Dataset Viewer
Studienabschluss
stringclasses 3
values | Anzahl_Abgeordnete
int64 0
994
| Abbrecherquote
float64 0
100
| Studienzeit
int64 2
998
| Geldbeteiligung
float64 500
17.2k
| Studiengebühren
int64 0
998
| Anzahl_Studenten
int64 0
999
| Bewerbungsrate
float64 0.02
99.9
| Abschlussrate
float64 0.01
99.8
|
|---|---|---|---|---|---|---|---|---|
Bachelor
| 716
| 60.85
| 496
| 7,528
| 159
| 108
| 55.87
| 24.26
|
Master
| 24
| 75.99
| 581
| 6,559.77
| 423
| 401
| 44.34
| 1.65
|
Doktorat
| 268
| 67.04
| 81
| 7,846.61
| 19
| 274
| 23.2
| 66.82
|
Bachelor
| 324
| 52.97
| 514
| 8,199.12
| 863
| 501
| 17.62
| 61.69
|
Bachelor
| 897
| 59.42
| 852
| 7,049.49
| 66
| 460
| 2.4
| 18.24
|
Doktorat
| 660
| 53.19
| 85
| 12,935.23
| 497
| 258
| 6.98
| 65.95
|
Doktorat
| 9
| 36
| 957
| 2,703.94
| 544
| 132
| 46.53
| 77.4
|
Doktorat
| 10
| 57.93
| 249
| 10,203.59
| 947
| 741
| 89.23
| 94.3
|
Master
| 441
| 53.96
| 993
| 9,519.13
| 937
| 297
| 60.47
| 50.3
|
Bachelor
| 531
| 32.73
| 986
| 5,620.92
| 357
| 344
| 54.35
| 18.69
|
Doktorat
| 449
| 62.87
| 304
| 13,633.03
| 470
| 521
| 14.5
| 52.71
|
Master
| 469
| 69.2
| 321
| 8,384.17
| 736
| 603
| 78.03
| 28.33
|
Doktorat
| 52
| 72.2
| 433
| 1,054.96
| 876
| 323
| 98.44
| 90.13
|
Master
| 896
| 63.27
| 311
| 8,025.43
| 600
| 659
| 49.87
| 23.25
|
Doktorat
| 800
| 36.37
| 332
| 7,783.12
| 992
| 552
| 61.56
| 37.67
|
Master
| 421
| 74.4
| 680
| 7,905.22
| 591
| 63
| 86.17
| 7.49
|
Master
| 594
| 52.56
| 785
| 7,126.9
| 205
| 545
| 44.86
| 12.23
|
Bachelor
| 308
| 55.84
| 104
| 13,155.99
| 266
| 852
| 10.3
| 14.33
|
Master
| 127
| 50.84
| 15
| 9,438.53
| 619
| 10
| 12.95
| 80.57
|
Doktorat
| 480
| 63.41
| 516
| 2,197.61
| 205
| 598
| 90.62
| 52.11
|
Master
| 32
| 29.94
| 560
| 11,173.85
| 609
| 649
| 55.28
| 10.15
|
Bachelor
| 94
| 36.4
| 453
| 11,063.61
| 231
| 469
| 62.16
| 47.83
|
Doktorat
| 291
| 39.98
| 859
| 12,253.06
| 460
| 548
| 28.18
| 55.35
|
Master
| 802
| 69.45
| 336
| 7,414.4
| 624
| 755
| 11.51
| 23.29
|
Bachelor
| 170
| 67.53
| 306
| 3,636.16
| 596
| 594
| 22.91
| 94.43
|
Bachelor
| 748
| 47.25
| 236
| 12,499.17
| 619
| 274
| 59.69
| 71.97
|
Bachelor
| 126
| 49.76
| 905
| 8,187.07
| 938
| 13
| 33.47
| 64.88
|
Master
| 582
| 50.06
| 124
| 12,826.88
| 208
| 961
| 11.78
| 15.24
|
Bachelor
| 514
| 57.37
| 69
| 9,634.28
| 902
| 819
| 45.77
| 12.64
|
Master
| 41
| 71.45
| 346
| 6,532.76
| 739
| 451
| 88.74
| 73.41
|
Bachelor
| 28
| 67.91
| 673
| 4,699.18
| 614
| 954
| 47.01
| 17.92
|
Doktorat
| 113
| 52.73
| 367
| 3,098.08
| 364
| 878
| 45.02
| 34.1
|
Doktorat
| 217
| 42.94
| 680
| 4,492.33
| 452
| 999
| 45.8
| 70.83
|
Bachelor
| 761
| 39.27
| 107
| 11,002.47
| 638
| 302
| 8.97
| 10.25
|
Bachelor
| 860
| 64.03
| 698
| 12,468.68
| 459
| 61
| 67.74
| 8.97
|
Bachelor
| 337
| 74.75
| 480
| 8,394.42
| 687
| 177
| 4.8
| 84.9
|
Doktorat
| 882
| 57.72
| 67
| 4,785.66
