Load hoopR NBA Stats draft combine tables
Source:R/load_nba_stats_extra.R
load_nba_stats_draft_combine.RdFive loaders for the five tables of the
nba_stats_draft_combine release, one file per table per season:
load_nba_stats_draft_combine_stats() (draftcombinestats, the
one-row-per-prospect summary of every measurement),
load_nba_stats_draft_combine_anthro() (draftcombineplayeranthro,
body measurements), load_nba_stats_draft_combine_drills()
(draftcombinedrillresults, vertical leaps, agility and sprint),
load_nba_stats_draft_combine_spot_shooting()
(draftcombinespotshooting, made/attempted from five floor spots at 15
feet, the college three and the NBA three) and
load_nba_stats_draft_combine_nonstationary_shooting()
(draftcombinenonstationaryshooting, off-the-dribble and on-the-move
shooting).
The combine is held in May before the draft, so the season's START year
is the combine year: seasons = 2024 reads the 2024 combine (the
..._2025 asset). Columns a year's combine did not measure are all NA.
Usage
load_nba_stats_draft_combine_stats(
seasons = most_recent_nba_stats_season(),
...,
dbConnection = NULL,
tablename = NULL
)
load_nba_stats_draft_combine_anthro(
seasons = most_recent_nba_stats_season(),
...,
dbConnection = NULL,
tablename = NULL
)
load_nba_stats_draft_combine_drills(
seasons = most_recent_nba_stats_season(),
...,
dbConnection = NULL,
tablename = NULL
)
load_nba_stats_draft_combine_spot_shooting(
seasons = most_recent_nba_stats_season(),
...,
dbConnection = NULL,
tablename = NULL
)
load_nba_stats_draft_combine_nonstationary_shooting(
seasons = most_recent_nba_stats_season(),
...,
dbConnection = NULL,
tablename = NULL
)Source
The nba_stats_draft_combine release: https://github.com/sportsdataverse/sportsdataverse-data/releases/tag/nba_stats_draft_combine, published by https://github.com/sportsdataverse/hoopR-nba-stats-data.
Arguments
- seasons
A vector of 4-digit years – the season's START year, i.e. the year of the combine. Published coverage starts at 2000. Pass
seasons = TRUEfor every published season.- ...
Additional arguments passed to an underlying function that writes the season data into a database.
- dbConnection
A
DBIConnectionobject, as returned byDBI::dbConnect()- tablename
The name of the data table within the database
Value
A hoopR_data tibble with one row per prospect (load_nba_stats_draft_combine_stats()).
| col_name | types | description |
| season | integer | END year of the season the draft class enters (2025 = the May 2024 combine for the 2024 draft) – one more than the seasons argument. |
| player_id | integer | stats.nba.com player identifier (PERSON_ID). |
| first_name | character | Participant's first name. |
| last_name | character | Participant's last name. |
| player_name | character | Participant's full name. |
| position | character | Position listed by the combine (e.g. 'PG', 'SF-PF'). |
| height_wo_shoes | numeric | Height without shoes, in inches. |
| height_wo_shoes_ft_in | character | Height without shoes as feet-and-inches text (e.g. "6' 5.75”"). |
| height_w_shoes | numeric | Height in shoes, in inches; NA in recent combines, which stopped measuring it. |
| height_w_shoes_ft_in | character | Height in shoes as feet-and-inches text; NA when not measured. |
| weight | character | Weight in pounds, as text (e.g. '227.80'). |
| wingspan | numeric | Wingspan, in inches. |
| wingspan_ft_in | character | Wingspan as feet-and-inches text. |
| standing_reach | numeric | Standing reach, in inches. |
| standing_reach_ft_in | character | Standing reach as feet-and-inches text. |
| body_fat_pct | numeric | Body-fat percentage; NA in combines that did not publish it. |
| hand_length | numeric | Hand length, in inches. |
| hand_width | numeric | Hand width (span), in inches. |
| standing_vertical_leap | numeric | No-step vertical leap, in inches. |
| max_vertical_leap | numeric | Running (max) vertical leap, in inches. |
| lane_agility_time | numeric | Lane agility drill time, in seconds. |
| modified_lane_agility_time | numeric | Modified (shuttle) lane agility drill time, in seconds. |
| three_quarter_sprint | numeric | Three-quarter-court sprint time, in seconds. |
| bench_press | integer | Repetitions of the 185 lb bench press; NA where not tested. |
| spot_fifteen_corner_left | character | Spot-up shooting from the left corner at 15-foot range, as 'made-attempted' text. |
| spot_fifteen_break_left | character | Spot-up shooting from the left break (wing) at 15-foot range, as 'made-attempted' text. |
