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Commit
10a26cc
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1 Parent(s): 30e639d

Add batch datagen_003 (35,500 rows)

Browse files
Files changed (2) hide show
  1. README.md +237 -267
  2. datagen_003/train-00000-of-00001.parquet +2 -2
README.md CHANGED
@@ -454,35 +454,35 @@ dataset_info:
454
  dataset_size: 24305126
455
  - config_name: datagen_003
456
  features:
457
- - name: credit_score
458
  dtype: float64
459
- - name: interest_rate
460
  dtype: float64
461
- - name: liabilities
462
  dtype: float64
463
  - name: default
464
  dtype: float64
465
- - name: age
466
  dtype: float64
467
- - name: balance
468
  dtype: float64
469
  - name: loan_amount
470
  dtype: float64
471
- - name: revenue
472
- dtype: float64
473
  - name: tax_rate
474
  dtype: float64
475
- - name: expenses
476
  dtype: float64
477
- - name: debt_ratio
478
  dtype: float64
479
- - name: margin
480
  dtype: float64
481
- - name: assets
482
  dtype: float64
483
- - name: employment_years
484
  dtype: float64
485
- - name: income
 
 
486
  dtype: float64
487
  - name: finance_15
488
  dtype: float64
@@ -500,486 +500,456 @@ dataset_info:
500
  dtype: float64
501
  - name: finance_22
502
  dtype: float64
503
- - name: finance_23
504
- dtype: float64
505
- - name: finance_24
506
- dtype: float64
507
- - name: finance_25
508
- dtype: float64
509
- - name: finance_26
510
- dtype: float64
511
- - name: finance_27
512
- dtype: float64
513
- - name: finance_28
514
- dtype: float64
515
- - name: finance_29
516
- dtype: float64
517
- - name: finance_30
518
- dtype: float64
519
- - name: finance_31
520
- dtype: float64
521
- - name: finance_32
522
- dtype: float64
523
- - name: finance_33
524
- dtype: float64
525
- - name: finance_34
526
- dtype: float64
527
- - name: finance_35
528
- dtype: float64
529
- - name: finance_36
530
- dtype: float64
531
- - name: finance_37
532
- dtype: float64
533
  - name: target
534
  dtype: int64
535
  - name: _source_meta
536
  dtype: large_string
537
- - name: science_20
538
  dtype: float64
539
- - name: velocity
540
  dtype: float64
541
- - name: science_15
542
  dtype: float64
543
- - name: customs_flag
544
  dtype: float64
545
- - name: logistics_43
546
  dtype: float64
547
- - name: team_size
548
  dtype: float64
549
- - name: load_factor
550
  dtype: float64
551
- - name: logistics_19
552
  dtype: float64
553
- - name: logistics_31
554
  dtype: float64
555
- - name: reaction_time
556
  dtype: float64
557
- - name: intensity
558
  dtype: float64
559
- - name: health_23
560
  dtype: float64
561
- - name: hr_28
562
  dtype: float64
563
- - name: logistics_37
564
  dtype: float64
565
- - name: disk_iops
566
  dtype: float64
567
- - name: hr_24
568
  dtype: float64
569
- - name: hemoglobin
570
  dtype: float64
571
- - name: health_58
572
  dtype: float64
573
- - name: logistics_35
574
  dtype: float64
575
- - name: cholesterol
576
  dtype: float64
577
- - name: department_id
578
  dtype: float64
579
- - name: volume
580
  dtype: float64
581
- - name: finance_40
582
  dtype: float64
583
- - name: return_flag
584
  dtype: float64
585
- - name: health_55
586
  dtype: float64
587
- - name: health_24
588
  dtype: float64
589
- - name: voltage
590
  dtype: float64
591
- - name: diagnosis
592
  dtype: float64
593
- - name: health_33
594
  dtype: float64
595
- - name: health_27
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  dtype: float64
597
- - name: hr_49
598
  dtype: float64
599
- - name: health_57
600
  dtype: float64
601
- - name: health_40
602
  dtype: float64
603
- - name: satisfaction
604
  dtype: float64
605
- - name: hr_57
606
  dtype: float64
607
- - name: peer_rating
608
  dtype: float64
609
- - name: health_20
610
  dtype: float64
