Approach:
I’d first make just a simple call to API to make sure I can connect.
I chose the 4 questions I’d want to be answered.
library(httr2)
library(tidyverse)
── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr 1.2.1 ✔ readr 2.2.0
✔ forcats 1.0.1 ✔ stringr 1.6.0
✔ ggplot2 4.0.3 ✔ tibble 3.3.1
✔ lubridate 1.9.5 ✔ tidyr 1.3.2
✔ purrr 1.2.1
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag() masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
library("DT")
req<- request("https://api.nobelprize.org/2.1/nobelPrizes")
#actually performing the request
resp<-req_perform(req)
data<-resp_body_json(resp)
prizes <- data$nobelPrizes
prizes_df <- do.call(rbind, lapply(prizes, function(x) {
data.frame(
AwardYear = x$awardYear,
category = x$category,
PrizeAmount = x$prizeAmount
)
}))
datatable(prizes_df)
Question 1:
What is the basic criteria for choosing the nominees?
Question 2:
Does every category ends up with a winner every year
Question 3:
Does Nobel Prize laureates data seem to be politically motivated at all?
Question 4:
Can peaple that have passed away get nobel prize?