02 8.492595e-04 6.055161e+01 8.933901e-01
#> mufulira       3.790936e+00 3.749098e+00 1.402443e-01 1.620899e+03 5.609625e+02
#> mufumbwe       9.250975e-02 3.319062e-02 1.180739e+02 1.842305e+01 1.056367e+03
#> mulobezi       8.900637e-03 8.180481e-04 7.859127e+00 1.880134e-01 1.267178e+02
#> mumbwa         1.228749e+00 1.593680e-01 8.372541e+00 3.152492e+01 2.113679e+04
#> mungwi         2.404103e+01 4.799505e+03 3.800746e-04 5.814987e+01 1.617785e+00
#> mwandi         5.900617e-03 3.696177e-04 2.692405e+00 6.073646e-02 5.955738e+01
#> mwansabombwe   6.546190e-01 1.312751e+01 1.606524e-02 4.058317e+02 5.270623e+00
#> mwense         2.323718e+00 2.697447e+01 4.990560e-02 2.069670e+03 2.676568e+01
#> mwinilunga     7.681170e-02 9.901208e-02 8.306231e+02 7.717650e+01 2.748346e+02
#> nakonde        1.937155e+01 6.719403e+03 1.105425e-04 1.677382e+01 5.295036e-01
#> nalolo         8.741340e-04 1.356791e-04 1.207949e+02 5.728811e-02 1.484025e+01
#> namwala        3.765224e-01 2.454079e-02 7.647288e-01 2.390706e+00 3.669953e+03
#> nchelenge      1.380259e+00 4.324373e+01 4.581154e-02 6.727941e+02 8.911212e+00
#> ndola          2.924789e+01 1.720916e+01 3.006302e-01 3.126061e+03 3.511468e+03
#> ngabwe         9.590275e-01 2.121374e-01 3.736363e-01 4.409005e+01 5.731565e+03
#> nkeyema        3.760394e-02 6.822014e-03 2.802223e+01 2.477115e+00 6.358929e+02
#> nsama          5.194836e-01 4.946566e+01 8.758394e-04 3.591135e+01 4.535672e-01
#> nyimba         9.635144e+02 3.854763e+01 4.272046e-03 4.855517e+01 4.986606e+02
#> pemba          1.778214e-01 6.378492e-03 4.091500e-02 2.661648e-01 4.632882e+02
#> petauke        1.554422e+04 4.958980e+02 4.424653e-03 1.137458e+02 4.461438e+02
#> rufunsa        2.888402e+01 1.070936e+00 6.251180e-03 8.163500e+00 9.881273e+02
#> samfya         3.319550e+01 1.220743e+02 1.800734e-02 3.135910e+03 1.123257e+02
#> senanga        4.448806e-03 5.440110e-04 6.419213e+01 1.797410e-01 7.191286e+01
#> serenje        5.474279e+02 1.184667e+02 8.192530e-03 2.817334e+02 4.564298e+02
#> sesheke        3.517564e-03 2.631027e-04 1.120392e+01 5.735970e-02 4.223639e+01
#> shang'ombo     4.210890e-04 5.375237e-05 5.915565e+01 2.059047e-02 6.786127e+00
#> shibuyunji     5.714378e-01 3.876290e-02 5.891259e-02 2.446278e+00 4.194657e+03
#> shiwamg'andu   6.745890e+01 5.159082e+03 2.693904e-04 4.987010e+01 2.878067e+00
#> siavonga       1.843326e+00 5.009160e-02 1.441486e-02 8.508486e-01 8.901446e+02
#> sikongo        3.237003e-04 6.943403e-05 4.488743e+02 3.729905e-02 5.548650e+00
#> sinazongwe     4.548432e-01 1.246920e-02 1.185325e-01 4.102725e-01 7.084056e+02
#> sinda          7.805341e+03 1.234953e+02 5.720403e-04 1.420480e+01 6.373857e+01
#> sioma          1.609972e-03 1.555576e-04 3.858125e+01 4.596174e-02 2.304119e+01
#> solwezi        1.127888e+00 1.031017e+00 2.039065e+01 7.473861e+02 2.218355e+03
#> vubwi          5.178558e+03 9.721729e+01 2.488143e-05 1.107163e+00 2.539232e+00
#> zambezi        3.100547e-03 1.497976e-03 1.129611e+04 1.072861e+00 3.805766e+01
#> zimba          1.457963e-01 4.535297e-03 2.621806e-01 2.234674e-01 3.916577e+02
#>                     chiengi  chikankanta     chilanga chililabombwe
#> chadiza        2.481315e-01 3.085008e+00 1.001156e+01  3.192757e+00
#> chama          4.222789e+01 3.460176e-01 1.754321e+00  1.151468e+01
#> chavuma        2.906259e-02 3.158256e-01 1.810695e+00  3.280661e+00
#> chembe         5.398609e+01 2.369084e+00 1.965640e+01  1.940356e+03
#> chibombo       3.923238e-01 1.654393e+03 1.469232e+04  4.004185e+02
#> chiengi        1.740193e+06 5.869307e-02 4.859908e-01  7.437564e+01
#> chikankanta    7.972557e-03 8.047360e+05 3.288074e+03  6.541504e+00
#> chilanga       4.371674e-02 2.177461e+03 2.504572e+06  3.847764e+01
#> chililabombwe  1.461819e+01 9.465199e+00 8.407205e+01  1.502437e+06
#> chilubi        3.533316e+02 9.998560e-01 7.024716e+00  2.473725e+02
#> chingola       2.746920e+01 2.904538e+01 2.597322e+02  3.052860e+04
#> chinsali       9.169749e+01 7.020940e-02 4.125701e-01  6.966617e+00
#> chipata        1.660602e+00 9.228930e+00 3.161068e+01  1.443688e+01
#> chipili        6.476358e+02 1.825599e-01 1.479454e+00  1.726708e+02
#> chirundu       9.092293e-03 1.999984e+03 2.376791e+03  6.059167e+00
#> chisamba       8.993086e-02 4.113029e+02 2.845075e+03  6.040800e+01
#> chitambo       1.446387e+01 1.744851e+01 9.751658e+01  2.769108e+02
#> choma          1.283846e-02 2.461588e+03 4.085416e+03  1.418300e+01
#> chongwe        6.288114e-02 1.732420e+03 7.751663e+03  4.185056e+01
#> gwembe         5.688800e-03 2.508968e+03 2.548514e+03  5.152407e+00
#> ikelenge       4.984684e+00 6.167477e-01 4.906253e+00  1.112584e+02
#> isoka          4.580624e+01 2.500050e-02 1.410950e-01  2.134482e+00
#> itezhi-tezhi   3.162836e-02 4.442852e+02 1.644823e+03  3.527761e+01
#> kabompo        1.247223e-01 3.358561e+00 2.059220e+01  3.084584e+01
#> kabwe          6.590780e-01 7.973234e+02 6.469795e+03  4.907346e+02
#> kafue          2.033326e-02 1.787371e+03 4.338878e+03  1.376063e+01
#> kalabo         6.970086e-03 1.337698e+00 5.986466e+00  2.171468e+00
#> kalomo         1.091366e-02 1.307004e+03 2.480911e+03  1.253952e+01
#> kalulushi      6.470491e+00 1.616728e+01 1.430136e+02  6.670393e+03
#> kalumbila      6.305822e+00 9.580131e+00 7.814403e+01  1.090328e+03
#> kanchibiya     1.087882e+02 1.658527e+00 1.026232e+01  1.376650e+02
#> kaoma          7.984192e-02 2.577179e+01 1.326133e+02  4.323721e+01
#> kapiri mposhi  1.776394e+00 6.268270e+02 4.862577e+03  1.099811e+03
#> kaputa         2.338584e+04 2.986319e-02 2.395870e-01  3.054527e+01
#> kasama         1.759879e+03 7.603335e-01 5.106945e+00  1.720747e+02
#> kasempa        1.431343e+00 9.829698e+01 7.685515e+02  1.156068e+03
#> katete         6.156807e-01 9.438921e+00 3.221753e+01  1.062327e+01
#> kawambwa       6.950279e+03 2.003539e-01 1.610387e+00  1.917366e+02
#> kazungula      4.531354e-03 2.920511e+02 6.103867e+02  5.156056e+00
#> kitwe          4.513579e+01 1.113536e+02 9.569271e+02  2.942037e+04
#> lavushimanda   1.013791e+01 3.211731e+00 1.780293e+01  7.379748e+01
#> limulunga      5.435424e-03 2.170198e+00 9.629430e+00  2.424518e+00
#> livingstone    2.410692e-03 3.369111e+02 5.454332e+02  2.784487e+00
#> luampa         2.283200e-02 4.523533e+01 1.920433e+02  1.820463e+01
#> luangwa        4.975120e-02 2.421020e+02 6.291719e+02  1.250670e+01
#> luano          2.543218e-01 1.139554e+02 5.677315e+02  6.621269e+01
#> luanshya       4.865918e+00 3.412817e+01 2.880935e+02  2.971385e+03
#> lufwanyama     4.087669e+00 2.435549e+01 2.193309e+02  4.623658e+03
#> lukulu         3.825925e-02 5.162234e+00 2.713513e+01  1.448203e+01
#> lundazi        8.649026e+00 1.346744e+00 5.574014e+00  1.046838e+01
#> lunga          5.320679e+01 8.425569e-01 5.884091e+00  1.546083e+02
#> lunte district 1.556065e+03 8.174399e-02 5.980748e-01  3.859841e+01
#> lusaka         1.651864e+00 7.238906e+04 4.373363e+05  1.310019e+03
#> luwingu        8.342418e+02 4.081407e-01 2.941866e+00  1.465270e+02
#> mafinga        2.352959e+01 3.566301e-02 1.863941e-01  1.819679e+00
#> mambwe         1.803842e+00 4.397585e+00 1.783453e+01  1.548915e+01
#> mansa          1.100888e+03 5.973989e+00 4.865256e+01  4.980959e+03
#> manyinga       5.576391e-01 4.444930e+00 3.052988e+01  1.034478e+02
#> masaiti        2.746828e+00 5.362187e+01 4.302417e+02  1.332982e+03
#> mazabuka       2.827427e-02 4.012808e+03 1.107875e+04  2.788120e+01
#> mbala          1.528270e+03 2.911840e-02 2.002455e-01  1.023771e+01
#> milengi        5.125669e+01 3.775044e+00 2.938700e+01  1.319364e+03
#> mitete         6.484336e-03 4.334684e-01 2.189203e+00  1.514396e+00
#> mkushi         4.854503e+00 2.148561e+02 1.336150e+03  9.675330e+02
#> mongu          1.230032e-02 1.133812e+01 4.590086e+01  6.834200e+00
#> monze          2.420571e-02 4.419422e+03 8.682620e+03  2.529042e+01
#> mpika          5.583624e+01 3.471317e+00 1.799277e+01  8.591368e+01
#> mpongwe        2.298377e+00 1.212744e+02 1.089784e+03  2.506709e+03
#> mporokoso      3.627816e+03 3.713844e-02 2.884584e-01  2.866483e+01
#> mpulungu       4.267764e+03 3.910644e-02 2.844889e-01  2.004334e+01
#> mufulira       1.528644e+01 1.562309e+01 1.346668e+02  8.615361e+03
#> mufumbwe       5.354902e-01 4.036594e+01 2.689803e+02  2.836098e+02
#> mulobezi       2.936095e-03 2.656663e+01 8.334118e+01  2.756111e+00
#> mumbwa         3.681054e-01 1.288950e+03 7.707592e+03  4.167157e+02
#> mungwi         5.261017e+02 1.012037e-01 6.440593e-01  1.827467e+01
#> mwandi         8.290577e-04 2.199917e+01 5.257562e+01  8.507858e-01
#> mwansabombwe   2.945758e+03 1.550686e-01 1.299719e+00  2.016414e+02
#> mwense         1.814599e+03 7.923586e-01 6.640617e+00  9.843102e+02
#> mwinilunga     1.161854e+01 7.242260e+00 5.665694e+01  7.959977e+02
#> nakonde        2.523332e+02 3.755735e-02 2.263628e-01  5.286453e+00
#> nalolo         1.675718e-03 2.002317e+00 7.361873e+00  8.909465e-01
#> namwala        2.362144e-02 1.106848e+03 3.529690e+03  2.713376e+01
#> nchelenge      4.027970e+04 2.577671e-01 2.168763e+00  3.542174e+02
#> ndola          2.716204e+01 1.170222e+02 9.665801e+02  1.221348e+04
#> ngabwe         4.473042e-01 1.227815e+02 1.093706e+03  5.095522e+02
#> nkeyema        4.759467e-02 4.609301e+01 2.354418e+02  3.803134e+01
#> nsama          6.071035e+03 1.681840e-02 1.299438e-01  1.325288e+01
#> nyimba         9.471898e-01 1.247557e+02 4.828239e+02  8.383272e+01
#> pemba          2.359510e-03 6.609155e+02 9.323743e+02  2.450281e+00
#> petauke        4.062889e+00 1.123133e+02 4.188929e+02  1.330072e+02
#> rufunsa        8.710218e-02 4.007278e+02 1.389484e+03  3.017924e+01
#> samfya         1.397751e+02 5.047264e+00 3.715260e+01  1.210329e+03
#> senanga        3.871876e-03 1.155670e+01 3.984639e+01  2.766720e+00
#> serenje        6.542690e+00 5.117315e+01 2.740975e+02  3.303559e+02
#> sesheke        9.465341e-04 1.256875e+01 3.259907e+01  8.465409e-01
#> shang'ombo     5.688810e-04 1.173952e+00 3.826613e+00  3.200595e-01
#> shibuyunji     2.166430e-02 7.343453e+02 5.032540e+03  2.174857e+01
#> shiwamg'andu   6.223820e+01 2.257307e-01 1.323436e+00  1.759307e+01
#> siavonga       7.505721e-03 2.961751e+03 2.666391e+03  5.583777e+00
#> sikongo        1.620652e-03 5.958769e-01 2.404978e+00  5.701920e-01
#> sinazongwe     3.619463e-03 1.283844e+03 1.512123e+03  3.742367e+00
#> sinda          5.894228e-01 1.972369e+01 6.636442e+01  1.625569e+01
#> sioma          9.722404e-04 5.213367e+00 1.514515e+01  7.040200e-01
#> solwezi        2.495748e+01 4.829634e+01 4.224520e+02  1.017007e+04
#> vubwi          1.058518e-01 8.369599e-01 2.665247e+00  9.381670e-01
#> zambezi        8.332835e-02 1.953559e+00 1.110288e+01  1.484108e+01
#> zimba          2.079539e-03 4.790984e+02 6.734789e+02  2.340296e+00
#>                     chilubi     chingola     chinsali      chipata      chipili
#> chadiza        1.996520e+01 5.587777e+00 2.106423e+01 2.996252e+04 8.773544e-01
#> chama          9.462169e+02 1.752656e+01 1.663340e+04 2.175498e+03 4.230977e+01
#> chavuma        1.862399e-02 8.869249e+00 4.772655e-04 1.261206e-03 3.449232e-02
#> chembe         4.434225e+02 2.837011e+03 1.127229e+01 8.338727e+00 3.115370e+02
#> chibombo       6.684119e+00 1.027663e+03 2.809065e-01 8.869589e+00 2.191067e+00
#> chiengi        5.819725e+02 1.128655e+02 1.389107e+02 2.235735e+00 1.262235e+03
#> chikankanta    2.237012e-01 1.621074e+01 1.444722e-02 1.687784e+00 4.833099e-02
#> chilanga       1.040803e+00 9.599765e+01 5.622064e-02 3.828320e+00 2.593766e-01
#> chililabombwe  8.008188e+01 2.465386e+04 2.074260e+00 3.820244e+00 6.614413e+01
#> chilubi        1.100743e+06 3.645853e+02 7.507030e+02 1.043196e+02 1.110032e+03
#> chingola       1.461517e+02 3.289233e+06 3.806199e+00 8.120387e+00 1.206919e+02
#> chinsali       8.162249e+02 1.032353e+01 1.291606e+06 1.537152e+02 5.428846e+01
#> chipata        1.276236e+02 2.478205e+01 1.729580e+02 3.296869e+06 5.308169e+00
#> chipili        9.380934e+02 2.544390e+02 4.219649e+01 3.666824e+00 4.065594e+05
#> chirundu       3.157915e-01 1.453872e+01 2.469762e-02 4.035111e+00 5.655758e-02
#> chisamba       2.538607e+00 1.418083e+02 1.423778e-01 7.566788e+00 5.520497e-01
#> chitambo       1.117900e+03 4.596988e+02 1.460988e+02 1.574414e+03 7.100334e+01
#> choma          2.295176e-01 3.775849e+01 1.171191e-02 1.113105e+00 7.008039e-02
#> chongwe        1.965932e+00 9.921547e+01 1.276556e-01 1.127454e+01 3.888213e-01
#> gwembe         1.504238e-01 1.306461e+01 9.824345e-03 1.412696e+00 3.397184e-02
#> ikelenge       1.311065e+00 2.677123e+02 3.862160e-02 2.517326e-02 3.582712e+00
#> isoka          2.514360e+02 3.161968e+00 1.318292e+04 9.988474e+01 1.849074e+01
#> itezhi-tezhi   2.837594e-01 9.856998e+01 1.014179e-02 3.374545e-01 1.405660e-01
#> kabompo        1.542726e-01 8.530517e+01 3.918235e-03 1.486490e-02 2.241653e-01
#> kabwe          1.551361e+01 1.160584e+03 7.351233e-01 2.347168e+01 3.962779e+00
#> kafue          6.598597e-01 3.289824e+01 4.615960e-02 5.364291e+00 1.259340e-01
#> kalabo         1.033887e-02 6.111846e+00 2.668474e-04 1.932217e-03 1.318166e-02
#> kalomo         1.596228e-01 3.404406e+01 7.381898e-03 5.910486e-01 5.614169e-02
#> kalulushi      5.277378e+01 1.483410e+04 1.454462e+00 4.548327e+00 3.239325e+01
#> kalumbila      6.708052e+00 2.848146e+03 1.716485e-01 2.868512e-01 1.135851e+01
#> kanchibiya     7.970870e+03 2.084794e+02 1.632747e+03 5.694285e+02 3.007498e+02
#> kaoma          2.078786e-01 1.230068e+02 5.574490e-03 4.930689e-02 2.093037e-01
#> kapiri mposhi  4.486785e+01 2.484407e+03 2.109647e+00 5.325696e+01 1.085097e+01
#> kaputa         4.578259e+02 4.561557e+01 1.607860e+02 2.022996e+00 6.563358e+02
#> kasama         1.963535e+04 2.524795e+02 1.357523e+04 2.878102e+02 1.681168e+03
#> kasempa        5.734216e+00 3.300772e+03 1.556511e-01 9.696961e-01 4.918468e+00
#> katete         5.112558e+01 1.872175e+01 3.640980e+01 2.875388e+04 2.407328e+00
#> kawambwa       2.071370e+03 2.838620e+02 2.067629e+02 7.353042e+00 4.390222e+03
#> kazungula      4.942412e-02 1.430940e+01 2.033080e-03 1.333346e-01 2.105820e-02
#> kitwe          5.205451e+02 5.609428e+04 1.512153e+01 5.279523e+01 2.498300e+02
#> lavushimanda   8.485420e+02 1.184259e+02 1.756216e+02 9.081074e+02 4.067747e+01
#> limulunga      1.155361e-02 6.881100e+00 3.066454e-04 2.887338e-03 1.255487e-02
#> livingstone    3.335004e-02 7.629020e+00 1.576467e-03 1.592811e-01 1.203603e-02
#> luampa         9.866789e-02 5.197109e+01 2.901665e-03 4.825384e-02 7.513028e-02
#> luangwa        2.814836e+00 2.653543e+01 3.710308e-01 9.386424e+01 3.047622e-01
#> luano          1.191392e+01 1.362922e+02 9.842631e-01 6.734627e+01 1.586295e+00
#> luanshya       7.423733e+01 6.032315e+03 2.389303e+00 1.317351e+01 2.819778e+01
#> lufwanyama     2.540619e+01 1.294612e+04 6.913958e-01 2.568545e+00 1.813919e+01
#> lukulu         6.877595e-02 4.082910e+01 1.782542e-03 1.156053e-02 8.262397e-02
#> lundazi        3.864370e+02 1.669580e+01 2.434636e+03 2.473118e+04 1.461437e+01
#> lunga          3.473794e+03 2.312327e+02 1.171227e+02 5.104228e+01 2.433865e+02
#> lunte district 2.266640e+03 5.637650e+01 8.673460e+02 1.393043e+01 7.222735e+02
#> lusaka         4.417237e+01 3.201922e+03 2.570012e+00 1.958938e+02 1.000010e+01
#> luwingu        1.138962e+04 2.142386e+02 9.662764e+02 4.933954e+01 1.523664e+03
#> mafinga        1.966351e+02 2.722968e+00 9.367373e+03 2.525966e+02 1.183915e+01
#> mambwe         1.445221e+02 2.611447e+01 1.193177e+02 1.882910e+04 6.195822e+00
#> mansa          6.626928e+03 7.278469e+03 1.765496e+02 5.317323e+01 6.694211e+03
#> manyinga       5.609993e-01 2.804468e+02 1.426006e-02 3.695411e-02 9.118911e-01
#> masaiti        5.927101e+01 2.727397e+03 2.252530e+00 2.110393e+01 1.670396e+01
#> mazabuka       6.031627e-01 7.161669e+01 3.176504e-02 2.446479e+00 1.631212e-01
#> mbala          8.397762e+02 1.494926e+01 4.604405e+03 1.919895e+01 1.976675e+02
#> milengi        1.031062e+03 1.977765e+03 2.827597e+01 2.814198e+01 3.221911e+02
#> mitete         7.434350e-03 4.215486e+00 1.891538e-04 9.434695e-04 1.075553e-02
#> mkushi         2.094362e+02 1.870481e+03 1.340422e+01 3.367740e+02 3.031275e+01
#> mongu          3.349268e-02 1.948258e+01 9.204646e-04 1.171659e-02 3.203785e-02
#> monze          4.793650e-01 6.606047e+01 2.489267e-02 2.097126e+00 1.366271e-01
#> mpika          3.416683e+03 1.341121e+02 4.582950e+03 7.265546e+03 1.282548e+02
#> mpongwe        2.526956e+01 6.452854e+03 8.013093e-01 6.802633e+00 1.190348e+01
#> mporokoso      7.101930e+02 4.220434e+01 1.860555e+02 3.144079e+00 6.749766e+02
#> mpulungu       1.128946e+03 2.933204e+01 1.932485e+03 1.184142e+01 4.408162e+02
#> mufulira       1.472138e+02 1.459109e+04 4.045735e+00 9.938234e+00 8.235539e+01
#> mufumbwe       1.346438e+00 8.032642e+02 3.528573e-02 2.021648e-01 1.434440e+00
#> mulobezi       1.737120e-02 7.830473e+00 5.650151e-04 1.660534e-02 1.087306e-02
#> mumbwa         3.276678e+00 1.160174e+03 1.111225e-01 2.432623e+00 1.670024e+00
#> mungwi         2.118125e+03 2.681229e+01 2.467759e+04 1.111092e+02 2.141716e+02
#> mwandi         6.216416e-03 2.401864e+00 2.236078e-04 1.055232e-02 3.334277e-03
#> mwansabombwe   6.264935e+02 3.044139e+02 4.041069e+01 2.323762e+00 2.547899e+03
#> mwense         1.698850e+03 1.471573e+03 6.670741e+01 7.861335e+00 6.390597e+03
#> mwinilunga     6.235672e+00 2.014739e+03 1.664529e-01 1.918300e-01 1.347346e+01
#> nakonde        6.226708e+02 7.763613e+00 2.235336e+04 9.516444e+01 6.458591e+01
#> nalolo         4.367419e-03 2.539669e+00 1.203829e-04 1.706140e-03 4.215287e-03
#> namwala        3.205768e-01 7.357434e+01 1.349554e-02 6.891855e-01 1.206187e-01
#> nchelenge      1.442392e+03 5.403670e+02 1.592813e+02 5.086025e+00 4.704528e+03
#> ndola          4.592434e+02 2.314749e+04 1.490418e+01 7.326149e+01 1.614732e+02
#> ngabwe         4.848353e+00 1.362101e+03 1.607275e-01 2.060449e+00 2.253880e+00
#> nkeyema        2.015485e-01 1.085996e+02 5.798922e-03 7.604619e-02 1.578877e-01
#> nsama          3.714744e+02 1.957105e+01 2.382390e+02 2.164842e+00 3.116489e+02
#> nyimba         6.660275e+01 1.595861e+02 1.141325e+01 1.869325e+03 5.298179e+00
#> pemba          4.955363e-02 6.402576e+00 2.767732e-03 3.056274e-01 1.342584e-02
#> petauke        3.342918e+02 2.393285e+02 1.151212e+02 3.197429e+04 1.901163e+01
#> rufunsa        4.059856e+00 6.553518e+01 3.818791e-01 5.196803e+01 5.454694e-01
#> samfya         5.033971e+03 1.814497e+03 1.470088e+02 1.063015e+02 8.157994e+02
#> senanga        1.469132e-02 7.901678e+00 4.313661e-04 8.505722e-03 1.172733e-02
#> serenje        4.451820e+02 5.819579e+02 5.034449e+01 1.371449e+03 3.621255e+01
#> sesheke        5.291807e-03 2.407976e+00 1.746089e-04 6.381569e-03 3.358157e-03
#> shang'ombo     1.601180e-03 9.133109e-01 4.513328e-05 8.028310e-04 1.468398e-03
#> shibuyunji     4.203335e-01 5.590689e+01 2.003960e-02 1.066317e+00 1.232564e-01
#> shiwamg'andu   1.734921e+03 2.636770e+01 6.066859e+03 3.026280e+02 7.913358e+01
#> siavonga       2.430217e-01 1.366299e+01 1.834138e-02 3.106213e+00 4.628437e-02
#> sikongo        2.704364e-03 1.612316e+00 7.073283e-05 6.511624e-04 3.228863e-03
#> sinazongwe     8.105126e-02 9.790522e+00 4.958965e-03 7.578329e-01 2.075915e-02
#> sinda          4.927726e+01 2.928664e+01 2.411662e+01 1.418572e+04 2.585891e+00
#> sioma          3.842966e-03 2.010258e+00 1.160968e-04 2.989098e-03 2.949978e-03
#> solwezi        5.336759e+01 2.720549e+04 1.355062e+00 2.792784e+00 6.847499e+01
#> vubwi          8.008642e+00 1.622646e+00 1.275301e+01 1.659449e+04 3.305996e-01
#> zambezi        7.707587e-02 4.075033e+01 1.956282e-03 6.849757e-03 1.241333e-01
#> zimba          3.666982e-02 6.284479e+00 1.958207e-03 2.449670e-01 1.119450e-02
#>                    chirundu     chisamba     chitambo        choma      chongwe
#> chadiza        5.496363e+00 1.303011e+01 3.302002e+02 7.372125e-01 2.534558e+01
#> chama          4.831546e-01 3.001084e+00 5.931789e+02 8.987909e-02 3.767792e+00
#> chavuma        1.260301e-01 4.600964e-01 1.876011e-02 3.455659e+00 6.942261e-01
#> chembe         1.906052e+00 2.753581e+01 1.793950e+02 1.303147e+00 2.351738e+01
#> chibombo       8.799070e+02 5.450765e+03 5.220596e+01 1.322296e+03 7.822816e+03
#> chiengi        4.873679e-02 6.907289e-01 2.061562e+01 3.405168e-02 5.953037e-01
#> chikankanta    1.456199e+03 4.291129e+02 3.378167e+00 8.868534e+02 2.227831e+03
#> chilanga       1.146025e+03 1.965678e+03 1.250288e+01 9.747237e+02 6.601350e+03
#> chililabombwe  6.383507e+00 9.119190e+01 7.757375e+01 7.393610e+00 7.787219e+01
#> chilubi        1.027694e+00 1.183789e+01 9.673750e+02 3.695911e-01 1.129969e+01
#> chingola       1.896682e+01 2.650852e+02 1.594667e+02 2.437391e+01 2.286033e+02
#> chinsali       8.738973e-02 7.218764e-01 1.374612e+02 2.050571e-02 7.977736e-01
#> chipata        1.606513e+01 4.316739e+01 1.666772e+03 2.192841e+00 7.927973e+01
#> chipili        1.555481e-01 2.175543e+00 5.192556e+01 9.537018e-02 1.888682e+00
#> chirundu       7.286118e+05 4.859224e+02 5.773730e+00 5.601890e+02 2.823354e+03
#> chisamba       3.391186e+02 9.635718e+05 3.141156e+01 1.414116e+02 4.207224e+03
#> chitambo       2.171341e+01 1.692686e+02 1.103133e+06 4.882959e+00 1.971421e+02
#> choma          1.132120e+03 4.095042e+02 2.624034e+00 2.871932e+06 1.678814e+03
#> chongwe        1.598567e+03 3.413315e+03 2.968063e+01 4.703378e+02 2.307922e+06
#> gwembe         1.496427e+03 2.919768e+02 2.304978e+00 5.067659e+03 1.496063e+03
#> ikelenge       2.868415e-01 2.360399e+00 5.199024e-01 2.243381e+00 2.540696e+00
#> isoka          3.234682e-02 2.464225e-01 4.900010e+01 7.025664e-03 2.815269e-01
#> itezhi-tezhi   1.732375e+02 2.185399e+02 1.732171e+00 6.262529e+03 5.536635e+02
#> kabompo        1.365312e+00 5.546074e+00 2.060333e-01 2.749292e+01 8.122890e+00
#> kabwe          5.908964e+02 8.383715e+03 1.447541e+02 3.514237e+02 7.240035e+03
#> kafue          1.879339e+03 1.104764e+03 1.083648e+01 4.301362e+02 6.404331e+03
#> kalabo         5.208269e-01 1.100085e+00 2.003358e-02 2.433223e+01 2.085897e+00
#> kalomo         5.841307e+02 2.522396e+02 1.591588e+00 5.393140e+04 9.516027e+02
#> kalulushi      1.099733e+01 1.571403e+02 8.394452e+01 1.181309e+01 1.342266e+02
#> kalumbila      4.567510e+00 3.838538e+01 5.275819e+00 2.705760e+01 4.137322e+01
#> kanchibiya     1.936009e+00 1.792983e+01 2.891207e+03 5.116525e-01 1.898061e+01
#> kaoma          1.013890e+01 2.701063e+01 4.965733e-01 2.981977e+02 4.773074e+01
#> kapiri mposhi  5.091199e+02 7.422362e+03 3.988782e+02 2.588797e+02 6.312345e+03
#> kaputa         2.619077e-02 3.584437e-01 1.516707e+01 1.543036e-02 3.142215e-01
#> kasama         8.286261e-01 8.762693e+00 1.097537e+03 2.622794e-01 8.680721e+00
#> kasempa        4.513787e+01 2.995285e+02 1.244510e+01 2.690702e+02 3.664341e+02
#> katete         1.632604e+01 4.323032e+01 1.014915e+03 2.241415e+00 8.098477e+01
#> kawambwa       1.739728e-01 2.400398e+00 7.916054e+01 1.028652e-01 2.097181e+00
#> kazungula      1.291744e+02 6.415322e+01 4.120670e-01 1.196283e+04 2.236884e+02
#> kitwe          8.183135e+01 1.199629e+03 9.799610e+02 6.775425e+01 1.013995e+03
#> lavushimanda   4.069950e+00 3.090776e+01 6.266489e+03 8.918180e-01 3.616646e+01
#> limulunga      8.449670e-01 1.716311e+00 2.728266e-02 3.791561e+01 3.339304e+00
#> livingstone    1.691827e+02 5.482652e+01 3.480166e-01 1.391089e+04 2.217195e+02
#> luampa         1.761095e+01 3.101592e+01 3.590992e-01 7.266977e+02 6.564121e+01