611
- - name: fragile
612
  dtype: float64
613
- - name: logistics_32
614
  dtype: float64
615
- - name: logistics_42
616
  dtype: float64
617
- - name: hr_43
618
  dtype: float64
619
- - name: creatinine
620
  dtype: float64
621
- - name: health_54
622
  dtype: float64
623
- - name: performance_score
624
  dtype: float64
625
- - name: training_hours
626
  dtype: float64
627
- - name: fan_rpm
628
  dtype: float64
629
- - name: absences
630
  dtype: float64
631
- - name: hr_18
632
  dtype: float64
633
- - name: health_19
634
  dtype: float64
635
- - name: logistics_40
636
  dtype: float64
637
- - name: science_16
638
  dtype: float64
639
- - name: role_level
640
  dtype: float64
641
- - name: hr_15
642
  dtype: float64
643
- - name: science_23
644
  dtype: float64
645
- - name: logistics_52
646
  dtype: float64
647
- - name: exercise_days
648
  dtype: float64
649
- - name: health_15
650
  dtype: float64
651
- - name: on_time
652
  dtype: float64
653
- - name: bmi
654
  dtype: float64
655
- - name: logistics_53
656
  dtype: float64
657
- - name: hr_36
658
  dtype: float64
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- - name: finance_43
660
  dtype: float64
661
- - name: hr_30
662
  dtype: float64
663
- - name: hr_40
664
  dtype: float64
665
- - name: salary
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  dtype: float64
667
- - name: hr_54
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  dtype: float64
669
- - name: science_18
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  dtype: float64
671
- - name: health_31
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  dtype: float64
673
- - name: health_37
674
  dtype: float64
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- - name: health_26
676
  dtype: float64
677
- - name: hr_61
678
  dtype: float64
679
- - name: logistics_36
680
  dtype: float64
681
- - name: logistics_30
682
  dtype: float64
683
- - name: finance_39
684
  dtype: float64
685
- - name: logistics_34
686
  dtype: float64
687
- - name: cpu_pct
688
  dtype: float64
689
- - name: health_35
690
  dtype: float64
691
- - name: health_56
692
  dtype: float64
693
- - name: finance_46
694
  dtype: float64
695
- - name: remote_days
696
  dtype: float64
697
- - name: health_45
698
  dtype: float64
699
- - name: logistics_50
700
  dtype: float64
701
- - name: warehouse_id
702
  dtype: float64
703
- - name: yield_pct
704
  dtype: float64
705
- - name: health_38
706
  dtype: float64
707
- - name: hr_56
708
  dtype: float64
709
- - name: health_47
710
  dtype: float64
711
- - name: logistics_17
712
  dtype: float64
713
- - name: health_59
714
  dtype: float64
715
- - name: logistics_33
716
  dtype: float64
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- - name: logistics_48
718
  dtype: float64
719
- - name: logistics_27
720
  dtype: float64
721
- - name: logistics_39
722
  dtype: float64
723
- - name: hr_39
724
  dtype: float64
725
- - name: health_22
726
  dtype: float64
727
- - name: health_53
728
  dtype: float64
729
- - name: health_51
730
  dtype: float64
731
- - name: health_34
732
  dtype: float64
733
- - name: cost_usd
734
  dtype: float64
735
- - name: acceleration
736
  dtype: float64
737
- - name: hr_60
738
  dtype: float64
739
- - name: health_43
740
  dtype: float64
741
- - name: health_16
742
  dtype: float64
743
- - name: priority
744
  dtype: float64
745
- - name: packet_loss
746
  dtype: float64
747
- - name: logistics_47
748
  dtype: float64
749
- - name: logistics_45
750
  dtype: float64
751
- - name: finance_41
752
  dtype: float64
753
- - name: health_48
754
  dtype: float64
755
- - name: vibration
756
  dtype: float64
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- - name: finance_44
758
  dtype: float64
