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WT-Data-Project

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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 18 new columns ({'sb_win_rate', 'rb_br', 'sb_air_frags_per_death', 'sb_br', 'sb_ground_frags_per_death', 'rb_air_frags_per_battle', 'wk_name', 'ab_battles', 'name', 'rb_win_rate', 'rb_ground_frags_per_death', 'alt_name', 'sb_air_frags_per_battle', 'rb_air_frags_per_death', 'rb_ground_frags_per_battle', 'rb_battles', 'sb_battles', 'sb_ground_frags_per_battle'}) and 4 missing columns ({'date', 'ab_battles_sum', 'ab_lower_br', 'ab_battles_mean'}).

This happened while the csv dataset builder was generating data using

hf://datasets/ControlNet/WT-Data-Project/joined/2019-11-22.csv (at revision c17b55228f66e51066270820847fbc59724e0001)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              name: string
              ab_battles: double
              ab_win_rate: double
              ab_air_frags_per_battle: double
              ab_air_frags_per_death: double
              ab_ground_frags_per_battle: double
              ab_ground_frags_per_death: double
              rb_battles: double
              rb_win_rate: double
              rb_air_frags_per_battle: double
              rb_air_frags_per_death: double
              rb_ground_frags_per_battle: double
              rb_ground_frags_per_death: double
              sb_battles: double
              sb_win_rate: double
              sb_air_frags_per_battle: double
              sb_air_frags_per_death: double
              sb_ground_frags_per_battle: double
              sb_ground_frags_per_death: double
              alt_name: string
              wk_name: string
              nation: string
              cls: string
              ab_br: double
              rb_br: double
              sb_br: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3671
              to
              {'nation': Value(dtype='string', id=None), 'cls': Value(dtype='string', id=None), 'date': Value(dtype='string', id=None), 'ab_br': Value(dtype='string', id=None), 'ab_lower_br': Value(dtype='float64', id=None), 'ab_battles_sum': Value(dtype='float64', id=None), 'ab_battles_mean': Value(dtype='float64', id=None), 'ab_win_rate': Value(dtype='float64', id=None), 'ab_air_frags_per_battle': Value(dtype='float64', id=None), 'ab_air_frags_per_death': Value(dtype='float64', id=None), 'ab_ground_frags_per_battle': Value(dtype='float64', id=None), 'ab_ground_frags_per_death': Value(dtype='float64', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1542, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1156, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 18 new columns ({'sb_win_rate', 'rb_br', 'sb_air_frags_per_death', 'sb_br', 'sb_ground_frags_per_death', 'rb_air_frags_per_battle', 'wk_name', 'ab_battles', 'name', 'rb_win_rate', 'rb_ground_frags_per_death', 'alt_name', 'sb_air_frags_per_battle', 'rb_air_frags_per_death', 'rb_ground_frags_per_battle', 'rb_battles', 'sb_battles', 'sb_ground_frags_per_battle'}) and 4 missing columns ({'date', 'ab_battles_sum', 'ab_lower_br', 'ab_battles_mean'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ControlNet/WT-Data-Project/joined/2019-11-22.csv (at revision c17b55228f66e51066270820847fbc59724e0001)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