#> luangwa        4.409736e+02 5.138896e+02 7.450122e+01 5.875263e+01 1.583746e+03
#> luano          1.413983e+02 8.962030e+02 2.312471e+02 3.004921e+01 1.262274e+03
#> luanshya       2.581533e+01 3.789635e+02 2.166244e+02 1.887022e+01 3.203491e+02
#> lufwanyama     1.482203e+01 1.912045e+02 4.345181e+01 2.343292e+01 1.714053e+02
#> lukulu         2.034261e+00 5.829903e+00 1.304233e-01 6.134068e+01 9.892942e+00
#> lundazi        2.141199e+00 8.749117e+00 1.103439e+03 3.232043e-01 1.321892e+01
#> lunga          8.653644e-01 9.953710e+00 6.885685e+02 3.070682e-01 9.527281e+00
#> lunte district 8.110368e-02 9.822046e-01 7.827854e+01 3.293898e-02 9.129146e-01
#> lusaka         4.733050e+04 8.661988e+04 5.846175e+02 2.420119e+04 3.416270e+05
#> luwingu        4.095576e-01 4.882563e+00 3.768511e+02 1.587250e-01 4.578653e+00
#> mafinga        4.902814e-02 3.217748e-01 6.505594e+01 9.435045e-03 3.923196e-01
#> mambwe         6.951172e+00 2.719626e+01 1.886052e+03 1.054319e+00 4.279371e+01
#> mansa          5.004063e+00 7.080995e+01 1.001953e+03 3.122947e+00 6.113748e+01
#> manyinga       1.882721e+00 1.002988e+01 5.840159e-01 2.583967e+01 1.310558e+01
#> masaiti        4.367638e+01 6.318073e+02 2.894668e+02 2.488318e+01 5.397432e+02
#> mazabuka       1.570933e+03 1.110645e+03 7.077503e+00 4.195310e+03 4.237696e+03
#> mbala          3.129962e-02 3.400933e-01 4.237040e+01 1.049065e-02 3.315478e-01
#> milengi        3.353040e+00 4.557549e+01 5.984412e+02 1.704325e+00 4.021493e+01
#> mitete         1.698288e-01 4.624254e-01 1.141034e-02 6.158754e+00 7.909510e-01
#> mkushi         2.314969e+02 2.337878e+03 2.859903e+03 6.641009e+01 2.459215e+03
#> mongu          4.421264e+00 7.425123e+00 9.623276e-02 2.306492e+02 1.564670e+01
#> monze          1.795867e+03 8.703619e+02 5.559068e+00 1.679679e+04 3.457358e+03
#> mpika          4.706348e+00 3.085707e+01 6.078132e+03 9.164158e-01 3.820704e+01
#> mpongwe        7.513901e+01 9.570962e+02 8.678686e+01 9.835439e+01 8.679349e+02
#> mporokoso      3.409409e-02 4.492231e-01 2.330451e+01 1.730594e-02 4.011568e-01
#> mpulungu       3.933398e-02 4.687983e-01 4.317227e+01 1.565819e-02 4.383360e-01
#> mufulira       1.146242e+01 1.680853e+02 1.984047e+02 9.793423e+00 1.420651e+02
#> mufumbwe       1.692863e+01 7.828274e+01 2.538650e+00 2.199168e+02 1.106142e+02
#> mulobezi       1.061302e+01 1.067809e+01 8.797048e-02 7.316841e+02 2.813712e+01
#> mumbwa         5.279907e+02 1.526748e+03 1.682232e+01 5.229310e+03 2.825625e+03
#> mungwi         1.172362e-01 1.119745e+00 1.796884e+02 3.240632e-02 1.158972e+00
#> mwandi         9.414319e+00 5.875216e+00 4.057065e-02 8.492433e+02 1.845447e+01
#> mwansabombwe   1.248048e-01 1.797217e+00 3.268420e+01 9.291382e-02 1.536850e+00
#> mwense         6.348251e-01 9.164828e+00 1.305501e+02 4.690308e-01 7.827475e+00
#> mwinilunga     3.320120e+00 2.542796e+01 3.686547e+00 2.688774e+01 2.834947e+01
#> nakonde        4.600756e-02 3.958468e-01 7.269181e+01 1.127063e-02 4.282144e-01
#> nalolo         7.869817e-01 1.108673e+00 1.304283e-02 4.964692e+01 2.486697e+00
#> namwala        4.328313e+02 4.027218e+02 2.684527e+00 1.029387e+04 1.206168e+03
#> nchelenge      2.066965e-01 2.978936e+00 6.177556e+01 1.587601e-01 2.545997e+00
#> ndola          9.240097e+01 1.348180e+03 1.279088e+03 6.030997e+01 1.145096e+03
#> ngabwe         6.710950e+01 6.446092e+02 2.079750e+01 1.294343e+02 6.814099e+02
#> nkeyema        1.815409e+01 4.521402e+01 6.541200e-01 4.641996e+02 8.380915e+01
#> nsama          1.562331e-02 2.035327e-01 1.225516e+01 7.770325e-03 1.826269e-01
#> nyimba         1.938593e+02 6.724745e+02 2.000507e+03 2.986882e+01 1.188002e+03
#> pemba          3.182620e+02 9.476254e+01 6.355735e-01 7.002594e+03 4.219866e+02
#> petauke        1.830159e+02 5.895784e+02 9.180795e+03 2.669138e+01 1.035391e+03
#> rufunsa        5.957384e+02 1.369909e+03 8.770999e+01 9.575028e+01 3.548989e+03
#> samfya         4.847355e+00 6.085066e+01 1.989382e+03 2.018584e+00 5.586899e+01
#> senanga        4.569325e+00 5.595927e+00 5.562112e-02 3.007261e+02 1.341469e+01
#> serenje        6.477624e+01 4.689316e+02 1.174884e+04 1.390669e+01 5.732113e+02
#> sesheke        5.278720e+00 3.828172e+00 2.864406e-02 4.640930e+02 1.122635e+01
#> shang'ombo     4.697783e-01 5.281133e-01 5.378549e-03 3.518038e+01 1.288171e+00
#> shibuyunji     3.291965e+02 6.483650e+02 4.206541e+00 6.347642e+02 1.731520e+03
#> shiwamg'andu   2.794136e-01 2.315309e+00 4.409132e+02 6.577826e-02 2.565623e+00
#> siavonga       3.169162e+03 4.149252e+02 4.295574e+00 1.360222e+03 2.359178e+03
#> sikongo        2.326055e-01 4.001405e-01 6.018979e-03 1.321713e+01 8.217505e-01
#> sinazongwe     7.689016e+02 1.586712e+02 1.160499e+00 2.239748e+04 7.679456e+02
#> sinda          3.413591e+01 8.691493e+01 1.220337e+03 4.685327e+00 1.674340e+02
#> sioma          2.132907e+00 1.916641e+00 1.642477e-02 1.758211e+02 5.131035e+00
#> solwezi        2.549756e+01 2.686753e+02 5.133944e+01 8.207989e+01 2.632487e+02
#> vubwi          1.511060e+00 3.449516e+00 1.053242e+02 2.009209e-01 6.759176e+00
#> zambezi        7.788027e-01 2.737360e+00 9.478867e-02 2.090479e+01 4.220810e+00
#> zimba          2.576669e+02 6.776639e+01 4.487581e-01 1.673218e+04 2.984235e+02
#>                      gwembe     ikelenge        isoka itezhi-tezhi      kabompo
#> chadiza        1.287898e+00 1.222780e-03 1.092797e+01 1.264132e-01 2.230620e-03
#> chama          1.185844e-01 7.565811e-03 1.238229e+04 3.447610e-02 3.228704e-03
#> chavuma        3.364283e-01 2.018981e+02 1.242947e-04 1.929974e+01 1.909815e+03
#> chembe         8.217616e-01 1.409814e+00 2.893263e+00 1.517430e+00 5.852745e-01
#> chibombo       7.050362e+02 1.437724e+00 7.638024e-02 8.407166e+02 1.182985e+01
#> chiengi        2.030878e-02 1.459666e+00 5.790784e+01 5.153684e-02 9.612817e-02
#> chikankanta    1.216660e+03 2.453207e-02 4.293113e-03 9.833628e+01 3.516176e-01
#> chilanga       8.184082e+02 1.292366e-01 1.604516e-02 2.410904e+02 1.427674e+00
#> chililabombwe  3.615233e+00 6.403416e+00 5.303568e-01 1.129804e+01 4.672680e+00
#> chilubi        3.260316e-01 2.330881e-01 1.929835e+02 2.807187e-01 7.218972e-02
#> chingola       1.135127e+01 1.907959e+01 9.728704e-01 3.909045e+01 1.600173e+01
#> chinsali       2.315200e-02 7.465654e-03 1.100135e+04 1.090881e-02 1.993512e-03
#> chipata        3.745909e+00 5.475208e-03 9.379013e+01 4.084150e-01 8.509690e-03
#> chipili        6.222613e-02 5.382924e-01 1.199382e+01 1.175201e-01 8.864729e-02
#> chirundu       9.966331e+02 1.567019e-02 7.628879e-03 5.266226e+01 1.963157e-01
#> chisamba       1.357103e+02 8.999168e-02 4.055965e-02 4.636315e+01 5.565361e-01
#> chitambo       5.773219e+00 1.068134e-01 4.346081e+01 1.980250e+00 1.114120e-01
#> choma          6.820953e+03 2.476814e-01 3.348686e-03 3.847382e+03 7.989173e+00
#> chongwe        5.641504e+02 7.858695e-02 3.759364e-02 9.529473e+01 6.613007e-01
#> gwembe         9.301014e+05 3.234298e-02 2.947232e-03 2.816806e+02 6.818520e-01
#> ikelenge       3.943005e-01 5.215675e+05 1.064480e-02 1.139991e+01 6.934118e+02
#> isoka          8.322711e-03 2.465702e-03 1.261661e+06 3.484115e-03 6.135056e-04
#> itezhi-tezhi   6.171333e+02 2.048690e+00 2.703112e-03 1.227843e+06 7.578457e+01
#> kabompo        3.158252e+00 2.634514e+02 1.006293e-03 1.602195e+02 6.352666e+05
#> kabwe          2.744297e+02 6.819134e-01 2.028387e-01 1.720770e+02 3.395650e+00
#> kafue          6.059228e+02 3.077028e-02 1.385738e-02 6.232911e+01 3.158906e-01
#> kalabo         1.900256e+00 2.388261e+01 6.821653e-05 1.076480e+02 1.297289e+03
#> kalomo         3.496312e+03 3.996070e-01 2.072127e-03 7.118842e+03 1.641129e+01
#> kalulushi      6.098510e+00 3.494990e+00 3.722023e-01 1.585256e+01 3.868210e+00
#> kalumbila      5.668709e+00 1.236895e+03 4.459834e-02 1.146898e+02 1.020415e+03
#> kanchibiya     5.417239e-01 8.489821e-02 4.350955e+02 2.813959e-01 3.826333e-02
#> kaoma          2.933666e+01 6.020971e+01 1.425908e-03 1.689323e+03 4.455969e+03
#> kapiri mposhi  2.108589e+02 1.030047e+00 5.789741e-01 1.354187e+02 3.766881e+00
#> kaputa         1.011058e-02 3.586707e-01 6.970931e+01 2.045562e-02 2.792863e-02
#> kasama         2.473205e-01 2.300031e-01 3.737253e+03 1.873401e-01 5.353901e-02
#> kasempa        6.008892e+01 6.176011e+01 3.983057e-02 9.238347e+02 3.965788e+02
#> katete         3.801695e+00 4.098945e-03 1.676832e+01 4.129273e-01 7.653657e-03
#> kawambwa       6.793240e-02 1.015200e+00 6.640136e+01 1.289770e-01 1.219448e-01
#> kazungula      7.834463e+02 4.379023e-01 5.587295e-04 5.126161e+03 2.593378e+01
#> kitwe          3.999768e+01 1.239644e+01 3.882396e+00 7.544549e+01 1.374224e+01
#> lavushimanda   1.066458e+00 3.082482e-02 5.312481e+01 3.697965e-01 2.506856e-02
#> limulunga      3.039028e+00 9.603686e+00 7.839677e-05 1.740956e+02 8.008412e+02
#> livingstone    1.129053e+03 1.717465e-01 4.467037e-04 2.348354e+03 1.017407e+01
#> luampa         6.224094e+01 8.284909e+00 7.499971e-04 3.628690e+03 5.536825e+02
#> luangwa        1.030086e+02 1.026441e-02 1.252958e-01 7.887548e+00 5.834969e-02
#> luano          3.796701e+01 4.138150e-02 2.960369e-01 8.358692e+00 1.437119e-01
#> luanshya       1.202428e+01 1.447307e+00 6.195109e-01 1.796153e+01 2.116534e+00
#> lufwanyama     1.002657e+01 7.477960e+00 1.768578e-01 3.906974e+01 1.109728e+01
#> lukulu         5.875449e+00 6.234260e+01 4.555897e-04 3.414526e+02 5.483551e+03
#> lundazi        5.004166e-01 4.681761e-03 1.886817e+03 8.361752e-02 3.606506e-03
#> lunga          2.746580e-01 1.017054e-01 2.998046e+01 2.196163e-01 4.286872e-02
#> lunte district 2.679341e-02 1.029025e-01 2.907590e+02 3.048361e-02 1.591891e-02
#> lusaka         2.436507e+04 3.420588e+00 7.428826e-01 5.377871e+03 3.381032e+01
#> luwingu        1.334815e-01 2.162445e-01 2.633796e+02 1.341951e-01 4.870870e-02
#> mafinga        1.213033e-02 1.656976e-03 2.422078e+04 3.958833e-03 5.054733e-04
#> mambwe         1.628346e+00 5.910735e-03 5.228839e+01 2.546230e-01 7.565992e-03
#> mansa          2.043668e+00 6.504615e+00 4.621453e+01 3.625524e+00 1.802600e+00
#> manyinga       3.558434e+00 1.022736e+03 3.685968e-03 1.451646e+02 9.474431e+03
#> masaiti        1.824000e+01 6.998018e-01 5.956704e-01 1.841192e+01 1.303533e+00
#> mazabuka       2.688339e+03 1.669307e-01 9.066282e-03 7.494141e+02 2.718496e+00
#> mbala          9.475405e-03 3.361761e-02 3.243238e+03 8.573168e-03 4.305785e-03
#> milengi        1.262376e+00 7.120536e-01 7.226961e+00 1.551559e+00 3.651470e-01
#> mitete         5.345262e-01 2.689827e+01 4.851052e-05 3.160808e+01 1.107773e+03
#> mkushi         6.992825e+01 4.527855e-01 3.804765e+00 2.786895e+01 9.748528e-01
#> mongu          1.743098e+01 1.557031e+01 2.360029e-04 9.313807e+02 1.362774e+03
#> monze          6.414757e+03 2.342722e-01 7.109402e-03 1.947455e+03 5.083528e+00
#> mpika          1.176557e+00 4.226617e-02 1.666281e+03 3.509499e-01 2.607052e-02
#> mpongwe        4.819091e+01 4.017960e+00 2.080437e-01 1.188797e+02 1.117447e+01
#> mporokoso      1.238219e-02 1.506439e-01 6.831168e+01 1.971244e-02 1.692426e-02
#> mpulungu       1.280008e-02 8.917997e-02 1.019489e+03 1.493449e-02 1.002913e-02
#> mufulira       5.635031e+00 3.279951e+00 1.034894e+00 1.172749e+01 2.852717e+00
#> mufumbwe       3.237967e+01 1.554408e+02 9.016956e-03 1.159036e+03 2.926396e+03
#> mulobezi       5.041318e+01 8.821177e-01 1.484940e-04 1.782564e+03 6.515626e+01
#> mumbwa         1.018827e+03 1.056173e+01 2.928160e-02 1.299608e+04 1.890573e+02
#> mungwi         3.300156e-02 2.834675e-02 1.010602e+04 2.097054e-02 5.776371e-03
#> mwandi         5.504898e+01 2.195091e-01 5.993292e-05 7.977071e+02 1.711630e+01
#> mwansabombwe   5.424448e-02 1.637141e+00 1.251776e+01 1.372842e-01 1.780179e-01
#> mwense         2.771633e-01 4.113557e+00 1.885028e+01 6.598250e-01 6.360267e-01
#> mwinilunga     4.723310e+00 2.190834e+04 4.418326e-02 1.344152e+02 5.358076e+03
#> nakonde        1.233866e-02 8.692284e-03 4.087992e+04 6.568984e-03 1.661312e-03
#> nalolo         3.473774e+00 2.867788e+00 3.088049e-05 1.599631e+02 2.319108e+02
#> namwala        1.474370e+03 5.432618e-01 3.702250e-03 5.744730e+03 1.441271e+01
#> nchelenge      9.050459e-02 5.550754e+00 5.567270e+01 2.491139e-01 4.366618e-01
#> ndola          4.049235e+01 5.173722e+00 3.864284e+00 5.460782e+01 6.653388e+00
#> ngabwe         5.431794e+01 1.878123e+00 4.204262e-02 1.663241e+02 9.235419e+00
#> nkeyema        5.036811e+01 1.131768e+01 1.493793e-03 2.705201e+03 5.098480e+02
#> nsama          5.594262e-03 1.023747e-01 1.119091e+02 9.000393e-03 9.190792e-03
#> nyimba         4.577454e+01 3.875097e-02 3.893724e+00 6.364521e+00 1.054103e-01
#> pemba          1.938817e+03 2.713971e-02 8.050327e-04 3.335481e+02 7.230034e-01
#> petauke        4.267487e+01 5.297970e-02 4.439443e+01 5.537666e+00 1.079009e-01
#> rufunsa        1.445665e+02 2.760381e-02 1.197920e-01 1.712336e+01 1.533597e-01
#> samfya         1.658856e+00 7.129149e-01 3.760193e+01 1.606906e+00 3.350250e-01
#> senanga        2.085772e+01 3.161242e+00 1.115613e-04 8.835861e+02 2.777214e+02
#> serenje        1.702950e+01 1.273477e-01 1.522304e+01 4.974522e+00 1.924878e-01
#> sesheke        3.001313e+01 5.112873e-01 4.607902e-05 6.035274e+02 4.449457e+01
#> shang'ombo     2.329618e+00 1.046327e+00 1.161148e-05 8.481154e+01 8.052888e+01
#> shibuyunji     3.591078e+02 1.079426e-01 5.593353e-03 2.244563e+02 1.350940e+00
#> shiwamg'andu   7.439101e-02 1.366931e-02 1.686227e+03 3.362137e-02 4.875017e-03
#> siavonga       2.604696e+03 1.954494e-02 5.648452e-03 9.982987e+01 3.022800e-01
#> sikongo        9.551833e-01 5.447844e+00 1.807531e-05 4.891165e+01 3.005629e+02
#> sinazongwe     5.015646e+03 5.259878e-02 1.478189e-03 8.509698e+02 1.786628e+00
#> sinda          7.947236e+00 6.498929e-03 1.025963e+01 8.422765e-01 1.402666e-02
#> sioma          1.142111e+01 1.035588e+00 3.017874e-05 3.200456e+02 8.958351e+01
#> solwezi        2.382150e+01 3.747325e+02 3.481161e-01 2.396830e+02 3.729109e+02
#> vubwi          3.558600e-01 3.564061e-04 7.522527e+00 3.354513e-02 6.032619e-04
#> zambezi        2.073829e+00 3.778731e+02 5.044952e-04 1.180162e+02 1.065338e+04
#> zimba          1.728424e+03 6.912728e-02 5.684429e-04 1.217842e+03 3.187009e+00
#>                       kabwe        kafue       kalabo       kalomo    kalulushi
#> chadiza        2.602048e+01 1.155730e+01 2.715881e-04 3.016650e-01 5.092024e+00
#> chama          9.128821e+00 1.352889e+00 2.200397e-04 4.112687e-02 1.207613e+01
#> chavuma        1.885156e+00 3.176987e-01 2.923477e+03 6.338780e+00 3.179297e+00
#> chembe         1.385287e+02 7.047806e+00 3.389872e-02 8.075878e-01 1.404592e+03
#> chibombo       1.661680e+04 2.938412e+03 2.103002e+00 7.655669e+02 8.539750e+02
#> chiengi        3.427765e+00 1.787012e-01 4.670072e-03 2.248361e-02 4.226049e+01
#> chikankanta    5.632738e+02 2.133761e+03 1.217459e-01 3.657493e+02 1.434317e+01
#> chilanga       3.026805e+03 3.430184e+03 3.608076e-01 4.597553e+02 8.402228e+01
#> chililabombwe  5.016305e+02 2.376958e+01 2.859578e-01 5.077377e+00 8.562718e+03
#> chilubi        4.898546e+01 3.520885e+00 4.205704e-03 1.996506e-01 2.092645e+02
#> chingola       1.469048e+03 7.036842e+01 9.966503e-01 1.706955e+01 2.357998e+04
#> chinsali       2.523807e+00 2.677960e-01 1.180240e-04 1.003889e-02 6.270778e+00
#> chipata        9.067001e+01 3.501692e+01 9.615826e-04 9.044077e-01 2.206451e+01
#> chipili        1.057462e+01 5.678765e-01 4.531544e-03 5.934331e-02 1.085531e+02
#> chirundu       5.733266e+02 3.081356e+03 6.510216e-02 2.245031e+02 1.339989e+01
#> chisamba       5.676909e+03 1.264127e+03 9.596498e-02 6.765659e+01 1.336244e+02
#> chitambo       5.281938e+02 6.681847e+01 9.417424e-03 2.300459e+00 3.846607e+02
#> choma          6.890960e+02 1.425282e+03 6.146697e+00 4.189015e+04 2.908942e+01
#> chongwe        3.977377e+03 5.945329e+03 1.476251e-01 2.070777e+02 9.260145e+01
#> gwembe         3.997994e+02 1.491675e+03 3.566436e-01 2.017636e+03 1.115727e+01
#> ikelenge       1.211121e+01 9.234976e-01 5.464511e+01 2.811338e+00 7.795203e+01
#> isoka          8.344730e-01 9.633603e-02 3.615450e-05 3.376754e-03 1.922931e+00
#> itezhi-tezhi   5.492321e+02 3.361786e+02 4.426395e+01 9.000446e+03 6.354124e+01
#> kabompo        2.291346e+01 3.602056e+00 1.127757e+03 4.386638e+01 3.277938e+01
#> kabwe          2.655662e+06 2.204410e+03 4.864500e-01 1.829705e+02 1.085824e+03
#> kafue          1.304507e+03 1.252437e+06 8.450715e-02 1.805244e+02 3.043897e+01
#> kalabo         3.775957e+00 1.108481e+00 1.024251e+06 5.217915e+01 2.586947e+00
#> kalomo         4.619122e+02 7.701236e+02 1.697019e+01 2.911998e+06 2.478397e+01
#> kalulushi      8.646420e+02 4.095934e+01 2.653845e-01 7.817526e+00 1.600478e+06
#> kalumbila      1.952582e+02 1.491747e+01 4.996133e+01 2.947576e+01 9.194855e+02
#> kanchibiya     6.465568e+01 6.199921e+00 2.499763e-03 2.549948e-01 1.390241e+02
#> kaoma          9.561090e+01 2.374671e+01 1.958039e+03 5.176591e+02 5.651655e+01
#> kapiri mposhi  3.433705e+04 1.891999e+03 4.641266e-01 1.349524e+02 2.412874e+03
#> kaputa         1.717864e+00 9.478889e-02 1.359369e-03 9.732340e-03 1.822690e+01
#> kasama         3.476163e+01 2.755356e+00 2.997919e-03 1.385126e-01 1.404991e+02
#> kasempa        1.365351e+03 1.407289e+02 3.519473e+01 2.650857e+02 1.579444e+03
#> katete         8.808645e+01 3.585326e+01 9.215916e-04 9.255366e-01 1.717412e+01
#> kawambwa       1.154378e+01 6.318173e-01 6.068108e-03 6.407131e-02 1.181177e+02
#> kazungula      1.284751e+02 1.743808e+02 5.118614e+01 3.079419e+04 9.594604e+00
#> kitwe          6.394117e+03 3.054132e+02 9.790940e-01 4.218071e+01 5.112344e+04
#> lavushimanda   9.757319e+01 1.234803e+01 1.972441e-03 4.200668e-01 9.312752e+01
#> limulunga      5.718708e+00 1.791863e+00 4.618402e+03 7.882035e+01 3.098359e+00
#> livingstone    9.721629e+01 1.927561e+02 2.417069e+01 2.909552e+04 5.396371e+00
#> luampa         9.419122e+01 3.652631e+01 5.256480e+02 1.373709e+03 2.735565e+01
#> luangwa        6.913470e+02 8.634583e+02 1.179795e-02 2.384067e+01 2.634583e+01
#> luano          1.890097e+03 4.396017e+02 1.974667e-02 1.349620e+01 1.355780e+02
#> luanshya       1.987256e+03 9.625678e+01 1.674821e-01 1.126372e+01 5.947393e+03
#> lufwanyama     1.060816e+03 5.418639e+01 7.798443e-01 1.681746e+01 6.993944e+03
#> lukulu         2.151400e+01 4.829955e+00 3.055431e+03 1.106608e+02 1.735563e+01
#> lundazi        2.216074e+01 5.259114e+00 3.060689e-04 1.385090e-01 1.312953e+01
#> lunga          4.075276e+01 2.968659e+00 2.661814e-03 1.639945e-01 1.441986e+02
#> lunte district 4.264904e+00 2.816673e-01 8.251415e-04 1.864728e-02 2.736388e+01
#> lusaka         1.166480e+05 1.608518e+05 8.131716e+00 1.100779e+04 2.885441e+03
#> luwingu        2.082423e+01 1.416925e+00 2.668522e-03 8.798370e-02 1.125538e+02
#> mafinga        1.017278e+00 1.390958e-01 3.163790e-05 4.377884e-03 1.753112e+00
#> mambwe         6.455061e+01 1.716751e+01 7.553876e-04 4.503090e-01 2.262395e+01
#> mansa          3.471052e+02 1.835472e+01 9.835486e-02 1.920404e+00 3.372988e+03
#> manyinga       4.499452e+01 5.386573e+00 4.728336e+02 3.661518e+01 1.002691e+02
#> masaiti        3.096744e+03 1.617411e+02 1.167536e-01 1.389142e+01 2.706404e+03
#> mazabuka       1.803980e+03 3.038846e+03 9.476787e-01 1.952905e+03 5.965590e+01
#> mbala          1.390572e+00 1.046644e-01 2.204611e-04 5.699622e-03 7.422917e+00
#> milengi        2.118424e+02 1.214076e+01 2.274947e-02 9.806277e-01 1.206720e+03
#> mitete         1.717679e+00 3.921854e-01 6.711997e+03 1.217953e+01 1.678722e+00
#> mkushi         7.518552e+03 7.826999e+02 1.026449e-01 3.213356e+01 1.826906e+03
#> mongu          2.316025e+01 8.837554e+00 8.172857e+03 5.018691e+02 9.294112e+00
#> monze          1.440681e+03 2.738163e+03 2.367997e+00 7.629654e+03 5.319869e+01
#> mpika          9.359847e+01 1.352516e+01 1.938922e-03 4.218736e-01 9.936871e+01
#> mpongwe        5.276184e+03 2.749127e+02 1.031661e+00 6.443831e+01 5.232603e+03
#> mporokoso      2.079503e+00 1.217931e-01 8.418999e-04 1.042028e-02 1.833144e+01
#> mpulungu       2.026977e+00 1.357020e-01 5.030130e-04 8.898798e-03 1.367860e+01
#> mufulira       8.954545e+02 4.277815e+01 1.893674e-01 6.209708e+00 1.035698e+04
#> mufumbwe       3.258014e+02 4.717104e+01 2.683802e+02 2.858432e+02 3.485003e+02
#> mulobezi       2.726604e+01 1.821219e+01 1.555090e+02 1.707464e+03 4.498129e+00
#> mumbwa         4.752129e+03 1.358013e+03 4.536994e+01 4.874828e+03 7.558798e+02
#> mungwi         4.230212e+00 3.763615e-01 3.199958e-04 1.661448e-02 1.500522e+01
#> mwandi         1.307167e+01 1.355533e+01 7.194332e+01 2.192104e+03 1.464205e+00
#> mwansabombwe   9.071220e+00 4.606543e-01 8.747852e-03 6.127524e-02 1.153428e+02
#> mwense         4.635072e+01 2.345868e+00 3.204618e-02 3.054302e-01 5.766472e+02
#> mwinilunga     1.273066e+02 1.051337e+01 3.001568e+02 3.317844e+01 6.224628e+02
#> nakonde        1.427015e+00 1.424461e-01 9.203960e-05 5.614248e-03 4.408184e+00
#> nalolo         3.315348e+00 1.473457e+00 4.407708e+03 1.164035e+02 1.213280e+00
#> namwala        8.502393e+02 7.946661e+02 6.971236e+00 8.443340e+03 5.358797e+01
#> nchelenge      1.507654e+01 7.630997e-01 2.122099e-02 1.065627e-01 1.982649e+02
#> ndola          6.842928e+03 3.432081e+02 5.129891e-01 3.534330e+01 2.182405e+04
#> ngabwe         3.141562e+03 2.335247e+02 1.065113e+00 8.844038e+01 1.015037e+03
#> nkeyema        1.510105e+02 4.237373e+01 1.819614e+02 7.180676e+02 5.622694e+01
#> nsama          9.367847e-01 5.556338e-02 4.508376e-04 4.687328e-03 8.341662e+00
#> nyimba         1.339658e+03 4.868056e+02 1.398975e-02 1.268651e+01 1.552392e+02
#> pemba          1.472358e+02 3.777274e+02 4.576572e-01 2.781052e+03 5.157664e+00
#> petauke        1.236827e+03 4.348640e+02 1.299071e-02 1.122238e+01 2.237330e+02
#> rufunsa        1.869702e+03 1.561727e+03 2.854173e-02 4.035970e+01 6.471844e+01
#> samfya         2.642531e+02 1.710610e+01 2.092811e-02 1.113996e+00 1.130076e+03
#> senanga        1.569252e+01 8.246476e+00 1.752387e+03 7.064310e+02 4.085851e+00
#> serenje        1.348154e+03 1.971688e+02 1.862218e-02 6.426738e+00 5.290645e+02
#> sesheke        9.119696e+00 7.930260e+00 3.698763e+02 1.194383e+03 1.369868e+00
#> shang'ombo     1.483704e+00 8.109862e-01 2.274122e+03 8.729390e+01 4.474959e-01
#> shibuyunji     1.251621e+03 8.948998e+02 3.499421e-01 3.329614e+02 4.643553e+01
#> shiwamg'andu   8.004928e+00 8.601776e-01 3.066328e-04 3.204896e-02 1.695655e+01
#> siavonga       5.098686e+02 2.559462e+03 1.210855e-01 5.403635e+02 1.230308e+01
#> sikongo        1.293833e+00 4.617439e-01 1.439683e+04 3.026380e+01 7.061909e-01
#> sinazongwe     2.343407e+02 7.478513e+02 1.720076e+00 1.399863e+04 7.875554e+00
#> sinda          1.712619e+02 7.478641e+01 1.786544e-03 1.932852e+00 2.744071e+01
#> sioma          4.963898e+00 3.426828e+00 1.452196e+03 4.467362e+02 1.058815e+00
#> solwezi        1.438930e+03 8.868897e+01 2.073053e+01 7.329090e+01 8.976264e+03
#> vubwi          6.907322e+00 3.114976e+00 7.216294e-05 8.189703e-02 1.459626e+00
#> zambezi        1.097812e+01 1.950565e+00 7.767328e+03 3.748833e+01 1.531917e+01
#> zimba          1.102488e+02 2.735302e+02 4.764133e+00 2.323807e+04 4.738160e+00
#>                   kalumbila   kanchibiya        kaoma kapiri mposhi
#> chadiza        3.569412e-02 8.271046e+01 8.992288e-03  4.450759e+01
#> chama          1.101601e-01 3.019056e+03 6.653649e-03  1.980095e+01
#> chavuma        1.353146e+02 6.947747e-03 7.442529e+02  1.644114e+00
