Visualizing a unique Numeric variable
A collection of common
dataviz caveats
by Data-to-Viz.com
This document gives a few suggestions to analyse a
dataset composed by a unique numeric variable.
It considers the
night price of about 10,000 Airbnb
appartements on the French Riviera in France.
This example dataset
has been downloaded from the Airbnb website and
is available on this Github
repository. Basically it looks like the table beside.
# Libraries
library(tidyverse)
library(hrbrthemes)
library(kableExtra)
options(knitr.table.format = "html")
# Load dataset from github
data <- read.table("https://raw.githubusercontent.com/holtzy/data_to_viz/master/Example_dataset/1_OneNum.csv", header=TRUE)
# show data
data %>% head(6) %>% kable() %>%
kable_styling(bootstrap_options = "striped", full_width = F)| price |
|---|
| 75 |
| 104 |
| 369 |
| 300 |
| 92 |
| 64 |
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A work by Yan Holtz for data-to-viz.com