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 |