#> chembe         2.251383e+01 1.637213e+02 8.546123e-01  2.892186e+02
#> chibombo       5.615306e+01 6.239842e+00 6.762096e+01  1.016413e+04
#> chiengi        4.462057e+00 1.417431e+02 6.972504e-02  7.236842e+00
#> chikankanta    9.208219e-01 2.935306e-01 3.057125e+00  3.468713e+02
#> chilanga       4.974035e+00 1.202778e+00 1.041753e+01  1.781952e+03
#> chililabombwe  1.516398e+02 3.525384e+01 7.421273e+00  8.806245e+02
#> chilubi        2.881840e+00 6.305302e+03 1.102167e-01  1.109750e+02
#> chingola       4.905017e+02 6.611015e+01 2.614398e+01  2.463301e+03
#> chinsali       8.017797e-02 1.404303e+03 3.213547e-03  5.673374e+00
#> chipata        1.507632e-01 5.510673e+02 3.198237e-02  1.611504e+02
#> chipili        4.123874e+00 2.010555e+02 9.378321e-02  2.268134e+01
#> chirundu       6.029612e-01 4.705915e-01 1.651829e+00  3.869425e+02
#> chisamba       3.536391e+00 3.041567e+00 3.071098e+00  3.936889e+03
#> chitambo       2.619216e+00 2.642941e+03 3.042491e-01  1.140088e+03
#> choma          7.218667e+00 2.513447e-01 9.818303e+01  3.976329e+02
#> chongwe        3.092392e+00 2.612234e+00 4.402889e+00  2.716329e+03
#> gwembe         1.123607e+00 1.977129e-01 7.176377e+00  2.406238e+02
#> ikelenge       2.988892e+03 3.777485e-01 1.795595e+02  1.433016e+01
#> isoka          2.496315e-02 4.484273e+02 9.850006e-04  1.865762e+00
#> itezhi-tezhi   4.980549e+01 2.250074e-01 9.053767e+02  3.385691e+02
#> kabompo        9.368363e+02 6.468393e-02 5.048861e+03  1.991064e+01
#> kabwe          2.656614e+01 1.619767e+01 1.605428e+01  2.689668e+04
#> kafue          1.201070e+00 9.191493e-01 2.359614e+00  8.770220e+02
#> kalabo         5.276450e+01 4.861088e-03 2.552076e+03  2.822025e+00
#> kalomo         1.012424e+01 1.612708e-01 2.194350e+02  2.668668e+02
#> kalulushi      9.961871e+01 2.773402e+01 7.556768e+00  1.505037e+03
#> kalumbila      9.105450e+05 2.438301e+00 6.547405e+02  2.230655e+02
#> kanchibiya     1.324221e+00 1.083145e+06 7.272457e-02  1.457730e+02
#> kaoma          5.305237e+02 1.085034e-01 1.198872e+06  7.207618e+01
#> kapiri mposhi  3.874503e+01 4.662161e+01 1.545040e+01  3.078965e+06
#> kaputa         1.323793e+00 1.233449e+02 2.244165e-02  3.714192e+00
#> kasama         2.272616e+00 1.334032e+04 7.571895e-02  7.892062e+01
#> kasempa        2.244043e+03 3.025107e+00 1.049535e+03  1.271924e+03
#> katete         1.213988e-01 1.987897e+02 3.055827e-02  1.520567e+02
#> kawambwa       5.803236e+00 4.639084e+02 1.156348e-01  2.491978e+01
#> kazungula      8.272717e+00 4.503628e-02 3.783068e+02  7.510470e+01
#> kitwe          3.452663e+02 3.008322e+02 2.877883e+01  1.225343e+04
#> lavushimanda   6.667212e-01 2.723810e+03 6.260042e-02  2.123822e+02
#> limulunga      4.123423e+01 5.912582e-03 3.544206e+03  4.164219e+00
#> livingstone    3.401264e+00 3.421183e-02 1.486854e+02  5.610834e+01
#> luampa         1.062162e+02 6.122078e-02 8.082154e+03  6.401625e+01
#> luangwa        3.963566e-01 5.745596e+00 3.567634e-01  7.524170e+02
#> luano          1.508450e+00 1.906789e+01 6.507134e-01  2.917323e+03
#> luanshya       4.434992e+01 5.054515e+01 5.183359e+00  3.915164e+03
#> lufwanyama     2.456735e+02 1.315437e+01 2.218285e+01  1.549704e+03
#> lukulu         2.938757e+02 3.261331e-02 1.301223e+04  1.685835e+01
#> lundazi        9.417869e-02 1.685598e+03 9.991004e-03  4.442713e+01
#> lunga          1.555831e+00 1.930113e+03 7.384730e-02  9.243265e+01
#> lunte district 7.342499e-01 7.900374e+02 1.814225e-02  9.581447e+00
#> lusaka         1.333112e+02 5.408322e+01 2.378472e+02  7.159407e+04
#> luwingu        2.108191e+00 3.139648e+03 6.473440e-02  4.697068e+01
#> mafinga        1.926501e-02 4.542121e+02 9.098742e-04  2.236741e+00
#> mambwe         1.527407e-01 6.009214e+02 2.509766e-02  1.234319e+02
#> mansa          7.691948e+01 1.826944e+03 2.306952e+00  7.405064e+02
#> manyinga       3.911371e+03 2.175138e-01 2.929080e+03  4.281422e+01
#> masaiti        2.281705e+01 4.972281e+01 3.767390e+00  6.632200e+03
#> mazabuka       6.036002e+00 6.808719e-01 2.406021e+01  1.046635e+03
#> mbala          2.013705e-01 5.300714e+02 4.776896e-03  3.151194e+00
#> milengi        1.271753e+01 4.891063e+02 6.231897e-01  4.667166e+02
#> mitete         4.572210e+01 3.216381e-03 1.076213e+03  1.364709e+00
#> mkushi         1.487809e+01 2.843949e+02 3.408228e+00  1.586582e+04
#> mongu          8.702432e+01 1.854866e-02 9.941464e+03  1.614417e+01
#> monze          7.878314e+00 5.338974e-01 5.191968e+01  8.329393e+02
#> mpika          7.758291e-01 1.541849e+04 6.065191e-02  2.020049e+02
#> mpongwe        1.496078e+02 1.708078e+01 3.311184e+01  6.962929e+03
#> mporokoso      8.058321e-01 1.937070e+02 1.620500e-02  4.576541e+00
#> mpulungu       4.756871e-01 4.997501e+02 1.015597e-02  4.555944e+00
#> mufulira       8.219333e+01 7.585806e+01 5.323712e+00  1.722115e+03
#> mufumbwe       2.911905e+03 6.549280e-01 6.869300e+03  2.801172e+02
#> mulobezi       1.135021e+01 1.238856e-02 9.328425e+02  1.709802e+01
#> mumbwa         3.400710e+02 2.443895e+00 1.398411e+03  3.165713e+03
#> mungwi         2.499682e-01 2.199173e+03 8.041150e-03  9.595207e+00
#> mwandi         2.791923e+00 4.969770e-03 2.366509e+02  7.839653e+00
#> mwansabombwe   8.502809e+00 1.335516e+02 1.540800e-01  1.887545e+01
#> mwense         2.995788e+01 3.767033e+02 6.279649e-01  9.626539e+01
#> mwinilunga     3.108094e+04 2.031997e+00 1.730630e+03  1.427889e+02
#> nakonde        7.225552e-02 7.989658e+02 2.331403e-03  3.224032e+00
#> nalolo         1.234709e+01 2.439343e-03 1.313061e+03  2.262124e+00
#> namwala        1.640795e+01 2.989861e-01 1.537103e+02  4.982887e+02
#> nchelenge      2.056238e+01 3.164715e+02 3.323839e-01  3.128904e+01
#> ndola          1.500331e+02 3.149287e+02 1.575807e+01  1.414279e+04
#> ngabwe         7.395094e+01 3.494436e+00 3.529805e+01  2.924059e+03
#> nkeyema        1.924554e+02 1.203815e-01 5.444019e+03  1.081248e+02
#> nsama          4.388530e-01 1.187591e+02 8.103891e-03  2.065910e+00
#> nyimba         1.313839e+00 1.610907e+02 4.611142e-01  2.181363e+03
#> pemba          8.640691e-01 5.819525e-02 8.275092e+00  8.563121e+01
#> petauke        1.634131e+00 1.081758e+03 4.311755e-01  2.151363e+03
#> rufunsa        1.069120e+00 6.916516e+00 8.880706e-01  1.965323e+03
#> samfya         1.185622e+01 2.545878e+03 5.793403e-01  5.948246e+02
#> senanga        2.337525e+01 9.130783e-03 2.856559e+03  1.030840e+01
#> serenje        3.646051e+00 9.160666e+02 6.151765e-01  2.786030e+03
#> sesheke        4.546456e+00 3.846366e-03 5.129737e+02  5.598768e+00
#> shang'ombo     4.173287e+00 9.340725e-04 4.546263e+02  9.809422e-01
#> shibuyunji     4.056811e+00 4.385850e-01 1.010174e+01  7.219465e+02
#> shiwamg'andu   1.806221e-01 4.291179e+03 8.750810e-03  1.794168e+01
#> siavonga       7.305024e-01 3.526616e-01 2.804548e+00  3.282281e+02
#> sikongo        1.242511e+01 1.335007e-03 7.866494e+02  9.292742e-01
#> sinazongwe     1.545123e+00 1.012244e-01 2.293508e+01  1.373979e+02
#> sinda          2.025950e-01 1.743291e+02 5.897811e-02  2.865244e+02
#> sioma          6.134022e+00 2.496320e-03 7.525952e+02  3.153939e+00
#> solwezi        1.213107e+04 2.145976e+01 4.402305e+02  1.829096e+03
#> vubwi          1.007614e-02 3.487564e+01 2.391479e-03  1.189540e+01
#> zambezi        5.309065e+02 3.098713e-02 4.553417e+03  9.331569e+00
#> zimba          1.694638e+00 4.141952e-02 4.475912e+01  6.369201e+01
#>                      kaputa       kasama      kasempa       katete     kawambwa
#> chadiza        2.885059e-01 3.574496e+01 2.180736e-01 1.450708e+04 1.302986e+00
#> chama          6.224768e+01 7.222833e+03 2.410870e-01 6.340951e+02 1.249453e+02
#> chavuma        1.012436e-02 1.093833e-02 4.959856e+01 1.894965e-03 4.207223e-02
#> chembe         3.424603e+01 2.327593e+02 3.018790e+01 8.626267e+00 2.646716e+02
#> chibombo       2.405470e-01 3.378949e+00 8.436617e+02 1.481397e+01 1.862432e+00
#> chiengi        3.098415e+04 2.131759e+03 1.651459e+00 1.401780e+00 1.067134e+04
#> chikankanta    5.374444e-03 1.251037e-01 1.540548e+01 2.919156e+00 4.178548e-02
#> chilanga       2.855416e-02 5.564630e-01 7.976581e+01 6.598361e+00 2.224163e-01
#> chililabombwe  7.954145e+00 4.096709e+01 2.621625e+02 4.753850e+00 5.786084e+01
#> chilubi        3.682705e+02 1.444023e+04 4.016781e+00 7.067120e+01 1.930876e+03
#> chingola       1.470905e+01 7.443314e+01 9.268822e+02 1.037422e+01 1.060740e+02
#> chinsali       1.406230e+02 1.085486e+04 1.185490e-01 5.472228e+01 2.095613e+02
#> chipata        1.990797e+00 2.589446e+02 8.310076e-01 4.862571e+04 8.385503e+00
#> chipili        4.461729e+02 1.044858e+03 2.911686e+00 2.812224e+00 3.458547e+03
#> chirundu       6.473681e-03 1.872537e-01 9.715868e+00 6.934602e+00 4.983271e-02
#> chisamba       6.183133e-02 1.381955e+00 4.499491e+01 1.281486e+01 4.798451e-01
#> chitambo       1.409861e+01 9.327444e+02 1.007420e+01 1.621220e+03 8.527341e+01
#> choma          7.707918e-03 1.197826e-01 1.170480e+02 1.924070e+00 5.954699e-02
#> chongwe        4.397485e-02 1.110690e+00 4.465826e+01 1.947643e+01 3.401218e-01
#> gwembe         3.752316e-03 8.391744e-02 1.942027e+01 2.424590e+00 2.921665e-02
#> ikelenge       1.622806e+00 9.514220e-01 2.433416e+02 3.186988e-02 5.322951e+00
#> isoka          7.305747e+01 3.580925e+03 3.635197e-02 3.019959e+01 8.064566e+01
#> itezhi-tezhi   1.663252e-02 1.392660e-01 6.541498e+02 5.769745e-01 1.215313e-01
#> kabompo        4.800976e-02 8.414321e-02 5.936727e+02 2.260927e-02 2.429256e-01
#> kabwe          4.376240e-01 8.096199e+00 3.028964e+02 3.856195e+01 3.407928e+00
#> kafue          1.428972e-02 3.797632e-01 1.847512e+01 9.288223e+00 1.103794e-01
#> kalabo         2.688058e-03 5.419880e-03 6.060608e+01 3.131678e-03 1.390544e-02
#> kalomo         6.259045e-03 8.144210e-02 1.484618e+02 1.022874e+00 4.775123e-02
#> kalulushi      3.697448e+00 2.605743e+01 2.790173e+02 5.986892e+00 2.776735e+01
#> kalumbila      2.478640e+00 3.890344e+00 3.658996e+03 3.906116e-01 1.259197e+01
#> kanchibiya     1.254260e+02 1.240228e+04 2.678827e+00 3.473745e+02 5.466746e+02
#> kaoma          3.404737e-02 1.050273e-01 1.386638e+03 7.967007e-02 2.033048e-01
#> kapiri mposhi  1.207928e+00 2.346583e+01 3.602264e+02 8.498064e+01 9.391849e+00
#> kaputa         1.118979e+06 2.177328e+03 5.910879e-01 1.181943e+00 6.203980e+03
#> kasama         2.381524e+03 3.530874e+06 2.730607e+00 1.469061e+02 5.806368e+03
#> kasempa        6.787574e-01 2.866754e+00 1.050481e+06 1.476682e+00 4.509769e+00
#> katete         6.877946e-01 7.815754e+01 7.483190e-01 1.749432e+06 3.362164e+00
#> kawambwa       5.353530e+03 4.580819e+03 3.388923e+00 4.985702e+00 1.278604e+06
#> kazungula      2.434497e-03 2.465076e-02 9.442017e+01 2.308729e-01 1.806912e-02
#> kitwe          2.757011e+01 2.544589e+02 1.060726e+03 6.875685e+01 2.122685e+02
#> lavushimanda   1.075917e+01 9.303596e+02 2.156596e+00 7.214573e+02 5.679896e+01
#> limulunga      2.219334e-03 5.885405e-03 7.576230e+01 4.728527e-03 1.255497e-02
#> livingstone    1.352871e-03 1.703965e-02 4.210114e+01 2.739469e-01 1.025271e-02
#> luampa         1.050703e-02 4.844880e-02 5.919049e+02 8.073685e-02 6.886594e-02
#> luangwa        4.144837e-02 2.034691e+00 4.665707e+00 1.608218e+02 2.954115e-01
#> luano          2.014144e-01 7.448739e+00 1.354969e+01 1.122154e+02 1.486112e+00
#> luanshya       3.090543e+00 3.632833e+01 1.843619e+02 1.795682e+01 2.400342e+01
#> lufwanyama     2.185483e+00 1.262535e+01 8.175234e+02 3.541929e+00 1.584430e+01
#> lukulu         1.539009e-02 3.577283e-02 4.022633e+02 1.838607e-02 8.452218e-02
#> lundazi        1.196395e+01 1.653654e+03 3.240132e-01 5.462872e+03 3.280322e+01
#> lunga          5.047450e+01 1.812926e+03 2.726013e+00 4.002806e+01 3.136627e+02
#> lunte district 2.111040e+03 1.536008e+04 6.048383e-01 7.667443e+00 3.942384e+03
#> lusaka         1.109965e+00 2.412459e+01 2.055683e+03 3.380316e+02 8.634475e+00
#> luwingu        9.335599e+02 2.371779e+04 2.281847e+00 3.067277e+01 3.981610e+03
#> mafinga        3.723906e+01 2.369992e+03 3.354785e-02 6.742068e+01 4.646961e+01
#> mambwe         2.088558e+00 2.514409e+02 7.265452e-01 1.136571e+04 9.435980e+00
#> mansa          7.339268e+02 4.039701e+03 7.818147e+01 4.799059e+01 5.704890e+03
#> manyinga       2.109179e-01 3.174532e-01 1.278178e+03 5.398834e-02 1.023093e+00
#> masaiti        1.849515e+00 2.972393e+01 1.229804e+02 3.006773e+01 1.439882e+01
#> mazabuka       1.788328e-02 3.191013e-01 1.036472e+02 4.233683e+00 1.391422e-01
#> mbala          2.472890e+03 1.267968e+04 1.597915e-01 7.938893e+00 1.358244e+03
#> milengi        3.752702e+01 5.051962e+02 2.291691e+01 2.843152e+01 2.888103e+02
#> mitete         2.426641e-03 4.025412e-03 3.548118e+01 1.487953e-03 1.182031e-02
#> mkushi         3.805308e+00 1.221313e+02 9.518389e+01 5.035700e+02 2.827564e+01
#> mongu          5.204515e-03 1.675009e-02 2.264955e+02 1.949968e-02 3.101132e-02
#> monze          1.497750e-02 2.520650e-01 1.356838e+02 3.631576e+00 1.162757e-01
#> mpika          7.028875e+01 9.517176e+03 2.135067e+00 3.281714e+03 2.520773e+02
#> mpongwe        1.334452e+00 1.233896e+01 1.077166e+03 1.013091e+01 1.014256e+01
#> mporokoso      4.531888e+03 3.159309e+03 4.864418e-01 1.857982e+00 5.785512e+03
#> mpulungu       6.915868e+03 1.246872e+04 3.219041e-01 5.597198e+00 3.400786e+03
#> mufulira       9.166322e+00 7.261405e+01 1.963111e+02 1.242117e+01 7.008516e+01
#> mufumbwe       2.317134e-01 6.899504e-01 7.903869e+03 3.121651e-01 1.395206e+00
#> mulobezi       1.412350e-03 8.478460e-03 7.953676e+01 2.846414e-02 9.694327e-03
#> mumbwa         1.963119e-01 1.602894e+00 5.632465e+03 4.055231e+00 1.441713e+00
#> mungwi         8.211094e+02 3.573980e+04 2.903064e-01 4.431869e+01 9.961829e+02
#> mwandi         4.128919e-04 3.047760e-03 2.186579e+01 1.826174e-02 2.922778e-03
#> mwansabombwe   1.528128e+03 9.492686e+02 4.116947e+00 1.761060e+00 7.622421e+03
#> mwense         1.029089e+03 1.653602e+03 1.832114e+01 6.520816e+00 7.071655e+03
#> mwinilunga     4.119086e+00 3.965684e+00 2.849042e+03 2.563681e-01 1.706940e+01
#> nakonde        4.082106e+02 1.031902e+04 8.460335e-02 3.100171e+01 3.366135e+02
#> nalolo         6.994430e-04 2.183274e-03 2.952768e+01 2.864719e-03 4.107175e-03
#> namwala        1.349555e-02 1.611125e-01 2.675267e+02 1.188466e+00 1.026706e-01
#> nchelenge      1.635276e+04 3.242191e+03 8.029591e+00 3.583761e+00 2.806162e+04
#> ndola          1.772476e+01 2.250481e+02 5.653530e+02 9.717050e+01 1.379981e+02
#> ngabwe         2.546223e-01 2.371546e+00 8.703129e+02 3.232136e+00 1.923886e+00
#> nkeyema        2.203776e-02 9.927938e-02 1.244426e+03 1.249881e-01 1.447930e-01
#> nsama          9.807669e+03 2.524914e+03 2.323910e-01 1.157239e+00 2.856609e+03
#> nyimba         8.696070e-01 5.544944e+01 1.014610e+01 3.168770e+03 5.677357e+00
#> pemba          1.471442e-03 2.646567e-02 1.466264e+01 5.274041e-01 1.143695e-02
#> petauke        4.174991e+00 3.780643e+02 1.054330e+01 5.238240e+04 2.353001e+01
#> rufunsa        6.823424e-02 2.609803e+00 1.256215e+01 8.995034e+01 5.060590e-01
#> samfya         1.159135e+02 2.463877e+03 2.136856e+01 9.635082e+01 8.344162e+02
#> senanga        1.720839e-03 7.221970e-03 9.190691e+01 1.443380e-02 1.092177e-02
#> serenje        5.966477e+00 3.313090e+02 1.845041e+01 1.804023e+03 3.921402e+01
#> sesheke        4.457456e-04 2.582940e-03 2.545587e+01 1.102038e-02 3.013746e-03
#> shang'ombo     2.387842e-04 7.949099e-04 1.071175e+01 1.363825e-03 1.418183e-03
#> shibuyunji     1.350959e-02 2.176910e-01 6.773916e+01 1.829429e+00 1.049338e-01
#> shiwamg'andu   8.573341e+01 1.188164e+04 3.231537e-01 1.291810e+02 2.185232e+02
#> siavonga       5.228988e-03 1.419959e-01 1.227388e+01 5.316920e+00 4.044581e-02
#> sikongo        6.320645e-04 1.396529e-03 1.708885e+01 1.073383e-03 3.347710e-03
#> sinazongwe     2.275730e-03 4.416208e-02 2.539798e+01 1.290401e+00 1.770589e-02
#> sinda          6.276466e-01 6.361765e+01 1.365594e+00 2.451390e+04 3.345213e+00
#> sioma          4.309690e-04 1.882970e-03 2.320721e+01 5.130756e-03 2.739159e-03
#> solwezi        1.111036e+01 2.889789e+01 9.909281e+03 3.767867e+00 6.747963e+01
#> vubwi          1.283795e-01 1.703970e+01 5.900250e-02 3.894426e+03 5.279385e-01
#> zambezi        3.052529e-02 4.316632e-02 2.739844e+02 1.046849e-02 1.414975e-01
#> zimba          1.233573e-03 1.926874e-02 2.482078e+01 4.193146e-01 9.510521e-03
#>                   kazungula        kitwe lavushimanda    limulunga  livingstone
#> chadiza        4.083789e-02 4.238968e+01 1.686269e+02 7.536518e-04 3.998397e-02
#> chama          6.287382e-03 9.688570e+01 7.310809e+02 5.080433e-04 4.404945e-03
#> chavuma        8.461355e+00 8.041612e+00 4.463202e-03 8.209963e+02 2.816242e+00
#> chembe         1.782162e-01 8.259835e+03 6.415334e+01 6.764601e-02 8.246745e-02
#> chibombo       1.397476e+02 3.742100e+03 9.879063e+00 5.971631e+00 7.654629e+01
#> chiengi        5.639726e-03 2.130695e+02 1.472276e+01 6.667319e-03 2.376121e-03
#> chikankanta    4.937415e+01 7.140282e+01 6.335644e-01 3.615996e-01 4.510793e+01
#> chilanga       6.833682e+01 4.063486e+02 2.325691e+00 1.062522e+00 4.836020e+01
#> chililabombwe  1.261277e+00 2.729677e+04 2.106421e+01 5.845291e-01 5.394298e-01
#> chilubi        3.734642e-02 1.491896e+03 7.481594e+02 8.604298e-03 1.995737e-02
#> chingola       4.334474e+00 6.444714e+04 4.185739e+01 2.054284e+00 1.830124e+00
#> chinsali       1.670345e-03 4.712133e+01 1.683606e+02 2.482996e-04 1.025731e-03
#> chipata        1.232589e-01 1.851144e+02 9.795424e+02 2.630636e-03 1.166102e-01
#> chipili        1.344750e-02 6.051115e+02 3.030995e+01 7.901698e-03 6.086963e-03
#> chirundu       2.999320e+01 7.206700e+01 1.102672e+00 1.933633e-01 3.110994e+01
#> chisamba       1.039560e+01 7.373071e+02 5.843990e+00 2.741037e-01 7.035883e+00
#> chitambo       3.598205e-01 3.245616e+03 6.384886e+03 2.347970e-02 2.406661e-01
#> choma          5.613558e+03 1.205900e+02 4.883053e-01 1.753518e+01 5.169590e+03
#> chongwe        2.940731e+01 5.056127e+02 5.547900e+00 4.326689e-01 2.308408e+01
#> gwembe         2.731341e+02 5.288978e+01 4.338316e-01 1.044213e+00 3.117296e+02
#> ikelenge       1.861193e+00 1.998395e+02 1.528711e-01 4.022906e+01 5.780944e-01
#> isoka          5.500712e-04 1.449731e+01 6.102748e+01 7.606822e-05 3.482841e-04
#> itezhi-tezhi   3.915445e+03 2.185709e+02 3.295812e-01 1.310583e+02 1.420526e+03
#> kabompo        4.187831e+01 8.416878e+01 4.723497e-02 1.274552e+03 1.301113e+01
#> kabwe          3.074502e+01 5.803721e+03 2.724564e+01 1.348781e+00 1.842433e+01
#> kafue          2.469497e+01 1.640468e+02 2.040413e+00 2.500935e-01 2.161795e+01
#> kalabo         9.508169e+01 6.898253e+00 4.275227e-03 8.455202e+03 3.555743e+01
#> kalomo         1.860386e+04 9.665367e+01 2.961170e-01 4.693106e+01 1.392058e+04
#> kalulushi      1.828352e+00 3.695072e+04 2.070720e+01 5.819053e-01 8.143879e-01
#> kalumbila      1.455073e+01 2.303356e+03 1.368333e+00 7.147964e+01 4.737768e+00
#> kanchibiya     4.302020e-02 1.089944e+03 3.035969e+03 5.566406e-03 2.588111e-02
#> kaoma          5.391584e+02 1.555663e+02 1.041023e-01 4.978276e+03 1.678175e+02
#> kapiri mposhi  2.294495e+01 1.419869e+04 7.570927e+01 1.253838e+00 1.357514e+01
#> kaputa         2.286929e-03 9.823180e+01 1.179323e+01 2.054726e-03 1.006460e-03
#> kasama         2.532824e-02 9.916594e+02 1.115415e+03 5.959898e-03 1.386540e-02
#> kasempa        1.018523e+02 4.339897e+03 2.714473e+00 8.054654e+01 3.596637e+01
#> katete         1.262057e-01 1.425581e+02 4.601794e+02 2.547531e-03 1.185957e-01
#> kawambwa       1.464705e-02 6.526331e+02 5.372351e+01 1.003036e-02 6.581863e-03
#> kazungula      1.808226e+06 3.463149e+01 7.688752e-02 1.268601e+02 2.987941e+04
#> kitwe          9.130633e+00 8.537290e+06 2.394688e+02 2.203946e+00 4.298713e+00
#> lavushimanda   6.589388e-02 7.784101e+02 4.957646e+05 4.802344e-03 4.394088e-02
#> limulunga      1.287173e+02 8.481708e+00 5.685599e-03 6.141560e+05 4.482529e+01
#> livingstone    3.772899e+04 2.058789e+01 6.474149e-02 5.578457e+01 2.131427e+06
#> luampa         1.547616e+03 8.132236e+01 7.139927e-02 1.559854e+03 4.811854e+02
#> luangwa        3.202981e+00 1.788812e+02 1.555410e+01 3.454411e-02 3.202573e+00
#> luano          1.978272e+00 9.620969e+02 4.361012e+01 5.504778e-02 1.472927e+00
#> luanshya       2.297004e+00 4.222426e+04 4.888318e+01 3.958470e-01 1.134954e+00
#> lufwanyama     4.332962e+00 1.839622e+04 1.029402e+01 1.710398e+00 1.818479e+00
#> lukulu         1.316828e+02 4.620581e+01 2.817299e-02 5.195788e+03 4.194155e+01
#> lundazi        1.962763e-02 1.100198e+02 1.103114e+03 7.771692e-04 1.624741e-02
#> lunga          3.008344e-02 1.078300e+03 4.310722e+02 5.695986e-03 1.640451e-02
#> lunte district 3.748654e-03 1.743703e+02 6.934987e+01 1.490202e-03 1.868885e-03
#> lusaka         1.596978e+03 1.467925e+04 1.088445e+02 2.390779e+01 1.187803e+03
#> luwingu        1.709506e-02 7.566889e+02 3.088150e+02 5.158883e-03 8.798493e-03
#> mafinga        6.824094e-04 1.364375e+01 8.122165e+01 6.967682e-05 4.629546e-04
#> mambwe         6.342945e-02 1.907606e+02 1.160951e+03 2.001052e-03 5.305495e-02
#> mansa          4.235316e-01 1.964918e+04 4.561485e+02 1.864563e-01 1.958700e-01
#> manyinga       2.831247e+01 2.530540e+02 1.406764e-01 5.304060e+02 8.747750e+00
#> masaiti        2.599268e+00 1.919975e+04 6.025697e+01 2.900263e-01 1.388583e+00
#> mazabuka       2.816665e+02 2.698152e+02 1.316593e+00 2.814673e+00 2.079240e+02
#> mbala          1.091813e-03 4.868323e+01 4.536642e+01 3.932696e-04 5.696659e-04
#> milengi        1.962414e-01 8.615199e+03 2.178456e+02 4.824828e-02 9.837226e-02
#> mitete         1.857518e+01 4.370219e+00 2.528178e-03 1.962392e+03 6.414604e+00
#> mkushi         5.115590e+00 1.415023e+04 5.354338e+02 2.703442e-01 3.311888e+00
#> mongu          8.984855e+02 2.621119e+01 1.955079e-02 1.923087e+04 3.225016e+02
#> monze          1.063481e+03 2.312003e+02 1.034243e+00 7.000565e+00 8.302089e+02
#> mpika          6.470345e-02 8.179597e+02 7.390953e+03 4.641279e-03 4.493443e-02
#> mpongwe        1.440148e+01 1.991985e+04 1.830784e+01 2.541000e+00 6.646272e+00
#> mporokoso      2.283290e-03 1.062759e+02 1.848523e+01 1.397168e-03 1.058783e-03
#> mpulungu       1.810084e-03 8.507695e+01 4.185140e+01 8.578845e-04 8.926424e-04
#> mufulira       1.384796e+00 6.043729e+04 5.193268e+01 4.106960e-01 6.372013e-01
#> mufumbwe       1.742646e+02 9.287965e+02 5.573400e-01 5.636353e+02 5.511186e+01
#> mulobezi       3.222769e+03 1.425953e+01 1.689201e-02 3.949719e+02 1.091002e+03
#> mumbwa         1.453650e+03 2.582538e+03 3.267652e+00 1.305972e+02 5.821368e+02
#> mungwi         2.935824e-03 1.070203e+02 2.066914e+02 6.330827e-04 1.671000e-03
#> mwandi         6.681744e+03 4.880354e+00 7.641622e-03 1.459549e+02 3.672682e+03
#> mwansabombwe   1.513640e-02 5.773870e+02 1.901407e+01 1.382144e-02 6.452181e-03
#> mwense         7.355379e-02 2.940536e+03 6.745244e+01 5.409997e-02 3.191429e-02
#> mwinilunga     2.078423e+01 1.566040e+03 9.990395e-01 2.945576e+02 6.497130e+00
#> nakonde        9.585234e-04 3.187329e+01 8.830851e+01 1.830107e-04 5.693603e-04
#> nalolo         2.593167e+02 3.432143e+00 2.628850e-03 3.961812e+03 1.088260e+02
#> namwala        1.663087e+03 2.067366e+02 5.022708e-01 2.065566e+01 8.707198e+02
#> nchelenge      2.718115e-02 9.696908e+02 3.894046e+01 3.124545e-02 1.134326e-02
#> ndola          7.074871e+00 1.777865e+05 2.956210e+02 1.203230e+00 3.550516e+00
#> ngabwe         2.023528e+01 3.739096e+03 4.196989e+00 2.772774e+00 9.219313e+00
