paralympic_1500: Race time for Olympic and Paralympic 1500m.

In openintro: Datasets and Supplemental Functions from 'OpenIntro' Textbooks and Labs

Race time for Olympic and Paralympic 1500m.

Description

Compiled gold medal times for the 1500m race in the Olympic Games and the Paralympic Games. The times given for contestants competing in the Paralympic Games are for athletes with different visual impairments; T11 indicates fully blind (with an option to race with a guide-runner) with T12 and T13 as lower levels of visual impairment.

Usage

paralympic_1500

Format

A data frame with 83 rows and 10 variables.

year

Year the games took place.

city

City of the games.

country_of_games

Country of the games.

division

Division: Men or Women.

type

Type.

name

Name of the athlete.

country_of_athlete

Country of athlete.

time

Time of gold medal race, in m:s.

time_min

Time of gold medal race, in decimal minutes (min + sec/60).

Source

https://www.paralympic.org/ and https://en.wikipedia.org/wiki/1500_metres_at_the_Olympics.

Examples

library(ggplot2)
library(dplyr)

paralympic_1500 |>
  mutate(
    sight_level = case_when(
      type == "T11" ~ "total impairment",
      type == "T12" ~ "some impairment",
      type == "T13" ~ "some impairment",
      type == "Olympic" ~ "no impairment"
    )
  ) |>
  filter(division == "Men", year > 1920) |>
  filter(type == "Olympic" | type == "T11") |>
  ggplot(aes(x = year, y = time_min, color = sight_level, shape = sight_level)) +
  geom_point() +
  scale_x_continuous(breaks = seq(1924, 2020, by = 8)) +
  labs(
    title = "Men's Olympic and Paralympic 1500m race times",
    x = "Year",
    y = "Time of Race (minutes)",
    color = "Sight level",
    shape = "Sight level"
  )

openintro documentation built on June 22, 2024, 7:37 p.m.