--- title: "Data" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{data} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- Scraping large datasets from the NCAA stats pages can take a long time. So I have already scraped all of the data from 2020-2024 and stored it here. This currently includes team and player season data, team and player match data, and match play-by-play data for women's and men's Division 1, 2, and 3 volleyball from 2020-2024. Each sport (`wvb` = women's, `mvb` = men's), data level (`teamseason` = team season, `playerseason` = player season, `teammatch` = team match, `playermatch` = player match, `pbp` = match play-by-play), division (1, 2, 3), and year (2020-2024) combination is a separate file.
Team season statistics * [Women's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div1_2020.csv) * [Women's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div1_2021.csv) * [Women's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div1_2022.csv) * [Women's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div1_2023.csv) * [Women's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div1_2024.csv) * [Women's Division 2 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div2_2020.csv) * [Women's Division 2 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div2_2021.csv) * [Women's Division 2 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div2_2022.csv) * [Women's Division 2 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div2_2023.csv) * [Women's Division 2 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div2_2024.csv) * [Women's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div3_2020.csv) * [Women's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div3_2021.csv) * [Women's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div3_2022.csv) * [Women's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div3_2023.csv) * [Women's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teamseason_div3_2024.csv) * [Men's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div1_2020.csv) * [Men's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div1_2021.csv) * [Men's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div1_2022.csv) * [Men's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div1_2023.csv) * [Men's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div1_2024.csv) * [Men's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div3_2020.csv) * [Men's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div3_2021.csv) * [Men's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div3_2022.csv) * [Men's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div3_2023.csv) * [Men's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teamseason_div3_2024.csv)
Team match statistics * [Women's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div1_2020.csv) * [Women's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div1_2021.csv) * [Women's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div1_2022.csv) * [Women's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div1_2023.csv) * [Women's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div1_2024.csv) * [Women's Division 2 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div2_2020.csv) * [Women's Division 2 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div2_2021.csv) * [Women's Division 2 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div2_2022.csv) * [Women's Division 2 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div2_2022.csv) * [Women's Division 2 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div2_2024.csv) * [Women's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div3_2020.csv) * [Women's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div3_2021.csv) * [Women's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div3_2022.csv) * [Women's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div3_2023.csv) * [Women's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_teammatch_div3_2024.csv) * [Men's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div1_2020.csv) * [Men's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div1_2021.csv) * [Men's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div1_2022.csv) * [Men's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div1_2023.csv) * [Men's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div1_2024.csv) * [Men's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div3_2020.csv) * [Men's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div3_2021.csv) * [Men's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div3_2022.csv) * [Men's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div3_2023.csv) * [Men's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_teammatch_div3_2024.csv)
Player season statistics * [Women's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div1_2020.csv) * [Women's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div1_2021.csv) * [Women's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div1_2022.csv) * [Women's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div1_2023.csv) * [Women's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div1_2024.csv) * [Women's Division 2 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div2_2020.csv) * [Women's Division 2 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div2_2021.csv) * [Women's Division 2 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div2_2022.csv) * [Women's Division 2 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div2_2023.csv) * [Women's Division 2 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div2_2024.csv) * [Women's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div3_2020.csv) * [Women's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div3_2021.csv) * [Women's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div3_2022.csv) * [Women's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div3_2023.csv) * [Women's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playerseason_div3_2024.csv) * [Men's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div1_2020.csv) * [Men's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div1_2021.csv) * [Men's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div1_2022.csv) * [Men's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div1_2023.csv) * [Men's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div1_2024.csv) * [Men's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div3_2020.csv) * [Men's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div3_2021.csv) * [Men's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div3_2022.csv) * [Men's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div3_2023.csv) * [Men's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playerseason_div3_2024.csv)
Player match statistics * [Women's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div1_2020.csv) * [Women's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div1_2021.csv) * [Women's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div1_2022.csv) * [Women's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div1_2023.csv) * [Women's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div1_2024.csv) * [Women's Division 2 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div2_2020.csv) * [Women's Division 2 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div2_2021.csv) * [Women's Division 2 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div2_2022.csv) * [Women's Division 2 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div2_2023.csv) * [Women's Division 2 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div2_2024.csv) * [Women's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div3_2020.csv) * [Women's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div3_2021.csv) * [Women's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div3_2022.csv) * [Women's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div3_2023.csv) * [Women's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_playermatch_div3_2024.csv) * [Men's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div1_2020.csv) * [Men's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div1_2021.csv) * [Men's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div1_2022.csv) * [Men's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div1_2023.csv) * [Men's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div1_2024.csv) * [Men's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div3_2020.csv) * [Men's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div3_2021.csv) * [Men's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div3_2022.csv) * [Men's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div3_2023.csv) * [Men's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_playermatch_div3_2024.csv)
Match play-by-play statistics * [Women's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div1_2020.csv) * [Women's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div1_2021.csv) * [Women's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div1_2022.csv) * [Women's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div1_2023.csv) * [Women's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div1_2024.csv) * [Women's Division 2 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div2_2020.csv) * [Women's Division 2 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div2_2021.csv) * [Women's Division 2 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div2_2022.csv) * [Women's Division 2 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div2_2023.csv) * [Women's Division 2 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div2_2024.csv) * [Women's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div3_2020.csv) * [Women's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div3_2021.csv) * [Women's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div3_2022.csv) * [Women's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div3_2023.csv) * [Women's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/wvb_pbp_div3_2024.csv) * [Men's Division 1 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div1_2020.csv) * [Men's Division 1 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div1_2021.csv) * [Men's Division 1 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div1_2022.csv) * [Men's Division 1 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div1_2023.csv) * [Men's Division 1 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div1_2024.csv) * [Men's Division 3 2020](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div3_2020.csv) * [Men's Division 3 2021](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div3_2021.csv) * [Men's Division 3 2022](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div3_2022.csv) * [Men's Division 3 2023](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div3_2023.csv) * [Men's Division 3 2024](https://media.githubusercontent.com/media/JeffreyRStevens/ncaavolleyballr/refs/heads/main/data-csv/mvb_pbp_div3_2024.csv)