nation
string
cls
string
date
string
ab_br
string
ab_lower_br
float64
ab_battles_sum
float64
ab_battles_mean
float64
ab_win_rate
float64
ab_air_frags_per_battle
float64
ab_air_frags_per_death
float64
ab_ground_frags_per_battle
float64
ab_ground_frags_per_death
float64
Israel
Aviation
2024-06-22
1.0 ~ 1.0
1
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
1.3 ~ 1.3
1.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
1.7 ~ 1.7
1.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
2.0 ~ 2.0
2
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
2.3 ~ 2.3
2.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
2.7 ~ 2.7
2.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
3.0 ~ 3.0
3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
3.3 ~ 3.3
3.3
1,104
1,104
79.37
14.55
3.6
4.02
1.05
Israel
Aviation
2024-06-22
3.7 ~ 3.7
3.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
4.0 ~ 4.0
4
28
28
100
2.42
2.22
1.47
1.37
Israel
Aviation
2024-06-22
4.3 ~ 4.3
4.3
1
0.5
0
0
2
0
0
Israel
Aviation
2024-06-22
4.7 ~ 4.7
4.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
5.0 ~ 5.0
5
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
5.3 ~ 5.3
5.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
5.7 ~ 5.7
5.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
6.0 ~ 6.0
6
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
6.3 ~ 6.3
6.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
6.7 ~ 6.7
6.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
7.0 ~ 7.0
7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
7.3 ~ 7.3
7.3
12
6
0
0
0.5
0
0.5
Israel
Aviation
2024-06-22
7.7 ~ 7.7
7.7
6
6
0
0
1
0
0
Israel
Aviation
2024-06-22
8.0 ~ 8.0
8
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
8.3 ~ 8.3
8.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
8.7 ~ 8.7
8.7
7
3.5
0
0
0
0
0
Israel
Aviation
2024-06-22
9.0 ~ 9.0
9
29
5.8
37.931034
0.758621
1.606897
0.37931
1.189655
Israel
Aviation
2024-06-22
9.3 ~ 9.3
9.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
9.7 ~ 9.7
9.7
2
1
0
0
0
0
2.5
Israel
Aviation
2024-06-22
10.0 ~ 10.0
10
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
10.3 ~ 10.3
10.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
10.7 ~ 10.7
10.7
22
22
50
3
2.11
0.5
0.06
Israel
Aviation
2024-06-22
11.0 ~ 11.0
11
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
11.3 ~ 11.3
11.3
22
11
0
0
0
0
0
Israel
Aviation
2024-06-22
11.7 ~ 11.7
11.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
12.0 ~ 12.0
12
10
10
100
1.3
1.3
0
0
Israel
Aviation
2024-06-22
12.3 ~ 12.3
12.3
11
11
100
3
2.82
0
0
Israel
Aviation
2024-06-22
12.7 ~ 12.7
12.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-22
13.0 ~ 13.0
13
14
14
100
4.6
4.45
0
0
Israel
Aviation
2024-06-19
1.0 ~ 1.0
1
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
1.3 ~ 1.3
1.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
1.7 ~ 1.7
1.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
2.0 ~ 2.0
2
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
2.3 ~ 2.3
2.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
2.7 ~ 2.7
2.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
3.0 ~ 3.0
3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
3.3 ~ 3.3
3.3
1,157
1,157
77.76
13.86
3.57
3.94
1.06
Israel
Aviation
2024-06-19
3.7 ~ 3.7
3.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
4.0 ~ 4.0
4
29
29
94.74
2.11
2.07
1.26
1.26
Israel
Aviation
2024-06-19
4.3 ~ 4.3
4.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
4.7 ~ 4.7
4.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
5.0 ~ 5.0
5
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
5.3 ~ 5.3
5.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
5.7 ~ 5.7
5.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
6.0 ~ 6.0
6
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
6.3 ~ 6.3
6.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
6.7 ~ 6.7
6.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
7.0 ~ 7.0
7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
7.3 ~ 7.3
7.3
12
6
0
0
0.5
0
0.5
Israel
Aviation
2024-06-19
7.7 ~ 7.7
7.7
6
6
0
0
1
0
0
Israel
Aviation
2024-06-19
8.0 ~ 8.0
8
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
8.3 ~ 8.3
8.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
8.7 ~ 8.7
8.7
10
5
0
0
0
0
0
Israel
Aviation
2024-06-19
9.0 ~ 9.0
9
38
7.6
36.842105
0.736842
1.611579
0.368421
1.162105
Israel
Aviation
2024-06-19
9.3 ~ 9.3
9.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
9.7 ~ 9.7
9.7
2
1
0
0
0
0
2.5
Israel
Aviation
2024-06-19
10.0 ~ 10.0
10
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
10.3 ~ 10.3
10.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
10.7 ~ 10.7
10.7
28
28
50
3
2.24
0.5
0.12
Israel
Aviation
2024-06-19
11.0 ~ 11.0
11
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
11.3 ~ 11.3
11.3
19
9.5
100
6
6
0
0
Israel
Aviation
2024-06-19
11.7 ~ 11.7
11.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
12.0 ~ 12.0
12
7
7
100
1
1
0
0
Israel
Aviation
2024-06-19
12.3 ~ 12.3
12.3
19
9.5
100
3.578947
3.265263
0
0
Israel
Aviation
2024-06-19
12.7 ~ 12.7
12.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-19
13.0 ~ 13.0
13
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
1.0 ~ 1.0
1
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
1.3 ~ 1.3
1.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
1.7 ~ 1.7
1.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
2.0 ~ 2.0
2
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
2.3 ~ 2.3
2.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
2.7 ~ 2.7
2.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
3.0 ~ 3.0
3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
3.3 ~ 3.3
3.3
1,173
1,173
76.76
12.47
3.54
3.65
1.08
Israel
Aviation
2024-06-16
3.7 ~ 3.7
3.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
4.0 ~ 4.0
4
31
31
90
2
2
1.15
1.15
Israel
Aviation
2024-06-16
4.3 ~ 4.3
4.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
4.7 ~ 4.7
4.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
5.0 ~ 5.0
5
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
5.3 ~ 5.3
5.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
5.7 ~ 5.7
5.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
6.0 ~ 6.0
6
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
6.3 ~ 6.3
6.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
6.7 ~ 6.7
6.7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
7.0 ~ 7.0
7
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
7.3 ~ 7.3
7.3
12
6
0
0
0.5
0
0.5
Israel
Aviation
2024-06-16
7.7 ~ 7.7
7.7
6
6
0
0
1
0
0
Israel
Aviation
2024-06-16
8.0 ~ 8.0
8
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
8.3 ~ 8.3
8.3
0
0
0
0
0
0
0
Israel
Aviation
2024-06-16
8.7 ~ 8.7
8.7
12
6
0
0
0
0
0
Israel
Aviation
2024-06-16
9.0 ~ 9.0
9
44
8.8
36.363636
0.727273
1.610909
0.363636
1.145455
Israel
Aviation
2024-06-16
9.3 ~ 9.3
9.3
0
0
0
0
0
0
0
End of preview.
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

