Spaces:
Running
Running
Commit
·
3f12801
1
Parent(s):
7264076
Update gradio version
Browse files- README.md +1 -1
- demo.py +0 -147
- pitch_leaderboard.csv +17 -17
README.md
CHANGED
@@ -1,6 +1,6 @@
|
|
1 |
---
|
2 |
title: npb
|
3 |
-
app_file:
|
4 |
sdk: gradio
|
5 |
sdk_version: 5.16.0
|
6 |
---
|
|
|
1 |
---
|
2 |
title: npb
|
3 |
+
app_file: app.py
|
4 |
sdk: gradio
|
5 |
sdk_version: 5.16.0
|
6 |
---
|
demo.py
DELETED
@@ -1,147 +0,0 @@
|
|
1 |
-
|
2 |
-
import gradio as gr
|
3 |
-
# import pandas as pd
|
4 |
-
import polars as pl
|
5 |
-
|
6 |
-
from math import ceil
|
7 |
-
import os
|
8 |
-
|
9 |
-
from data import df, pitch_stats, league_pitch_stats, player_df
|
10 |
-
from gradio_function import *
|
11 |
-
from translate import jp_pitch_to_en_pitch, max_pitch_types
|
12 |
-
|
13 |
-
os.makedirs('files', exist_ok=True)
|
14 |
-
|
15 |
-
css = '''
|
16 |
-
.pitch-usage {height: 256px}
|
17 |
-
.pitch-usage .js-plotly-plot {height: 100%}
|
18 |
-
|
19 |
-
.pitch-velo {height: 100px}
|
20 |
-
.pitch-velo .js-plotly-plot {height: 100%}
|
21 |
-
|
22 |
-
.pitch-loc {height: 320px}
|
23 |
-
.pitch-loc .js-plotly-plot {height: 100%}
|
24 |
-
|
25 |
-
.pitch-velo-summary div.plotly-notifier {visibility: hidden}
|
26 |
-
'''
|
27 |
-
|
28 |
-
with gr.Blocks(
|
29 |
-
css=css
|
30 |
-
) as demo:
|
31 |
-
gr.Markdown('''
|
32 |
-
# NPB data visualization demo
|
33 |
-
[Data from SportsNavi](https://sports.yahoo.co.jp/)
|
34 |
-
''')
|
35 |
-
|
36 |
-
source_df = gr.State(df)
|
37 |
-
app_df = gr.State(df)
|
38 |
-
app_league_df = gr.State(df)
|
39 |
-
app_pitch_stats = gr.State(pitch_stats)
|
40 |
-
app_league_pitch_stats = gr.State(league_pitch_stats)
|
41 |
-
|
42 |
-
with gr.Tab('Pitcher Dashboard'):
|
43 |
-
with gr.Row():
|
44 |
-
player = gr.Dropdown(value=None, choices=sorted(player_df.filter(pl.col('name').is_not_null())['name'].to_list()), label='Player')
|
45 |
-
handedness = gr.Radio(value='Both', choices=['Both', 'Left', 'Right'], type='value', interactive=False, label='Batter Handedness')
|
46 |
-
|
47 |
-
# preview = gr.DataFrame()
|
48 |
-
download_file = gr.DownloadButton(label='Download player data')
|
49 |
-
|
50 |
-
with gr.Group():
|
51 |
-
with gr.Row():
|
52 |
-
usage = gr.Plot(label='Pitch usage')
|
53 |
-
velo_summary = gr.Plot(label='Velocity summary', elem_classes='pitch-velo-summary')
|
54 |
-
loc_summary = gr.Plot(label='Overall location')
|
55 |
-
|
56 |
-
max_locs = len(jp_pitch_to_en_pitch)
|
57 |
-
locs_per_row = 4
|
58 |
-
max_rows = ceil(max_locs/locs_per_row)
|
59 |
-
|
60 |
-
gr.Markdown('''
|
61 |
-
## Pitch Locations
|
62 |
-
Pitcher's persective
|
63 |
-
<br>
|
64 |
-
`NPB` refers to the top 10% of pitches thrown across the league with the current search constraints e.g. handedness