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- - name: health_36
760
  dtype: float64
761
- - name: health_46
762
  dtype: float64
763
- - name: hr_48
764
  dtype: float64
765
- - name: logistics_16
766
  dtype: float64
767
- - name: logistics_15
768
  dtype: float64
769
- - name: hr_42
770
  dtype: float64
771
- - name: attrition
772
  dtype: float64
773
- - name: hr_53
774
  dtype: float64
775
- - name: logistics_21
776
  dtype: float64
777
- - name: hr_34
778
  dtype: float64
779
- - name: health_17
780
  dtype: float64
781
- - name: hr_51
782
  dtype: float64
783
- - name: health_21
784
  dtype: float64
785
- - name: health_25
786
  dtype: float64
787
- - name: logistics_46
788
  dtype: float64
789
- - name: logistics_28
790
  dtype: float64
791
- - name: logistics_22
792
  dtype: float64
793
- - name: health_50
794
  dtype: float64
795
- - name: logistics_38
796
  dtype: float64
797
- - name: logistics_20
798
  dtype: float64
799
- - name: concentration
800
  dtype: float64
801
- - name: temperature_k
802
  dtype: float64
803
- - name: hr_20
804
  dtype: float64
805
- - name: hr_21
806
  dtype: float64
807
- - name: health_39
808
  dtype: float64
809
- - name: health_18
810
  dtype: float64
811
- - name: logistics_18
812
  dtype: float64
813
- - name: hr_29
814
  dtype: float64
815
- - name: logistics_29
816
  dtype: float64
817
- - name: hr_58
818
  dtype: float64
819
- - name: logistics_23
820
  dtype: float64
821
- - name: hr_59
822
  dtype: float64
823
- - name: tenure_years
824
  dtype: float64
825
- - name: blood_pressure
826
  dtype: float64
827
- - name: weight_kg
828
  dtype: float64
829
- - name: energy_kj
830
  dtype: float64
831
- - name: hr_25
832
  dtype: float64
833
- - name: overtime_hours
834
  dtype: float64
835
- - name: purity
836
  dtype: float64
837
- - name: science_22
838
  dtype: float64
839
- - name: alcohol_units
840
  dtype: float64
841
- - name: bonus_pct
842
  dtype: float64
843
- - name: hr_44
844
  dtype: float64
845
- - name: logistics_26
846
  dtype: float64
847
- - name: family_history
848
  dtype: float64
849
- - name: health_28
850
  dtype: float64
851
- - name: hr_45
852
  dtype: float64
853
- - name: logistics_44
854
  dtype: float64
855
- - name: smoking
856
  dtype: float64
857
- - name: hr_38
858
  dtype: float64
859
- - name: entropy
860
  dtype: float64
861
- - name: logistics_51
862
  dtype: float64
863
- - name: hr_47
864
  dtype: float64
865
- - name: finance_45
866
  dtype: float64
867
- - name: finance_48
868
  dtype: float64
869
- - name: promotions
870
  dtype: float64
871
- - name: heart_rate
872
  dtype: float64
873
- - name: health_49
874
  dtype: float64
875
- - name: route_id
876
  dtype: float64
877
- - name: logistics_49
878
  dtype: float64
879
- - name: hr_19
880
  dtype: float64
881
- - name: hr_33
882
  dtype: float64
883
- - name: logistics_25
884
  dtype: float64
885
- - name: glucose
886
  dtype: float64
887
- - name: hr_27
888
  dtype: float64
889
- - name: transit_days
890
  dtype: float64
891
- - name: logistics_41
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  dtype: float64
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- - name: health_44
894
  dtype: float64
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- - name: health_30
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  dtype: float64
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- - name: hr_62
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  dtype: float64
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- - name: hr_32
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  dtype: float64
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- - name: hr_37
902
  dtype: float64
903
- - name: logistics_24
904
  dtype: float64
905
- - name: white_cell_count
906