#> nkeyema        5.349210e+02 1.646073e+02 1.323923e-01 5.172946e+02 1.668038e+02
#> nsama          1.035210e-03 4.787581e+01 1.049911e+01 7.161118e-04 4.768482e-04
#> nyimba         1.770130e+00 1.216883e+03 4.544043e+02 3.905431e-02 1.505006e+00
#> pemba          3.733997e+02 2.255843e+01 1.185504e-01 1.325752e+00 3.783364e+02
#> petauke        1.554016e+00 1.836881e+03 3.012323e+03 3.578186e-02 1.364841e+00
#> rufunsa        5.568550e+00 4.216014e+02 1.702092e+01 8.278961e-02 4.833640e+00
#> samfya         2.122107e-01 8.348441e+03 9.013320e+02 4.472818e-02 1.113557e-01
#> senanga        1.522030e+03 1.208874e+01 1.094622e-02 3.435423e+03 5.961577e+02
#> serenje        9.799671e-01 4.414276e+03 2.241475e+03 4.834584e-02 6.825483e-01
#> sesheke        3.580304e+03 4.337501e+00 5.453160e-03 5.639509e+02 2.161855e+03
#> shang'ombo     2.311168e+02 1.286529e+00 1.067087e-03 1.355869e+03 1.192717e+02
#> shibuyunji     5.355096e+01 2.071537e+02 7.842890e-01 1.029659e+00 3.363171e+01
#> shiwamg'andu   5.281701e-03 1.311322e+02 5.364571e+02 6.711235e-04 3.283142e-03
#> siavonga       7.244141e+01 6.346571e+01 8.185118e-01 3.585238e-01 8.111628e+01
#> sikongo        6.493402e+01 1.913654e+00 1.256569e-03 3.025882e+03 2.718897e+01
#> sinazongwe     2.585132e+03 3.460814e+01 2.179341e-01 4.723216e+00 4.414380e+03
#> sinda          2.632557e-01 2.248945e+02 4.552680e+02 4.982056e-03 2.480167e-01
#> sioma          1.272112e+03 3.181617e+00 3.183961e-03 1.464795e+03 7.218404e+02
#> solwezi        2.613623e+01 2.248195e+04 1.311139e+01 3.764383e+01 9.381177e+00
#> vubwi          1.105555e-02 1.220850e+01 6.083324e+01 1.999074e-04 1.105115e-02
#> zambezi        4.661946e+01 3.915760e+01 2.186241e-02 3.748995e+03 1.513752e+01
#> zimba          8.888651e+03 1.931033e+01 8.370643e-02 1.217845e+01 1.996807e+04
#>                      luampa      luangwa        luano     luanshya   lufwanyama
#> chadiza        1.020514e-02 4.145531e+01 4.297099e+01 1.637172e+01 1.909617e+00
#> chama          4.594109e-03 2.898838e+00 9.371033e+00 2.610863e+01 3.684698e+00
#> chavuma        1.178632e+02 1.098086e-02 4.509438e-02 1.756250e+00 5.666334e+00
#> chembe         4.021335e-01 2.448574e+00 2.305940e+01 1.381054e+03 4.633820e+02
#> chibombo       8.176503e+01 1.336091e+02 4.135004e+02 1.571998e+03 9.277913e+02
#> chiengi        2.195193e-02 8.632193e-02 7.469341e-01 3.428938e+01 1.708326e+01
#> chikankanta    5.907685e+00 5.705935e+01 4.546157e+01 3.266770e+01 1.382620e+01
#> chilanga       1.660916e+01 9.819889e+01 1.499897e+02 1.826199e+02 8.245454e+01
#> chililabombwe  3.440119e+00 4.265042e+00 3.822107e+01 4.115443e+03 3.797901e+03
#> chilubi        5.759498e-02 2.965178e+00 2.124385e+01 3.176122e+02 6.446360e+01
#> chingola       1.216117e+01 1.120543e+01 9.742142e+01 1.034579e+04 1.316800e+04
#> chinsali       1.841611e-03 4.249612e-01 1.908234e+00 1.111444e+01 1.907407e+00
#> chipata        3.445926e-02 1.209659e+02 1.469121e+02 6.895116e+01 7.973106e+00
#> chipili        3.706247e-02 2.713121e-01 2.390414e+00 1.019531e+02 3.889586e+01
#> chirundu       3.158844e+00 1.427403e+02 7.747458e+01 3.393821e+01 1.155631e+01
#> chisamba       3.882528e+00 1.160883e+02 3.426937e+02 3.476909e+02 1.040386e+02
#> chitambo       2.422319e-01 9.069202e+01 4.765001e+02 1.071002e+03 1.274063e+02
#> choma          2.634250e+02 3.843433e+01 3.327408e+01 5.013560e+01 3.692291e+01
#> chongwe        6.666336e+00 2.902585e+02 3.915921e+02 2.384516e+02 7.566605e+01
#> gwembe         1.676261e+01 5.006427e+01 3.123502e+01 2.373508e+01 1.173773e+01
#> ikelenge       2.720199e+01 6.081851e-02 4.150391e-01 3.482888e+01 1.067241e+02
#> isoka          5.703950e-04 1.719655e-01 6.877518e-01 3.453274e+00 5.846644e-01
#> itezhi-tezhi   2.141103e+03 8.398824e+00 1.506593e+01 7.767782e+01 1.002062e+02
#> kabompo        6.906898e+02 1.313559e-01 5.476268e-01 1.935145e+01 6.017346e+01
#> kabwe          1.741265e+01 2.306425e+02 1.067354e+03 2.692616e+03 8.524345e+02
#> kafue          3.995898e+00 1.704664e+02 1.469054e+02 7.718020e+01 2.576707e+01
#> kalabo         7.542899e+02 3.055192e-02 8.655794e-02 1.761480e+00 4.864267e+00
#> kalomo         6.411030e+02 2.007892e+01 1.924041e+01 3.852840e+01 3.411613e+01
#> kalulushi      4.026971e+00 6.998938e+00 6.096639e+01 6.416883e+03 4.475277e+03
#> kalumbila      1.443199e+02 9.718748e-01 6.260892e+00 4.416664e+02 1.450975e+03
#> kanchibiya     4.517597e-02 7.651253e+00 4.298145e+01 2.733721e+02 4.219344e+01
#> kaoma          8.898118e+03 7.088268e-01 2.188420e+00 4.182620e+01 1.061585e+02
#> kapiri mposhi  1.510808e+01 3.204545e+02 2.103165e+03 6.772280e+03 1.589769e+03
#> kaputa         7.624688e-03 5.427984e-02 4.464805e-01 1.643777e+01 6.893755e+00
#> kasama         3.845532e-02 2.914478e+00 1.806035e+01 2.113415e+02 4.355952e+01
#> kasempa        4.932381e+02 7.016346e+00 3.449085e+01 1.126009e+03 2.961223e+03
#> katete         3.409388e-02 1.225571e+02 1.447528e+02 5.557763e+01 6.501458e+00
#> kawambwa       4.312375e-02 3.338322e-01 2.842716e+00 1.101669e+02 4.312722e+01
#> kazungula      1.195534e+03 4.465211e+00 4.668256e+00 1.300548e+01 1.454956e+01
#> kitwe          1.656298e+01 6.574795e+01 5.985731e+02 6.303136e+04 1.628634e+04
#> lavushimanda   4.726959e-02 1.858325e+01 8.819523e+01 2.371994e+02 2.962370e+01
#> limulunga      1.222629e+03 4.886229e-02 1.318016e-01 2.274073e+00 5.827396e+00
#> livingstone    4.693690e+02 5.637543e+00 4.388872e+00 8.114210e+00 7.710391e+00
#> luampa         7.557638e+05 9.629022e-01 2.249637e+00 2.461657e+01 4.951344e+01
#> luangwa        5.335724e-01 3.414376e+05 5.604034e+02 8.543156e+01 1.544029e+01
#> luano          7.364488e-01 3.310699e+02 4.415248e+05 4.534282e+02 7.066171e+01
#> luanshya       3.358626e+00 2.103493e+01 1.889785e+02 1.991031e+06 2.351821e+03
#> lufwanyama     1.139087e+01 6.410295e+00 4.965783e+01 3.965556e+03 1.176642e+06
#> lukulu         2.042174e+03 1.484382e-01 4.933908e-01 1.167919e+01 3.262880e+01
#> lundazi        8.640462e-03 1.526183e+01 3.040876e+01 3.467674e+01 4.213397e+00
#> lunga          4.156205e-02 2.392211e+00 1.771084e+01 2.436935e+02 4.382763e+01
#> lunte district 7.864389e-03 2.277748e-01 1.638329e+00 3.315946e+01 8.981495e+00
#> lusaka         3.718779e+02 5.071415e+03 7.336372e+03 6.749700e+03 2.625532e+03
#> luwingu        3.087014e-02 1.142681e+00 8.304956e+00 1.509155e+02 3.564571e+01
#> mafinga        5.760909e-04 2.904947e-01 9.751185e-01 3.449497e+00 5.316076e-01
#> mambwe         2.419819e-02 4.843480e+01 9.525220e+01 6.788998e+01 7.855708e+00
#> mansa          1.015349e+00 7.753134e+00 7.080403e+01 3.352658e+03 1.146017e+03
#> manyinga       4.368412e+02 2.339639e-01 1.155419e+00 5.418269e+01 1.769721e+02
#> masaiti        2.811156e+00 4.070612e+01 3.671257e+02 9.134539e+03 1.216316e+03
#> mazabuka       4.584220e+01 7.386654e+01 8.706177e+01 1.175090e+02 6.563755e+01
#> mbala          2.089706e-03 1.119490e-01 6.805032e-01 9.623749e+00 2.403087e+00
#> milengi        3.338402e-01 5.718200e+00 5.174446e+01 1.739616e+03 3.690772e+02
#> mitete         2.156653e+02 1.181382e-02 3.946967e-02 1.052693e+00 3.124581e+00
#> mkushi         3.111938e+00 4.796414e+02 4.403194e+03 6.245378e+03 7.877601e+02
#> mongu          6.075872e+03 2.298921e-01 5.451123e-01 7.396256e+00 1.734007e+01
#> monze          1.142490e+02 6.821013e+01 6.939079e+01 9.865072e+01 6.256845e+01
#> mpika          4.467252e-02 2.601265e+01 9.498464e+01 2.357613e+02 3.086886e+01
#> mpongwe        2.298267e+01 2.895015e+01 1.972940e+02 6.824082e+03 5.494781e+03
#> mporokoso      6.186157e-03 7.840284e-02 6.215771e-01 1.864874e+01 6.463803e+00
#> mpulungu       4.122737e-03 1.185139e-01 8.124971e-01 1.592654e+01 4.588523e+00
#> mufulira       2.834508e+00 9.654824e+00 8.929037e+01 8.934173e+03 3.159987e+03
#> mufumbwe       1.883228e+03 1.841916e+00 7.754478e+00 2.320507e+02 6.555275e+02
#> mulobezi       2.663878e+03 4.440260e-01 7.358979e-01 4.697461e+00 7.760853e+00
#> mumbwa         1.805530e+03 4.196574e+01 1.133174e+02 8.985552e+02 1.179961e+03
#> mungwi         4.123469e-03 4.897637e-01 2.603037e+00 2.331980e+01 4.639149e+00
#> mwandi         6.493699e+02 3.364113e-01 4.109896e-01 1.704360e+00 2.420315e+00
#> mwansabombwe   5.315993e-02 1.892586e-01 1.714597e+00 9.187152e+01 4.599550e+01
#> mwense         2.334614e-01 9.127068e-01 8.387135e+00 4.694161e+02 2.223691e+02
#> mwinilunga     2.831887e+02 6.306474e-01 3.994019e+00 2.907118e+02 9.427825e+02
#> nakonde        1.223284e-03 2.206536e-01 1.011178e+00 7.117897e+00 1.356717e+00
#> nalolo         8.990674e+02 3.706427e-02 7.952387e-02 9.764656e-01 2.261925e+00
#> namwala        3.379853e+02 1.939986e+01 2.817058e+01 8.107267e+01 7.355297e+01
#> nchelenge      1.063966e-01 3.203992e-01 2.877519e+00 1.531767e+02 8.196132e+01
#> ndola          1.010949e+01 8.885141e+01 8.250170e+02 6.128026e+04 7.690814e+03
#> ngabwe         2.863857e+01 1.565077e+01 8.009534e+01 1.329378e+03 1.316092e+03
#> nkeyema        5.107361e+03 1.235125e+00 3.488472e+00 4.847913e+01 1.025939e+02
#> nsama          2.958781e-03 3.810133e-02 2.928336e-01 8.374744e+00 2.982597e+00
#> nyimba         5.300215e-01 1.209319e+03 2.224412e+03 5.301741e+02 6.805355e+01
#> pemba          2.075235e+01 1.068555e+01 8.337253e+00 9.694680e+00 6.079286e+00
#> petauke        4.723484e-01 1.299255e+03 2.013862e+03 7.382321e+02 8.753601e+01
#> rufunsa        1.239793e+00 1.128039e+03 1.060563e+03 2.029413e+02 4.007474e+01
#> samfya         3.204157e-01 1.073147e+01 8.912114e+01 1.817454e+03 3.438735e+02
#> senanga        3.795209e+03 2.038822e-01 3.920172e-01 3.665057e+00 7.438642e+00
#> serenje        5.459224e-01 2.619049e+02 1.408148e+03 1.668970e+03 1.929102e+02
#> sesheke        1.037310e+03 1.942220e-01 2.643262e-01 1.435881e+00 2.375336e+00
#> shang'ombo     3.817140e+02 1.986371e-02 3.696080e-02 3.762715e-01 8.287906e-01
#> shibuyunji     1.600527e+01 2.542167e+01 4.531142e+01 8.901767e+01 5.109179e+01
#> shiwamg'andu   5.342644e-03 1.312025e+00 6.123370e+00 3.236604e+01 5.141495e+00
#> siavonga       5.864574e+00 1.099885e+02 5.792724e+01 2.949914e+01 1.137906e+01
#> sikongo        3.197435e+02 1.205371e-02 3.001743e-02 5.059121e-01 1.329468e+00
#> sinazongwe     6.521998e+01 2.661003e+01 1.567812e+01 1.496633e+01 9.333266e+00
#> sinda          6.798572e-02 2.559834e+02 2.839761e+02 9.088022e+01 1.083713e+01
#> sioma          9.859429e+02 8.326506e-02 1.321177e-01 9.892309e-01 1.911311e+00
#> solwezi        1.463694e+02 7.576159e+00 5.416751e+01 4.273137e+03 1.378997e+04
#> vubwi          2.701558e-03 1.136289e+01 1.139088e+01 4.625744e+00 5.366818e-01
#> zambezi        6.939364e+02 6.597118e-02 2.588195e-01 8.908546e+00 2.793800e+01
#> zimba          1.381434e+02 8.673761e+00 5.906598e+00 7.974782e+00 6.224387e+00
#>                      lukulu      lundazi        lunga lunte district
#> chadiza        2.266430e-03 9.530410e+02 1.233231e+01   2.499100e+00
#> chama          2.104928e-03 1.391682e+04 2.418678e+02   5.048528e+02
#> chavuma        1.650063e+03 2.010654e-04 1.195727e-02   5.355737e-03
#> chembe         3.209593e-01 3.339206e+00 2.893824e+02   7.195268e+01
#> chibombo       1.599695e+01 7.048361e-01 6.397461e+00   6.461917e-01
#> chiengi        3.663997e-02 4.001800e+00 1.027525e+02   2.649453e+03
#> chikankanta    6.715328e-01 8.464165e-02 2.210219e-01   1.890581e-02
#> chilanga       2.337600e+00 2.319936e-01 1.022173e+00   9.160177e-02
#> chililabombwe  2.725908e+00 9.519865e-01 5.868416e+01   1.291698e+01
#> chilubi        3.998852e-02 1.085543e+02 4.072952e+03   2.343101e+03
#> chingola       9.516415e+00 1.880097e+00 1.086824e+02   2.336208e+01
#> chinsali       1.126886e-03 7.436078e+02 1.493097e+02   9.748609e+02
#> chipata        8.223214e-03 8.499207e+03 7.321509e+01   1.761726e+01
#> chipili        4.059899e-02 3.469435e+00 2.411639e+02   6.309876e+02
#> chirundu       3.634476e-01 1.848254e-01 3.117746e-01   2.576236e-02
#> chisamba       7.269107e-01 5.270521e-01 2.502715e+00   2.177367e-01
#> chitambo       8.763185e-02 3.581991e+02 9.329546e+02   9.351029e+01
#> choma          2.214836e+01 5.638191e-02 2.235808e-01   2.114527e-02
#> chongwe        1.000751e+00 6.460499e-01 1.943462e+00   1.641877e-01
#> gwembe         1.576146e+00 6.485698e-02 1.485780e-01   1.277890e-02
#> ikelenge       2.038861e+02 7.397442e-03 6.707387e-01   5.983268e-01
#> isoka          3.451277e-04 6.905661e+02 4.579846e+01   3.916057e+02
#> itezhi-tezhi   2.006818e+02 2.374348e-02 2.602848e-01   3.185325e-02
#> kabompo        6.813559e+03 2.165052e-03 1.074136e-01   3.516701e-02
#> kabwe          3.961553e+00 1.971507e+00 1.513241e+01   1.396251e+00
#> kafue          5.263098e-01 2.768730e-01 6.523269e-01   5.456884e-02
#> kalabo         4.367225e+03 2.113595e-04 7.672156e-03   2.096870e-03
#> kalomo         5.144185e+01 3.110788e-02 1.537301e-01   1.541162e-02
#> kalulushi      2.544848e+00 9.301222e-01 4.263722e+01   7.133604e+00
#> kalumbila      3.977305e+02 6.158111e-02 4.246141e+00   1.766766e+00
#> kanchibiya     2.397140e-02 5.985800e+02 2.860802e+03   1.032419e+03
#> kaoma          1.426963e+04 5.293459e-03 1.633060e-01   3.537219e-02
#> kapiri mposhi  3.962998e+00 5.045760e+00 4.381681e+01   4.004514e+00
#> kaputa         1.112432e-02 4.178074e+00 7.357169e+01   2.712930e+03
#> kasama         2.828242e-02 6.316514e+02 2.890347e+03   2.159070e+04
#> kasempa        3.338912e+02 1.299352e-01 4.562776e+00   8.925731e-01
#> katete         7.733632e-03 1.110159e+03 3.395202e+01   5.733965e+00
#> kawambwa       5.271966e-02 9.885255e+00 3.945222e+02   4.371905e+03
#> kazungula      1.013253e+02 7.296695e-03 4.667914e-02   5.128307e-03
#> kitwe          9.373786e+00 1.078347e+01 4.411280e+02   6.289279e+01
#> lavushimanda   1.857851e-02 3.514536e+02 5.732374e+02   8.130804e+01
#> limulunga      4.056507e+03 2.931474e-04 8.967603e-03   2.068502e-03
#> livingstone    4.075082e+01 7.626857e-03 3.214117e-02   3.228378e-03
#> luampa         2.034148e+03 4.158114e-03 8.348211e-02   1.392723e-02
#> luangwa        8.193070e-02 4.069839e+00 2.662607e+00   2.235202e-01
#> luano          1.608834e-01 4.790581e+00 1.164571e+01   9.497978e-01
#> luanshya       1.587218e+00 2.276836e+00 6.678431e+01   8.012006e+00
#> lufwanyama     7.476953e+00 4.664720e-01 2.025248e+01   3.659167e+00
#> lukulu         8.131305e+05 1.366748e-03 5.140301e-02   1.334782e-02
#> lundazi        2.828909e-03 1.679264e+06 1.438227e+02   1.065470e+02
#> lunga          2.549071e-02 3.445802e+01 3.684808e+05   2.800966e+02
#> lunte district 7.507587e-03 2.895349e+01 3.176907e+02   8.842678e+05
#> lusaka         5.362724e+01 1.157193e+01 4.355333e+01   3.796254e+00
#> luwingu        2.497055e-02 6.964864e+01 1.610462e+03   6.207634e+03
#> mafinga        3.033598e-04 2.076257e+03 4.041941e+01   2.213717e+02
#> mambwe         6.721530e-03 2.350230e+03 8.618369e+01   1.792649e+01
#> mansa          9.156378e-01 3.116082e+01 3.100668e+03   1.489055e+03
#> manyinga       2.936895e+03 6.323063e-03 3.712538e-01   1.417886e-01
#> masaiti        1.082607e+00 3.044806e+00 5.629099e+01   5.674822e+00
#> mazabuka       5.284025e+00 1.382868e-01 5.905593e-01   5.403049e-02
#> mbala          1.991538e-03 7.971269e+01 1.168568e+02   5.055365e+03
#> milengi        2.177550e-01 1.103692e+01 8.190384e+02   1.172660e+02
#> mitete         2.324124e+03 1.190728e-04 5.263767e-03   1.682997e-03
#> mkushi         9.107175e-01 3.681274e+01 2.066090e+02   1.696675e+01
#> mongu          7.276955e+03 1.070886e-03 2.697088e-02   5.462097e-03
#> monze          1.137263e+01 1.130105e-01 4.683579e-01   4.345078e-02
#> mpika          1.839208e-02 9.846931e+03 1.347297e+03   6.339468e+02
#> mpongwe        9.571849e+00 9.120292e-01 2.244458e+01   2.906909e+00
#> mporokoso      7.325475e-03 5.929594e+00 1.104940e+02   3.902809e+03
#> mpulungu       4.440872e-03 3.746469e+01 1.559908e+02   9.124303e+03
#> mufulira       1.815953e+00 2.329070e+00 1.184939e+02   1.937203e+01
#> mufumbwe       2.571886e+03 2.649732e-02 1.024342e+00   2.405988e-01
#> mulobezi       2.868965e+02 1.164454e-03 1.540483e-02   2.177242e-03
#> mumbwa         3.176963e+02 2.050902e-01 2.965214e+00   3.769290e-01
#> mungwi         3.012693e-03 4.506801e+02 3.276181e+02   4.846658e+03
#> mwandi         8.103672e+01 6.273267e-04 5.689455e-03   7.152547e-04
#> mwansabombwe   7.393289e-02 2.434928e+00 1.510848e+02   8.114898e+02
#> mwense         2.822904e-01 6.266474e+00 5.267487e+02   1.014293e+03
#> mwinilunga     1.617010e+03 4.572094e-02 3.601103e+00   2.110244e+00
#> nakonde        8.673654e-04 5.988019e+02 1.001631e+02   1.608341e+03
#> nalolo         1.177945e+03 1.477364e-04 3.525583e-03   7.146718e-04
#> namwala        3.370620e+01 4.298126e-02 3.051964e-01   3.201884e-02
#> nchelenge      1.705817e-01 6.680640e+00 3.005334e+02   3.526320e+03
#> ndola          4.874512e+00 1.359047e+01 4.154973e+02   4.848517e+01
#> ngabwe         9.419359e+00 2.279083e-01 4.374968e+00   5.463350e-01
#> nkeyema        1.197953e+03 7.271313e-03 1.683038e-01   2.910107e-02
#> nsama          3.814686e-03 5.379506e+00 5.468444e+01   2.886601e+03
#> nyimba         1.144282e-01 1.081976e+02 5.916872e+01   5.465591e+00
#> pemba          1.835605e+00 1.496247e-02 4.862490e-02   4.407568e-03
#> petauke        1.093900e-01 1.758094e+03 2.563388e+02   3.131645e+01
#> rufunsa        2.066877e-01 2.735001e+00 3.955200e+00   3.227883e-01
#> samfya         2.004305e-01 5.230274e+01 4.296846e+03   4.794041e+02
#> senanga        1.463765e+03 6.684014e-04 1.240382e-02   2.120432e-03
#> serenje        1.681871e-01 1.803998e+02 4.050284e+02   3.576788e+01
#> sesheke        2.322346e+02 4.056637e-04 4.709829e-03   6.638577e-04
#> shang'ombo     4.012040e+02 6.349736e-05 1.315360e-03   2.521466e-04
#> shibuyunji     2.262729e+00 6.915212e-02 4.083600e-01   3.879879e-02
#> shiwamg'andu   2.939868e-03 8.277359e+02 3.905565e+02   7.670955e+02
#> siavonga       6.140098e-01 1.386933e-01 2.401610e-01   1.999074e-02
#> sikongo        1.137552e+03 6.469091e-05 2.057341e-03   5.191033e-04
#> sinazongwe     5.285258e+00 3.325472e-02 7.982958e-02   7.065802e-03
#> sinda          1.472684e-02 5.745682e+02 3.576103e+01   4.957111e+00
#> sioma          4.770463e+02 2.105266e-04 3.292497e-03   5.386489e-04
#> solwezi        1.911669e+02 5.880425e-01 3.647123e+01   1.118595e+01
#> vubwi          6.048956e-04 8.012530e+02 4.550099e+00   1.144979e+00
#> zambezi        9.924664e+03 9.981089e-04 5.214816e-02   1.927673e-02
#> zimba          1.105792e+01 1.118988e-02 3.580114e-02   3.357160e-03
#>                      lusaka      luwingu      mafinga       mambwe        mansa
#> chadiza        1.480798e+02 9.563258e+00 1.716433e+01 3.969266e+03 1.024605e+01
#> chama          2.412260e+01 8.793014e+02 1.720189e+04 1.452732e+03 1.887919e+02
#> chavuma        1.218512e+01 1.467137e-02 6.081615e-05 1.486068e-03 4.366780e-01
#> chembe         2.132573e+02 2.870592e+02 1.488635e+00 1.252759e+01 7.450165e+03
#> chibombo       1.186211e+05 3.126071e+00 5.757230e-02 7.825419e+00 5.296791e+01
#> chiengi        5.283576e+00 1.451653e+03 1.891782e+01 3.138158e+00 1.581559e+03
#> chikankanta    3.145122e+04 9.646986e-02 3.894804e-03 1.039206e+00 1.165783e+00
#> chilanga       1.258314e+05 4.604829e-01 1.348058e-02 2.790987e+00 6.287352e+00
#> chililabombwe  8.235581e+02 5.011312e+01 2.875508e-01 5.296232e+00 1.406430e+03
#> chilubi        8.577968e+01 1.203262e+04 9.598378e+01 1.526479e+02 5.780091e+03
#> chingola       2.492582e+03 9.073054e+01 5.328246e-01 1.105713e+01 2.544880e+03
#> chinsali       5.426385e+00 1.109926e+03 4.971601e+03 1.370261e+02 1.674291e+02
#> chipata        4.653928e+02 6.376925e+01 1.508445e+02 2.433051e+04 5.673887e+01
#> chipili        1.641151e+01 1.360350e+03 4.883911e+00 5.530519e+00 4.934376e+03
#> chirundu       2.824303e+04 1.329543e-01 7.353916e-03 2.256062e+00 1.341163e+00
#> chisamba       3.607219e+04 1.106165e+00 3.368293e-02 6.160084e+00 1.324457e+01
#> chitambo       1.311939e+03 4.600751e+02 3.669711e+01 2.302068e+03 1.009899e+03
#> choma          2.918534e+04 1.041335e-01 2.860060e-03 6.915486e-01 1.691537e+00
#> chongwe        1.154218e+05 8.415704e-01 3.331798e-02 7.863905e+00 9.277517e+00
#> gwembe         2.183022e+04 6.506221e-02 2.731909e-03 7.935239e-01 8.224122e-01
#> ikelenge       3.736273e+01 1.284991e+00 4.549430e-03 3.511575e-02 3.191156e+01
#> isoka          1.879582e+00 3.625269e+02 1.540396e+04 7.195632e+01 5.251801e+01
#> itezhi-tezhi   1.055657e+04 1.433067e-01 1.953363e-03 2.718522e-01 3.196480e+00
#> kabompo        1.403125e+02 1.099691e-01 5.272887e-04 1.707795e-02 3.359969e+00
#> kabwe          7.173922e+04 6.967317e+00 1.572614e-01 2.159248e+01 9.588026e+01
#> kafue          5.854089e+04 2.805417e-01 1.272479e-02 3.398314e+00 3.000335e+00
#> kalabo         3.881955e+01 6.930366e-03 3.796461e-05 1.961376e-03 2.108884e-01
#> kalomo         1.709063e+04 7.431515e-02 1.708540e-03 3.802693e-01 1.339181e+00
#> kalulushi      1.413086e+03 2.998705e+01 2.158088e-01 6.026257e+00 7.419248e+02
#> kalumbila      6.025972e+02 5.184269e+00 2.188933e-02 3.755240e-01 1.561656e+02
#> kanchibiya     1.327688e+02 4.193066e+03 2.802821e+02 8.023686e+02 2.014408e+03
#> kaoma          8.711521e+02 1.289877e-01 8.376843e-04 4.999791e-02 3.795100e+00
#> kapiri mposhi  5.621095e+04 2.006263e+01 4.414308e-01 5.271010e+01 2.611328e+02
#> kaputa         2.679640e+00 1.226102e+03 2.259795e+01 2.742436e+00 7.958085e+02
#> kasama         6.370278e+01 3.407138e+04 1.573071e+03 3.611246e+02 4.791112e+03
#> kasempa        5.698832e+03 3.441385e+00 2.337746e-02 1.095507e+00 9.734690e+01
#> katete         4.748833e+02 2.344228e+01 2.380816e+01 8.684581e+03 3.028128e+01
#> kawambwa       1.798759e+01 4.512454e+03 2.433375e+01 1.069170e+01 5.337930e+03
#> kazungula      4.104144e+03 2.390075e-02 4.408307e-04 8.866197e-02 4.888754e-01
#> kitwe          9.946208e+03 2.789254e+02 2.323755e+00 7.030155e+01 5.979800e+03
#> lavushimanda   2.397284e+02 3.700228e+02 4.496637e+01 1.390751e+03 4.512402e+02
#> limulunga      6.234124e+01 7.318276e-03 4.566961e-05 2.838031e-03 2.183744e-01
#> livingstone    3.854528e+03 1.553289e-02 3.776317e-04 9.364303e-02 2.854851e-01
#> luampa         1.237158e+03 5.587026e-02 4.817469e-04 4.378553e-02 1.517151e+00
#> luangwa        9.349003e+03 1.145983e+00 1.346100e-01 4.856422e+01 6.419513e+00
#> luano          7.989811e+03 4.920504e+00 2.669412e-01 5.642256e+01 3.463393e+01
#> luanshya       3.063680e+03 3.726575e+01 3.935662e-01 1.676051e+01 6.834974e+02
#> lufwanyama     2.009445e+03 1.484168e+01 1.022711e-01 3.270143e+00 3.939474e+02
#> lukulu         1.791103e+02 4.537121e-02 2.546808e-04 1.221029e-02 1.373559e+00
#> lundazi        7.999654e+01 2.619361e+02 3.607860e+03 8.836872e+03 9.675270e+01
#> lunga          7.213564e+01 1.451096e+03 1.682757e+01 7.763834e+01 2.306600e+03
#> lunte district 7.131492e+00 6.344076e+03 1.045323e+02 1.831653e+01 1.256390e+03
#> lusaka         3.058317e+07 1.926073e+01 6.384151e-01 1.400144e+02 2.413785e+02
#> luwingu        3.540427e+01 1.187569e+06 1.129370e+02 6.950102e+01 4.388562e+03
#> mafinga        2.539803e+00 2.444278e+02 1.175561e+06 1.488689e+02 3.889209e+01
#> mambwe         2.574246e+02 6.951614e+01 6.879935e+01 1.118841e+06 6.727458e+01
#> mansa          5.374151e+02 5.315581e+03 2.176585e+01 8.146763e+01 2.599899e+06
#> manyinga       2.154263e+02 4.208090e-01 1.856236e-03 4.496294e-02 1.276570e+01
