From 7b07e967a7fc7709077d79e10c68568e1b03476e Mon Sep 17 00:00:00 2001 From: hrbrmstr Date: Tue, 26 Aug 2014 17:46:33 -0400 Subject: [PATCH] Updating for CRAN submission --- DESCRIPTION | 7 +- R/state_coords.R | 20 --- R/statebins.R | 60 ++++++-- README.Rmd | 171 +++++++++++++++++++++ README.md | 4 +- .../figure-markdown_github/unnamed-chunk-31.png | Bin 0 -> 34898 bytes .../figure-markdown_github/unnamed-chunk-32.png | Bin 0 -> 36822 bytes .../figure-markdown_github/unnamed-chunk-33.png | Bin 0 -> 30685 bytes _README.Rmd | 171 --------------------- .../figure-markdown_github/unnamed-chunk-31.png | Bin 34807 -> 34898 bytes .../figure-markdown_github/unnamed-chunk-32.png | Bin 36630 -> 36822 bytes .../figure-markdown_github/unnamed-chunk-33.png | Bin 30815 -> 30685 bytes data/states.rda | Bin 782 -> 0 bytes man/state_coords.Rd | 25 --- man/statebins.Rd | 16 +- man/statebins_continuous.Rd | 16 +- 16 files changed, 247 insertions(+), 243 deletions(-) delete mode 100644 R/state_coords.R create mode 100644 README.Rmd create mode 100644 README_files/figure-markdown_github/unnamed-chunk-31.png create mode 100644 README_files/figure-markdown_github/unnamed-chunk-32.png create mode 100644 README_files/figure-markdown_github/unnamed-chunk-33.png delete mode 100644 _README.Rmd delete mode 100644 data/states.rda delete mode 100644 man/state_coords.Rd diff --git a/DESCRIPTION b/DESCRIPTION index 6b892d8..916bb97 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,21 +1,20 @@ Package: statebins Type: Package -Title: statebins is an alternative to choropleth maps for US States +Title: statebins is an alternative to choropleth maps for USA States Version: 1.0 Date: 2014-08-26 Author: Bob Rudis (@hrbrmstr) Maintainer: Bob Rudis -Description: statebins is an alternative to choropleth maps for US States and +Description: statebins is an alternative to choropleth maps for USA States and is based on work by the Washington Post graphics department in their report on "The states most threatened by trade". statebins preserves as much of - the geographic placment of the states as possible but has the look and + the geographic placement of the states as possible but has the look and feel of a traditional heatmap. Functions are provided that allow for use of both a binned, discrete scale and continuous scale depending on what is needed for the underlying data. URL: http://github.com/hrbrmstr/statebins BugReports: https://github.com/hrbrmstr/statebins/issues License: MIT + file LICENSE -LazyData: yes Suggests: testthat Depends: diff --git a/R/state_coords.R b/R/state_coords.R deleted file mode 100644 index 325b468..0000000 --- a/R/state_coords.R +++ /dev/null @@ -1,20 +0,0 @@ -#' @title state_coords -#' @description simple coordinates for states to use in a 'statebin' plot -#' \itemize{ -#' \item \code{abbrev}. state abbreviation, including \code{DC} (chr) -#' \item \code{state}. capitalized state name (chr) -#' \item \code{col}. colum where it fits (12x8 grid) (chr) -#' \item \code{row}. row where it fits (12x8 grid) (chr) -#' } -#' -#' @docType data -#' @keywords datasets -#' @name state_coords -#' @seealso \itemize{ -#' \item WaPo - \url{http://www.washingtonpost.com/wp-srv/special/business/states-most-threatened-by-trade/} -#' } -#' @note Last updated 2014-08-25 -#' @format A data frame with 51 rows and 4 variables -NULL - - diff --git a/R/statebins.R b/R/statebins.R index 187bd58..9cef61b 100644 --- a/R/statebins.R +++ b/R/statebins.R @@ -1,3 +1,29 @@ +state_coords <- structure(list(abbrev = c("AL", "AK", "AZ", "AR", "CA", "CO", + "CT", "DC", "DE", "FL", "GA", "HI", "ID", "IL", "IN", "IA", "KS", + "KY", "LA", "ME", "MD", "MA", "MI", "MN", "MS", "MO", "MT", "NE", + "NV", "NH", "NJ", "NM", "NY", "NC", "ND", "OH", "OK", "OR", "PA", + "RI", "SC", "SD", "TN", "TX", "UT", "VT", "VA", "WA", "WV", "WI", "WY"), + state = c("Alabama", "Alaska", "Arizona", "Arkansas", + "California", "Colorado", "Connecticut", "District of Columbia", + "Delaware", "Florida", "Georgia", "Hawaii", "Idaho", "Illinois", + "Indiana", "Iowa", "Kansas", "Kentucky", "Louisiana", "Maine", + "Maryland", "Massachusetts", "Michigan", "Minnesota", "Mississippi", + "Missouri", "Montana", "Nebraska", "Nevada", "New Hampshire", + "New Jersey", "New Mexico", "New York", "North Carolina", "North Dakota", + "Ohio", "Oklahoma", "Oregon", "Pennsylvania", "Rhode Island", + "South Carolina", "South Dakota", "Tennessee", "Texas", "Utah", + "Vermont", "Virginia", "Washington", "West Virginia", "Wisconsin", "Wyoming"), + col = c(8L, 2L, 3L, 6L, 2L, 4L, 11L, 10L, 11L, 10L, + 9L, 1L, 3L, 7L, 7L, 6L, 5L, 7L, 6L, 12L, 10L, 11L, 8L, 6L, 7L, + 6L, 4L, 5L, 3L, 12L, 10L, 4L, 10L, 8L, 5L, 8L, 5L, 2L, 9L, 12L, + 9L, 5L, 7L, 5L, 3L, 11L, 9L, 2L, 8L, 7L, 4L), + row = c(7L, 8L, + 6L, 6L, 5L, 5L, 4L, 6L, 5L, 8L, 7L, 8L, 3L, 3L, 4L, 4L, 6L, 5L, + 7L, 1L, 5L, 3L, 3L, 3L, 7L, 5L, 3L, 5L, 4L, 2L, 4L, 6L, 3L, 6L, + 3L, 4L, 7L, 4L, 4L, 4L, 6L, 4L, 6L, 8L, 5L, 2L, 5L, 3L, 5L, 2L, 4L)), + .Names = c("abbrev", "state", "col", "row"), class = "data.frame", row.names = c(NA, -51L)) + + invert <- function(hexColor, darkColor="black", lightColor="white") { hexColor <- gsub("#", "", hexColor) @@ -18,7 +44,7 @@ invert <- function(hexColor, darkColor="black", lightColor="white") { } -#' Create a new ggplot-based "statebin" chart +#' Create a new ggplot-based "statebin" chart for USA states (discrete scale) #' #' \code{statebins()} creates "statebin" charts in the style of \url{http://bit.ly/statebins} #' @@ -37,7 +63,7 @@ invert <- function(hexColor, darkColor="black", lightColor="white") { #' and \code{value_col} accordingly. #' #' To add a title, change \code{plot_title} to anything but an empty atomic string vector (i.e. \code{""}) -#' and set \code{title_positioin} to "\code{top}" or "\code{bottom}". Choosing "\code{bottom}" +#' and set \code{title_position} to "\code{top}" or "\code{bottom}". Choosing "\code{bottom}" #' will cause \code{statebins} to use \link{arrangeGrob} to position the title via \code{sub} and #' return a frame grob instead of a ggplot2 object. #' @@ -45,7 +71,7 @@ invert <- function(hexColor, darkColor="black", lightColor="white") { #' @param state_col column name in \code{state_data} that has the states. no duplicates and can be names (e.g. "\code{Maine}") or abbreviatons (e.g. "\code{ME}") #' @param value_col column name in \code{state_data} that holds the values to be plotted #' @param text_color default "\code{white}" -#' @param font_size font size (default = \code{2}) +#' @param font_size font size (default = \code{3}) #' @param state_border_col default "\code{white}" - this creates the "spaces" between boxes #' @param breaks a single number (greater than or equal to 2) giving the number of intervals into which data values are to be cut. #' @param labels labels for the levels \code{breaks} @@ -56,8 +82,15 @@ invert <- function(hexColor, darkColor="black", lightColor="white") { #' @param title_position where to put the title ("\code{bottom}" or "\code{top}" or "" for none); if "\code{bottom}", you get back a grob vs a ggplot object #' @return ggplot2 object or grob #' @export +#' @examples +#' \dontrun{ +#' data(USArrests) +#' USArrests$state <- rownames(USArrests) +#' statebins(USArrests, value_col="Assault", text_color="black", font_size=3, +#' legend_title = "Assault", legend_position="bottom") +#' } statebins <- function(state_data, state_col="state", value_col="value", - text_color="white", font_size=2, + text_color="white", font_size=3, state_border_col="white", breaks=5, labels=1:5, legend_title="Legend", legend_position="top", brewer_pal="PuBu", plot_title="", title_position="bottom") { @@ -88,8 +121,6 @@ statebins <- function(state_data, state_col="state", value_col="value", gg <- gg + coord_equal() gg <- gg + labs(x=NULL, y=NULL, title=NULL) gg <- gg + theme_bw() - gg <- gg + theme(plot.margin=unit(c(-1, 0, 0, 0), "line")) - gg <- gg + theme(panel.margin=unit(-1, "line")) gg <- gg + theme(legend.position=legend_position) gg <- gg + theme(panel.border=element_blank()) gg <- gg + theme(panel.grid=element_blank()) @@ -112,7 +143,7 @@ statebins <- function(state_data, state_col="state", value_col="value", } -#' Create ggplot-based "statebin" charts in the style of \url{http://bit.ly/statebins} +#' Create a new ggplot-based "statebin" chart for USA states (continuous scale) #' #' \code{statebins()} creates "statebin" charts in the style of \url{http://bit.ly/statebins} #' @@ -132,7 +163,7 @@ statebins <- function(state_data, state_col="state", value_col="value", #' and \code{value_col} accordingly. #' #' To add a title, change \code{plot_title} to anything but an empty atomic string vector (i.e. \code{""}) -#' and set \code{title_positioin} to "\code{top}" or "\code{bottom}". Choosing "\code{bottom}" +#' and set \code{title_position} to "\code{top}" or "\code{bottom}". Choosing "\code{bottom}" #' will cause \code{statebins} to use \link{arrangeGrob} to position the title via \code{sub} and #' return a frame grob instead of a ggplot2 object. #' @@ -140,7 +171,7 @@ statebins <- function(state_data, state_col="state", value_col="value", #' @param state_col column name in \code{state_data} that has the states. no duplicates and can be names (e.g. "\code{Maine}") or abbreviatons (e.g. "\code{ME}") #' @param value_col column name in \code{state_data} that holds the values to be plotted #' @param text_color default "\code{white}" -#' @param font_size font size (default = \code{2}) +#' @param font_size font size (default = \code{3}) #' @param state_border_col default "\code{white}" - this creates the "spaces" between boxes #' @param legend_title title for the legend #' @param legend_position "\code{none}", "\code{top}", "\code{left}", "\code{right}" or "\code{bottom}" (defaults to "\code{top}") @@ -149,8 +180,15 @@ statebins <- function(state_data, state_col="state", value_col="value", #' @param title_position where to put the title ("\code{bottom}" or "\code{top}" or "" for none); if "\code{bottom}", you get back a grob vs a ggplot object #' @return ggplot2 object or grob #' @export +#' @examples +#' \dontrun{ +#' data(USArrests) +#' USArrests$state <- rownames(USArrests) +#' statebins_continuous(USArrests, value_col="Murder", text_color="black", font_size=3, +#' legend_title = "Murder", legend_position="bottom") +#' } statebins_continuous <- function(state_data, state_col="state", value_col="value", - text_color="white", font_size=2, + text_color="white", font_size=3, state_border_col="white", legend_title="Legend", legend_position="top", brewer_pal="PuBu", plot_title="", title_position="bottom") { @@ -179,8 +217,6 @@ statebins_continuous <- function(state_data, state_col="state", value_col="value gg <- gg + coord_equal() gg <- gg + labs(x=NULL, y=NULL, title=NULL) gg <- gg + theme_bw() - gg <- gg + theme(plot.margin=unit(c(-1, 0, 0, 0), "line")) - gg <- gg + theme(panel.margin=unit(-1, "line")) gg <- gg + theme(legend.position=legend_position) gg <- gg + theme(panel.border=element_blank()) gg <- gg + theme(panel.grid=element_blank()) diff --git a/README.Rmd b/README.Rmd new file mode 100644 index 0000000..254191c --- /dev/null +++ b/README.Rmd @@ -0,0 +1,171 @@ +--- +title: "README" +author: "Bob Rudis" +date: August 26, 2014 +output: + md_document: + variant: markdown_github +--- + + +statebins is an alternative to choropleth maps for USA States + +The following functions are implemented: + +- `statebins` - creates "statebin" charts in the style of http://bit.ly/statebins - This version uses discrete `RColorBrewer` scales, binned by the "breaks" parameter. +- `statebins_continuous` - creates "statebin" charts in the style of http://bit.ly/statebins - This version uses a continuous scale based on `RColorBrewer` scales (passing in a 6 element `RColorBrewer` palette to `scale_fill_gradientn`). + +### TODO + +- The current version is usable, but I think the plot margins and the legends need work +- Apply algorithm to switch to light-on-dark depending on the background tile color + +### News + +- Version `1.0.0` released + +### Installation + +```{r eval=FALSE} +devtools::install_github("hrbrmstr/statebins") +``` + +```{r echo=FALSE, message=FALSE, warning=FALSE, error=FALSE} +options(width=120) +``` + +### Usage + +All of the following examples use the [WaPo data](http://www.washingtonpost.com/wp-srv/special/business/states-most-threatened-by-trade/states.csv?cache=1). It looks like the columns they use are scaled data and I didn't take the time to figure out what they did, so the final figure just mimics their output (including the non-annotated legend). + +```{r message=FALSE} +library(statebins) + +# current verison +packageVersion("statebins") + +# the original wapo data + +dat <- read.csv("http://www.washingtonpost.com/wp-srv/special/business/states-most-threatened-by-trade/states.csv?cache=1", stringsAsFactors=FALSE) + +gg <- statebins(dat, "state", "avgshare94_00", breaks=4, + labels=c("0-1", "1-2", "2-3", "3-4"), + legend_title="Share of workforce with jobs lost or threatened by trade", font_size=3, + brewer_pal="Blues", text_color="black", + plot_title="1994-2000", title_position="bottom") + +gg + +# continuous scale, legend on top + +gg2 <- statebins_continuous(dat, "state", "avgshare01_07", + legend_title="Share of workforce with jobs lost or threatened by trade", legend_position="top", + brewer_pal="OrRd", text_color="black", font_size=3, + plot_title="2001-2007", title_position="bottom") + +gg2 + +# continuous scale, no legend + +gg3 <- statebins_continuous(dat, "state", "avgshare08_12", + legend_title="States", legend_position="none", + brewer_pal="Purples", text_color="black", font_size=3, + plot_title="2008-2012", title_position="bottom") + +gg3 + +# or, more like the one in the WaPo article; i might be picking the wrong columns here. it's just for an example + +sb <- function(col, title) { + statebins(dat, "state",col, brewer_pal="Blues", text_color="black", legend_position="none", font_size=3, plot_title=title, breaks=4, labels=1:4) +} +``` + +```{r eval=FALSE} +# cheating and using to arrange them below and also making a WaPo-like legend, +# since mucking with grid graphics margins/padding was not an option time-wise at the moment + +sb("avgshare94_00", "1994-2000") +sb("avgshare01_07", "2001-2007") +sb("avgshare08_12", "2008-2012") +``` + + + + + +
![img](./tmp/statebins-composite.png)
