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Datasets:
relbench
/
plurel

Modalities:
Tabular
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Formats:
parquet
Size:
1K - 10K
Tags:
relbench
relational-deep-learning
tabular
Libraries:
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pandas
Polars
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Auto-converted to Parquet Duplicate
name
stringlengths
8
11
num_tables
int64
3
20
num_activity_tables
int64
1
13
num_rows
int64
3.27k
52k
num_cols
int64
13
380
size_mb
float64
0.11
4.22
val_timestamp
stringdate
1990-04-01 00:00:00
2024-12-14 00:00:00
test_timestamp
stringdate
1990-04-12 00:00:00
2024-12-21 00:00:00
plurel-0
15
1
13,374
201
0.85
2016-10-02
2017-01-04
plurel-1
8
1
9,177
76
0.53
2017-10-13
2020-12-18
plurel-2
11
1
12,367
118
0.73
2019-11-30
2021-01-28
plurel-3
13
2
16,540
196
1.52
2018-11-23
2021-05-28
plurel-4
17
11
42,031
219
2.18
2022-03-30
2022-12-18
plurel-5
6
2
9,271
52
0.37
2010-09-27
2011-10-25
plurel-6
13
4
21,865
229
1.82
2013-10-16
2013-12-31
plurel-7
18
2
18,480
278
1.12
2015-04-24
2017-10-11
plurel-8
6
1
7,568
120
0.75
1999-04-20
1999-07-28
plurel-9
4
1
6,746
48
0.44
2008-05-29
2009-12-08
plurel-10
12
2
16,423
117
0.72
2016-09-15
2020-01-12
plurel-11
19
11
36,834
199
1.97
2005-10-15
2006-08-09
plurel-12
14
6
26,669
184
1.55
2007-04-10
2008-07-14
plurel-13
19
1
16,146
252
0.88
2020-04-18
2020-07-28
plurel-14
14
1
13,635
193
0.88
2004-07-04
2004-12-25
plurel-15
11
3
19,751
124
1.07
2004-08-29
2005-03-03
plurel-16
12
6
25,001
202
1.5
2001-09-13
2002-01-15
plurel-17
18
10
40,797
257
2.12
2015-10-11
2017-10-03
plurel-18
13
1
12,968
163
1.02
2006-08-28
2007-04-11
plurel-19
17
1
16,608
248
1.13
1994-04-20
1994-07-27
plurel-20
6
4
17,126
103
1.09
2000-07-24
2001-01-10
plurel-21
12
1
13,220
93
0.66
2012-05-20
2013-03-07
plurel-22
7
1
8,886
72
0.24
2014-07-18
2017-01-27
plurel-23
9
1
8,282
99
0.46
2011-03-20
2012-06-22
plurel-24
5
2
9,247
57
0.4
2016-05-12
2018-11-19
plurel-25
7
1
7,289
130
0.53
2006-09-26
2007-09-15
plurel-26
9
1
9,552
132
0.7
2012-08-15
2012-09-22
plurel-27
11
1
9,914
156
0.74
2014-06-28
2017-03-24
plurel-28
4
2
7,412
101
0.65
2017-11-13
2018-12-17
plurel-29
15
3
16,740
163
1.03
2007-11-15
2009-03-01
plurel-30
8
3
14,238
88
0.99
2006-05-30
2008-01-27
plurel-31
19
1
16,150
224
0.77
2016-03-07
2018-06-04
plurel-32
14
2
15,691
177
1.03
2003-10-21
2003-11-06
plurel-33
10
1
10,575
93
0.55
2013-04-05
2013-06-10
plurel-34
4
1
5,776
59
0.49
2005-10-25
2006-12-30
plurel-35
12
1
10,371
173
0.68
2013-08-01
2014-05-11
plurel-36
8
1
7,698
75
0.36
2003-11-14
2004-06-09
plurel-37
18
3
21,234
221
1.15
2013-01-14
2014-02-01
plurel-38
4
2
10,606
38
0.44
2009-11-04
2011-08-07
plurel-39
12
6
28,100
168
1.67
2010-08-25
2012-01-01
plurel-40
9
1
9,363
68
0.39
2001-05-07
2001-11-04
plurel-41
3
1
5,600
44
0.55
2001-02-24
2001-09-14
plurel-42
9
1
9,848
59
0.26
2012-11-20
2015-01-24
plurel-43
7
1
8,140
104
0.56
2015-07-02
2018-02-12
plurel-44
6
2
11,988
125
1.06
1994-12-01
1995-04-12
plurel-45
14
6
25,167
223
1.85
2014-03-18
2015-12-11
plurel-46
8
1
8,876
123
0.55
2009-09-11
2011-04-27
plurel-47
10
6
22,508
138
1.59
2013-11-06
2016-09-19
plurel-48
3
1
5,390
41
0.25
2016-04-24
2019-03-14
plurel-49
13
2
16,101
275
1.14
2010-10-23
2011-03-23
plurel-50
19
1
16,666
236
1.14
2001-11-19
2001-11-21
plurel-51
8
