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# load packages | |
library(readr) | |
library(tidyr) | |
library(ggplot2) | |
library(gifski) | |
library(gganimate) | |
library(dplyr) | |
# load data | |
tst <- readr::read_csv("https://elpais.com/especiales/2019/elecciones-generales/encuestas-electorales/ficheros/tabla.csv?1554807308", | |
col_types = cols( | |
date = col_date(format = "%d/%m/%y"), | |
house = col_character(), | |
sample = col_double(), | |
turnout = col_double(), | |
PP = col_double(), | |
PSOE = col_double(), | |
UP = col_double(), | |
Cs = col_double(), | |
ERC = col_double(), | |
PDC = col_double(), | |
PNV = col_double(), | |
PAC = col_double(), | |
BIL = col_double(), | |
CC = col_double(), | |
VOX = col_double(), | |
COM = col_double() | |
)) | |
# preparing and plotting | |
gga <- | |
tst %>% | |
select(date, house, PP, PSOE, UP, Cs, VOX) %>% | |
gather(key = partido, voto, PP, PSOE, UP, Cs, VOX) %>% | |
filter(!is.na(voto) & house %in% c('cis', 'celeste-tel', 'metroscopia', | |
'gad3', 'invymark', 'sigma dos')) %>% | |
ggplot(aes(x = date, y = voto, color = partido)) + | |
geom_line() + | |
geom_point() + | |
theme_minimal() + | |
scale_color_manual(values=c("#EE9A00", "#27408B", "#8B1A1A","#A020F0", "#458B00")) + | |
labs(x = 'Date', y = 'Vote estimation (%)', color = 'Political Party') + | |
theme(legend.position = "bottom", | |
axis.text = element_text(size=12), | |
axis.title = element_text(size=14, face="bold"), | |
legend.title = element_text(size = 12, face="bold"), | |
legend.text = element_text(size = 12), | |
strip.text = element_text(size = 14)) + | |
facet_wrap(~ house) + | |
transition_reveal(date) + | |
shadow_mark() | |
# plot | |
gganimate::animate(gga, height = 550, width = 900, nframes = 150) |
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