| 664
| 195
| 12.85
| 48.45
|
Master
| 759
| 79.64
| 265
| 4,465.12
| 883
| 924
| 70.87
| 3.31
|
Master
| 986
| 32.41
| 458
| 10,531.25
| 620
| 510
| 32.22
| 80.43
|
Bachelor
| 607
| 40.98
| 276
| 3,842.44
| 599
| 644
| 10.71
| 81.93
|
Master
| 337
| 63.06
| 195
| 5,034.51
| 228
| 436
| 17.6
| 35.56
|
Doktorat
| 303
| 53.24
| 451
| 5,436.47
| 920
| 617
| 12.31
| 28.95
|
Bachelor
| 639
| 40.47
| 458
| 10,464.31
| 527
| 325
| 33.83
| 71.18
|
Master
| 658
| 77.25
| 283
| 12,726.07
| 551
| 254
| 15.71
| 45.9
|
Doktorat
| 716
| 24.55
| 864
| 9,339.66
| 888
| 453
| 50.28
| 44.05
|
Master
| 102
| 21.74
| 698
| 7,491.57
| 490
| 610
| 87.82
| 91.21
|
Master
| 613
| 42.78
| 224
| 8,402.64
| 708
| 630
| 88.7
| 24.67
|
Master
| 287
| 54.52
| 855
| 5,833.99
| 0
| 57
| 56.74
| 60.72
|
Master
| 909
| 49.37
| 201
| 2,112.85
| 347
| 881
| 39.17
| 59.76
|
Bachelor
| 677
| 84.64
| 566
| 7,461.96
| 55
| 527
| 78.89
| 3.36
|
Doktorat
| 629
| 45.59
| 36
| 6,962.7
| 617
| 472
| 57.09
| 27.02
|
Doktorat
| 896
| 56.95
| 358
| 7,844.34
| 455
| 887
| 25.35
| 23.75
|
Bachelor
| 595
| 35.46
| 747
| 8,159.87
| 456
| 216
| 48.95
| 67.4
|
Doktorat
| 894
| 55.63
| 818
| 8,733.39
| 55
| 635
| 82.56
| 94.05
|
Bachelor
| 964
| 32.72
| 229
| 7,353.93
| 849
| 231
| 4.63
| 46.88
|
Bachelor
| 368
| 45.09
| 559
| 4,161.09
| 748
| 847
| 61.23
| 80.86
|
Master
| 253
| 58.69
| 587
| 10,895.71
| 10
| 325
| 1.92
| 89.81
|
Doktorat
| 351
| 69.19
| 539
| 7,945.43
| 956
| 750
| 47.1
| 42.19
|
Bachelor
| 574
| 82.01
| 914
| 11,366.28
| 616
| 193
| 64.49
| 50.68
|
Doktorat
| 739
| 62.08
| 576
| 7,703.4
| 255
| 471
| 40.34
| 70.25
|
Master
| 544
| 54.83
| 2
| 9,093.99
| 598
| 630
| 15.49
| 28.65
|
Master
| 377
| 23.49
| 661
| 3,480.38
| 80
| 14
| 37.66
| 94.19
|
Bachelor
| 693
| 62.69
| 721
| 5,328.77
| 360
| 193
| 32.34
| 65.37
|
Bachelor
| 373
| 63.47
| 719
| 2,572.92
| 401
| 42
| 14.05
| 11.09
|
Doktorat
| 648
| 77.12
| 468
| 4,371.98
| 843
| 465
| 79.42
| 47.35
|
Master
| 479
| 53.3
| 276
| 2,241.92
| 948
| 663
| 57.12
| 11.94
|
Bachelor
| 941
| 51.96
| 176
| 10,512.61
| 619
| 812
| 19.89
| 98.48
|
Doktorat
| 11
| 69.76
| 811
| 11,459.67
| 340
| 487
| 14.56
| 60.64
|
Bachelor
| 601
| 75.01
| 801
| 11,866.67
| 838
| 637
| 90.02
| 23.5
|
Master
| 360
| 46.14
| 703
| 12,468.44
| 720
| 159
| 43.35
| 54.26
|
Doktorat
| 374
| 44.16
| 113
| 3,312
| 549
| 950
| 80.85
| 52.76
|
Master
| 9
| 37.85
| 393
| 12,800.65
| 796
| 505
| 44.93
| 54.37
|
Bachelor
| 509
| 45.56
| 648
| 9,945.5
| 349
| 960
| 81.22
| 78.74
|
Master
| 766
| 45.83
| 115
| 10,444.52
| 669
| 471
| 84.48
| 78.57
|
Bachelor
| 684
| 54.56
| 202
| 8,011.59
| 606
| 284
| 71.76
| 9.22
|
Bachelor
| 921
| 56.33
| 48
| 500
| 661
| 894
| 45.97
| 90.06
|
Bachelor
| 459
| 61.77
| 987
| 7,646.39
| 257
| 850
| 96
| 21.91
|
Master
| 268
| 49.74
| 334
| 1,439.14
| 789
| 204
| 6.94
| 68.46
|
Bachelor