1
9,922
125
0.88
2012-09-25
2015-05-09
plurel-52
14
8
33,522
236
2.73
2013-06-15
2015-03-07
plurel-53
8
1
7,261
127
0.57
2008-12-31
2009-12-21
plurel-54
18
2
16,985
242
1.14
2001-04-19
2001-08-22
plurel-55
16
10
40,494
183
2.1
2006-08-03
2007-03-27
plurel-56
7
1
8,641
87
0.44
2017-01-30
2019-12-31
plurel-57
18
9
37,065
262
2.36
2010-06-24
2012-08-01
plurel-58
6
2
7,156
78
0.42
2015-06-11
2017-11-27
plurel-59
20
2
17,516
295
1.16
2018-02-23
2020-08-11
plurel-60
16
2
19,731
256
1.17
2001-03-20
2002-05-09
plurel-61
6
1
7,923
36
0.21
2023-01-29
2023-03-04
plurel-62
20
12
52,017
315
3.88
2021-03-13
2023-02-05
plurel-63
15
1
15,422
257
1.03
2006-12-22
2007-03-29
plurel-64
7
4
15,050
92
1.01
2020-08-20
2022-01-28
plurel-65
17
9
37,961
255
2.41
2001-01-08
2001-09-09
plurel-66
16
8
33,207
185
2.07
1995-02-18
1995-03-13
plurel-67
6
1
7,898
106
0.48
2001-01-03
2002-04-17
plurel-68
10
1
9,480
188
0.61
2002-06-18
2003-10-11
plurel-69
14
8
34,035
223
2.05
2006-12-01
2008-03-17
plurel-70
17
1
14,433
256
1.02
2008-11-12
2011-01-28
plurel-71
14
6
27,099
192
1.71
2015-02-23
2016-11-09
plurel-72
17
9
38,693
264
2.48
1995-03-01
1995-03-15
plurel-73
17
1
15,653
220
0.91
2004-05-24
2005-09-30
plurel-74
12
2
15,778
133
0.83
2017-12-01
2021-02-02
plurel-75
19
1
17,775
201
0.86
2019-06-19
2019-07-04
plurel-76
4
1
5,120
60
0.3
2015-06-10
2016-10-04
plurel-77
14
4
19,114
216
1.44
2007-04-01
2008-11-12
plurel-78
8
3
12,769
79
0.89
1990-04-01
1990-04-12
plurel-79
13
1
13,206
221
0.87
2016-11-27
2018-06-20
plurel-80
18
1
17,193
225
1.11
2004-07-13
2004-11-12
plurel-81
6
1
7,238
80
0.72
2020-03-15
2020-08-10
plurel-82
6
2
9,538
73
0.57
1992-05-22
1992-07-05
plurel-83
11
1
10,585
193
0.69
1991-03-30
1991-04-14
plurel-84
13
6
24,177
218
2.06
2011-11-13
2013-05-01
plurel-85
13
1
14,776
221
1.13
2022-12-22
2023-06-01
plurel-86
3
1
5,193
37
0.26
1999-07-17
2000-07-09
plurel-87
9
5
19,304
116
0.89
2020-10-21
2022-11-14
plurel-88
3
1
6,269
18
0.25
2018-11-08
2021-05-20
plurel-89
7
1
9,309
60
0.34
2015-05-07
2016-01-17
plurel-90
6
1
8,180
82
0.37
2014-10-22
2015-11-10
plurel-91
17
1
15,074
190
0.9
1995-09-28
1996-04-05
plurel-92
13
5
24,731
160
2.06
2013-02-15
2014-12-22
plurel-93
8
1
7,109
70
0.37
2011-06-11
2013-10-29
plurel-94
3
2
9,391
33
0.65
2019-08-09
2020-10-27
plurel-95
12
1
11,539
132
0.64
2020-05-04
2021-04-30
plurel-96
9
1
10,130
193
1.09
2003-06-25
2004-06-25
plurel-97
6
4
17,470
50
0.85
2016-01-17
2019-03-26
plurel-98
13
1
12,546
187
0.81
2007-03-09
2008-01-20
plurel-99
4
1
5,732
31
0.18
2010-08-24
2010-11-13
End of preview. Expand in Data Studio

PluRel

A large collection of 2000 synthetic relational databases (seeds plurel-0 … plurel-1999) generated for pretraining relational/tabular foundation models. Each database is self-describing in the RelBench manifest layout (plain parquet + manifest.yaml):

<dataset>/
  manifest.yaml                 # tables, primary keys, foreign-key graph
  schema.svg                    # ER diagram
  db/*.parquet                  # relational tables (plain parquet)

Load with relbench.load_dataset("relbench/plurel/<dataset>"), or read any subdir's parquet directly with pandas/duckdb.

Per-database statistics (tables, rows, columns, size, split timestamps) are in overview.csv, shown in the Dataset Viewer above.
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