|
65 |
-
<br>
|
66 |
-
Note: To speed up the KDE, we restrict the league-wide pitches to 5,000 pitches
|
67 |
-
''')
|
68 |
-
pitch_rows = []
|
69 |
-
pitch_groups = []
|
70 |
-
pitch_names = []
|
71 |
-
pitch_infos = []
|
72 |
-
pitch_velos = []
|
73 |
-
pitch_locs = []
|
74 |
-
for row in range(max_rows):
|
75 |
-
visible = row==0
|
76 |
-
pitch_row = gr.Row(visible=visible)
|
77 |
-
pitch_rows.append(pitch_row)
|
78 |
-
with pitch_row:
|
79 |
-
_locs_per_row = locs_per_row if row < max_rows-1 else max_locs - locs_per_row * (max_rows - 1)
|
80 |
-
for col in range(_locs_per_row):
|
81 |
-
with gr.Column(min_width=256):
|
82 |
-
pitch_group = gr.Group(visible=visible)
|
83 |
-
pitch_groups.append(pitch_group)
|
84 |
-
with pitch_group:
|
85 |
-
pitch_names.append(gr.Markdown(f'### Pitch {col+1}', visible=visible))
|
86 |
-
pitch_infos.append(gr.DataFrame(pl.DataFrame([{'Whiff%': None, 'CSW%': None}]), interactive=False, visible=visible))
|
87 |
-
pitch_velos.append(gr.Plot(show_label=False, elem_classes='pitch-velo', visible=visible))
|
88 |
-
pitch_locs.append(gr.Plot(label='Pitch Location', elem_classes='pitch-loc', visible=visible))
|
89 |
-
|
90 |
-
gr.Markdown('## Pitch Velocity')
|
91 |
-
velo_stats = gr.DataFrame(pl.DataFrame([{'Avg. Velo': None, 'League Avg. Velo': None}]), interactive=False, label='Pitch Velocity')
|
92 |
-
|
93 |
-
(
|
94 |
-
player
|
95 |
-
.input(update_dfs, inputs=[player, handedness, source_df], outputs=[app_df, app_league_df, app_pitch_stats, app_league_pitch_stats])
|
96 |
-
.then(lambda : gr.update(value='Both', interactive=True), outputs=handedness)
|
97 |
-
)
|
98 |
-
handedness.input(update_dfs, inputs=[player, handedness, source_df], outputs=[app_df, app_league_df, app_pitch_stats, app_league_pitch_stats])
|
99 |
-
|
100 |
-
# app_df.change(preview_df, inputs=app_df, outputs=preview)
|
101 |
-
# app_df.change(set_download_file, inputs=app_df, outputs=download_file)
|
102 |
-
# app_df.change(plot_usage, inputs=[app_df, player], outputs=usage)
|
103 |
-
# app_df.change(plot_velo_summary, inputs=[app_df, app_league_df, player], outputs=velo_summary)
|
104 |
-
# app_df.change(lambda df: plot_loc(df), inputs=app_df, outputs=loc_summary)
|
105 |
-
# app_df.change(plot_pitch_cards, inputs=[app_df, app_pitch_stats], outputs=pitch_rows+pitch_groups+pitch_names+pitch_infos+pitch_velos+pitch_locs)
|
106 |
-
app_pitch_stats.change(update_velo_stats, inputs=[app_pitch_stats, app_league_pitch_stats], outputs=velo_stats)
|
107 |
-
|
108 |
-
(
|
109 |
-
app_df
|
110 |
-
.change(create_set_download_file_fn('files/player.csv'), inputs=app_df, outputs=download_file)
|
111 |
-
