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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)
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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c74Gk1ybGx9ACNZbOdZ7/+9RcE0ERERMsY0LPDVSDvR/+89eE7twcrWoy3n4On/M837kIaay9fH6zepHL1k/duwV8+3Vr/fGauFwfWqK+5cutoFcfGUgU0FXyEAJqIiGgZA3rp9YOmAA25mJ0igCYiIiKAlgtAExERERFAE0ATERERQBNAE0ATERERQBNAExEREUAvLUDzjrYh6L8E0ERERATQYgM072gbAv1LAE1EREQALU5A8462IdC/BNBERERyDegTJ06ckgO7f//+i7tTnLrKJVwG72gbAv1LAE1ERCTXgL58+fLExMS4rO3evXsvbp3g1OVWHhfINdqGQP8SQBMREck7oJdWEwfvaBsC/UsATURERAAtTkDzjrYh0L8E0ERERATQpB80EREREQE0ATQREREBNAE0ATQREREBNAE0ERERATQBNAE0ERERATQB9JLUndHsk40JXSURM+3JX5wqJNmMiIgAmgBaZvp88vDBCCdXaz17ppahoaGNjU1AQEBkZKSnp6epqSnWOFns9HM2wq8MBkNPTw9rzP9txsbGWGNgYIBt4oJt67ODz3enPJsuJpmTiGi5AvrJVJnJjrOfvjf7zt/v9pe1iBjcjgB6MS4XdJdE7PW3sjDYtmLFit7e3sWe3ODgYEdHB++n29/fX15eHh8f7+7ubmRk5G7LAKlJFiUigF5+gD4UMQTIYqGnuBWYFiW43csO6GuDh24fy2ZfM9OenBvv7mypY2JiEh4eXlVV1djYaGFhId6HXV9fjzTdbPSi/CwPhDkkhzsGupj4Ohmm7901WLnv6XQRyb1EBNACAfro0aMnJGl37959cfMopy41Lbyu3pLWyaYGLFzsqVH6+IYowe1eakAfyQg0NjYGKF2sdbNj3UI8mPr6+vBwMzMz2f3lPXv2hIaGSqJM7u7urqurKy0thXPd2tra3t6en58fHBxsYajZUxpBMjARATR9QJ85c+bChQszErMHDx68+OwMp651L3Z1x2sbV7w/C49YlOB2Ly+gL/SkwkceGBjAo+3q6srNzQUruT54IDshIUGalSlHR0ctLa1gN9MbQxkkGxMRQNMENPxcOflIGOo6tk7xGuVHsyREcLuXF9AJu+2Ki4vpPBgvL6+4uDip0bmvr09JSQkLcKvh4GfFuD6fIR8ViQiglwygi5P69LeefzZdSv0rSnC7lxHQT6eLMva5mJmZDQ4O0nkwISEhYWFhUgP0wYMHLS0tWf9GRUV52DFmOpJJfiYigF4SgDbefg6e8j/fuAtprL0sSnC7lw7Qo3VxVkaaAjVZ1NTUWFtbSw3Q5ubmVVVV7GtKS0vd3Nz09fV9nQxRtBxO9CxJ9qk+FDDVkkQyOREBtBw2cZB+0ALrYm+qt4OBi4tLe3u7oM/GwMBAOnTu7OxUUVFZ7NeWlpa8vLycnJy0tLTk5GRci4u17khNDMnqRATQBNBLFdB3RrP3+VvBMz1y5Ihwz0ZZWVk6gA4LC/Pw8KC/PZDt5eVlz9TqKY0kGZ6IAJoAeikBevZoVnSAtZGRERxPUZ6NdADd39+voKDQ19cn6I4dHR0BAQG2pjsGK/eRbE9EAE0ALe+AvjpwKNzbgslkFhQUiP5spAPo2NhYOzs7oXdvb2/39PTcZaVzqTeNZH4iAmjZAjo1bLjiYA+1LNDY7mU+1PvWSFaUn6WZmVlJSYm4no0UAD0wMKCnp9fT0yNiOnV1dagxVKT5k/xPRAAtE0B/ebpUd8uFV195WpzUJ+jY7uU81Pv6UMb+PQ7AU2FhoXifjRQA7evr6+LiIi7Wh4aGulrrXe5LJxQgIoCWvgd9d7TSxewUBWiBxnYvt6HeT6YKRmpi0qKc7ZhadnZ22dnZkng2kgZ0enr65s2bxZtmTU2NsbFxxj6XL0+TyB5EBNBzNjMzc0lYe/LkyYtH1zl1Y2ixq4P/SwFaoLHdy2eo97PpYieLnfCXg4OD8/Pzhfi2Rt9wFMkljkJFRUWls7NTEoknJiZaGWmO1sURHBARQMMLFjor3bx588XVTk6dr+YLaIHGdi+Hod7wmstSfC0NNXV0dGJjYyXd+FBXVye5gSooWkDnrq4uyZ1/e3u7lZVVXXYwIQIRAbTUPhKyAC3Q2O4lP9S7MXc3g8EAl+EyV1VVbdq0SdKAjoyM3L17N48NhoeHRxbY0aNH6fRiVlRUxF9JX8Lg4KCFhQXpK01EAC19QAs0tnsJD/V+Nl0cG2Tj5uZGhaCjzNjYuLa2VqJ0s7e3P3jwII8NTp06dXd8aHawhV2fTfP/XuHo6CiFGgBlKM9wr4aqogkXiAigST9o8SvYzXRhDI3MzExdXV2Jog3p8+6xB0BfrMo4nRbCrltH+cyxUl5evmHDhiEpWk9PDxhN2qOJCKAJoMWssYZ4Z2dnrpV3BoPR2toqOa6pqak1NzeLHdBMJlOMPbVpWldXl4GBwcnGBEIHIgJoAmixydVar6mpieuN279/PxgtOaipqKiwN6qIBdBA85YtW4ZkYZ2dnYaGhm0FewggiAigCaDFoImmxF27dvG4d3Z2dr6+vhIimqqqKo8ZY4UDNNxnmtMFSMJwOZ4we/3Byn23j2Vf6U8frYs700lCThMRQBNAC64QDybvQHQgDmruBw4ckATOduzYUV5eLkZAHzx4cPv27UOytrq6upCQEBsbGxcXl8DAQJRDNiY7+iv2EnAQEUATQNPVl6eL6IRjbmtr09XVpR+17ujRo+P/baOjo1y3dHZ23r9/P29A3x7tud5Vw67PTh1fbIDfqlWruru7h+TJBgYGlJSUSkpKvL29fRwNP58sIPggIoAmgOav9sKwPXv20LmDTU1Nenp66enpdDYeGxu7MzZwtaX0P7p6leuWOTk5jo6OvFOj2Q+6q6sLZyj9b4N8jclkRkREUMvZ2dkBLsYEH0QE0ATQ/GXH1KI/B0prayuDwaAzoxUAfa21nL1RgsfDg3cpepw5WEBAQFBQkLzRGfUDjhkaLS0tScxSIgJooQG9x21M5ZMbakpXJxobvjhVpr3p4ntv3fn0vdkz7XUcvy5tQA9XR6PSLUQvhfDwcDEC2sTEJDMzU3QU6uvrSzRmiBBWW1urqKjIUQQeOXLE1VqXEISIAFoIQLfkdhhtPzfXu6GxISd6oDipz1RrbvR2bsyApd4Zjl+XNqCdLHby7oO82IgMU1NTLy8vcQE6Pj4ezq+IKKyvr1dTU+OxwcTExCl+NjIyIkY6l5aWgs74u/CniIiI5HBHAhEiAmhBAe1rN+FuOQWv2dZgena4qqe4dc3K69cGqr1tJkJcxjh+XcKA7igKc3NzE+5uwlG1srLiEWFZIEB3dXXBiRaRhlFRUbz7At4dH7pcm8dDN7prpqenxUXn3NxcBQWFmpqaxTbw8/Pb7c4kQaWJXk5AX716lT3c6NOnT188+4JTt05waZWdnxJlpq0uyuu41saLD0+Wf/zurX++cfcXP/38dGs9x69LFdDHamPBRN4dkHnb4OCgk5OThYUF11+PHTuGB8/+AE6fPs0jNSUlJRGBiMtpa2vjscGtox0cffU4dKEsVVyAzs7O1tPTa2xs5L1ZWVmZra2tuy2jv2Lv85liwhSilwfQHBuD1y/OVXKK23X52Y8nhxzFAtD8x98+hMsc538M/56oa/z0vVmOX5ckoE+37dfX1xe9LxoYDTdQW1tbdKKpqamJMqAcPriqqirvbaQJ6HXr1tGf4xwXHhAQYGWkGR1gXbjfq7sk4nIf+YRI9HIBmn4TR2N2p+6WC89nSuozu9YpXnOzmNrnM4r1ozVNH7x9m+PXpQdo1Knh3PF2NgUyd3f30NBQERPhGzKJt0VHR8OdlxNA496ampoK0Ve6qqoqIyMjKirKxsYmxIN5dzSHUIaIAJpDgK+twfS7b975+N1bk00Ns8NVakpXP/rnrQ/fuT1Y0cLx6xID9LPpYjumVl1dnRg/hSUkJAjdls3e80zojhxURCe+UfmlBmgQNjg4WMRECgsLUY52FIUR0BARQL8s/aALkrz27t0r3p5kMTExPj4+Iibi4eFBp3s1V0tPT6czGFJqgDYyMsrJyRE9nb6+PpRbZK4WImEB3X7z5k2+kwHeu3ePzpyBt27dunbtGu9tHjx4QH8Swjt37nCk/7ID+urAIX19fd6h44QbHhIfHy9iIpGRkTQHNC40Q0NDOrMKSA3Qq1atEuXrK0flwM7OjsTGIxJSCz+7LdT56hcXammo7sWlJj663PLiShtdXe18ca3rP7rY/LID2sOOQf/LFX1zdHQsKysTvUbPd8A3VyspKVFXV6ezpXQAnZ+fD6SK8fbCj9bV1b0xlEFwQ0S0bAE9UhMjekvxYv3bxOKVwxEW4sOagYEBza+L0gG0kZGRWEZFsltNTY2loSYqQAI9cTD94Xg+yT9EREsA0HZMLQlNnzo3F584TEVFRdCWgYiICPozgksH0IqKimJvRBqaD17KYDBoRiu9dzx3tzvTxsbGykjz2TTpXk1EJN+A7i6JEH0sNQ8kiSUdHR0dgaLsg1lKSkr0aSgFQCcnJ/Oe+kAU6+7udnR0jPKzfHAyj8ezPtt5UFdXt6ioiOpPUpbiS7IQEZFcA3qXlY7k5hX08fGJjIwUPR1bW9vU1FT6gzv09PSysrLop39nrJ9janAO3T7eS6dbEg9TVVUVbxfGhUaNUTySEcjVNb7cl25huI1VVULpBb+bN9CJiIhkCWhkWrBPcshobm7mO4qPjtnZ2aWkpNDZsqqqSkFBIS0tbUieLCIiQkKt/BzW398fHh5uZaQJ75j18fDa4KHEEDtTU1OOEgJAjwu2JbmIiEhOAR0fbFtYWChRZAQHB2tpaYmYiLm5OZ3Pazk5OatWraqsrJQ+ggcHB5uammpqakpKSsrLy9lbV/r6+nBW9CNri6V3R1JSkr29vb6+vpGRERbAYq5bmpmZXexNJRmJiEjuAP1kqkCic3KzLDQ0VENDQ5TvY+vWreP7GTM6Onrt2rUdHR1SRjNoGB8fjzuppqa2fft2PT29HTt2KCoqenp6lpaWxsXFgc7y5tGzPGhlZWXtrRuGq6OpVpHLfWkNObuzY932+lnVZAaSBhAiIpkBGrXg2NhY6bAgLCxMR0dHuH2pDnO8vdeAgABNTU1U8KUJODjLrq6u4K+VldXC0eQJCQmrV69mMpkS6iEj+snr6urC629sbMTdwx1GGQNfG4VNXl5eVVUV3g1UfaZakkg2IyKSNqCfzxRbGG6T5iQjbm5uzs7OQuxYUFDAY8fe3l5LS0sHBwepXUhdXV1QUBA8ZfjLvD9drlmzhm9YUVmZiooKR0DqhS8DHtm5rhSSzYiIpA3orpKI3bt3S7mV1szMLCYmRtAdAwMDF+sK0tHRAddPOhcCfiUnJ5uYmGzYsAEVAr5lW1lZGUoO+aSzi4sLnZhNhoaGJBQ1EZEMAB3kaiJ95w48XbVqlaB7mZqacv3GBd9ZX1+ffvc74aypqQmFClCrpKRkYWFB/6bp6urm5ubKIZ1xCQwGg28BU1lZ6etkSPIYEZEMAE0nxpskzM/PLyQkRKBdNm7cyHV2RGdnZ9FD5S3m7KNI8PT0xF2Cv+zu7k4n4hKHuw0Isk/XLT+mrq6en5/Pd7OGhgY9Pb0T9fEkmxERSRXQp9v2e3h4yIQO7e3tK1euFIh3XKe8Kikp2bRpk4TO0MzMTEdHJzk5WZRyKCwsTA7pHB8fT7+9vrOzk8lkliT7kIYOIiLpAToz2lW4qMTHjx8/wc2Gh4fpJ1JeXq6oqEh/kpQ1a9Ys7ERsZ2e3WN9eUQznpqCgIHT4afZzlsPOGwMDA4L2yMYuKGmcLHZe6iVTbRERSQXQyG/CRSX+7PSJqy2lHLo10jU5OSlQOvCgUX328vKis7GBgcHhw4fZ17S1tamoqEiiX7BYxrk0NjbC8ZRD9zkiIgKuvXAdV0xMTNKinJ9OF5FcR0QkWUALHWSOa1Chy3V5ggKaaqX18fGBp8l3DDeq5AcPHmRfExQUJBxoePiJgYGB69ev5zs5Fh2Dd79//345BPSGDRvq6+uF3j0xMRFF+5OpApLxlpMYGue/9rUXnYVtXH9dveJ6cVIf30Qmmxp+9fPHwv0qqMSbmtwB+svTRULMWyp2QFNWXV3t7OyspKTk7u7e09PDdRt9fX32j1plZWWqqqpijNsJZhkZGVlZWYkrQXNz84yMDHmjc1NTE7xgERNJS0uLDrAmUFs2+nyy7Aff++KPv33oYHxaFEDfO17JYzPev678YPZCdw2ds6W25J3akgf0tcFDwg0YkQSgWR+jUPvWm7eF3w+VlZVZDTLd3d06OjpVVVXi6q2xb98+pC/egCS4Fvj48gZolEBJSUmip+Po6DhaF0fQtjxUmdLzy599nrV38Le/evR8RnhAi6Kf/fjJdFsdmwdZ+vR0KZ0tlyegj9fFCT2xtIQAzcJlVlaWoaEhEAx3j9Wngt3ft7e3F7SX3mLW0tICVxeHE/twSiSIS5C3Pnbimg6xo6Njl5UOQdvykP7W89aMmTvHKv/nW896S1qplfmx/a//6f5Pf/zESm9G8cObAPSlnhoQnKl9Fu72n373oDqtG3v94qefK/zrZl9pK3uzA7aEPx7kdBK//vD7X3hYTnI0SvjaTfz6F4+//90vt6y+cne0cq3CtW984/lvfvWoIL7///5wP3vf4M9/8jkSKUrse+v1e6985+mff/8AK7Eja8vMqEEqNTWlq7t3nWS1e3z7f5/hQk7UNeKccWjVT6+35bcvPUA354fGxcXJIaBZlpmZqa+vD3SCzihLQkNDWfXrHTt2iOUQiYmJioqK6enprDUjIyMPzk3eHu1ZqM9On+A7qzyH7dy5U9JhAgW9pWKcLsDBTJugbRnoyVQZQEZRDJ7yLuYpLBw70vTqK08rDvYAdp5Wk1/72gsK0FjwdxjHLo4mp7GcFDzyaLxce9NFjbWXOQANjBpvP