#> masaiti        4.822269e+03 2.772072e+01 4.079805e-01 2.536985e+01 4.030528e+02
#> mazabuka       7.732078e+04 2.695413e-01 7.654680e-03 1.680461e+00 3.958091e+00
#> mbala          2.466536e+00 2.050862e+03 1.010728e+03 2.014143e+01 3.319386e+02
#> milengi        3.370458e+02 5.459846e+02 4.016376e+00 4.242196e+01 7.045726e+03
#> mitete         1.439308e+01 5.250761e-03 2.579100e-05 1.019600e-03 1.604541e-01
#> mkushi         1.742948e+04 8.776569e+01 3.071601e+00 3.668232e+02 6.597858e+02
#> mongu          2.953925e+02 2.028772e-02 1.434438e-04 1.092461e-02 5.896359e-01
#> monze          6.145452e+04 2.156095e-01 6.030424e-03 1.380370e+00 3.310943e+00
#> mpika          2.464612e+02 2.027443e+03 1.645836e+03 8.328117e+03 9.065542e+02
#> mpongwe        1.015169e+04 1.306623e+01 1.340969e-01 7.820812e+00 2.805927e+02
#> mporokoso      3.308273e+00 1.924650e+03 2.341513e+01 4.296841e+00 8.750291e+02
#> mpulungu       3.401546e+00 3.078900e+03 3.220877e+02 1.395929e+01 6.504017e+02
#> mufulira       1.394238e+03 8.289247e+01 5.941559e-01 1.367629e+01 1.942987e+03
#> mufumbwe       1.867880e+03 8.598842e-01 5.102380e-03 2.246740e-01 2.560451e+01
#> mulobezi       5.364582e+02 9.257244e-03 1.029546e-04 1.328026e-02 2.322700e-01
#> mumbwa         5.117215e+04 1.680245e+00 2.028490e-02 2.202109e+00 3.802428e+01
#> mungwi         8.219068e+00 3.807262e+03 3.502615e+03 1.124982e+02 5.204349e+02
#> mwandi         3.457416e+02 3.168916e-03 4.439989e-05 7.492809e-03 7.382905e-02
#> mwansabombwe   1.395409e+01 1.091677e+03 4.699375e+00 3.491022e+00 3.925670e+03
#> mwense         7.129719e+01 2.184649e+03 7.734927e+00 1.199979e+01 1.906093e+04
#> mwinilunga     4.258714e+02 5.368266e+00 2.033978e-02 2.564090e-01 1.518040e+02
#> nakonde        2.948002e+00 1.096365e+03 1.346164e+04 7.626799e+01 1.497111e+02
#> nalolo         4.725224e+01 2.645127e-03 1.889128e-05 1.541971e-03 7.701901e-02
#> namwala        2.290192e+04 1.522293e-01 2.883952e-03 5.107958e-01 2.866106e+00
#> nchelenge      2.318912e+01 3.036613e+03 1.940182e+01 7.480506e+00 6.542799e+03
#> ndola          1.053355e+04 2.279975e+02 2.448718e+00 9.551661e+01 3.917597e+03
#> ngabwe         9.221021e+03 2.471475e+00 2.809340e-02 2.170186e+00 5.284252e+01
#> nkeyema        1.540628e+03 1.156474e-01 9.377776e-04 7.313978e-02 3.172778e+00
#> nsama          1.495522e+00 1.044719e+03 3.578063e+01 2.785322e+00 3.951547e+02
#> nyimba         7.053058e+03 2.720391e+01 4.139918e+00 1.328430e+03 9.579068e+01
#> pemba          7.007824e+03 2.203551e-02 7.088548e-04 1.837102e-01 3.256100e-01
#> petauke        6.128106e+03 1.428437e+02 5.341748e+01 2.108760e+04 2.796108e+02
#> rufunsa        2.065722e+04 1.671683e+00 1.163736e-01 3.357949e+01 1.213595e+01
#> samfya         4.423728e+02 2.393808e+03 2.110843e+01 1.627024e+02 1.248982e+04
#> senanga        2.556965e+02 8.384902e-03 7.216909e-05 7.288318e-03 2.313211e-01
#> serenje        3.744235e+03 1.811375e+02 1.344650e+01 1.686125e+03 6.226886e+02
#> sesheke        2.122292e+02 2.815453e-03 3.255161e-05 4.756792e-03 7.106949e-02
#> shang'ombo     2.456944e+01 9.507473e-04 7.289289e-06 6.881275e-04 2.732546e-02
#> shibuyunji     3.263083e+04 1.912542e-01 4.497703e-03 8.179057e-01 2.987987e+00
#> shiwamg'andu   1.743875e+01 1.626638e+03 1.068049e+03 3.278680e+02 3.402071e+02
#> siavonga       2.777474e+04 1.029173e-01 5.437745e-03 1.688231e+00 1.106656e+00
#> sikongo        1.548785e+01 1.764244e-03 1.033714e-05 6.307161e-04 5.334144e-02
#> sinazongwe     1.192291e+04 3.560112e-02 1.364474e-03 4.050962e-01 5.036981e-01
#> sinda          9.800009e+02 2.162216e+01 1.366019e+01 5.657732e+03 3.616084e+01
#> sioma          9.770149e+01 2.158014e-03 2.008906e-05 2.386900e-03 5.872616e-02
#> solwezi        3.498752e+03 3.736778e+01 1.805174e-01 3.666405e+00 1.139784e+03
#> vubwi          3.945560e+01 4.048882e+00 1.301274e+01 1.511456e+03 3.527021e+00
#> zambezi        7.448688e+01 5.710809e-02 2.578363e-04 7.837812e-03 1.735409e+00
#> zimba          4.965266e+03 1.656596e-02 5.023266e-04 1.370981e-01 2.697714e-01
#>                    manyinga      masaiti     mazabuka        mbala      milengi
#> chadiza        4.301505e-03 2.068478e+01 3.686954e+00 1.741442e+00 1.052519e+01
#> chama          8.652978e-03 2.203125e+01 5.629159e-01 1.134881e+03 8.134029e+01
#> chavuma        1.120229e+03 7.889272e-01 2.102110e+00 8.668021e-04 1.342519e-01
#> chembe         1.694819e+00 5.872404e+02 7.075781e+00 1.088960e+01 2.780352e+03
#> chibombo       1.616320e+01 1.517296e+03 6.807817e+03 1.117141e-01 5.179748e+01
#> chiengi        3.469642e-01 1.470372e+01 1.768795e-01 1.468979e+03 1.335245e+02
#> chikankanta    3.756706e-01 3.898957e+01 3.409929e+03 3.801839e-03 1.335806e+00
#> chilanga       1.708741e+00 2.071705e+02 6.234428e+03 1.731402e-02 6.886294e+00
#> chililabombwe  1.265073e+01 1.402435e+03 3.428156e+01 1.934109e+00 6.755199e+02
#> chilubi        2.119209e-01 1.926274e+02 2.290871e+00 4.900710e+02 1.630705e+03
#> chingola       4.246849e+01 3.553276e+03 1.090399e+02 3.497197e+00 1.253921e+03
#> chinsali       5.856990e-03 7.959540e+00 1.311769e-01 2.921532e+03 4.862390e+01
#> chipata        1.707810e-02 8.390820e+01 1.136771e+01 1.370686e+01 5.445159e+01
#> chipili        2.911153e-01 4.587811e+01 5.235849e-01 9.748574e+01 4.306403e+02
#> chirundu       2.185415e-01 4.361730e+01 1.833413e+03 5.612688e-03 1.629543e+00
#> chisamba       8.125092e-01 4.403332e+02 9.046127e+02 4.256126e-02 1.545764e+01
#> chitambo       2.549437e-01 1.087133e+03 3.106378e+01 2.857367e+01 1.093755e+03
#> choma          6.061678e+00 5.021992e+01 9.895202e+03 3.801824e-03 1.673931e+00
#> chongwe        8.613303e-01 3.051861e+02 2.800256e+03 3.366227e-02 1.106572e+01
#> gwembe         6.201935e-01 2.735001e+01 4.710934e+03 2.551232e-03 9.211623e-01
#> ikelenge       2.173097e+03 1.279248e+01 3.566207e+00 1.103485e-01 6.334428e+00
#> isoka          1.814138e-03 2.522255e+00 4.486448e-02 2.465934e+03 1.489202e+01
#> itezhi-tezhi   5.543079e+01 6.048583e+01 2.877179e+03 5.057264e-03 2.480492e+00
#> kabompo        7.648532e+03 9.053386e+00 2.206522e+01 5.369838e-03 1.234161e+00
#> kabwe          5.382907e+00 3.187328e+03 2.169920e+03 2.570009e-01 1.061082e+02
#> kafue          3.813500e-01 9.851351e+01 2.163090e+03 1.144707e-02 3.598623e+00
#> kalabo         4.390908e+02 9.327826e-01 8.848339e+00 3.162727e-04 8.844969e-02
#> kalomo         1.105852e+01 3.609496e+01 5.930229e+03 2.659290e-03 1.239992e+00
#> kalulushi      9.552156e+00 2.218151e+03 5.714026e+01 1.092428e+00 4.813044e+02
#> kalumbila      3.439277e+03 1.726084e+02 5.336324e+01 2.735381e-01 4.681876e+01
#> kanchibiya     1.038719e-01 2.042825e+02 3.269124e+00 3.910476e+02 9.778983e+02
#> kaoma          2.086916e+03 2.309290e+01 1.723566e+02 5.257792e-03 1.858973e+00
#> kapiri mposhi  6.538974e+00 8.714520e+03 1.607206e+03 7.434994e-01 2.984379e+02
#> kaputa         9.905089e-02 7.472517e+00 8.443970e-02 1.794046e+03 7.378500e+01
#> kasama         1.630632e-01 1.313550e+02 1.648008e+00 1.006163e+04 1.086464e+03
#> kasempa        6.892847e+02 5.705680e+02 5.619782e+02 1.331205e-01 5.174192e+01
#> katete         1.475392e-02 7.069230e+01 1.163270e+01 3.351592e+00 3.253018e+01
#> kawambwa       4.146007e-01 5.020025e+01 5.669283e-01 8.503081e+02 4.900118e+02
#> kazungula      1.415400e+01 1.117936e+01 1.415766e+03 8.432062e-04 4.107439e-01
#> kitwe          3.335374e+01 2.177163e+04 3.575629e+02 9.912758e+00 4.754180e+03
#> lavushimanda   6.027149e-02 2.221070e+02 5.671488e+00 3.002680e+01 3.907676e+02
#> limulunga      2.690433e+02 1.265655e+00 1.435477e+01 3.081683e-04 1.024648e-01
#> livingstone    5.522059e+00 7.541203e+00 1.319666e+03 5.555316e-04 2.599898e-01
#> luampa         2.827003e+02 1.565135e+01 2.982791e+02 2.089160e-03 9.045245e-01
#> luangwa        8.390016e-02 1.255850e+02 2.663277e+02 6.201806e-02 8.585236e+00
#> luano          2.447780e-01 6.691321e+02 1.854450e+02 2.227137e-01 4.589610e+01
#> luanshya       4.784067e+00 6.938850e+03 1.043188e+02 1.312698e+00 6.430860e+02
#> lufwanyama     2.634761e+01 1.557927e+03 9.825247e+01 5.527005e-01 2.300555e+02
#> lukulu         1.908100e+03 6.051287e+00 3.451695e+01 1.998874e-03 5.923250e-01
#> lundazi        8.502973e-03 3.522631e+01 1.869729e+00 1.655978e+02 6.213984e+01
#> lunga          1.196127e-01 1.560304e+02 1.913042e+00 5.816264e+01 1.104815e+03
#> lunte district 5.181365e-02 1.784101e+01 1.985165e-01 2.853904e+03 1.794131e+02
#> lusaka         4.190602e+01 8.070368e+03 1.512268e+05 7.412233e-01 2.745022e+02
#> luwingu        1.504685e-01 8.527649e+01 9.690375e-01 1.132872e+03 8.173726e+02
#> mafinga        1.436508e-03 2.716304e+00 5.956024e-02 1.208351e+03 1.301332e+01
#> mambwe         1.608088e-02 7.806155e+01 6.042798e+00 1.112831e+01 6.352210e+01
#> mansa          5.528835e+00 1.501811e+03 1.723572e+01 2.220909e+02 1.277597e+04
#> manyinga       7.125362e+05 2.356679e+01 2.816074e+01 2.199703e-02 4.202130e+00
#> masaiti        2.739279e+00 1.365383e+06 1.474117e+02 9.925906e-01 4.452564e+02
#> mazabuka       2.800847e+00 1.261367e+02 2.170107e+06 1.000461e-02 4.166000e+00
#> mbala          1.423902e-02 5.527777e+00 6.511350e-02 1.661518e+06 5.215531e+01
#> milengi        1.003669e+00 9.149457e+02 1.000449e+01 1.924435e+01 7.568429e+05
#> mitete         4.069752e+02 5.222209e-01 2.897821e+00 2.579298e-04 6.066583e-02
#> mkushi         1.911432e+00 8.716281e+03 4.248281e+02 3.683106e+00 8.766038e+02
#> mongu          4.796098e+02 4.369203e+00 7.380562e+01 8.117741e-04 3.032869e-01
#> monze          4.638756e+00 1.025677e+02 2.103190e+04 7.943236e-03 3.393954e+00
#> mpika          6.559748e-02 2.118536e+02 5.763561e+00 4.635538e+02 5.530857e+02
#> mpongwe        2.204645e+01 4.037930e+03 4.625076e+02 4.618849e-01 2.257232e+02
#> mporokoso      5.765450e-02 9.021994e+00 9.900469e-02 1.152714e+03 9.267122e+01
#> mpulungu       3.388312e-02 8.482667e+00 9.433813e-02 2.817109e+04 8.576721e+01
#> mufulira       7.306307e+00 3.161438e+03 5.076337e+01 2.993693e+00 1.342692e+03
#> mufumbwe       3.672240e+03 1.162920e+02 2.571900e+02 3.578461e-02 1.177843e+01
#> mulobezi       3.043225e+01 3.354591e+00 1.606613e+02 3.332215e-04 1.572827e-01
#> mumbwa         1.992309e+02 6.623087e+02 8.319912e+03 5.943677e-02 2.903246e+01
#> mungwi         1.781756e-02 1.510767e+01 2.060103e-01 1.632776e+04 1.167489e+02
#> mwandi         7.603663e+00 1.326316e+00 1.157614e+02 1.121555e-04 5.476293e-02
#> mwansabombwe   6.163588e-01 3.834167e+01 4.783742e-01 1.579081e+02 3.124910e+02
#> mwense         2.120630e+00 1.954335e+02 2.437892e+00 1.616526e+02 1.499180e+03
#> mwinilunga     1.949042e+04 1.116370e+02 4.237014e+01 3.495614e-01 3.760651e+01
#> nakonde        5.140804e-03 4.800099e+00 7.205487e-02 1.641799e+04 3.447296e+01
#> nalolo         7.770486e+01 5.856114e-01 1.269672e+01 1.062142e-04 3.958058e-02
#> namwala        1.223324e+01 7.289984e+01 6.986051e+03 5.398970e-03 2.580751e+00
#> nchelenge      1.557924e+00 6.353978e+01 8.040319e-01 1.016758e+03 5.256277e+02
#> ndola          1.540052e+01 2.816185e+04 3.418925e+02 8.036004e+00 3.907464e+03
#> ngabwe         1.551593e+01 9.242704e+02 5.386548e+02 8.721538e-02 4.277309e+01
#> nkeyema        3.480294e+02 2.951049e+01 3.081962e+02 4.357729e-03 1.846077e+00
#> nsama          3.202086e-02 4.059671e+00 4.450311e-02 3.040360e+03 4.178921e+01
#> nyimba         1.880580e-01 7.449958e+02 1.678803e+02 1.744076e+00 1.253651e+02
#> pemba          5.977537e-01 1.028047e+01 2.186647e+03 8.235088e-04 3.395465e-01
#> petauke        2.055680e-01 9.631690e+02 1.466506e+02 1.344344e+01 3.297804e+02
#> rufunsa        2.250848e-01 2.942212e+02 5.178125e+02 7.808535e-02 1.591382e+01
#> samfya         9.252395e-01 1.081110e+03 1.229379e+01 8.591186e+01 8.669804e+03
#> senanga        1.041430e+02 2.365327e+00 7.200454e+01 3.169432e-04 1.346655e-01
#> serenje        4.048023e-01 1.982684e+03 8.774853e+01 1.002316e+01 7.851879e+02
#> sesheke        1.723914e+01 1.042843e+00 6.904652e+01 1.014268e-04 4.785515e-02
#> shang'ombo     2.677744e+01 2.342836e-01 7.136853e+00 3.748348e-05 1.460165e-02
#> shibuyunji     1.560404e+00 9.203918e+01 3.522518e+03 6.964911e-03 3.054037e+00
#> shiwamg'andu   1.367793e-02 2.423711e+01 4.207395e-01 7.601845e+02 1.259656e+02
#> siavonga       3.103856e-01 3.670116e+01 2.966896e+03 4.264525e-03 1.316062e+00
#> sikongo        1.006514e+02 2.793680e-01 3.864974e+00 7.785577e-05 2.362446e-02
#> sinazongwe     1.307204e+00 1.616291e+01 3.415203e+03 1.356564e-03 5.344591e-01
#> sinda          2.613919e-02 1.196732e+02 2.415591e+01 2.461937e+00 4.163871e+01
#> sioma          3.136419e+01 6.638167e-01 3.023651e+01 8.070207e-05 3.521549e-02
#> solwezi        1.055494e+03 1.632342e+03 2.366119e+02 1.672091e+00 4.144600e+02
#> vubwi          1.180149e-03 5.743763e+00 9.881621e-01 9.663605e-01 3.413087e+00
#> zambezi        4.804754e+03 4.153928e+00 1.300726e+01 3.006628e-03 5.957488e-01
#> zimba          1.999205e+00 7.970283e+00 1.619020e+03 6.074894e-04 2.655211e-01
#>                      mitete       mkushi        mongu        monze        mpika
#> chadiza        1.566750e-04 1.509498e+02 2.353440e-03 2.101071e+00 6.091977e+02
#> chama          1.726232e-04 8.123197e+01 1.251206e-03 2.911499e-01 1.630260e+04
#> chavuma        3.738473e+03 2.504908e-01 8.670138e+02 2.814474e+00 2.802984e-03
#> chembe         3.000704e-02 3.407574e+02 1.421661e-01 3.904709e+00 5.510208e+01
#> chibombo       1.085458e+00 1.212762e+03 1.894737e+01 3.946827e+03 5.457475e+00
#> chiengi        5.312508e-03 1.136616e+01 1.132829e-02 9.908646e-02 4.698287e+01
#> chikankanta    4.823946e-02 6.833250e+01 1.418403e+00 2.457382e+03 3.967605e-01
#> chilanga       1.613392e-01 2.814127e+02 3.802668e+00 3.197179e+03 1.361887e+00
#> chililabombwe  2.438577e-01 4.452435e+02 1.237082e+00 2.034770e+01 1.420851e+01
#> chilubi        3.697917e-03 2.977149e+02 1.872741e-02 1.191359e+00 1.745453e+03
#> chingola       8.405560e-01 1.065877e+03 4.366959e+00 6.581471e+01 2.746478e+01
#> chinsali       1.022989e-04 2.071725e+01 5.595986e-04 6.726506e-02 2.545600e+03
#> chipata        5.741261e-04 5.856697e+02 8.014832e-03 6.376265e+00 4.540847e+03
#> chipili        4.521230e-03 3.641537e+01 1.513916e-02 2.869615e-01 5.537167e+01
#> chirundu       2.595745e-02 1.011185e+02 7.596452e-01 1.371473e+03 7.387949e-01
#> chisamba       4.932612e-02 7.126754e+02 8.903333e-01 4.638712e+02 3.380486e+00
#> chitambo       6.558749e-03 4.697948e+03 6.218117e-02 1.596565e+01 3.588241e+03
#> choma          1.902398e+00 5.862426e+01 8.008926e+01 2.592370e+04 2.907303e-01
#> chongwe        6.844876e-02 6.082010e+02 1.522133e+00 1.494936e+03 3.395850e+00
#> gwembe         1.226704e-01 4.586256e+01 4.496830e+00 7.355520e+03 2.773149e-01
#> ikelenge       7.525625e+01 3.620308e+00 4.896990e+01 3.274925e+00 1.214508e-01
#> isoka          3.143818e-05 7.046671e+00 1.719303e-04 2.302061e-02 1.109070e+03
#> itezhi-tezhi   1.589246e+01 4.004501e+01 5.264219e+02 4.892410e+03 1.812289e-01
#> kabompo        1.177547e+03 2.961429e+00 1.628415e+03 2.699946e+01 2.846206e-02
#> kabwe          2.705838e-01 3.384767e+03 4.101256e+00 1.133940e+03 1.514320e+01
#> kafue          3.655993e-02 2.085182e+02 9.261038e-01 1.275368e+03 1.294927e+00
#> kalabo         8.207301e+03 3.586913e-01 1.123405e+04 1.446745e+01 2.434996e-03
#> kalomo         4.843606e+00 3.652009e+01 2.243585e+02 1.516022e+04 1.723098e-01
#> kalulushi      2.105793e-01 6.549190e+02 1.310565e+00 3.334264e+01 1.280194e+01
#> kalumbila      5.293792e+01 4.922917e+01 1.132648e+02 4.557601e+01 9.225629e-01
#> kanchibiya     2.022467e-03 5.110583e+02 1.311113e-02 1.677390e+00 9.957377e+03
#> kaoma          1.009658e+03 9.137760e+00 1.048432e+04 2.433720e+02 5.843997e-02
#> kapiri mposhi  2.744506e-01 9.118460e+03 3.649671e+00 8.369508e+02 4.172298e+01
#> kaputa         1.500559e-03 6.724687e+00 3.617775e-03 4.627529e-02 4.463984e+01
#> kasama         2.722633e-03 2.360698e+02 1.273531e-02 8.518313e-01 6.611136e+03
#> kasempa        2.519464e+01 1.931560e+02 1.807937e+02 4.813936e+02 1.557079e+00
#> katete         5.354255e-04 5.178507e+02 7.887716e-03 6.529311e+00 1.212830e+03
#> kawambwa       6.307342e-03 4.311859e+01 1.860164e-02 3.100048e-01 1.381466e+02
#> kazungula      1.222749e+01 9.623534e+00 6.648581e+02 3.497808e+03 4.374423e-02
#> kitwe          7.584677e-01 7.018302e+03 5.113689e+00 2.004863e+02 1.457992e+02
#> lavushimanda   1.426267e-03 8.632446e+02 1.239856e-02 2.915267e+00 4.282358e+03
#> limulunga      1.310696e+03 5.160218e-01 1.443873e+04 2.336209e+01 3.183781e-03
#> livingstone    5.331840e+00 7.867155e+00 3.013373e+02 3.447918e+03 3.835975e-02
#> luampa         1.837746e+02 7.578286e+00 5.820063e+03 4.864297e+02 3.909624e-02
#> luangwa        5.578365e-03 6.472438e+02 1.220266e-01 1.609265e+02 1.261509e+01
#> luano          1.101030e-02 3.510250e+03 1.709366e-01 9.671629e+01 2.721310e+01
#> luanshya       1.223887e-01 2.075070e+03 9.666405e-01 5.730624e+01 2.815147e+01
#> lufwanyama     6.125348e-01 4.413344e+02 3.821233e+00 6.128536e+01 6.215111e+00
#> lukulu         1.988267e+03 2.226557e+00 6.998079e+03 4.861147e+01 1.615978e-02
#> lundazi        2.108427e-04 1.862854e+02 2.131585e-03 9.998322e-01 1.790754e+04
#> lunga          2.233086e-03 2.504913e+02 1.286227e-02 9.927709e-01 5.870313e+02
#> lunte district 8.098205e-04 2.333130e+01 2.954463e-03 1.044637e-01 3.132907e+02
#> lusaka         3.686668e+00 1.275850e+04 8.505376e+01 7.864960e+04 6.483629e+01
#> luwingu        2.472210e-03 1.180926e+02 1.073767e-02 5.072166e-01 9.803950e+02
#> mafinga        2.628122e-05 8.944927e+00 1.643133e-04 3.070347e-02 1.722476e+03
#> mambwe         4.801617e-04 4.936842e+02 5.783324e-03 3.247995e+00 4.028040e+03
#> mansa          9.150454e-02 1.075299e+03 3.779979e-01 9.434213e+00 5.309758e+02
#> manyinga       5.358836e+02 7.192772e+00 7.099118e+02 3.051873e+01 8.871131e-02
#> masaiti        7.992684e-02 3.812452e+03 7.517169e-01 7.843525e+01 3.330148e+01
#> mazabuka       3.795068e-01 1.589995e+02 1.086553e+01 1.376223e+04 7.752255e-01
#> mbala          2.198468e-04 8.971553e+00 7.777995e-04 3.382817e-02 4.057963e+02
#> milengi        1.907953e-02 7.878828e+02 1.072237e-01 5.333249e+00 1.786509e+02
#> mitete         4.032131e+05 1.844457e-01 2.112849e+03 4.303371e+00 1.483306e-03
#> mkushi         6.454071e-02 2.092339e+06 7.632645e-01 2.178445e+02 2.997851e+02
#> mongu          1.879554e+03 1.940421e+00 1.631197e+06 1.281699e+02 1.079619e-02
#> monze          8.612841e-01 1.246003e+02 2.883615e+01 2.551712e+06 6.117833e-01
#> mpika          1.444247e-03 8.341719e+02 1.181667e-02 2.976259e+00 1.973287e+06
#> mpongwe        7.031764e-01 1.348212e+03 6.433762e+00 2.752596e+02 1.022346e+01
#> mporokoso      8.762127e-04 9.241420e+00 2.608266e-03 5.326493e-02 6.822226e+01
#> mpulungu       5.166675e-04 1.137746e+01 1.640122e-03 4.963639e-02 2.712738e+02
#> mufulira       1.529727e-01 1.109007e+03 9.202284e-01 2.867112e+01 3.341068e+01
#> mufumbwe       1.985647e+02 4.011172e+01 1.105192e+03 2.772529e+02 3.224439e-01
#> mulobezi       3.804061e+01 2.006376e+00 2.048455e+03 3.253660e+02 9.244668e-03
#> mumbwa         2.175901e+01 3.710823e+02 4.201727e+02 8.590292e+03 1.784561e+00
#> mungwi         2.933311e-04 3.147944e+01 1.353563e-03 1.059395e-01 2.254614e+03
#> mwandi         1.420168e+01 9.503317e-01 8.168283e+02 2.714784e+02 4.246359e-03
#> mwansabombwe   9.325997e-03 2.607718e+01 2.479763e-02 2.693595e-01 3.731219e+01
#> mwense         3.260629e-02 1.270326e+02 1.010454e-01 1.368263e+00 1.033564e+02
#> mwinilunga     3.782951e+02 3.171552e+01 3.903012e+02 3.932866e+01 7.142295e-01
#> nakonde        8.434866e-05 1.133233e+01 3.943573e-04 3.696064e-02 1.344826e+03
#> nalolo         6.609486e+02 2.690624e-01 1.412316e+04 2.372130e+01 1.447011e-03
#> namwala        2.566075e+00 6.293433e+01 8.324492e+01 1.218846e+04 2.827581e-01
#> nchelenge      2.364854e-02 4.381579e+01 5.383207e-02 4.555687e-01 9.312465e+01
#> ndola          3.796241e-01 1.006045e+04 2.920880e+00 1.855456e+02 1.721924e+02
#> ngabwe         6.604138e-01 3.969283e+02 7.501990e+00 3.424195e+02 2.303931e+00
#> nkeyema        8.463577e+01 1.312427e+01 1.512212e+03 4.237201e+02 7.291545e-02
#> nsama          4.840304e-04 4.312222e+00 1.303162e-03 2.392323e-02 4.960182e+01
#> nyimba         7.848270e-03 5.694154e+03 1.223693e-01 9.127801e+01 3.920606e+02
#> pemba          1.495286e-01 1.372421e+01 5.871458e+00 5.338420e+03 7.225999e-02
#> petauke        7.576432e-03 7.196189e+03 1.097618e-01 8.039878e+01 4.214693e+03
#> rufunsa        1.403422e-02 1.200753e+03 2.824886e-01 2.884806e+02 1.168130e+01
#> samfya         1.750069e-02 1.333109e+03 1.005060e-01 6.445390e+00 8.720247e+02
#> senanga        3.455967e+02 1.208773e+00 1.933318e+04 1.390827e+02 5.981865e-03
#> serenje        1.212170e-02 1.175902e+04 1.346119e-01 4.526457e+01 1.361967e+03
#> sesheke        6.179570e+01 6.632649e-01 3.124071e+03 1.563922e+02 2.997000e-03
#> shang'ombo     2.996862e+02 1.152805e-01 4.955032e+03 1.441205e+01 5.842376e-04
#> shibuyunji     1.564352e-01 9.792051e+01 3.656915e+00 1.992151e+03 4.467634e-01
#> shiwamg'andu   2.542674e-04 6.643842e+01 1.562643e-03 2.157546e-01 6.604858e+03
#> siavonga       4.525211e-02 7.745965e+01 1.468982e+00 2.806883e+03 5.463010e-01
#> sikongo        1.922194e+03 1.143452e-01 5.661501e+03 6.828823e+00 7.051649e-04
#> sinazongwe     4.871314e-01 2.375046e+01 2.278654e+01 8.152383e+03 1.385312e-01
#> sinda          1.013388e-03 9.042061e+02 1.565891e-02 1.360992e+01 8.595089e+02
#> sioma          2.101850e+02 3.690354e-01 7.084980e+03 6.490236e+01 1.738884e-03
#> solwezi        1.905296e+01 4.622172e+02 7.079847e+01 1.731665e+02 8.588250e+00
#> vubwi          4.189820e-05 4.123124e+01 6.231366e-04 5.666737e-01 3.004059e+02
#> zambezi        1.078353e+04 1.364546e+00 3.982718e+03 1.738588e+01 1.328857e-02
#> zimba          1.190969e+00 9.749455e+00 6.249685e+01 4.210900e+03 5.121168e-02
#>                     mpongwe    mporokoso     mpulungu     mufulira     mufumbwe
#> chadiza        4.998489e+00 5.905910e-01 1.260952e+00 1.034012e+01 3.043128e-02
#> chama          4.999816e+00 1.049572e+02 5.434709e+02 3.148042e+01 3.361111e-02
#> chavuma        4.767255e+00 6.696602e-03 2.418131e-03 2.340996e+00 2.376965e+02
#> chembe         3.171521e+02 4.841918e+01 2.289185e+01 3.592418e+03 4.924318e+00
#> chibombo       4.092699e+03 3.543428e-01 1.946090e-01 7.163602e+02 1.626921e+02
#> chiengi        8.859993e+00 6.287302e+03 4.592988e+03 9.644441e+01 4.074515e-01
#> chikankanta    6.350268e+01 8.742860e-03 5.716814e-03 1.338901e+01 4.172058e+00
#> chilanga       3.778960e+02 4.496991e-02 2.754102e-02 7.642771e+01 1.841046e+01
#> chililabombwe  1.899236e+03 9.764080e+00 4.239631e+00 1.068334e+04 4.241394e+01
#> chilubi        5.914116e+01 7.472664e+02 7.376464e+02 5.638964e+02 6.220005e-01
#> chingola       6.054089e+03 1.780168e+01 7.682846e+00 2.240492e+04 1.487537e+02
#> chinsali       2.039079e+00 2.128547e+02 1.372881e+03 1.684961e+01 1.772333e-02
#> chipata        1.947755e+01 4.047230e+00 9.465508e+00 4.657203e+01 1.142550e-01
#> chipili        2.354379e+01 6.002032e+02 2.434126e+02 2.665957e+02 5.600119e-01
#> chirundu       5.403735e+01 1.102338e-02 7.897314e-03 1.349160e+01 2.403050e+00
#> chisamba       4.803621e+02 1.013637e-01 6.568740e-02 1.380707e+02 7.755175e+00