.then(plot_usage, inputs=[app_df, player], outputs=usage)
|
112 |
-
.then(plot_velo_summary, inputs=[app_df, app_league_df, player], outputs=velo_summary)
|
113 |
-
.then(lambda df: plot_loc(df), inputs=app_df, outputs=loc_summary)
|
114 |
-
.then(plot_pitch_cards, inputs=[app_df, app_league_df, app_pitch_stats], outputs=pitch_rows+pitch_groups+pitch_names+pitch_infos+pitch_velos+pitch_locs)
|
115 |
-
)
|
116 |
-
|
117 |
-
gr.Markdown('## Bugs and other notes')
|
118 |
-
with gr.Accordion('Click to open', open=False):
|
119 |
-
gr.Markdown('''
|
120 |
-
- Y axis ticks messy when no velocity distribution is plotted
|
121 |
-
- DataFrame precision inconsistent
|
122 |
-
'''
|
123 |
-
)
|
124 |
-
|
125 |
-
with gr.Tab('Pitch Leaderboard'):
|
126 |
-
def filter_pitch_leaderboard(min_pitches):
|
127 |
-
return pitch_stats.filter(pl.col('Count') >= min_pitches).sort('CSW%', descending=True)
|
128 |
-
|
129 |
-
init_min_pitches = 100
|
130 |
-
pitch_stats.write_csv('pitch_leaderboard.csv')
|
131 |
-
pitch_leaderboard_df = gr.State(filter_pitch_leaderboard(init_min_pitches))
|
132 |
-
|
133 |
-
min_pitches = gr.Number(init_min_pitches, precision=0, label='Min. Pitches')
|
134 |
-
pitch_leaderboard_download_file = gr.DownloadButton(value='pitch_leaderboard.csv', label='Download leaderboard')
|
135 |
-
pitch_leaderboard = gr.Dataframe(value=pitch_leaderboard_df.value)
|
136 |
-
|
137 |
-
min_pitches.change(filter_pitch_leaderboard, inputs=min_pitches, outputs=pitch_leaderboard_df)
|
138 |
-
(
|
139 |
-
pitch_leaderboard_df
|
140 |
-
.change(create_set_download_file_fn('files/pitch_leaderboard.csv'), inputs=pitch_leaderboard_df, outputs=pitch_leaderboard_download_file)
|
141 |
-
.then(lambda df: df, inputs=pitch_leaderboard_df, outputs=pitch_leaderboard)
|
142 |
-
)
|
143 |
-
|
144 |
-
demo.launch(
|
145 |
-
share=True,
|
146 |
-
debug=True
|
147 |
-
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
pitch_leaderboard.csv
CHANGED
@@ -1,4 +1,4 @@
|
|
1 |
-
|
2 |
Abe Shota,4-Seam Fastball,6.1,20.2,145.1,99
|
3 |
Abe Shota,Splitter,40.6,28.6,133.7,63
|
4 |
Abe Shota,Cutter,36.4,35.0,132.5,40
|
@@ -90,8 +90,8 @@ Corniel Robert,Cutter,0.0,0.0,143.0,1
|
|
90 |
Diaz Yofrec,4-Seam Fastball,30.0,32.5,147.1,40
|
91 |
Diaz Yofrec,Slider,42.9,14.3,133.5,21
|
92 |
Diaz Yofrec,Splitter,50.0,25.0,135.0,4
|
93 |
-
Diaz Yofrec,2-Seam Fastball,0.0,0.0,149.0,1
|
94 |
Diaz Yofrec,Changeup,100.0,100.0,138.0,1
|
|
|
95 |
Endoh Atsushi,4-Seam Fastball,8.3,22.2,140.5,36
|
96 |
Endoh Atsushi,Changeup,0.0,28.6,129.4,14
|
97 |
Endoh Atsushi,Curveball,NaN,33.3,111.5,6
|
@@ -186,8 +186,8 @@ Hamaguchi Haruhiro,Curveball,0.0,15.4,119.2,13
|
|
186 |
Hamaya Shota,4-Seam Fastball,0.0,38.1,140.0,21
|
187 |
