Just a quick first analysis showing the leader at Smågan in different years
For men
library(arrow)
library(dplyr)
vasadata <- read_parquet("https://data.markuskainu.fi/vasaloppetdata/opendata/men_total.parquet")
vasadata %>%
group_by(year) %>%
filter(split == "Smågan", place_split == 1) %>%
select(year,name,time_split) %>%
knitr::kable()
| 2015 |
Södergren, Anders (SWE) |
00:30:49 |
| 2016 |
Gifstad, Thomas (NOR) |
00:32:36 |
| 2017 |
Vinje, Vegard (NOR) |
00:31:30 |
| 2018 |
Srail, Jan (CZE) |
00:33:39 |
| 2019 |
Jonsson, Olle (SWE) |
00:36:00 |
| 2020 |
Mäenpää, Viktor (FIN) |
00:35:39 |
| 2022 |
Stadaas, Kasper (NOR) |
00:28:13 |
| 2023 |
Moen, Vebjörn (NOR) |
00:30:54 |
| 2024 |
Syrstad, Torleif (NOR) |
00:30:47 |
For women
vasadata <- read_parquet("https://data.markuskainu.fi/vasaloppetdata/opendata/women_total.parquet")
vasadata %>%
group_by(year) %>%
filter(split == "Smågan", place_split == 1) %>%
select(year,name,time_split) %>%
knitr::kable()
| 2015 |
Johansson Norgren, Britta (SWE) |
00:34:24 |
| 2016 |
Johansson Norgren, Britta (SWE) |
00:33:03 |
| 2017 |
Johansson Norgren, Britta (SWE) |
00:34:01 |
| 2018 |
Johansson Norgren, Britta (SWE) |
00:37:12 |
| 2019 |
Smutna, Katerina (CZE) |
00:36:25 |
| 2020 |
Korsgren, Lina (SWE) |
00:36:41 |
| 2022 |
Johansson Norgren, Britta (SWE) |
00:30:35 |
| 2023 |
Öyre Slind, Astrid (NOR) |
00:32:09 |
| 2024 |
Fleten, Emilie (NOR) |
00:33:49 |