| 525
| 71.23
| 209
| 7,419.14
| 809
| 303
| 56.26
| 23.33
|
Doktorat
| 676
| 73.28
| 784
| 2,923.38
| 671
| 281
| 11.32
| 49.19
|
Master
| 856
| 50.92
| 911
| 4,254.73
| 898
| 785
| 47.91
| 21.47
|
Bachelor
| 399
| 48
| 890
| 9,202.48
| 836
| 980
| 35.47
| 95.27
|
Master
| 751
| 33.15
| 570
| 12,236.32
| 501
| 719
| 50.7
| 98.46
|
Bachelor
| 727
| 5.56
| 608
| 4,522.74
| 774
| 72
| 85.31
| 40.12
|
Bachelor
| 651
| 72.35
| 613
| 3,476.1
| 887
| 326
| 96.15
| 58.28
|
Doktorat
| 515
| 80.65
| 484
| 3,986.28
| 964
| 391
| 20.51
| 67.31
|
Master
| 764
| 32.22
| 634
| 4,555.73
| 303
| 182
| 84.84
| 92.18
|
Doktorat
| 581
| 60.72
| 750
| 6,208.27
| 223
| 685
| 64.69
| 91.01
|
Doktorat
| 705
| 84.49
| 642
| 7,211.62
| 480
| 132
| 70.11
| 39.87
|
Bachelor
| 785
| 73.52
| 800
| 5,382.29
| 613
| 130
| 1.73
| 11.57
|
Master
| 18
| 26.19
| 503
| 13,370.58
| 408
| 439
| 56.15
| 85.23
|
Doktorat
| 188
| 37.92
| 998
| 4,029.27
| 150
| 805
| 97.76
| 8.35
|
Bachelor
| 366
| 22.61
| 556
| 6,522.91
| 479
| 564
| 67.04
| 76.9
|
Master
| 664
| 45.6
| 75
| 7,776.37
| 218
| 534
| 24.85
| 21.16
|
Bachelor
| 529
| 85.65
| 471
| 500
| 617
| 783
| 15.37
| 51.03
|
Bachelor
| 362
| 49.7
| 453
| 9,810.03
| 31
| 160
| 13.99
| 22.42
|
Bachelor
| 537
| 65.93
| 743
| 13,980.01
| 319
| 172
| 1.63
| 48.13
|
Doktorat
| 845
| 32.71
| 196
| 7,338.93
| 974
| 596
| 93.92
| 78.67
|
Bachelor
| 477
| 57.89
| 239
| 5,089.58
| 684
| 481
| 6.28
| 71.83
|
Doktorat
| 391
| 54.18
| 484
| 8,083.65
| 494
| 782
| 11.66
| 63.04
|
End of preview. Expand
in Data Studio
Abbrecherquoten (Studium/Ausbildung)
High-quality synthetic dataset for machine learning and data analysis.
📊 Dataset Overview
- Rows: 500,000 (sample: 1,000)
- Columns: 9
- Quality Score: 96%
- Format: CSV
- Type: 100% Synthetic
🎯 Features
StudienabschlussAnzahl_AbgeordneteAbbrecherquoteStudienzeitGeldbeteiligungStudiengebührenAnzahl_StudentenBewerbungsrateAbschlussrate
💡 Use Cases
- 🤖 Machine learning model training
- 📊 Data analysis and visualization
- 🔬 Algorithm development
- 📚 Education and research
- 🧪 Testing and prototyping
✅ Quality & Privacy
- LLM-validated quality score: 96%
- 100% synthetic - no real personal data
- GDPR compliant by design
- Privacy-safe for all applications
🚀 Quick Start
from datasets import load_dataset
dataset = load_dataset("MarvHins/abbrecherquoten-(studium/ausbildung)")
df = dataset['train'].to_pandas()
print(df.head())
print(df.info())
📝 License
CC BY 4.0 - Free to use with attribution
💰 Get Full Dataset
This is a sample preview (1,000 rows).
🔗 Purchase Full Dataset (500,000 rows) →
Price includes:
- Complete dataset (500,000 rows)
- All 9 features
- Commercial license
- Instant download
👤 Author
Marvin Hinske | 2025
This is a sample preview (1,000 rows). Full dataset available for purchase.
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