Hamaya Shota,2-Seam Fastball,0.0,22.2,139.6,9
|
188 |
Hamaya Shota,Curveball,0.0,12.5,110.8,8
|
189 |
-
Hamaya Shota,Changeup,66.7,66.7,121.2,6
|
190 |
Hamaya Shota,Slider,100.0,33.3,123.5,6
|
|
|
191 |
Hamaya Shota,Forkball,0.0,0.0,129.8,5
|
192 |
Hamaya Shota,Cutter,NaN,0.0,130.5,2
|
193 |
Hara Juri,4-Seam Fastball,8.7,22.7,145.8,44
|
@@ -215,8 +215,8 @@ Hashimoto Yuki,4-Seam Fastball,14.5,25.5,148.2,490
|
|
215 |
Hashimoto Yuki,Slider,30.6,34.4,131.5,320
|
216 |
Hashimoto Yuki,Forkball,30.8,21.5,136.6,65
|
217 |
Hatake Seishu,4-Seam Fastball,22.2,37.5,145.1,24
|
218 |
-
Hatake Seishu,Cutter,NaN,40.0,138.0,5
|
219 |
Hatake Seishu,Slider,33.3,40.0,127.0,5
|
|
|
220 |
Hatake Seishu,Forkball,50.0,33.3,136.0,3
|
221 |
Hatch Thomas,4-Seam Fastball,16.7,31.6,150.7,79
|
222 |
Hatch Thomas,Cutter,18.2,28.6,139.6,49
|
@@ -433,8 +433,8 @@ Iwashita Daiki,Slider,45.5,33.3,129.1,51
|
|
433 |
Iwazaki Suguru,4-Seam Fastball,14.6,27.4,141.1,383
|
434 |
Iwazaki Suguru,Slider,28.0,37.2,126.1,247
|
435 |
Iwazaki Suguru,Changeup,21.9,24.0,128.4,171
|
436 |
-
Iwazaki Suguru,Slow Curve,0.0,0.0,89.9,8
|
437 |
Iwazaki Suguru,Cutter,16.7,12.5,132.5,8
|
|
|
438 |
Izumi Keisuke,4-Seam Fastball,10.8,23.5,148.4,294
|
439 |
Izumi Keisuke,2-Seam Fastball,27.0,26.3,138.1,118
|
440 |
Izumi Keisuke,Vertical Slider,30.4,39.5,117.2,76
|
@@ -871,10 +871,10 @@ Nabatame Tsubasa,2-Seam Fastball,7.3,14.9,149.0,101
|
|
871 |
Nabatame Tsubasa,Slider,NaN,28.6,132.4,7
|
872 |
Nakachi Reia,Curveball,33.3,50.0,115.3,4
|
873 |
Nakachi Reia,4-Seam Fastball,NaN,66.7,143.0,3
|
|
|
|
|
874 |
Nakachi Reia,Slider,NaN,0.0,122.0,1
|
875 |
Nakachi Reia,2-Seam Fastball,0.0,0.0,127.0,1
|
876 |
-
Nakachi Reia,Changeup,100.0,100.0,122.0,1
|
877 |
-
Nakachi Reia,Cutter,NaN,0.0,137.0,1
|
878 |
Nakagawa Hayate,2-Seam Fastball,9.2,27.1,130.5,299
|
879 |
Nakagawa Hayate,Slider,27.4,32.2,120.9,242
|
880 |
Nakagawa Hayate,4-Seam Fastball,8.2,25.0,131.8,204
|
@@ -965,8 +965,8 @@ Norimoto Takahiro,4-Seam Fastball,10.5,24.5,150.5,388
|
|
965 |
Norimoto Takahiro,Forkball,36.8,27.4,139.4,226
|
966 |
Norimoto Takahiro,Slider,36.0,32.0,132.5,122
|
967 |
Norimoto Takahiro,Curveball,30.0,44.4,114.3,45
|
968 |
-
Norimoto Takahiro,Cutter,20.0,15.4,142.8,13
|
969 |
Norimoto Takahiro,Changeup,16.7,30.8,127.8,13
|
|
|
970 |
Ogasawara Shinnosuke,4-Seam Fastball,10.2,28.4,143.3,1007
|
971 |
Ogasawara Shinnosuke,Knuckle Curve,18.8,27.4,112.5,343
|
972 |
Ogasawara Shinnosuke,Changeup,26.8,28.4,125.6,261
|
@@ -1072,8 +1072,8 @@ Onaka Yuya,Forkball,NaN,0.0,134.5,2
|
|
1072 |
Ono Fumiya,4-Seam Fastball,9.1,23.3,151.9,30
|
1073 |
Ono Fumiya,Slider,20.0,31.6,136.0,19
|
1074 |
Ono Fumiya,Changeup,0.0,0.0,140.0,2
|
1075 |
-
Ono Fumiya,Curveball,NaN,100.0,126.0,1
|