#> chitambo       2.347222e+02 2.833656e+01 3.259777e+01 8.782348e+02 1.355238e+00
#> choma          1.429487e+02 1.130808e-02 6.353471e-03 2.329591e+01 6.308953e+01
#> chongwe        3.534118e+02 7.343703e-02 4.982921e-02 9.467600e+01 8.890318e+00
#> gwembe         5.203720e+01 6.011091e-03 3.858731e-03 9.958726e+00 6.901344e+00
#> ikelenge       5.289344e+01 8.915683e-01 3.277528e-01 7.066790e+01 4.038998e+02
#> isoka          6.343866e-01 9.364861e+01 8.678900e+02 5.164805e+00 5.427148e-03
#> itezhi-tezhi   2.812411e+02 2.096613e-02 9.863800e-03 4.540825e+01 5.412280e+02
#> kabompo        5.588980e+01 3.805591e-02 1.400399e-02 2.335193e+01 2.889023e+03
#> kabwe          3.910729e+03 6.929539e-01 4.194398e-01 1.086275e+03 4.766539e+01
#> kafue          1.205832e+02 2.401715e-02 1.661732e-02 3.070948e+01 4.083943e+00
#> kalabo         5.935585e+00 2.177680e-03 8.079577e-04 1.783160e+00 3.047821e+02
#> kalomo         1.205759e+02 8.766025e-03 4.648689e-03 1.901718e+01 1.055739e+02
#> kalulushi      3.088392e+03 4.864277e+00 2.253924e+00 1.000476e+04 4.060040e+01
#> kalumbila      8.150286e+02 1.973651e+00 7.234740e-01 7.328480e+02 3.131182e+03
#> kanchibiya     5.053586e+01 2.576584e+02 4.127886e+02 3.673265e+02 3.824704e-01
#> kaoma          1.461630e+02 3.215958e-02 1.251580e-02 3.846161e+01 5.985207e+03
#> kapiri mposhi  6.588615e+03 1.946913e+00 1.203548e+00 2.667000e+03 5.231838e+01
#> kaputa         3.882653e+00 5.928048e+03 5.617655e+03 4.364950e+01 1.330727e-01
#> kasama         3.926770e+01 4.520181e+03 1.107800e+04 3.782126e+02 4.333981e-01
#> kasempa        3.598906e+03 7.306777e-01 3.002599e-01 1.073474e+03 5.212428e+03
#> katete         1.715285e+01 1.414284e+00 2.645705e+00 3.441985e+01 1.043241e-01
#> kawambwa       2.546496e+01 6.530465e+03 2.383732e+03 2.879917e+02 6.914264e-01
#> kazungula      4.460558e+01 3.179437e-03 1.565178e-03 7.019827e+00 1.065378e+02
#> kitwe          1.626664e+04 3.901696e+01 1.939575e+01 8.077471e+04 1.497079e+02
#> lavushimanda   4.859689e+01 2.205988e+01 3.101445e+01 2.256164e+02 2.920142e-01
#> limulunga      7.985441e+00 1.974013e-03 7.526723e-04 2.112386e+00 3.496269e+02
#> livingstone    2.599342e+01 1.861656e-03 9.746431e-04 4.078688e+00 4.254443e+01
#> luampa         9.214755e+01 1.115093e-02 4.614788e-03 1.860028e+01 1.490385e+03
#> luangwa        6.431990e+01 7.831290e-02 7.351004e-02 3.510730e+01 8.077495e-01
#> luano          2.589568e+02 3.667883e-01 2.977269e-01 1.918124e+02 2.008993e+00
#> luanshya       3.733030e+03 4.586420e+00 2.432324e+00 7.998899e+03 2.505604e+01
#> lufwanyama     5.068359e+03 2.680477e+00 1.181606e+00 4.770468e+03 1.193494e+02
#> lukulu         3.852913e+01 1.325672e-02 4.990505e-03 1.196346e+01 2.043419e+03
#> lundazi        7.598582e+00 2.221037e+01 8.714227e+01 3.175887e+01 4.357507e-02
#> lunga          4.480209e+01 9.915908e+01 8.692978e+01 3.871164e+02 4.035934e-01
#> lunte district 6.581349e+00 3.972535e+03 5.767214e+03 7.178227e+01 1.075200e-01
#> lusaka         1.223479e+04 1.792531e+00 1.144504e+00 2.750133e+03 4.443442e+02
#> luwingu        2.894620e+01 1.916902e+03 1.904231e+03 3.005487e+02 3.760049e-01
#> mafinga        6.429452e-01 5.047296e+01 4.311340e+02 4.662452e+00 4.828814e-03
#> mambwe         1.732956e+01 4.280475e+00 8.635389e+00 4.959782e+01 9.826543e-02
#> mansa          7.529151e+02 1.055599e+03 4.872302e+02 8.532932e+03 1.356121e+01
#> manyinga       1.365901e+02 1.605908e-01 5.860665e-02 7.408616e+01 4.490804e+03
#> masaiti        2.907871e+03 2.920962e+00 1.705421e+00 3.726145e+03 1.653022e+01
#> mazabuka       2.850000e+02 2.742766e-02 1.622916e-02 5.119587e+01 3.128185e+01
#> mbala          1.852381e+00 2.078382e+03 3.154156e+04 1.965000e+01 2.832731e-02
#> milengi        3.340240e+02 6.165289e+01 3.543282e+01 3.251895e+03 3.440339e+00
#> mitete         3.308585e+00 1.853508e-03 6.786909e-04 1.178014e+00 1.844134e+02
#> mkushi         2.219736e+03 6.840518e+00 5.229637e+00 2.988381e+03 1.303548e+01
#> mongu          2.692956e+01 4.908210e-03 1.916564e-03 6.304033e+00 9.130912e+02
#> monze          2.592138e+02 2.255091e-02 1.304965e-02 4.418949e+01 5.153522e+01
#> mpika          4.683673e+01 1.405147e+02 3.469601e+02 2.505144e+02 2.915784e-01
#> mpongwe        1.625173e+06 1.823452e+00 8.952119e-01 4.028151e+03 1.451414e+02
#> mporokoso      4.055902e+00 6.006008e+05 3.365733e+03 4.596457e+01 9.691094e-02
#> mpulungu       3.206586e+00 5.420056e+03 1.594641e+06 3.549398e+01 6.063921e-02
#> mufulira       2.461202e+03 1.262617e+01 6.054510e+00 2.227787e+06 2.890474e+01
#> mufumbwe       7.353245e+02 2.207331e-01 8.576775e-02 2.396709e+02 8.627087e+05
#> mulobezi       1.762189e+01 1.603113e-03 6.966728e-04 3.105560e+00 1.601255e+02
#> mumbwa         3.306573e+03 2.493419e-01 1.170500e-01 5.394119e+02 2.227993e+03
#> mungwi         4.302478e+00 1.145508e+03 8.348171e+03 4.041978e+01 4.605222e-02
#> mwandi         6.236092e+00 4.929377e-04 2.237813e-04 1.029688e+00 3.935736e+01
#> mwansabombwe   2.418645e+01 1.262128e+03 4.560842e+02 2.622159e+02 9.169850e-01
#> mwense         1.214002e+02 1.119987e+03 4.231738e+02 1.331737e+03 3.755334e+00
#> mwinilunga     5.202102e+02 2.728818e+00 9.852385e-01 5.186799e+02 4.731326e+03
#> nakonde        1.307096e+00 4.434699e+02 5.186640e+03 1.188072e+01 1.329789e-02
#> nalolo         3.577872e+00 6.488644e-04 2.520603e-04 8.228120e-01 1.206460e+02
#> namwala        2.600187e+02 1.869496e-02 9.693119e-03 4.088432e+01 1.325728e+02
#> nchelenge      4.149029e+01 7.534612e+03 3.165954e+03 4.420366e+02 1.952264e+00
#> ndola          1.123596e+04 2.694318e+01 1.466927e+01 3.702413e+04 7.725273e+01
#> ngabwe         4.826135e+03 3.433928e-01 1.680608e-01 7.591859e+02 1.282792e+02
#> nkeyema        1.793513e+02 2.344246e-02 9.679998e-03 3.816458e+01 2.677068e+03
#> nsama          1.832313e+00 4.185589e+03 9.454592e+03 2.077882e+01 4.839403e-02
#> nyimba         2.146502e+02 1.717965e+00 1.905401e+00 2.641534e+02 1.464454e+00
#> pemba          2.511559e+01 2.239287e-03 1.324063e-03 4.303358e+00 6.483098e+00
#> petauke        2.396445e+02 8.533512e+00 1.244707e+01 4.301412e+02 1.474100e+00
#> rufunsa        1.707749e+02 1.239086e-01 1.017894e-01 8.132172e+01 2.134562e+00
#> samfya         3.373486e+02 2.100656e+02 1.441756e+02 3.037705e+03 3.173300e+00
#> senanga        1.374452e+01 1.752920e-03 7.119474e-04 2.775473e+00 2.931001e+02
#> serenje        4.403666e+02 1.170217e+01 1.197036e+01 1.070386e+03 2.490814e+00
#> sesheke        5.376547e+00 4.953827e-04 2.131847e-04 9.448951e-01 6.208799e+01
#> shang'ombo     1.397463e+00 2.245241e-04 8.788851e-05 3.033404e-01 4.175508e+01
#> shibuyunji     2.224558e+02 2.035932e-02 1.165544e-02 3.943949e+01 1.705483e+01
#> shiwamg'andu   5.974629e+00 1.597175e+02 5.339208e+02 4.516451e+01 4.676633e-02
#> siavonga       5.271453e+01 8.763015e-03 6.100269e-03 1.188026e+01 3.463100e+00
#> sikongo        1.764793e+00 5.244927e-04 1.960155e-04 4.832582e-01 8.233890e+01
#> sinazongwe     3.835226e+01 3.503804e-03 2.125072e-03 6.591740e+00 1.345330e+01
#> sinda          3.047244e+01 1.289292e+00 2.105316e+00 5.256551e+01 1.931901e-01
#> sioma          3.725525e+00 4.401860e-04 1.796682e-04 7.207981e-01 7.410735e+01
#> solwezi        6.728973e+03 1.065858e+01 4.101920e+00 7.047463e+03 2.630928e+03
#> vubwi          1.364145e+00 2.600034e-01 6.402131e-01 3.032428e+00 8.193508e-03
#> zambezi        2.567948e+01 2.226163e-02 8.090838e-03 1.100804e+01 1.368464e+03
#> zimba          2.326295e+01 1.796999e-03 1.008591e-03 3.744896e+00 1.824223e+01
#>                    mulobezi       mumbwa       mungwi       mwandi mwansabombwe
#> chadiza        3.673885e-03 8.965807e-01 1.409265e+01 2.054210e-03 4.580824e-01
#> chama          1.039485e-03 3.579828e-01 8.661060e+03 3.961275e-04 2.827953e+01
#> chavuma        1.985249e+01 3.738692e+01 1.363468e-03 5.736199e+00 6.879842e-02
#> chembe         6.305873e-02 1.869097e+01 2.769749e+01 1.718101e-02 2.307559e+02
#> chibombo       2.448841e+01 7.220775e+03 4.439961e-01 9.707371e+00 1.726774e+00
#> chiengi        2.803278e-03 6.212838e-01 7.133476e+02 6.676117e-04 4.768083e+03
#> chikankanta    3.445429e+00 2.955049e+02 1.863968e-02 2.406336e+00 3.409428e-02
#> chilanga       7.157733e+00 1.170190e+03 7.855559e-02 3.808407e+00 1.892414e-01
#> chililabombwe  5.171967e-01 1.382358e+02 4.870167e+00 1.346549e-01 6.414891e+01
#> chilubi        1.006945e-02 3.357621e+00 1.743665e+03 3.039200e-03 6.156634e+02
#> chingola       1.819571e+00 4.765692e+02 8.848103e+00 4.707307e-01 1.199212e+02
#> chinsali       3.561048e-04 1.238059e-01 2.208798e+04 1.188633e-04 4.317821e+01
#> chipata        1.177577e-02 3.049565e+00 1.118991e+02 6.311500e-03 2.793725e+00
#> chipili        5.326459e-03 1.446209e+00 1.489992e+02 1.377626e-03 2.116019e+03
#> chirundu       1.890390e+00 1.662496e+02 2.965581e-02 1.414310e+00 3.768727e-02
#> chisamba       1.327367e+00 3.354952e+02 1.976750e-01 6.159765e-01 3.787463e-01
#> chitambo       5.892793e-02 1.992012e+01 1.709384e+02 2.292130e-02 3.711699e+01
#> choma          2.633869e+02 3.327642e+03 1.656668e-02 2.578373e+02 5.670240e-02
#> chongwe        2.837642e+00 5.037490e+02 1.659917e-01 1.569721e+00 2.627604e-01
#> gwembe         1.348270e+01 4.816762e+02 1.253437e-02 1.241724e+01 2.459456e-02
#> ikelenge       2.876119e+00 6.087474e+01 1.312559e-01 6.036371e-01 9.049343e+00
#> isoka          1.121482e-04 3.909308e-02 1.083925e+04 3.817613e-05 1.602731e+01
#> itezhi-tezhi   1.044480e+03 1.346136e+04 1.745019e-02 3.942226e+02 1.363723e-01
#> kabompo        8.071342e+01 4.140042e+02 1.016202e-02 1.788309e+01 3.738555e-01
#> kabwe          5.005460e+00 1.542168e+03 1.102857e+00 2.023932e+00 2.823177e+00
#> kafue          1.978510e+00 2.607964e+02 5.806526e-02 1.242022e+00 8.484018e-02
#> kalabo         2.215981e+02 1.142880e+02 6.475753e-04 8.646576e+01 2.113307e-02
#> kalomo         7.913197e+02 3.993754e+03 1.093509e-02 8.568494e+02 4.814331e-02
#> kalulushi      6.575529e-01 1.953319e+02 3.115133e+00 1.805277e-01 2.858512e+01
#> kalumbila      1.531463e+01 8.111368e+02 4.789861e-01 3.177234e+00 1.944983e+01
#> kanchibiya     9.078140e-03 3.165777e+00 2.288604e+03 3.071534e-03 1.659111e+02
#> kaoma          1.019874e+03 2.702681e+03 1.248509e-02 2.182175e+02 2.855848e-01
#> kapiri mposhi  4.007118e+00 1.311534e+03 3.193566e+00 1.549623e+00 7.499532e+00
#> kaputa         1.017775e-03 2.500794e-01 8.403224e+02 2.509510e-04 1.866895e+03
#> kasama         6.682789e-03 2.233403e+00 4.000629e+04 2.026117e-03 1.268471e+03
#> kasempa        6.581728e+01 8.239335e+03 3.411646e-01 1.526091e+01 5.775611e+00
#> katete         1.193631e-02 3.006140e+00 2.639333e+01 6.458880e-03 1.251978e+00
#> kawambwa       6.028330e-03 1.584820e+00 8.797389e+02 1.532915e-03 8.035685e+03
#> kazungula      2.472267e+03 1.971277e+03 3.198390e-03 4.323138e+03 1.968517e-02
#> kitwe          2.884039e+00 9.233455e+02 3.073954e+01 8.325115e-01 1.979764e+02
#> lavushimanda   1.110546e-02 3.797632e+00 1.929803e+02 4.237249e-03 2.119244e+01
#> limulunga      3.074288e+02 1.796941e+02 6.998003e-04 9.581645e+01 1.823821e-02
#> livingstone    1.056805e+03 9.968185e+02 2.298693e-03 3.000514e+03 1.059562e-02
#> luampa         2.645341e+03 3.169521e+03 5.815210e-03 5.438793e+02 8.949573e-02
#> luangwa        2.443357e-01 4.082207e+01 3.827370e-01 1.561321e-01 1.765569e-01
#> luano          2.392297e-01 6.512019e+01 1.201747e+00 1.126864e-01 9.449527e-01
#> luanshya       6.364503e-01 2.152126e+02 4.487056e+00 1.947626e-01 2.110245e+01
#> lufwanyama     1.773007e+00 4.765304e+02 1.505132e+00 4.663543e-01 1.781423e+01
#> lukulu         2.860242e+02 5.599011e+02 4.265478e-03 6.814004e+01 1.249585e-01
#> lundazi        2.402869e-03 7.481256e-01 1.320723e+03 1.091804e-03 8.518139e+00
#> lunga          7.616013e-03 2.591484e+00 2.300245e+02 2.372382e-03 1.266317e+02
#> lunte district 1.220884e-03 3.736360e-01 3.859626e+03 3.382761e-04 7.714383e+02
#> lusaka         1.601320e+02 2.700211e+04 3.484178e+00 8.704364e+01 7.061462e+00
#> luwingu        5.079336e-03 1.629745e+00 2.966698e+03 1.466490e-03 1.015477e+03
#> mafinga        1.222602e-04 4.258278e-02 5.907002e+03 4.446971e-05 9.460848e+00
#> mambwe         7.288302e-03 2.136388e+00 8.768003e+01 3.468226e-03 3.248052e+00
#> mansa          1.543643e-01 4.467211e+01 4.911968e+02 4.138320e-02 4.423012e+03
#> manyinga       4.669804e+01 5.404345e+02 3.882829e-02 9.840803e+00 1.603426e+00
#> masaiti        5.983289e-01 2.088250e+02 3.826779e+00 1.995218e-01 1.159370e+01
#> mazabuka       2.452005e+01 2.244659e+03 4.465131e-02 1.490105e+01 1.237737e-01
#> mbala          3.309892e-04 1.043657e-01 2.303258e+04 9.396030e-05 2.659106e+02
#> milengi        5.764566e-02 1.881010e+01 6.076785e+01 1.692838e-02 1.941662e+02
#> mitete         4.433120e+01 4.482525e+01 4.854623e-04 1.395869e+01 1.842502e-02
#> mkushi         8.181625e-01 2.674972e+02 1.823012e+01 3.268478e-01 1.802763e+01
#> mongu          2.123610e+03 7.700126e+02 1.992792e-03 7.142037e+02 4.358219e-02
#> monze          7.588778e+01 3.541843e+03 3.509077e-02 5.340452e+01 1.065081e-01
#> mpika          1.048973e-02 3.579529e+00 3.633125e+03 4.063802e-03 7.177516e+01
#> mpongwe        4.364522e+00 1.447717e+03 1.513346e+00 1.302686e+00 1.015563e+01
#> mporokoso      8.831634e-04 2.428253e-01 8.962113e+02 2.290404e-04 1.178775e+03
#> mpulungu       6.180592e-04 1.835669e-01 1.051787e+04 1.674434e-04 6.859569e+02
#> mufulira       4.699649e-01 1.443004e+02 8.686698e+00 1.314238e-01 6.727210e+01
#> mufumbwe       2.009241e+02 4.942050e+03 8.206494e-02 4.165246e+01 1.950673e+00
#> mulobezi       3.898324e+05 8.107704e+02 1.037097e-03 1.582011e+03 1.197592e-02
#> mumbwa         4.586445e+02 2.817991e+06 1.986573e-01 1.440943e+02 1.597563e+00
#> mungwi         7.302711e-04 2.472811e-01 2.269122e+06 2.265150e-04 1.966885e+02
#> mwandi         1.875714e+03 3.020129e+02 3.814075e-04 4.053032e+05 3.466591e-03
#> mwansabombwe   7.064122e-03 1.665824e+00 1.647646e+02 1.724627e-03 6.947858e+05
#> mwense         3.218365e-02 8.059992e+00 2.339795e+02 8.050095e-03 7.936365e+03
#> mwinilunga     2.944827e+01 7.316861e+02 5.097913e-01 6.087969e+00 2.808744e+01
#> nakonde        2.226176e-04 7.635365e-02 3.860858e+04 7.107227e-05 6.512644e+01
#> nalolo         5.218503e+02 1.116196e+02 2.597594e-04 2.839322e+02 5.825995e-03
#> namwala        1.938539e+02 7.604946e+03 2.109885e-02 1.041346e+02 1.041878e-01
#> nchelenge      1.363193e-02 2.993512e+00 7.359998e+02 3.246039e-03 2.155483e+04
#> ndola          1.919364e+00 6.515470e+02 2.788172e+01 5.912633e-01 1.162396e+02
#> ngabwe         5.889178e+00 2.008056e+03 2.933479e-01 1.812187e+00 1.973991e+00
#> nkeyema        6.109804e+02 4.690113e+03 1.188235e-02 1.291460e+02 1.877088e-01
#> nsama          4.132883e-04 1.107957e-01 1.277069e+03 1.056997e-04 6.704141e+02
#> nyimba         1.831497e-01 4.662471e+01 1.132593e+01 9.422655e-02 2.870752e+00
#> pemba          1.835797e+01 4.052471e+02 3.763583e-03 1.711705e+01 1.037082e-02
#> petauke        1.591381e-01 4.178682e+01 9.773802e+01 8.195328e-02 9.929748e+00
#> rufunsa        5.076201e-01 1.005556e+02 4.389773e-01 2.875400e-01 3.304312e-01
#> samfya         5.730098e-02 1.920757e+01 3.019112e+02 1.739722e-02 4.386478e+02
#> senanga        3.163744e+03 5.214450e+02 8.658363e-04 1.438897e+03 1.461859e-02
#> serenje        1.449196e-01 4.690088e+01 5.865340e+01 5.991471e-02 1.944195e+01
#> sesheke        2.341096e+03 2.516037e+02 3.165538e-04 5.241155e+03 3.791118e-03
#> shang'ombo     3.401392e+02 4.956940e+01 9.473953e-05 3.119275e+02 1.995608e-03
#> shibuyunji     6.529253e+00 1.125708e+03 2.960645e-02 3.202573e+00 9.510398e-02
#> shiwamg'andu   1.075835e-03 3.754312e-01 5.914476e+03 3.686360e-04 5.158055e+01
#> siavonga       4.008286e+00 2.481964e+02 2.222367e-02 3.335022e+00 3.157283e-02
#> sikongo        1.363977e+02 4.191156e+01 1.663518e-04 7.143877e+01 5.029449e-03
#> sinazongwe     8.253719e+01 7.207550e+02 6.453661e-03 1.181448e+02 1.589023e-02
#> sinda          2.443560e-02 5.961506e+00 1.874867e+01 1.341839e-02 1.345842e+00
#> sioma          1.381598e+03 1.560356e+02 2.266674e-04 1.813767e+03 3.660780e-03
#> solwezi        1.782248e+01 2.401186e+03 3.471080e+00 3.998446e+00 9.400236e+01
#> vubwi          9.763179e-04 2.374164e-01 7.934187e+00 5.521382e-04 1.742029e-01
#> zambezi        1.062841e+02 2.298825e+02 5.268439e-03 2.805901e+01 2.246389e-01
#> zimba          2.348101e+02 6.765826e+02 2.697799e-03 4.537940e+02 9.188678e-03
#>                      mwense   mwinilunga      nakonde       nalolo      namwala
#> chadiza        1.420265e+00 1.141786e-02 7.381945e+00 3.581096e-04 4.899192e-01
#> chama          5.075439e+01 4.530857e-02 7.882646e+03 1.711141e-04 9.830079e-02
#> chavuma        1.866687e-01 7.556098e+02 2.577937e-04 3.028467e+02 6.089441e+00
#> chembe         1.027872e+03 9.321681e+00 5.193861e+00 1.907016e-02 2.527620e+00
#> chibombo       7.659192e+00 1.912702e+01 9.447004e-02 2.846412e+00 2.235697e+03
#> chiengi        2.565419e+03 3.994851e+00 2.224194e+02 1.587927e-03 7.109380e-02
#> chikankanta    1.521634e-01 3.382470e-01 4.496804e-03 2.577349e-01 4.525059e+02
#> chilanga       8.445120e-01 1.752354e+00 1.794829e-02 6.275345e-01 9.556123e+02
#> chililabombwe  2.735096e+02 5.379275e+01 9.158525e-01 1.659374e-01 1.605086e+01
#> chilubi        1.458185e+03 1.301704e+00 3.332244e+02 2.512664e-03 5.857840e-01
#> chingola       5.063425e+02 1.685981e+02 1.665509e+00 5.857222e-01 5.389353e+01
#> chinsali       6.225489e+01 3.778001e-02 1.300657e+04 7.530364e-05 2.681251e-02
#> chipata        8.255042e+00 4.899038e-02 6.230433e+01 1.200852e-03 1.540660e+00
#> chipili        4.635639e+03 2.376942e+00 2.920966e+01 2.049497e-03 1.862648e-01
#> chirundu       1.674358e-01 2.129704e-01 7.565609e-03 1.391268e-01 2.430304e+02
#> chisamba       1.686954e+00 1.138313e+00 4.542830e-02 1.367836e-01 1.578090e+02
#> chitambo       1.294921e+02 8.893177e-01 4.495436e+01 8.671406e-03 5.668671e+00
#> choma          2.500077e-01 3.485601e+00 3.745596e-03 1.773766e+01 1.168096e+04
#> chongwe        1.168910e+00 1.029617e+00 3.986955e-02 2.489054e-01 3.834557e+02
#> gwembe         1.097616e-01 4.549171e-01 3.046513e-03 9.220786e-01 1.242993e+03
#> ikelenge       1.986000e+01 2.572424e+04 2.616473e-02 9.280272e+00 5.583656e+00
#> isoka          2.108059e+01 1.201695e-02 2.850333e+04 2.314734e-05 8.814109e-03
#> itezhi-tezhi   5.724866e-01 2.836327e+01 3.553492e-03 9.302685e+01 1.061094e+04
#> kabompo        1.166666e+00 2.390294e+03 1.899953e-03 2.851307e+02 5.628134e+01
#> kabwe          1.259969e+01 8.416385e+00 2.418536e-01 6.040661e-01 4.920308e+02
#> kafue          3.773645e-01 4.113115e-01 1.428658e-02 1.588718e-01 2.721384e+02
#> kalabo         6.761894e-02 1.540323e+02 1.210842e-04 6.233857e+03 3.131480e+01
#> kalomo         2.096013e-01 5.537443e+00 2.402116e-03 5.354264e+01 1.233513e+04
#> kalulushi      1.248218e+02 3.276914e+01 5.949228e-01 1.760326e-01 2.469422e+01
#> kalumbila      5.985430e+01 1.510253e+04 9.000691e-02 1.653487e+01 6.978892e+01
#> kanchibiya     4.087492e+02 5.362311e-01 5.405131e+02 1.774117e-03 6.906472e-01
#> kaoma          1.016612e+00 6.813897e+02 2.353194e-03 1.424809e+03 5.297495e+02
#> kapiri mposhi  3.340704e+01 1.205130e+01 6.975699e-01 5.261822e-01 3.681261e+02
#> kaputa         1.098106e+03 1.068965e+00 2.715789e+02 5.002595e-04 3.065698e-02
#> kasama         1.929982e+03 1.125672e+00 7.508989e+03 1.707979e-03 4.003127e-01
#> kasempa        2.244947e+01 8.490315e+02 6.463409e-02 2.425129e+01 6.978601e+02
#> katete         4.049071e+00 3.871585e-02 1.200217e+01 1.192305e-03 1.571042e+00
#> kawambwa       6.511514e+03 3.822527e+00 1.932471e+02 2.534872e-03 2.012588e-01
#> kazungula      8.355121e-02 5.741865e+00 6.788455e-04 1.974377e+02 4.021707e+03
#> kitwe          8.806513e+02 1.140648e+02 5.951479e+00 6.889612e-01 1.318083e+02
#> lavushimanda   6.566510e+01 2.365325e-01 5.359941e+01 1.715357e-03 1.040932e+00
#> limulunga      6.235293e-02 8.256604e+01 1.315095e-04 3.060594e+03 5.068117e+01
#> livingstone    4.577581e-02 2.266437e+00 5.091651e-04 1.046250e+02 2.658747e+03
#> luampa         3.432922e-01 1.012736e+02 1.121493e-03 8.861210e+02 1.058021e+03
#> luangwa        7.436890e-01 1.249735e-01 1.120964e-01 2.024265e-02 3.365165e+01
#> luano          4.037315e+00 4.675849e-01 3.034779e-01 2.565833e-02 2.886839e+01
#> luanshya       9.417613e+01 1.418459e+01 8.903384e-01 1.313082e-01 3.462622e+01
#> lufwanyama     7.522410e+01 7.756494e+01 2.861492e-01 5.128764e-01 5.297008e+01
#> lukulu         4.167303e-01 5.805547e+02 7.983285e-04 1.165563e+03 1.059294e+02
#> lundazi        1.914753e+01 3.397629e-02 1.140757e+03 3.025722e-04 2.795866e-01
#> lunga          3.856168e+02 6.411495e-01 4.571733e+01 1.729957e-03 4.756413e-01
#> lunte district 8.421948e+02 4.261407e-01 8.326219e+02 3.977477e-04 5.659818e-02
#> lusaka         3.151348e+01 4.577979e+01 8.124043e-01 1.399904e+01 2.154982e+04
#> luwingu        1.774960e+03 1.060748e+00 5.553700e+02 1.440473e-03 2.633012e-01
#> mafinga        1.360120e+01 8.698384e-03 1.475840e+04 2.226558e-05 1.079585e-02
#> mambwe         9.751575e+00 5.067641e-02 3.864240e+01 8.399032e-04 8.836826e-01
#> mansa          1.875769e+04 3.633205e+01 9.185650e+01 5.080251e-02 6.004478e+00
#> manyinga       4.818490e+00 1.077057e+04 7.282790e-03 1.183440e+02 5.917462e+01
#> masaiti        5.161561e+01 7.170698e+00 7.904105e-01 1.036677e-01 4.098796e+01
#> mazabuka       5.509422e-01 2.328750e+00 1.015256e-02 1.923247e+00 3.361019e+03
#> mbala          2.377633e+02 1.250423e-01 1.505576e+04 1.047121e-04 1.690522e-02
#> milengi        8.136189e+02 4.963654e+00 1.166450e+01 1.439797e-02 2.981680e+00
#> mitete         5.626585e-02 1.587616e+02 9.074909e-05 7.644748e+02 9.426720e+00
#> mkushi         7.670506e+01 4.657490e+00 4.266274e+00 1.088964e-01 8.089919e+01
#> mongu          1.551124e-01 1.457139e+02 3.774334e-04 1.453161e+04 2.720416e+02
#> monze          4.725533e-01 3.303404e+00 7.958683e-03 5.491257e+00 8.961441e+03
#> mpika          1.736568e+02 2.918525e-01 1.408773e+03 1.629590e-03 1.011387e+00
#> mpongwe        4.452306e+01 4.639977e+01 2.988777e-01 8.795132e-01 2.030103e+02
#> mporokoso      9.136329e+02 5.413829e-01 2.255502e+02 3.547844e-04 3.246615e-02
#> mpulungu       5.559062e+02 3.147715e-01 4.248048e+03 2.219418e-04 2.710778e-02
#> mufulira       2.984182e+02 2.826687e+01 1.659855e+00 1.235832e-01 1.950345e+01
#> mufumbwe       6.977532e+00 2.137999e+03 1.540482e-02 1.502513e+02 5.243912e+02
#> mulobezi       4.765592e-02 1.060505e+01 2.055236e-04 5.179399e+02 6.110881e+02
#> mumbwa         6.751410e+00 1.490583e+02 3.987587e-02 6.266894e+01 1.356138e+04
#> mungwi         2.439630e+02 1.292736e-01 2.509866e+04 1.815388e-04 4.683308e-02
#> mwandi         1.413317e-02 2.599455e+00 7.779635e-05 3.341220e+02 3.892074e+02
#> mwansabombwe   6.931905e+03 5.966429e+00 3.546572e+01 3.410774e-03 1.937294e-01
#> mwense         1.117400e+06 1.791714e+01 4.602707e+01 1.375376e-02 9.648757e-01
#> mwinilunga     7.367114e+01 1.689631e+06 9.767735e-02 6.581833e+01 6.711578e+01
#> nakonde        7.382319e+01 3.810173e-02 2.374215e+06 5.290416e-05 1.537297e-02
#> nalolo         2.051963e-02 2.388176e+01 4.921057e-05 7.172455e+05 4.816759e+01
#> namwala        4.532352e-01 7.667402e+00 4.502260e-03 1.516558e+01 1.448370e+06
#> nchelenge      1.151245e+04 1.696687e+01 1.829949e+02 7.506680e-03 3.369384e-01
