Introduction
The aim of mapsf
is to obtain thematic maps with the
visual quality of those build with a classical mapping or GIS
software.
Users of the package could belong to one of two categories:
cartographers willing to use R or R users willing to create maps.
Therefore, its functions have to be intuitive to cartographers and
ensure compatibility with common R workflows.
mapsf
uses sf
objects
to produce base
graphics.
mapsf
functions can be classified in the following
categories :
Symbology
mf_map()
displays map layers on a georeferenced plot. It
has three main arguments:
x
, an sf
object;
var
, the name(s) of a variable(s) to map;
type
, the map layer type.
Many parameters are available to fine tune the cartographic
representations. These parameters are the common ones found in GIS and
automatic cartography tools (e.g. classification and color palettes used
in choropleth maps, symbols sizes used in proportional symbols
maps…).
Map Layout
Along with the cartographic functions, some other functions are
dedicated to layout design (e.g. legends, scale bar, north arrow, title,
credits…).
Utility Functions
A set of functions is dedicated to the creation of spatial objects
(e.g. links creation) or other utility tasks (e.g. color palette
management, class intervals extraction, sample dataset
import…).
Main Features
Map Layout
mf_title() |
- / layoutLayer() |
mf_arrow() |
north() |
mf_credits() |
- / layoutLayer() |
mf_scale() |
barscale() |
mf_layout() |
layoutLayer() |
mf_annotation() |
- |
mf_label() |
labelLayer() |
Themes
mf_theme()
defines a map theme. It sets the margins of
the figure, a background color, a foreground color and some parameters
of the title. A set of theme is included in the package and it is
possible to create custom ones.
Export
The mf_export()
function exports maps in raster (.png)
or vector formats (.svg). The size of the exported map will fit the
height/width ratio of a spatial object.
Datasets
Several datasets are embedded in the package:
Examples of thematic maps
Base map
mf_theme()
allows to apply a theme to the map.
mf_shadow()
plots the shadow of a polygon layer.
mf_map(x, type = "base")
displays sf
objects geometries.
mf_layout()
add a complete layout to the map (title,
credits, north arrow, scale bar). Each layout elements can also be set
separately (with mf_title()
, mf_credits()
,
mf_arrow()
and mf_scale()
).
library(mapsf)
# import the sample data set
mtq <- mf_get_mtq()
# set a theme
mf_theme("iceberg")
# plot a shadow
mf_shadow(mtq)
# plot municipalities
mf_map(mtq, type = "base", add = TRUE)
# layout
mf_layout(
title = "Martinique",
credits = paste0(
"Sources: IGN, 2018\n",
"mapsf ",
packageVersion("mapsf")
)
)
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)
Proportional Symbols
mf_map(x, var, type = "prop")
displays symbols with
areas proportional to a quantitative variable (stocks). The
inches
argument is used to customize the symbols sizes.
library(mapsf)
# import the sample data set
mtq <- mf_get_mtq()
# set a theme
mf_theme("darkula")
# plot a shadow
mf_shadow(mtq)
# plot municipalities
mf_map(mtq, add = TRUE)
# plot population
mf_map(
x = mtq,
var = "POP",
type = "prop",
inches = 0.25,
col = "brown4",
leg_pos = "topright",
leg_adj = c(0, -2),
leg_title = "Total population"
)
# layout
mf_layout(
title = "Population Distribution in Martinique",
credits = paste0(
"Sources: Insee and IGN, 2018\n",
"mapsf ",
packageVersion("mapsf")
)
)
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)
Choropleth Map
In choropleth maps, areas are shaded according to the variation of a
quantitative variable. They are used to represent ratios or
indices.
mf_map(x, var, type = "choro")
displays choropleth maps .
Arguments nbreaks
, and breaks
allow to
customize the variable classification. mf_get_breaks()
allows to classify data outside of the function itself. Colors palettes,
defined with pal
, can be created with
mf_get_pal()
or you can use palette names from
hcl.pals()
.
Use mf_theme()
to set a theme without plotting
anything.
library(mapsf)
# import the sample data set
mtq <- mf_get_mtq()
# population density (inhab./km2) using sf::st_area()
mtq$POPDENS <- 1e6 * mtq$POP / sf::st_area(mtq)
# set a theme
mf_theme("green")
# plot population density
mf_map(
x = mtq,
var = "POPDENS",
type = "choro",
breaks = "geom",
nbreaks = 5,
pal = "Greens",
border = "white",
lwd = 0.5,
leg_pos = "topright",
leg_title = "Population Density\n(people per km2)"
)
# layout
mf_layout(
title = "Population Distribution in Martinique",
credits = paste0(
"Sources: Insee and IGN, 2018\n",
"mapsf ",
packageVersion("mapsf")
)
)
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)
Typology Map
mf_map(x, var, type = "typo")
displays a typology map of
a qualitative variable. val_order
is used to set the
modalities order in the legend.
mf_label()
displays labels on the map.
library(mapsf)
# import the sample data set
mtq <- mf_get_mtq()
# set theme
mf_theme("dark")
# plot administrative status
mf_map(
x = mtq,
var = "STATUS",
type = "typo",
pal = c("aquamarine4", "yellow3", "wheat"),
lwd = .5,
val_order = c(
"Prefecture",
"Sub-prefecture",
"Simple municipality"
),
leg_pos = "topright",
leg_adj = c(0, 1),
leg_title = ""
)
# labels for a few municipalities
mf_label(
x = mtq[mtq$STATUS != "Simple municipality", ], var = "LIBGEO",
cex = 0.9, halo = TRUE, r = 0.15
)
# layout
mf_layout(
title = "Administrative Status",
credits = paste0(
"Sources: Insee and IGN, 2018\n",
"mapsf ",
packageVersion("mapsf")
)
)
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B2rOLo+W1K7nCH4LNrciekkHSoeKS7TYx5uhsUjbWOLu6RnFmC1ahRKAS0Q+RLTQDESIXV1wfETlu143FYT++qHUvn3ga1jO2E3/L0rqZFwdWvx4hCoRDQ9sqHsjs1q2SqV7i0CJRRs2tZTgN0TTXTofu/OyERCaqd9nNgzgGM3oWZhygUApoUhe/OHGznG6RyPJ5VOi1txIG4XGxiMMuXnJtHvrSoaZKx3wqIwvsBhUJA26XdaQUrwzP+eFMh4levA0CPdQsmehqcXy3vu0WNWoKMRqEQ0HYoKDLFVAQFzNO/XVA7PDD5rrq7qc5BO//2nqay0gW1TF+kht9TA6N3+EXgXYFCIaBtydhuMr10dn9KqnJw2ANobkwy1u0oC3egrR727ypAE7XxVJLaHRjXgbJAkUnZ8fR8shQSTcdTurYBHRKZOjtiLlqjTcm9MyF1cPSbwEF53mA+O7TboeWH0arghsbg3YJaRX9gFLd3/DNZyt93HE/p2gZ0SlbJqhUnYJL+1YwDizV/eVPZ11rviD33tda51nzWFwyErQrO7rSCqCRtD83kzOLEjMKt3jS8YVA6VVRnTU//CVnCetBrG9A7A6OHO1dPq3syp2JUlD9zpDPaEYuEH09LBXWVbkJn/ZXDhzPK5/eblu43/ccfPuxU8+L35G/1DsPbBoWARkC/otjUvK/nVJZg5fPrchbLgYwm3RHxeE5VwWQsuRmdX/HvT0rblFwiRxyDPVAIaAT0K9rkEdost6Lx9h9vyhnM8sfzKkfQSlBXRaIX5flik1rqWLeMvVHSC00MRvm3L5Mnv1vQpGSX4J2DQkAjoF+IEpN2Z8I6/+xXM8pyxkePZsm3o8FC72slLdLu9khjr2Oc2mSpnsf69NorBamneoX+YYl48yCgnQDohLSC/cfOFh86lV14eKV7bXdaQag94R8elIL9ZZSYPeY32+ZDc9UFvxYAbTa6zoy+nlOVl5c/uKFwZzd0u4r7zPHh23YsXdaPdAlWZodrpOzNnhSEFALaoYD2oyUWHzwJBIDnUUnZ9JxSewANE3FiVzp5BMdkFR5e9YPeIfHpeQcs3+3GAnRwVCqYmTYXA1JL2QtTJMfe1dYwlxY15Hi0qyvcls4wDpkKWfniljI5s8Rx1yUKAQ3yDIk9VHY+IDxJe6V5ULZ5h0ckZEYmZmv/FByXkX8QAJ1deKTkyKkDx98JoCXpgzu35NiBY++A/KgJ1Lh0em5pyeFT230jMgsOwZPCAyd2BcWk5e0/cuJdQPxmT6r++1u9afBx2C0cFXxpVsGhQ2XnAEQG325qtxsI0Fu8qPScfXYG9gKjyY2PbpFzPra7DdVy8IbMOVXrbJBSWjvWLTAfeZKSXYKtDhHQDnVxAJ2BffuPnQVT1yMoxiigwYb1oew+cPysPqBfvh9fevQMkLRgfxkgPjo5Z/eevVqjODQObHPYIcAXXhq8Dx+Po+fDS1p8RnBkqs6CXgloo7vdKIDe5ElNzdn3aFZlf7hYs4x9c5C0kqRzY43jZuFloXqa62xo1+0ENQprLGmMC4Mf0TgcLmK0phHQ5FvQwXG6kCFKzB4wUXWI9Ap5AWhdK2qwhSMTsmA/iemFBu8DSeOXAbontxSMXGA3KC13vw7QBu9nFx3Rr8G7EtDEt5va7YYANIx+cOc/uEkOv5YWmzrVvIEOcpbjlkhyQ7tD6qDRoLreFitO1PP7TbOjjc1yTkxybkB48s7AaIQ1ApoUQAdHpYLhrHXyLlcY3nfkNJi0hK0KRisBaLCv4XoDhsJf9S3oF++HxoH1DSSNTc17YSmnFRDoj0rKecWC1nsfEB+bot0+LD6DEr1HC+j8g4RBrf/tpna7IQCdkF74yVUZ6U5Vstp72w/oP95USARVbghoHpv1zR2Vbauy82ONY90NXRoeTFn8aRjpgYC2C9CAZuBA8eFT+46cKTp4EkC5zYdWeKCs+NCpvfvLCEDnlR4vOXIKKAwEN/BBa33Tx97xoyXqSLrFkwrEhz3klBzdFRitA7TB+/At+fuOFx88CZTf4kXd7hsB+w+JTDX4dlO7Xf+ADt+d6Yi+gnOjjf3t5HT5q7F7ca9dxX00p3RDQJO1bjnZK0zOLNruE44sQ0A7OQ7a3vA7jIM2ox1+kZ1qnoNKTJDVhtVOQD+ZV/E4TPdcHoSRg7TqrHdUagkb2x4ioJ0M6OjknKDIFAS0Q44pNXvf07saR6BnoqdhdrTRHQDd11pHShyIIzoGXO0ns1zft/c0GmzXgoDGTML1AWhqTJr5mqL26Eozj6zOWGD/fmtr69jvFjRVlQz3NJ9ra5iAVJKLLi1otCkGuHKIgEZAr2lAb/aktig4jqMPiRmA3Zo6a7PPdRru5DuzDblV0SmtCoc09Pp4Wkosc6PWjcpZ+YNDPydLeaVYD9rtAR2dnPvHm4o1AegHNxT9NtXQeDij5LBZ7mk+D3XwbwyKHLTzexOSxIwia+1oP1pidHIOjNx4r7qbkjOL0/L2kyUivhjlvoDe6kNzaD/WZccx0+WLaU0yjnsGbxBx2d8taBy3/8+vy+k5+3ZaFoe01ZuWlFE82dvw8bQsJjkX71UUAtqVgI5JzXt027HkItd/YgPup3qFfe5au+7LGYWDgmdeaU27