hrbrmstr
9 years ago
4 changed files with 1 additions and 430 deletions
File diff suppressed because one or more lines are too long
@ -1,182 +0,0 @@ |
|||
<!-- output: html_document --> |
|||
|
|||
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} |
|||
devtools::install_github("hrbrmstr/statebins") |
|||
``` |
|||
|
|||
### 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} |
|||
library(statebins) |
|||
|
|||
# current verison |
|||
packageVersion("statebins") |
|||
``` |
|||
|
|||
## [1] '1.0' |
|||
|
|||
``` {.r} |
|||
# 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 |
|||
``` |
|||
|
|||
 |
|||
|
|||
``` {.r} |
|||
# 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 |
|||
``` |
|||
|
|||
 |
|||
|
|||
``` {.r} |
|||
# 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 |
|||
``` |
|||
|
|||
 |
|||
|
|||
``` {.r} |
|||
# 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} |
|||
# cheating and using <table> 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") |
|||
``` |
|||
|
|||
<!-- uncomment the following and add backticks where appropriate and remove the reference to --> |
|||
<!-- the static image when the rmarkdown output is HTML and this will work fine. github does not render the markdown properly --> |
|||
<!-- |
|||
<span style="font-size:17px; color:#333;">Share of workforce with jobs lost or threatened by trade</span><br/> |
|||
|
|||
<table style="width:200px" cellpadding=0, cellspacing=0><tr style="line-height:10px"> |
|||
<td width="25%" style="background:#EFF3FF;"> </td> |
|||
<td width="25%" style="background:#BDD7E7;"> </td> |
|||
<td width="25%" style="background:#6BAED6;"> </td> |
|||
<td width="25%" style="background:#2171B5;"> </td></tr> |
|||
<tr><td colspan=2 align="left" style="font-size:14px">Smallest share</td><td colspan=2 align="right" style="font-size:14px">Largest</td></tr> |
|||
</table> |
|||
|
|||
<table width="100%" cellpadding="0" cellspacing="0"> |
|||
<tr><td width="50%"> |
|||
|
|||
{r f1994, echo=FALSE, fig.width=6, fig.height=5} |
|||
sb("avgshare94_00", "1994-2000") |
|||
|
|||
</td><td width="50%"> |
|||
|
|||
{r f2001, echo=FALSE, fig.width=6, fig.height=5, results='asis'} |
|||
sb("avgshare01_07", "2001-2007") |
|||
|
|||
</td></tr><tr><td width="50%"> |
|||
|
|||
{r f2008, echo=FALSE, fig.width=6, fig.height=5, results='asis'} |
|||
sb("avgshare08_12", "2008-2012") |
|||
|
|||
</td><td width="50%"> </td></tr></table> |
|||
|
|||
--> |
|||
|
|||
 |
|||
|
|||
And, we'll throw in a gratuitous animation for good measure: |
|||
|
|||
``` {.r} |
|||
# 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") |
|||
``` |
|||
|
|||
<center> |
|||
 |
|||
</embed></center> |
|||
|
|||
### Test Results |
|||
|
|||
``` {.r} |
|||
library(statebins) |
|||
library(testthat) |
|||
|
|||
date() |
|||
``` |
|||
|
|||
## [1] "Tue Aug 26 15:34:24 2014" |
|||
|
|||
``` {.r} |
|||
test_dir("tests/") |
|||
``` |
|||
|
|||
## basic functionality : |
|||
Loading…
Reference in new issue