WT-DATA-PROJECT.DATA

Data collected in wt-data-project.

Repository Info
wt-data-project.data
wt-data-project.web
wt-data-project.visualization

Visualization

The visualization part is in this webpage.

Other links

The dataset is also hosted on Kaggle.

Time-series RB battle ranks data

File rb_ranks_1.csv: containing a time-series from 2019-11-22 until now, and grouped as battle rating ranges = 1.0.

File rb_ranks_0.csv: time-series data for each battle rating and nation

File rb_ranks_all.csv: time-series data for each nation, aggregated by all battle ratings

The overall stats is calculated with weighted average, and the weight is the battles in thunderskill data.

Content

  • nation: USA, USSR...
  • cls: Aviation, Ground_vehicles, Fleet
  • date: 2020-08-13, 2020-05-10...
  • rb_br: 9.7 ~ 10.7
  • rb_lower_br: 9.7
  • rb_battles_sum
  • rb_battles_mean
  • rb_win_rate
  • rb_air_frags_per_battle
  • rb_air_frags_per_death
  • rb_ground_frags_per_battle
  • rb_ground_frags_per_death

Thunderskill data

Directory ts: containing content from thunderskill

Content

  • name: ts url name
  • ab_battles
  • ab_win_rate
  • ab_air_frags_per_battle
  • ab_air_frags_per_death
  • ab_ground_frags_per_battle
  • ab_ground_frags_per_death
  • rb_battles
  • rb_win_rate
  • rb_air_frags_per_battle
  • rb_air_frags_per_death
  • rb_ground_frags_per_battle
  • rb_ground_frags_per_death
  • sb_battles
  • sb_win_rate
  • sb_air_frags_per_battle
  • sb_air_frags_per_death
  • sb_ground_frags_per_battle
  • sb_ground_frags_per_death
  • alt_name: alternative name

War Thunder Wiki data

Directory wk: containing content from war thunder wiki

Content

  • name: displayed name in wiki page
  • nation: USA, USSR...
  • cls: Aviation, Ground_vehicles, Fleet
  • ab_br
  • rb_br
  • sb_br
  • ab_repair
  • rb_repair
  • sb_repair
  • is_premium: True if the vehicle is premium else False
  • ab_rp_rate
  • ab_sl_rate
  • rb_rp_rate
  • rb_sl_rate
  • sb_rp_rate
  • sb_sl_rate

Joined data

Directory joined

To utilize both the battle stats like rb_win_rate and the information of nation and rb_br, the joined data is joined by the Thunderskill data and WT Wiki data.

Please acknowledge the join process is not perfectly accurate. Please report if there is any join issue.

Content

TS Part

  • name: ts url name
  • ab_battles
  • ab_win_rate
  • ab_air_frags_per_battle
  • ab_air_frags_per_death
  • ab_ground_frags_per_battle
  • ab_ground_frags_per_death
  • rb_battles
  • rb_win_rate
  • rb_air_frags_per_battle
  • rb_air_frags_per_death
  • rb_ground_frags_per_battle
  • rb_ground_frags_per_death
  • sb_battles
  • sb_win_rate
  • sb_air_frags_per_battle
  • sb_air_frags_per_death
  • sb_ground_frags_per_battle
  • sb_ground_frags_per_death
  • alt_name: alternative name

Wiki Part

  • wk_name: displayed name in wiki page
  • nation: USA, USSR...
  • cls: Aviation, Ground_vehicles, Fleet
  • ab_br
  • rb_br
  • sb_br
  • ab_repair
  • rb_repair
  • sb_repair
  • is_premium: True if the vehicle is premium else False
  • ab_rp_rate
  • ab_sl_rate
  • rb_rp_rate
  • rb_sl_rate
  • sb_rp_rate
  • sb_sl_rate
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