| spot_fifteen_top_key | character | Spot-up shooting from the top of the key at 15-foot range, as 'made-attempted' text. |
| spot_fifteen_break_right | character | Spot-up shooting from the right break (wing) at 15-foot range, as 'made-attempted' text. |
| spot_fifteen_corner_right | character | Spot-up shooting from the right corner at 15-foot range, as 'made-attempted' text. |
| spot_college_corner_left | character | Spot-up shooting from the left corner at college three-point range, as 'made-attempted' text. |
| spot_college_break_left | character | Spot-up shooting from the left break (wing) at college three-point range, as 'made-attempted' text. |
| spot_college_top_key | character | Spot-up shooting from the top of the key at college three-point range, as 'made-attempted' text. |
| spot_college_break_right | character | Spot-up shooting from the right break (wing) at college three-point range, as 'made-attempted' text. |
| spot_college_corner_right | character | Spot-up shooting from the right corner at college three-point range, as 'made-attempted' text. |
| spot_nba_corner_left | character | Spot-up shooting from the left corner at NBA three-point range, as 'made-attempted' text. |
| spot_nba_break_left | character | Spot-up shooting from the left break (wing) at NBA three-point range, as 'made-attempted' text. |
| spot_nba_top_key | character | Spot-up shooting from the top of the key at NBA three-point range, as 'made-attempted' text. |
| spot_nba_break_right | character | Spot-up shooting from the right break (wing) at NBA three-point range, as 'made-attempted' text. |
| spot_nba_corner_right | character | Spot-up shooting from the right corner at NBA three-point range, as 'made-attempted' text. |
| off_drib_fifteen_break_left | character | Off-the-dribble shooting from the left break (wing) at 15-foot range, as 'made-attempted' text. |
| off_drib_fifteen_top_key | character | Off-the-dribble shooting from the top of the key at 15-foot range, as 'made-attempted' text. |
| off_drib_fifteen_break_right | character | Off-the-dribble shooting from the right break (wing) at 15-foot range, as 'made-attempted' text. |
| off_drib_college_break_left | character | Off-the-dribble shooting from the left break (wing) at college three-point range, as 'made-attempted' text. |
| off_drib_college_top_key | character | Off-the-dribble shooting from the top of the key at college three-point range, as 'made-attempted' text. |
| off_drib_college_break_right | character | Off-the-dribble shooting from the right break (wing) at college three-point range, as 'made-attempted' text. |
| on_move_fifteen | character | On-the-move shooting at 15-foot range, as 'made-attempted' text. |
| on_move_college | character | On-the-move shooting at college three-point range, as 'made-attempted' text. |
A hoopR_data tibble with one row per prospect (load_nba_stats_draft_combine_anthro()).
| col_name | types | description |
| temp_player_id | integer | Combine participant id; equals player_id in every row checked. |
| player_id | integer | stats.nba.com player identifier (PERSON_ID). |
| first_name | character | Participant's first name. |
| last_name | character | Participant's last name. |
| player_name | character | Participant's full name. |
| position | character | Position listed by the combine (e.g. 'PG', 'SF-PF'). |
| height_wo_shoes | numeric | Height without shoes, in inches. |
| height_wo_shoes_ft_in | character | Height without shoes as feet-and-inches text (e.g. "6' 5.75”"). |
| height_w_shoes | numeric | Height in shoes, in inches; NA in recent combines, which stopped measuring it. |
| height_w_shoes_ft_in | character | Height in shoes as feet-and-inches text; NA when not measured. |
| weight | character | Weight in pounds, as text (e.g. '227.80'). |
| wingspan | numeric | Wingspan, in inches. |
| wingspan_ft_in | character | Wingspan as feet-and-inches text. |
| standing_reach | numeric | Standing reach, in inches. |
| standing_reach_ft_in | character | Standing reach as feet-and-inches text. |
| body_fat_pct | numeric | Body-fat percentage; NA in combines that did not publish it. |
| hand_length | numeric | Hand length, in inches. |
| hand_width | numeric | Hand width (span), in inches. |
| season | integer | END year of the season the draft class enters (2025 = the May 2024 combine for the 2024 draft) – one more than the seasons argument. |
A hoopR_data tibble with one row per prospect (load_nba_stats_draft_combine_drills()).