#> ndola          5.185666e+02 4.875630e+01 5.544510e+00 3.964264e-01 1.078156e+02
#> ngabwe         8.588724e+00 2.387585e+01 5.857018e-02 1.043792e+00 2.795404e+02
#> nkeyema        7.216769e-01 1.491951e+02 2.279861e-03 2.100301e+02 9.116993e+02
#> nsama          4.487559e+02 3.261760e-01 4.521966e+02 1.783531e-04 1.462125e-02
#> nyimba         1.120823e+01 4.086314e-01 3.449083e+00 1.855423e-02 2.356770e+01
#> pemba          4.605476e-02 3.833625e-01 8.736527e-04 1.244871e+00 1.304152e+03
#> petauke        3.493326e+01 5.166823e-01 3.550439e+01 1.646178e-02 2.043750e+01
#> rufunsa        1.426840e+00 3.376441e-01 1.163280e-01 4.533774e-02 6.874753e+01
#> samfya         1.614105e+03 4.740549e+00 5.884288e+01 1.350933e-02 3.306796e+00
#> senanga        5.465355e-02 3.210342e+01 1.667529e-04 6.876283e+03 2.749888e+02
#> serenje        7.408376e+01 1.178482e+00 1.543634e+01 1.913524e-02 1.514784e+01
#> sesheke        1.489221e-02 5.415917e+00 6.295475e-05 1.941795e+03 2.463894e+02
#> shang'ombo     7.094304e-03 8.299620e+00 1.803977e-05 7.963320e+03 2.724402e+01
#> shibuyunji     4.227195e-01 1.484486e+00 6.532987e-03 5.965992e-01 8.210833e+02
#> shiwamg'andu   9.520239e+01 7.800846e-02 1.868277e+03 2.111421e-04 8.471543e-02
#> siavonga       1.406641e-01 2.701960e-01 5.625975e-03 2.828792e-01 4.632678e+02
#> sikongo        1.640268e-02 3.480876e+01 3.115925e-05 5.872171e+03 1.434284e+01
#> sinazongwe     7.062046e-02 7.401124e-01 1.544183e-03 5.715189e+00 2.514201e+03
#> sinda          4.605750e+00 6.387076e-02 7.677231e+00 2.388235e-03 3.240744e+00
#> sioma          1.370285e-02 9.530174e+00 4.396355e-05 7.487156e+03 1.131279e+02
#> solwezi        3.371166e+02 3.913406e+03 6.486215e-01 9.653202e+00 2.092283e+02
#> vubwi          5.127717e-01 3.248486e-03 4.833218e+00 9.479938e-05 1.306342e-01
#> zambezi        6.588662e-01 2.144498e+03 9.877119e-04 1.059022e+03 3.755106e+01
#> zimba          4.037839e-02 9.509191e-01 6.199317e-04 1.817144e+01 2.225815e+03
#>                   nchelenge        ndola       ngabwe      nkeyema        nsama
#> chadiza        5.935591e-01 6.092661e+01 1.457392e+00 1.745196e-02 3.004836e-01
#> chama          5.724814e+01 1.103588e+02 9.924241e-01 9.746714e-03 8.808209e+01
#> chavuma        1.205632e-01 3.832493e+00 3.474806e+00 7.958841e+01 3.100343e-03
#> chembe         2.350918e+02 5.291292e+03 5.444246e+01 9.341334e-01 1.687845e+01
#> chibombo       1.794151e+00 3.424679e+03 4.077905e+03 1.381699e+02 1.228314e-01
#> chiengi        4.006650e+04 1.308780e+02 1.572316e+00 5.109294e-02 8.122756e+03
#> chikankanta    3.482840e-02 7.659197e+01 5.862469e+01 6.721225e+00 3.056582e-03
#> chilanga       1.940559e-01 4.189496e+02 3.458257e+02 2.273557e+01 1.563925e-02
#> chililabombwe  6.925131e+01 1.156662e+04 3.520372e+02 8.024299e+00 3.485089e+00
#> chilubi        8.710807e+02 1.343467e+03 1.034692e+01 1.313597e-01 3.017516e+02
#> chingola       1.308184e+02 2.714520e+04 1.165283e+03 2.837367e+01 6.372938e+00
#> chinsali       1.045879e+02 4.740605e+01 3.729484e-01 4.109334e-03 2.104143e+02
#> chipata        3.757673e+00 2.621955e+02 5.379528e+00 6.063526e-02 2.151355e+00
#> chipili        2.401053e+03 3.992042e+02 4.064979e+00 8.696439e-02 2.139424e+02
#> chirundu       3.835701e-02 8.306100e+01 4.400859e+01 3.635746e+00 3.899692e-03
#> chisamba       3.857958e-01 8.457716e+02 2.950086e+02 6.319414e+00 3.545487e-02
#> chitambo       4.311218e+01 4.324071e+03 5.129041e+01 4.926608e-01 1.150397e+01
#> choma          5.954028e-02 1.095640e+02 1.715381e+02 1.878805e+02 3.919713e-03
#> chongwe        2.675069e-01 5.828114e+02 2.530039e+02 9.503330e+00 2.580996e-02
#> gwembe         2.521753e-02 5.465299e+01 5.348316e+01 1.514589e+01 2.096623e-03
#> ikelenge       1.885521e+01 8.513171e+01 2.254473e+01 4.149006e+01 4.677537e-01
#> isoka          4.380511e+01 1.472857e+01 1.168999e-01 1.268470e-03 1.184386e+02
#> itezhi-tezhi   1.520730e-01 1.614797e+02 3.587987e+02 1.782219e+03 7.390282e-03
#> kabompo        5.635518e-01 4.159494e+01 4.211987e+01 7.101280e+02 1.595464e-02
#> kabwe          2.883518e+00 6.339746e+03 2.123285e+03 3.116990e+01 2.409940e-01
#> kafue          8.636867e-02 1.881661e+02 9.340059e+01 5.175818e+00 8.458807e-03
#> kalabo         3.150470e-02 3.689154e+00 5.587881e+00 2.915388e+02 9.002752e-04
#> kalomo         5.145227e-02 8.266383e+01 1.509009e+02 3.741727e+02 3.044179e-03
#> kalulushi      3.019561e+01 1.610061e+04 5.462876e+02 9.241652e+00 1.708819e+00
#> kalumbila      2.890515e+01 1.021640e+03 3.673561e+02 2.919707e+02 8.297865e-01
#> kanchibiya     2.416071e+02 1.164652e+03 9.427442e+00 9.918408e-02 1.219516e+02
#> kaoma          3.785972e-01 8.694595e+01 1.420790e+02 6.692130e+03 1.241585e-02
#> kapiri mposhi  7.639722e+00 1.672744e+04 2.522976e+03 2.849168e+01 6.784881e-01
#> kaputa         1.227721e+04 6.446113e+01 6.755334e-01 1.785597e-02 9.904211e+03
#> kasama         2.662432e+03 8.952085e+02 6.881975e+00 8.798451e-02 2.788894e+03
#> kasempa        6.922524e+00 2.361021e+03 2.651480e+03 1.157837e+03 2.694857e-01
#> katete         1.565706e+00 2.056432e+02 4.990021e+00 5.893146e-02 6.800482e-01
#> kawambwa       1.817989e+04 4.330723e+02 4.404529e+00 1.012356e-01 2.489285e+03
#> kazungula      2.172367e-02 2.739004e+01 5.715000e+01 4.613836e+02 1.112856e-03
#> kitwe          2.043282e+02 1.814691e+05 2.784219e+03 3.743273e+01 1.356927e+01
#> lavushimanda   2.667199e+01 9.808411e+02 1.015860e+01 9.786436e-02 9.672804e+00
#> limulunga      2.533752e-02 4.726449e+00 7.945727e+00 4.527127e+02 7.810947e-04
#> livingstone    1.144738e-02 1.735677e+01 3.287825e+01 1.816693e+02 6.472827e-04
#> luampa         1.100764e-01 5.066459e+01 1.047031e+02 5.702565e+03 4.117416e-03
#> luangwa        1.836830e-01 2.467464e+02 3.170700e+01 7.641806e-01 2.938077e-02
#> luano          9.745740e-01 1.353532e+03 9.586180e+01 1.275085e+00 1.334022e-01
#> luanshya       2.162185e+01 4.190154e+04 6.631179e+02 7.385204e+00 1.590074e+00
#> lufwanyama     1.950784e+01 8.867096e+03 1.106950e+03 2.635294e+01 9.548612e-01
#> lukulu         1.771777e-01 2.452543e+01 3.457321e+01 1.342838e+03 5.329430e-03
#> lundazi        1.436234e+01 1.415306e+02 1.731446e+00 1.687047e-02 1.555589e+01
#> lunga          1.547970e+02 1.036686e+03 7.963181e+00 9.355589e-02 3.788604e+01
#> lunte district 2.060100e+03 1.372096e+02 1.127892e+00 1.834775e-02 2.268291e+03
#> lusaka         7.211502e+00 1.586811e+04 1.013356e+04 5.170668e+02 6.255755e-01
#> luwingu        1.735856e+03 6.313401e+02 4.992548e+00 7.134562e-02 8.032843e+02
#> mafinga        2.400384e+01 1.467527e+01 1.228243e-01 1.252119e-03 5.954316e+01
#> mambwe         4.277103e+00 2.645493e+02 4.384879e+00 4.513150e-02 2.142099e+00
#> mansa          4.530189e+03 1.313958e+04 1.292939e+02 2.370826e+00 3.680149e+02
#> manyinga       2.490635e+00 1.192636e+02 8.765634e+01 6.004640e+02 6.885605e-02
#> masaiti        1.180715e+01 2.534951e+04 6.069324e+02 5.918114e+00 1.014696e+00
#> mazabuka       1.278446e-01 2.633343e+02 3.026644e+02 5.288636e+01 9.517982e-03
#> mbala          1.052197e+03 4.028366e+01 3.189442e-01 4.866844e-03 4.232045e+03
#> milengi        2.007072e+02 7.227508e+03 5.771611e+01 7.607496e-01 2.146319e+01
#> mitete         2.871213e-02 2.232666e+00 2.833472e+00 1.108977e+02 7.904587e-04
#> mkushi         1.861474e+01 2.070394e+04 5.959093e+02 6.017400e+00 2.464183e+00
#> mongu          5.814179e-02 1.528164e+01 2.863292e+01 1.762655e+03 1.893178e-03
#> monze          1.107013e-01 2.184029e+02 2.940350e+02 1.111182e+02 7.819231e-03
#> mpika          1.100871e+02 9.860405e+02 9.624609e+00 9.302480e-02 7.887057e+01
#> mpongwe        1.070606e+01 1.404437e+04 4.400726e+03 4.994533e+01 6.359576e-01
#> mporokoso      4.324511e+03 7.490898e+01 6.964807e-01 1.452067e-02 3.231307e+03
#> mpulungu       2.926206e+03 6.567769e+01 5.489193e-01 9.655679e-03 1.175408e+04
#> mufulira       6.969197e+01 2.827602e+04 4.229747e+02 6.493701e+00 4.406470e+00
#> mufumbwe       2.552169e+00 4.892080e+02 5.926096e+02 3.776918e+03 8.509578e-02
#> mulobezi       1.420223e-02 9.686464e+00 2.168181e+01 6.869635e+02 5.791588e-04
#> mumbwa         1.764243e+00 1.860082e+03 4.182105e+03 2.983101e+03 8.783054e-02
#> mungwi         5.399349e+02 9.908142e+01 7.604812e-01 9.407478e-03 1.260154e+03
#> mwandi         4.009681e-03 3.537903e+00 7.910441e+00 1.721648e+02 1.756206e-04
#> mwansabombwe   1.324626e+04 3.460282e+02 4.286821e+00 1.244917e-01 5.541624e+02
#> mwense         8.100005e+03 1.767385e+03 2.135443e+01 5.479837e-01 4.246911e+02
#> mwinilunga     4.908489e+01 6.832598e+02 2.440882e+02 4.658091e+02 1.269240e+00
#> nakonde        2.065076e+02 3.030883e+01 2.335690e-01 2.776596e-03 6.863881e+02
#> nalolo         7.879769e-03 2.015752e+00 3.871875e+00 2.379329e+02 2.518208e-04
#> namwala        1.113577e-01 1.726077e+02 3.264797e+02 3.251837e+02 6.499798e-03
#> nchelenge      2.348185e+06 5.744642e+02 7.429685e+00 2.478649e-01 4.830037e+03
#> ndola          1.185916e+02 6.556765e+06 2.005945e+03 2.225762e+01 9.339559e+00
#> ngabwe         2.102464e+00 2.749706e+03 7.070616e+05 5.942906e+01 1.199046e-01
#> nkeyema        2.296718e-01 9.990340e+01 1.945957e+02 5.301749e+05 8.656464e-03
#> nsama          3.590914e+03 3.363488e+01 3.150158e-01 6.945482e-03 7.202300e+05
#> nyimba         3.125568e+00 1.787775e+03 7.059123e+01 9.049857e-01 6.796726e-01
#> pemba          1.076384e-02 2.158792e+01 2.858160e+01 1.676066e+01 7.768620e-04
#> petauke        1.162485e+01 2.675539e+03 7.059229e+01 8.265554e-01 3.717943e+00
#> rufunsa        3.392092e-01 5.629770e+02 8.576242e+01 1.873192e+00 4.506935e-02
#> samfya         4.812161e+02 7.690536e+03 5.918876e+01 7.248003e-01 7.517492e+01
#> senanga        1.855000e-02 7.542220e+00 1.583383e+01 8.693224e+02 6.558523e-04
#> serenje        2.139316e+01 6.317033e+03 1.077658e+02 1.063925e+00 4.550662e+00
#> sesheke        4.572492e-03 2.962794e+00 6.651322e+00 2.373401e+02 1.799178e-04
#> shang'ombo     2.679948e-03 7.752364e-01 1.565820e+00 9.301940e+01 8.658535e-05
#> shibuyunji     9.849243e-02 1.972589e+02 2.336011e+02 2.206689e+01 7.058768e-03
#> shiwamg'andu   9.740115e+01 1.379430e+02 1.114390e+00 1.175756e-02 1.074853e+02
#> siavonga       3.216547e-02 7.070579e+01 4.704926e+01 6.115719e+00 3.085938e-03
#> sikongo        7.374309e-03 1.053210e+00 1.754777e+00 1.026112e+02 2.141281e-04
#> sinazongwe     1.647183e-02 3.351410e+01 4.387989e+01 4.183717e+01 1.216674e-03
#> sinda          1.611973e+00 3.279111e+02 9.307925e+00 1.154459e-01 5.856053e-01
#> sioma          4.653842e-03 2.035469e+00 4.411905e+00 2.219263e+02 1.643853e-04
#> solwezi        1.199340e+02 9.960262e+03 2.347159e+03 3.380703e+02 4.118870e+00
#> vubwi          2.358276e-01 1.741330e+01 3.909786e-01 4.627774e-03 1.412242e-01
#> zambezi        3.628202e-01 1.919369e+01 1.974432e+01 4.919107e+02 9.744980e-03
#> zimba          9.700889e-03 1.739513e+01 2.842090e+01 6.880972e+01 6.229201e-04
#>                      nyimba        pemba      petauke      rufunsa       samfya
#> chadiza        6.512624e+02 3.153488e-01 9.381841e+03 3.952529e+01 2.584875e+01
#> chama          8.021033e+01 3.482251e-02 9.213960e+02 4.511445e+00 2.926303e+02
#> chavuma        1.767136e-02 4.440441e-01 1.634311e-02 5.234988e-02 8.581162e-02
#> chembe         2.666768e+01 3.835392e-01 5.578357e+01 9.077069e+00 1.984156e+03
#> chibombo       1.578053e+02 3.846600e+02 1.260703e+02 6.330659e+02 4.095039e+01
#> chiengi        1.480903e+00 9.678785e-03 5.672125e+00 2.757009e-01 2.517571e+02
#> chikankanta    2.649480e+01 3.682610e+02 2.129869e+01 1.722937e+02 1.234863e+00
#> chilanga       6.790441e+01 3.440400e+02 5.260580e+01 3.956238e+02 6.019509e+00
#> chililabombwe  2.576120e+01 1.975504e+00 3.649630e+01 1.877502e+01 4.284681e+02
#> chilubi        6.322105e+01 1.234112e-01 2.833457e+02 7.801888e+00 5.504817e+03
#> chingola       6.072527e+01 6.392027e+00 8.131867e+01 5.048571e+01 7.954140e+02
#> chinsali       1.177932e+01 7.494535e-03 1.060933e+02 7.979152e-01 1.747902e+02
#> chipata        2.170799e+03 9.311861e-01 3.315562e+04 1.221773e+02 1.422122e+02
#> chipili        4.250173e+00 2.825731e-02 1.361823e+01 8.858700e-01 7.539212e+02
#> chirundu       5.654481e+01 2.435568e+02 4.766682e+01 3.517881e+02 1.628821e+00
#> chisamba       1.368883e+02 5.061005e+01 1.071651e+02 5.645492e+02 1.426982e+01
#> chitambo       2.194410e+03 1.829165e+00 8.992476e+03 1.947809e+02 2.513960e+03
#> choma          1.760687e+01 1.083010e+04 1.404935e+01 1.142677e+02 1.370798e+00
#> chongwe        1.961954e+02 1.828435e+02 1.526852e+02 1.186576e+03 1.062930e+01
#> gwembe         2.004704e+01 2.227781e+03 1.668860e+01 1.281780e+02 8.369462e-01
#> ikelenge       2.068980e-01 3.801791e-01 2.525832e-01 2.983748e-01 4.385044e+00
#> isoka          4.815507e+00 2.612160e-03 4.902602e+01 2.999329e-01 5.357344e+01
#> itezhi-tezhi   6.106807e+00 8.396848e+02 4.744567e+00 3.326265e+01 1.776239e+00
#> kabompo        2.138286e-01 3.847980e+00 1.954471e-01 6.298163e-01 7.829297e-01
#> kabwe          4.027255e+02 1.161283e+02 3.320057e+02 1.137908e+03 9.151620e+01
#> kafue          8.660139e+01 1.763020e+02 6.907869e+01 5.624631e+02 3.505765e+00
#> kalabo         3.264480e-02 2.801907e+00 2.706812e-02 1.348354e-01 5.625960e-02
#> kalomo         9.627995e+00 5.537483e+03 7.605017e+00 6.200994e+01 9.739570e-01
#> kalulushi      3.716154e+01 3.239326e+00 4.782375e+01 3.136461e+01 3.116465e+02
#> kalumbila      2.902941e+00 5.009035e+00 3.224069e+00 4.782360e+00 3.017902e+01
#> kanchibiya     1.933035e+02 1.832172e-01 1.159100e+03 1.680259e+01 3.519408e+03
#> kaoma          8.255440e-01 3.886995e+01 6.892983e-01 3.218836e+00 1.194890e+00
#> kapiri mposhi  8.371585e+02 8.622261e+01 7.372498e+02 1.526979e+03 2.629851e+02
#> kaputa         1.026186e+00 4.555705e-03 4.399262e+00 1.630140e-01 1.575794e+02
#> kasama         7.157006e+01 8.962444e-02 4.357338e+02 6.819640e+00 3.663665e+03
#> kasempa        1.374880e+01 5.212993e+01 1.275744e+01 3.446267e+01 3.335824e+01
#> katete         2.175986e+03 9.502071e-01 3.211975e+04 1.250512e+02 7.622253e+01
#> kawambwa       5.781213e+00 3.055571e-02 2.139520e+01 1.043262e+00 9.788543e+02
#> kazungula      2.223642e+00 1.230674e+03 1.743156e+00 1.416189e+01 3.071068e-01
#> kitwe          4.030306e+02 1.960233e+01 5.432400e+02 2.826903e+02 3.185350e+03
#> lavushimanda   4.892054e+02 3.348585e-01 2.895820e+03 3.709808e+01 1.117882e+03
#> limulunga      4.977837e-02 4.433468e+00 4.072452e-02 2.136324e-01 6.567734e-02
#> livingstone    2.387266e+00 1.574528e+03 1.933152e+00 1.552232e+01 2.034876e-01
#> luampa         8.618947e-01 8.853957e+01 6.858743e-01 4.081590e+00 6.002568e-01
#> luangwa        1.089715e+03 2.526260e+01 1.045413e+03 2.057858e+03 1.114022e+01
#> luano          1.184148e+03 1.164457e+01 9.572867e+02 1.143002e+03 5.465554e+01
#> luanshya       1.176287e+02 5.643359e+00 1.462544e+02 9.115588e+01 4.645373e+02
#> lufwanyama     2.545923e+01 5.967006e+00 2.924170e+01 3.035182e+01 1.482026e+02
#> lukulu         1.868117e-01 7.862479e+00 1.594667e-01 6.831326e-01 3.769616e-01
#> lundazi        3.656108e+02 1.326521e-01 5.304749e+03 1.871020e+01 2.036049e+02
#> lunga          4.790231e+01 1.032838e-01 1.853105e+02 6.482645e+00 4.007528e+03
#> lunte district 5.018779e+00 1.061865e-02 2.567762e+01 6.000650e-01 5.071369e+02
#> lusaka         3.447571e+03 8.987282e+03 2.674751e+03 2.044218e+04 2.491074e+02
#> luwingu        2.444274e+01 5.194588e-02 1.146043e+02 3.040831e+00 2.477825e+03
#> mafinga        8.050530e+00 3.616591e-03 9.275503e+01 4.581489e-01 4.728803e+01
#> mambwe         1.193855e+03 4.331674e-01 1.692239e+04 6.109516e+01 1.684495e+02
#> mansa          1.042486e+02 9.297247e-01 2.717205e+02 2.673871e+01 1.565907e+04
#> manyinga       4.725522e-01 3.940848e+00 4.612483e-01 1.145048e+00 2.678396e+00
#> masaiti        2.175944e+02 7.878006e+00 2.511989e+02 1.739752e+02 3.637696e+02
#> mazabuka       4.195686e+01 1.433810e+03 3.272717e+01 2.619965e+02 3.539581e+00
#> mbala          2.836871e+00 3.514405e-03 1.952566e+01 2.571362e-01 1.609866e+02
#> milengi        7.524118e+01 5.346723e-01 1.767360e+02 1.933628e+01 5.994471e+03
#> mitete         1.497716e-02 7.486676e-01 1.291045e-02 5.422046e-02 3.847451e-02
#> mkushi         3.802331e+03 2.404459e+01 4.290863e+03 1.623281e+03 1.025532e+03
#> mongu          2.077371e-01 2.615153e+01 1.663850e-01 9.708723e-01 1.965606e-01
#> monze          3.486256e+01 5.349526e+03 2.741978e+01 2.230639e+02 2.835991e+00
#> mpika          7.284830e+02 3.522683e-01 6.992839e+03 4.394171e+01 1.866627e+03
#> mpongwe        8.705803e+01 2.672577e+01 8.678934e+01 1.402236e+02 1.576228e+02
#> mporokoso      1.549832e+00 5.300167e-03 6.874159e+00 2.263037e-01 2.183172e+02
#> mpulungu       2.768095e+00 5.046760e-03 1.614668e+01 2.993759e-01 2.412953e+02
#> mufulira       6.545985e+01 2.797923e+00 9.518123e+01 4.079857e+01 8.672154e+02
#> mufumbwe       3.009129e+00 3.495080e+01 2.704665e+00 8.879601e+00 7.511709e+00
#> mulobezi       2.999159e-01 7.887284e+01 2.326960e-01 1.682875e+00 1.080981e-01
#> mumbwa         4.319046e+01 9.849202e+02 3.456467e+01 1.885808e+02 2.049777e+01
#> mungwi         1.305966e+01 1.138594e-02 1.006336e+02 1.024754e+00 4.010512e+02
#> mwandi         1.829463e-01 8.719444e+01 1.420817e-01 1.130234e+00 3.891284e-02
#> mwansabombwe   2.772927e+00 2.628243e-02 8.564507e+00 6.461650e-01 4.881141e+02
#> mwense         1.239506e+01 1.336275e-01 3.449628e+01 3.194529e+00 2.056393e+03
#> mwinilunga     1.858113e+00 4.573615e+00 2.097903e+00 3.108273e+00 2.483314e+01
#> nakonde        6.117796e+00 4.065740e-03 5.623344e+01 4.177294e-01 1.202397e+02
#> nalolo         3.061279e-02 5.388820e+00 2.425259e-02 1.514396e-01 2.567771e-02
#> namwala        1.224281e+01 1.777468e+03 9.480109e+00 7.230041e+01 1.978946e+00
#> nchelenge      4.912735e+00 4.438857e-02 1.631560e+01 1.079398e+00 8.713588e+02
#> ndola          5.800937e+02 1.837831e+01 7.752076e+02 3.698244e+02 2.874780e+03
#> ngabwe         3.139810e+01 3.335404e+01 2.803698e+01 7.722700e+01 3.032874e+01
#> nkeyema        1.318040e+00 6.404533e+01 1.074930e+00 5.523177e+00 1.216096e+00
#> nsama          7.942343e-01 2.381783e-03 3.879475e+00 1.066227e-01 1.012009e+02
#> nyimba         1.152080e+06 1.228799e+01 2.621945e+04 1.733215e+03 2.046504e+02
#> pemba          4.683509e+00 5.256424e+05 3.781665e+00 3.045342e+01 2.890371e-01
#> petauke        2.936312e+04 1.111146e+01 4.501180e+06 1.547907e+03 6.817857e+02
#> rufunsa        8.561166e+02 3.946625e+01 6.827261e+02 6.299135e+05 1.848644e+01
#> samfya         1.776438e+02 6.582645e-01 5.284534e+02 3.248705e+01 1.196796e+06
#> senanga        1.539647e-01 3.250189e+01 1.205430e-01 8.076735e-01 8.922221e-02
#> serenje        5.581157e+03 5.288226e+00 1.346042e+04 5.826068e+02 1.395519e+03
#> sesheke        1.129798e-01 4.770438e+01 8.748661e-02 6.779727e-01 3.296089e-02
#> shang'ombo     1.453776e-02 3.692691e+00 1.137220e-02 7.730355e-02 9.540437e-03
#> shibuyunji     1.920048e+01 1.961370e+02 1.487246e+01 1.054950e+02 2.517646e+00
#> shiwamg'andu   3.593251e+01 2.409305e-02 2.949417e+02 2.537630e+00 4.578343e+02
#> siavonga       4.206347e+01 5.992947e+02 3.583620e+01 2.601121e+02 1.279992e+00
#> sikongo        1.136982e-02 1.459753e+00 9.214516e-03 5.132115e-02 1.508361e-02
#> sinazongwe     1.015034e+01 4.716588e+03 8.592376e+00 6.429777e+01 4.644123e-01
#> sinda          4.320502e+03 1.987209e+00 5.554163e+04 2.596889e+02 8.942088e+01
#> sioma          5.391316e-02 1.819589e+01 4.180832e-02 3.070033e-01 2.353629e-02
#> solwezi        2.672244e+01 1.762113e+01 3.084043e+01 3.676848e+01 2.639079e+02
#> vubwi          1.724614e+02 8.628803e-02 2.513132e+03 1.056255e+01 8.847111e+00
#> zambezi        1.002396e-01 2.716249e+00 9.059484e-02 3.125674e-01 3.784790e-01
#> zimba          3.478145e+00 2.181094e+03 2.874093e+00 2.246230e+01 2.180485e-01
#>                     senanga      serenje      sesheke   shang'ombo   shibuyunji
#> chadiza        1.745115e-03 3.858022e+02 8.485087e-04 1.058008e-04 2.059081e+00
#> chama          6.569360e-04 2.570212e+02 1.953774e-04 4.157646e-05 4.299873e-01
#> chavuma        1.540986e+02 3.533395e-02 1.653942e+01 9.095941e+01 1.299119e+00
#> chembe         5.729011e-02 1.613348e+02 1.124276e-02 4.203715e-03 7.162462e+00
#> chibombo       1.320705e+01 1.506019e+02 4.770014e+00 7.982808e-01 7.076518e+03
#> chiengi        3.513126e-03 1.066561e+01 5.281317e-04 3.306193e-04 1.805680e-01
#> chikankanta    1.424351e+00 1.133137e+01 9.525964e-01 9.267618e-02 8.313950e+02
#> chilanga       3.252228e+00 4.019336e+01 1.636179e+00 2.000511e-01 3.773142e+03
#> chililabombwe  4.934015e-01 1.058460e+02 9.283609e-02 3.655952e-02 3.562787e+01
#> chilubi        8.093068e-03 4.406027e+02 1.792627e-03 5.649719e-04 2.127014e+00
#> chingola       1.744924e+00 2.308905e+02 3.269964e-01 1.291845e-01 1.134087e+02
#> chinsali       2.583688e-04 5.417553e+01 6.431231e-05 1.731512e-05 1.102572e-01
#> chipata        5.732298e-03 1.660560e+03 2.644714e-03 3.465582e-04 6.601279e+00
#> chipili        5.459615e-03 3.028860e+01 9.613853e-04 4.378660e-04 5.271038e-01
#> chirundu       7.734653e-01 1.969980e+01 5.494789e-01 5.093499e-02 5.118797e+02
#> chisamba       6.610670e-01 9.952683e+01 2.780984e-01 3.996088e-02 7.035856e+02
#> chitambo       3.540790e-02 1.343732e+04 1.121318e-02 2.193108e-03 2.459855e+01
#> choma          1.028769e+02 8.547273e+00 9.763048e+01 7.708711e+00 1.994725e+03
#> chongwe        1.285686e+00 9.870203e+01 6.616472e-01 7.907918e-02 1.524423e+03
#> gwembe         5.301222e+00 7.776215e+00 4.690877e+00 3.792525e-01 8.384128e+02
#> ikelenge       9.795221e+00 7.089323e-01 9.742157e-01 2.076625e+00 3.072367e+00
#> isoka          8.007060e-05 1.962990e+01 2.033745e-05 5.338040e-06 3.687702e-02
#> itezhi-tezhi   4.920169e+02 4.976681e+00 2.066626e+02 3.024967e+01 1.148119e+03
#> kabompo        3.269453e+02 4.071235e-01 3.221116e+01 6.072282e+01 1.460918e+01
#> kabwe          2.737731e+00 4.225661e+02 9.783901e-01 1.657982e-01 2.005833e+03
#> kafue          8.513742e-01 3.657189e+01 5.034695e-01 5.362904e-02 8.486926e+02
#> kalabo         2.373104e+03 4.530796e-02 3.080186e+02 1.972582e+03 4.353183e+00
#> kalomo         3.111332e+02 5.085391e+00 3.234849e+02 2.462606e+01 1.347083e+03
#> kalulushi      5.676197e-01 1.320507e+02 1.170274e-01 3.981975e-02 5.925832e+01
#> kalumbila      2.997334e+01 8.399607e+00 3.584970e+00 3.427613e+00 4.778457e+01
#> kanchibiya     6.358580e-03 1.146137e+03 1.647162e-03 4.166460e-04 2.805627e+00
#> kaoma          2.967958e+03 1.148343e+00 3.277504e+02 3.025545e+02 9.641278e+01
#> kapiri mposhi  2.295903e+00 1.114822e+03 7.668115e-01 1.399395e-01 1.477037e+03
#> kaputa         1.178490e-03 7.341097e+00 1.877182e-04 1.047432e-04 8.498690e-02
#> kasama         5.409693e-03 4.458692e+02 1.189775e-03 3.813901e-04 1.497895e+00
#> kasempa        7.227638e+01 2.606822e+01 1.231033e+01 5.395640e+00 4.893414e+02
#> katete         5.752131e-03 1.291658e+03 2.700712e-03 3.481299e-04 6.697113e+00
#> kawambwa       6.454293e-03 4.163457e+01 1.095206e-03 5.368123e-04 5.696326e-01
#> kazungula      1.109598e+03 1.283545e+00 1.605077e+03 1.079216e+02 3.586192e+02
#> kitwe          2.323556e+00 1.524365e+03 5.126787e-01 1.583894e-01 3.657538e+02
#> lavushimanda   6.839049e-03 2.516069e+03 2.095142e-03 4.270373e-04 4.501234e+00
#> limulunga      2.541176e+03 6.424965e-02 2.565249e+02 6.424016e+02 6.996353e+00