/f5ZBlS/vrXX0w0NrB+rT3UBXCPNzRc7j3y4Tu3KbxSfvG5ztrvvfoligQc9/bIXIEBZIPgwPF3X/3y2XQpa0tWahmRQx+8fZu6lmDnk1obLz4Yq8BPOLfPTlSUHegF68+01y0xQJen+gkdXE06gKa86ZSUFAaDoaCgAJhiTVdXF5Aq+kc8QN/CwkJXV5fDcQagb/Y1cp1O5UpT0fj4uEBHgQdNvx+hFMzFxUX0voMsMzY2JnRbNu0bFPsSAkf+8JuHWHCzmDLVOstqbQBPKUB/85vP7x2vxMrOwrYf//CLL06VUb620sc3OAANfJ+sb6RS+NtfPusqamP9iiP+5EdPgGnsjsS/PF3KDmjsODtchTX4lQIrygN461gP3C8ENFAOr/liz1z79dt/vYctwXQckXWBKDwiPY8vMUDnxXsI1wka9uD8qYUO5v0zJycmJiSBFWAaZYm9vT3QDIda9MaNlpYWPT09rqgSL6A1NDQkMUu60IYaCUdXRQJoIv2tc/032DVY0cLQOL/HbYy1zafvzVKA/s63n1Jr+kpb/+8P96ll/LQQ0IAma/e3Xr/HDujnMyUxvqPvvnkHTvFm1StwrtkB/cp3vjoEygw41zjKP/52d+fmi4sBGtqofBVFC9JBQQLch7ufQMp//O1DltivZWkAOjXSWaD5/eTBWltbP/744/LyctHpvFjgf/ECGiWKXLVBb9y4UYyhVwigl037RlVqN2vNx+/ecrec8rCcZGqf/XfMyxK41YICmrXlQkDDL56Z/8p362iVuc4Z4JWjiYPaq+xAL457ufcIlh+MVfAAdGbU4OoV1wMdx51MTlP/qildZR39RF3j9cHqJQbo2CAbcfWCkJwNDAwEBQVpampu2bIFC/39/StXroQTLUqCBgYGPKZlESOgvb29JRQkRGhTVlYWY8dEExMT0ht6qQto/v53v6TARwnu559//2C0Zq4Nuia9C2QMcRn75jefixHQiUEjcIovdNfcHqm01DuzZuV1Crs4KDug0yOG/vrnz7DNo/FyN4spAPrOsUrWluyAvjtaCZcZpz1S3YR/bw5XYZvsfYM4+cqUHlzIqZb6JQbovf5WHIGA5dC2bdvm5+eHgqShoSE4OBgO6fr16zdt2hQdHS2cJxgbG2thYcFjA7EAurOzc+vWrU5OTmIZ8CJGMzIyEmNqiYmJOXHuhHFLWgbbzutuucC+BiwDCo9WNefFDrz+p/s//uEXZjvPYhsxAhrlgaHmuZ/86AnKhnWK1yhvGqT+0Q++yI/tZwH68US55vpLcPDfeO3eoYghOMUK/7rJ2hJr2AeqbFa9gqOw/u0ubvvXP24Dzdi3PLln6fXiSAyxF7GtQNKWmppqZ2fHvqagoAAedHNzs7Ozs5qampKSEpw4MzMzNzc3Ly8vuKtwjXn3IePbnU50QOP0VFRU2HuGyI+JPkSF49sAqiOzR7MI5oiIxAzogiTPQ4cOyXPjBvjL6gfNMrCYI2x/R0dHfn5+Xl5eSkoKAIS9XFxcuLqu3d3dfCcXFxHQdXV1q1atEqJr3cmTJ2cENEH7zLS0tPCuPQhhRUVFIR5MkgOJiMQM6JmOZFdXV7kFtLGxcURExML1bW1tXOOOsltUVBTXsYj79u1zdHTkC+jZodaZnL0Lda2tgjegUSqAzmVlZUJc75UrV84VJgqkq1evCnSIhIQE8baJg/hGRkZbt25N2G1HzTbLVV+cKpxpT+axARERATS35icZRevnbQUFBfBzg4KCFuv/AA96seD9LCsuLtbR0QGpqXb2xsZGDw+P9evX8x0uODw8fG5xA7657pWdnd3T06Ompsbj8yNfQHN123kIuwh0CC0tLXH120EVQVNTE+/PwYMHUddJTEy0MtKsTPP/fPKrb4YPx/OPZARG+FjYMbVQ1qLeo6+vD1+7v2IviYRHRABNS572+h0dHfKD5v7+fnNzczhlfPsO5+TkrFy50tTUtKKigoc/C4dxy5YtysrKGzZs2LNnj4RO28/Pz9DQED67KAWepAGNkklcff5AWzC3qKiIfWVvb29sbCyeiD1TC7BmMBhxcXEoHdmPiDoNk8ksSPIkOZaIAJq/cuPcJRHtXjjbv38/CIJcTRMiIEJaWpqlpSX4i2wfGhoqk27dVPD7+vp6EHDnzp28/XoZAjowMFDo0Cvs5uTkZGNjI1xfPdwiXV3dR+OHSY4lIoCmFS8J+VbmaG5ra0N92draurW1VYjdu7u7MzMzw8PDwQ54dkpKSqqqqioqKnCx7e3txR4CicPmWmD/PSLRwcGBh0cvW0Djnog+t4uFhYWzs7PQPalDQkLqs4NJdpU3XRuoNtQ89/9++fgnP3qyTvFaY3YnuSdyAegnUwUyn/IDmVZBQUHoptvFGjfwF851QECAeIdmcHR21tDQYIVwguFmCt3xWaKAzsrKQlkleh9qDw8PoRtJUDzYMbXIrIZyKKWPb+xQuzRc2Xx/bC600E9//IQKaMc3QDP9CM4E0ELuac/UkhC/+FpVVdW6deuQ5+ECSwj9e/bsgWfNt+eGEIaaB8oVjhleRBkGIlFAb9q0SWjXnjI4ziLOL7xr1y4yNbgc6sFYxde//oJ9oJ290TQ1YJpv2OUlF5d56QH6SEag9IPKd3R0mJiYGBgYCNcjjabl5uaCmP39/fr6+nzn0xKoA8OaNWs8PT0XOst8+//JBNAoCM3MzES55AMHDuB5ifKBsb293dVaj2RU+dRvf/XImjFzd7SSfSUr7DIV6JlHXGZsMFbfiERY+/7q548nmxoWBn0mgBZGHnYM6QwprK2tdXFxgddsaGi4f/9+SXvuAChISrVx44hMJlPEwHIg3fbt242NjbnOJ9vZ2bl27Vo5BLSXl1dMTIzQJ+bt7Y2iVLjPAyyrq6uL8LEgKJRP1aR3/fG3D1995elG5asxvqNUvAt2B5l3XGYscAU016DPBNAC69ZIFoPBgKcpuX4OcNLBSgsLi9jYWNE/VdE3kIUqBnB1Bw8exAmoqqqirs06B3jZqLxbWVnhJ0tLSywsrE8A9Djtbdu2wYtknxSRw1DIaWlpySGgUY3gcdq8ez3iilCmiv6hFSlYG28nKJRbfXFqLqy+p9UkSA2q1md2sfOXd1zmxQDNNegzAbQwasjZ7e/vLwlEgneKior4K00us8zHx4cj6HNHRwfVXVdFRWXVqlVOTk6JiYkZGRk584aFgIAAEE1JSYnqPY1t4DLj5vAdvZ2enm5tbS2HgBYuxChqCbgDYpyVHDe2pzSSoFDedKG7hn0mb2DUZMdZKuoQi7+84zIvBPQvf/Y5AM016DMBtJByt2UsHBstioHIGhoa8E8Xm6VbCgbPEZWDxdxD3o2qcL1Rr6ff8Arue3t7yyGgwVlB+5aEh4fr6uqKNxotikYLw233x/IIE+WtfeN3v37EPj1rYULfX//8GTt/ecdlpgD96198FVju+mD1N77xHIDmGvSZAFpIne9OsbGxEVdu9PT01NPTk/koGGoUiXSOFRwcHB0dLYeA9vDw4BrVZLHvBPC4d+3aJYmuNcXFxVZGmjeHMwkW5UdA7Wt/vA+/+Hht4+xwVW9J69t/vRfgMP7i32GXX/CLy4wFsBsrG7I6AXpqAwCaa9BnAmjhtdudKfrXwpiYGCUlJdBK0iNEaJqDg4N0yglwUJTe3JIDdFtbG81eHJGRkahwcIzhFq9VVlaSucDlTfBwDTXP/eX3D175ztPX/3Q/yOkk5VBTYZd7ilt5x2XGBliO9DwO0H/7f59tUrn65mv3AGiuQZ8JoIXX9aEMocetwFeNj49fs2aNi4uLTJqbF7PS0tKtW7dK4UBeXl5CT8Ir6X7QxsbGdPopW1hYSKhPOkf/9Io0P4JFIgJogRUTaCPQF3+4yfv27dPQ0NDT0/P29q6vrx+SPzM0NJRCmeHv75+UlCSfgFZWVua9AYoWlM3SGbJEhfm/MZRB8i0RAbRgujuaQ3PGP6CZMW8Ak5zPzBIdHe3m5ibpo8TExDg7Owu9+8WLFxdOlM5b169fp1m50dfX572BoqKiGCeT5WvV1dWu1rok3xIRQAushN12fLuUwVNevXp1bGzs0FKw8PBw9ogZEjIqVJs0MUfTnJycQkJCeGwAfMfHx0v5rIKDg49kBJKsS0QALZgu96XzDqyTkpKioKAgk9iewhkuRzrzl+fm5m7ZskWurt3Ozs7CwoLHKCSUslZWVjLpYGNsbDzelEByLxEBtGDaZaXT3t7ONV81NTXBTxRx4K/026CldiwPDw8vLy85ufCEhAQAmkfLcktLC8paWU3a0NXVpaend23wEMnARATQAqg5P2SxnrPwEOUnxj9NEyWGkaAGX9XAwODw4cPycOHa2to8KjrgsoqKimxPtaamxtp4OwnhT0QALYCeThcxGIyFg+jgkTk4OCwtOvf19fGdyVu8VldXhyJBhuMnYceOHTt16pSLi8vU1NQpbjY2NmZqapqTkyPzB5SXl+dhxyBTyspED0+WD1U2i0tHq5ofT5STuypxQENpUc4cwY6pUXmLNX3IrdXW1qqrq0v5oCkpKbJtjJ6enr7RXXO5No+HwGg5eUZxcXFRfpYkG0tf+bH9H7z3SGPzPbEISSFBclelAegnUwVWRprswxZcXV0lN++q5KywsJB3JzMJmY+Pj52dnQwBfaEsVbyTgku6p01skA3JyVJWbsyAg/Vscc4FsQhJIUFyV6UBaKinNNLX15fVUKCoqNjb27vkAI0atCgTnYjSS4HJZEq/+9oSBTQsNDQ0McSOZGYCaAJounKz0aOC3FtZWS2VXs8clpOTY2JiIpNDd3R0MBgMMUbslD6gT548eUl8dvHiRb6MPhjuRPIzATQBNN0+0aAb1R1KVlMXimjJycky/LDZ3t4uzT4kYgf02bNnL5SnzeTsFYtujXQNDw/zPqK/v39OnDvJ0gTQBNC0lBrpvHnzZom6z8eOHWu5fOLwdDdvlZ8dOHXqlKCJI8PLqp2BMhsbG65TZC0VQJ8rTBI0SMhimh1q4wvoofnp2I/VxpJcvdjHoafTRUsL0NNtdd979csP3r79zt/vvvbH+005nYv2Hztdqvrp9ZL9vbxP+/ZIZXdxGwH0nJ7PFEf5WZrpbzU2NmYymfb29t7e3qi219TUiIsmo6OjaRMtjOY43trVk3nmzBlBG4IZDEZzc7MMAb1v3z7pD12hA2g6pZ1MAN3d3Y2nNtOezHoJH40fbi8Mg68wezTrpUVzSbKPHVMLedDAwGC3O1MsU6RLDdArP5illtsPt7/75h1q+dl06fOZ/9pyqrleZ/MFvqd97EgTU/vsYr8uTHY5A5pdX54uujWSdap1/5GMwD2eZnhRSkpK5BnQgYGBMuxKQVlxcbGOjo4cAjojIyMvL08OAQ1rbW3V1dUdqYmpPhTgaq1rYmISFRWVnZ0NQr2cPaavDR5i/5QC9wilvrXx9tKDPg/H85cQoOH5vvX6vcNx/Tb6Mx/989aNoWo99QsfvnNb6eMbp1rqLXTP/OE3DysO9nw+Wca+/t7xyi2rr8AH36Ry9c6xSobG+T///kFNeldq2PCB3UdfzE/pYrT93GLJviyA5tBnJ3KtjDSbmprkE9C5ubnr16+XeSN4b2+vlEfK0AQ0tuEbJ1pWgIah3uPj45OYmMg+Ej0iIqIizf8lBLSvk2FFRQXHLerr60tISDA0NIS3NFi5T4iiS2qA/v53v/z43VvvvXXnX/+43ZDVCZKqfnodfm58wLFg57nZvkdrmla8PzvZ1AD44l+O9YGO4+HuJ/BvTvRA7aEulge9ENBck31JAQ3NdCRbWlrKIaBbWloUFRXlZOoAaQYDoez06dN02qD5xomWIaC5Wk9PD4PBEMVnXIpqLwzj3UpWXV0dFBSkp6dXlR4g5x40JZA0xGUMC1Z6M3Byd26+CFnqnWEBmmP9DrVLw5XNC5s4WIA+XvsVoLkm+/ICGkoMsTt06JBcARrZGExMT08X7nwuXrw4O9hCR3fG+icmJvgmKP2O2N3d3XQAvWbNGt5TqMgVoOvr67dt2wYMPZ44/FI1buCS6UwgNzAw4Orqemify5IAdJTXccpThneMhfGGhqTgEXYPmn29t83EPp9R/Ju9b7DsQC8Abao1B+isvYOUp4ztKUBzTfalBjTcGRE7GosX0P39/UwmMzw8XOjzoT+5yaXqrKmpKb4JKigoSBnQKJzujg/xjvd/+fJleNC8Bx/JD6BxnvCdr/Snv1S+c1dJBOhcV1dH/0YFBwdH+lrSbO6QOaAfT5TrbL6g/MkNjbWXsRkL0Bzrb49UblC6tuL9WT31Cw9Plt8Yqn77r/eOpHdjPbb55L1bq1dcZwc0x+4vNaAhT3t9UQLVixfQDg4O3t7eotBN7IAODAxUUVHJyMiQGqBNTU35Bh20s7MzNzdfKk0cFRUVPo6GLw+az3WlIFt5eXkJMXw3MjIyP8GD9IN+6XpxLKaRmhhRepKJEdD79u0TPfKG2AENQwEGIG7dulU6U66oqqryiNmNujDOxM/Pj+/gI7lq4rC3tz/ZuPwD/N8ayQrzMreyshK6J2tfX58dU4sAmgD6P7I13dHV1SVbQJeUlABMdFrrpA9oVscS1Fi3b9/u7u6OZQkNzgR5fXx8ePSOWL16dUJCAp2k5ArQLS0t5gZbrw4s2wD/z6aLC5I8DQwMioqKRPyU6mCmTQBNAP0fdZdEeHp6yhDQ7e3tCgoKtbW1ogNOcoAemp/TuqysLDY2dteuXTo6Ov7+/uKlMyimq6u7WL0YRYKKigr9idvlrRcHni9qSG0Fe5ZfHp5qSYKXs3fvXtGL7dTU1ML9XgTQBND/JW8HA6BHVoCGTyqu8egSBTTHhy86DcECmZaWFo/Gbg0NDYGCN8kboKn6O551TKDN85llMmLlfHeK/y4je3t7cQ15jY+Pb8zdTQBNAP1fujmcidrZwnlYpABoHFRRUVFcjJMaoKkzDwwMVFdX5zGvq0C2atUqHg30rq6uAqUmh4BmXctef6ulnm8v9KQGuBjb2NhQMSP5WmdnZ1FRUXJyMi6fxwCxuLi4lvxQOifQkNX58btzXSDEok/fm+URZ4MAWvZqyguxtbUVlNEjIyM3bty4ys+uXbu2WKfjkpISbW3tpQhoypycnITutc2RgZlM5mK/hoWFCdr7UG4BPTQf4/9AmMMSzbGX+9ID59FMZ755ZKgDBw6Ympq62eilRe06khEIB9nKSDMzM5Pr9tHR0e2FYQSLBNBcVJsVJASjRTRvb28xhqyTPqC9vLzS0tJETychIcHPz49HzTcgIGDZAJrq13GmI3lp5dXPTuTGBNqYm5vTQTP1YZnBYOQneGDHhXMecW2whn/dWRxOsEgAvUi9KWe3tbW11OJHU7O9iLFIkD6gPT09xQJo3PbU1FQeo1cE/ZAr54AuLCxcQhNlPZsuLtzvpaenB+bSubqOjg642Hv9rDjQzFJalDPXpCIjI7tLIggWCaAXFWph8G6kw+ikpCSASYwJysSDFksTh66ubmlp6WK/5uXlubi4LCdAw+CK7t/j8PlkgTRf7y9OFd47niNQXOaJpkQbk+3R0dE0MwXKHgvDbbz7fZ/tPOjo6Mi18aevPIpgkQCal+qzgw0NDcUYNnoxMzIyEm9QJOkD2s3NLSsrS/R01NXVGxoaFvu1vLxc0Mll5BnQCQkJmzZtMjExCQ0NhVtakeYvnUiktVlBKAhRMDCZTON5c7dl3BnN5tGmAS/Y1taW/lva2NhoZaT54GQe35PZZaWzMNnAwECxRIsmWs6Ahq70pzuYaaekpEiOzk1NTWKPKSp9QLu6uvINzUzHACweIxVLSkpQZV4GgG5ra1uzZo27uzur80N/f//evXvn5qGXZNX+7miOj6Mh8MfR5QYlH5C90Nv98nRRQZIn/TYNlgUFBQ1VRdM5pdNt++GgcAzOQuX1ZZ7ZgABaAKEaGOZlLui3KfqGOqOHh4d407x06RLNaHZ3Tw5OTk6KfkRUVHk0TdA3DQ2Nxaos9fX1ioqKgh5FDgFdW1u7atWqnJychT91d3dbWFiM1sWJ/TV+PHE4fe8uAwOD4uJirmfV3t6Ows+eqRXubV6436sqPaA81c/SUDM2NlaIhj4vLy/6Hz/bC8MsLS3Zyww49cumkzgBtDSUF+/h5OQkiSZpVDOlE91ComZoaCj6CPWh+VEqC8O6D80PLwTUFoPLEgJ0VVUVihke8/gAlE4WO8U7i1DxAW8Gg4GKIN8P0digrq4uOzs7ed54h3LlYX5+fg05u+mfJBhtYmICN8hr3kz1NAgTCaAFU112sJmZmdDxOhYzcKezs3OpA1pcM3/v3LmT62BOHR0d4XqJyBWgUYbhRvHtnYbqyPnuFNHf2NvHsjP2uVBesJS7jYLsrq6uvk6GIO+947k0O1aPNyVAp9v248wJEwmgBdbRIzGoJLLPYCS67d+/f+F8JXZ2dnB5xNIvQgoWHx8vroj+urq6C71LcA13Q7gE5QrQ2traSUlJfDeDq1ue6ifKiwrMAY6onGVkZEitt+hCq6mp2bt3r6WlpYOZdkGS15OpQkI6AmiJR4QBLESfxpC9UmlhYaGurg7M1dbWwkOnZmnLy8uDDwL/mn5gIJkYbgVOUlwU0NTUXDhoODg4OCQkZKkDurCwkGbQErjY0QHWQr+iHUVhQHN9fb38vCQoYuHFh3tbENIRQEsjNIygk0Twtblo7j4+8DWQh7HAqgU3NDTgWMnJyXIL6NbW1nXr1okrNa5TWG3cuFFo3ExPT98e7aH5yZSv7p+dFBrQuAquzesLzd3dvfWwkOHuWvJDUd6L5XuA2M3FxYUMPyGAloauD2WgMt7e3i6F1xpHgUMdERGx7L8QwrhOAquiorLU2+jDw8OdnJxobkwzVv1ClaX42tjYiCtqlditp6dH6EvjESzpZ29c/fV7F8Sin795hQRLWg6Apto6TExMpPPtBW82Kq1i740nLgsICIiKihI9HWo2gOUHaFwXinP6n5cNDAyE6Ay6198KdS8pfwwUyJqbm4NcTcSbDXNjBlZ61fENJElTSIqEG10mgIaq0gN4TPwhXoNbZGtry3VcrMytuLhYS0tLxAbKHTt2wBPn2pRhbGws5whGCZqenu7v74/3IXTeIiMjqcZ0Pz8/fX3BZrwMCgoSKJbbrZEsBzPtAwcOyPldysnJyY51I4AmgJaewrzMpdbXYmBgwH7e5C3jwWvjEcR5Mevs7ASJNm/eDH6BayUlJYt5f/IMaDwUeP0MBsPT0xPViH3zBkDj0mxsbIyMjFxcXASdNbW7u9vSUPPL0/OBMs5VvLjczEP3po54eXm1t7ePL25jY2OsJ1VZWZmRkRETE4N6j4ODA2qBKBfhs9MMHCqKoQA7Lu4xOATQBNB8gs7YMbUk/Waz4wBOtBwyevfu3TR7wqWlpZmamqqqqgIN4eHhfL/+4ZLlGdB4HEL3MOFh8fHxX01rfaWj5Exf3IkaUdR1dWLo32E/Y4NsCpK84KGfbEy4OZzJGrB3qTfNw44B1qM2IK6r6OrqQqFlaWlZV1dHlWTILwTQBNBS1ezRLKl9MGQx2srKSt5QZW5uznWAXHFxMer7bm5uampq8NSwkJmZKRAFxBuLVbymrq4u3v48rKeMisWV/nQAevdwiYjcKT3TD48+1NNssbCfLHUWh+NlTkhIEL2zf2Jioq3pjoac3ee7UxzMtFEqFx3wFnvuI4AmgOYvOCMWFhbSbFJA/VRFRUWMMf5Ft7179wYGBg7Nx5rw9fXV0tJSVlYGkVGcwL+em2VO2BHtSKq8vFw+AW1tbU1zfnFBDXULOLwXRyrFAuj0vbtovsyPxg9XpPl72uvj2eGBonwVopN7WFjYHk8z9uB8EpqXQGqA9ncYf/uv9z5575b2poufnajg+HX3rpPlyT3CB/w5Xar66fWS/b18hoaOVHYXtxFAC6OkUHuJBr1baC0tLbt27VqzZo1YIuWLbnCTvb294X8ZGhpiGd60uPp7eXh4xMXFySegccmSC6SFYqkkK1YsgBYuTNjRIzGJIfZ4pnCH6WM6KioKe0kn30kH0F1FbSven30+M7ecGDRiazAtCqCfTZdSSf2nS1hzvc7mC3x3PHakial9ln6yBNDs8/fMhSeXZlQN+NHwSXNycvT09JSUlMLDw52dnc3NzfE3OjoabqyUUQVva/v27YcOHRJ7ykLE6ZeOZWRkwMkVY6PtwkecsDdYVoBmf7fzEzzwmhUVFfE956amJkfznVKLRScdQJ+sb/zL7x+05bfD1YXuHKtMDRs+sPsofhqrbzTafg6A3rn54gdv3/7bXz5rP9zODu4tq6+88do9qLek9XBcv43+zEf/vHVjqFpP/cKH79xW+vjGqZZ6C90zf/jNw4qDPZ9PlrGvv3e8Ersj2U0qV3FQhsb5P//+QU16F8fRF0uWAPq/NFwdLeic08jbsbGxe/bs8fX1DQkJgZ9YWVlJZ8e2trYVK1aoqamBiZqamhs2bNi6dWtWVha4XFpaCpdz48aNTCZTal8vYba2tjyCtInYILswXInMDU8NdBbvTAtc2wpkDmhKD07mOVns5Bv1G/UJZASpZTqpNXGAzmDfW6/fg6t7urWeK6Dhww5VNr/52j12QFPrhyub//nGXZBU9dPr8HPjA44FO5/EBqM1TfDNJ5saAF/8y7E+0HE83P0E/s2JHqg91MXyoBcCmmuyBNCcgu9Av08VfA3kcEdHx8jIyISEBFQMvby8wFlFRUUzMzMsh4aGUt22UMFMTk4+cOAAlpFj3d3dd+7cyXf8d35+/rp165CORIeWtba2Un9VVVUldxRUEfbv3y+1L7ELjb0BHaXgpk2bdu3aJXQ0TvqGJy4ngIYejufz7VGTnZ0d6Wu5zAANDp7rrKWWS/b3wkVlIfJ47VeAxhpqg9/9+tHB0GH4vH724xzrQdIQlzEsW+nNwMkFuyFLvTMsQHOs36F2CWRf2MTBcfTFkiWA5lRskE11dTWdjFdYWAgQLzZRBRzklJSUiIgIMNqdzby9vbESNWv6bSnwpg0MDCQUOgcuv46ODtK3tLSURG8zluEodnZ2a9asMTExAamlGaENPrK2tva2bds2b94cGDg3UyUq+3h80jl6amqq/AAacrXW41sshYeHo8aDCpyDmTa2PxjuJLn5q6QD6Oq0bjjOcISxPFDe8v5bd7L2DlK+KpxWCtDwr+HDgqH4ld2DptbDpYX3DZJGeR2n9oJ3PBd3sKEhKXiE3YNmX+9tM7HPZxT/Zu8bLDvQi8RNteYAzXH0xZIlgObUoX0udLJuT0+PgoKCGEPi8TYUAygMxDugZnBwEKWFpqZmX18fPMpPPvlEot6rmpoaq2+Duro6ygPUDySNadQ8cCDgGCXi0PyEW0APXFppFg9FRUVyBej0vbsOHz5M//xRoSwoKHBycjoQ5rB0AQ00BziMf/zurffeurPyg1mA8vZIpfInNz5579bqFdcpQKspXf3g7dtv//UeCM4OaPU1c43Ib7x2r6uojUXSxxPlID5S0Fh7ebqtjgVojvU4ygalayvenwXlH54svzFUjfSPpHdzHH2xZAmgOVWS7EPnKxleWRBTQt2zuBo8bg0NDbif8HMBGhER09XVZWFhYWtry1qzYcMGyZU3sbGxbm5u7GtQ2DAYDCUlJWoaDgAUR2+fNzEGcvPz80P9Q7ZdsMvKyuQK0O2FYcJVlfDCXOxNfdn6QYvY/Y70gxb/rCt0IrJTPahs502aub2joyM0NHTHjh0oHnbtmnOFhKBPRUWFrq5udHQ0+0orKysJ9fbDGRobGy82GAQFT0xMDGrTm+Zt/fr1q1evVlZWBr4zMzNFPDSSolrYZWgNDQ1yBejnM8XWxtsFnVcIDoGVkaYkunbIOaDjA441ZHUSQMuLqg8F0I/djLcWbkVkZKRMcj6cUG1tbZAaJ0D/K2JiYqKKisrCriaoDUgibhQqyDY2NkIMAgK4gdeDBw+K0gdZHoZrTk5OyhWg5zoFl0QI9KxBc7xjaVHOS7oXBxlJuBwuIzPalW8/JI53V0dHR4b5v6+vz97eHv4m31jy8GS9vLzgfXNtHsGFiD1iRk1NjaGhob+/v9CXtm7dOpQowu2upqYmUGOrhGxqakreAE3FCGM10LW3t+Odj42N9fX1jYiIQMGPsg11tYKCgoCAAAMDA1dr3YIkz4fj+QTQBNAyVqCLsaAdY+UhElBVVRX84vDwcB6ws5433j3hxFJg5OTkeHp6oszYtGlTamqqiKlt2LBBiFGI8NmDgoKG5MDkE9DPpou9HQxQw0AJ6uNoeGifS3N+yHhTQm9ZVEmyT8JuO6w8GO40Whf3dLpIojkuP7b/t5+ceXPnkFiEpJAgwfGyBbQdU+CwyEJPhyp2V1pPT8/W1nZh82JzczMVloF3CuvXrxe6nzKODo/MzMwM5QTyvBhDGyNlDQ0NEL+wsJD99FAPyMzM1NLSQg0GR0QxCdxQU6xiza5du+QkPJN8Ahr68nTR9cEMmee4hyfLhyqbxaWjVc2PJ8oJjpcnoM93pwgaUL+srExdXX1IbgxOtL6+Pnsna9ReFRQU6HTRs7OzE6JfCqC5e/duHAJ8REkgoetC6YLrWrdunbKy8up5g7+PohFrTExMcuYtLS0N5RCTyZRm75qlC2giAuglJi97fUGHVjc2NsJt3LFjh9CR3sRu8fHx8Ch7enp6e3vheG7cuJFmo01bWxt8cIF6uQGLioqKvr6+MpzkFM4yFWBTmr2bCaCJCKClqvS9u8LCwji+qjU1NdXV1VVXV/Ou+4NTYDQcOmpujpqaGtlCITIyEi6tioqKn5+fQDsGBQVZWFjQbBw4ePCgqqqqoB22JGFUt27c+QMHDkgz3BUBNBEBtJS0RW11VFRUQEAAavpGRkaoSgNwGzZsUFdX3759+/r161GnXmxmbnABG1P97fLy8szNzYeWrLm5uTk4OPBlNC5WTU1Nho7zQmtubra0tFyzZg0qEKg6ZGRkyEPhQQBNRAAtho/aO3fuRFU9Pj6eRzg6UHhhU0ZsbCw4zqpfl5SUODk5DS1lMzU13b1792K/olZhZmZmbGwsn00K1PfD5ORkal4uAwMDf3///Px8WcGaAJqIAFpUnelI5hiLzNVSUlLYe6oBBPC4t2zZwo4q+HESnZxleHh4ZIGJ/SibN2/mOrAQ4Fu1apXUptkVSyeQ6OhoBoMBzxqwRtHi7u6OqpJw84wQQBMRQMtA5al+NHuGIau7urrCy4ZTpq+vz9VZXrt2rZeXl+iTwnG1U6dO3R7tud5Vw9Jnp0+I/Sg9PT0AMSuwH1iGmoG5uTkuX66aNQS1zs7OzMzMwMBALS0tJSUlKysrPEcCaCICaLmWp70+/S7AkZGR2traO3fuLCsrW2yb0NBQAM7X15fqQVFfX9/Q0CAWlw2AvliVcTothKVbRyVSEpSWliooKISHh6PSAJbhkkUPjiFvduTIkfXr1+/bt09yh5icnOy+NlV1bkgUHb15hiCG6CUF9NPpIlR+JZE59+zZo6qqqqurq6ampq6urqysDNLZ2dmBC/IPaJilpeW2bdukOauLTBqsNTU1JRoLWyDD6yEP40eICKDlRaO1sULHixDCMjIy1q1b5+DgsFiAN9kCura2Njo62tHREUVLQECA3H4JFK9paWkFBwfLw5mkp6dnx7oRoBARQH+lnDj3rKwsKefD5ORkYNrU1DQxMbGmpqajo6O4uLigoEC2gDY3N1+7dm1QUND+/fslNyxQPo3BYHh7e8u8QMIJ4Ew+O5FLmEJEAC1wA7R4rb6+3tnZeevWrevXr9fR0UFdm8lk8m4AAaDvjg/NDrawdH/mpFhOBqWUgYHBqlWrZA6pycnJGWHt9OnTojQvGBsbS3oaWb5WVFRkz9S6O5rD99V9MlVYmeZva7oDDy410llqU3GLUVPN9e6WU+KSh+WkeCfDJoCWveRqwum8vLw1a9Z4eXnx6LfL0cfu6NGjYjn06tWr6+rqDhw4IPPoIteuXbtQkSacUHqJYikpKQoKCgKFnJWElZeXWxhum2lP5h3WWVdXNzY2lprm2MXFZbQ2dsnlvtyYAaetbWV+aWIRkiLhRpcVoG+NZNnY2MhbdXv37t2KioqJiYlSC8nW2dlpampKLfv7+0u0Kzdfu3LlCnsbjkASvcGnubl5w4YNQUFBso2H19raCtehuySC63tbkORpa2sLNFdVVVlaWqLiBaf7wcm8pQjofeblQj9uDiEpAuhlBejWw3sk2stK0EYGe3t7bW3t7du36+jorF27Fi5ScXGxFA6Nej0LygATCq3Q0NCXE9CUWVlZmZubyzayB/hrZ2eXG+fO8dIOV0c7OztT5YexsfHlvvSH4/nPpouXYgYkgCaA5qXoAGt56EbW2Niorq4OLCYnJ1dWVpaVleXn5wcHB+vp6b3//vtmZmbe3t4cswiK/duUkZEROxoYDIasavryAOih+biAuP/19fWyfTc8PDzqsoP/2332ouYpT0tLSwyxX9LgIIAmgOYlO6aWbGuy8NGsra0BgsWGtIGSqMwCl/CV6IxHF9qUlZWp1kzKGhoaFBQUJDfVt/wDGoaHYmBgQH/KRwmVnSYmJuxtHdWHAg4cOIAC+6OPPspP8CCAJoBenoB+NH4Yzqk0cxoyfGzsXLdrBweHsLAwMBdojouLo4MAFCT28yah04MHnZ2dzYGnNWvWSL9Th/wAGubu7u7l5SVbJxoFJ8pmOBN7/a0OJ3qaG2zFO7Nu3Tq8PHiHebzhM+3JFobb4GVf6El9yQHt7zD+9l/vffLeLe1NFz87UZERORTjO0q3J270QJTXcfFeONcToHNW1MlQW94eqewublu2gB6o3Mt3CNmjaxduj/bw1o0bN/jmscLCQrioTk5OgYGBe/fuTU5ODg0NTU1NFQh/2FhfX19CPZRRo1842XN4eDjr4+HLCWgYUFheXi7zdjA8/SNHjqSlpbW3twPNvr6+GftceLze1wYPYbOWlpbi4mJdXd17x3NeWkB3FbWteH/2+czccmLQiK3BNJapf2UFaK4nQOesqJOhtjx2pImpfXbZAhqeBd9PcMjwfF8LAIVHCh0dHWAcasqijPBmGUoUHpPDirEZmuW2w9mXnNu+JABdUlIiD1MDswzu88aNG/2cjXh3fG7JD0V1jeUfhHmZv7SAPlnf+JffP2jLb396uhS6c6wSmIMHejiuX+WTG3Cr3/n73SCnk6tXXF/10c1H4+W7d53csvrKG6/dg3pLWikmfj5Zpqd+4cN3bit9fIO9t/ViiaSGDR/YfRQbjNU3Gm0/h822b7iEzT5+91b74XbqBO4dr8SBPnj79iaVq6yz4jj6g7GKzapXFP51c83K62fa66iTobZkaJz/8+8f1KR34cSGK5txrHD3EzjuMgG0lZEm3wZoUQDd2dlpbm4OL+bAgQPiaigALLZv3y6hnK+qqrowWB3OHPVruGBSi2Mnb4CG6ejoHDp0SB7oXFdX9+GHH3rYMp5MFfB+vRN22+FtofbCs3O11nuZmzhAZ1Dsrdfv6Wy+cLq1ngVo/a3n8WuAwzjcaizY6M+Ad0Dkzs0Xn02Xgnr/fOMuxcT4gGPBzifngkPUNMEfZwc010QWAhqEhdvbX9aiu+UCdQKBjuNAKuUX1x7qYgGa/egTjQ1lB3qpBhAUAOyAZnnQ1Wnd7pZTWED5AegvB0Cfat3v7u7ONz8IBGgQOS8vLzs729nZmZraIyEhQewfIQWdOZC+6evrHz58mOtPuBDgu7a29uUEdEtLC4oo9o+oMjHUxvD06fjCV/rTGQwG693D+Qe5mry0gAYiz3XWUssl+3tBMRagw9zm+JgQOEI5noBseXIPEMnyQ3/360cUE630ZuA7A52Qpd4ZdkBzTYQF6OO1XwE6xGUM/+JM4EpTJ7BD7RLl+bKaLyhAsx/9Yk8NdjfXOQMv28d2giugvzhV9v5bd0aqm+BTL5MmjrIU39TUVHEBOjo6GkQ2MjJycnICnVG1bG1tlVAuDQoKklD0tcjISB5zqRQXFysoKHh7e7+EgIb5+vpK4dp5WE1NjYGBAcqJkZoY3u/2tcFDqB2yR+PCvtEB1i8toOFgwnGGTzr35am8BSzjC2i42/B24SzD6WZ50HB4sc14Q0NS8AhfQGftHaQ8buxIAZrajB3Q3jYT+3zmvgpm7xuEm8wCNPvRvawn8SvVeo7tOQBtqvVVGzRIveqjm005ncsE0Emh9nS+/NABdEFBAbgsOSJzWFtb26pVqySRcnt7O+9uLT09Pf7+/mvXrpVo72D5BDQMZbD0vxYODAxkZGTguWzYsCEtLW0u8mJV9GJv9cPx/MQQe1NTU9ZkC5RlZmYeTvR8aQENNAOaH79767237qz8YBZc4wto9TVzTcNvvHavq6iNYuLjiXJQXvmTGxprL0+31fEF9O2RSuX5tunVK64vBmhss0Hp2or3Z0HkhyfLWYBmPzr84jUrr29UvuppNfn6n+7H+h1jAfrGUPXbf713JL0byTZmd8Ldpgqh5QDoYDdTOkilA2jpZ1ofHx8JOdFKSkp822SKiorgSktuBKbcArqsrAw+rNTa4isrK4FjRUVF1MxYU2W2tLQ4Wexc+D5fH8zIjXdnMBjUGBYOCw4OPiaXkTrksx80EAnCyuqeCHf0gvh++NfLpxeHhx2DTpMiHUALF9lZxLZI5Fuxt24j82/bto3O7F+dnZ02NjYSmgFLbgE9NB+oxNjYWLzzmcHbDQ0NRbJwk83nDURGSblly5bIyMiFn5dRPM99AEz2yU/wwIK7LcOOqWVvb5+amrrYK4GUefeYJoBmV3zAsYasTlndEyGOnr1vEPWD2eGq5QPoQBdjcXnQgs4YffTo0dnZ2avc7ObNmzQngYUH7ejoKCIa4G1ZWVlpaGgoKysDEBYWFpaWlvS7lMXGxoIjdJrylw2gqe+lenp6IpbK1KglT09PJAUQ42lSb1FzczPfL7GgcG5ubnJycnZ2dkVFRXd3N9/DgeBkJCEZSbiUtH+PA504RHQAfezYMYEBPdDMNanrXTWjo6N0EkEuRXW7tLRUFGeQyWSmpaUdOXKE5abBiVZVVfXz86PZY6GxsRGuNBDDqoMve0APzY+xRA1GuDhWcAuCgoKwu46ODiArhbOd68xupk0ATQC9lNRXHhUWFiYWQE9PT0sf0LDDhw/v2LFDuEwL50tfX38xCvv6+urq6qanp9NMraioyNDQELuIZZSj/AN6aH6yBVQ76N8iULKkpMTe3h7l3+7du6U8gB5P5/5YnnwCmsSDJoDmoscTh+nMFUsH0OfPn5cJoIfmey63tbUJml07OzvhwcH55d1XZOfOnUZGRnCxaTZ2g1YMBgMsELG79JIANKyrq4vvbA9NTU2xsbHW1tarVq3S1NSU1czoubm5gS4mT6eL5C0bTjY1iHFGFQgJEhwvk5GEezzN+MYavXbt2iWehix38uRJWQEalQAePZcXMysrq7i4OJotGGC0np4eKEPneyAcQwDd2NhYXV1d6GilSwXQQ/PhmBcr3pycnABlNTU1FxcXMbb/CG0HDhywMdl+poPLLC2zR7OSwxzlsx8e0csL6KmWJNEDeMKHFZREYgR0YmKijo6OkpISXDnUuJ2dnenEmEctu6enRyBXEawRKCA1qvM2NjY4kK+vr6DV+atXr54rTBROd8akFxoU95BrJCmU+goKCqw4GPJjcOeZTGZOnDsruv/ptv3wrM3MzLKzs+3l9UMi0UsdD1rE8bsFBQVwSGUFaFBAS0uLmucUaMa/DAZDW1ub98dDAF3QQmhhoDs6BkcyNDRUb95YcSH42sTEhEwmjRXUQkJCFj56lEYGBgbSmQdHuA+GKGitjbdnx7o5W+o4OjqyYniB3U+mCgnLCKDlSBVpfjQr+zxs/fr1AkWqEyOgkakW9vfKz8+HT4SfuO6CPDk3Go22wUMPCAgQEQo5OTlwqFEwWFhYyEN9XyyGWsXCDtHAn2xndKRZJcrMzOQ4+eDg4NG6OMIyAmg50pOpAjqfCvl+HBOoSzIAfWu4fSZn70Ld7GukD2hkMxUVlcV+dXJyWhhpHv4sauX0R7hs375djJMTorKSkpICfikrK9vZ2cl8NilR7ODBg5qamhylI26sNMP+ideA7IIk0gxNAC1nig+2LSgoEPHlVlVVpT871PDw8MWLF7l+csR64Jv+Zx8erSv9/f2Ghobsde1du3bBs6bfpGNkZASvSkIeXFJSkoKCQmFhIe8t8/LyBGoul5qBzq6urhs2bDA2No6Pj6eGmaD4kf78BuIy1Gxig2xY+eJyX3pbwZ7G3N1lKb4lyT5QVXpAe2EYvOyznQcfTxwm1COAloau9KdbW1uL+HLv27dP+hMjWVpa8u6FUl1dvXr1agqI6urqOEP63+vc3d3hg0v0/OFBr1y50tfXdzGX08PDA/UbRUXFoKAgeWsiYDAY1HJzczPqT6jK2Nra6ujoyGQWR9Gto6PD39+fBehbI1kogfBWJyYmJicnZ2VlpaamYiE6OhplNp6LiYmJm41eRZrf7WPZBH8E0JKVq7We6LHowBFpjj6oqKhQU1Pjuxmc6LS0NPiq9IdUDM3PdAVfWwqXAy6Ehobi9HCeHM0FkZGRTCYT59Dd3Q2Io46Sm5srJzhzdnaOiYnhWInawN69e5ccmhsbG1EYO5rv7CwOZ03R8my6OMSDiUfAY8f29nbg28LCwtNef1QuIzERLRNAo+JGZ1Qh349pQvf8FcLg79Dp95aZmfnhhx82NDTQTzkhIQG4lGbDAiiM8gM4XrduHbyztra2lJQUfX199igTtbW1KDO0tbWpLiuyNRTGdCJgyLmVl5fD6/ey1x9riOc2aV5xcpgj2M33iwUQj6dmz9T6fLKAoJAAWvyCv8A+/YRwlp2dbWdnJ7XcRTPuJTIYMo9AHzxBRjqdqSVhzc3NqFabmpricXCt02RkZODCgWm+I4wkZ4GBgQJ1g5E3w2tDlcHh3hYXe/nM9n0kI9Dc3JyjNEKBiuoCbgISQamJ+g0eB960890pBIUE0BJRcrij6P7vihUr4APyHkItFkNZwqP/BnuvCYG6PFMTO0lt5gGhLTc319jYGFUWaRYkoFJxcTFqLQoKCqjdLy0o44Wpq6tDdcrNzc3GZHtZiu/D8XyaWWO4OhrlJattHVUrQDkxxP54XRw8m8cTh+GAh3qaOZhpEw+aAFpSuj6UYWlpKUoeiI+PhwddUlKC+i+8aYnmN3g0a9asodPNQ6Dvn3Cf6czTKCeWkpKCWy3Q+EZBbefOncrzhvLAxMTEyckpKCiIb8+TxWx8fPzGjRtXJWOXLl3iaHY4dOhQSEiIjY0N/Fwni51hXuaF+70mm5OEyB1wjS0Mt6H6UltbixrMQOVegjwCaKlPZODOLCsrEy7vxcbG6unpUXGLkDfwEjs6OkqutbS/v5/OrFc+Pj6gGP1k4RzRDwbN10bEasPDw1y/U6EEcnBwkMRNLigoEL17D7tNTU1dqs4SV2jNhSEVUR57eXmhILFjagW7mQLHR4/E3B3NEUvugMd9IMwhxIM51ZJEeEcALQNd7ksTbgwYNR0Ge3W7r68Pnh2TyYTzhTR597MG1rEBSBoVFeXn5+fs7IwdUX/fsmWLiorK6tWrjYyMqIk2qAQpg/OI7XmfGDx6QQPLwTEXIjweV/vs9PHZwRbxaKiVw0Nkr7yjxk1nFhiZf/WVKKBb6v5/e+8Z3Ua25ff62wvrrffBz/bMs/3GHtvj8cx4fGfmztzQ3cxNJVJiS6QoEgABBhAAAWaCOZNiAHPOOYM555yTAhWolkS1Qiu0Okp9O6f7tlT34qKRWCgUIvde/8VFAIWqQlWd39nnnH32GRhpSLmzUPn93R7kEcoCAQ3KjPUnnzKCsIKCAvBZ1M3+AJ+0vr4evGlbW1vweY8fP3727FkA7oULFwCF8Cb8DwQXi8XEMoOwt+rq6ra2tsHBwdnZWYC1uvDq7e1tZ2fniooKDecGJ6ZtqBwcUfe574SRydRK1j1szFYH6N3XKfChuqKrXpEZ3C96FxXTK6B//9k+Yghl4YB+vtsEUCNf5EZGRhgMBvmhqtXV1dHR0c7OzoGBgUMXympvbz99+rTmYStwpcfHx9VtIBKJtO0Nn5mZ0eoKmAKgwaBKc3Bw6OrqopGnh+Z6RkCjENCGVo0kjORCRAQf9bSkN+AbvMJDFyhJS0vTsLz3xMQEYEtbJxq8+8rKSvMCNFhvby9USNAuObTnh4wNDQ0FBwcjoFEIaJNLnyT0cSOTx0csFmdlZelpGLCwsBD2Tyam1dbWVsMCpsXFxefOndPq0Ovr69C6132pcgMDmrDZ2dm4uDg4fx1zPAHlac9DgoBGIaBp0LPtRhaLpXkqHXi4VlZW+stbBnQgGUDW2dnJZrM19JaCX6nt4qQdHR2a92mygJaFIfL5fK1m6CjY2bNnmUwmvZPdEdAoBDQ92hrKDwwM1Dz+VlZWpr8IXK0i5KAxrsHdm5+fBy9bW9Z4enoC+s0U0EQkIo/HU86YQdJ9DgkJga/TNV6KgEYhoOnvjFZXvAF5tLtXyv0nWsV4HTt2TEP8SVpaWmpqqlYn4O7urmMWVuMCmoiStra2PnQwVvnmvvXWW8vLyxsbG/Tm3EBAoxDQdCboCBd4qoyRAO+yqalpV58GTrFW6SYmJycZDIa6aL+pqSkyqe/kO3B0T05idEDvvs4VBa0HrdLgubm5yUJfEhMTdVxNBgGNQkDrsTNaOeYMYKc7vA41Pp+vbcKHmJgYDREdXl5e5HvM4VeXlpaa4yChyqqLWMPFz8+voqJCc75muETQNpJ/Byo2aH/QcrsR0CgENP1JlOrr6xWi0FpaWjQXxRs3bry8ffXTvXUFfXZz+86dOyQRqW35B4jY2NiowzrJ9KTE1Bt/f3/dkWQigCYM2hbQ6AGPWCAQcDgccKudnJyUu7AkEolyX1BoaCh8RfeJ+whoFAKaZn3zrlS+62BgYMDb2/vQori/v/90Wqpcih50l9+/f//Qr1dWVpLJhaRswBd1Mw97e3vd3d0P3QM4zmw2W9t+W9MHtMpun+joaLjO8quCOTs7q+zUgkoaHgMdV0tBQKMQ0PRrvjNT1hF58uTJ/v5+/QF6fX0djuXi4kJ5BNLBwUFlvlNgLhnoq1yp2iIBTdjw8DCTySSW1Nrc3NQwe7CjowMYrUt4OAIahYDWi2KCWCMjI+BdklymjwKgAYtCodDOzk7HlQBzc3NVppMfHR09e/bsoeFlCQkJdLHPLABNcJkImgQEa54cBL62lZUVXEkENAoBbUo5OnaaLly4AIWTZEckBUBHRETk5OTQghuFYS7CGhsbD83VFxUVRWNwt7kAmqgd4eaSWfl3aGiI8hAxAhqFgNaXchL45COutAX02trar371K/CdaUkh7eLiohyiV1xcfKh3HBsbS+PUDDMC9O7rxQ3gFjQ3Nx+6ZUBAAKAcAY1CQJtWWHSkkEEyGSkFD3ppaQkY6ufn5+DgIBQKW1tbKXdDw9cVIk92XyetPtRDr6iocHd35/F4HA4H/ERwJ8fGxo4IoIODg0lm/oP7Au42hZ56BDQKAa1HfX69XcBxJbNkny5RHCsrK5WVlWKxWHOuUQ0GYFV2hMF9rqmp0Wo/paWlTk5OfD6f2siYGQEaakcyazzKLDs7m8LaYAhoFAJav7q7WEkmC/7169d1jIMuLy+nvPoUNMAvXrwo/86DBw+AQdeuXaOw2N3Nmzc7OztXV1efPHmi1RfNCNDQvEhKStLqK46OjtqOFiKgUQhovWuqNf3QoSTdHToKSSRkFh4eXlxcLP/O06dPe9seGVhmBGhvb29tO5Sg0uJyuQhoFALa5JSfFKDVYqxaGZBCKBRSG4YiDFrrCj2kCGja523uap+SxWIA/eNB75f7nUg9BLSJ6rs73UIfNx3nlam0iYkJ8MuCgoIo72FoaEggECi8iYDWbHw+n8Kg39zcHJvNNjtAA15/OKCysOzz3ab6vIgwvgf8ah6PB7WayNdtrjMD8YeANjm9t1zt4+NDY8bRmZkZsVjs6Oio7SqCCubn56ccwoGA1myhoaFkJogqm5ubG/ms2cYF9E/3enur4gGvZ8+e7atOIN78cLcJ2ltMJpPD4QBw4eEJ5XkEc91HGlIUvr43UQxcbm9v39rakv2ijY2NyMjIsaZUJCAC2uTUXRmXnZ2tOx2mp6fhKYdyMjo6+oCcXb58WcNcbfkihIAmGfeiXKuRbK+Q74k2IqBfXmsTCxl5eXnwbDQ0NMgADdRWHove2dkBZCt0YuQnB6iMuVxbW4sSMZGACGiTEzzc4GvokrliaWkpIiICvGZikdZP99YfdJcfqo+2Zq9fv66OFyoXgkFAazaJREJ5DUNnZ2eSmbuNBehH63UCjqsshH9+fp7BYDzZbCA+VZn8q6CgYKErS34nEQGeKtPVdnd310jCkIAIaFPUSq9EQwpmzTY1NQV+ivwS1CSJ9sHSkDpAJyYmqhxdNAqgX9y69Gy+nxZ9sDCoV0CDU6nccU/SmpubSY4ZGAXQB0tV8Jgp5M+CRpu/v7/va1NZMwF26/Mi5PcTxvdQubhMWlra5bEiJCAC2kSnF4JvotylcKi1tbVZW1srdF/qDmh3d3eVcx2NAuiJwadz4x9orYkPPvzww30lu3r1qv4ADY33d955h/LXjx07NjExYYKA/v5uj9DHjczUKgUjltSpyg75cLeJ2NV4c6rKfOI+Pj7f3elGAiKgTVTSitiqqiryj/7Ozg443cePH19cXKQ29U4DoO3s7FTWFkYBNDX1tT968uTJrmENLhpcOspfb2pqAi+Vy+UmJydXV1erS6hieEDXSMK0ejgVrKOjg8/nR4mYM+0XX+y1gdOt3EcXKWQg/hDQpquv9rs0JBFWHg/08/NT15rWFtBfPLyjPFlRR724uXMEAQ1ma2ur4x6gxi0rKwsKCgKHms1mK0d3AKCfr4w9GqrXh37/4o5yCkZlpFKw5eXlgoICLy8v5d68/Pz86baLiD8EtEmrMivk0Cyd29vbEokEKKAhX5q2gKZxFE4m2OcRBPTAwICzszONOwQn+tSpU3FxcfINmitXrtyhw1ZXV1tr8n7/bOVnejyr8Fj2VMXrbzoVYUDtb29LEX8IaFPviY4N9lI5qWx2djYlJcXHxweawMHBwZrjphHQ+gM01Ivg1UJbR3nhc6hcoeIERtN+0LCwMDjo1NSUPvZ8daJY82MpFjJUDuvRZcPDw5J4PrIPAW0GAj8ijO8hlUplHc0tLS08Hg9au9nZ2YBpMtF4CGh9ALqjowMo6eHhAaAUi8XyoevEgt/wEY0TjhSsvb3d2tq6q6uL9mwtAo6rhtG5J5sNh67PQDyowNnCwkK4Mvn5+fJP6fr6Olw6DbVLZGTkrdlyZB8C2jz05X6nyNett7c3JyeHwWCwWCyS4bEIaD0BGupLX19fV1dXWYjF5uYmkYWKWDHWwcGhoaFB3/0nc3Nz4KHLL01Li1VVVdXlhqt8FG/PVwRx3dXl8obaaHBwUCKR+Pv729jYnDt3LikpCSqSqKgoe3t7kUgEVwaaGnBx4DFWF0G4sLAQEeCJpR4BbU76bK/11DG7CxcuqAzpR0AbDNDj4+MCgUDlyjLgKgKyoWWjkPBPrwb1gZWVFfiq9O4WCHt5rOj7uz1Efpgb06Wl6YEB3q4xMTHqemza2treeuut8+fPp6WlqYw26evrg0pL1qSAqkW5UwgMDnFoHwsKAW1y+uGgJ5TnQW3lKgS07oCGtj94go6Oji0tLer8RzIxy7QbVBXgvNPbH728vBwXF+fn50dk0khMTNS84k9RURHUTFrNfeXz+fIjjXD14CUcqyhVhIUdAW2WWujKys/PR0AbDNBAjc7OTmKVE/D4dMnUqlcjP+dQH5acnOzu7q65tx3OsLCwsLu7WwZx+D84OFg23C3guLaXRr+81obFHAFtrnq0XgdOHALaMIAGprBYLAaDkZWVJd82N00D115h1rVhrL6+3sXFRXPLIzAwsDhNBO5FfV54fAgbGoLgKUOd98Ybb4AfHRvstTWU/9O9XizgCGizn7pCZgBd2e7fv09yNakrV64goEdHR/39/cErpGUpdMNYaWlpQECAgWuRyclJa2vrlZUVdRvU1NQEeLvemC5Vjh99uFY7XJ/8yZUWLNcIaMsJi6a2QoeePG7LA/Tm5mZiYiJ4o+RzMZuORUREiEQiCvlbqBkciM1md3R0qNtgYWHh3GlHnG+CgD5Cgha3PtZbQUDv/jHxhbZrvJqUxcfHc7lcaqE+2lpUVNShS2jm5eW1l0RjsUVAHxVBw9DT07O+vl6vjdmjAOi1tbWWlpbq6urCwkIidNfd3X1ubm7XzC0mJiYlJcXoXc+y6SpQYVwZx6yhCOgjo5fX2poLI8HXgyZtRUWFPoaGLBjQU1NT4Nb5+fnZ29v7+vqGh4eDG5iZmdnd3X3oZblx48a+MUxdikF1kScsFgvIqD86LywsWFlZaeh6VhgkDA0NTRX7Pt9pwsKLgD5Cen+jbqwpNTGMExgYCMUAAX0ooFdXVx0dHePj46mN/r24denJRIfh9WJfu/OENpZe+9CFQmF5ebm2wdrgSpekB+Ki3QjoI6ebM2UB3q7U1r47UoBubGzUpWtIH5eF5KXT6jzb29vBadUTnRsaGtzd3Sl3jEDLb6VXgmUWAX3kcioVp4nCwsLASURAqwP0e++9Z2qXRR+ABrO2ttbHUCE01Mh3bqiLk4EGn2xtWRQC+ghpZ7gAPBQdMzPk5eVZKqAfPnx4RADN4XA05AenbEFBQaWlpTruZGdnRyAQ3F+pwQKLgD5y+uRKS4C3q7p8Y2TMxsbGUgFdW1urMrm25QG6tbWV2qRTDdbR0XH27FladjUyMpIW6YulFQF9FPV8t4nyfBYo2OHh4ZYKaDBooVMeUDUjQG9ubtI7pwncXmicTU9P07XD4ODgraF8LK0I6COnu4uVLBaLWrFhMBhdXV0WHGaXkZGRnJxs8YAmejloBHRubi69+Zg2NjbYbPa7cxVYYBHQRy78DrxgasXG1tYWfCXLnqgCXDgKgHZyctKlp0ve5ufnbWxsaB91hKYMOARPtxqwzCKgj5aEPm7Uygzhdlk2oE+cOKFV5mIzBXRVVVVkZCQtJFXI3Uyjzc7O8jnnPr3aimUWAX2ElJsoGB0d1ba0zM3NEdnyLBvQbm5u1AJdzAvQxHjv6uoq1EZhYWFcLtfntQUEBBArKDY1NZGZcFhUVERvb4nysEe1JBTLLAL6CGmtLyctLU3bolJZWZmYmGjxgAZIacjBZkmAjoiIyM/P9/X1lV+Fa35+vrOzMyMjw9vbm8lkKoe1ANPhzZiYGOCyra2ti4uLXhO/LCwspIoxogMBfZT0/d2enAQ+lE+t5q1ERUURUa6WDejQ0NDq6uqjAGi4+w4ODseOHcvNzVXXuezp6enl5VVYWDgyMiKRSIDa8BU/P7+6ujrDZJfe2toK5rpjmUVAHzldGS8CF6m9vZ1kUYGNpVKpxQM6OTmZ2uJVZgdowtbW1uDOahgwBI6LxeIzZ87AlaFlJqpW0XtCoXC+MxNLKwL6KOqLmx3ZcbwgrntEgCf8ZbFYZWVl6nK6g+tElE/LBjQ03rXN9WPWgAbr7e11dnbeNTGDOsPX13eqNR3LKQIa9Upf3+rqrYrnc85lZmYq+EoTExM8Ho/4/4sHtz/emadXL25dNhFACwQCavMJzRfQxMQQPUViUHOcMzIyIoWMJ5sYY4eARv1cPx70QqMSHOrY2FhZOumioiJihFAre/r0qXGxSwHQ0N7v6+s7aoCuqqqiPH2JXgPPgM/ng6OAJREBjdKkvYnihFAOlJaGhoa1tTVra2v4a/GAdnFxmZqaOlKAnp6ehptrIuvFcDicvckSLH0IaBQpfXSpuaM0BhzqEydOiMVirRbjMEdAOzo6UhsKM1NAz87OQqOhq6vLFOgMJ4NBdQhoFBU93qiPD2FDQzglJYXkPBdzBLSdnd1RmOotM2geBQQEmEjvc0lJySSOCiKgUbpof7YsN1EAbheQemJiwsIAbW9vf6QA3dbWRm9mO11MKBR+cqUFixgCGqWrfjjoWevLCeV51NTUWBKgfXx8jhSgpVKpl5eXqQDaxw1LFgIaRSemY4JY6pbnMDtA65Io2UwBPTg4eOHCBRMBNFz8L252YLFCQKNo07e3peEC1QtFmx2gR0ZGKOc1NlNAT0xMuLi4mE4f9ERLmnLcZ0VmcHKEd1d57O15FRmiv9zvfLxRf2+5+uZM2cO1WiySCGiU4gyXIK47MRHcrAGdl5eXnp5+pAA9Pz9/6tQpGiF77969Ty4t0TiJabCntby8HM6zqalJLBbHBXvJJrDsTZZEB7IEAkFYWFhcXFxqampoaKjI1625MPLZdiMWTAQ06g/6ar8rxP+Cgh9tdoDmcDjkk5NYBqC3trYoB66otEePHr3XVkDjD7xz547CFPDAwEAej+fv7w9Qnp2dVTiB7e1tQDmXy20vjcaCiYBG/YzR8rk6zQ7QDg4O6+vrRwrQu68XkaExNR3tgIanSNtzgJ8zODgI1W1CKOene71YNhHQqD/0BgbL9XWYowdNGUzmC+jY2NiqqiqLAXRzczOTySxND5RWxC11Z2OpRECjfsboAG/XyclJswP0gwcPoNV8BAHd0tJCObjQpAA9NjYWEBCQlyTAUBAENEqtnm41eHp6rqysmBegb926FRoaegQBvbm5SXl6jukAuq+vL9Dv/OONeiyACGjUIbo6UQze6JMnT8wI0FevXo2Ojj6CgCYCkOlKxm8UQG9sbDAYjJfX2rHoIaBRpDTWlDo3N4ddHGYB6PT09Ly8PPMFdGZmJqb2R0CjtNPW0rh5DRLa2toe2hsQGxvL4bzKwhoZGdnT02MZgG5qapItyGCOgMbFvxHQKK3106f75gVoR0dHDTmvh4eHWSwWERjw9a2uh2u1If4XZKv5mTWgZ2ZmnJyczLoPmsvlQqMNCx0CGkVan+0Pdz82C430PAZAnz59enp6WmX5r6urCxd4KuRaA69NFlNo4oBeXl4GNzkrK6u8vHxwcFAh8Hl1dfXYsWNmDWj4RRkZGREBns93mrDoIaBRJPRs5fefXJ8clr733nuPVdnDhw+rq6sfm4bt7++fOXNG5XIq0IKOFDK/v9vzs/bBvV4Bx1W2goEJAnp2drayslIsFrPZbGgc8Hi8zMxMeOnm5mZrawsv8/LyRkZGYMuFhYWTJ09aQBw00cpBVxoBjSKr/poEwITK4lRTUyMUCndNxgDQRAS3zFZWVoqKioK57t+8K1X4Xev9uWlpaSbVBz0zM1NYWBgZGenr6wsIdnJyCgkJUTd5HTZOTEx0cXEBogGs6boRRp+oQrjS0NzBNWcR0ChSU1cYDIbKycQAhaGhIZMCNHjQcKoDAwNVVVWvRgKFzPHmVGU6g4K47ktLSyYCaHCWgcsODg4JCQlA5M3NTa3ioN3d3S1pqjfY+Pi4j48POAdYABHQqMOd6IKCAmUuHBo1YRjLzc29ePEiFGlwJwHKQN7S9MC+6gQNq3vcnCmLiooykTA7OBNAc2lpKeUr4OzsrK6VY6aABtvZ2REIBJiAFAGNOkQ/HvQG+p1X6D1oaWnx9vY2Op1XV1fD+B7r/bk5CXyG26klKansDS/22qDwmwigi4uLdZ9M6OTkJJFILAnQYFBpzXVmYgFEQKMO0ZPNBjabvbW1JSs8ERERra2tRgf07OxsRgyXwi8CR1u+3+bTq2v32vINLzguXZcCblB0dLSOme1MCtC1tbVD9UlY+hDQqMM1034xMTFRVnhYLBa9qB0ZGSkvL6fQEA7wdqWQlLIiM1h+osrBwcEDw9q9e/fy8/Pv3r1L4zUMDg7mcDgZGRlQdy4vL5s1oKGm4fP5e5MlWPQQ0ChSSov0bWxshMIzOTl5+vRpkiUNSAG8yMzMBIdI5fAXFMXs7GxfX18mk0mhJCclJV2dKNb2tzxarxNwXOvr643l+7e3t+uSH1WdTUxMEBfTwcHB398f6jytfGrTATS0BkYbU7DQIaBRZPXNu9KEUE5ubi64fgkJCRpy33R1daWlpQEggrnuiWGc1uKoraH87so4eBkSEtLZ2SmjxtjYmI+PT09VPHjBIf4XKLTQYQ9Zsf4Ufs63t7tL0wOFQiE1Z1NHi4iI0Hf1MDU15e7uXlJSYnaAXllZiRQysMQhoFFazv++19tYILa2th4YGJAVp/X1daBkS0tLSkoK0DaM71GXG355rEhlfNvjjfoaSRiwGGANW6aKfcCZJT5is9nUSASu6Hd3uqn9otmODPDuDUzn+fl5GnOEam6+eHl5mR2gwfEfaUD3GQGNoqSanDDwiwGvUSJmENc9NtgrPzmgozTm+lTpDwc91Pb52V4r5dkWEolkuYfi6hv3V2ri4uIMDOiYmBi68s8daq6urt3d3eYF6LCwMFw3FgGNMiG1l0ZXV1crl9W+vleetbzDrmzgvEsr4qgd98VeW2BgoCHpvLS0ZBj3mTCpVEr+B5oIoKFJhCUCAY0yFX1/t0d5vuLm5mZSUhK46g/XakW+bl1dXerKM+C7PCOIcqcNjUtGkbHExMSMjAxDHtHBwWF+ft6MAO3r63tjuhTLBQIaZSpd2wHef0pdBDY4OMhkMmfaL8pmnIfxPYgYEpVduulRftQO/d2dbi6Xa0j32cbGxsA9KqmpqSSrBNMZJPTy8ro1W67VrdQwdxSFgEbp2sUBNjQ0VFtbKxaLI4UMhfIGJM2I4QLHg7ju0YGscIEngDU7O3tkZATIDi+pHXe8ORV2YgBKQvsAKhjgTm5uroEB3dnZGRERYV5hdlCTQQ19Z6GSzE2ENpbQx83Z2fn9jTosSgholF6c6J3hgvykgMG6pPsrNWS+8vWtrvX+3ILkgEC/8/5eZykcdHs4HyivVXIiCra4uJienm5tbf0qAVB/v+FD+pqammJjY0kC+tlc75OJDrr07NkzXa4b1GfVktCnW5oy220N5cNms7OzNTU1vVXxWJQQ0CiTk7Zhdl/ud1ZkBgsEgo2NDb2mCgkJCUlOTgZ8vP/++3Qlv37w4IFWp1FdXa0hbl3e9vb27tBq169f1+UCQtuoo6NDJBKF8jzaS6KVa25pRSx8StzE5eXl2GAvLAsIaJQZy9XV1c/PDxxndT3adBk45t7e3gUFBdDMpzfFkrb9BkVFReDC75qzra+vNzc3R0ZGgrOcEcOd78x8sdeWHcdLTU2VH7rgcDgU5v2jENAok9Dz3aawsDADAIXIlkmsCWBcQG9vb8NpGL7jW68zJKHa8/f3r6mpUZ4gfm+5Gp9zBDTKLLXSKzEAqoCJQUFBspTTRgT06uqqlZXVr3/966qqqt0jYA0NDT3YDY2ARpmpGvIjZAvF6s93FovFAGjZO0YENI/HAzS/8cYbsvXLLdsWFxcTQnGSCwIaZZ5KDOPoOzVSXFycwswXIwLa2tp6a2urubmZxWJ5e3uTnK5ivraxscFjn/363S581BHQKPNTMNddr4BITExUXmjGWIAuLi6WpRkBv76urs7KyopYCNxSDaoiaC7w2Oc+utSMTzsCGmVmqssNB/e2o6NDHzEb4eHhfn5+yh8ZC9BOTk4KPRvDw8O2trb6jvs2loWGhsLNnZ2dHR0dFfm6/XiA4RwIaJS56dOrrcVpIl9f387OTrrQAOBjMpnqYo2NAuj5+Xn4jcrvV1ZWUlsYwZRtYWHh9OnT0FyQhdxJJJLx5lR82hHQKHPFdFGqiMfjKSyGS63fE5CnoevAKIAWCoUqlxCbmZkhvxqO6dv29nZERASDwVCobqGVADfl29vd+KgjoFHmqkfrdZFCZkpKii6t/sjISNiDhg0MD2giuk7lj4KK5Pz582YN5bq6Oj8/P2dnZ3t7ew6Hk5WVpfKXVldXNxdG4kOOgEaZt2Y7MsAFg7Y/hQW32trazpw5o3kbwwPa19dX3Qq8Kysrb775ZlBQUENDgzLXuru7xWJxQUHB7OysqXEZzjYuLs7GxiY6Orq5uXl6elrz/drZ2QF8v9hrwyccAY0yb33zrrSzLAYaxWVlZfJThw81Npt9aOyagQEN58NisTT8CtigtrY2KioKOG7/2uzs7OCvtbV1cHBwaWlpenq6QCAAFPL5fHDGTWGeN9QocHrZ2dnkz6e1tdXT03NP+wWFUQholCnq29tSaUUsYHpwcJCk++zh4XHoZgYGdFJSEi2zJcE/ra6utrKyAjhubW0Zy2uGo8M5FBYWku+G6unpedWGyAj6/Ho7PtUIaJSlTQfPz88nAwI/Pz8yYcUGBvTp06cnJiZoRCTgHrxXcLoNPPoXHh4OaC4oKCCJ5oaGBrFYDG2anAQ+Ju9HQKMsU5dGC8msP9LX1+fi4kIGHAYGtFbLeJO0+fl5LperMspbR5NKpXFxceDwZmVlTU5OTrw2qBJsbGwkEgn5ZLApKSllF4OebjVQXrYYhYBGmYFuzpRpjsogjM/na1gm0ViArqqqio6O1pNXm5mZCXUSLfNcmpubHR0dwdsNCwsrLCxsaWmBSlEgEAiFQngnKSlpaWlJqx3Cd7/axxneCGiUpWupO/tQQA8PDzs5OZFkhyEBferUKb1O5i4rKzt27NjKyoouO/H29vb395+ZmaHxxADrz7Yb8elFQKMsWfeWqlks1qGhAiKRqLW11dQAnZWVBX69AfJd2NvbT01NUfs6eM2pqam0nxU0HYbrk/EBRkCjLFafXGlhMBiHhs2Nj48fP36cPDsMAOjt7W0OhxMYGLi+vm6AEby+vj4rK6uGhgZtvwhnKBaL9XFKi4uLiWGYaBQBjbJQ/XjQGy7wJBNgB5Spr683HUCPjo46ODhIJBJDRlkAEH18fLTq746JiQkKCtIqzFxb3/zGdCk+yQholAVqpCGFTPiwVCrVNpeFXgGdk5NDPnAbbJ+q3bx5U2FXW1tbAOgzZ86Q6U3OyMjg8XgU5mqSt+np6aioqGCu+6I0C1PZIaBRFqW2kuj29vZDg3NZLJa2q5PoCdCbm5sMBgN8Uq0m+31+9/qTiQ4Kenn7qsoddnR0wGlo7lZubm4G99YwaU6Xl5czMzP5nHPdlXGPN+oPve9f7nfGBXuBcbncQL/zYXwPf6+zz3ebsEQgoFGmFbyRnJx8qPtMZuqgAQA9Pz/v6OhYWFio7cl8cnmZ2kHhi+r2ubGxweFw1AUdTkxMWFlZzc3NGXgKYk1NDTFvBZgLig5kZcRwFTzrZ9uNAd6u8vnBp6amQnkeWBwQ0CiTU2yw19DQkIZin5aWlpOTY3RA37p1y8bGpq2tjQK59AFogmt2dnbKPRhbW1v29vZ9fX2mkG4pLCxM3jW+NlkCvr/CrEsej3d/pQbLAgIaZXL66FIzk8nUkHfCx8eHQggw7YAG3lFeBFZPgCZ6w5WD/FxcXExnQfHIyEhZp8dka7qfn5/C3ayvry+7GIQFAQGNMlGNNqakp6erazWDk0iBC7QDem9vjzKk9AdoItRP1l3Q0NAAdD6018hgtrGxAf4ykcK/vTQ6IiJCIZ4ENvD09Pz6Fk5HRECjTFiRQobKyXi9vb1Qwimg4eDg4DF91tzcfOPGDRMENNHR8cYbbwCmbWxsxGJxT0/PrslYVFTUUnc23N/q7NDExETlDaBiXujKwucfAY0yaX242wSeFDTMFTwsqVSqjzxE2pq9vT34qkNDQwEBAd7e3uCiahW7pldAg1lbW7e2thorPak61z4lJaU841XfxUBtYnx8vLr+K0y0hIBGmYG+eVfaUhTJZDJrampkwWErKytvv/220XEDHAH/1MnJqbu7m+jk1WrWjL4BbWtru2tKNjk5CdXqSEMK3NbNwTyo1VTOlFlcXMTgDQQ0ypz05X5nV3lsoN/5iIiI3t5eAo6dnZ1ZWVngt0KLmHjTiAYnw+FwtJqbp29A83i8yMhI/U0X1NagMZQdx+uujKuRhEGDQ2X+UnCxAdw3Z8rwmUdAo7TWy2vt16dKjTh34N5ydXGaCBxq8MWs3/rtpdHC/dkyKM/hAs/m5mZjoQdce3BXtQ3n0DegCUYnJCSYjgfd3t7e1tYmlUpVdryA7+zv7z9Un4QFDQGN0k5XxosuXLggEonAY3V1dX24VmvcZB1bQ/kPVv90Dt/elkK7WK/pPZXt4sWLUFWcOXPG2tq6qKjIpAYJZebu7k7Lslv6ttra2gBv11uz5VjWENAo7fT93R4oPLJIVS6Xa4IhUM93mthstiFb9DY2Nt3d3TMzM9RmThsG0Nvb26dOnWpsbDRlOvf398cEsb67041lDQGN0lqP1uvCw8NlE9KCuO7qZpf01yRMtKT9dM84+XGG6pMzMzMNhhU7Oztoti8sLJhgmJ28LS0tgadvsnQm0qrg0oUIaBRFAXA5HI6sKdpRGqO8zRc3Ozw9Pevr65OTk9tKoo11nhEBnuPj44Yhy5tvvvn22287Ojr6+/vDZdHWjzYYoMHOnj1r9HFUDT1FUKljKUNAo6grjO9BDLsDqYHFyhtkx/FkKejUudgG0LPtRjhDvebSJCw6OhoqJGKwa2xsjMvlWllZVVZWmiag29ragoODdf/Vn15d/XhnnoJe3Lqkcoerq6sB3q7GanIhoFGWoNW+HB6Pt7Oz09HRUZ4RrByqDG/KzyQGmhvxbHur4inkUTrUFhcXIyIi/Pz8oAKws7NLS0tTCBQDD9rBwYG8o2pIQBPTarRd/tUA55yRkbEoxUmDCGgUVW0M5AGVCBiBnyjrK/z2tnRrKJ8IequurpbvUjQuoMEdE/m6ra2tHToZOi8vj4yvPT8/D86yl5dXaWkpuKKtra0Aa3X7BD+aZK+0gQEdEBBAYWUsvZ7z+vo6us8IaBT1aLZqSWhQUBBBZ2jIJ4Zx7i5WdpXHioUMX1/fzMzMgYEBhcAJcNOSwr2Ne+ZznZnZ2dnKRBgZGQkPDz916pStra1AIADs1tTUaEZSTEwM1EDkg6xra2t9fHzIBJMYGNDx8fElJSUmBeiCgoLx5lQsaAholHYe6J2FyvbSaPBuysvLZcVpZWVFLBbHxcWBI6bBP52YmMhPDjB61QInT3QQg48MIGAwGABl8CLBC5atCwUNAs3Z64m8ndqG7gUHB/N4PHDPGxsbh4eHVU6ZMzygJRKJ7iEu9J4zNEcKjP2oIKBRZpaf6Pz587GxsU1NTYf2Eqi0qqqqlqJIw5/5Dwc9Q/XJ5RnBqWLfuGCviADPc+fOOTg4cDiclJQUqVSqzNlf/epXfn5+aWlpnZ2d8n0dy8vL8CugNgLfmdpFaGlpgd0C3F1dXeEcoG4AtxraHEKhMCoqCj4qLCyknEVPeSlxMgY1E1wHU+uDhguCk1MQ0CiyksTzdVl0o7q6Oozv8e1tqYFP+73lapGvW1FREXisCwsLq6urgEjArma8zs/Pt7a25ubmRkREAD0BozY2Nt7e3uBZEx0ClGOcNRyxvb0dzhMwzWaz1TnXtNvg4CDRja7VqokGAPTS0hKfc+7FXhsWPQQ06vAYNX9/f20LbUdHB7AGoAa+anV2qOHng/3uxqsQ7NnZ2V2zsqSkpJCQEH0fZXFxMSws7Pjx4/39/fn5+dAmoLwEjJ66ZYaGhuCs8pMCxppSv9zvxGKIgEapVmasP7haWpXYnZ0dKF2ASCOednGaCBzhXTM0FotFIYkHeQNvHdoExcXFsnegeQTvUJ75rad+c3iKoNqA8/Tx8anIDMaSiIBG9SmHM8umC2o7T/ezvVZjnfZKr0QoFO6apxGh0+Db6mn/8fHxdXV1Cm+urKw4OzvHxcVRmM5jgIHN3NxcaIdheURAo36mqdb0goICChQApyxV7GOUc4ZGsUAgoJaryERsfHycwWBQWACXjIlEouHhYZUfeXt75+XlmWb+EKhXeqrisUgioFF/UnQgS938i0MtKipqrjPDwCfcVCCG4xpgVre+raioiEIwHxkrKyuDCkxd08fKyso084fApQgJCZlpv4ilEgGN+oMCvF11aaoLhcLRxhR9nNhgXVIY36NaEvrp1VZZmHN+csDFixd3LcV8fX31kbUZKKxh+fPAwEBtp64YLHYbzpzJZBIrf6MQ0EdiWuCl0cInWw0qZ6a0l0aLxWIdWQD+bBDXPTbYKzdRAFT9kI6FV7or4xITEzc2Njo6OhgMBhGP5XTcLjY2dteCDK6eg4PDwMAA7XvWAOjV1VU/Pz/TBDQYVB64ugoC+kiguacqHhzkpKQkJycnFxeXcIFndXboWl/O59fbH2/URwoZEomEriY2wHRqaqqysjI4ODjQ73xJeuDuSOH3d1Us0nywVAXNWEJ7kyVwnvKfvrzWPtWaLj9tuqmpqbkwcqwplf3adi3LxsbGwGekfRFuuIAaPtV2WNiQgIYHCZ4fLL8IaEvWrdlyoc+rGRwE5jIyMrKzs+HRl0ql8I9QKAwNDR0aGtITdOCg4BWmp6dfuHDh7mKl/IkBauHo1dXV4CgVFBSkpKTwOecGahMb8iNSxb5QMgUCQXFx8fLynwp2b2+vt7e3r69vQ0MDj8fbtTgDb7esrKynp0f+V1Nwxufm5vr6+mpqauB2u7qq7bnq6ury8PAwWUDDw+Pp6alQbSOgUZajkYYULpcrPx0OWBwUFGR49IyOjmbEcOWnlih7dktLS4AnoMb8/LzyHiYmJtzd3U+cOAE/B5geFxen+1nduXPn6dOnj3Wzg4MDuq4S4DI8PJzBYDg6OhJzGqH6hMZNW1ubhjmH8Km/vz9sDJfU7rVBOwl2Ai2Y3NxcDes0wnVmsVjr6+smCOjNzU2xWAwVNpZiBLRldmsUpghVxrpCAVZJQH0bQGSyNZ1wiJoKxFrltp+dnX3H6W0QMQsuMzOTliG1+/fvP5CWUSMOoYPmHGA0XZfI1tZWwReGhg54wQBf+EgkEtXW1iqQOi8vDyotzSmfNBi0ooDRk5OTxgV0RUWFH/Mdka9bdCALBO2nYK77ck82FmQEtAXqy/1OeMpLS0tVFgZ4X8fxQJk9f/5c25U1PruxNd1bDazRqss7NfVVvzM40cTL5ORkKNIWBujl5eXjx49r2GBgYIDP59vb20NVV1BQ0NfXB/61l5eXjoGG0GQB+hcWFpLZD+2AhscgKiqqOE2ksivj29vSHw56sEQjoC1HD9dqBRxXzQmPwImmlqRNwZ4+faptQX00VN/f369jkiAi5amFARr4e+HCBZLtiZiYGE9PT7pWyAU0BwQEMJlMiUTS0dGhYeGVT/fWqS159fLOnsodwrF8PM8ojCF/e7v76kRxjSQMvHsOh4OTvxHQFqInm/UMBuPQtEHgdoHfZCxA3717V8fjQqs/KSnJwgBdV1cXGBhoxCHK1dVVaJoAEMGRB58aanFfX19obFHuPyFpUNf6+PgEc93D+B6JYRz4h8gB297eTjj10FC4t1yNgEaZtz650hLg7UqmPxGefpULjpgLoAElb731lu4zvE0K0HBH6PKIabSysjJ7e/uEhAQ9TUZXdqiV+76ampqkFXEIaJR5jwoGcd1JZpKEzWhJMGQsQO++TqkTFhZmSYCOiooy2Zx8Fy9etLKy0ireg0aDFmF6lB8CGmXGaiwQazVtl5aJHkYEdEdHBzTALQnQAoEgKSlJx4T6+rO4uLiMjAyjHBoqhuhAFgIaZa66t1ytbaL948ePT01NmS+ga2pqgoODLQnQ4CdmZmYSXcAxMTGUE1fpyba2tqytrY2SOLCrq6s+LwIBjTJXRQoZ09PTWj30zc3NfD7ffAFdWFiYmJhoYXHQhM3NzRFLn8THx5sUo8HHpyW6UVuDemtrKB8BjTJLXZ0ojoqKovDcnzt3rqWlxUwBnZaWpvtaJKYD6JWVlYKCAqlUKnNRi4sp3lb9GTj1Xl5ehj8uj8f7/Ho7AhpllgrleVBb25SY6avLNAcjAjoyMrKzs9NiAJ2bm+vh4cFgMN566y3ibkL7RjYxx3Ts/Pnzul/2Q215eVl+smsQ1x3joJF0Zqm1vpzk5GTKJYFI12COgAZ+6T5h3XQAzeFwiOHB6upqZ2dnHx+fEydOmOBQYX9/v+b0eDr27Vy8eJHNZscGe8WHsOHhLC8vr6+vTxX7IqARdmYmaPQ1FojBBdYlQBUa1DY2NhpmjpksoGnBhIkAenZ2Vn6Stz6WVqHR3N3ddewZU9dnFSlkbAzkyeZ878+WTbWmNxWI9yaKEdCIPHNSS1EkEKqxsVH3wlxcXEw5HAIBTQugJRIJLRMjDWMzMzO6Bzgqh4gEH/l+DAS0heiDnUZ1C81RMxcXF2pTJIwIaA0LhZgdoL28vCiEP1+7du26bnb16lUj1o4KBm1BTP2MgLYE5SYKuru7aSwb8/PzTCaTAiOMBWjNS+2ZF6DBIT158iSFL768ffXZfL8uev78uekAmsPhIKAR0GavF3tt2q4jR8YyMjJiYmLMBdALCwvUoGaCgC4vL6c2Z51y5k+Z4PZROO7Q0BAteQIUwjZiglhYuhHQljClWx9DNGCAPG0dc2MBemRkRMNKTuYFaPghzs7ORUVF2sY7GgvQcML0NuB2Xye0666Mw9KNgDZ7xQZ70ZLKWdkmJiZYLJZWo44ffvjh89VxrfTp1VXdAd3Z2ent7W0ZgLa1tR0YGEhMTLS2to6KiiI/l9pYgIYT3tjYqK2tra6urqiooCVYG374/ZUaLN0IaLNXMNddfwP0Hh4eHR0d5Le/fPnyFe3t0qVLOp4noCE0NNQyAC3rzwU0SyQSwLRUKjVlQJ89ezY1NdXOzi48PBzACifc3t6u441gs9kKz/nLa+1bQ/mDdUl91QljTalf7ncioFGmrp/u9dLiOaqzrq4uoywpq63l5uZevHjRAgA9NTWl0J+bmZmZk5NjyoDu7e319fV95513ZCPM4FOTX9VQ5Rh1YhhHPnFuRWYwl8vNysqqq6sDV72wsPCI91AjoM1D16dKaVnNWnP4mp66UGi0hIQEcKJpAfTHOwva9tLI68ONqffff5/yCRQUFKSnp8u/k5KSom4xSRMBNFhfX5+np6fsZX19vS6ZBaHF0FQglj3kCaEc5SwrcFlWeiUIaJRJCxwNXVwVMgbt1uLiYhMHdGho6PDwsO77uXTp0hWdTZceG2ivgIco/05sbCzJ5RaNCOjm5mYmkyn/zvHjx8fHxymPEA7UJhJP+FJ3dmpqqvI2S0tLkUImAhplunq+00Tv/BSVtri4qL9kC3QZNLG3trZ2zd9cXV1HRkbk3wkJCRkYGDBlQHd2dtrY2CicdlNTk5+fH7XEWz09PeECzy/3O7+93S3ydVOXeEAoFD7bbkRAo0xUJemBJIePdLQTJ07MzMyQ2bK1tXVsbMzwuSNMvwohadbW1gpXz9vbmyTmjALosrIyBwcHlWmqoDWg0vkl2cvBY58VcFzb2trUbQNNjb7qBAQ0yhQF/gUti1SRsaSkJDJLygKd3377bRcXF/CnwKUl2XNKi9na2loAnauqqqKjoyn/NAMDem1tTSQSXbhwQUMg4MmTJzUQVrMtLCxoDjHs6+uryg5BQKNMTj8e9EYKGbTPDlBnq6urh+Zl39jYYDKZMk9qeXkZHCuSfjcUddiS2uJJcBGKi4tNMxUnhXi1/v5+5UFaEwQ0PBIcDufQzLSLi4vwGGi1NiZ5S0lJWevLQUCjTE5d5bGFhYWGZIeTk5OGMR9wdsCdl0gk8m+KxaRWrS0vL4d2Pfjddq8N9gOtZpKwBu8Myj84cQkJCeZO55WVFRaLpTKKxgQBDZ4+ybzhcCvd3d3hYYAqnN4rBjUEDhKiTDR4Q8OaKeCQ6p66XsFycnKU4/mgyDU0NAQFBUEzXDnSYGxszMfHR0N/NHwUEhICfvf6+rrsTXC9hUKhlZVVRkYG/K/hlODrsBls4+vrSy33nklZQECAymiZ3/zmNySn8hsS0Np2ryUmJsKNpiXShrDt7e1wgScCGmWKujRa6OHhAW5jbW0tsRQ3uLeVlZVhYWFQcqIDWSlinyCuO7yktvaVSnN0dIyKiuLxeFDSfF4bOHdcLlfDQCWfz4dzUDnGBXiFvQGg1bldSUlJwH3w1NTFEXZ0dBAuJ5wY5RUGTMFWV1cLCgrgqqqszODOikQiuNRQb2keLTQYoOHuQMNF2585MjIC34Jmlro6e3Fxsa+vj+SthL0VpYoQ0CgT1fd3e27PVwzUJmbG+gORJfG80caU9zfq5LeBDficc3QFSoOvCihsamrS6lvBwcGAHmjhpqamAobq6+u7u7tHR0fBYQTWkwkSOHbsWGBgoHwUFzQR2tragM6Ea0lyGA1IB3WJ6axO0tvbe/78eTh5qOTS0tKgwaFhY2hkJCcna86LbzBAw704d+4cNbcX7juDwYCKGUgN7R54OIuKiqAih+tw8uRJT09PgDjc7kMTetTV1clipRHQKDPO5a/cGv3i4e1P99Y16/M715RLRXNzM6CWAtmBjFAOoZ0LvPby8jp79izJ6cuEAYidnJygGMPR4edAGfb29iaShECZJ2LsgLzQgibmASt0YcPLkpISQMCFCxegtsjNzaW9P1QrAzARPwfqKq0qDKAbVHJGBzTAUcf8okNDQxkZGVDfnDlzJiIigmgFKoQDwftQh6nbQ2dnZ6PcbEMENMpc9cq5Hh3VtiTDNuoCdY3FNWj/Kvc1gzd3/Phx4DXwF9y6oNfG4XDGXxtAPDIy0sbGBmhIUPtV32V4OPwKIB21uBFdDOoGaIXAGSpM6yBp0PyHM1e35qTBAO3v7w/3Qt/XCqoBNzc3qFDT09PhPip01s3Pzx/lpWMR0JajjYE88FboAjRAkOTENsMYQLapqUmhc7a6uhpcVFdXVyjeKnN0wLeglQ2wq6+vP/QQ4PvDruxfm52d3enTp2G30BTQ3Cmh0MsMUIbDJSQkzM7O6vJ7a2pqPDw8jAhoaAxBA8hg9xfubGZmJtS4J0+eJLqDsrOzwQGHlkcY3wMBjTJ7fXenW6HvUhdASySStLS0XYuwxsZGd3d34KaDgwN42QBfQAA0rsEld3Z2hqoIPDhAA/i84M3JeDEzMwOQqqqqgq/Mzc1pPgRsDDths9klJSV0OezQGoCjGwvQPj4+NAZjaGtwwcHbgBsUFxd3MZqLgEZZYM5oXQANlIHiAY4MtNYHBwepJVswEautrVUOoN7Y2FhaWpqenp6cnISGfG9vb1tbm3wgoHwYiSzHpkrr7+8H+lOeSqfOoHUPdYMy7g0A6JaWlgsXLpjCvYM2TWyQFwIaZQmCxiBdgCZsYmIiMTERComVlVVZWZmZArq+vj42NlaX1re9vb26TxsaGjw9Pcl3g2hlOTk5yusWfnp17V5bvi7SDOjZ2VkPDw+Ss0P1bVD5Hdl53ghoi9L7G3XQTqcX0PKQAi8yJSXFdMLXyFtzczOFhXHlDShpZ2cXFRWlMHBXUFDAYrFoDEJXdvPBiVZ48/79+491s4ODA3VHhJoGWgOmMyEIrm2K2AcBjTJXfbbXWp8XEeh3Xnk4i0ZAE8blcuEoFPpYb9269cEHHzwjbQ8fPqSxkA8NDTGZTB1D7lZXVwsLC/38/OAi8Hg8gUAQEBCQlpZ29erVfW0MttfquKGhoQbAJdS7nZ2dcXFxUB/A5TKp+tXLy+vb293E035tsiQ/OeCHgx4ENMoMlJPAB2SAh6jSsaUd0LuvM97x+Xxty9i9e/ce9tcYIKO8OsvIyIDmBUBW911duXLlxa1LTyY6KOjpTI+267AAnQ/NYKWLDQwMiMVi8JoZDEZlZaUJNoDKysqIUOgfD3pPOr6a5/LTvV4ENMrUdW+pWvN0En0Aevf1Ihra5gAxOqDBsrOzo6KiaAH0R1uz1Ebn7rXmaQvo7e1t5V4OuqykpATuJpkYxM3nd0Ye7FLQo0ePdPfu4Tkvzwgaa0r19zoLWpRmAawR0CiTVlOBWHPkgD4ADbywsrLSdvVCUwA0GJBOZZyGKQNaf70cvb29Dg4OJONz+t/bYs2VaCuvuZInT57QcrZwBcrLy8EzWFlZyczM5HPOPVyrRUCjTDqoTnN3sD4ALRKJNMxCNnFAC4VClZHFJg5oYBPtizZMTExYW1uTD9UwOqAVbHJyMlLIQECjTFdBXPfi4mJ5lxD8i5qaGlnWpBf7ux/vzGvWZ9c2tPK5WCwWhZhoEwH02NhYQECA2QF6a2uL3qVkRkZGgM4aMmCYPqB3X+fnerxRj4BGmai+vS0dqk8K5Xn4+vpGRUXl5OS4u7v3VScE+p0nEgzRaIB+D49XB6IW8GsigIbKjMvlmh2gwQQCAV3ZCnt6epTXfjVHQIvFYovv5UBAW4J+POiFJ3W9P5d4Xr/a7xILGTT2WgL9mUymcqp+swO0jjNWjAjooqKiyMhIWnpy7ezsDp25bhaAFvm6WXw4BwLaMvXNu68WS6YlKUR4eDi4KtDK1mUnJgJoqGl0nw9pFEADUk+ePKnjmW9vb0NFqy5Jnvl1cXDdsQ8aZa6qzwvv7OzUsQwAF1gslu6zB00E0OfPn9c9RZ9RAL37evUpHTOilJaWCgQCat81zT5o7OJAmav6axLIxLdqNh17NkwK0BMTE/BzdM/6ZCxAx8fH6zKRBGpZyu6zaQJ6eHg4PoSNgEaZpcabU3WcGDY2NkZXdJcpAPr48eO0pJ83FqCbmpo0L4Wl2erq6nT5ugkCGiwhIWFRmoWARpmfFrqyVK4eTd7c3Nx07yQxEUD39vYGBQXRsitjAXphYeHEiROUTzs6OlqXFpVpAnpzcxOaBR9dakZAo8xMGwN5ubm5ujz9Dg4OdK3pZ3RAczic5uZmswb0yMgIVJm6XAFdBo1NE9Bgo6OjFtzRgYC2WF0eK1JYAUtbO3PmDF2xt0YHNLTu+exz5piLQ2Z9fX0MBoNy/IaGlNZmDWii7rHU/HYIaIvV/mxZcnKyLs+9l5dXd3c3XYB+MtX5oLucpJ49e0ZvGWaxWD/d65VWxKakpBw1QAOds7Oz3d3dLRXQSUlJN6ZLEdAoc1J3ZZzKdVS16rWkkHZDpe3t7d2Ts93XK2VUVFQ0VRf1t1c11RQ1NDS8++67sg1u3bpFYwGGY+UmCojLUpwmKiwsNEdADw8PU+jiGBkZYbPZssXOLRLQcXFxe5MlCGiUOUno46ZjD/LKygqTyaSrFIEf19HRIRaL4cTykwK2hvK/u9MtO9urE8U8Hk9zlFhNTU1tbS2FQwOenmz+IWkD+NGpYh9dYgeNBei1tTUHBwetvlJeXg5foSV2xWQBPT8/Hy7wxD5olDnp9nwFLf2t0KbWcS1UAKuMyzWSsHtL1erOWVoRq24eNuwkJCSkIT8iPzmgtLRUWxcyLdJX/kBQMQR4u1Jec89YgAbTKmVSa2uro6MjXUuMGx3Q0O4BT1k5jD0yMvL6VCkCGmVOksTzBwcHdS8V4HwJhUJq352YmIBKArhclxt+f6WGzGl3lMbAV5QnLkLhbCuJhg1+OOjhc85pBR2RSKQ83wzOx9fXl9qkFSMCGpoCJOsVaP1YW1svLi7S1k1kVEBDHS+J58EzoBDaPz09HR3IwjholNkImvD1eRGaV1rRNthueVm7nNFSqRRQkhjGeXeugkLXOZy8PKOhDSvydZOtoDHenCqRSEg672lpaeB0qzwQ+OPU+ugB0J/d2Ho0VE9Bj8dadQF0SUmJ8iLfKg3aIjrG8Cj2gD/Y4S9VayvBcg0tgObxeB9dan55rV1+qvrw8DCLxbq3XI2ARplTdB0tac/kR2BIxlODQ1pX92pl8aJU0Qc7jbpMUvf395ctXQqsuTpRLJ+6T8BxPdT5Bd/K29t7qD5J3VFigliUezlu3759h6rt7e1RvheTk5OnT58+dDNoYdCbPxrswYMH1FYQ1328F5piyRHexF3z8fEhfmBmZmZEgKcFT1FBQFumBmoTqY2kqbPV1VWiVGiwra0tcO7AnWkujPziZofuv+LJZsPFaC644QMDA0IfN4VPKzKDNcf/VVVVgdP9aL1O3f6fbjWIRCJ11Uxvby/sAf7qniWKXoNzs7OzO3Sz0dHRs2fPmsg5NzQ0eHh4WFtbW702qDnefvttGxsbR0fHd955Bx6t8PDw0tJSDb0xUVFR+7NlRN0Mz1hBQQHU0FOt6Udh6VgENCax03Vsan5+HrzmvuoE+agMWvRksz4jhgul+vPr7fLv35wpS0hIUHc+XV1d4HBpnrkgiecpI352djY0NBTqg/KM4LGmVPgLONA9PSntkzLIMJHCyuv0GlxMgUAAII6IiIA7olzVra2tjY2NdXR0VFRUpKSk8Hg8Npvt4ODg7Ox88uRJgLi9vT18Hf4C3wuSA17stQGgI4WMkYYUS52WgoC2fF2fKtUAL2oGXps6X3JwcJDPOXewVKW/X/Tx5RaFJZzBdQrwdgU/UeUpQQNitDFFww5XeiUqQ1zgug3W/axLBI4LNUR5ebnpANrPz+/QjHQZGRmUZ/mDJwuNoerXBley7bXV19cnJiYCQ8ms6Agbnzp1ClzjyspKbWNINjY2pqenl5aWoN0m/z74HIDvutzwL/c7j1RxRkBboABeuifVlLczZ85MTU0pv19XVxfG9wDXxvC/8ZMrLVAxqFx/q6ioaKk7W8N3d4YLVA61QWUTF+ylsDEwOiGUQ2+vkS4WHR3d1NR0aLAHOLAU+k8KCwvh4YHWw0z7xaH6ZGgVgVqKIrvKY/dny76/25MYxtGQcam1tfXEiROBgYHj4+N66i2BNs1aXw4CGmXGguKUnZ1NY8Hw9vZub29XeBMwERvsZcTG5oe7TcBo5WwhcXFx8oOKKtVWEg3+sqwam5mZEYvFkUKmym5rAFOUiElXriUtItv6++EkwRXlcDjwF1zIcIHnWWdHYDSN4dKyY8H+pRVxCo0V5UuhMgNtd3e3s7OzQCAYHh7W6zUBlxyqEAQ0yrwj7QqSA6BNKt9O7Ovri4+PhyIEf7Vd+NXT07Orq0v+HSBaoN/5b29LjftLP9hpJKbSyFALbfAUsY9myshGU4O47n5+fkCc6EDWzZkyDRt/e7sb2gq0L8WrLvY8NjYWMFScJro+VaowFAaNg7y8PM19FMePHyd/uIWFhYiICLho0Cghc80zY/0nJibk0ezi