oOlu4kUl5Wwya0oDnVWNtY9fVgCHA3vTF7vZohDQLgL0Jo9QoiS8Q3VjQDTQVk8eoK0L5Lg1JK7nualzA8SpZTp6gNTp02tyjYwdGJ5sPM7SP5KeW/pYrz/DN3dUSRlFeLuiENCuAXRINH1+vNHRXHi+2FTBZLgE0GPdgkZhjdvSeXFKeqW5zslfCuNlalYJNS5NZx2/FRAVR8/vaeY9XREhM9LJ9w6JxzsWhYB2AaCTM4udA4V7E1JtsVAnujiIMiAur8r/bEHzaFb14Kbi/pT04QpLubKS4aDY81X1yVUZTGvaVVw4S6NdAlO1seA0riwHjEIhoB0O6J2B0WQl+FlUDGhKVlVZsbRg737alKt7tIF6TTIOiYX0bNAXt7TO5eqqCnFDtaKxtkXOaaivbFVwR7oET+ZVc2MSJpNxd0LittY9of7W+nJGeXJWyfaX5vYWL6ofLTEsPh2Mblp8BjYdRyGgHQLohPRCJ5tvYLWBHW3PHm4NiSeuNKwaUcdglH96Xe4ak/meeqpP2KrgNNRVPTSWngNoZlSUwzADW7o5nWH+MdBeT5zSvtb6pIzi5MwSGHVujzR+dk3+7V31p9fkPc08XYVJFAoBTQ6gt/nQ4NZy/j0/P9poTzE5mbDmi1tK83Y6i1X+5K6z2fd8UVsTCrBbXcUc7VqlaHVVVcWzBY2b0/nzG/KV6TPPV05W7qhjU/PxlkYhoMkEdExq3sPbrokLJgpj2pgSXc0EFJppBcvWtsVycpyc8kozr6qScaWJ92zBku0V3U08N6ezdhSpZDyxoEE7DEsBJsJCUCgEtI1yQnSd+cho24xcMyuENwZF0oZqp/2EBzcVgx18rSujvtKqDrkN9VXmJwHuoMGO+sneBgvzhrZ6oRsahYAmD9Bv+UcOdwhcO30W2wRTU0mPX9xSsGscXkf023ua2RExmP811dqlv3uTVi/xLZGdtuMIPb2r1ljcs1HZWEturXQUaqMDOjIhy+VGHNie1pa4ezKv7DERNcyoKH/qSK/uwxklgJXDZg118p/ZEYjS386/NSR2c0DzuZWW12ZZWtSAEa3tAI03tlO0wy9yV2AMWdrqg7Mf9wN0UkaRyynw6LY21uLLGSucA59MywaNdWaZH29sd6THZm60kcWqIKViqjbQcNGtlwfnxyVWtUbUrSvsTivY7IXFlRyuP3z0kUJcS5b2lr6Np9S9AL3Jg+Lo6kiWNv6YV6sl7Blr6lAbrZTUouA+W3DUQY52CaQicnIRH8+rnVB2w/4hxLYIk69mFBoZGxcMHa06Lpl1C7AetNsB2peScGNA5CY4+G5Rc6W5TsyvsTCBZeUi4cMZJUzJHVKmebGpS8PrIS8VWyWpdc9+LiRGmEz3aTsibkFTGgGNgLZNlJg00vt2259kWMFkqKS1T1cL7VhZiKNNyfn8Bvk5KX+8KQeekpuL6Lb9XHQSN1TDD7fXeTWrglO3CWtJI6AR0LZEQCfnPplTuSEdANPtKm5tDdNMdIRBnvetIbHa4ngDK5ooXmmo0lbJIDnbBUYXJ8dou6ow7B9vKuLomL2CgEZA25DhnVbw3I0ZAYNHX2sdi1Ux3mMYCHhnXDqil6T31YyyuqqC3G9/dFvZJOMMdTqkRIlayv54Wuq2Z/5av3DVNHprIqn53qFYBm+tAhoosf/Y2eJDp7ILD2/1DgvfnWl59wZafEZsah65v9roAVhyVMTBEFtu86H5hyW6O6AT0wvdP43t+aLWm/kR46NpvXQJiaDqwcvwL9hAI2U/nifTyL3aLwLiP5p1VJr4k7tqSyo9uUpg4JPYuBb+g+BKQ56uRUD70RKLD54k2qRFJWW/aD1scdc0RwDa+AFYcFQvDmZ5S++Q+PS8AwhoMpcQRzr5YE3fHmkkWkPp/jTQXn99QEgaOudVzXKOEzKwq6sr3PNUL2ndRyTH9iRgv9q1CWjPkNhDZee1se3LXNvmHQ6YAwuUGpdecKAMzOrSY2d2pxXs3V9WeODEZi8qPM8tOXbg2DsgP2oCwcTNntTMgkMlh0/BNruCYnQ7N7WTiIRMokGiZ3BcRv5B2Cy7+AhsVnz4VAAtiTiArd40+KKSI6fgsHVHZfDtW7zD8kqOFR08ubf07Z2B0cTBEFtmFRw6VHYuOCoVDsyHop3exdHzjZb6ciWg3STGzqr6cANt9ZWVFY2CGl35Cy55HWBnhsSVlYwHt+TOsVLd8yR/Mi0jvfYsAnrtujiAzkCx/cfOZhUe9giK0QEa3iQKYRJVwum5pcA7QGR24ZFNHqFAvdKjZwgmRifn7N6zF7bxDo3T2uN6gDa6k5WA1sZoe1B8qQlZBYd1LCbWNuBlcGSq7k39b/cMjqVE7yEcIPAnfUDrLGj4uqTMYngC44fRerkIaFvSrKd6hW1KTj2vSk2ec2OsW6CU1jqzP6x7nt7hLv7tYTECGgFNIPKtgKiXQV97gGI6QMcv8zE6KYcwPAGyodF04KDODj1y4l2CiXtyS8E0BnSC0nL36wPa6E50gPYKeQHo+GW+w5GAKU0cQHbREcLy1bkvCEDrf/tb/pHw8bS8/fDTEjOKjAJ6kyd135HT3qHxWctDBQKa3FQ30krWAZ2b5c47G0/vqt325CsltaRHKyKg1yigwcAEwxlsUnjuQ9kNLFsV0Fqj2IMCxjIY3d9b0MsXAOA+KilnVUDDpwiLGz74AtDLm+kDOjG9MDZF690Oi88AM1kHaP1vT8oogr8S3nPY3hDQ+QeJwwBSw/gRGJGMgCbBPTrdKwQ7d6y7YbkukjZHfNDu+fiNQZEjQvTMqEnGueeuLVS4HCbpJarbVVzk6VoENKAZoFl8+NS+I2eKDp4Erq0KaMI1rPUC0xIJJm7xpALlCw+U5ZQc1S+nZWon23xohcu+6b37y0wBGrbJ33e8+OBJIPIWL6q+D1r37WAX7y19GzZLyig+ePwc4F4H6O2+EUDwkMhU2G1QRDKY28QghIC2q+4dtz62qfmN/oFfNLf+W11DpEpSO9TJ18jY9hS1eHpXw2I6L23k2UKToK6yr7XObc+zI5zjMEHBhrMbIQ4aEAmEddUJse3bKXFpZqKMENBWOG3Hx388Pf0nOvGFtL6WultDYmAK0fN0pEsALz+5KntwUwH6zgJLcKiDf2fcScbsozklo6L802tuneTtCEA/X2xKzdlneXgWao0CGqzUoMgUV50QG749LD4D5gfbfcMR0PZl9PU0KNQ79OkMmpj4ob7x+2xBvTgpGe7it8m5TTKOWsqurWG2KTlX+0VmTGyjRZccUtf/lry8vPzrWZWbn2oHXRVzYxJqTBpSFTMJMZNwLdUatSgIeqGJx4+emvqBAaBBqqZt4z2r5LyNdvI/YnxktJzps3tq54S7fXlTqWqs/WZe7f5n20GAfrqgYTErdgXG4D2PgEZAW5Y0mZD14KbCzXnxyTU5k1ne1/93K+kMmpp+rZzx0ZN55aqZexVMhkFwwrMFTYuCOzva6IQBhlFR/nhO5f50nu5tmOwVkuzYmVWL+NVwqj+5KgP6a+1oY76OzV5UP1pibEpeYnohJSYNy+AhoDc6oD2CY0gsueCImA1FY61ARB2f+JFROhMaGfnL+oaI6dWw8mxBzedWtim5fa31wKC+1jomkwHzbocev4BXKRPWsGtZn1+Xr4nJCruG+fQuaSEcD2eUHDarU83TtwPmxxpbFBwAMeB4u2/Em36Rsan57SpudxNvZkhMVO9anJJ2aXjJmUX+tERkhCmBzQGXFlkyFQiMgHZdRxW3KdhvJKlvpLGigtHd82szaP7ejp76gUL9VmVlhVxUA1BY1dsAXIZ/Hf0Tbg6KR7sEgOY/fPQR6fXwHBRh0qog7Xp4cEOhktSamjd8Pae6PSyGwRJGyq9MNNMBXgdHpSIjUBu35ZUbluN4clcNczepwmtq6jVL6Kyv/oH/LpYGVFdV1NYwAdZj3YJVee0o83mhicEoJwKKwR5sknHcH9CtCs5dkqKzP7smV0vYT+/YPiwtLWpSs/chIFAbGtBx9L1uZdwNdfB5gqjBoZ9bi+aVNjXspK39Xxtlfg3iEIGIImwM+qi8XMyvcWhLWZ1zo7q6AiD1IoL7ulwlYbs/oJkkxYPfn5Kqpexv7buuBtv5nsGxCAjUhgZ0UETy/FijO9Dhy1uKmmqmunmLnWg2IwKalZWODdv4ckbBYjIAUt97XUcbYS7v5nS+2i9aNR7GEt2ZkGpkbDtzEZ/MqTA7HIWADt3qTSOx1Z7tBexlbL4wbHTsJ46jM0ggCiVCqkcdU4YfDGdVY22rgvv1q47Xse4Gh65GkiIYt76ze27xaE6plrC/s7tbeaeaZyZ3AIXaKIAm8iNNrdI4Ja5LCDPrzq5/ciiaCclVO+9NSp/f1xb4X5giuaHJ9QFxRQXjjjEfbpeG5wS/ij1anJLan30O4xNMHR7ZnYnz7J56N5rPKAS0Lv4UgOXk3lfXB4T1vKqqygqlZrsNi4G26UrvP7Qo2AQCmuWcFjmHFP87QL+6qmKog28qX9H9MzZhBqPzmNvs2IGBlpQ+Xo/nVNEWN1VCodY5oEG+1ITRLoEzLLVJCY/D5AvD1M2bxxzs0FipyanXa6qZ34N1QgLorK6uGOioX1p4JSd7oqcB1NvMgz/Bk8+uG59h3BoSA5rB9jQfO+y2tflfqWB3z/ax6lq/SCNjk9WAeGmxKTmzCNGAQkB/r/g9+Q7NKgSWVVUypHJv53P51fpKYSvDueDY2pRaUtdxWXCQva318M7syAvdHmnsaa4DEIPYtSyZsIbL1m7WruKO9zRYYoO7P6DtOUKlpBaGqOekNinvb6vfqVeXEoXa6IDe7EltdkxN5KX7TXJxrVgaMDH5py5EMyGFasfsqPF2Ic+XgwdWbY0Ic3lrc+3cH9C2VYx6clcNAxXRJZLkpjl31RgEjUJAv1oXNXrPHNmFKcAUZTIZXd3/2+VoJjQ88jMhv8qZ7HuqzbupdHNA1/OqrF0o7m/na6TsLx2WB7Q4JU3MKMIKpSgE9PdqkpG2Wvjgllybzqf0mJp+zU3oTKiykuFM9j24qZCLaty9ItW0bLDd0tDDhzNKFqtistfhVVw+vy7HcA4UAvp7+dMSr/UL7bcZZcIagYgyMvKXboVmQkrNm1f7Rc5rBLNG0ggtDDW5NylVNdY6rTLfeE+DfxjWS0IhoF8qJavEtjasS8uVl8FqbhBTBof+xg3R/KLM/+QP9WM5HK0vbilguFofgIZZkVrCfubcmO4mGWeLJ5YeRSGgl+UVEjfebUXI3dKCtoAGcLlOEKXUbB8f/5HbolknYWPww9tOKqL09axKWF/t/oC2ZJ2wklXxxOlVrb+aUcbR9yIpUAjoF0rKLLawDStMeLn8mLb2f52cfN39uaxTc+vvJnqcVwh7uTaFW9MZTONVM/47VLwbgyKXHN5ol8CXkoCwQCGgtfILS7g+sPqtONBRX98QPjH5wzWEZkJiacDjWeeVIf3kqkwscF8jGuZATCbDvFv5s2tyEktFW91zdnmQ2+odhrxAIaC1alGsUr9YIqhSqHasOTQTahCHOhkxYJ+air92rbSNxpnln5rN816631TBZLi2LC2MH3TsC45CQBOKSsr54pbSTBtWpebNNUpnkDMXCXUZLtoC9u7XV4XPrfxqtVhmkaB6kezaUhh1h0JA21GG1MdkGdJnC2qeIGpq+gdrGdAuSO37ckbJrmW5G6CrVosKb5Zzx7oFbnK0t0cawxOykBqojQ5o7VJhRrHRwr58HstUj+01ofHxH9e7KLXvWr+wQ8VbQ9F17Uquc6poWbVgGBiRjOBAbXRAe4fGjay4ORempGJpwNqlMwhGF5W01lV86VTzZkbEawLQA231/W3u2AgGziFcnMgO1IYG9BvLLWUNmoNUVVaMT/xoTQO6s+v/9LW4rInM0rIz+tFtlTuQ7sm80pQja3a00bYKSs4J6mhVcDyDkdGojQ3ord40/bsUTD+ZwnNN0xnU3vHPQx18V2JxTlXBZCy5Aek+u64wVYKDxWIsLbpvF5jni00tWkZjV1nUBgY0KHx35r0J6cubttwdSobaqbb237jcr7o4Ja2pZrqc0XOjjaYSdty/C8zSYlOzjI12NGpDA/oNDwo9pxRuhskrApVm+1qnM6ip+Y3rA0KX8wWGPYW41rXH0N/OnzVRYNZt/RsG/qImGRtL+6M2MKC1q4XxQx18mPPqCoeOj7+Wkbd5k0fIMsG12uwZ/IfyfzCDxa6uHxN7O3vBZH/YK31/JlH8dU/Pj1f+ySvEf8XIEfpWQGBz809X3e3KNMIn80p34Et1lYsL+QvqKr82kUDIZbMcV+uZ9ADzzZ6YwILaqIAGUePSarlJ6ubNXd3/2HPlVx4BgUY3Kyj9nXk6Ezp04l+N0vlN38BNu0J9Q/07O3+yCp2NyehuV0ogorgJXLo0vCcuTV0xk7DzeFbZLGOT28jKcfUCU7KKjSQZelA2eSBiXq3iQE2ITs5NzCgKi0/f6kXDE7JOAE1c7p4hsUERyW/6RsBLuPThf7r06NkTZy8fOPZORv7BtwKi4P0Pmb8ywsSGv4U/vRVAPf3u7z2CYhL27Fy5zZt+WujDRQPWkId/oP6fiAPI23cMPk7o1PnfHy47n5heuMmDss2HZma3+hoc/DOx5HfSl+Xzv7opXxgTuZAs1wdEzqzZZK2j+Vq/kMEsd4ccwlX18bRMl2S41YcG9IFrA36dsrF2m3c4UoYQ3LxShefI6E/hXujt+5WwMQhIDfNjPDPrAtCvKiG98O0zl+Loe30ou/1pidlFRw69fe5Nv8gtXiHc+l+86Rek2xJQXnrkt/BkiycVLojtvuE6H4Vum8z8LW/s0jpMig+fikzMBjvaKKDzSo97h8SDfKkJcfS80+c/gH91u42n7/Kl+un2udkzRCr9q8nJ14iXW7xDiWN4GaCifbLNK6xPUxlE012jlM2e1MlOJ5Vv/nJG0ei6UtFLC9qA4lU3YzLL3TmcQ6f58cbUrJKkjOKe5rpPr8l0FTyA1EgZwsDi8aMN+9xPvq5u2sIX0mi7M7Ho9roC9OET78am5un/9x8qOwdWzCaPV8hrrQhAE1hfCeisgkP6G2cWHCo+eNLynQP3N3tR9V5S9F/qq1Pykfu307ZTs6PicQvs995m3tyYxP0BbUojXQLMalmurpPd1/9LU5PL3r5fChtDYDCjRO8xdVMgoNcSoMvOXErL22+wlugRHLNp2TT2DI7N33f8+JmLb5+9CE+IdfYt3mGELwKew5PQaDoY3SfOvX/g2DsB4Unw5r4jpwn3RVbBYX0j2hSg03L3lx47o7/bbT60jPwDR0+9B9+bXXgYZrvE4AEbgKVfdPBkWv4Bw5cmPvXFTOP6BnS7imuJ+wLoPO5SP4xd3cHvaeZHG1NzNnqD8F2B0Y0yv1WXZ6amf9Dd82tufSxMhRHNaxvQyZklgLnCA2XRybnAZYP4isNl5/NKjvlSE4C8pUfPZBcfWQlo2CYoMsUrJC6/9Dg8X2lBN3f8FNTd++OVgN7qHRYWn1529hI9Z9/3u/WgFB06CeMBwNeHEg9P4PA2eVAIIoOtTY1J0155K14a/RQ9Pd21y3SOVh2X9fTu6r6LhzPKvta6NQroFgUXTEK4xjYyYt70jaDnlk5OvW55TzieIMrwpkZAry1Ag8AEzio8fOz0BeDdkRPvxu/JJ1bSN3lRY5Jzd/i/GITj6HtLjpxaCejopBxig4DwZHhpAOiV0l8kJLR3/9tAat1u/WiJJ955f4uXzstMO33+gwBaEkFkGEh03hj9l6Y+BXt2Qsryh+XlSy4L4bDIeJ/qFTqzxy65DWcDwzd6WaXgyFS+kDY+8WdW5QpMTb3GF4aBgYWAXsOA1vHOOzQ+Navk1Ln3U7JKXizQeVHD4tKTM4tyS46VvXPJKKB13Zq9Q+JXAnqTNraaSmjlIiFoh1/Ey9W/F7uNSMwCtp44975O8D4cBkFkLan1AK17aepTgGynpKtIGBXlo66o52lJruDNQXF5efk38+q1COje1vpdgRvXDPQMiYX7sbn1d7blc01N/wDsaOyQsCYBDXPGrILDBv95afkHwI4mjND9x84WHToZk5oHA3gcPd8ooH0ou4nIDaOApsal6yxlIvBjpQ/aANCUuDSdq8RgCCG+bpOxl6Y+9ZZ/uNNK/0xcaahkMcy3NSF5YJiU9rWuUqnuSnMdQHxpca0uD363oNHGR29An4ZfZGJ6oUy5y3K3hvHWnS3/jq0g1ySgwTDRGqHhSfpv0nP2ETEVlOg9YDVvedlBLo6eZxrQwaYAbdTFsQzokF0U/8Bor5LDv3vn/D/q79YzOA5s4Z3L4dhaCyI4DvamhftLIm/eRVkJaFOfyszJciZNvrmj6tLwaqorWhTsOxMODz2uYJabb+8iE9WMuFklaFsK/A+Lo5KyN1QsHfxekSSIlJKTcuWujTwFWdsujoz8A2+fvRiTkutHS/QLS9i9Z++p8x9QY9KWfcpJQEBqrHYJjhqXdvz0hUNl57d4Uo0BOsgQ0IdOJWcWGc1x0gFadwExGL804H7+vuOlR8/40xIDwpNhVNi7/219Im/xMAD0ixmA0U81i/7LJYnL96dko12CdhWXy2EtOaYXeLuSOzNsria1XFTjqgbepOvuhARm+i/ieda1vEPjefxoM7F01iopowh90GvYBx2dnAsmc9mZS8dPXyw6eDI0hq5fSBq4DMosOASzpCMn38suPLIS0JtWADoqKQe4n7Ec/WYizO57QHM4vzAA9FbvsPS9B4+egq++CBu/SIp5SeSdfoYvNy0j29inKPPDfNeS5dNrciaT8WiO5IIYj+dUzXKO+QpKwx2C9UFnXX3XJhnbh7JuU+Z2BUYnZRQrVDumpshsRJeAHSDXwyKhPesYwX5G00kMElVerajwPaCbmn5qEN5n/ut2J9NfaUeQsudaL8/oMsguv2h3IAvAVCWpvTdJpsejr7V+btRkiPfD20rz+F6jer68KLr+0pp3BcaAnStTeE5M/tCaBcDXxsZ+MjzyMwQ0Atqcylm/ytv/ht7V9n1RpOAo75XZ3sv+k1fel8t/pvvTu7//x81Egb2X8g2Nvt7F1b2U1//+6xmF/kttpll77eZXGQ2fmh92FxPy23vaipok7rCeV2kmKuPz6/KB9vr1B2iC0W1K7rqpH71TazUXSeVeExOWornnyv8UiEIBu7vTCmD6G0fPEzYGTU6+joDecIB+0y+yThA16aLq/kPDfyXiV68bspBbO998jVMzTbDWgZYWm1SNtWs9dGy7b3hieqFU7m05mju7/zElu4QSk2ZQlxUoL5IEIaA3ogW9wz+Sx492SQeWRpnvJ1dlCGjbKvG7fy8VezQzLA5Ys9krgFewfIWNIWNjP7HUWBn6q/qGcGpsmql9JmYUmTKiEdDr3MXxln8klx/jZDt6avq1qkrGemIKicS0pILd+gb088Umem7pWizwHxieDLPS/oH/ZkXzoJY3EtILzRc/CopI6ez6JwT0BvVBA6N5guhRiwd8+9Xc8u/rIIDXQQWVPr8hH2ir38iAfjir5HFYYFSG7850vq9jixc1Kiknnp4fnZQTFp8REkUnoo9WLaaRlFkMtLVyHukXHJW6eolHj1C+kIaA3riLhFt9aMmZRS1tv3UOoAUi6jpjComAnh0Vr9oiYL0C+vqAuLq6QiQJGhj8ubaDT+/f1zdEhEbTnXYjBIQnwTcODf/15NTro6N/MTD4i54rvwaM0mCoMEVPTy3QG8Qh4+M/tuouuNL7D2Z2a6CIxKzunl+vnInuRkBvnCgOSkyaRObjaDpPTPyQy2YioM1keJvvaD43Julu4q0/OnepeYDClc7Wjq7/S88p3e4b4WgbBWCn0mwzetG2d/zzK40s9IqRAdD7+v/OtmUYK3JzPCgpWcUwcry60v7XEQmZCOgNFGbnS03gC8PsrA9gXi2tvxtbX/4NcgH94IbCjItjfkzSLGd/txb6p1gllaRWodph6poZn/hR6ssiX+T7NDyp0claE3hk9C/NL+VJ5d4CkTbDa/eevcDrlKyS9s5/tmOd3E9Xa8Gy5UcqDFSDQ3+jH/gRFJGMgN5YcdC7AmN4gmhr52uWq0Ec6qD0aBdW/OHUkjYneDSrMlXc+bNr8iYZZ/3RWSqqWdV7q9Js9wyJJb0sRnhCJlgkg0M/d34gU0vbbyOTsq3qmbvZk5KUWSwQUcVSf5EkiF2X8NbLAjUI6A2UqLLdJxzGaoP5FHmADnk4o1xPfPl4WgrcJC3peV55pdm4B6O2mvnNHdU6o/NQJ1+u2mlJiXoS/a07/CJiU/MBzVd6/94leQAv01L+R0p2SXRyrndoPHY3R0BbNVZT4dLpH/jvpF+UwyM/Y9cY2ptPFzRMJgMsqc+vy9cWX57fb9JI2Y9nSRty4FR0N9UZBbclDWTXlr68qawTRFg+9yLFiZecWSSR+RCds91BIyM/hQkE2MWJ6YXrJosSAe2MuohwKV/p/QfSr0hN8+bq6orhzheljoBu9byq3r5fDQz+olHmW1XJMF9m090ank6Q2g/w02vywQ4jRaBa5JyFSek6AzSnlmXe80suoEOi6FKFF7nlishcP5/807qGyG0boKofApo0RsO8srPr/5B+LU5Ovd7S9lthY4iwMUgsDejo+r/6a9OMivKHs2vDDTLWLZgdJbN37eQV4XVj/asqKyuery86f3JNLpIEWnjBjI79xM51Qkr0Hrlyl3uiWaexsZ9szA4GCGjbFUff6wg72vzdyOXHfHZtDbg7vp5VCevJLCrSoeYZtZTXX+wzi1U+NvbnFl4SKs32XUG2V6anxWeYiRJxK8lVO3cFRiN2EdBW2NFgvIyO/oVTp3sTP+TxY8g1Th0kctPWOWzWw9vKdQ/oRmGNVTMzTcsmGzt/wyxwz97W9t+sCTqDxFL/LWYzv1EI6BVh/N40niDKyc67yanX+ULa9QGhm7Omp5lHSs3+uTFJdXXFtX7h+s4eXFpo4nFY1mZFw9wfOGtDVTl6zj5HrHU7TqSshSKgNxagQR5BMY0yPydfrFPTP2gQh5hilpvo3oRk1fpzJmml9WI3sGuYbUruaJfg8ZzxKLpnC01dmrURwgG/SCNjV1dVAGgEIoqwMUgkCYKBVtgYAm/WVDMZjHKbU+92WjP3hyu2ThBlQ0T/xOSfDgz+bVf3P6qbtsCXwq9oan7DadZJInaxQkDbJmpMWkvrvzmf0XCHTPe6L6OfLzZ9WF7+eN6KyJMvZxQtCjbYy0D26wOib1eLWnk4qzSVveJugsGmq+d/OybI4YfJmZauE271gjlf9NT0a5bX/CSyBBOWEwXDd2cGRSR7hsRuXU728wtLoOeUOuh3Afphz1NTrxEr5BurhS4CmlzF78nv7fuVKxgdOnWlwW2p9OWMklPLMr/NswX1cCefy9Eay1ea6xanpEB2SxtrzSrXigWtHU0ddiWASetHS7TkQk3KKBoZsTTSWab0iKPvXSXx2oNCi8+AXzdq8cLm6k68ydelcu+kzGJqbBqPH9M/8N9hqrHVG8PsENC2apNHaGrOPhKvUcsZLWwMVknYbpsmvtLLsTgpaZFzOGwWzOtrqis61NxbQ2KbQ7zNt1lxH/GFYQ69DOoEEatmc2z21LpWLL6uQvwtgz6RZLs7rUAgosJQYeey+fjEn/H40bsCY3RV8SKTsv0sPhIUAtq4tvnQHHoTmlF3z//iCaLcc7mMOKqnCxqZsIbwXQx3CO5Pyb5bIKd0Rh238umdNZC/U1nJcGiPnqnp17j1sZs9zcU5+IUltLX/qyUGLFistrWp9QqJi0nNS8ooFksDbCiKMLYcSOroEn0I6I0IaK0zOjZNP7XEyWrv+BcGs7y3mbfkZoDWyDiqxtqPpx3Syqu3pW5uTOLmdP78htxUaXkS1dr2Wz9qgtnCuXtWdcSNjf05jx+z0+5iQ1u9abEpeQ3i0OHhn1n+E+obItCVgYB2oFKyS6xqI0+Kxsd/1Nbx/yg1b8qVu6o5qf9Zvr9dzYW5f1Ulg13LAqN1pEvgKjMTAH13woEAfXBD4ebrhA9nleXl5eMTP7Lhf3bTi+sqJCljuyXlXCITLVpJi07WlmFqavqp7h2e4BfwzuDQ39BzSrd5h5MYhxq/Z6+6aaslP7at/TeWNFJBIaDtaJQVECWR+1qdIjj6F2BrNIhDQAKR9olU4WVh0NXU1Gtg8gx38sGQJDTdK3ryqkuXCCUe6uA7uSbn0qKGxapwvpvbfTTd28Dj29g4bdMrixwhlnzEwlZPW7xCdHTe6hkC/xbs39Tb98vkzGJH9DykxqQ1Nb9hQaQzZdMab1uOgF4DSkwvtOo+hFknk8l4NKs2KMiglNYuh81qqS2SBC8HzwaLpf6EloEeCu+wWOWzo2JLYHFzUMyoKHdCYbyndzUPbiq0eOoTjjq+CwGcpf7W+s9vuD4D/t6kRN9wrq1hwpzG5khhAtAH3z5HFBS1xIiGa093HebtO3b63d+vVHKmNqA4ONJnOSaaCu8Q3QXPX6KsrO251Yem22CrF80A31s8qXB4YHSvelNYEsQCI0Qcfe8byGgEtEMFVoxV5cm5bJblMRhgGj+4JTegueV6tpyuNtnrwMi8hzPKcsZHDfWVrQoug1nuBCwCoD+7rpCLaysrGf1t9S6pDQ1orqpk8IVhMGNokXNUEjZfSBsZ+Ut7PFdmAP0fH/2PzcuW7/dTN78gseRv9NPtdgZGe4fEgyISMgGygRHJxMs3/SL1CWu0Z5XRDYoPnzJwocB4kJa33xKkxtHzLEmN6e75X2CLgNmxPI/U7p8Wn4FmNQKa3CJK+RMTFrmhR0Z/yl4tTNghC2vNPKDntw4oXvrxtBRmA0Ryymc3ZG1KjhPW3+SiGt3LW0NiqbD6xoDo23sap7mYOWyWRO5L/KdPTb92pffvu3v+p/1LC6YADXR+w1gZ+7f8g4zmQweEJwGg9bms9ZnsCt1sZWmLlYDWRnpYRs+gyJSublvyWa70/oPWLY61RhHQZCkyIcvCleu29t8AoMH6c0FNy2kZ2HpdGt7tkUaySH2tX8jjMJec6x0eaK+/PyU1SKoe7uJzapkwPMAPvD4gMlplibQUwVrW8MjPHLH2awrQWjp7hHoGx+bvO378zMW3z16EJ0S29+X/DFkF0B4UeO5D2V108GRa/oEt3mE6DwY8CY2mH3r73Ilz7x849g58SmtBv9xg35HT8OTU+d9nFRwmgkoz8g8cPfUefHt24eFV27wur81423Yehob/OiYlF4GLgCZpSSQu3fKiCnDxwbx4tJPvEp/pk7vq/nYty8CgHu+2PdJjaVEDKGyTG+K4utrhK4TNco75PiwTPQ1CfhWMRvAzAaY11RW1yyU+wNgnpc+L41IEjQJ6aOh1AtCHy87nlRzzpSYASUuPnskuPqINQw4OWRkhtxLQxQdPUmPS4B0DQMM+wdT1ConLLz0Oz/UB/YoF7UEpOnQSRgUAvQ8lHp4UHihb1RGRmF5oW0tPhfote0qqIqAR0K8oLD69f+C/WXUJ8oW0xUkXB/PeGhIT+db3rIyKA/tULWHPjBhZqBQ3VH81o3BYiIjWQh/qsGVsAysbMG1//F+znEuKN8NyQPf3/ynQeZMXNSY5d4d/pK40ecmRU/DkTd9geq6hQ2AloKOTXxikBoCOTsp5+ZFkeGkK0H60xBPvvK8r/rnVm3b6/AcBtKTVGh5GiqX+NqR9Y6l+BDSZgjvH2pzvyck/5Qmi3KTomqqxtlXB+cayIkcLk1IWk2Gq9+DklQYHldx7eletkbFvDYvt2QmPw5yzo7L2swU1o4LhuPB2o4BWKP7qRd62FzUsLj05syi35FjZO5d0gB4d/QuRJAjMVYAs4apeCWgdTA0A7R/2IqPaOyTeDKAjErOAyCfOva8TbAMHs+qtEb47s6XttwYJkINDP++58j8N3ES9fb+Uyr0FImpCeqGNBa8R0AhoUsLsdF293Sd696tbSiazfFUD8/awmMepNO8BILeY0dM76qv9IjCca6orSIkX5HMrbe5+ADZ4/8AvnAbot/wDIxI8dvn5E0br/mNniw6djEnNC45MjaPnvwC0T7AOfO2d/7Ldh2LKB20U0Lr3zQOaEpdGOEBsM180zZsVqrcaxJSEtAL4abTdmSGRqbDnhOWaeXAjwB0EuH8TE74R0I6QQBRqWz1yd6tfLOJXD3XwTXX8G+nky8W1FtbisFP3p2S9LXVtSi7YvJNXhOTmsgv5VVN9QlMVU7+4pXhwS25Qy2lJWwOE1d7xLw5NEDUAtEEjQbCadXXm4uh5BKDhI/p72OEX5AhAewbHgQWtc3bDS/iTmVg9AwWGJ79ldyo5CgFtU26rD82G+v1TU69VVrpjVbaxbkGzjP3s3it4gpetCk5/u0XO36pKhuXlQw303aJm8koDi8loknG+vOnASIx2pdYk71TzQDAmDXfyhzsE8Bz+U/7AKOYLw8RSf2FjiEBE+c8/fAiDBINRfqX37x2dwa8DND1nH0BQJ6AbwVxqrHahjxqXdvz0hUNl57csV0oaHP5TRwH60KnkzKKtXloHd/6+46VHz/jTEgPCk2Fs2Lv/bQQiAnptOKAHh/7WhkCiD8s/codcOCPW66RUI2XrcsQ/uSoDPC1MSS0Pg7s5aLWnGJg+0FYPfJzubXDyvAF+2tyYBH71k3klkXdTWclQabZbXuSedEAbpAISARuJ6YXAZVBmwSFfSsKRk+9lF2rf9w/z0e0hINyXREBHJeW8ffZiRv6BZR9LWPreg0dPwQFczCo4ZLn5jEJAu0zeoXE2t78aG/uJNoGKV/nkrhqm1dcHREvOrZthvisg2NHX+0VgVDbUVVlbe5rBLP96TmWV4Qwm8/UBsfuMUtN9DZUsRlPLpqnpHzgZ0NbVJd/1SsmOA8d+a2pLWuwuRBgCemMBermZ0A90jYj6+v+urf03ctVOXQENeGm+nDnw/f3/+INIoHX+qiVssoom26+FSel0r/DhrC1+hkez6vLycgszsL+9qwaD/c6E1A0nE30tdXWCiEaZb8+VXzvHoDbF6M0eIUbf1zefVzJaqf6Z7nk561cdHX+OFENAbxRAb/Kg/NeHHwpE1OVGIUweh6mSsIc6+TBlfnBL67t4NKeElxUVjL7+Xxq9G+XKXc16uR7sWpb7GNH2FgW9JbdkvPn8hryc8dFn1+Ru/VtuKNrkXPgvFogoy0UHf+lMs5p0SeS+mEiNgF7/gPYOib/aJ7QkeLauIdLYfeLdqXolIq2mumJ90JnQnXFpi8JkRMfz+02j3QIum/X0nnoN/SgYS1TS2urqCoC1QvUWWNaTjmyb4ggZLd+BQkCvuxIcidlfzljkAehtrW9qeUOvCduP+MKwlUER9TzWk3nVemL0cAffaOLfF7eUail7ske4pn/dvUlJu5LLqdU2WhQ2hoAA2YNDf+PmgNavUIpCQK9bQCdlFFl+MzfUVYHJ3N3z6+aWf2cyGUYn9cv1jMqneoXP1xGjpQ3V+sl7D24qYLjicphP7qrX01D0YtIwIRU3VFdXVYgkgc7vs2OhLKzxj0JAr2kHdKi1pTUXJyVdGt7YavXshzv5gOmJKw1EoNsXtxQOrc3mBAnqKvta69pV2qZcjcKaxSnp+kOzYajitIzLj7GzPDRa0CgEtI3ypSQ4qOjEy85JQsBZi4IrElQL+VUwiQa1Kjhuvp5mVFf7RY2C6mcL6nXPZX09nldXVDCs6qDqHAlEVGQZAnqdAzqOnu/8rqxP76rF/BrANNFfyt0DOW4oRju1pU37Wuttzi1c03oyrwRGDw3/tVsBWt28WVt3H4mGgF7HgE60xgFNumkmrK9uUXCu94t0JSOeLWieuU04hEJUI6yv6m/VphQ+mVNtQDTrF+BmMhmDQz93H0BPTr2ekl2COENAr2dAu0Nj6eEuPo/DrKpk1FRXcNksFqtisrfB5QuMs6PiJhmnjlu5kblsUOGvtobZ0vo792F0Z9c/WdWyZGdAVPye/MT0wuCoVOQgAtrdtTMwerRb4IYsGOnia2Ts+1MyFx5DBZPx3YIGzGdXdY1xT7XJucLG4MnJ192E0V09/zspo9igafdK7QqMSc4slsq9xpYrnitUb/nTEhGFCGi3FjUu/dNrMvcEwdKCNrINDPzHrvAtzI01jrwMU2lRcO+5umuMuwXh8fgxA4N/6yaMHhz6G3pOqZmyR/5hiXxh2OTU66COrn9q7/gXvpDmGYzV9BHQ7q2EtIIld131ejir/PKm8sEteU01c7iT7+TjHO7i337Z9ATsaJWk9tGsGtGsv8wL/y+t7b9xE0aPj/+oThBllLkBtKRGma8u6zU4KhXeMegUjkJAowPa0rC8ykoGHFhPc92VZp62o6uS+2H5R//xXx/eGXeeGTt5RXi9X6R7+fWcislkLCGaX5VSWiuR+7pJQY+pqR8IG0N0dUdX9gkaGf3pbsxtQUCvmQr9XjQgoPvc7WCi1tYwhzqMGMuP51R9rfXvXvpPkERYM9BW7+iD+eau2qDl1cfTsnoeLhiuHFAbhI1BbmJHw1ABdvT2VztOwTQR/jQ88jNmTaZXKLo1ENBrREGRKfNjjW7hzZhR8rmVbUqO+VTD58slfghY9zQ5fGipqmQYvHOtX6hftA9FqEnKbnMnXwePHx0QnrzJ48WyYUpWMbxZzvhII2VvXa363SaPUCzhj4B2C8Xv2fvtPY3zPctSYTWHzaquqgB7uaaaCU861byvZqzLWBns4Pc62PzncVgrU3jArJ4ZESOUVw5m5suFO9mObm3/zXKjr9A6QURn1/8RiKj3JiW79+xdhc6e1JSsEphWJmcW+VETEJQIaJemqKQXOvk2BqQ2yTh/vCnXL69sc2n/agcXNR3pEtwcEhnGlixq1BL2wxklQvmVqn43FQ3iEPesqdTb9yuxoFotZW/zDl81q1aX2tosY2/1xmLTCGhXOaC9aT3NdU5M+mhksSqm+sgs+mFtjSdr9WxBDaa9sbxnVXl5+efX5chlfYn41X39f+eGgK5riNRI2TsDo60yWR7PqeLp+chKBLRrFBaf8alTyhXNjoorKysGO/ikJ3Bf7RdN9Di2MWt1VYWpIDOwyGxoKbu+8wyN9nNwraQKLxhNidaxq8iDoj/kf3tPg4BGQK+NGtDW9QBc7i091t3A5TDblNyRTr6DPN1A/NpqpkOhw2GzTB388/tNg+18tYyNaNbpShOvufXf3IfOcDD/+eGHmz0tKnoXk5yrn7n68LYyMjEbWYmAdo061CRHI3x2XcGuYbYquAPt9cOd/OX6Rw5fgWxXcZ/MO9Ad3NNcNz9uLtAFjOiqSsYn0zKkMyEWq2J8/MfuEBPd1PIGn1tpYc1o2u5MA//bZ9fklLg0ZCUC2iVF+ikGQb72gxKIb2H3axL1+Q25kF/lyJgTVW/LKjHXT++o4bdj+J1unG4Qh7oQzWNjfy5TerBY5QOt2v+4pMxi8/eCDyU+NXvf7KjhMHxjULQy5wWFgHaGdvhFDneQWSPJhV1iwWZ/PKt0qJFuyWZgSldXVTj0SNaK5OLarp7/5fTQutc6uv6vQETlcpj6GadX+0WmiiJ5BscmZxaNdTcYrfHd3cTb4okNARDQrpBnSOxUL5kBFaQ7TKwI8LqlENQ50Iiu51V9ZVlQ3cMZpVrCvtov2uCAXloOi+52DKPHJ/6sufXfxFJ/idxXrtopV+4SSYIbxCEwOgJSny0YWSqg55R6BsftCozxDo0LikyJSspOTC9sU3LGuwXfmu4nCQMzghIB7bIqo2PkVRl9PKdybco4DA9kNdCCO3x2VAw3Zx2XVVvDzLp4Nu/iOcuHH7DFelvrRdq2WBvdjubzWM0t/04Wl4eHfwYsBgOZU8uc6GmAmcqDW/IHNxT3JiWrdiB7Mq+Cj4x0Ca71C+9OSL62rDgiNjxEQLswCDqst4W0IOjpXqFDuxpaUlmtgsmwfz+Nwprsi2dTLp2Kef9tyvtHgz84DIq4fFzZWPtHa1pzfXJVppGye1vrNzij1TK2VOFpX972j8FMZrEqhPXVziyV9fSOOjY1D0GJgF4PdezUUrbLO8DeGBD1t9tVVr9dyU26fJKAsoFCPzhcfOG9K811VoVyXx8QMZnlG9zjMdTBF4hCp6ZfsxbNA4M/bxCHwCQGJjQu8NIsahIzihCUCGjXVYJOL3y2QE4YHI/DdH5Nj5W+BbCz7El0zLx41iiddYq9XHbovYuTvQ2WV6b+blEz0smHA5tzj6JULtHMiFgs9beQy339fydVePGFNBG/2rUFuPta6yxJPkQhoB0iH0o8WeuEDXVVj92goepAe/2irX1PKioYIR8cMQ9oQimXTh187yIYhmbWlwwEWw62azE95pbdxZwg82U6eq78mvAvV1UyVI21n1xzixx6MF80Mrb5SDtt3TsPCvIUAe0QtSjIqWWhaKz9/Ibrbyqwggfa6j+elnVr6qwqODd5RWDKuWFK8e+f2P/eBTCyrJk1N031CVms8hY5Z9V1rQ0C6OHhn4GxrJLWLkxJ3fCwn99vgglQPD1/04p4O++Q+KSMIpmoJoCWhDxFQDtEEQmZpID15qDYHWzDxSnpf334YZeGd3dCm2jequBIBFWWBCYrxLUR7x+zCtCg7EtnwY624TjvTUjalFxOLevuhHQj0HlpoUnYGGws2e81RkW5+0eO//GmXC1hexOV/j0oQREpKVnFE1cavlvQLK8lYr0OBLTDOqqQlU/IYjKeu7q3Idwz069m68Lw06HmsmuY5gMAYGZtoX9Dp9yL50a77BqTnsyrBtrrWayKNrljs9VdLkFdZVv7vxotY3RraG1Um4JrG0xpGPJbFdzZVydnGI2HgHZkSeiMIst9qWY0uhxk6tq7yJTHBsycdhUXbGoTa0H1yZdPWUtnEqvofXpNfqW5jmjD+PTuenN9PF3QCERGMr9HRv6Sy2atgx8IFgDyFAHtKO0KihklyTtBSiSyzYJhhlPLMpsRzrmzwqUw3MnPWC14w0D5F86Rm4Sps9HmxxqB0WDOD3asnwDqVgWbXZfQ1/9LA0CLpQEPbijWwQ/sb6vHFlkIaAcqJbuEHFNCxZsbdVkwGdjv42at2u8WNIyK8qVX6/2nXzpjFZ0zL501ZYmTF4HbBOZ5o7DGkrKu7s84Fqvi8ZyyScaBJxK578joXwKdJyZ+WFvDXB8j0PV+kXdovH6OLjU2LXx3ZmRidhw9L56eD0/gZUg03T8s0SM4ZpMH8hcBbY1Co+l3JkjI0QL2Ncs5rrpP4KuXViXapFS2DL5vF9Qwv7Y2ciPp0kmn9aCB8YZdw/zsusJMcDFQr0vDa6ivfLqgcU94wRDSr9d/fXFSUs9j8YU0bn2cS9JPHLF+qJGydd0ANntSxfzqT6/JHtxUfD2rejL/QvBycUo6Myye7G2ASVJiRhHwerMXVmJCQFsiDwpZWYWCukrzbbkdpE+uymQWmJygysqKO+MSBqM83MqwjbjLZTAGPHfij3qkrXRaB4bnULuhx+OTa1ouLC1qufz5dXmTjN3dVOeG/OJxmE+MBcjfGV/z4Ssw2LcoOFFJ2Vu8w16pKx2fMb6az/D5YtPdCUmnmpeYXmhRqxcE9IYGtLZX5t4nZGSagIk02MF3/t3S08x7aFm0Flim+y9cCLEyoi768tsAxO8WXWCoAoWn+4TAArCUiTSchzNKVWOtwdLujQERi1XuVvmKj+fVjm4a6ZLI6FtD2rkLNS7dVIpKcFQqXJCWjOXwnzjUwU/OLNn6KuVRCOhX9FZA1EA7OQtTLFcsFZrqHLhSXRpe/OUyq+gcefm4SlJLekNFa/XVjBJu5jYlV9FYYzRvE46wv7W+qpJhVZKO4yTiV7tD+hJZIsIikzOLA8OTV72hvEPjm2Vso9fMN/Pqq31CmLP2tdbPDIm/W9AA8f3CEhDKCGizLQozi8lZtVdyamuZzmwBBZc4p9aiFSfgWsnF96xMSDkKdF5D0W/f3tMMdwgqKxlzYxLXms9k5am6OMtm2R0B4yLMMsGOscLo8Y+EiY5+aVPgdauCE0fP1y4qelC2eYf7hyUmphcqxLU7/CMRyghocwqJos+TMUEGY/aLWwq1lO20HISHt5VivkUOaLBAYz+wznxOvXjq+hosR/dsQXOlWbt+6ISy1LOjjQ11Vexabfls+N+vqa7oUHPBQnw4o1yDONaA1X+tX9jTXAc/ISGtICG9MCSavsmmghtbvWj0nH2fLpcWAcMZeI0gRkDb3KUwtNnuBtVKae3V5Vw+sDu6NDzntFl5NKuysC0h3HLW5nNHXj7ev2bLOn96TcZglDu6zAWLVf5kTrW0uCZP0dO7GjCQB9v52uCK9ELAcVhcOli4pDW78qDEJOe2KrjJmcVgMiN5EdC2ixKzx3wH61VCOHiV1wdeMTYB1lWVDD6PZadX9MENxfUBcW8z78ageLpPSGiytwHm8mAnwq3FYjEs8ULsv3DBWkCD4O5auzN0MKVVktonDnPRzI01DrliWdheD8yciiByHD0/ODL1TT80bBHQayHerslWI5rLZpnykMDNMN4taFNyYQrcruROXhF+Mi1b+n7tRXlzUNyl5gnrq2GaDBPkmmomCKxvQp1qHtiwY90NdZzKsW7BRE8DoVtDYtjP43ktej6/Jteu460WDlz6ni2A3nfxvSfzqrXL6C9nlGyHZYXwOMxv5tdYevq9CUlKVslWbxpyEAG91jzR0XQbsgHl4tpZCz713aJmcUp6Y0A02MHv0mgtX+BvT3PdVK9wYVJqvlMcYNr8VP3OuGTVNJn9NgE68fIJEitvuERX+0UkNtDRlwu7uds4G7upSEgrQAIioNeqEU3PKbXKn3i1T9TnYC8twFclrbWgWBL7ntmUSBgPaB8ctYHRy1kha75kBMxg7pBd4NSF3dxtEwxUmz0xhQ8BvWblFRJn+bLYk3mlWsp2aKHRp3fVTGa5RXP5m0rzduLjOdWhCxdDbTKi+9Z+B9ind9QDbfUsFmOgjZzfsrQ8s1lbJwHNZwT0mldkQpaFq4UNdVVWtbu2zWPYZTEFVBK2eWfLp9dkxe+9Z4MRXXDx3bsTkrXOaCLA5mq/COYE9jfJXpiSuvMKodGVAyzfjIBeJ3krq8axfnFL4YQZ7u2RxqFOKygAFqL5BondTbzoy2/bwOhDFy49c9eyRDZk9zTJ2HZ6PDhs5n/+4SP3zOK5MSBqlnNaFZw/3vw+m/HrOZVawkb8IaDXvDZ7UVWS2u/M8qi2hvlo1uHhDdf6hVa1AvhyRmE+FuXbu+qDFy7aAGj6pdNrMWnFzJot0MrmZi6DHfWTVxoWJ6VXmuvc09dMXMbRyTltSi4RlZ+UUYRVLxDQ60QeQTFmGmLB9LbXKW7ZiZ4Ga0tTDrbzzdeGHutuSLSy1ijRSOX+lGzdAJqYA1mYJW+YHLRc4vllpB3rK/dLGkzMKPre2vCk4MIgAnpdpq6kzQwbh2NVJcM5c9uhDr4NlT24HOYXt0xS45t5tfVFOQ4ffO/iOqvNRtSb57BZ1trRnFqWLizy0ay2xIS75aGA4YyYQ0Cvf6Xm7FvpeL0zLiGr+t2qghm0DY2fYfAwnwEI016r6Jx2+czVdeTfMLCj4VxVV1V0qXlgGluQnag9e6/UCFTzupt437mNg/7hjDI6CQGNgN4A2hUYvTLqDm7mb521NNSh5i7Z9EGFuHbRdG4LDDBRFi8VRl8+3ixnr0s660d33JmQXGnmEQmcNdUVPA7TaMUrbZ3MFfOqubFGRkW5m9QXfb6I0RoI6A2j+D35+k5GuGmdVpUfvpfBKLeROAtNZso/gdlYcPFdS+gctVwP+tt7mvUNaKOzkNFuAYvJuDcpNfBuLRnrXQCWNfzpk6uud9PDOEGLz0DMIaA3hLZ4h+lnUTOZDOf0FoFbncksf2xHqQeYet8eFttZmuPgexfXUD1o8sst3VN3N/FUEvZLCqvNxFYuLSd/L0y6uKPVSJdgZ2A0Yg4BvVEUGkMnZrWAPEcXen6+nEnRpuQK6iqX7N6bqbLxMKMvtaC4XeLlE6Ndgg1LZ51uDokkgqrlABjBjQHRakuITHvKItrtUlcmZxYh4xDQG0spWSVfzijtrxm9qvpa60jMT9P2sTUWBAa3cf7F86sCeu/Fd79cg4XnHWKWdvIHO+r7WustaewAjP70mgt8Hd/Mq+k5+zZ7UpBxCOiNpR1+EWJ+1SMHN+3+akbBrmWRuMOFKanRgJO5MUna5TOrAjr/wjkz4XobTU0yTm0N87Nrq68EPltQa2Rs57ue6TmlWBcfAb1Bz1p4QqYNxUitrZ/Q21LHYlXIhDVkhQQYraB0rV+YeOnUqoDOu/TOVK9wcUoK+vSafAMuFRqcyTtjlvqXe5rrrg84KTDx6V1Nl4YXk5pnW28qFAJ6vdToyChyzpQf6NzbWl9dVcFhszpUXHuc0UZrFo92C2LfXz3MLuz9oxkXT4NyL7yTe/Fc6XsXOtRcS0zI9adv5tVcjnVphxVMhnOCo+fHGoMiUpBrCOiNDujNntoaHUb7yTsuiqBRUG1POWajgO5rrbetNjTlg6MFF98FTK+5TiJ2aqC93tp6frdHxf1tzkhomh1t9KclItcQ0Bsd0G8s95N3Zpu+a/1CO4t+gBluNIM8yqaadrpmsgfeuzh5pWGD0Pm5NvzZluYp7Brmw9sOn3LBnCYsLh25hoBGQGvlR0sc63ZG8NnTO+qqSoadOzHIS9ZxP/nyCZsBTSj90mkwpZ8vrn9Aw39EPa/Khg8+nFUaPf+kp0EmZWBoHQIaAf1S0ck5H09LHX3XNcvYn123qyHA5BXBdJ+RaqXz440ZF0/bCWhtoPSlU32tdRvBgq61tfOsXFTjhCqA8L/gHRrv5nfNNh/am36Rm7C0HgLa0drkEUrPKXVcVMOn12RqCdv+pBjAilGP+YObivwL5+wHNOjAhQtOqIvtctncH/bZgqbF8T4xmMf0t9VrayQ5JpDDZqrCnUKJ3pOYUdSu4hIx/l0aXpOMHRSJq5oIaMdGRkc6oqPKH2/KYVIs5tc8W7B3FQ720KbkmLqfbWvyvVLUD47Crsa6Bevb12FPA28hv0q/s4njdH9Kmpq9b7MXaSYqNTYN2Nqq4MTT87+PZcosblFwepp5Pc11gF1Qp5qXkF5olLnJmSVG8yrHuhsw8gQB7eCC0dF7bg6SlvkNVi1c6/U81mOSAiS6NXVzYxLTWeDcYJsCOYwq+fKJQxcuzo6IEdBGCjTPrtLPl9xao3ty92/3sTddZYt3GLCVCPx/elcdR8/T/SkyIeurGSOet2YZG+xl/Z1s9aGZWeLGknsIaGekgC/ZXTsJLvdWBVfEr7a5A5Op+A0zVu3dCck+mxrImlHmxbMH37sI9+TDdZcgbudsicdhfe0sR9DTO2q1hG1PvaQd/pEqSa3+AQN83wqIelGaJpp+31gl2+v9Ih/Kbv39eIfGm8rW+eKWMiIxCwGCgHasfKkJU71Ce26nW0Pi2hqmDVX5bcshfCUd5rr80IVLtMvHycV01OXjRRfehXnxV+sI03YCGk51TzPPaUf73YKmWc62bdnQMziuScYxWLqAHcIZAJs3Ia1AI2MbbUz8x5ty2u5M/V0FhiebSr4d6xbsCoxBgCCgHS5dezobNNolIMqkOSBrXNndtHp8xZM5laqxllxA63zTpe9dmB9tXB+AHmznf25fRA0Mw9/ccd5q6vP7TV0ani8lwdpULI2U/dzWhcrMvQfBZNFfWjSVNNCm5CA6ENDOEDU27d6E1SF3YKHAteu4zrPDXXwLg0DAMnIEoF/EeLx30TnrY47W7WHxcKddVQbvT2sjc2DKD9b0klNKigNngbYGfuHV2lPstac8Fvyuq33CZjknIiFzqw8NdggW98o8WG3PFwzcRkA7K+SO0mJl29DPb8gZFeX3px0YHiviV1uYwwZ2FomrhQYK/eAwUMk5PHKoHtxUyEU1du7k/2/vvaPayrd8z+nu2/f169Xz+t7pt153T7/umdc9vWZ1z5rCqVw22UQJgUAEiSByzs45lascynV7blWZDMpk5UDOwcYk44ABY3DlYJezef/PFgfLshBCoHQk9lnfxRJCOjrnoPP57d/+7fDzXflkX52imQPWdFVVaV+LEHZr67iO0PfdDibkTYmxVvnvH+7KejSCuNT8tNzDqxdCYLTzD4tDdCCg7SRGfKaZd9rrRVV/q1DIr3xh4zI6cnGNmfXwBto2WZfDTMV8drKvxemTWebHmq0eiQG85nPLR2yclQqHTRiz64qVnPdm0comvNEY+VYZd0N2PQIaAW1pESV2RpHRlRNdtsKT+3IwHErKrk3bJRYNTKFp81wco921kZ+dtB2gicL/DzdYacj+ejQhWesgf7onkzfV2Kj113CHSC3hPJuzlXv611lFTFKuOV/jtaLmrV4XMDoxG6GBgLardniFKJrhHlat9mZ0qfhVlaUiXkWn0n7r+N9NSc1sbnt7oMHyuhzr6eihi1dekrW34Te3JBopR9ZYw6kuWz3tmBqor6kus2ljxh/vScvKrtmuUdaNrlpvyjoRHV5B0RbGI5m7OtKB8RsIaEdol0+oUswhSgDDVPH2YINGym2qr34y4xgwmTkezI00mdNdxdJMlitnjFYFcaxgGGuRcSX1K3mbz+aV+ssJ8Fe1hNutspN/pk5YYaOOl0uL2tVC01ngCWmF5tTR/WVaPt5X167gVVdp3ehgdOuqsD6bVdwdagRzBIY0E0cSn1aArEBAO6gYqV84TFdh0lpeXmrF1oI2Dd39ZVpWbKW0b9NGtH1m0GY3V5W1yriNdVUGprG4rgq4vDAuBlI3iKpeLNh1ebOWX2GjwMRvp6TaSh3GlrgD6PG6pMG1oDzao4UyTAQbaqv0s2fh+rRJefBtB1iL+OUjnSJ4pmLt0qwT/fX6cXgoBLS95U2JySw8+uS+43M0zM9Ovn+jqfDSRVsz+sClSyTpjQJWnpBfaTSl/tmcXNZUDTMhy2uhbE48TrmN/PX9rQJqVJJ7AGObBxUsiWAGm5WcB9gFNJtYG4R5D7embGYjw4asscZo2x0YC+PTChERCGhH+6O9aYAAB5cwnlduqBLx15PiQxevUG0J6KzLF751aLus14uqke5asPW+vSUh83IljKzW6khpEFOxOCEe76vv0QhudNU+mhCvW9+qv1W4iTysx9PyXo3AwJUE87mYpNzd++jIBwS048VKyXfsTS4X12y0DDFY/UcuXrFdyB39s+P9rUL7X4qHY+K+FgEAorz8mo2cvFYfXFtljncHdSr564ZFv1lUXe+oBT0YbX6mF8VENJp4vaCa6KtvkXFDY1K3YxloBDR5BMbC6wVHZmdopJzNoeHwxSuBnx+xEaOVYs7ihNhuF2F+rBk+sU3OddQ67ead0YKKn6dlDjyA8b66vvWKh3xzS8LOKPYIigS7OIAez4jPZCXnwUAI+vKrr2ACB2bKutEjKAS0A0RnpTuwohsYPrcGGjZd1qfwsq380UGfH864/DHMmm1dmBToppFyFU01b5yKy/q9suAqOarENnwH+Nxy08WYYFISEZe5VmTIR/4RO7xoyAEENElFi0m1dRavCZWXlViSXX2jq5Zl28joo6lXzqskHFtU4IQTH2gT8rk2KRBoT90ZaoRpkP2z5F89VJaUXnu1sE5yTWB4At7mCGhnlS+NNd7nmLDfHrXARCCqOXr5ULX/ks0D70KuHj1w8fKsVaPKHo6JS0tLnMLRbI5mRppgGHtlX19Zq4z7aFy87iiobOZs86DgnY6AdlZFxGbc6q9fsu8tDVP7FmusL7XJubaPjCZCOz4BIgBSN10F4vkDxeP78m+npK0ynvP6NNbSg9FmW3RWW9P13Lu+61lXPSo6MQdvcwS0EysgLC4+rWCoXfTdlNR2pDZxACGRzHXfPthW3qm41qm89mjsnTF7Z7Ah4fIZfZK6F7zrf+GZnmIOfE11VAoK0/d4JF05e+DSpU4l/5EZS4gv55V3hhraFbzKipKa6jIBr6Kxrkop5jjdSqCZ4tbYNtFcn7k87gaal9+/0QRfb8zbRkA7t3bvo1OjkljJeWDizVs7B8H0R4dFxa5TKamnWptORlRjCAjX93IU63k5PPa/l4S2J4plCZ1BO4NCV7+F8vnRzMsXDl663KXifz0pNtonqQUYwtFmrL1ZcOUetfqavtF408YV73TFo59tcCR4vaAa7hDBd3unVyje6QhoJ5c7JZSZCnYi4M+6gM4uPn720z8YiMJIgj9duXh8zTJJvYIVXHrStnlQtrtTf9VbWGuTvyvk/1Eqmyg2ArsletPtO55vDqBNHNje5ITAU0WB5/YHnile3Y0FSH344pWv9Upmw0W7VvLVi3nlFuHy/3y/w68dIn/Geuo2WTBvRgETGjor3c0dvdIIaGev17GPzs4otlY4sI6DmYXHvIKi9aWtAuwe/E57g7ftpd5sKV99SAWHz8DdtVyZIVg/lmNvDMugGpQO0B/s1b8VKTD2+B7OMQpo4wemXw5i+e0Ge3NPTzJ69ZKSU2tKPn5/2IM5Ck1W+4fVhzSoKnMNQNfyK2za4PHnaRmPY+m1IsKiMboOAe0KpnR4bEZ/q8Dy+ug6DqZkH9Q+9gj+wJsK2uZtVuLWNk+qPqC3uVN0e87Ky1pdrk8P0EYUeKl4NaANDszwALyoH2yodvsGC73/NO0KTREXx5sH24W2c26oJVyrdJR/OquQN9VgdAcC2hXkERhleRCVIQff14c+YRl5R46fvXzk1KeJmcXbvUKI4QE4602JyT94Oin7QNGRs/DrmU/+kJarpWowPVprPrfX6A4y78DJk+evwMuCGWwdoHd601KyDxw9c/HE+cvpeYcJo3hnSPiagH5/fNI/gOVPicwuOn783GXYGzzY4x9BvBJeFhzBPnTiwqkLVw8c+9gvNHblvHzpmQXH4PUHj1+IZmcTBrjRQ2IlsF3DiCaSp22hsd46C9stGtjRocxUvLsR0C6yfqhNGLOSiwNgqtNH++iAreKj53L3n/ShMAFtB46fTy84ouNjwcHTVEYSkM7AxdGtrpSJ/7jLn050ITh+9lJG4VGAKYWRdOzMxRVAu1PyD50GksLz3pRoeAAQX/Y/UnYfy9l9NNPzdL7pAzM4gMMnP8kqPOZD1R4nHPPKcS4DGv4UQI/3DIqCXcFj4vi155J/xCs4OiQ65eTHVxjxmSYO6cW83AUAXVNdZovEwucPFFWVpdbdp0a6Tu1pFALaaUSNSvrGguJqa63FpeUe8guNO33h6i6fsJXcGSrz7CefE3iFF2jzdN/3QbutOrbw2PRjZy/pytyEx2YQgPalsU59fHW7J/VtNxka7NmPFrv67IwemMEBuHlQGXGZujpnUeycwiNndIDWVTGG04FftTZ+BBts5JXZwN7gyISs2JR8E4fEq/jUBQDdXF/9iw2qc3QoeVav7ff9bSkrOQ9vbQS0K0jWVP3EgoxnE54EwOv+Y+cJzzJhHZ+5cFXbTXmZj/o81begt3lQCcGv7IxisH9X1vGWHREEoMNYaYC/Uxeu6gTPh0QlG7zdtItD/wC2eVLh7XGp+fBxYBHrA3pfyMpCpVdQNAHomKTcvAOntD4NL6oubGCtQ4I/XTh3xAUA3d8qnLV2LX8gab2wyhZHuzAu1k5r8AZHQDu7mEm5lrihDThIY2gzU4ilP7A9CUC/7Z0RDAZ1AD1e5wJeDWhqVLLO1N3lE5qQUZRRePRd+LN/BAFoSlTSirfBcDbw3tv1D2xH4HJmyseH9X3QOmsXjjP/0GlGQlYgPSGKna0PaN3LdICGK5a7/+S7aI3lwWOtQ/IJZriGD3qjBb7NDHy2XcuY24MNtOgUvMER0M4t/9C4TZd2ezqnNAro8Og47Z7DCBfHSgYBkE7nQV4L0IY1+WLTj525qHNxwP1G7MEjMArM1T1vwzngV9iD7oMMXBzrApoSkQhWs85lEcXOMg1oGAaOn72sOyowqNMLjqx1SB96h8xdF7kGo3ncchOd4zeqoXbRpgOfzdTN7loYcfEeR0A7sdw8qJvu9n1roMEooHsVJQQHi4+dyyk+4RUcvS+EBVZqht4i4XuAPnQmLjV/hyfNbS/lu9vaefQfr2p9CPDM8bOXAH+wh8DwhEMnL5whvNjwiUXHi4+e20dj+YXGAU9z9p/Q7sozZK0oDhOA9guNhV+pkdoFQ2pUEnzioZOfEPw1CuhtHhQwltPyDgOF4fUnzl+OiMtY65A+2hfmMukqixPigeWOBz/dk7UreETlZULwFbrRVTt3s+m1edXvvr8tFfAq7FKXnIv3OALauQVw3NwCfcvbb78BoJcWVcFhWq7t9g0DvIK9efT0xaSs/QBcAz7uWA5ZDY/NAMylaCPeKDQGS5sbNiv70CdEP8wO2Afgg5cRgN7hFZKcc/DomUuw87TcQ4T57H+2aB1AXzpsdIRgJecBl0GpuYd8KMwjpy+m5x1ZC9CEswVwDAcDr2Qm5S7HDFCMHtLc9VqXAbS2kGx56Yt55bWSrwxyst88Uj8cF/dp+GVlJTBsL63RwnywXdgm59ZUl3Gqy+zTdBEGD7zBEdBOHhAdFKkUczZRP5rPLc/MfrcUs83jXR7gd7eaGDHs95PrwFp/73OLi/JEVZf0gjcobnqJKveHBN7BBjkphMOXsj0ocnXIh29Rtn4m4a6IaH3398rzV9+r0fFhZMze1MR1r8/OsMj3fvUz7Gu305uWkZ3t9l52ovanpu5LF8v5Hu+tkzfVXCsxVa95oF2kkXBGu2sB5S/nlZP99W1ybWEpubjmm0l7N2PsaxVimQ4EtCs4OmCeDt/mDZnS5vfttlBPZhR5lz61TwHSdUX7/OiAI3obkkfLHU/Wycy+O9QIZjKnpny812FziF+m5eyMYizQgYB2EflQmSoxh3Avdqn4/a3CZ3MK01Wb7XOnPZoQp185TxJA068eH2oXbWVAa5f4OkRTm+1qZrfvDNAZe8UioF1WH/rSoxOzAdZGvR8zI003umrtNlGN+Ow4SQAd89npCQd1qyGP3iyqyspKyHlsL+aVnUp+GCvNzR3vYgS0q2u7V0h4bHqLjLvwfiOiWn7Fr7MK+9xyB2zfAct8JV05OzPStMUBDZror7/ZXUdC9ws7o4jI4EchoLdQATxKVJJGyrnVX080Eh3WTnLtZEgWXyQRoDMvf/zNLcmWt6DVSjHn53syUh3VveHGmMQcLMSBgN7SfmpWSn6HUtucpazsmhVr/5sOliIPoPMuffr4vnwr03lpefmBhL1xY1MK8A5FQKO0yRpBEezU3EPKZs5PtjejSAXo4kuXzEzHcFXB5MkOTbA2KvgeGs1HRSGgt652eoXSY9NbZTy4aW3nku5W84M/P0IWQF+8tMX9Gz0agVXq61tXN7pqdYW8UQho1Hva4xceGZ8FpB7tqbO6gTnZX8/67DQCmiQabBN+f0dKtqNqk2NWNwIatZ68gqPUEu4bqxZ3/25KmnnlYwQ0STTSXftwvJl8Duh8vPsQ0Kj15R7AaJVZ1KhlddQteQI5OpS8LQ7oib56Eq4Qtit42I0QAY0yS55BUdYFWYuMSxI3NAL67lCjrSuFbkJzo01BxoqLegRGwpSOlZxHi0ndbSw+epsn9UNf+l5/hjclxofK3Lblkw8R0FslIK9bzbfW7Tcz0pRy+azj87w/Oz7YJtzigJ4daSLhRVhaVLMzimOSclkp+ZEJWSHRKdTIJEZCVqeS/2ZRGxr4w11Zj0YQzc7W1f7e4x/BTMqFF1zvFI331U0NaGcG8CvQPCAsfsvGUyOgt4r2hbC6VNZh9GC7MOKzEw4HdPrl8wYZlVtQQDppYw3J+798f1sK+mXaMNrk52l5t1rQq+G3K3hD7aIX8yqjrJ8baVI2czyCIhHQCGhXFkwb4X6wyho9Gfwb+y9derO1g6CJRJXqqjKXP83XCypgNCUiEQGNgHZl+Wp9HQLLDCJV0aWLZAA0mF1YhWN5vHTl6/BgrDk+rTAmKZfOSt9HYyGgEdCu7uugsYY7Nl+iE6aizM9O4QoheTTQJrR/9X37lJBulfG03Wa3cEEPBPRWVEh0yt2hzcRmfTslLbh4EWPsSKXvpqTy5hoXO6mx3rrIhOztnhjFgYDekoI5I9B2Q/fMy3nloUtXSEJnyudHezV8pDOhyooSVzqdRxNiovkvCgG9ReXmHpyQUfTrzAZKdrTKuOQp1R/4+dFNd0B3RTc012XO5c1yiB7WKUVAb3Xt8KQpmzmvF8wKhBjvq0u5co48dezMd3E8nVV8f1v6/IHChQE91C76ZkrqGufybE4B0zu8PRHQqOCP/MLBLjbnntlPpkYqujC7dY/89mADKzkvJDqFEZ/JTMptlfGsW5mELKEOo829ateZT7QreNj/GwGN0iowPGHdYg5goJEhM8VAhZcvvphXmggHbJPzgsLZBlGGk/0u2MMQZgl1gkqXOZ1nswqNlKNNIERAI6BR8WmF6/QhvHiZbHQGFVz69Pmccq3sNUVTzepueNSo5K8nnSz58NVD5dxoU69GQLR479EIZkeaDLrn/DqjqBdVutioA0NpQlrhjre54AhoBPQWVXhs+uo03HeFb242pV05T0ZAX7z4bE6xVtbZhz5hq880LrXAWSziu0ONXSp+VVUpt6asV81/PLPyD3o6p+xvEXA55W1ybo+G/3CseWm5g4m4rsr1ZgYw8IApHWis7hICGgG9hUqSXu+oNeEQDPz8KAkBnX/p02fvN455vagCroHtvMcv3EgptaDIEfJ1h9Id+XhvHWEjV1eV1QoqRrpqX6y3fvtkRtku51VVljbXVz+adNnmubcHG2Bk3WVsxEVAI6C3hOAGMOrPXVpUHyDf8qDOxQGW5tJypsbd4QZAGys5z5fGWitCC87RzJAVO6MZho3yshJL+rK7fNb7iwdKOMcAejwCGgG9RcM5ejVGanTMjzWTzb+RdOVc/GdnqJ8fBQu6U8mPTckPiU7eR2O5mawdvMsn1OgJOhbNN5fRfGugwcJdVVeVPpqQuDajlwuRb7k+AAho1Ioi4jJX3+RdKj6VTHQOu3osjJnqHsBgxGWmZB/wDI4y9wTdKaTK5vjxrqyk9JrlaF5J7nik5nHLSdhaxcq9aDtFH+2jI6AR0Fs0t5CdUWTg6CCbf4Px2YmgzS4ZxaXmL5GGNf2tgu+snVoibagmrZPdWv29tlpVaAQ06p0+9AnTNzN/npbnXv7UFpwN/+xE8KbeGPz5kU2nmYVEJX87RRY/gI1qhHYotMXvZ282rxWA6NRqlfE+9EULGgG9tfNWdKkcMKOM/PzkhgAaBPC9ejzI5AuSr5zLvnwh6urJTTdSAWN/E6e205umaK754a7M8aHNC6qa6jLbOU/6NHwhv7yqsrRLxXcZ3zTMObAeNAIaFUyPTR9dnimDlWeOSRt59UTS5XNpl8+zkvNiEnNCopNZKfmpl88zViUf0q8eZ2cUuwcydnjRkjdb2SP6s1P+oXGbdON4UCMTsofaRUsOTfi+N9w40C6ywwc9mZUrxRwXiPF4cl8emZCFYXYIaJRWAfT4DiVv/0XjDmjK1aMxn51MvXIeQBydmBMQFr/Lx7BywjYPKoWRGJean3LlHIHv9CvnGQlZbssxcB6BUXFXzmzWQ3IERgJLzs7qbc43Ko2EY8+SIAJexZMZ564VNdwh2uMfgYBGQKPeUiw4uujyJaAqEBYEOE5dhizAMZqdDZPNbR5mFVPf4U0De9nQHRydDNb0pl3YcCTbLcsAdiCgH441KyUcO1f072sRODWgYRKAmYQIaJTxALWd3rRtVu1tEZuSbyKQDmxk04BmfnbKmxJjyQEwk3IdxRqVhPNqwd4fWl5e+tqZG+xaOGdCQKNQ5mr3PrpRB3TQ54e11vrlc+mXPw4yHWx39URQBNsZAf31pFjW6ID2VCOdImvFXDsgjXBexURAI6BR9qrNlBH6+TED5kZ8doKdUUT4Gff6R2Re+Th4bTuadvVYGCvNkmMAi8wx3mcpmM9KB320E3dd6dEI/EJjEdAIaJQ90sqTrpzVX/QDgxqorR8896EvPevyBW3e4NXjEaDPTtCuHtW3taMTc5wO0I8mJNKGakcxrk5Y8fi+3HkZ3a0W+FKZG/2mBVs200JAo7aiIhOyUq6ci/vsTOrl83Gp+R6BRjK2d3qFUiOTdAqPTY9NyU+7cp752SnK1aOWOCW9gqP6WwV2XqbrVPKrKkvt733Wqbm20kRRWacQXEPz1x5CopLB7u5Q8pw6OxwBjXKMgL97AxibWLEEMyqKnRMRu8muzzAYtMq49sn5frOovj3QoJFyJA01T2ccDMc6QeXTWecOtoP/2kCbMDalwHTGCkzFYIJ1d0hbmeSHu7JQZioCGoUiu3Z40iLjs3o1AvvEIE8N1JeXlw53ikhCNwGvwkSHMKdq+626M9QAoywzKTeAHr/9/XBP+C8npBfp5/Q7dQQIAhrl+moUVbUreL0a/o/2yvMGgjjQ3WxUnJpyF2uY+3pRNTfS1KXSlpyNiMt0D2Ts8Y9QNnMMJgpOHUONgEa5elSfL324w65m7PxYc52wgmw4q64qdeFCd0/uy0e7a2EMXt2T4WZ33V5/BgIahSJp+Scgph1DNcQcmxVC2mSedKdIxK8oKytx+Yr+a1WPCo1JRUCjUGRUFDvbbr7Xb6ckVVWlb0hGKLWEszghruVXbk1Aa93QKfkIaBSKjLJb0uD3d6Tl5aVvFsjFprGeuon++qXl5jg8Tvn3t6VbEdBOu06IgEa5uOxTFwnm0WVlJa8WSMcmsOhfvXXL/jqrAEwrmmq2GqDLyq4lZBS5eVAR0CgUuQR3pq2b9X07JQU6vyBfy/Ans/JOJX/1olmvmr9F0PzztHbgnB9r/uGuNCG9CAGNQpFOAfT4+PRCW2D6zaK27wyPU/5mgYx4ktRXG+18CLOKB6PNLk/n0Z46jYTz7G3U3dzNJgojEQGNQpES02Hxagln9qY1wdSl4o/3krdP61oFkp7OKmr5FS6M5mdzcgGv4npH7dKqVgnO5ehAQKO2loIi2Irmmp+tUZVibrQJdkVaSMHIMd5bZ/RPP92TgXHtglyeV8I8SdpQrZZwf7grNVoUhR6bjoBGocir7Z7UKHZWj7GkBvP1/IGilNyRxXB4a6UO/nBXJq6rcg0oP51TShpqKitKOpQ8+J+O99UZ9eroJxaubvGDgEahyCVtX8TUwrGeujebajUC9/mPd2SkxVaHgn//eqPpJtlVlaUiXsVwh+jRuPjZ3MqU4s2Ctro/t6asuqpMwCvvaxU+mVGSdgFQyK9sk/M2FDv4eFruROX/EdCoLS3PoChWct5gu/DVRqzpX6ZlInL7cM0sz/98Tjl9vfF6Ry1RmbNVxu1W8+8MNbxcTu158UA5d1Nb7AJQ/mhSQp6zAyLDENKp5G+0gCqcWkJ6kYX90hDQKJS9MZ2Sc9D8WkLLaCCv+Qz8GmgVWrfp1GCbkFtT/uM9B+e5wKyFxy3rVgs2WjoVRhqVhBMQFodRHCiU84mRkAUGo1krUbMKYASZzWdZU41pP+wmo6pnFK0yXpvUMQ3Rn8zKBbxyMOd/nTEXzUvLiZQwM4BJEoWR9IE7BeOgUSinFJ2V/ti8+XKvRvDNFKkTpqsqbVi47t5wY2VFic5nbWUD+Z60T8OvE1ZIG6ofTUrgV0Lwa6uMu9FZC9B8o12yENAoFBlFi075/o7UjMm+kuR1OwGdts5uh5GspOTaz3etxmgY8OCqtit4fa3CuZtNT2cV8L8Y7hD1avh9LcLrnaJHE5vxgMN1cPavJQIahdIqIi7zBzPK+fe3Cu1ZvHQTEtdVfWd7A//5nFLeVLM4LrZ8VwpxDZDUFhUHtaX6ndCtgYBGod6THy12sH39VbVXD5U29R5YpTutRsqxz2fB1VBLOBYm0Muaam7119voCGHPXsHRCGgUyrkDos30CQDEZ0YaSUvnka5atYRrz8aDbxa1AS2b9qi0y3k3u2tt6e1RRMZnIaBRKKfNKvQKUYk5S4tmGYyVFSRNHXzzSF0n1JaecExOeV89n7vhhoeDrULrxgIaVVxqgZs7AhqFck6xUvKfmBe21dcinCNlBbjvb0tLSq89mhA78Bi+nhSXlZWY7/se66nrUtmj5ClclhYZl85M2+ZJRUCjUE4mM6fnP92TCbhkTB0c6RSpJdznc47Pxn4xr+zRCJpqq9Y1pR+Oa6G5ZM8x7I60XcGLZmd/6BNm/ndjl09oFDsb3kVnpYcy06iRSftoLAQ0CmU/tcp4ZsYDPJ0jXUmKelGlTX24m9DDseYakz1zn8zKFc01rxzR3ODprAKmQazkvOjEbAoj0S801jMoaq8/w2jtJI/AqGWHvur5AwW88ce7sunrjcykXAQ0CmU/BUWwp82IQyBb8MarBWV1VZl1a1tbSxN99WBKr+UrLy8veTKjcOwRvpxXfnNLMjvSdGugYbK/Pi610OBbERie0K0WGKxMaCQc+/tJENCora6EtELTLgKYIMsaSVT3+cd70q+uXTMnrcZxfcS5j2eMpLHwuWWLDvWVm5PPEspMHVtVRxtG8aBwNvqgUSh7a5dPaLvClKPjekftw3ES2aoqCQfm3WQOxwYbuabK0NHRIuFMDdST8Gjb5NyVL4M7hZWct7oZ2MuHKhjFcZEQhXKMgk06Okzj2/4RdfbpU26po6O/vnu5Ne2rBXWvWluw9GZ3HQmPc3akiRqVDN+BbR7UhPQio/OSHo1gj184AhqFcpjiUgvXqmZXXUWi2nWPxsXXO0VO0euEzy0DLrfJeQDBpUUyHuGvMwrCAe3mQWVnFBktxvRiXhVj97VBBDQKZejoiE8rBLtvidyAHu+thYN8Oa/saxVWVpRUVpSSltckryr1zS0JO6N4u1fI8vCc/+MalVgejjUH0RMQ0CiU47UvhBWfrsW0fhxYu4L3ZoFEK4S1goqa6rKHbwsVXSv56rUjotbMAHTZElnpPNAqDI/NIEopMeIzH46JTSwhwuCNgEahyCJvSgwrOQ+4TBSugxl6l0owNVDfq+GD+lsFL+fJEhPdq+ZP9NeTE4K3Bxs1Us4b8jk3Hk2IMwuP0VnpoNjUgjuDDSYat4fGpGImIQr1Tju9aWTou7zNgxIcwYYbuK9FwKkpD4pgw1G5eVD3+jMUTTVkiKP46a6sRUbqBcP7I42tMh4J7egX86pfZxQ/T8tMpMyM9dZFJmQ5tmApAhpFFu3xC1dLODCjhOkn3NWB4QkkOTCY4XoFRRsMIdoSS44gy9M5ZbeaL22sEfAq/vjFl8/mFCRfKhzrqYNph1Osar4LE7wvV0u4fqGOb2CIgEaRKGHk5cMVc+bucIMPuZsV+VCYI10OSLMe7BAOtgt/uCt7Ma90Ft71qvkjJEtJN6HXCyp25sriIQIahdJqt29Yf6tAv5vcdg/jabVu7mDShu3yDnX4MUcn5vxs997eAOiZkSbnMkiJiA5nGVF6NYK9/hFYzQ6Fek+6fJClRXVsSsEafmEqO6N4uEOkknA8giIde8AwhMBE2P6ArhVUtsl5nUr+t1MSZwH09I3GG11OYER/c0sSEZdBnpsCAY0ii1jJecRNMjVQ77tGXcfIhKwf7koJiGukXIcfs28Ic7THrglyyuaa/lZt4PPTGbmssaaiogSGq9eLKvKzr7yshPwHCSMuqdoYIqBRpNA2T2pS1n7iJlmr7oFfaJx+0xCm4/K79BWTlPt4Wm4HdixMiAHHqzv43R1qdIrk7zY59wG5++1+PSkOiU4h1X2BgEaRgM7Ljosn97WYmxlpWp24tduXzkzOM5gjkwTQ2z2pLTKbODqezcmb6quBa60yHvwcbBe+mDduKfdoBHY25DdVIpVcVU1WC+ZkbiTrAo6ARjk8iC0M6Kwrg6CbY7p5UP1CY8E+bZPzBtuEqyuCkgTQoDBWmuluT0/nlIMdQgGvorSs5NWCOSxTNtZVtcq43982t6aoiF8OBiDJGU1mSx/+g/B/JNvdgYBGOVL+YXFgtujW918vqtLzjzASsljJeXAz37/e+Oqh8aX/pUU12NTkmQHAKGJYdm5B24+Kxy2DP/Vo+PdvNL14oOxWC8AuXifSeUauaKrZ6ALgm0fqkrJrJC9DSubqHH2twg996Qho1FbXdg9qAD1+2TTmTq7yqMIs3px4rGdzCkZcJnlOKjI+6/Gyi+bRpETaUF1VWQrT+duDDQZOCTjldTlbVlZCeHs20XmvorwUBjYi2efOYMM3tyRreUUQ0Ku/USzSDPkIaJTDFJtaMDfaZGF9n+EOkWMzWdwDGbEp+UTJDgBiXFrhtZJr8HiwXWii14lawqmuKuNzy1qk3HvDjS+WLwLY2g9Gm3s0gnpR5bWSr6zSn/vnu/Lx3nr4FBGvArAIHwpjBsFuOEhHGdokr2833ltHhuxBBDTKYfIIirxhWXlMIHuvhk9hJDnwLMJjM/pahJsObnv1UPn1pHi8r65LxQdidiq1iXYPxpp/nbUHN3+8I1OJ7V3DCKYXrTLeF199NULuaGg4yD2kyVJBQKPsrbjUws3Zzt1qPislPyYpl5mU69hEr8DwhLtDjeQPazOdNgKjgt0ypwdahTXVZU/ua4cfmGEABF8tkDRwGwZdGP5hYhSZkL3Xn4GARm0heQZF3dxUTYZvp6R0VjopzsKdYv/sQZsEVCh4twYabF7aaVbxVclXBrnpD8fFiuaaX+wSPL5pPZ9TXu+ojU8v3OlNQ0CjtoTA/l0rKmMdj+q0LIqd4/Djd3PXpjt+OyV1AUCDODVl5ofxbU5zN5v6jJWyezavrKwomSV9UZEXD5SJmfsdWDgJAY2yH90syVMYbBMa1Py0eywdJT6tkPyxxhvJHFGWlFzTVRC0ybJbX93twTXdQVzbjxBWKT2akFHkqAQWBDTKTvILjZ2+vnnX7ZtFNTujaNsaJe5sHhroFcLOKCbKgLiSvpmUrBv5Z4l+mZaJeBVrRrbNK1fHj5NQP96VxacVOKRGBwIaZSdFxGU8vi+38G4HRu+w5XzTKzg6PDbDmxJjkOuoaK55OqtwMTqvJGho+OO9NkwTN43gWn7FT/dk5L9K82PN1KgkBDTKNbXDk5aUud/ytftnswpgJT02PTiC7RvC3GHVBRzY51C7CKa0E/31can5bu7aJ0OikhtEVU5UHX8TsqmrwXR69+MZubP0W9FIOQholHO6L2ixsakFrTJeRuHRaHa2X2gcEFnfLFWKOdYK8n2zqH48Lf96UnxvuLFXI4hNyY9iZ8FHWDgDBTNZ30WutZgik2CfKjGnitzpFdZyRtso9K1HI3g6p3TSAh36gmHb/rlRCGiURdrjHxGfXnh7sGFpcSVV7PkDxexIE9yWbXIuMzkvNqVguENk0/Z9z+eUt/rr4eNYyXmrb6GP/MIT0gpbZDw4JDDWYBSJTswmTO8dXjRvSkxEXAZQvlPJf/HgPY7A3qITc8C0rK4qc21AEy1s5kZtElPR3yr48Y7MxNhwrfSaU1yiF/OqGLvX50JAozavUGYq2LD6lpe0scaxK2kG81Aw5BXNNQapMU9nFYBpMNz6WoV3hhqMesZnbjQ211dPDdQvjzpbAtAlpdfgTOGyAFLvDjfA/9HMbMOX80oYxoDvcLlgMIZdwWgH05HlFPPSRlG1if3MjDTqtzojswbahB6BkQholFPEzFGYSblAMYMv8f2RJv2a+vaXthtLCFM/dOTe8IZDR4AyQn7FQKuQoA+fW74VAP3i7TD2eFp+s7tW1lhTU10GhG2T8yb769fywi+Mi0vLSuTiGhjtbg00PJqUvNigq4RTXUa2Qv7T1xuvd4p0muiD+RnPIdUFENCojbtrvUMTM4vXWlYqLy+xaWjtuh5qMN8Y8ZnbPKlgPivFnI16V+7faBJwK8Bc0tGqsa7K5QFt2hE83lsLGG2Vccf76vQLc8OvIn75G4s/vV5UaWs/mNnueBWwOIiesMc/Yqc3DbTbNwwM5x0OyidEQKM2XO1IJeEYuGsNJq06ujlKP93TluZprqvaxMrkwzHxN7fe1WKGmb6sqWaLA1qn24P1Al5Fu4IHFrdawrVihxQYA1RizrxDTWkYIeRNNXv8wteKRAqOYH+0j46ARpFUAWFx3WrB0nquSZKEPSxZo2Dbt1NSjYTj8oDeqJ993bYDm5n9LGj76bTIuED/if76ryfFT+7L7Vl1DwANUy6wl7d5vIsIAguaEpHITM5rkfEWxsVDHSJ7FiJHQKPMlW8I08z1HJgOk7Zc2cbX7pVVlS4eZgcQrKkm0ULoiwXV7cHGNimvXlS57AfXLl0+mVHY59891lOnW+eEzx1qFz2akLzRKy0Lz7vZK6MVAY0yS96UaPMLVLbLtbaGy/Dreqdosq/OhQH987Ssqb6azEf4y32FkF/eqxGQIWPo1kCD3crCIKBRZuQBetHUkg2sti1MiIc7RC5kYKoqyl3ZiJ4b1catk/84H01Krl27trTo4MP44a6MFpOKgEaRp8p+wUYnmFZcPsJmejY3CfvrwYJ+5gzp7CPLQW8ONuenZXarTo6ARq2joHD2naENV3avrCh9s6hCQDuFwCZdnBD3agRlZSXSxprH5C6lX1pW4tgDuD3Y4ENhIqBRpGgg0iLbTDnKu0ONruTlqHb1chw6fT0p7tHwKypKSHuEbVLeg1FHRuN1Kvn6YR4IaJTDFMZK23SJ+prqsl9dokTn60UVt8aVs71/uic3aIBL5jLNrxfUmzMarKV2BQ/D7FCO13YPaqsFdwLMlJ2lUNl6Pkd5Y63LJhPCIPrll1/BaFpWVkKUZl5aVFeS2ILWZh4KqxxV8gUuDtOOJZMQ0ChTJfYtLBPcVF+9OOH08XaPJiStUq6rAvp6R+3szSYiBFjZzBnvrQPz2aZtVizX4xm5HVahXy2o7g03gpHRKuP1avhEO81vpyTUqGQENMrRaSk0luX3AMxGVRLOkpMjjCid46qAbpG9+y9/Mym5O9T4ZMYJwjnqhBU/3LVVK5Zns4oeDZ+VnLePxiK6EXoERkYn5sAz7Izi3XbM9kZAowzK1AVTIhLj0wqnBuqtEnA63CEad3RclMVlIuqmbzS6JJ0f35fX8iuc8cifzStbbeaJhgnELp9QMtyPCGiUoVtjdsTKhdurKkuduqFff6vwF3JHnm1ag+3CBaf1QdkutKZVxiPJ/YiARumZzx5UWzgff56WtcqceLXQNZY616gN68Thg7YDdF+LcKeD6osioFFrB9UxU7+dktiEcQr+JrJdENA21fM5pZBf7syALkMLGgGNOSnWUVnZNSftje2qgL490DDW46xFoJ7OKW0XyMFKyUdAo8ilfTTW9HUbLoV9MylxUtK5ahphTXVZeUVpg6jq60mJ0x18Y23Vj7aJ4vj+tjQkOgUBjSKX6Mw0Wy+FNdVX28iFgoDetIvgl2lZf6sAzvGRU2GaOPhbAw3DHaJeDX+kq9ZaVe6GOkS7fekIaBS5xEzKXbL5tFThjEa0q3b11v9fPH+gAMwpxU7TO6aqshTQ/B9fHhoc/j1IodqhkXCs0gyzTc5dHXvqGRRFjUqKjM+is9KpUcnwDAIaZW9A2+O+qip1rmYrL+ZVAl6F69H51YK2k7dTzxUWx5v/48uDk5P/C6He3n+w3CsNNgorOU//vnAPYCiaayb667+/LX02pwDN3WyKiMtAQKPsp22eVPvYtmM9dZP9zpS3om0a2+iCTWOnbzSO9763QvhmUcXlOFlQx5dluTpAgyqqkyx0TD+dVUTotRz0pbE6lfzVfRF7NQL75BMioFErAXbfTdmp+oxjS5FtVPNjzT1qvusBul3Oe/R+isqLB0ohv9KJTgG4+UVpgT6gb47+ZwsD+bUrhG9Lbbi5B6sl3LU4HsXOQkCj7KQWOyaS1PIr7NMA1CqaGqifdPJUdaPic8sNoh5/npaJG6qd5fhfPlRpW4C3/bs+oEHVPJYl/TB/uieLS83/YLn+RmB4gom4Jm2stDsFAY2yuQLC4u9ft1+ticUJbe96ZwHBcIfokRNGoa2rigpDd/PcSNNgq9A5gqBnFYqmmt7efzCgM2h88k//v68OPrOgtMDXk+KEtMKIuIy+FlNX485Qgw+ViYBG2VzxaYVLjqbDWupS8dsVPFC3WjBzo9H+DUM7lfxXC65G5+9uy/pXsXikq/bheDP5D352pOmP14qvX//dajoTGrr+OwtrKD65L4f5xLqLEzTbh0sjoLe6ghns2wP2TsJurq00ZzHnuylpg2ilUv6zOXl/i6DF7jU9XKz7ra5W5y+rAKRdDSP9UHSjU1QjiFkLzTqpNG6tMt5rW8YLTQ83+ofFIaBRNpRnUFSvRmD/2+zHOzLT88flBAp5Scm1VwtKg5DkN+YZ0b/OKgjrG7gz2C6cGWnakPW9tBwPW1VV6qTVODexTkv+EPXxvrraxuB16Uyoq/ufFc02bIBrn3odCOgtLVZynv2dBut6OcDwuTvUWF5+Dazm1fbsw7H1l4Am+uurq0p/vrvy9m+mpDCjr6goAfvLzFwGGD8m++qfzMp7Na4WwjHcKbo92OCMgP6iNN9MOhMaGf3LL0oKbbS+YhAujYBGWV+RCVnf35GuVcr97nBDj0ZwvaP2uymp1Z3UfS2CW8sB0S8eKJ/NKcDg/eGudKKvHgyTmuoysHnfGHUOzsrBLDIN2eudorViraZvNFZVlgJzTXezfb2ogpcR5ZLv32hyMUCXlZUYHZVh5IM/DXYIyelzf7Oo+qo8e0OAJiSso8OXyrqFuuAby9ALl0ZAo2yTn+JBiYjLZKXkg2XaqxFM9tePdNXCY7AOIuIyfKjM7Z7U3fvoIVHJCRlFjyasHMwg5Fd+euU/+NyyWkFFY11VU3311MD6AW3fTEqUzZwX88YZPd5bJ10vr+S72zI+txxOc63BCWwuIp5BxKt45hKNyWG0g0mJpL66vKzEREOGN4vqe8ONcGWk5Iu3++GujCOM3gSgQd29//0/vjz0cMzIEujLeeXcSNNQhwgmELcGGgy6m6+ludGmANs7oBHQqHfa4RXiFRy915+xZi54cp7VO8ByOeVrodZ0NkF1VRkY2mDnEl5m0FA7GM68LqW5Homnc8qG2qoWGffrSbEueAsoBruC3RJWpPlVOIB6XSr+t1NSsnHt4XgznAVcpfG+up/umeuQvdFVO9hGrlBIGDnkyt2bAzQRfsevDf+qLA8EVwOIPNAm/KI0v6Qys1ni0z/4t/AahWr3H68VjXavX3cJJn+eQVEIaBS5FJdaYPXMb3Os5vUtxAWto3kTab4vFlRgcWukXIByLb9ipFP0Qm/pnwD08weKmZGm/lYhGFlw965ObQCmSxpqnswoZU01Ggln7mYTSYhWUVE60Crc3OxeI+XonPhkUF+LYGj495sGtIH6+//WaBj1MqZ3AKb7WwWP7695+o8mxMERbAQ0imQdC2MzrFuS9A2549iA3VVVpQJexWCrkKBVX6sQcLwwLp650XizuxYM8HpR5Y93ZPpn1CblqSWcB6PNjvJm9Kr55eXXbnSKLKlLBfOJygqy1E569VD5RUmBtehsjvr6/r68JqlFxoOZGQzPP7//tYcxLzIBU71RJNNHfuFw21u9bqSjIkk2mShxs7lbzR/s0IbumaCkRspTiTlmWq8lJdfAPCcEZvuySuuEFT/e24DPBEz4RlE1WL73rzdaZVF3sr/eIVGYqwXzgI6uf7EnoPVtbYnMs5of+0Wp1jcy0Cb86Z78zaIqJikXAY0indrkVjZ4OxR8cyLnnDOduqRLxYcr1qPht8p4XE45jEY11Svec/i1oqKUxykHC10j5RqLBJcBuJ+Zgfjvbstgn2Da/2DtJiMwFXji6GXSF/OqL0tzHUJno7z+qjx7tLuWzkxDQKPIGDpt3dvv2Zwc4NIm504N1P86o3AlQJtTXnlpOWYLpvBrZOvI+Nx1FipnRhqVYKo/sEm/x8fT2v+OYy8jWPHdvf+dJIAmVFqVHhqTgoBGbZW6/q8W1OO99bWCCjAq7Z96biNZBW2mKT/WU9ci45kZHLZJ90KbcPamw2p0PJqQlFWnkYrOoJ7efwwKx0VCFMnkpu38bfM1PbWE6xr5e5xqcxPTTai/VVhdVWY01qVbJejRCGxd6OrlQ1WNg5p+zY40XavIGp/8U7IB+vr1/0JnpSOgUWSRf1gcKyW/Vcb9wTatlFcX+WxX8N4sqpwa0CJehVU6TwMix3vr4IJUVa24sBtEVUB/qy/YrqU2OdfO6YU/3dO2sq3isMmGZp1iUwve3SDuFL/Q2B1eIQholH3lTgmNSQWT9t5wo51Lkk7faFSJrdMG1HGrW8ry8mtWb1UDVvnj+3J7+uun36ZW2iFdsFcj+KK0oIoXv1acMkkkke/1CIwkbpOkzP0llRnugQwENMquokQk2rOWv43SWByZY72gLi0rcfZ8cV1xEtvp+QOFRsqp5rGGhn5PZi6/S02c+DN+bfhHfuHa/IC4zCpu/E6vUAQ0yr4xGyn5S47jApjt1ztFzu6J/mZK2ucknUoc5eVYWl54GBr6G6dAs05j478RS70amgPUmg9ujPxVfVMAMyl3zzKyEdAoOywJBju2BGVZWcmrBZULrBaWl5c6+ylMX28caLfVYNmr4SvV252LzkY1OvZbfm0E3DgIaJQ9yvmP9dQ5rHdGV+1Ev4t0a1U0c765JXF2L0e1bWI5dnhS4csWm7JrE0B0cw8ivqty5f+qe7K19a9WLIy9Zlf37/oL4i382v9qIaO7e/7Jiq2wENCotS1oD2oUO7tdwVsYF+sibR+OiYmEV5u6PgbbhBa2lSOVFibELuCrabVBhKWb3vdtr7/fhlD4wVs6Eyqr+jt4UiT6bwZf43X3Ixb/tf7rz1+yNKecab0scAQ0at2a0VRKRGJMUi4rOa9TyY9LzYcZnFdwtEbKtUXPt5mRxrKyksn+epehM2hqoN7ZVzv/53JXWRPlRzYRi9Im5xGAPnjiwnJpi6BNAPr42ctnP/l8ty/9Iz9/eNIv2Bee3OUTCk+e/PiKOYAuLf/fl4cH6tlP/+AewIhL2W0JnW+M/FVkfBYCGuX4wkkaaxu5tYKK/lbhWnnPTuziaKpZqzmAE+nxfXm9sMpae4N5WGv7/20C0O2df+kX6q37vnlTfbq6/mItQEfEZhAsJnYYykzTAZon/K97/Pzf2el+AY3Nvx8f/1Pi150+wYTLeLsHlZWSD2R/O31cef12j6Arf/g/zAe0qsXNiqWiEdCozSuInjBnPZOqsa7KUSU67ZDz/WbRFU7EWsF2301Ja/hMHU9XA7q28X8z+pVraPj9akAXHDydd+AkPP78q38iXpZVdAyeJAD9wXpLdnAM25b94CaUmm3uGmZb+7/tC2EhoFGk6JjVpbJOTvbjaTmZC0NbyrWqUtc4Efh3P7VGTLdGyh0d++1agB4dXXl+pzctJfvA0TMXT5y/nJ53eIc3DZ68fv03BoCOTMg688nnu3zCdnhon9nhSTt14So8qQO0R2BkdtHx4+cuw37gwR7/CCIJ6+ynf/CmxOQfPJ2UfWC7Vwjh4oA/wYPgCPahExdgPweOfewXGvuB2euN4+N/ZsV+sgholEWyVhwej1NuooGFU2u4U3Szu841zmXuZlO3mm+5+VzNj10JwzAG6KyC/5cAaP6h08BTYKg3JRoegJns5k5JztxmAGhqVHLB4TNhrJX6n5SopOJj54CwOkAfPvlJVuExHyoTUFt89Fx6wREdoMHQpjKSPvSlGwAa3hJAj/cMisouPg6PzQc0kWToFRSNgEa5CKC/vS21/LYnp57MyjUSjsuczqsFFcfiEn3azmGjvzUB6N0+fvCkL4116uOr2986H3Z40c5+8rkfLXand4AeoIMIQEcmZANJiVem5x2BvekA7eZJZcRl7t5HJ/4axc4pPHJGB+iIt825DQBNOLVBfqFx8OuGAD0x8Sd8EQPGEgQ0yhUAXV1V+nxO6ZKAljXWfDcldSl3jcVu6C/L8t8FMhsD9Hb3QHgSLGIg8qkLV3UCUIZEJW/3DHof0JcA0Hv8I05f+HynV+g2D8rJ81fA8n1nQS+7mOGNcan5mYXH4El9QAPxjQJa50cGW3ijgNbW9R/42yh2FgIa5RqALnNV73NFRamLnVG1Zf70F/PKksqMtQB96uN/Bbm99VQQvgUD7fH3Xw1oeL746DladEoQPeHQiQvwqw7QYHrvP3Y+/9BpRkJWID0hip2tD2hvSozb3oDVgIbnYeebBjRIrvrQh8pEQKMQ0ORV/sHTKgnnp3tyBPSKF3ukqVniswag3/tqeQRGgQWtK20BvxYcPrPLJ7TwyL8ZBTTsAQzk5KwDRCFQHaApEYnwYPvbWqBg2JoN6EBLAD0+/pvoxBwENMoVXBxLLumAvi+PiMt086CyM4qfuEo3LwsB3Srj6der0wGanVEECNaJqBKXXXQc7OJ9NJZfaBxQNWf/CXiygvPfVgE6aZngkacuXD1+9jJht+oA7RcaC4SlRmpXAuGV8PpDJz/Z7kE1A9ABlgBaGyzYQEFAoxxZLdoq6b91wsonNg7heD6nnOivb1do22a3ybmj3bWvbd8N4HpHLRHRtcOTpmiueTGv2sqA/nlappZwmqU+7xXTeAtogKC+iECLHV4hyTkHj565BNhNyz1EZJEMDP75O0C7Bx0/twJo0IFjHx85ffGD5dU5fR80KzkPuAxKzT3kQ2HCa9LzjugAvcvL3yig3SwGtKiehoBGOUxg19wbtkK16MVxcb9tCnJ+NyXtbxUAlyMTsrWRT28X1j2DorS1PmyZPPJmUR2fVqi7VgAXpZjzelG1NQE93CEqqcwcHf0Lw2pHG/zKhTI830tU0cmCr3FYzB6jz+/137ehmh4GGh7+68iELAQ0ymGKS823VoJceXmpFRtcfTsl6dFoy4bQolN2ehu3Yrwp0cBuEzv5dUYBFh9wfG50M9mS4331BmtEe/0Z1srrcaA24dQaahc1y7yMUiyQ7rXWt8sreJ8BvmPYuwcGfqt7r3vgPoLObh5BPlQfXcbg3oB9H3isIHuHZxCx1mdCDU2/M/p8aeXfrQvoiYk/GR39T0b/VNdIgZkTAhrlGO3wplkxeHmkq9byckLAZTgk4HJIdPIOr/XvjcDwhME245b7q4dKdmYxEYQLhvBGLV+wzRP0zGedYDI+c6PRqQHdoxE8ndmAP+ruUCOvNtwFaj0bo/Of8kQMrjCyf+DvDP40OPQ3EXEZGGaHcpiYyXk/WrWBbIuMu2lnwmR/fVxqIdjLG23cGUCPN+pd6dXwP3obP+AZFAXjx0bN53004wUZYlMLnjpzB6wHo81dSnMH5pcPVX+8VuySdAapW9x8YZLkTqltCDYwqwV1dO06JAIa5RDFpuTPj1m5sFEtv+Lx9MaWCl/MK4c6RIA8SwJO/cPi+loEBq1LGW8TzHRUNbO3C4wWfS1CXdqxkQpT4ezZm05cEwomB+bnqvS1Cru6/9lVAS2oDdMtQr5zPV//Hb82wivYOgXtENCoDWunN23ABmt6xIKemS/+dUbRo+FrW8ARhW8sk28IUyPh6Iodtyt4BuXNvCkx5nhgfronVzZzPAJN3ZzxaYVLW8YN/VVZnqvSubvnH3XRI/A9XG5R+OdiqVdMYo5VbGcENGqTAnP17nCDo+78X5br3kWxs3Wle61YPRUwff9Gk5FqZO6UNjl3XbdGTFLuNg9Toa97AxgmWqvAEAW2PAw8cHnJHO9hPqC/LMslG1hb2v69pDITvkKgFplWcDrdaj78BMEBw6ACP6u5sXLFR9dH/sta++HXhru9BXFcaqFE5gHTLKuYCwholEXaR2NNDzc6JIRrfqw5LrVg+wYdzRtSID1ByKtYXekGqG0iZOXlvNKcIpMJaYUv5pVGW3zFphQQMSdgvPvSWLA30rZkhInOj/fWLzDy66yisiaRJFwG1AJzAcdjPXVG/wWrorbl8CWH8RKo/VVZzh+vFZVWZsDbezSCVhm3U8mHB3Gp+QSR/UPjrI5mBDRq8/kp65qTmy5sb2L6P9pda5WV8c3JMyiqc+3FscfTcjozzfQeQqKSjXqfXy2o2BlFRmJ+mam3BxtICGgw8Ed71l81hbmIWOZpCVU7u/5FqtgjV+1St7iBWtv/rb3jXzWt/099U6CoPkQsNWvnbR3/+mVpfrda8INV17SJJdCBViEzKfdDnzAbfesQ0KjNCObyL+etX3+uUVRtNKUQqA1wDKDHO/asfalMuM/XiPCTUiOTTL/dmxK9VlSfspmz3VhTj/DYjPvXSReW9/1tqaJ5/RqqvRqBCRfBOlke138nqA0LjmCDZbrXn7HXP2K5KnSMD5UJInwLYLdKZB6m+N79f35RWjDULrJpE7Xnc8puNT80JhUBjSKL4IZZC1WWqFfNNxocAtNMr+Bokrh3ejVG7Oh7w41+oXHrvp3KSIIptsEb1RLuWjF5IEZClgM7gf14V9bXKoRJPTG1h5+xqQWs5PysomPmdB3cBJrHJ/6sWeoVxc5Ztw0VYSiMjf/56p309f/9tfJsONoXD+xUxhYMCHNC7xHQKDsJ7Bf4UhqsZcH9PNwhAp7eGWrYRGZgu5y3GtBANKLnEHkS3IHR+kYZWJRxqfkfmFegPTA8ITYln/BjJqQVBoTFm4OhxQmxXW3kO1Kwf2NTCsJYabuMzd/N8XF9WbrhEI6Orv8rIaPIPZBh/pympe3f9ffQ2/sPX5Xn9toRzW9DM6V0VjoCGkUuOxpY06XiA6GezCg0Ug6dmaZtXeFO2RfCYmcUfz0p2VjCd1mJYaTzA6UVO7xZ0R8N0GyV8cb76r+5JdHW3LBG+wwTTn9mcp5RRr9ZVD+bU+hkYbr88wcKYrkylJm602vNIBmPwKix3rp1VwgrapI25G4W1oUFM9gbujK7fekSuftK3FvvP31RmtfXInBU84cWGQ8BjSJfzrcnLTQmFeakhsEV7pTIhGzzE7inbzTeWBWCNtJVu9efQdpzB1KHx2aYDq2zot9/brTp52kZTDLgqoIBDqMjXHZGQhbYbqAodha8BsYzMG83Wj/kp3ty2GFMYs5Hb1tDmVBEXMa61VPvDTdK5XvNpLNKsw2GhE1cE0pEYk/vP4IR/UVpQX+r8MW8I/vywNxxtxlXDwGNIpGA0WZmhFdXla6+wbrV/G3WC/t3dsFACCALoid4BUWbGBXc3LXFNsGuH+upe71eAiT8d1plXGCu+VnyMAaY44AeHf+tOXRu7/zXTTsHYEDSSLnjvXUv5x3fMk27UByVhIBGOZV97RVidFXNsMLDmLhXY2TVEUxFb0o0XsbNCTgem1LQoeR1qfhgIINl3a0WEEWx4QEY4AA4Rlzmds+NDYHrAnppUf1lab45dO7r//vVvVTMVxQ7+8U8WbpZLj1SMy04FwQ0yjECIqxTv2JBfa3kK6OxUF9PimEai9fQEll9ChKdmGM6cG3uZlN9U6AZsXR/HZ9W4Oa++SMxx5a3p+CrjoBGOZnWvYvqBJXf3JLYbdqIsjTZMjzBtI+7RcYbHV3Hv3Fz9C/YGcUWDh5kA3Rfi3CHNw0BjXImwbzPZPlK484NXa333b50vIakkps7xcSsCMbaGj5z3WBnvihip8Uss0pLTOuuE/pa3MkbAY0iEaCfzMpN9Blpk/PwApIzlfSne8bXftUSzvjEb0zVuZ/8E1E9TVdu2zUA/fKhqkcjoEWnoIsD5WwujpR8093/KitKjBZvezaniGLn4AUkpV+bEpuSb+DogH9ip5KvC0xeS3LVLquYmW4eVJK0EINJAzuj2BZTPQQ0yh7Bwn0tpupHj3SKjIZLw92+2zcMLyBpFR6bcWew4emsYn6s+WZ3naK5prP7X0zTeXTst9qsS2t8+kf76DfWrt1qN01fb4xOzLZRphICGmUPBTPY4311G+p3Ba+nMDB+g+zKKT5RXpXa2OzX0fXP4+N/um7kRqN430cbz+YgIrsT0grhp+7JXT6hiqaab6ekDqTzL9OyGGuH1iGgUY6xtm4PrFk8s1ZQ8cvbfldvFtVgGdFsUx4MZV196EvniyKMViwyElc3/NfR7OxNfIpSvNJbfWakKSGjKDA8YbtXyE5vmh8t1vTkzNZSS7gbjSJHQKNIKmpUcq9GYNTd/MMdqbypZm6kqVstiEst8KbE4OVyFu32pbMzi2+M/NW6gBbVh2yi2cIOb5o+hZcW1QDrvhbBQKtwaqDegf3D7t9osnWQPgIaZVe5BzDi0wsn++tX92C9M9SYmnNomycmdjthvqgnDRh98+Z/Nlmd+X9sLsghKJz9cExMqnA67Yqots1Csa0vLAIa5QD5UJms5LxWGW+ku/bOYAMYRON99UzyVa1DbcjO5YsYo6P/aa20lIT0ok2H9JGwQ+NEX70dapQjoFGOkztlj184fMv9w+Ks1aYe5UDt8gnj10aMj/9mdeCzoDbMRJPfMGZqi4y3ln1NtnTBlQZsPXV2qLOIgEahUNb0R/Nrw8cn/uxd0uD4b4DOpgdgovz/eF9dYHjC6r/GpRaQENBwtO4BCGgUCuVU2uMfAXb00PDfAJ1Hbv4lT8RYt0qyrhuvRsoxWIQACN7oqiUhoG8NNHgGRSGgUSiUs/mjvULCYzOEdaHsjOJ1y0wDkXUFaX+6J0tIK/SmxOzwpOkc0HZuXmWm7gw12KEQLgIahUI5NJLaJ2yoXaTf2+XOYENfiwDMaqKSNQnpDJrsr0cLGoVCuf5acauMS04Km9D1jtoPbV9nEQGNQqEcrMiErCf35c4F6OVmbBQENAqFcnHt9ApVNnNePlQ5EaCt3jwFAY1CoUgbnxeWmLn/+ZzSWQDNSslHQKNQqC1jR3vT1BKOU9D552kZnZmGgEahUFtIlKikxQkx+QE91lPnHshAQKNQqC2k7Z7UbjWf/IBuk3Ptc0EQ0CgUikQiZ+UNhzigEdAoFIpcYibnme5g6XB9OyW1enNYBDQKhXIOC/rNIqnj7Xo0/B1eNAQ0CoXaWgLw6QonkVNvFtWxqQV2uyAIaBQKRRZFxGX8dI+kKYW/TMue3Jf3avh2KMGBgEahUOSSm3uwRsolYWuryf76FhkXBg86K31fCMue1wQBjUKhyLI8+N2UlFR0fnxfnpR9wIfCdNQ1QUCjUCjHi5GQNTfaRDbz+cFocwA93oGXBQGNQqEcrJCo5LtDjWRsm2KXos8IaBQKRV61yXnkXBgcaBPu8