1076 |
Ono Fumiya,Forkball,NaN,0.0,146.0,1
|
|
|
1077 |
Osuna Roberto,4-Seam Fastball,20.9,23.7,152.5,186
|
1078 |
Osuna Roberto,Cutter,8.5,17.7,148.8,79
|
1079 |
Osuna Roberto,Changeup,44.7,32.4,137.4,71
|
@@ -1204,8 +1204,8 @@ Shimamoto Hiroya,4-Seam Fastball,8.9,22.1,142.0,149
|
|
1204 |
Shimamoto Hiroya,Slider,20.0,25.0,124.7,68
|
1205 |
Shimamoto Hiroya,Forkball,26.5,19.4,135.2,62
|
1206 |
Shimamoto Hiroya,Shootball,0.0,40.0,140.7,5
|
1207 |
-
Shimamoto Hiroya,Changeup,50.0,66.7,122.0,3
|
1208 |
Shimamoto Hiroya,Curveball,NaN,0.0,114.5,3
|
|
|
1209 |
Shimauchi Sotaro,4-Seam Fastball,19.8,25.7,152.2,487
|
1210 |
Shimauchi Sotaro,Changeup,38.5,36.1,130.2,302
|
1211 |
Shimauchi Sotaro,Forkball,40.0,30.0,139.5,10
|
@@ -1283,8 +1283,8 @@ Suzuki Hiroshi,Cutter,30.3,30.4,143.3,247
|
|
1283 |
Suzuki Hiroshi,2-Seam Fastball,14.2,25.8,149.7,244
|
1284 |
Suzuki Hiroshi,4-Seam Fastball,10.7,17.7,149.4,124
|
1285 |
Suzuki Hiroshi,Curveball,0.0,0.0,127.5,3
|
1286 |
-
Suzuki Hiroshi,Splitter,33.3,33.3,142.0,3
|
1287 |
Suzuki Hiroshi,Slider,50.0,33.3,136.0,3
|
|
|
1288 |
Suzuki Kenya,Slider,14.9,31.3,112.3,144
|
1289 |
Suzuki Kenya,4-Seam Fastball,7.1,20.5,127.1,73
|
1290 |
Suzuki Kenya,Sinker,12.5,7.7,125.4,39
|
@@ -1314,8 +1314,8 @@ Taira Kaima,2-Seam Fastball,7.7,18.2,145.7,33
|
|
1314 |
Taira Kaima,Hard Slider,45.5,23.8,139.6,21
|
1315 |
Taira Kaima,Curveball,50.0,50.0,114.0,14
|
1316 |
Taira Kentaro,4-Seam Fastball,16.7,37.9,143.6,103
|
1317 |
-
Taira Kentaro,Slider,27.1,31.3,127.3,80
|
1318 |
Taira Kentaro,Sinker,19.5,27.5,137.2,80
|
|
|
1319 |
Taira Kentaro,Cutter,21.4,27.6,138.0,29
|
1320 |
Tajima Daiki,4-Seam Fastball,17.2,29.1,144.7,836
|
1321 |
Tajima Daiki,Cutter,27.2,29.3,133.1,314
|
@@ -1326,8 +1326,8 @@ Tajima Daiki,Changeup,37.9,25.4,124.6,67
|
|
1326 |
Tajima Daiki,Curveball,5.3,17.2,106.6,58
|
1327 |
Tajima Daiki,Knuckle Curve,100.0,50.0,107.8,4
|
1328 |
Tajima Shinji,Shootball,0.0,33.3,140.4,6
|
1329 |
-
Tajima Shinji,Slider,50.0,16.7,128.8,6
|
1330 |
Tajima Shinji,Splitter,50.0,33.3,133.6,6
|
|
|
1331 |
Tajima Shinji,4-Seam Fastball,100.0,50.0,142.0,4
|
1332 |
Taka Taichi,4-Seam Fastball,28.6,44.0,146.4,25
|
1333 |
Taka Taichi,Cutter,0.0,25.0,130.3,4
|
@@ -1369,8 +1369,8 @@ Takahashi Kona,Shootball,22.2,11.8,144.6,17
|
|
1369 |
Takahashi Kona,Knuckle Curve,20.0,29.4,129.3,17
|
1370 |
Takahashi Kona,Curveball,NaN,0.0,122.5,2
|
1371 |
Takahashi Kouya,4-Seam Fastball,0.0,20.0,147.2,5
|
1372 |
-
Takahashi Kouya,Cutter,NaN,100.0,141.0,1
|
1373 |
Takahashi Kouya,Forkball,0.0,0.0,135.0,1
|
|
|
1374 |
Takahashi Rei,4-Seam Fastball,11.9,27.3,132.7,341
|
1375 |
Takahashi Rei,Slider,16.7,26.3,114.4,99
|
1376 |
Takahashi Rei,Sinker,32.0,21.7,114.6,46
|