4uLv709L3D0Zgwf70mghAhpl9vmgQ/wvBAcHg+sHXAZkvztX8dV+143p0kghIycnh2R5WF9fZzKZCn3QsFu99juT10eXmhsLxIDaoKCgjIwMbZ168pEAcOngeioMwK6trQG1a2trq/9oUFtA7UUh/GN5eTkzMxOa8MBlDfHjkni+5g4EuN0kVy4HbxSccfDKr4wXkb9iFZnBvb29xOQRJycnPp9vMDTLnIOkcG8ENMoSBG32hvwIhQIPVGoqEJOczBIVFZWfn68QVBfK8zC1X/p8t2mkIUWvTv3Xt7rgh2dnZ6enp8PVexUiJvBsK4nuq06Yak0fbUwhemwzYrgCjivQdmlpicwVnpqagosM9Afv+FDfX+R7SL6k5ORkMtmgoM0B1bbmznqVEni7RkZGnjhxQiQS6btDQ0MoCwIaZeECT41MQJ6NjY3CkDoA2oLT0xzK6EVp1t5kyZPN+m9vqw0rBM4C+8L4HuHh4fLRJuC0ArWnp6fHxsb6+vrg+gPoY4IO6WCR6dOrrerCt2Xm5eVFZogYIDvWlErhCri5HC8pKVE5aGwwg4tm8cvFIqCPug6WquLi4jSXhNDQ0LS0NJXDhngByejuYuXFaG4w1x2qNHB+owNZiWEccLGLUkXlGUHQjiGJZhn3NU8ampycdHZ2PhRwGRkZ0K6i9ovg1hs9lKWyslLDHFEENMoS9MNBj+bS3t3dzWazVbpjvr6+R2EelwkKWK/hlqWnp2dmZh5Kt+w4HrWjH1pDGGwWjEKGQgQ0ygKlobBBY9zOzk5dvAeAG6+eUVR2MUjdNPe1tTVra2vN/RudnZ1RIiaZKBfVHf07TSSzNenbgrjuCGjU0QX0yMiIumCA6elpaLbj1TOKHq7VhoaGqhse1Lyg1/DwsNDH7av9Ll3mqars8jKkbW1tvfqlYh8ENMrCpbk/UV2i0fz8/LnOTLx6xlJOAh8oqRDJJ5VKNedRWl9f53POkQx2VqdFaVZRUZER6QxNOhaLNdWajlEcKMtXepSfwgwUhSl5yikdNjc3GQyG0aeo4GTRwMBAYDTcjtHR0YsXLzo6Omqe3g3ONeBVx+P2VsU3NjYai86tra1BXPfnO004kxB1JPTlfqeA46pu4sPq6ip4K/LvABGgfb3SK8FLZ3TVSMLefPNNe3v7c+fOicVizV3PrxL1aR+6/nijvjwjeGsoX/aOtCIuKiqKrmW0tDKoh+AnfPPu0fIMENBHXU+3GsAjnp6eVlkqoPAT08aINnJERIS0IhYvmokE4YA7SXJB2KCgoNvz2q1uU58XLhQKOzo6YmNjIwI8L48V/XjQ+/n19vgQNpmcdvQaeAbe3t66rAKBgEaZq55sNoAfDe1HlY1KNpvd0NAQHR0d4O2qexsZRaNeXmsP43vU1dUdmggpPcpP250H+p2XHxZOSUnhcl8toZCVlUVvrkQyVlFR0VwYeQRvMQIa9YcJcvlJAQKBQCqVKow+xcTEcDzO3FmoxKtkmn50TBBLQ6Y9uJtQxWq7NNQnV1oOnbJoMFtbW/P3Ons0hz0Q0CiFPscg8JTDw8PT0tIKCgrAb4oUMr6/24MXx2T13Z1uuEfK+WBlY4MapnSrC7lb6s4mk9DDMAbP4dEJ20BAo0h1euxNFK/25WwP51Oe1IAyZAMomOuuPIGlra0tMUxtXiH4yNvbu0YSpvzRTPvFkpISEwF0Xl7ekUrSj4BGoSxNX9zsEPm6yWf+LCsrixIx1fnI8L5AICCCKafbLip8mhXrPzIyYjoeNIWsewhoFAplWmOGwOi0tLT5+Xn4m5PA19D6+fhyCzEjcXNzk8lkyq/19827UjJL0xrMwJc/shOjENAolOXop3u9GwN54Di3l0Rr3vLRep1s5dzm5mY/5juSeL60InZrKL+rPBacVtMBNDQFsA8ahUIdId1fqZFf2nxnZ2diYqKpqSkrKysiIkIhA7hxLT8/fxX7oFEo1JFSgLerUeYEamvp6enXp0oR0CgU6ghpsC6J3tXf9WTg0T/eqEdAo1Coo9VhLYnnZ2RkUIDm5cuX98nZlStXdF+B8MiuDoGARqGOtMozginMSbl169anV9eezfdr1odrE/fv39eFzisrKzFBrCN7dxDQKNRR96OFPm7r6+vaAvrJVNfd+gzNui8tffDggS6Abmxs7CqPRUCjUKgjKmlFXENDg2kCOi4u7ijngUFAo1AYclcjFotNE9AcDucoJxtAQKNQqD5tpw4aBtBzc3MacokgoFEolOXrm3elGpYPNiKgc3Nz54/26pcIaBTqqKu/JqGsrMzUAL2zs8NkMo/aGlcIaBQK9bMojgBv142NDRMBNHC5tbW1oKAgKiqqozTmiN8dBDQKdaS10itJSUmhEAdNO6CXlpYyMjJYLFZtTthcZ8b2cP6RnZ+CgEahUH33lqu9vLwopEbSB6BFItF8ZyYuEIGARqFQfc93m5hM5sLCAoUOYn0A2sfHB28KAhqFQr1SGN9jamqK2ggeAhoBjUKh9KUnmw0hISGUA+AA0M/m+++15WvWw/5a8oAO8b+A9wUBjUKh+urzItQtBE7Grl69+oCcXb9+ncwOpVJpeUYQ3hcENAqF6hP6uG1vbxsgm/Pi4uLk5GRfX9/MzIyGzYKDg9/fqMP7goBGoY66bs9XxMTEGIDOAQEBSeHehSnCsotB6VF+Il+3xMTEnZ0dhc1WV1fD+B54XxDQKBSqLyGUMzIyom86g4eujN2RhhTlxEwFBQWTR3VZWAQ0CoX6k/KTAnJzcw3gPoOnrNIvjg32ko/tA44zmcxvb3fjrUFAo1BHVz8c9Eji+YahM2FCHzfl02gvjZYfn8zKyuqvScC7g4BGoY6uXl5rB3+2srLSkOu9JicnL3RlKZzJaGNKVVUVfNrX1xcXFwcONU7pRkCjUEdX95ar+ZxzAwMDBl6Qe3Nzk8lkfrXfJX8yn1xpCRd4Qm1RnCbany3Du4OARqGOtM6cOTM7O7trDGtubgYQ4y1AQKNQKNUaqk/KysraNZIJBILb8xV4FxDQKBRKhX661xvK85icnDQKoGdmZoK47pimDgGNQqFU6+FaLZfLNZYTXVlZmRbpe8SXR0FAo1AotarLDSfCJ4xiDQ0NfM65vuqEr2914b1AQKNQqJ/puzvdAd6u1BJA0xXUUV5ezmazcxL42CuNgEahUD8TYJHP5+8a24aHhyMiIqIDWdjpgYBGoVA/6+gAN9aQOB4ZGQkNDRWJRG1tbfLvx8bG3pzBOGgENAqF+qN+OOgR+boZJix6Z2cnPj4+MYzzeKP+kystJemBYWFhsk9ZLBaGdiCgUSjUz/TecrW/v78BAA0+8kBtovyhi1JFNTU18FFnZ2d+UgDeCwQ0CoVSVIrYR99ONIBYEs9TOO63t6U5CXw2mw0n8PJaO94IBDQKhVKUWMjY3NzUH517e3tD/C98dweTiCKgUSiUlgrleaytremJzpOTkwKO6+9udOB1RkCjUCittdCVlZaWpg86Ly0tMRiMZ9uNeJER0CgUiqLC+B7j4+O0L3Pl7e2NSUQR0CgUSic93WrgcDj0ru2dm5s7WJeE1xYBjUKhdNVkazqTyUxNTV1eXqYl6jnA2xVDmxHQKBSKHgFPt4byRb5ueXl5OnrT7e3t9XnheEkR0CgUimZMd1fG+fr6rqysUAZ0RETE/ZUavJgIaBQKRb9uzpSx2WzK4XcB3q54DRHQKBRKX1rqzs7MzKSWoA6nbiOgUSiUHvVsuzE8PJzC8GBMTMzWUD5eQAQ0CoXSl1Z6Jf7+/uvr6+TpXF9fz2QyW4oiMX4DAY1CofSr5Z5sAce1oqJCXbKOra2t8fHxhoaGxMREFotVlxv+5X4nXjcENAqFMoS+u9MtrYgN8b8gEolKSkry8vLS09OjoqK4XC6bzQ7je+QnBfRWxd+aLUevGQGNQqGMo48vt8x1Zqz15VyfKn24VovZ6RDQKBQKhUJAo1AoFAIahUKhUAhoFAqFQkCjUCgUCgGNQqFQCGgUCoVCIaBRKBQKhYBGoVAoBDQKhUKhENAoFAqFgEahUCgUAhqFQqFQCGgUCoVCQKNQKBQKAY1CoVAIaBQKhUIhoFEoFAoBjUKhUCgENAqFQqEQ0CgUCoWARqFQKJQBAT3fvvyrX3z6i7958Xd/9XKhY9lg5+R28vFqz6KBL8TZ408erEwon8PXtwbjhO+++cuP/9t/+p39bz8ktvnzf/t1ZfplYsvJptVA9oHKfRYl7v3mHz/573/5u7rsS/BytH7tuPUH//C3L9Z7F4gNnu+M8hnvEf9XXbzs8Mbzv/2rl32VG/hcolAoTYD+6NLIX/+Xz59ujsH/1ydnrP7lI5J7/OFuv47n9Jf/3xdf3hw08IX45f/8TPkcfjzod7Z/1lO+Ce/A/4UJe6x3Hj5aG/+vf/HF3//1S2LLtLCbLfk7yjtc612E78LV+Pz6EDD64erEMasPvrszsD047+70PmwgYL73Z//mG/g6/H9zagY+hUPcW5y0++2H+FyiUChNgL40PAeA3hmah/9/utf3yeWRD7ZHXU88BlK//eZzcP1Kkq825OzCp5v9C+BCgpPodfYh+Jh35qfOn3ps8+uPTth8AIx7sTfMPvfQ+lcfnXn7KdDn8sgc/A+K4N6B7wKw/u//6zvwUmXHhaOAjwn/NObsgld72uHpX/3n3wHUFL6osFuFl7K9wZ6ZLo/gZOC37E9PK+zzvaVJF8enb/3zxzzP9wCmyueQG3stP/6a7P3v7/bDR70VmzGCd4Gni51L8CZ88fbclPIF3OhbeHd2moCv41vPowW3p5pX4SW8ecH5FaC/eXcgiHNAvDnesOp5+tEXN4YuRtzMirqBzyUKhTqkiwMcQ2iSQ9Me2vhAE+DaWMMa0XIHAVAIABUnXYUtgXHJIfvw0vY3HwJM4R8g+O7wHHiLc+2vukeA4PGiW0DwaxMz8LI647LKgw7VrMOuCAczKfjVDsvTrgAlFb6osFuFl7K9bQ3MgycL/8BPaC/alt8nwPeNf/oY6iF4CUckPFmFc4ANoCqCfwar13/zj5+AKtMvR/Ju91duDNeuQz0EHwH6oQJT+Vvg/Y7ibajSoM74l//1KVxDYlcJgX84wzd/+THUfPAPIP6//MUX4MVDzWH41gMKhTInQIPjOd/+h05naKGDywxEBvIS76SH32zK3f3Hv/uMABNB6l//wye/uzEE7vM7x57I9vPZ1eF//2dfg49JCLgGriL4njL3U1mA13rJqx5b2CGBqhCfu7Cx/BcVdguOvMJRZHurSL/i4/YA9vAX//7Lh6sT8vuEekV2qn7u9wlPVuEc/t9/9zX8KNn7UfzbfZUb4I8/2Rj78aAfYLraswh1mMofAtcEzhbcYeAyXKh/+mMXSgDzHtG7Df74//ofL4irDfgmSA0VA1QP+FyiUCi1gAYCguNM9Dy82BsGfIB/6mT3qhPg2dYYvASPz/pXHxEY+rN/8w20zd/654+JjpFzx19RD3xGINF7S688R3gJWAT/GthK0BNo6HX2ocpDO771/PrkzFf7g7/9p09kbiZsL/9Fhd3eXZiSfynrBJ9ofNVvAP/A9oBChX0udCwTn350aeQ//PlXBB/lzwH+OWHzgczTh9bD//l//PD++vh//8vfEe/kxFz/+79+SbjkCnq8Pg6HkI06wilBfQZ/4Uzs/9jFDNeK6fKI6CNyPfHKGYfLCO42VCT4XKJQKE1dHKUpV//mv30O3uIp22dELwH4j0Cuk7YfAFmA3b/4mxfgrgqY78GbK92Lob53iZE0xplH//C3L8Dp3p9+1QESybsNbHI7+XipawmoDa14AD1AFnxt+PTv/uol8Y+sT+A//vlXADLYIREa8e3tgTf+6WPlL8rvVvklIdgSAArsA48YvF1wiuX3CcdivfMQfg58l/BkFc4B/r8yOgu+OZwk+9xDaEPA1wHcZ4//we8Gpv/v/9sPAG7459/+62/kOzrgiOB9w3UAETUZOOyA5jNvP320Nk5sU5l+Gd4kzgdceLhicCVn21bwoUShUBgHTZu+v9tfk3kJrwMKhUJAm5wOXoeR4HVAoSxPWVE3oO17yvbZrZlp2Zt5cde6SrYQ0CgUCmU0zbcve7s9gH+Azm2F2whoFAqFMhUlBt2KFty+4Px+IPvg40sjCoC+uzBl9S8fPViZgP/By/7tP33yi795kRZ28+03n9v8+qOv9gcR0CgUCqUvBXEO3vzlqyAFIDIxAVgG6PTwm4BjIuYKAE2EpaWE7BORCCKve+MNq2YAaPglPq/bCDIpp6SQST43hfLLQ7+OQqFQNCopeJ8ItP3y5uB//o9fymPt7//6JbjPK92LBKCzo67DP2WpV4jEO0Dqwep1Uwf0d3cGFHJcKKekkEk+N4Xyy0O/jkKhUPRqpnWFcebRT/dezcCQn5IGgO4s3ro9N/WPf/fZt7cHjADoptzdM28/PXf8CbjxBQl7zvbP3vrnj+FUFLJbRHDv+Lnff+fYE4c3nr+3pJhqg33u4f/4r5/Ln6hySgqZ5HNTKL889OsoFApFrwDNgewDoPBv/vETIrOFwiBhevjN1NB9IwBayLpXkX7l96+zXhBJkex/++Hj9XGF7BZv/vJj4oRaC3bgnBQyZsBfhQBhlSkpZJLlplD58tCvo1Ao1JGIg/71P3xCjEL+8n9+9v3raXVQjfz+59ktDhYn/9N/+JKYQdeSv5MhvqGQagO23Bufla+OlFNSyE/3kJ/Rp/Dy0K+jUCjUkQD017cGf/WLV9ktPrs6TORIerAycfb4E4XsFjtD84Bp4ObLa8PQBGjM2VVItfHPf/+pfHpolSkpZJLlplD58tCvo1AolGYBx2ZaV0xT24PzZAG90bcgYL4Kn5hsWo0RvCsbplTIbhHIPgBeAzTffvP5SN2aQsYMoLbNrxXT/MunpPjk8si/+3++kX0ky02h8FJ+M+WMFigUCkVS4Hf+q3/1e5MV0T9MWxQH48yjuwtTeNdRKBR60IbzoEnK4zTGUaBQKJTBBwlRKBQKhYBGoVAoFAIahUKhENAoFAqF0lH/P1ZlC6s9Cq82AAAAAElFTkSuQmCC)
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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)