File:BoltonNEGraph.svg

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Summary

Description
English: Election results for Bolton North East constituency, 1997–2017.
Date
Source Own work
Author Dnisbet

Notes

The Background colour indicates the party of the sitting MP at any given year.

The election held in 1922 does not appear on this graph. Only one candidate (National Liberal) stood at this election and so no votes were cast, the candidate being elected unopposed. A gap in the plot indicates the missing election.

Graph drawn with R.

Parties:

Data used:

Year Conservative Labour Liberal UKIP Other
1997.42 30.4 56.1 9.9 2.6
2001.5 32.7 54.3 10.3 2.0
2005.42 34.6 45.7 16.4 1.7 1.6
2010.35 36.5 45.9 13.0 4.2 0.4
2015.35 32.8 43 2.9 18.8 2.6
2017.44 42.2 50.6 2.9 3.5 0.8
2019.44 45.4 44.5 4.2 0 6.2

Code:

The graph was produced with R. The following code will reproduce the graph using the data on this page.

  library(tidyverse)
  library(htmltab)
  
  election_graph <- function(pageURL) {
    election <- htmltab(pageURL,
                        which = 2,
                        rm_nodata_cols = F)
    election <- as.tibble(lapply(election, function(x) {gsub("unopp", "100", x)}))
    
    tidy_election <- gather(election, "Party", "Votes", 2:length(election))
    tidy_election$Year <- as.numeric(tidy_election$Year)
    tidy_election$Party <- factor(tidy_election$Party, levels = c("Conservative", "Labour", "Liberal", "Green", "SNP", "UKIP", "Other"))
    tidy_election$Votes <- as.numeric(tidy_election$Votes)
    
    election_victor <- tidy_election %>% filter(is.na(Votes) == FALSE) %>% group_by(Year) %>% summarize(Party = Party[which(Votes == max(Votes))])
    election_victor$Year <- as.numeric(election_victor$Year)
    election_victor$start_year <- election_victor$Year
    election_victor$end_year <- c(election_victor$Year[-1], ceiling(election_victor$Year[length(election_victor$Year)] + 1))
    election_victor[1,3] <- floor(election_victor[1,3] - 1)
    
    tidy_election$Votes <- as.numeric(sapply(tidy_election$Votes, function(x) {gsub(100, NA, x)}))
    
    party_colours <- c("#0087DC", "#DC241F", "#FAA61A", "#008066", "#FFF95D", "#EFE600", "dark grey")
    names(party_colours) <- c("Conservative", "Labour", "Liberal", "Green", "SNP", "UKIP", "Other")
    
    ggplot(tidy_election) +
      geom_rect(data = election_victor,
                aes(xmin = start_year,xmax = end_year, ymin = -Inf, ymax = Inf, fill = Party),
                alpha = 0.35,
                show.legend = F) +
      geom_line(aes(x = Year, y = Votes, colour = Party), size = 0.703) +
      geom_point(aes(x = Year, y = Votes, colour = Party)) +
      geom_hline(yintercept = 100, color="black", size = 1.5) +
      geom_vline(xintercept = 2019, color="black", size = 1.5) +
      scale_colour_manual(values = party_colours) +
      scale_fill_manual(values = party_colours) +
      theme(text = element_text(color="black", size = 14),
            axis.text = element_text(color="black", size = 11),
            axis.line.x = element_line(color="black", size = 0.703),
            axis.ticks.x = element_line(color="black", size = 0.703),
            axis.line.y = element_line(color="black", size = 0.703),
            axis.ticks.y = element_line(color="black", size = 0.703),
            axis.ticks.length = unit(5, "points"),
            panel.grid.major = element_line(color="blue", size = 0.5, linetype = 3),
            panel.grid.minor = element_blank(),
            panel.background = element_blank(),
            legend.position = c(.98, .97),
            legend.direction = "horizontal",
            legend.text = element_text(color="black", size = 11),
            legend.title=element_blank(),
            legend.justification = c("right", "top"),
            legend.box.just = "right",
            legend.key = element_blank(),
            legend.background = element_rect(fill = "white", colour = "black"),
            legend.margin = margin(0, 4, 4, 4)) +
      scale_x_continuous(expand = c(0, 0), limits = c(election_victor[[1,3]], election_victor$end_year[length(election_victor$end_year)]), breaks = seq(1890, 2010, 10)) +
      scale_y_continuous(expand = c(0, 0), limits = c(0, 100), breaks = seq(0, 100, 20)) +
      labs(x = "Year", y = "Percentage Vote")
  }
  
  election_graph("https://commons.wikimedia.org/wiki/File:BoltonNEGraph.svg")
  
  ggsave("BoltonNEGraph.svg", device = "svg", units = "cm", width = 20, height = 11, dpi = 120)

Licensing

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w:en:Creative Commons
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You are free:
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Captions

Results for the Bolton North East Constituency

Items portrayed in this file

depicts

31 October 2019

image/svg+xml

9a9ce46ab4cee5ecd2b250b3d50be725a3e09131

16,186 byte

282 pixel

512 pixel

File history

Click on a date/time to view the file as it appeared at that time.

Date/TimeThumbnailDimensionsUserComment
current13:07, 31 October 2019Thumbnail for version as of 13:07, 31 October 2019512 × 282 (16 KB)DnisbetAdded previous elections to 1997
12:42, 31 October 2019Thumbnail for version as of 12:42, 31 October 2019512 × 282 (11 KB)Dnisbet{{Information |description ={{en|1=Graph of election results in Bolton North East Constituency over time}} |date =2019-10-31 |source =own |author =dnisbet }}
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