+ +And, we'll throw in a gratuitous animation for good measure: + +```{r eval=FALSE} +# data set from StatsAmerica - http://www.statsamerica.org/profiles/sip_index.html + +# median household income from the ACS survey +miacs <- read.csv("http://dds.ec/data/median-income-acs.csv", header=TRUE, stringsAsFactors=FALSE) + +# generate frames based on year +sapply(unique(miacs$year), function(year) { + + png(file=sprintf("tmp/household%d.png", year), + type="quartz", antialias="subpixel", width=800, height=600) + + rng <- floor(range(miacs[miacs$year==year,]$mh_inc)) + + ggtmp <- statebins(miacs[miacs$year==year,], "state", "mh_inc", + legend_title="States", legend_position="none", + brewer_pal="Greens", text_color="black", font_size=3, + plot_title=sprintf("Median Household Income (ACS) %d\n$%s - $%s", year, comma(rng[1]), comma(rng[2])), title_position="top") + + print(ggtmp) + + dev.off() + +}) + +# animate them with ImageMagick +system("convert -background white -alpha remove -layers OptimizePlus -delay 150 tmp/*.png -loop 1 tmp/household.gif") +``` + +
![img](./tmp/household.gif)
+ +### Test Results + +```{r} +library(statebins) +library(testthat) + +date() + +test_dir("tests/") +``` + diff --git a/README.md b/README.md index c51b80d..92917e9 100644 --- a/README.md +++ b/README.md @@ -128,9 +128,7 @@ sb("avgshare08_12", "2008-2012") -->
- ![img](./tmp/statebins-composite.png) -
And, we'll throw in a gratuitous animation for good measure: @@ -177,7 +175,7 @@ library(testthat) date() ``` - ## [1] "Tue Aug 26 15:38:13 2014" + ## [1] "Tue Aug 26 17:39:41 2014" ``` {.r} test_dir("tests/") diff --git a/README_files/figure-markdown_github/unnamed-chunk-31.png b/README_files/figure-markdown_github/unnamed-chunk-31.png new file mode 100644 index 0000000000000000000000000000000000000000..6cb9d36fe04e035e933ea93975de37004bc0f377 GIT binary patch literal 34898 zcmeFZRa9JEw=D_;4H`&r_ux)&2oM~Cy9IZ*!X>!71a~L66`J7g?(Xh#ihu9#gMIJg zJ@>Zza9Udr)M{0%F~{sfdLOeY=)1HC;(P4(U|?W~VxmHFU|2xuU#!0}gg+ z7qnPR?x8q(?(Pf~=>{izP$3S?{BCWLjH@?0^aD8m>^o#pZX!hJAFi`kZPjA(0aQg| zqOLoCkcr3-p%hn}9Dh*A|IxU->*rYJ*yh^Snit~HHmOO*QVfhQE=wIIjf=@gk4=*b z9;=#=csEhJD@_~KKZr`#{^@#Xe-$qnw*N5d=t=sDq!kddFd9TG(`NYz&mHRqL3Uum ztXASNB)!|Pb-rg}ziC#s-F-eg60rCr>;C`minMrq4$vA;?!X#j#GLccYC zaKj76i?6!0xd3W#jFX)?3;j$&+03%6P++bsSydMPktvBwE28JKMN?cyEI~g~qhlsk zKe~9==q|ZusUg7V!`uv1QyRuxWcuRRfju;)%M4#LC;b*Q?!4xN+>hGqHjy16ArfhH 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z&A=52T(IL4vYw);G0vDJHEt@u?NU2+}76(M;y2m}b+7(6o6dX1z4;Aea9$w?_omW!JN F{vT$RQ^f!P literal 0 HcmV?d00001 diff --git a/_README.Rmd b/_README.Rmd deleted file mode 100644 index 8479a67..0000000 --- a/_README.Rmd +++ /dev/null @@ -1,171 +0,0 @@ ---- -title: "README" -author: "Bob Rudis" -date: August 26, 2014 -output: - md_document: - variant: markdown_github ---- - - -statebins is an alternative to choropleth maps for US States - -The following functions are implemented: - -- `statebins` - creates "statebin" charts in the style of http://bit.ly/statebins - This version uses discrete `RColorBrewer` scales, binned by the "breaks" parameter. -- `statebins_continuous` - creates "statebin" charts in the style of http://bit.ly/statebins - This version uses a continuous scale based on `RColorBrewer` scales (passing in a 6 element `RColorBrewer` palette to `scale_fill_gradientn`). - -### TODO - -- The current version is usable, but I think the plot margins and the legends need work -- Apply algorithm to switch to light-on-dark depending on the background tile color - -### News - -- Version `1.0.0` released - -### Installation - -```{r eval=FALSE} -devtools::install_github("hrbrmstr/statebins") -``` - -```{r echo=FALSE, message=FALSE, warning=FALSE, error=FALSE} -options(width=120) -``` - -### Usage - -All of the following examples use the [WaPo data](http://www.washingtonpost.com/wp-srv/special/business/states-most-threatened-by-trade/states.csv?cache=1). It looks like the colums they use are scaled data and I didn't take the time to figure out what they did, so the final figure just mimics their output (including the non-annotated legend). - -```{r message=FALSE} -library(statebins) - -# current verison -packageVersion("statebins") - -# the original wapo data - -dat <- read.csv("http://www.washingtonpost.com/wp-srv/special/business/states-most-threatened-by-trade/states.csv?cache=1", stringsAsFactors=FALSE) - -gg <- statebins(dat, "state", "avgshare94_00", breaks=4, - labels=c("0-1", "1-2", "2-3", "3-4"), - legend_title="Share of workforce with jobs lost or threatened by trade", font_size=3, - brewer_pal="Blues", text_color="black", - plot_title="1994-2000", title_position="bottom") - -gg - -# continuous scale, legend on top - -gg2 <- statebins_continuous(dat, "state", "avgshare01_07", - legend_title="Share of workforce with jobs lost or threatened by trade", legend_position="top", - brewer_pal="OrRd", text_color="black", font_size=3, - plot_title="2001-2007", title_position="bottom") - -gg2 - -# continuous scale, no legend - -gg3 <- statebins_continuous(dat, "state", "avgshare08_12", - legend_title="States", legend_position="none", - brewer_pal="Purples", text_color="black", font_size=3, - plot_title="2008-2012", title_position="bottom") - -gg3 - -# or, more like the one in the WaPo article; i might be picking the wrong columns here. it's just for an example - -sb <- function(col, title) { - statebins(dat, "state",col, brewer_pal="Blues", text_color="black", legend_position="none", font_size=3, plot_title=title, breaks=4, labels=1:4) -} -``` - -```{r eval=FALSE} -# cheating and using

to arrange them below and also making a WaPo-like legend, -# since mucking with grid graphics margins/padding was not an option time-wise at the moment - -sb("avgshare94_00", "1994-2000") -sb("avgshare01_07", "2001-2007") -sb("avgshare08_12", "2008-2012") -``` - - - - - -
![img](./tmp/statebins-composite.png)
- -And, we'll throw in a gratuitous animation for good measure: - -```{r eval=FALSE} -# data set from StatsAmerica - http://www.statsamerica.org/profiles/sip_index.html - -# median household income from the ACS survey -miacs <- read.csv("http://dds.ec/data/median-income-acs.csv", header=TRUE, stringsAsFactors=FALSE) - -# generate frames based on year -sapply(unique(miacs$year), function(year) { - - png(file=sprintf("tmp/household%d.png", year), - type="quartz", antialias="subpixel", width=800, height=600) - - rng <- floor(range(miacs[miacs$year==year,]$mh_inc)) - - ggtmp <- statebins(miacs[miacs$year==year,], "state", "mh_inc", - legend_title="States", legend_position="none", - brewer_pal="Greens", text_color="black", font_size=3, - plot_title=sprintf("Median Household Income (ACS) %d\n$%s - $%s", year, comma(rng[1]), comma(rng[2])), title_position="top") - - print(ggtmp) - - dev.off() - -}) - -# animate them with ImageMagick -system("convert -background white -alpha remove -layers OptimizePlus -delay 150 tmp/*.png -loop 1 tmp/household.gif") -``` - -
![img](./tmp/household.gif)
- -### Test Results - -```{r} -library(statebins) -library(testthat) - -date() - -test_dir("tests/") -``` - diff --git a/_README_files/figure-markdown_github/unnamed-chunk-31.png b/_README_files/figure-markdown_github/unnamed-chunk-31.png index 95874e1a288d2d284b0196b11819ca63317153cb..6cb9d36fe04e035e933ea93975de37004bc0f377 100644 GIT binary patch literal 34898 zcmeFZRa9JEw=D_;4H`&r_ux)&2oM~Cy9IZ*!X>!71a~L66`J7g?(Xh#ihu9#gMIJg zJ@>Zza9Udr)M{0%F~{sfdLOeY=)1HC;(P4(U|?W~VxmHFU|2xuU#!0}gg+ z7qnPR?x8q(?(Pf~=>{izP$3S?{BCWLjH@?0^aD8m>^o#pZX!hJAFi`kZPjA(0aQg| zqOLoCkcr3-p%hn}9Dh*A|IxU->*rYJ*yh^Snit~HHmOO*QVfhQE=wIIjf=@gk4=*b z9;=#=csEhJD@_~KKZr`#{^@#Xe-$qnw*N5d=t=sDq!kddFd9TG(`NYz&mHRqL3Uum ztXASNB)!|Pb-rg}ziC#s-F-eg60rCr>;C`minMrq4$vA;?!X#j#GLccYC zaKj76i?6!0xd3W#jFX)?3;j$&+03%6P++bsSydMPktvBwE28JKMN?cyEI~g~qhlsk zKe~9==q|ZusUg7V!`uv1QyRuxWcuRRfju;)%M4#LC;b*Q?!4xN+>hGqHjy16ArfhH z+8>jJ;#@i3)0kra0Kc(ulQH%9{p{@5Wh9mvLp5J?;fPr8_6x1V0Mcg3=5lqHTetT9 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