I get this error when I try to plot an animated scatter plot:
Error: Aesthetics must be either length 1 or the same as the data (1704): x, y, size, colour, frame
This is the code and my data is attached:
library(readxl)
Africa <- read_excel("C:/Users/jxt161530/Dropbox/Data Visualization/Final project/Final Presentation/Africa.xlsx")
View(Africa)
library(gapminder)
library(ggplot2)
theme_set(theme_bw())
p <- ggplot(gapminder, aes(Africa$Manuf, Africa$Rents, size = Africa$Pop, color = Africa$Country, frame = Africa$Year)) +
geom_point() +
scale_x_log10()
library(gganimate)
gganimate(p)
#Error message: Error: Aesthetics must be either length 1 or the same as the data (1704): x, y, size, colour, frame
The expected output is something like this:
https://github.com/dgrtwo/gganimate/blob/master/README/README-fig-unnamed-chunk-3-.gif
Also, I want to plot two lines on a graph of “Manuf” for only two countries (Ghana and Ivory Coast) and animate the two lines to look like the one in this link: http://lenkiefer.com/2018/01/17/simple-animated-line-plot/
Data:
| Country | Year | Manuf | Pop | Rents | Gov |
|---|---|---|---|---|---|
| Ghana | 1996 | 4.00 | 9.00 | 4.00 | 7.00 |
| Ghana | 1997 | 4.30 | 10.00 | 6.00 | 6.00 |
| Ghana | 1998 | 3.90 | 11.00 | 7.00 | 7.00 |
| Ghana | 1999 | 3.50 | 12.00 | 5.00 | 5.00 |
| Ghana | 2000 | 3.80 | 13.00 | 4.00 | 6.00 |
| Ghana | 2001 | 4.40 | 14.00 | 3.00 | 5.00 |
| Ghana | 2002 | 5.60 | 15.00 | 2.00 | 6.00 |
| Ghana | 2003 | 5.30 | 16.00 | 8.00 | 8.00 |
| Ghana | 2004 | 5.40 | 17.00 | 9.00 | 9.00 |
| Ghana | 2005 | 6.30 | 18.00 | 8.00 | 7.00 |
| Ghana | 2006 | 7.00 | 19.00 | 6.00 | 8.00 |
| Ghana | 2007 | -1.22 | 20.00 | 7.00 | 8.00 |
| Ghana | 2008 | 3.70 | 21.00 | 10.00 | 8.00 |
| Ghana | 2009 | -1.31 | 22.00 | 12.00 | 5.00 |
| Ghana | 2010 | 7.60 | 23.00 | 16.00 | 6.00 |
| Ghana | 2011 | 17.00 | 24.00 | 15.00 | 5.00 |
| Ghana | 2012 | 1.95 | 25.00 | 16.00 | 6.00 |
| Ghana | 2013 | -0.50 | 26.00 | 17.00 | 7.00 |
| Ghana | 2014 | -0.82 | 27.00 | 16.00 | 8.00 |
| Ghana | 2015 | 2.22 | 28.00 | 14.00 | 9.00 |
| Ghana | 2016 | 2.00 | 29.00 | 16.00 | 8.00 |
| Ivory_Coast | 1996 | 14.00 | 6.00 | 1.00 | 4.00 |
| Ivory_Coast | 1997 | 15.00 | 7.00 | 1.00 | 5.00 |
| Ivory_Coast | 1998 | 12.80 | 8.00 | 2.00 | 6.00 |
| Ivory_Coast | 1999 | 14.30 | 9.00 | 2.00 | 5.00 |
| Ivory_Coast | 2000 | 14.90 | 10.00 | 1.00 | 3.00 |
| Ivory_Coast | 2001 | 10.20 | 11.00 | 3.00 | 4.00 |
| Ivory_Coast | 2002 | 9.30 | 12.00 | 2.00 | 2.00 |
| Ivory_Coast | 2003 | 6.30 | 13.00 | 5.00 | 6.00 |
| Ivory_Coast | 2004 | 4.30 | 14.00 | 3.00 | 7.00 |
| Ivory_Coast | 2005 | 3.90 | 15.00 | 4.00 | 6.00 |