#> livingstone    5.487906e+02 1.128850e+00 1.223787e+03 7.032624e+01 2.843926e+02
#> luampa         3.581617e+03 9.256177e-01 6.019854e+02 2.307364e+02 1.387492e+02
#> luangwa        1.066188e-01 2.460683e+02 6.245782e-02 6.653490e-03 1.221189e+02
#> luano          1.211097e-01 7.815905e+02 5.021664e-02 7.313908e-03 1.285894e+02
#> luanshya       4.719089e-01 3.860853e+02 1.136919e-01 3.103226e-02 1.052877e+02
#> lufwanyama     1.614994e+00 7.524708e+01 3.171290e-01 1.152542e-01 1.018949e+02
#> lukulu         1.386836e+03 2.862882e-01 1.353051e+02 2.434744e+02 1.969292e+01
#> lundazi        1.310755e-03 6.355904e+02 4.891971e-04 7.975800e-05 1.245700e+00
#> lunga          5.827773e-03 3.418926e+02 1.360773e-03 3.958459e-04 1.762440e+00
#> lunte district 1.129973e-03 3.424476e+01 2.175466e-04 8.606596e-05 1.899266e-01
#> lusaka         7.253428e+01 1.908266e+03 3.702179e+01 4.464248e+00 8.502970e+04
#> luwingu        4.372194e-03 1.696942e+02 9.027831e-04 3.175419e-04 9.160864e-01
#> mafinga        8.144543e-05 2.726352e+01 2.259028e-05 5.269085e-06 4.662622e-02
#> mambwe         3.801221e-03 1.579948e+03 1.525611e-03 2.298790e-04 3.918529e+00
#> mansa          1.460983e-01 7.065747e+02 2.760239e-02 1.105432e-02 1.733535e+01
#> manyinga       1.518696e+02 1.060574e+00 1.545931e+01 2.501177e+01 2.090267e+01
#> masaiti        4.009292e-01 6.037921e+02 1.086999e-01 2.543624e-02 1.433090e+02
#> mazabuka       1.044350e+01 2.286563e+01 6.158310e+00 6.630212e-01 4.693137e+03
#> mbala          2.991840e-04 1.699882e+01 5.887667e-05 2.266373e-05 6.039438e-02
#> milengi        4.690489e-02 4.913518e+02 1.025001e-02 3.257603e-03 9.771473e+00
#> mitete         3.827435e+02 2.411899e-02 4.208527e+01 2.125883e+02 1.591464e+00
#> mkushi         4.684340e-01 8.187131e+03 1.580608e-01 2.861499e-02 3.485789e+02
#> mongu          1.904705e+04 2.382677e-01 1.892688e+03 3.126838e+03 3.309507e+01
#> monze          3.082825e+01 1.802567e+01 2.131693e+01 2.046143e+00 4.056225e+03
#> mpika          6.450384e-03 2.638595e+03 1.987327e-03 4.035274e-04 4.425380e+00
#> mpongwe        3.235115e+00 1.862223e+02 7.782109e-01 2.106857e-01 4.809810e+02
#> mporokoso      9.177308e-04 1.100720e+01 1.594879e-04 7.529232e-05 9.791300e-02
#> mpulungu       6.002404e-04 1.813184e+01 1.105266e-04 4.746177e-05 9.026718e-02
#> mufulira       3.991523e-01 2.765664e+02 8.356393e-02 2.794258e-02 5.210230e+01
#> mufumbwe       3.495134e+02 5.336374e+00 4.552911e+01 3.189273e+01 1.868182e+02
#> mulobezi       3.006613e+03 2.474347e-01 1.368135e+03 2.070462e+02 5.699852e+01
#> mumbwa         2.803258e+02 4.529943e+01 8.317738e+01 1.706879e+01 5.559098e+03
#> mungwi         5.793975e-04 7.051658e+01 1.302633e-04 4.060753e-05 1.819915e-01
#> mwandi         1.621298e+03 1.212897e-01 3.631565e+03 2.251237e+02 3.314791e+01
#> mwansabombwe   8.194660e-03 1.958045e+01 1.306852e-03 7.165317e-04 4.897204e-01
#> mwense         3.507624e-02 8.542301e+01 5.877428e-03 2.916345e-03 2.492131e+00
#> mwinilunga     8.471778e+01 5.587319e+00 8.788787e+00 1.402865e+01 3.598515e+01
#> nakonde        1.716514e-04 2.854800e+01 3.985072e-05 1.189432e-05 6.177459e-02
#> nalolo         6.584100e+03 3.291803e-02 1.143352e+03 4.883952e+03 5.247462e+00
#> namwala        8.290139e+01 8.204552e+00 4.567753e+01 5.260810e+00 2.273830e+03
#> nchelenge      1.692080e-02 3.505980e+01 2.564861e-03 1.565806e-03 8.252849e-01
#> ndola          1.420258e+00 2.137167e+03 3.430862e-01 9.350542e-02 3.412155e+02
#> ngabwe         4.087157e+00 4.997738e+01 1.055789e+00 2.588878e-01 5.539037e+02
#> nkeyema        7.347686e+02 1.615616e+00 1.233601e+02 5.035908e+01 1.713306e+02
#> nsama          4.447722e-04 5.544514e+00 7.503079e-05 3.761063e-05 4.397284e-02
#> nyimba         8.935191e-02 5.819213e+03 4.031970e-02 5.403993e-03 1.023573e+02
#> pemba          7.189223e+00 2.101554e+00 6.488813e+00 5.231796e-01 3.985262e+02
#> petauke        7.834360e-02 1.571728e+04 3.496525e-02 4.734131e-03 8.879083e+01
#> rufunsa        2.315256e-01 3.000516e+02 1.195113e-01 1.419375e-02 2.777915e+02
#> samfya         4.494622e-02 1.263029e+03 1.021064e-02 3.078385e-03 1.165034e+01
#> senanga        9.359380e+05 1.475312e-01 3.875935e+03 2.413369e+03 2.801146e+01
#> serenje        8.211576e-02 1.294953e+06 2.834472e-02 5.015032e-03 6.685190e+01
#> sesheke        6.302935e+03 8.281246e-02 6.255248e+05 1.757459e+03 2.129457e+01
#> shang'ombo     3.767812e+03 1.406684e-02 1.687270e+03 5.406550e+05 2.671828e+00
#> shibuyunji     3.049382e+00 1.307516e+01 1.425537e+00 1.863026e-01 8.517155e+05
#> shiwamg'andu   7.516741e-04 1.733831e+02 1.956451e-04 4.938258e-05 3.514256e-01
#> siavonga       1.602286e+00 1.464074e+01 1.273210e+00 1.095024e-01 6.596392e+02
#> sikongo        1.687249e+03 1.420424e-02 3.121967e+02 3.086567e+03 1.736794e+00
#> sinazongwe     3.304403e+01 3.902991e+00 4.388242e+01 2.893165e+00 6.120580e+02
#> sinda          1.164436e-02 1.927812e+03 5.586897e-03 7.058183e-04 1.370582e+01
#> sioma          1.000771e+04 4.528644e-02 1.040973e+04 1.025082e+04 1.026991e+01
#> solwezi        2.344222e+01 8.167483e+01 3.478482e+00 2.042986e+00 2.319937e+02
#> vubwi          4.623911e-04 1.108000e+02 2.270112e-04 2.804235e-05 5.467450e-01
#> zambezi        7.011926e+02 1.868481e-01 7.011178e+01 2.640893e+02 7.981821e+00
#> zimba          1.019754e+02 1.484936e+00 1.723127e+02 1.049700e+01 3.169784e+02
#>                shiwamg'andu     siavonga      sikongo   sinazongwe        sinda
#> chadiza        4.238402e+01 3.369463e+00 8.488748e-05 3.624820e-01 7.655598e+03
#> chama          9.978611e+03 2.818760e-01 5.605415e-05 3.059131e-02 3.728830e+02
#> chavuma        1.035813e-03 1.612520e-01 7.203798e+02 5.780939e-01 3.433603e-03
#> chembe         2.545980e+01 1.263754e+00 7.947859e-03 2.656739e-01 1.132073e+01
#> chibombo       8.466080e-01 7.617940e+02 6.812500e-01 2.643171e+02 2.926902e+01
#> chiengi        9.045063e+01 3.173529e-02 9.830644e-04 6.672069e-03 1.337229e+00
#> chikankanta    4.456111e-02 1.701020e+03 4.909753e-02 3.214694e+02 6.078240e+00
#> chilanga       1.730125e-01 1.014130e+03 1.312270e-01 2.507398e+02 1.354359e+01
#> chililabombwe  5.025268e+00 4.640247e+00 6.797924e-02 1.355894e+00 7.248484e+00
#> chilubi        1.530785e+03 6.238428e-01 9.959497e-04 9.071022e-02 6.787433e+01
#> chingola       9.326349e+00 1.405985e+01 2.380276e-01 4.392453e+00 1.617087e+01
#> chinsali       5.820230e+03 5.119220e-02 2.832272e-05 6.034332e-03 3.611744e+01
#> chipata        3.266699e+02 9.754987e+00 2.933775e-04 1.037612e+00 2.390428e+04
#> chipili        5.900733e+01 1.004095e-01 1.004922e-03 1.963435e-02 3.010091e+00
#> chirundu       7.575628e-02 2.499833e+03 2.632260e-02 2.644257e+02 1.444797e+01
#> chisamba       4.380913e-01 2.284131e+02 3.160137e-02 3.808165e+01 2.567287e+01
#> chitambo       4.495684e+02 1.274264e+01 2.561552e-03 1.500892e+00 1.942436e+03
#> choma          3.604221e-02 2.168375e+03 3.022761e+00 1.556646e+04 4.007682e+00
#> chongwe        3.938485e-01 1.053641e+03 5.265190e-02 1.495301e+02 4.012401e+01
#> gwembe         3.028390e-02 3.084920e+03 1.622990e-01 2.589883e+03 5.050471e+00
#> ikelenge       6.783993e-02 2.822075e-01 1.128499e+01 3.311130e-01 5.035062e-02
#> isoka          1.938465e+03 1.889152e-02 8.672922e-06 2.155429e-03 1.841188e+01
#> itezhi-tezhi   2.998672e-02 2.590416e+02 1.820805e+01 9.626966e+02 1.172715e+00
#> kabompo        9.192298e-03 1.658261e+00 2.365490e+02 4.273108e+00 4.128827e-02
#> kabwe          2.236854e+00 4.145091e+02 1.509025e-01 8.305959e+01 7.470770e+01
#> kafue          1.422402e-01 1.231342e+03 3.186935e-02 1.568597e+02 1.930551e+01
#> kalabo         6.651011e-04 7.641114e-01 1.303388e+04 4.732368e+00 6.049328e-03
#> kalomo         2.260855e-02 1.109022e+03 8.910866e+00 1.252582e+04 2.128540e+00
#> kalulushi      3.773069e+00 7.964646e+00 6.558689e-02 2.222799e+00 9.531843e+00
#> kalumbila      3.709644e-01 4.364941e+00 1.065122e+01 4.025188e+00 6.495527e-01
#> kanchibiya     4.786423e+03 1.144427e+00 6.215208e-04 1.432127e-01 3.035489e+02
#> kaoma          1.456281e-02 1.357861e+01 5.464063e+02 4.841266e+01 1.532188e-01
#> kapiri mposhi  6.400409e+00 3.406560e+02 1.383650e-01 6.217084e+01 1.595625e+02
#> kaputa         9.404119e+01 1.668711e-02 2.893791e-04 3.166290e-03 1.074750e+00
#> kasama         1.425527e+04 4.956450e-01 6.993378e-04 6.720640e-02 1.191520e+02
#> kasempa        4.070424e-01 4.497879e+01 8.984235e+00 4.057807e+01 2.685198e+00
#> katete         8.245731e+01 9.873839e+00 2.859716e-04 1.044761e+00 2.442683e+04
#> kawambwa       2.068404e+02 1.113799e-01 1.322584e-03 2.125776e-02 4.942948e+00
#> kazungula      6.167348e-03 2.460974e+02 3.164715e+01 3.828857e+03 4.798735e-01
#> kitwe          4.037046e+01 5.684458e+01 2.458983e-01 1.351433e+01 1.080830e+02
#> lavushimanda   5.368449e+02 2.383056e+00 5.248533e-04 2.766310e-01 7.112222e+02
#> limulunga      7.951320e-04 1.235806e+00 1.496327e+03 7.098006e+00 9.214456e-03
#> livingstone    4.840803e-03 3.479616e+02 1.673240e+01 8.255803e+03 5.708646e-01
#> luampa         8.075735e-03 2.579038e+01 2.017275e+02 1.250456e+02 1.604235e-01
#> luangwa        1.098953e+00 2.680278e+02 4.214009e-03 2.827119e+01 3.347134e+02
#> luano          3.030027e+00 8.339391e+01 6.199649e-03 9.840379e+00 2.193623e+02
#> luanshya       6.674971e+00 1.769965e+01 4.354843e-02 3.915046e+00 2.925859e+01
#> lufwanyama     1.787924e+00 1.151229e+01 1.929634e-01 4.116755e+00 5.882989e+00
#> lukulu         4.461324e-03 2.710858e+00 7.205179e+02 1.017335e+01 3.488749e-02
#> lundazi        2.599909e+03 1.267411e+00 8.481005e-05 1.324895e-01 2.817295e+03
#> lunga          2.939092e+02 5.258082e-01 6.462095e-04 7.620001e-02 4.201106e+01
#> lunte district 6.547499e+02 4.964213e-02 1.849343e-04 7.649786e-03 6.605094e+00
#> lusaka         7.923485e+00 3.671523e+04 2.937175e+00 6.871398e+03 6.951070e+02
#> luwingu        1.358546e+03 2.500733e-01 6.150069e-04 3.771457e-02 2.819078e+01
#> mafinga        1.930585e+03 2.859645e-02 7.798942e-06 3.128418e-03 3.854597e+01
#> mambwe         2.738906e+02 4.103037e+00 2.199124e-04 4.292380e-01 7.378106e+03
#> mansa          3.441562e+02 3.257019e+00 2.252240e-02 6.463151e-01 5.710512e+01
#> manyinga       3.194798e-02 2.109212e+00 9.812521e+01 3.872829e+00 9.531022e-02
#> masaiti        6.580209e+00 2.898906e+01 3.165725e-02 5.565962e+00 5.072010e+01
#> mazabuka       9.774210e-02 2.005240e+03 3.747596e-01 1.006345e+03 8.760244e+00
#> mbala          1.149366e+03 1.875881e-02 4.913237e-05 2.601605e-03 5.810862e+00
#> milengi        7.027421e+01 2.136072e+00 5.501025e-03 3.781990e-01 3.626316e+01
#> mitete         4.510359e-04 2.335366e-01 1.423165e+03 1.096045e+00 2.806213e-03
#> mkushi         4.123871e+01 1.398804e+02 2.962385e-02 1.869906e+01 8.761481e+02
#> mongu          2.465849e-03 6.744018e+00 3.728859e+03 4.560862e+01 3.857381e-02
#> monze          7.659816e-02 2.899199e+03 1.011909e+00 3.671170e+03 7.542893e+00
#> mpika          1.140761e+04 2.745104e+00 5.083463e-04 3.034874e-01 2.317427e+03
#> mpongwe        2.252441e+00 5.781870e+01 2.776988e-01 1.833983e+01 1.793388e+01
#> mporokoso      1.339331e+02 2.137886e-02 1.835746e-04 3.726809e-03 1.687762e+00
#> mpulungu       7.210020e+02 2.396647e-02 1.104810e-04 3.639947e-03 4.438143e+00
#> mufulira       1.040354e+01 7.961690e+00 4.646232e-02 1.925953e+00 1.890206e+01
#> mufumbwe       8.932302e-02 1.924379e+01 6.564065e+01 3.259273e+01 5.760224e-01
#> mulobezi       1.637587e-03 1.775059e+01 8.665690e+01 1.593566e+02 5.806384e-02
#> mumbwa         3.232713e-01 6.217672e+02 1.506289e+01 7.872021e+02 8.013406e+00
#> mungwi         6.339273e+03 6.930018e-02 7.441975e-05 8.773869e-03 3.137025e+01
#> mwandi         6.652934e-04 1.751095e+01 5.381298e+01 2.704530e+02 3.780420e-02
#> mwansabombwe   4.631203e+01 8.247397e-02 1.884803e-03 1.809672e-02 1.886367e+00
#> mwense         9.786441e+01 4.206836e-01 7.037677e-03 9.208085e-02 7.390972e+00
#> mwinilunga     3.297215e-01 3.322615e+00 6.140896e+01 3.967940e+00 4.214363e-01
#> nakonde        3.080332e+03 2.698669e-02 2.144278e-05 3.229363e-03 1.975993e+01
#> nalolo         3.238172e-04 1.262180e+00 3.758905e+03 1.111776e+01 5.717765e-03
#> namwala        4.090644e-02 6.508138e+02 2.890693e+00 1.539895e+03 2.442858e+00
#> nchelenge      1.423061e+02 1.367240e-01 4.496954e-03 3.052552e-02 3.676559e+00
#> ndola          4.160545e+01 6.204416e+01 1.325877e-01 1.282153e+01 1.543942e+02
#> ngabwe         4.607388e-01 5.659342e+01 3.028150e-01 2.301150e+01 6.007515e+00
#> nkeyema        1.591729e-02 2.408768e+01 5.798084e+01 7.184163e+01 2.439803e-01
#> nsama          1.167517e+02 9.752065e-03 9.707899e-05 1.676293e-03 9.929863e-01
#> nyimba         3.340047e+01 1.137537e+02 4.411195e-03 1.196761e+01 6.269366e+03
#> pemba          8.535861e-03 6.177198e+02 2.158603e-01 2.119558e+03 1.099066e+00
#> petauke        3.070293e+02 1.085328e+02 4.003630e-03 1.134537e+01 9.025820e+04
#> rufunsa        1.165128e+00 3.474574e+02 9.835118e-03 3.744581e+01 1.861329e+02
#> samfya         3.694118e+02 3.004730e+00 5.079787e-03 4.753003e-01 1.126330e+02
#> senanga        1.203959e-03 7.466514e+00 1.127974e+03 6.713316e+01 2.911536e-02
#> serenje        1.545723e+02 3.797377e+01 5.285435e-03 4.413513e+00 2.682960e+03
#> sesheke        5.095861e-04 9.648150e+00 3.394022e+02 1.449777e+02 2.271662e-02
#> shang'ombo     1.234871e-04 7.966491e-01 3.221522e+03 9.176622e+00 2.755276e-03
#> shibuyunji     6.127618e-02 3.346264e+02 1.263992e-01 1.353670e+02 3.730676e+00
#> shiwamg'andu   7.993819e+05 1.638178e-01 7.535702e-05 1.940064e-02 9.259647e+01
#> siavonga       5.630741e-02 8.275272e+05 5.162276e-02 7.163267e+02 1.106714e+01
#> sikongo        1.805452e-04 3.598314e-01 6.075146e+05 2.841216e+00 2.105839e-03
#> sinazongwe     1.529517e-02 1.643027e+03 9.349322e-01 1.453944e+06 2.681896e+00
#> sinda          5.931576e+01 2.062560e+01 5.630389e-04 2.179111e+00 1.770804e+06
#> sioma          3.290065e-04 3.767700e+00 1.655180e+03 5.051463e+01 1.048761e-02
#> solwezi        3.128078e+00 2.206088e+01 4.703793e+00 1.285780e+01 6.190167e+00
#> vubwi          2.236069e+01 9.334602e-01 2.249416e-05 1.016345e-01 2.027258e+03
#> zambezi        4.468464e-03 9.981621e-01 1.615839e+03 3.446920e+00 1.921994e-02
#> zimba          6.037705e-03 5.403576e+02 2.909483e+00 1.359186e+04 8.729604e-01
#>                       sioma      solwezi        vubwi      zambezi        zimba
#> chadiza        3.639708e-04 5.241302e-01 4.389546e+03 6.989518e-04 1.017213e-01
#> chama          1.082616e-04 1.474939e+00 2.536816e+02 1.039558e-03 9.741057e-03
#> chavuma        5.337782e+01 5.798833e+01 1.290691e-04 1.558382e+04 1.119444e+00
#> chembe         8.442998e-03 2.822085e+02 7.625599e-01 1.965189e-01 1.266868e-01
#> chibombo       2.438775e+00 4.826396e+02 1.007701e+00 4.016702e+00 1.279354e+02
#> chiengi        5.084096e-04 2.682661e+01 2.075395e-01 4.345036e-02 3.356018e-03
#> chikankanta    3.703131e-01 7.051637e+00 2.229040e-01 1.383688e-01 1.050250e+02
#> chilanga       7.124156e-01 4.084717e+01 4.700669e-01 5.207821e-01 9.776896e+01
#> chililabombwe  7.235823e-02 2.148581e+03 3.615309e-01 1.521000e+00 7.423197e-01
#> chilubi        1.220075e-03 3.482752e+01 9.533257e+00 2.440052e-02 3.592907e-02
#> chingola       2.558449e-01 7.117154e+03 7.743034e-01 5.171502e+00 2.468377e+00
#> chinsali       4.007579e-05 9.614926e-01 1.650581e+01 6.733701e-04 2.086111e-03
#> chipata        1.160982e-03 2.229706e+00 2.416639e+04 2.652901e-03 2.936366e-01
#> chipili        7.914972e-04 3.776482e+01 3.325794e-01 3.321082e-02 9.269422e-03
#> chirundu       2.080790e-01 5.113050e+00 5.527142e-01 7.576081e-02 7.757689e+01
#> chisamba       1.304914e-01 3.760052e+01 8.805655e-01 1.858376e-01 1.423878e+01
#> chitambo       6.025977e-03 3.871722e+01 1.448834e+02 3.467729e-02 5.081099e-01
#> choma          3.466455e+01 3.326413e+01 1.485258e-01 4.109802e+00 1.018085e+04
#> chongwe        2.834177e-01 2.988911e+01 1.399839e+00 2.324761e-01 5.087121e+01
#> gwembe         1.672958e+00 7.172504e+00 1.954422e-01 3.029077e-01 7.813475e+02
#> ikelenge       1.849316e+00 1.375531e+03 2.386337e-03 6.728693e+02 3.809701e-01
#> isoka          1.248327e-05 2.959896e-01 1.166685e+01 2.080870e-04 7.256570e-04
#> itezhi-tezhi   1.027095e+02 1.581107e+02 4.036368e-02 3.776601e+01 1.206166e+03
#> kabompo        6.078012e+01 5.200719e+02 1.534623e-03 7.207446e+03 6.673197e+00
#> kabwe          4.991012e-01 2.973927e+02 2.603981e+00 1.100663e+00 3.421028e+01
#> kafue          2.038976e-01 1.084712e+01 6.949233e-01 1.157286e-01 5.022759e+01
#> kalabo         1.133391e+03 3.325752e+01 2.111695e-04 6.044868e+03 1.147508e+01
#> kalomo         1.133954e+02 3.824012e+01 7.794258e-02 9.488574e+00 1.820378e+04
#> kalulushi      8.477402e-02 1.477281e+03 4.381740e-01 1.223034e+00 1.170765e+00
#> kalumbila      4.533066e+00 1.842768e+04 2.791921e-02 3.912238e+02 3.864922e+00
#> kanchibiya     1.001890e-03 1.770393e+01 5.248128e+01 1.240115e-02 5.130293e-02
#> kaoma          4.506545e+02 5.418603e+02 5.369219e-03 2.718819e+03 8.271438e+01
#> kapiri mposhi  4.048400e-01 4.826048e+02 5.724947e+00 1.194388e+00 2.523088e+01
#> kaputa         1.700981e-04 9.013771e+00 1.899816e-01 1.201362e-02 1.502572e-03
#> kasama         8.128831e-04 2.564341e+01 2.758093e+01 1.858191e-02 2.567173e-02
#> kasempa        1.051814e+01 9.231729e+03 1.002649e-01 1.238233e+02 3.471751e+01
#> katete         1.178412e-03 1.778838e+00 3.353681e+03 2.397511e-03 2.972166e-01
#> kawambwa       9.329116e-04 4.724120e+01 6.741693e-01 4.805434e-02 9.996427e-03
#> kazungula      5.344850e+02 2.257241e+01 1.741617e-02 1.953160e+01 1.152559e+04
#> kitwe          3.524421e-01 5.119159e+03 5.070660e+00 4.325303e+00 6.601561e+00
#> lavushimanda   1.146481e-03 9.704498e+00 8.213014e+01 7.849787e-03 9.301977e-02
#> limulunga      6.244518e+02 3.298686e+01 3.195313e-04 1.593667e+03 1.602254e+01
#> livingstone    3.829609e+02 1.023047e+01 2.198280e-02 8.008085e+00 3.269389e+04
#> luampa         5.362447e+02 1.636388e+02 5.509192e-03 3.763496e+02 2.318775e+02
#> luangwa        2.509489e-02 4.693496e+00 1.284026e+01 1.982610e-02 8.067651e+00
#> luano          2.352352e-02 1.982464e+01 7.604329e+00 4.595142e-02 3.245608e+00
#> luanshya       7.340792e-02 6.518039e+02 1.287032e+00 6.591931e-01 1.826338e+00
#> lufwanyama     2.391533e-01 3.546772e+03 2.517817e-01 3.485788e+00 2.403581e+00
#> lukulu         2.604845e+02 2.145651e+02 1.238409e-03 5.403782e+03 1.863426e+01
#> lundazi        2.379352e-04 1.366109e+00 3.395345e+03 1.124839e-03 3.902964e-02
#> lunga          8.915385e-04 2.029972e+01 4.619532e+00 1.408038e-02 2.991774e-02
#> lunte district 1.654311e-04 7.061699e+00 1.318473e+00 5.903443e-03 3.182003e-03
#> lusaka         1.597304e+01 1.175775e+03 2.418562e+01 1.214302e+01 2.505221e+03
#> luwingu        6.485199e-04 2.308296e+01 4.562119e+00 1.711305e-02 1.536395e-02
#> mafinga        1.306600e-05 2.413389e-01 3.173324e+01 1.672199e-04 1.008293e-03
#> mambwe         7.174604e-04 2.265317e+00 1.703419e+03 2.349195e-03 1.271781e-01
#> mansa          2.137614e-02 8.527961e+02 4.813579e+00 6.298833e-01 3.030476e-01
#> manyinga       2.635983e+01 1.823430e+03 3.718842e-03 4.026617e+03 5.185411e+00
#> masaiti        6.484740e-02 3.277785e+02 2.103794e+00 4.046355e-01 2.402898e+00
#> mazabuka       2.527467e+00 4.065513e+01 3.097023e-01 1.084177e+00 4.176604e+02
#> mbala          4.390453e-05 1.869862e+00 1.971180e+00 1.631041e-03 1.019954e-03
#> milengi        7.069085e-03 1.710161e+02 2.568853e+00 1.192486e-01 1.644924e-01
#> mitete         1.341552e+02 2.499731e+01 1.002683e-04 6.863213e+03 2.345975e+00
#> mkushi         8.242125e-02 2.121985e+02 3.452709e+01 3.038924e-01 6.719992e+00
#> mongu          4.022822e+03 8.263062e+01 1.326593e-03 2.254926e+03 1.095135e+02
#> monze          8.290947e+00 4.547079e+01 2.714182e-01 2.214629e+00 1.660106e+03
#> mpika          1.080656e-03 1.097100e+01 6.999829e+02 8.234848e-03 9.822068e-02
#> mpongwe        5.053770e-01 1.876298e+03 6.938264e-01 3.473559e+00 9.738900e+00
#> mporokoso      1.328181e-04 6.610668e+00 2.941455e-01 6.697897e-03 1.673347e-03
#> mpulungu       8.730043e-05 4.096917e+00 1.166358e+00 3.920118e-03 1.512437e-03
#> mufulira       5.974245e-02 1.200680e+03 9.423716e-01 9.097875e-01 9.579136e-01
#> mufumbwe       5.093037e+01 3.716632e+03 2.111290e-02 9.377987e+02 3.869107e+01
#> mulobezi       7.567034e+02 2.006490e+01 2.004922e-03 5.804605e+01 3.968971e+02
#> mumbwa         4.834438e+01 1.529230e+03 2.758007e-01 7.102133e+01 6.469344e+02
#> mungwi         8.741736e-05 2.751681e+00 1.147290e+01 2.026054e-03 3.210963e-03
#> mwandi         1.177830e+03 5.337244e+00 1.344346e-03 1.816912e+01 9.094458e+02
#> mwansabombwe   1.182679e-03 6.242477e+01 2.110139e-01 7.236671e-02 9.161436e-03
#> mwense         5.068428e-03 2.563111e+02 7.111296e-01 2.430078e-01 4.609232e-02
#> mwinilunga     1.449412e+01 1.223407e+04 1.852398e-02 3.252201e+03 4.463256e+00
#> nakonde        2.608162e-05 7.909665e-01 1.075080e+01 5.842957e-04 1.135018e-03
#> nalolo         4.131686e+03 1.094981e+01 1.961455e-04 5.827416e+02 3.094689e+01
#> namwala        1.965552e+01 7.472397e+01 8.510086e-02 6.505752e+00 1.193496e+03
#> nchelenge      2.446563e-03 1.296021e+02 4.648382e-01 1.901941e-01 1.573887e-02
#> ndola          2.209023e-01 2.221936e+03 7.085643e+00 2.077088e+00 5.826137e+00
#> ngabwe         6.563405e-01 7.177454e+02 2.180813e-01 2.928909e+00 1.304842e+01
#> nkeyema        1.081051e+02 3.385084e+02 8.452244e-03 2.389376e+02 1.034438e+02
#> nsama          6.424839e-05 3.309043e+00 2.069526e-01 3.797877e-03 7.513615e-04
#> nyimba         1.803206e-02 1.837179e+01 2.162743e+02 3.343108e-02 3.590173e+00
#> pemba          2.319607e+00 4.617424e+00 4.124335e-02 3.452798e-01 8.580897e+02
#> petauke        1.566000e-02 2.374513e+01 3.529449e+03 3.383711e-02 3.322364e+00
#> rufunsa        5.071939e-02 1.248624e+01 6.542779e+00 5.149147e-02 1.145255e+01
#> samfya         6.833228e-03 1.574945e+02 9.630565e+00 1.095697e-01 1.953702e-01
#> senanga        5.767697e+03 2.777100e+01 9.991705e-04 4.029635e+02 1.813762e+02
#> serenje        1.452709e-02 5.385471e+01 1.332640e+02 5.976678e-02 1.470061e+00
#> sesheke        9.756035e+03 6.701142e+00 7.977077e-04 6.552178e+01 4.983892e+02
#> shang'ombo     9.223421e+03 3.778536e+00 9.460411e-05 2.369434e+02 2.914847e+01
#> shibuyunji     6.443331e-01 2.991885e+01 1.286148e-01 4.993515e-01 6.137487e+01
#> shiwamg'andu   1.183832e-04 2.313599e+00 3.016707e+01 1.603261e-03 6.704626e-03
#> siavonga       4.659789e-01 5.608383e+00 4.328606e-01 1.230982e-01 2.062474e+02
#> sikongo        1.426898e+03 8.335294e+00 7.270761e-05 1.389013e+03 7.740710e+00
#> sinazongwe     1.432982e+01 7.497480e+00 1.081004e-01 9.750242e-01 1.189926e+04
#> sinda          2.417339e-03 2.932840e+00 1.751994e+03 4.417472e-03 6.209732e-01
#> sioma          8.527876e+05 6.959658e+00 3.630693e-04 1.882914e+02 1.687902e+02
#> solwezi        3.385813e+00 2.345147e+06 2.710280e-01 1.246335e+02 9.700539e+00
#> vubwi          9.683384e-05 1.485856e-01 4.804874e+05 1.886890e-04 2.832950e-02
#> zambezi        1.888295e+02 2.569208e+02 7.094933e-04 1.120053e+06 6.393663e+00
#> zimba          5.469279e+01 6.461057e+00 3.441788e-02 2.065823e+00 1.514849e+06
#> attr(,"model")
#> [1] "departure-diffusion"
#> attr(,"type")
#> [1] "exp"
#> attr(,"hierarchical")
#> [1] FALSE