| col_name | types | description |
| temp_player_id | integer | Combine participant id; equals player_id in every row checked. |
| player_id | integer | stats.nba.com player identifier (PERSON_ID). |
| first_name | character | Participant's first name. |
| last_name | character | Participant's last name. |
| player_name | character | Participant's full name. |
| position | character | Position listed by the combine (e.g. 'PG', 'SF-PF'). |
| standing_vertical_leap | numeric | No-step vertical leap, in inches. |
| max_vertical_leap | numeric | Running (max) vertical leap, in inches. |
| lane_agility_time | numeric | Lane agility drill time, in seconds. |
| modified_lane_agility_time | numeric | Modified (shuttle) lane agility drill time, in seconds. |
| three_quarter_sprint | numeric | Three-quarter-court sprint time, in seconds. |
| bench_press | integer | Repetitions of the 185 lb bench press; NA where not tested. |
| season | integer | END year of the season the draft class enters (2025 = the May 2024 combine for the 2024 draft) – one more than the seasons argument. |
A hoopR_data tibble with one row per prospect (load_nba_stats_draft_combine_spot_shooting()).
| col_name | types | description |
| temp_player_id | integer | Combine participant id; equals player_id in every row checked. |
| player_id | integer | stats.nba.com player identifier (PERSON_ID). |
| first_name | character | Participant's first name. |
| last_name | character | Participant's last name. |
| player_name | character | Participant's full name. |
| position | character | Position listed by the combine (e.g. 'PG', 'SF-PF'). |
| fifteen_corner_left_made | integer | Shots made in the spot-up drill from the left corner at 15-foot range; NA if not run. |
| fifteen_corner_left_attempt | integer | Shots attempted in the spot-up drill from the left corner at 15-foot range; NA if not run. |
| fifteen_corner_left_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the left corner at 15-foot range; NA if not run. |
| fifteen_break_left_made | integer | Shots made in the spot-up drill from the left break (wing) at 15-foot range; NA if not run. |
| fifteen_break_left_attempt | integer | Shots attempted in the spot-up drill from the left break (wing) at 15-foot range; NA if not run. |
| fifteen_break_left_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the left break (wing) at 15-foot range; NA if not run. |
| fifteen_top_key_made | integer | Shots made in the spot-up drill from the top of the key at 15-foot range; NA if not run. |
| fifteen_top_key_attempt | integer | Shots attempted in the spot-up drill from the top of the key at 15-foot range; NA if not run. |
| fifteen_top_key_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the top of the key at 15-foot range; NA if not run. |
| fifteen_break_right_made | integer | Shots made in the spot-up drill from the right break (wing) at 15-foot range; NA if not run. |
| fifteen_break_right_attempt | integer | Shots attempted in the spot-up drill from the right break (wing) at 15-foot range; NA if not run. |
| fifteen_break_right_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the right break (wing) at 15-foot range; NA if not run. |
| fifteen_corner_right_made | integer | Shots made in the spot-up drill from the right corner at 15-foot range; NA if not run. |
| fifteen_corner_right_attempt | integer | Shots attempted in the spot-up drill from the right corner at 15-foot range; NA if not run. |
| fifteen_corner_right_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the right corner at 15-foot range; NA if not run. |
| college_corner_left_made | integer | Shots made in the spot-up drill from the left corner at college three-point range; NA if not run. |
| college_corner_left_attempt | integer | Shots attempted in the spot-up drill from the left corner at college three-point range; NA if not run. |
| college_corner_left_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the left corner at college three-point range; NA if not run. |
| college_break_left_made | integer | Shots made in the spot-up drill from the left break (wing) at college three-point range; NA if not run. |
| college_break_left_attempt | integer | Shots attempted in the spot-up drill from the left break (wing) at college three-point range; NA if not run. |
| college_break_left_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the left break (wing) at college three-point range; NA if not run. |
| college_top_key_made | integer | Shots made in the spot-up drill from the top of the key at college three-point range; NA if not run. |
| college_top_key_attempt | integer | Shots attempted in the spot-up drill from the top of the key at college three-point range; NA if not run. |