  dtype: float64
907
- - name: hr_22
908
  dtype: float64
909
- - name: hr_16
910
  dtype: float64
911
- - name: temperature
912
  dtype: float64
913
- - name: science_19
914
  dtype: float64
915
- - name: health_29
916
  dtype: float64
917
- - name: hr_55
918
  dtype: float64
919
- - name: hr_46
920
  dtype: float64
921
- - name: hr_26
922
  dtype: float64
923
- - name: science_21
924
  dtype: float64
925
- - name: carrier_id
926
  dtype: float64
927
- - name: hr_17
928
  dtype: float64
929
- - name: pressure_pa
930
  dtype: float64
931
- - name: wavelength
932
  dtype: float64
933
- - name: hr_23
934
  dtype: float64
935
- - name: latency_ms
936
  dtype: float64
937
- - name: health_32
938
  dtype: float64
939
- - name: hr_31
940
  dtype: float64
941
- - name: hr_52
942
  dtype: float64
943
- - name: health_42
944
  dtype: float64
945
- - name: health_41
946
  dtype: float64
947
- - name: humidity
948
  dtype: float64
949
- - name: science_17
950
  dtype: float64
951
- - name: mass
952
  dtype: float64
953
- - name: fuel_consumption
954
  dtype: float64
955
- - name: finance_47
956
  dtype: float64
957
- - name: hr_41
958
  dtype: float64
959
- - name: hr_50
960
  dtype: float64
961
- - name: hr_35
962
  dtype: float64
963
- - name: damage_rate
964
  dtype: float64
965
- - name: finance_42
966
  dtype: float64
967
- - name: fever
968
  dtype: float64
969
- - name: ph
970
  dtype: float64
971
- - name: distance_km
972
  dtype: float64
973
- - name: health_52
974
  dtype: float64
975
- - name: finance_38
976
  dtype: float64
977
  splits:
978
  - name: train
979
- num_bytes: 116543625
980
- num_examples: 47000
981
- download_size: 9994939
982
- dataset_size: 116543625
983
  - config_name: datagen_004
984
  features:
985
  - name: revenue
 
454
  dataset_size: 24305126
455
  - config_name: datagen_003
456
  features:
457
+ - name: age
458
  dtype: float64
459
+ - name: balance
460
  dtype: float64
461
+ - name: revenue
462
  dtype: float64
463
  - name: default
464
  dtype: float64
465
+ - name: assets
466
  dtype: float64
467
+ - name: debt_ratio
468
  dtype: float64
469
  - name: loan_amount
470
  dtype: float64
 
 
471
  - name: tax_rate
472
  dtype: float64
473
+ - name: employment_years
474
  dtype: float64
475
+ - name: credit_score
476
  dtype: float64
477
+ - name: income
478
  dtype: float64
479
+ - name: expenses
480
  dtype: float64
481
+ - name: margin
482
  dtype: float64
483
+ - name: interest_rate
484
+ dtype: float64
485
+ - name: liabilities
486
  dtype: float64
487
  - name: finance_15
488
  dtype: float64
 
500
  dtype: float64
501
  - name: finance_22
502
  dtype: float64
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
503
  - name: target
504
  dtype: int64
505
  - name: _source_meta
506
  dtype: large_string
507
+ - name: satisfaction
508
  dtype: float64
509
+ - name: hr_24
510
  dtype: float64
511
+ - name: finance_43
512
  dtype: float64
513
+ - name: logistics_44
514
  dtype: float64
515
+ - name: hr_22
516
  dtype: float64
517
+ - name: hr_16
518
  dtype: float64
519
+ - name: health_32
520
  dtype: float64
521
+ - name: creatinine
522
  dtype: float64
523
+ - name: logistics_39
524
  dtype: float64
525
+ - name: mem_pct
526
  dtype: float64
527
+ - name: health_28
528
  dtype: float64
529
+ - name: hr_21
530
  dtype: float64
531
+ - name: science_23
532
  dtype: float64
533
+ - name: hr_23
534
  dtype: float64
535
+ - name: hr_31
536
  dtype: float64
537
+ - name: health_21
538
  dtype: float64
539
+ - name: hr_18
540
  dtype: float64
541
+ - name: health_42
542
  dtype: float64
543
+ - name: health_46
544
  dtype: float64
545
+ - name: concentration
546
  dtype: float64
547
+ - name: health_43
548
  dtype: float64
549
+ - name: finance_30
550
  dtype: float64
551