| Ivory_Coast | 2006 | 2.20 | 16.00 | 2.00 | 5.00 |
| Ivory_Coast | 2007 | -1.80 | 17.00 | 3.00 | 7.00 |
| Ivory_Coast | 2008 | 3.00 | 18.00 | 5.00 | 5.00 |
| Ivory_Coast | 2009 | -0.33 | 19.00 | 4.00 | 6.00 |
| Ivory_Coast | 2010 | -0.96 | 20.00 | 2.00 | 5.00 |
| Ivory_Coast | 2011 | -11.11 | 21.00 | 6.00 | 5.00 |
| Ivory_Coast | 2012 | 6.75 | 22.00 | 5.00 | 6.00 |
| Ivory_Coast | 2013 | 18.51 | 23.00 | 7.00 | 5.00 |
| Ivory_Coast | 2014 | 4.17 | 24.00 | 2.00 | 7.00 |
| Ivory_Coast | 2015 | 2.82 | 25.00 | 4.00 | 5.00 |
| Ivory_Coast | 2016 | 6.35 | 26.00 | 6.00 | 8.00 |
| Botswana | 1996 | -0.66 | 0.80 | 2.60 | 6.00 |
| Botswana | 1997 | 6.57 | 0.80 | 4.60 | 5.00 |
| Botswana | 1998 | -1.53 | 0.89 | 5.60 | 6.00 |
| Botswana | 1999 | 6.67 | 0.89 | 3.60 | 4.00 |
| Botswana | 2000 | 6.81 | 0.90 | 2.60 | 5.00 |
| Botswana | 2001 | 0.41 | 0.90 | 1.60 | 4.00 |
| Botswana | 2002 | 12.75 | 0.95 | 0.60 | 5.00 |
| Botswana | 2003 | 1.84 | 0.95 | 6.60 | 7.00 |
| Botswana | 2004 | -1.15 | 1.00 | 7.60 | 8.00 |
| Botswana | 2005 | 5.64 | 1.00 | 6.60 | 6.00 |
| Botswana | 2006 | 7.80 | 1.20 | 4.60 | 7.00 |
| Botswana | 2007 | 2.01 | 1.30 | 5.60 | 7.00 |
| Botswana | 2008 | 0.09 | 1.30 | 8.60 | 7.00 |
| Botswana | 2009 | -27.03 | 1.50 | 10.60 | 4.00 |
| Botswana | 2010 | 13.13 | 1.50 | 14.60 | 5.00 |
| Botswana | 2011 | 1.46 | 1.80 | 13.60 | 4.00 |
| Botswana | 2012 | 0.30 | 1.80 | 14.60 | 5.00 |
| Botswana | 2013 | 16.13 | 2.00 | 15.60 | 6.00 |
| Botswana | 2014 | -0.47 | 2.20 | 14.60 | 7.00 |
| Botswana | 2015 | -8.94 | 2.20 | 12.60 | 8.00 |
| Botswana | 2016 | 1.28 | 2.30 | 14.60 | 7.00 |
| Namibia | 1996 | -5.88 | 0.97 | 0.96 | 3.00 |
| Namibia | 1997 | 6.44 | 0.97 | 0.96 | 4.00 |
| Namibia | 1998 | 5.03 | 1.06 | 1.96 | 5.00 |
| Namibia | 1999 | 1.59 | 1.06 | 1.96 | 4.00 |
| Namibia | 2000 | 1.93 | 1.07 | 0.96 | 2.00 |
| Namibia | 2001 | 1.54 | 1.07 | 2.96 | 3.00 |
| Namibia | 2002 | 8.73 | 1.15 | 1.96 | 1.00 |
| Namibia | 2003 | 5.47 | 1.16 | 4.96 | 5.00 |
| Namibia | 2004 | 4.30 | 1.19 | 2.96 | 6.00 |
| Namibia | 2005 | 0.86 | 1.20 | 3.96 | 5.00 |
| Namibia | 2006 | 15.01 | 1.37 | 1.96 | 4.00 |
| Namibia | 2007 | 8.48 | 1.47 | 2.96 | 6.00 |
| Namibia | 2008 | 3.90 | 1.47 | 4.96 | 4.00 |
| Namibia | 2009 | -15.88 | 1.67 | 3.96 | 5.00 |
| Namibia | 2010 | 12.08 | 1.67 | 1.96 | 4.00 |
| Namibia | 2011 | 2.44 | 2.00 | 5.96 | 4.00 |
| Namibia | 2012 | 7.46 | 2.00 | 4.96 | 5.00 |
| Namibia | 2013 | 9.30 | 2.45 | 6.96 | 4.00 |
| Namibia | 2014 | 4.39 | 2.45 | 1.96 | 6.00 |
| Namibia | 2015 | 2.99 | 2.48 | 3.96 | 4.00 |
| Namibia | 2016 | -7.11 | 2.48 | 3.99 | 7.00 |