| college_top_key_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the top of the key at college three-point range; NA if not run. |
| college_break_right_made | integer | Shots made in the spot-up drill from the right break (wing) at college three-point range; NA if not run. |
| college_break_right_attempt | integer | Shots attempted in the spot-up drill from the right break (wing) at college three-point range; NA if not run. |
| college_break_right_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the right break (wing) at college three-point range; NA if not run. |
| college_corner_right_made | integer | Shots made in the spot-up drill from the right corner at college three-point range; NA if not run. |
| college_corner_right_attempt | integer | Shots attempted in the spot-up drill from the right corner at college three-point range; NA if not run. |
| college_corner_right_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the right corner at college three-point range; NA if not run. |
| nba_corner_left_made | integer | Shots made in the spot-up drill from the left corner at NBA three-point range; NA if not run. |
| nba_corner_left_attempt | integer | Shots attempted in the spot-up drill from the left corner at NBA three-point range; NA if not run. |
| nba_corner_left_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the left corner at NBA three-point range; NA if not run. |
| nba_break_left_made | integer | Shots made in the spot-up drill from the left break (wing) at NBA three-point range; NA if not run. |
| nba_break_left_attempt | integer | Shots attempted in the spot-up drill from the left break (wing) at NBA three-point range; NA if not run. |
| nba_break_left_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the left break (wing) at NBA three-point range; NA if not run. |
| nba_top_key_made | integer | Shots made in the spot-up drill from the top of the key at NBA three-point range; NA if not run. |
| nba_top_key_attempt | integer | Shots attempted in the spot-up drill from the top of the key at NBA three-point range; NA if not run. |
| nba_top_key_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the top of the key at NBA three-point range; NA if not run. |
| nba_break_right_made | integer | Shots made in the spot-up drill from the right break (wing) at NBA three-point range; NA if not run. |
| nba_break_right_attempt | integer | Shots attempted in the spot-up drill from the right break (wing) at NBA three-point range; NA if not run. |
| nba_break_right_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the right break (wing) at NBA three-point range; NA if not run. |
| nba_corner_right_made | integer | Shots made in the spot-up drill from the right corner at NBA three-point range; NA if not run. |
| nba_corner_right_attempt | integer | Shots attempted in the spot-up drill from the right corner at NBA three-point range; NA if not run. |
| nba_corner_right_pct | numeric | Shooting percentage (0-1) in the spot-up drill from the right corner at NBA three-point range; NA if not run. |
| season | integer | END year of the season the draft class enters (2025 = the May 2024 combine for the 2024 draft) – one more than the seasons argument. |
A hoopR_data tibble with one row per prospect (load_nba_stats_draft_combine_nonstationary_shooting()).
| col_name | types | description |
| temp_player_id | integer | Combine participant id; equals player_id in every row checked. |
| player_id | integer | stats.nba.com player identifier (PERSON_ID). |
| first_name | character | Participant's first name. |
| last_name | character | Participant's last name. |
| player_name | character | Participant's full name. |
| position | character | Position listed by the combine (e.g. 'PG', 'SF-PF'). |
| off_drib_fifteen_break_left_made | integer | Shots made in the off-the-dribble drill from the left break (wing) at 15-foot range; NA if not run. |
| off_drib_fifteen_break_left_attempt | integer | Shots attempted in the off-the-dribble drill from the left break (wing) at 15-foot range; NA if not run. |
| off_drib_fifteen_break_left_pct | numeric | Shooting percentage (0-1) in the off-the-dribble drill from the left break (wing) at 15-foot range; NA if not run. |
| off_drib_fifteen_top_key_made | integer | Shots made in the off-the-dribble drill from the top of the key at 15-foot range; NA if not run. |
| off_drib_fifteen_top_key_attempt | integer | Shots attempted in the off-the-dribble drill from the top of the key at 15-foot range; NA if not run. |
| off_drib_fifteen_top_key_pct | numeric | Shooting percentage (0-1) in the off-the-dribble drill from the top of the key at 15-foot range; NA if not run. |