g5FQKNQqC0qb0rM1EA9WVO6eR+4UxDQKBRq62amvHpIxiqjrxdUzKRcx14cBDQKhXKc3CntCvv5N5YW1fNjzZP99Te6ake6a+dGmp7NKdZ68XhfnVdwNAIahUJtUQWExc+ONNmzkSCFkegRFPmRX/jufXS/0LhodvZAm9Doi1tkXIdfHwQ0CoVyjLZ7UNmZxfYsjdShNNKnyi809mZ3rcErf7wro7PSEdAoFGqr0jmj+JdpuyZ2GwX0B8ZqnMIrd3jTENAoFGrLaYcXzf50Xm7FLdjhSTOaxLik97KHY81hzFQyXCgENAqFsqv2BjCUYs6zWYX9AzOe3JfHGAvMiIjL+HX5eJ7OKq53iuJSCxwbXYeARqFQjlgVpMd3KvkOrPg83CHyCjZMDvzIL1wj4bTIeFHsrL3+DPJcLgQ0CoWyk3yozB4N3+EFndkZRW7uznHFENAoFMpOcnOnqCScJUdnoCxOiENjUhHQKBQK9b4RTWGOrIpps7/aFbxdPmEIaBQKhXpPMUm5T+47uG3K8wcKdkaxGzlWAhHQKBSKNDF2njSNlONwI/qHu1J2RpEDi/EjoFEoFBkVGJ5wZ6jB4YxeWlSP9dbFpxVQIhI/IKU1jYBGoVAOUGxqwVNHhEIb75wy1twm50Un5nzoS0dAo1Cora6dXqFkaxH7bFahEnNIxWgENAqFclDSSlj8rX4HlOr//o60VcZlJefFpRbcHnjP09KrEcDIgYBGoVCoYFZK/pMZuzo6xnvrIuOztnmseJwD6PH65UbjUvPRxYFCoVBvIzok9ovouH+jibYqRSUyIevhWDP8FaxpKiMJAY1CoVBvjehVpT5tpB/vyuCzjB5DaEwq/Ckogo1RHCgUCvVOzKRcO9D5xQMlO6NY59lwFiGgUSiUIxWXmr9k+/avymYOGQrwI6BRKJQzyYfKtGksx5K2uyDvI79wZ7w4CGgUCuVwI7rwxQOljQDd1yLwpsQ46ZVBQKNQKAdrl09Ym5xnCzo/HGt2lsqiCGgUCkVSUSISO5S8ryfF1gV0fFrhB+4UBDQKhUJZpO1eIdSoZLWE+/WkxCp0/nlaHh6b4dTXBAGNQqHIJHcKnZXeo7FC38LBNiHZih8hoFEolNPLPYChEnNePbRo5bBNznX262ATQPuFxhUePlN87NyB4+f9QmPtdjLpBUd8aSw7X8HMgmP6ETy6Y9juQY1NyS84ePrgiQu5B04Srzl65hI9Np14ZQA9np1RbHSfjLjMgsNnDh6/EMbUrm8EhifkFJ8oPnrON2SluPiHPmFJWfuJx2Bu5O4/eeDYxxRGIt7YKJfR7n30VhnPkp4pUewsBPTqBdlQQBIxs/AMiso/eNr8qY2FJ3P45CfbPal2voJFR86uPgY39+CsomNEXj88ZsRnpuUeAkYfOvnJ/mPniVfGJOXSolNW73BfCAveC1djh1cIMHqPX3jO/hNuHlRvSkxG3hF4QVLm/mNnLsLb4bFHUKT2r+7Be/0ZeQdO4l2NciXBl/zVwiYdHRP99V5B0QhoQ3lTogHQK41k3Cm7vEMB1hkFR4DUOftPgukXEZcZthz44kNlggkJRmJq7iGwMfcGMNLzj+QdOJVdfBwYt8OblppzMO/gqczCY0Afr+BoeAzSLssC9TyoJ89fAStV97nwKWBjwoNQZipYtVmFxw6duABQM3ijwW4Nfn23XuFBhaOCg4Fz8QiMMtjnHv8IeD2cEZixWpiuOobIhGxGwrvR282dAn+iMJLiUvOBp8SsAt7oHshYfQF9qUyY363At/hEbGpBQFg8MelLzzsMD7Z5UNkZRcSTYFyn5R3e7hUCX+Uodg7e0igXA/TrTXmiv52SSBtrXOAK2MTFAYYhkAXQBnN8oAlwLYieQMzcQQAUAkARcRnwSmAcc9kYBBoCTJefzySsRf/QOPgVCM5KzgOCgz1OzOiNfmhwBJuY9YOBSZRECY9NB0oavNFgtwa/6mc3gSULD+AUQqKT9fcJ8M0/dBrGIe1nZe0nLFmDY4AXfLjcMxieKTh8BkSPTY9LLQxmsIMi2DAOwZ/g+qw5aXCnhEQlwwAAYwZY6NuWxyHYFStlpRZiwcHTMPJpqR3IOHTyArwGRg77zx5QKJsKEDHQJny9ESP6+zvSFhkPbmc3DyoCelWgjAfVb5l3WlvVKwRMZiAykHdlPEzMCY1J1dqYy2AiSF14+MwOTxqYzxmFR3X72ekVevTMRbAxCQHXtH7Y/Sd05udqAUBDmWnwAHZIoCohowherP9Gg92CIW/wKbq9hcdmJOcchD0cPvXpHr9w/X3Cl0Z3qMnZBwlL1uAYjp25CCellyhVQGEkwnXY7Ut3cw8GmPrSWDCGrbU8AkcL5rCWy+6UoiPniOcTM4sJ7zbY48VHzxNXG9BMkBoGhmDy1eJCoSwUkCEhrXCir/7lvHKtKkiLE+LxvrpOJR9uQLDDtnm4jqViZUADAcEwJDwPO7xpgA+wT7OLjmtd/r5h8CtYfHkHTxEYAorB3JxwUoNBmlGgpR7YjECiPf4RhG8XsAj2NbCVoCfQMDX3kNEzAd6BpbzNk1pw6IzOzITX67/RYLdwDPq/6uzZQLrWbwAP4PWAQoN9wsEQf93lE3r09EWCj/rHAA+yi4/rLH2YPZz6+OpH++gHj18gnoliZ+0/dt5o5cPd++jwEe9WHbUs1o5ncCS5b13McK2IiwBmfkbBESKAFC7jHuesNoBCrSuYUsNUtVXG628Vdqn4HUoe4JggcmRCVlA4Gzju5swJKfZzcYCBeeD4ebAWs4qPE14CsB+BXIBpIAuwu/jYOTBXkzL3w5P7aKyE9CJiJS0t9zDACIxuj8Co5XcVwq/pBUf8aLHETB/2AGDau+wegY8gHuhAduT0RfgJOyRCI7Z5UPIPnV79Rv3drv5VN2gDQIF98O8HaxeMYv19wqek5R6CfS6/9/zqY4DHXsHRYJvDQabmHIQ5BLwdwJ1ZsOKtBqafunAVwA0Pjp+9pO/ogE+EcQsOCUSMZHA9Ac2Zhe9iReix6fAkcTxgwsMVgyvpHxaHtzHK5QUmoEuCGOOgySj4qtGXXSIoFAqFgCaZf80/whlr1KJQW03btGFjnx04/jEoOjFb93xkQhY1KhkBjUKhUA6TR2BUas7B1c8joFEoFMrBCgpnE0tZ8WmFO71CDQDtHsDIX17bh8e5B04WHNLmUcck5ebsP5l34NQ2C+JfEdAoFAq1jgLC4oDFu7xDmUm5RBCXDtAxiTmAYyKGCgBNRFgxk/OIyAJ2ZnFgeIILAhrOPPn9OcXqkhTvUvj0alOY+TIUCoXaqHZ40g6f/EQfU/uPnQfzed9yjgIAOpqt9VBHxGYQhXSA1JYkKJAU0G7LKRj6z6wuSaGTfm0KM1+GQqFQ5gu4QQAXTOms4uPvuziS3AMZYBFu86A4AaBDY1IzC49lFBwFsz8yPiurSFuzAg7doLpFfFphcvbBjMKjuftP7vGPMKiYkZpz8MDxj/VPbHVJCv0FVl1tCjNfhkKhUOYLJt+AsoJDZ4Bm7noZGLpFwpjEHIC4EwA6MXM/0cUADFiiKFLugZO799ENqlsUHDxNnEBIdApzVakN+GkQIGy0JIVOutoUZr4MhUKhtmIcdOHhM8SqJbCSyPkhCrzpV7fY6x9x5NSnRAYdLTolOjHHoNQGvNIrOOrdbo2VpNBP91jJ6DPzZSgUCrUFAb3dgwqA/mA5I5OokfSRX3hmwTGD6hY+FObhZUDv8KIVHD4Tykw1KLVReOTMe5XejJWk0ElXm8Lcl6FQKNQWBLQvlZmUqQ2TCKDHx6Xm65Y1DapbsDOKgddE5Q1toZP3K2YAtXUF8HTSL0mxyzv02NlLuj/palOY/zIUCoXSxg5kHzh08gIZdPD4hfDYdFJEcaTlHtZ3tKNQKJRDBEZbev4RMghs1tUR044BdPr7AXAoFAqFcqZEFRQKhUJAI6BRKBQKAY1CoVAoBDQKhUJtaUDjhhtuuOHmqA0BjRtuuOGGgMYNN9xwww0BjRtuuOGGgMYNN9xwww0BjRtuuOGGgMYNN9xwww0BjRtuuOGGGwIaN9xwww0BjRtuuOGGm1W2/x/3FjVu6q8mzQAAAABJRU5ErkJggg==)
Proportional Symbols using Choropleth Coloration
mf_map(x, var, type = "prop_choro")
creates a map of
symbols that are proportional to values of a first variable and colored
to reflect the classification of a second variable.
expandBB
argument in mf_map()
allows to
expand the map space. Here, we increase the space available on the right
of the map to avoid overlaps between the legends and the map.
library(mapsf)
# import the sample data set
mtq <- mf_get_mtq()
# set theme
mf_theme("candy")
# Plot the municipalities and expand the map space on the right
mf_map(x = mtq, expandBB = c(0, 0, 0, .15))
# Plot symbols with choropleth coloration
mf_map(
x = mtq,
var = c("POP", "MED"),
type = "prop_choro",
border = "grey50",
lwd = 1,
leg_pos = c("topright"),
leg_title = c("Population", "Median Income\n(in euros)"),
breaks = "equal",
nbreaks = 4,
pal = "Greens",
leg_val_rnd = c(0, -2),
leg_frame = TRUE
)
# layout
mf_layout(
title = "Population & Wealth in Martinique, 2015",
credits = paste0(
"Sources: Insee and IGN, 2018\n",
"mapsf ",
packageVersion("mapsf")
),
frame = TRUE
)
![](data:image/png;base64,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Proportional Symbols using Typology Coloration
mf_map(x, var, type = "prop_typo")
creates a map of
symbols that are proportional to values of a first variable and colored
to reflect the modalities of a second qualitative variable.
library(mapsf)
# import the sample data set
mtq <- mf_get_mtq()
# set theme
mf_theme("ink")
# plot the municipalities and expand the map space on the right
mf_map(x = mtq, expandBB = c(0, 0, 0, .15))
# plot symbols with choropleth coloration
mf_map(
x = mtq,
var = c("POP", "STATUS"),
type = "prop_typo",
symbol = "square",
border = "white",
lwd = .5,
leg_pos = "topright",
leg_title = c("Population", "Administrative\nStatus"),
val_order = c(
"Prefecture", "Sub-prefecture",
"Simple municipality"
)
)
# layout
mf_layout(
title = "Population Distribution in Martinique",
credits = paste0(
"Sources: Insee and IGN, 2018\n",
"mapsf ",
packageVersion("mapsf")
)
)
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)
Label Map
mf_label()
is dedicated to the display of labels on a
map. The overlap = FALSE
argument displays non overlapping
labels.
In this example we have built a custom theme with
mf_theme()
.
library(mapsf)
# import the sample data set
mtq <- mf_get_mtq()
# set theme
my_theme <- list(
name = "mytheme",
bg = "lightblue1",
fg = "darkseagreen4",
mar = c(0, 0, 0, 0),
tab = TRUE,
pos = "left",
inner = TRUE,
line = 1,
cex = .9,
font = 3
)
mf_theme(my_theme)
# plot municipalities
mf_map(mtq, col = "#e4e9de", border = "darkseagreen4")
# plot labels
mf_label(
x = mtq,
var = "LIBGEO",
col = "black",
cex = 0.7,
font = 4,
halo = TRUE,
bg = "white",
r = 0.1,
overlap = FALSE,
lines = FALSE
)
# layout
mf_layout(
title = "Municipalities of Martinique",
credits = paste0(
"Sources: Insee and IGN, 2018\n",
"mapsf ",
packageVersion("mapsf")
),
arrow = FALSE
)
# north arrow
mf_arrow(pos = "topright")
![](data:image/png;base64,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)
Links Map
mf_get_links()
creates a link layer from an
sf
object and a link data.frame
(long
format).
mf_map(x, var, type = "grad")
displays graduated
links.
library(mapsf)
# import the sample data set
mtq <- mf_get_mtq()
# import the csv file embedded in mapsf
mob <- read.csv(system.file("csv/mob.csv", package = "mapsf"))
# Select links from Fort-de-France (97209))
mob_97209 <- mob[mob$i == 97209, ]
# create an sf object of links
mob_links <- mf_get_links(x = mtq, df = mob_97209)
# set theme
mf_theme("jsk")
# Plot the municipalities
mf_map(mtq)
# plot graduated links
mf_map(
x = mob_links,
var = "fij",
type = "grad",
breaks = c(100, 500, 1000, 4679.0),
lwd = c(1, 4, 8),
leg_pos = "topright",
leg_title = "Nb. of\nCommuters",
col = "red4",
leg_frame = TRUE
)
# map layout
mf_layout(
title = "Commuting to Fort-de-France",
credits = paste0(
"Sources: Insee and IGN, 2018\n",
"mapsf ",
packageVersion("mapsf")
),
arrow = FALSE
)
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)