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Version: main

MLB dataset loaders

flowchart LR
raw["scrape / raw"] --> enrich["enrich"] --> rel["release asset"] --> load["load_*()"]

Automation status

DatasetRelease tagPipeline
load_mlb_re24_matrixmlb_game_state
load_mlb_we_tablemlb_game_state
load_mlb_wpamlb_game_state
load_mlb_expected_statsmlb_hitting_models
load_mlb_expected_hrmlb_hitting_models
load_mlb_batter_projectionmlb_hitting_models
load_mlb_oaamlb_fielding_models
load_mlb_catcher_framingmlb_fielding_models
load_mlb_xeramlb_pitching_models
load_mlb_stuff_plusmlb_pitching_models
load_mlb_command_plusmlb_pitching_models

load_mlb_re24_matrix

Release: mlb_game_state · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_game_state/mlb_re24_matrix_{season}.parquet

Returns

col_nametype
base_stateString
outsInt64
reFloat64
nUInt32
seasonInt64
load_mlb_re24_matrix(seasons=2024)

load_mlb_we_table

Release: mlb_game_state · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_game_state/mlb_we_table_{season}.parquet

Returns

col_nametype
inning_cappedInt64
halfString
base_stateString
outs_startInt64
score_diff_bucketInt64
home_win_expFloat64
nUInt32
seasonInt64
load_mlb_we_table(seasons=2024)

load_mlb_wpa

Release: mlb_game_state · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_game_state/mlb_wpa_{season}.parquet

Returns

col_nametype
game_idString
at_bat_indexInt64
wpaFloat64
seasonInt64
load_mlb_wpa(seasons=2024)

load_mlb_expected_stats

Release: mlb_hitting_models · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_hitting_models/mlb_expected_stats_{season}.parquet

Returns

col_nametype
batterInt64
seasonInt64
paInt64
abInt64
xwobaFloat64
xbaFloat64
xslgFloat64
load_mlb_expected_stats(seasons=2024)

load_mlb_expected_hr

Release: mlb_hitting_models · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_hitting_models/mlb_expected_hr_{season}.parquet

Returns

col_nametype
batterInt64
seasonInt64
hrInt64
xhr_neutralFloat64
xhr_park_adjFloat64
hr_above_expectedFloat64
load_mlb_expected_hr(seasons=2024)

load_mlb_batter_projection

Release: mlb_hitting_models · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_hitting_models/mlb_batter_projection_{season}.parquet

Returns

col_nametype
batterInt64
ageInt64
proj_xwobaFloat64
proj_paFloat64
load_mlb_batter_projection(seasons=2024)

load_mlb_oaa

Release: mlb_fielding_models · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_fielding_models/mlb_oaa_{season}.parquet

Returns

col_nametype
fielder_idString
positionInt64
opportunitiesUInt32
oaaFloat64
seasonInt64
load_mlb_oaa(seasons=2024)

load_mlb_catcher_framing

Release: mlb_fielding_models · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_fielding_models/mlb_catcher_framing_{season}.parquet

Returns

col_nametype
catcher_idString
takesUInt32
framing_runsFloat64
strikes_gainedFloat64
seasonInt64
load_mlb_catcher_framing(seasons=2024)

load_mlb_xera

Release: mlb_pitching_models · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_pitching_models/mlb_xera_{season}.parquet

Returns

col_nametype
pitcherInt64
seasonInt64
x_wobaFloat64
x_eraFloat64
load_mlb_xera(seasons=2024)

load_mlb_stuff_plus

Release: mlb_pitching_models · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_pitching_models/mlb_stuff_plus_{season}.parquet

Returns

col_nametype
pitcherInt64
pitch_typeString
stuff_rv_hatFloat64
stuff_plusFloat64
seasonInt64
load_mlb_stuff_plus(seasons=2024)

load_mlb_command_plus

Release: mlb_pitching_models · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/mlb_pitching_models/mlb_command_plus_{season}.parquet

Returns

col_nametype
pitcherInt64
location_rv_hatFloat64
command_plusFloat64
seasonInt64
load_mlb_command_plus(seasons=2024)