/
code.R
54 lines (44 loc) · 1.27 KB
/
code.R
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setwd("~/Developer/himym-dialog")
library(ggplot2)
library(treemapify)
#==========================================================
# Read & clean data
#==========================================================
data = read.csv("data.csv")
data$speaker[which(data$speaker == "LILY")] = "Lily"
data$speaker[which(data$speaker == "MARSHALL")] = "Marshall"
data$speaker[which(data$speaker == "TED")] = "Ted"
data$speaker[which(data$speaker == "BARNEY")] = "Barney"
data$speaker[which(data$speaker == "ROBIN")] = "Robin"
main_characters = c(
"Lily",
"Marshall",
"Ted",
"Barney",
"Robin"
)
data = subset(data, data$speaker %in% main_characters)
temp = subset(data, data$season == 1)
#==========================================================
# Aggregations
#==========================================================
by_speaker_by_episode = aggregate(
data$num_words,
by = list(
season = data$season,
episode = data$episode,
speaker = data$speaker
),
sum
)
by_speaker_by_episode$episode_count = 1
num_episodes_per_season = aggregate(
by_speaker_by_episode$episode,
by = list(
season = by_speaker_by_episode$season
),
max
)
#==========================================================
# Plots
#==========================================================