@@ -1470,8 +1470,8 @@ Togo Shosei,4-Seam Fastball,12.9,27.4,146.8,1212
|
|
1470 |
Togo Shosei,Forkball,41.6,27.8,134.1,723
|
1471 |
Togo Shosei,Slider,23.5,33.2,129.9,473
|
1472 |
Togo Shosei,Curveball,13.9,41.0,124.1,122
|
1473 |
-
Togo Shosei,Cutter,NaN,0.0,,1
|
1474 |
Togo Shosei,2-Seam Fastball,0.0,0.0,145.0,1
|
|
|
1475 |
Tokoda Hiroki,4-Seam Fastball,10.8,28.9,142.8,702
|
1476 |
Tokoda Hiroki,2-Seam Fastball,17.2,22.7,135.8,600
|
1477 |
Tokoda Hiroki,Cutter,18.2,32.8,135.8,564
|
@@ -1626,8 +1626,8 @@ Yamano Taichi,Changeup,40.0,32.4,120.6,37
|
|
1626 |
Yamaoka Taisuke,4-Seam Fastball,13.3,23.3,143.7,30
|
1627 |
Yamaoka Taisuke,Vertical Slider,15.4,31.0,130.7,29
|
1628 |
Yamaoka Taisuke,Cutter,16.7,28.6,136.6,14
|
1629 |
-
Yamaoka Taisuke,Knuckle Curve,NaN,100.0,115.5,2
|
1630 |
Yamaoka Taisuke,Changeup,0.0,0.0,,2
|
|
|
1631 |
Yamaoka Taisuke,Shootball,NaN,100.0,137.0,1
|
1632 |
Yamasaki Iori,4-Seam Fastball,10.9,27.9,146.4,779
|
1633 |
Yamasaki Iori,Cutter,31.0,33.7,134.2,433
|
@@ -1661,8 +1661,8 @@ Yan Jefry,4-Seam Fastball,19.1,26.8,152.7,314
|
|
1661 |
Yan Jefry,Slider,35.7,29.4,133.7,231
|
1662 |
Yan Jefry,Changeup,66.7,9.1,139.9,22
|
1663 |
Yan Jefry,2-Seam Fastball,0.0,20.0,152.3,5
|
1664 |
-
Yan Jefry,Splitter,100.0,100.0,139.0,1
|
1665 |
Yan Jefry,Cutter,NaN,0.0,139.0,1
|
|
|
1666 |
Yanagawa Taisei,4-Seam Fastball,14.7,24.3,149.7,284
|
1667 |
Yanagawa Taisei,Forkball,27.0,18.6,139.7,86
|
1668 |
Yanagawa Taisei,Cutter,28.0,25.5,136.2,51
|
|
|
1 |
+
Player,Pitch,Whiff%,CSW%,Velocity,Count
|
2 |
Abe Shota,4-Seam Fastball,6.1,20.2,145.1,99
|
3 |
Abe Shota,Splitter,40.6,28.6,133.7,63
|
4 |
Abe Shota,Cutter,36.4,35.0,132.5,40
|
|
|
90 |
Diaz Yofrec,4-Seam Fastball,30.0,32.5,147.1,40
|
91 |
Diaz Yofrec,Slider,42.9,14.3,133.5,21
|
92 |
Diaz Yofrec,Splitter,50.0,25.0,135.0,4
|
|
|
93 |
Diaz Yofrec,Changeup,100.0,100.0,138.0,1
|
94 |
+
Diaz Yofrec,2-Seam Fastball,0.0,0.0,149.0,1
|
95 |
Endoh Atsushi,4-Seam Fastball,8.3,22.2,140.5,36
|
96 |
Endoh Atsushi,Changeup,0.0,28.6,129.4,14
|
97 |
Endoh Atsushi,Curveball,NaN,33.3,111.5,6
|
|
|
186 |
Hamaya Shota,4-Seam Fastball,0.0,38.1,140.0,21
|
187 |
Hamaya Shota,2-Seam Fastball,0.0,22.2,139.6,9
|
188 |
Hamaya Shota,Curveball,0.0,12.5,110.8,8
|
|
|
189 |
Hamaya Shota,Slider,100.0,33.3,123.5,6
|
190 |
+
Hamaya Shota,Changeup,66.7,66.7,121.2,6
|
191 |
Hamaya Shota,Forkball,0.0,0.0,129.8,5
|
192 |
Hamaya Shota,Cutter,NaN,0.0,130.5,2
|
193 |
Hara Juri,4-Seam Fastball,8.7,22.7,145.8,44
|
|
|
215 |
Hashimoto Yuki,Slider,30.6,34.4,131.5,320
|
216 |
Hashimoto Yuki,Forkball,30.8,21.5,136.6,65
|
217 |
Hatake Seishu,4-Seam Fastball,22.2,37.5,145.1,24
|
|
|
218 |
Hatake Seishu,Slider,33.3,40.0,127.0,5
|
219 |
+
Hatake Seishu,Cutter,NaN,40.0,138.0,5