| off_drib_fifteen_break_right_made | integer | Shots made in the off-the-dribble drill from the right break (wing) at 15-foot range; NA if not run. |
| off_drib_fifteen_break_right_attempt | integer | Shots attempted in the off-the-dribble drill from the right break (wing) at 15-foot range; NA if not run. |
| off_drib_fifteen_break_right_pct | numeric | Shooting percentage (0-1) in the off-the-dribble drill from the right break (wing) at 15-foot range; NA if not run. |
| off_drib_college_break_left_made | integer | Shots made in the off-the-dribble drill from the left break (wing) at college three-point range; NA if not run. |
| off_drib_college_break_left_attempt | integer | Shots attempted in the off-the-dribble drill from the left break (wing) at college three-point range; NA if not run. |
| off_drib_college_break_left_pct | numeric | Shooting percentage (0-1) in the off-the-dribble drill from the left break (wing) at college three-point range; NA if not run. |
| off_drib_college_top_key_made | integer | Shots made in the off-the-dribble drill from the top of the key at college three-point range; NA if not run. |
| off_drib_college_top_key_attempt | integer | Shots attempted in the off-the-dribble drill from the top of the key at college three-point range; NA if not run. |
| off_drib_college_top_key_pct | numeric | Shooting percentage (0-1) in the off-the-dribble drill from the top of the key at college three-point range; NA if not run. |
| off_drib_college_break_right_made | integer | Shots made in the off-the-dribble drill from the right break (wing) at college three-point range; NA if not run. |
| off_drib_college_break_right_attempt | integer | Shots attempted in the off-the-dribble drill from the right break (wing) at college three-point range; NA if not run. |
| off_drib_college_break_right_pct | numeric | Shooting percentage (0-1) in the off-the-dribble drill from the right break (wing) at college three-point range; NA if not run. |
| on_move_fifteen_made | integer | Shots made in the on-the-move drill at 15-foot range; NA if not run. |
| on_move_fifteen_attempt | integer | Shots attempted in the on-the-move drill at 15-foot range; NA if not run. |
| on_move_fifteen_pct | numeric | Shooting percentage (0-1) in the on-the-move drill at 15-foot range; NA if not run. |
| on_move_college_made | integer | Shots made in the on-the-move drill at college three-point range; NA if not run. |
| on_move_college_attempt | integer | Shots attempted in the on-the-move drill at college three-point range; NA if not run. |
| on_move_college_pct | numeric | Shooting percentage (0-1) in the on-the-move drill at college three-point range; NA if not run. |
| season | integer | END year of the season the draft class enters (2025 = the May 2024 combine for the 2024 draft) – one more than the seasons argument. |
See also
The publishing pipeline,
https://github.com/sportsdataverse/hoopR-nba-stats-data, the draft
results in load_nba_stats_draft(), and the Python twins
sportsdataverse.nba.load_nba_stats_draft_combine_*().
Other NBA Stats loader functions:
load_nba_stats_coaches(),
load_nba_stats_game_matchups(),
load_nba_stats_hustle,
load_nba_stats_injury_report(),
load_nba_stats_leaguedash(),
load_nba_stats_matchups(),
load_nba_stats_metric_curves(),
load_nba_stats_rolling_windows(),
load_nba_stats_synergy()
Examples
# \donttest{
try(load_nba_stats_draft_combine_stats(seasons = most_recent_nba_stats_season()))
#> ───────────────────────────────────────────────────────────────── hoopR 3.2.0 ──
#> # A tibble: 78 × 47
#> season player_id first_name last_name player_name position height_wo_shoes
#> <int> <int> <chr> <chr> <chr> <chr> <dbl>
#> 1 2027 1643587 Matthew Able Matthew Able SG 75.8
#> 2 2027 1643411 Darius Acuff Jr. Darius Acuff … PG 74
#> 3 2027 1643533 Amari Allen Amari Allen SF 77.2
#> 4 2027 1643417 Nathaniel Ament Nathaniel Ame… PF 81.5
#> 5 2027 1643515 Christian Anderson Christian And… PG 73
#> 6 2027 1643591 Tobe Awaka Tobe Awaka C 80
#> 7 2027 1643540 Flory Bidunga Flory Bidunga C 79.8
#> 8 2027 1643548 Tyler Bilodeau Tyler Bilodeau PF 79.2
#> 9 2027 1643612 John Blackwell John Blackwell SG 75.2
#> 10 2027 1643409 Cameron Boozer Cameron Boozer PF 80.2
#> # ℹ 68 more rows
#> # ℹ 40 more variables: height_wo_shoes_ft_in <chr>, height_w_shoes <lgl>,
#> # height_w_shoes_ft_in <lgl>, weight <chr>, wingspan <dbl>,
#> # wingspan_ft_in <chr>, standing_reach <dbl>, standing_reach_ft_in <chr>,
#> # body_fat_pct <lgl>, hand_length <dbl>, hand_width <dbl>,
#> # standing_vertical_leap <dbl>, max_vertical_leap <dbl>,
#> # lane_agility_time <dbl>, modified_lane_agility_time <dbl>, …
# }