+ - name: hemoglobin
552
  dtype: float64
553
+ - name: health_41
554
  dtype: float64
555
+ - name: logistics_20
556
  dtype: float64
557
+ - name: uptime_hours
558
  dtype: float64
559
+ - name: logistics_48
560
  dtype: float64
561
+ - name: logistics_51
562
  dtype: float64
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+ - name: logistics_19
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  dtype: float64
565
+ - name: current
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  dtype: float64
567
+ - name: absences
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  dtype: float64
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+ - name: hr_25
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  dtype: float64
571
+ - name: velocity
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  dtype: float64
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+ - name: hr_33
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  dtype: float64
575
+ - name: heart_rate
576
  dtype: float64
577
+ - name: humidity
578
  dtype: float64
579
+ - name: warehouse_id
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  dtype: float64
581
+ - name: customs_flag
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  dtype: float64
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+ - name: science_39
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  dtype: float64
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+ - name: logistics_28
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  dtype: float64
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+ - name: acceleration
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  dtype: float64
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+ - name: hr_19
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  dtype: float64
591
+ - name: fever
592
  dtype: float64
593
+ - name: finance_36
594
  dtype: float64
595
+ - name: finance_28
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  dtype: float64
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+ - name: logistics_49
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  dtype: float64
599
+ - name: science_38
600
  dtype: float64
601
+ - name: science_44
602
  dtype: float64
603
+ - name: hr_17
604
  dtype: float64
605
+ - name: science_21
606
  dtype: float64
607
+ - name: hr_20
608
  dtype: float64
609
+ - name: salary
610
  dtype: float64
611
+ - name: health_48
612
  dtype: float64
613
+ - name: science_34
614
  dtype: float64
615
+ - name: reaction_time
616
  dtype: float64
617
+ - name: logistics_30
618
  dtype: float64
619
+ - name: entropy
620
  dtype: float64
621
+ - name: science_36
622
  dtype: float64
623
+ - name: carrier_id
624
  dtype: float64
625
+ - name: health_19
626
  dtype: float64
627
+ - name: smoking
628
  dtype: float64
629
+ - name: white_cell_count
630
  dtype: float64
631
+ - name: health_16
632
  dtype: float64
633
+ - name: training_hours
634
  dtype: float64
635
+ - name: health_20
636
  dtype: float64
637
+ - name: exercise_days
638
  dtype: float64
639
+ - name: science_29
640
  dtype: float64
641
+ - name: logistics_24
642
  dtype: float64
643
+ - name: science_41
644
  dtype: float64
645
+ - name: logistics_31
646
  dtype: float64
647
+ - name: route_id
648
  dtype: float64
649
+ - name: finance_37
650
  dtype: float64
651
+ - name: health_44
652
  dtype: float64
653
+ - name: science_33
654
  dtype: float64
655
+ - name: health_17
656
  dtype: float64
657
+ - name: weight_kg
658
  dtype: float64
659
+ - name: packet_loss
660
  dtype: float64
661
+ - name: vibration
662
  dtype: float64
663
+ - name: team_size
664
  dtype: float64
665
+ - name: science_48
666
  dtype: float64
667
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