|
220 |
Hatake Seishu,Forkball,50.0,33.3,136.0,3
|
221 |
Hatch Thomas,4-Seam Fastball,16.7,31.6,150.7,79
|
222 |
Hatch Thomas,Cutter,18.2,28.6,139.6,49
|
|
|
433 |
Iwazaki Suguru,4-Seam Fastball,14.6,27.4,141.1,383
|
434 |
Iwazaki Suguru,Slider,28.0,37.2,126.1,247
|
435 |
Iwazaki Suguru,Changeup,21.9,24.0,128.4,171
|
|
|
436 |
Iwazaki Suguru,Cutter,16.7,12.5,132.5,8
|
437 |
+
Iwazaki Suguru,Slow Curve,0.0,0.0,89.9,8
|
438 |
Izumi Keisuke,4-Seam Fastball,10.8,23.5,148.4,294
|
439 |
Izumi Keisuke,2-Seam Fastball,27.0,26.3,138.1,118
|
440 |
Izumi Keisuke,Vertical Slider,30.4,39.5,117.2,76
|
|
|
871 |
Nabatame Tsubasa,Slider,NaN,28.6,132.4,7
|
872 |
Nakachi Reia,Curveball,33.3,50.0,115.3,4
|
873 |
Nakachi Reia,4-Seam Fastball,NaN,66.7,143.0,3
|
874 |
+
Nakachi Reia,Cutter,NaN,0.0,137.0,1
|
875 |
+
Nakachi Reia,Changeup,100.0,100.0,122.0,1
|
876 |
Nakachi Reia,Slider,NaN,0.0,122.0,1
|
877 |
Nakachi Reia,2-Seam Fastball,0.0,0.0,127.0,1
|
|
|
|
|
878 |
Nakagawa Hayate,2-Seam Fastball,9.2,27.1,130.5,299
|
879 |
Nakagawa Hayate,Slider,27.4,32.2,120.9,242
|
880 |
Nakagawa Hayate,4-Seam Fastball,8.2,25.0,131.8,204
|
|
|
965 |
Norimoto Takahiro,Forkball,36.8,27.4,139.4,226
|
966 |
Norimoto Takahiro,Slider,36.0,32.0,132.5,122
|
967 |
Norimoto Takahiro,Curveball,30.0,44.4,114.3,45
|
|
|
968 |
Norimoto Takahiro,Changeup,16.7,30.8,127.8,13
|
969 |
+
Norimoto Takahiro,Cutter,20.0,15.4,142.8,13
|
970 |
Ogasawara Shinnosuke,4-Seam Fastball,10.2,28.4,143.3,1007
|
971 |
Ogasawara Shinnosuke,Knuckle Curve,18.8,27.4,112.5,343
|
972 |
Ogasawara Shinnosuke,Changeup,26.8,28.4,125.6,261
|
|
|
1072 |
Ono Fumiya,4-Seam Fastball,9.1,23.3,151.9,30
|
1073 |
Ono Fumiya,Slider,20.0,31.6,136.0,19
|
1074 |
Ono Fumiya,Changeup,0.0,0.0,140.0,2
|
|
|
1075 |
Ono Fumiya,Forkball,NaN,0.0,146.0,1
|
1076 |
+
Ono Fumiya,Curveball,NaN,100.0,126.0,1
|
1077 |
Osuna Roberto,4-Seam Fastball,20.9,23.7,152.5,186
|
1078 |
Osuna Roberto,Cutter,8.5,17.7,148.8,79
|
1079 |
Osuna Roberto,Changeup,44.7,32.4,137.4,71
|
|
|
1204 |
Shimamoto Hiroya,Slider,20.0,25.0,124.7,68
|
1205 |
Shimamoto Hiroya,Forkball,26.5,19.4,135.2,62
|
1206 |
Shimamoto Hiroya,Shootball,0.0,40.0,140.7,5
|
|
|
1207 |
Shimamoto Hiroya,Curveball,NaN,0.0,114.5,3
|
1208 |
+
Shimamoto Hiroya,Changeup,50.0,66.7,122.0,3
|
1209 |
Shimauchi Sotaro,4-Seam Fastball,19.8,25.7,152.2,487
|
1210 |
Shimauchi Sotaro,Changeup,38.5,36.1,130.2,302
|
1211 |
Shimauchi Sotaro,Forkball,40.0,30.0,139.5,10
|
|
|
1283 |
Suzuki Hiroshi,2-Seam Fastball,14.2,25.8,149.7,244
|
1284 |
Suzuki Hiroshi,4-Seam Fastball,10.7,17.7,149.4,124
|
1285 |
Suzuki Hiroshi,Curveball,0.0,0.0,127.5,3
|
|
|
1286 |
Suzuki Hiroshi,Slider,50.0,33.3,136.0,3
|
1287 |
+
Suzuki Hiroshi,Splitter,33.3,33.3,142.0,3
|
1288 |
Suzuki Kenya,Slider,14.9,31.3,112.3,144
|
1289 |
Suzuki Kenya,4-Seam Fastball,7.1,20.5,127.1,73
|
1290 |
Suzuki Kenya,Sinker,12.5,7.7,125.4,39
|
|
|
1314 |
Taira Kaima,Hard Slider,45.5,23.8,139.6,21
|
1315 |
Taira Kaima,Curveball,50.0,50.0,114.0,14
|
1316 |
Taira Kentaro,4-Seam Fastball,16.7,37.9,143.6,103
|
|
|
1317 |
Taira Kentaro,Sinker,19.5,27.5,137.2,80
|
1318 |
+
Taira Kentaro,Slider,27.1,31.3,127.3,80
|
1319 |
Taira Kentaro,Cutter,21.4,27.6,138.0,29
|
1320 |
Tajima Daiki,4-Seam Fastball,17.2,29.1,144.7,836
|
1321 |
Tajima Daiki,Cutter,27.2,29.3,133.1,314
|
|
|
1326 |
Tajima Daiki,Curveball,5.3,17.2,106.6,58
|
1327 |
Tajima Daiki,Knuckle Curve,100.0,50.0,107.8,4
|
1328 |
Tajima Shinji,Shootball,0.0,33.3,140.4,6
|
|
|
1329 |
Tajima Shinji,Splitter,50.0,33.3,133.6,6
|
1330 |
+
Tajima Shinji,Slider,50.0,16.7,128.8,6
|
1331 |
Tajima Shinji,4-Seam Fastball,100.0,50.0,142.0,4
|
1332 |
Taka Taichi,4-Seam Fastball,28.6,44.0,146.4,25
|
1333 |
Taka Taichi,Cutter,0.0,25.0,130.3,4
|
|
|
1369 |
Takahashi Kona,Knuckle Curve,20.0,29.4,129.3,17
|
1370 |
Takahashi Kona,Curveball,NaN,0.0,122.5,2
|
1371 |
Takahashi Kouya,4-Seam Fastball,0.0,20.0,147.2,5
|
|
|
1372 |
Takahashi Kouya,Forkball,0.0,0.0,135.0,1
|
1373 |
+
Takahashi Kouya,Cutter,NaN,100.0,141.0,1
|
1374 |
Takahashi Rei,4-Seam Fastball,11.9,27.3,132.7,341
|
1375 |
Takahashi Rei,Slider,16.7,26.3,114.4,99
|
1376 |
Takahashi Rei,Sinker,32.0,21.7,114.6,46
|
|
|
1470 |
Togo Shosei,Forkball,41.6,27.8,134.1,723
|
1471 |
Togo Shosei,Slider,23.5,33.2,129.9,473
|
1472 |
Togo Shosei,Curveball,13.9,41.0,124.1,122
|
|
|
1473 |
Togo Shosei,2-Seam Fastball,0.0,0.0,145.0,1
|
1474 |
+
Togo Shosei,Cutter,NaN,0.0,,1
|
1475 |
Tokoda Hiroki,4-Seam Fastball,10.8,28.9,142.8,702
|
1476 |
Tokoda Hiroki,2-Seam Fastball,17.2,22.7,135.8,600
|
1477 |
Tokoda Hiroki,Cutter,18.2,32.8,135.8,564
|
|
|
1626 |
Yamaoka Taisuke,4-Seam Fastball,13.3,23.3,143.7,30
|
1627 |
Yamaoka Taisuke,Vertical Slider,15.4,31.0,130.7,29
|
1628 |
Yamaoka Taisuke,Cutter,16.7,28.6,136.6,14
|
|
|
1629 |
Yamaoka Taisuke,Changeup,0.0,0.0,,2
|
1630 |
+
Yamaoka Taisuke,Knuckle Curve,NaN,100.0,115.5,2
|
1631 |
Yamaoka Taisuke,Shootball,NaN,100.0,137.0,1
|
1632 |
Yamasaki Iori,4-Seam Fastball,10.9,27.9,146.4,779
|
1633 |
Yamasaki Iori,Cutter,31.0,33.7,134.2,433
|
|
|
1661 |
Yan Jefry,Slider,35.7,29.4,133.7,231
|
1662 |
Yan Jefry,Changeup,66.7,9.1,139.9,22
|
1663 |
Yan Jefry,2-Seam Fastball,0.0,20.0,152.3,5
|
|
|
1664 |
Yan Jefry,Cutter,NaN,0.0,139.0,1
|
1665 |
+
Yan Jefry,Splitter,100.0,100.0,139.0,1
|
1666 |
Yanagawa Taisei,4-Seam Fastball,14.7,24.3,149.7,284
|
1667 |
Yanagawa Taisei,Forkball,27.0,18.6,139.7,86
|
1668 |
Yanagawa Taisei,Cutter,28.0,25.5,136.2,51
|