Datum
stringdate 2023-10-25 00:00:00
2026-07-20 00:00:00
| Umweltverträgliche_Ablaufmengen
float64 0
10k
| Kunststoff_Ablaufmengen
int64 7
5k
| Papier_Ablaufmengen
float64 0
1.98k
| Organische_Ablaufmengen
int64 14
9.99k
| Elektronik_Ablaufmengen
float64 24.7
491
| Batterien_Ablaufmengen
int64 0
49
| Kunststoff_Durchschnittliche_Gewichtsmenge
float64 0.06
99.9
| Papier_Durchschnittliche_Gewichtsmenge
float64 0.04
99.8
| Organische_Durchschnittliche_Gewichtsmenge
int64 0
999
|
|---|---|---|---|---|---|---|---|---|---|
2023-10-25
| 3,964
| 3,755
| 1,175.9
| 3,278
| 230.97
| 18
| 15.03
| 44.22
| 329
|
2023-10-26
| 2,662.06
| 2,897
| 837.09
| 1,254
| 179.53
| 30
| 19.37
| 32.79
| 651
|
2023-10-27
| 4,345.1
| 3,309
| 592.45
| 2,746
| 256.71
| 30
| 37.7
| 3.97
| 475
|
2023-10-28
| 4,990.5
| 2,735
| 744.95
| 6,656
| 199.72
| 16
| 12.01
| 21.74
| 588
|
2023-10-29
| 4,622.27
| 380
| 1,037.14
| 6,061
| 296.38
| 35
| 89.19
| 23.9
| 461
|
2023-10-30
| 4,423.31
| 2,493
| 862.24
| 7,417
| 283.33
| 20
| 97.22
| 28.02
| 874
|
2023-10-31
| 4,860.32
| 972
| 861.04
| 1,455
| 281.49
| 33
| 58.06
| 22.77
| 255
|
2023-11-01
| 2,434.66
| 427
| 1,150.92
| 2,351
| 308.67
| 3
| 36.02
| 80.21
| 814
|
2023-11-02
| 4,744.51
| 2,464
| 1,327.19
| 1,320
| 296.57
| 28
| 13.5
| 80.9
| 193
|
2023-11-03
| 6,466.98
| 1,888
| 510
| 2,105
| 233.4
| 8
| 82.88
| 72.32
| 17
|
2023-11-04
| 2,897.06
| 1,030
| 804.17
| 174
| 166.23
| 29
| 7.56
| 9.47
| 348
|
2023-11-05
| 3,565.81
| 314
| 520.72
| 1,498
| 225.22
| 42
| 40.24
| 92.62
| 419
|
2023-11-06
| 6,992.27
| 1,061
| 1,487.62
| 2,045
| 355.77
| 36
| 51.02
| 80.23
| 745
|
2023-11-07
| 8,691.7
| 1,878
| 557.83
| 6,747
| 362.43
| 49
| 84.51
| 33.33
| 429
|
2023-11-08
| 4,077.82
| 2,471
| 820.12
| 6,127
| 122.63
| 7
| 38.33
| 25.21
| 979
|
2023-11-09
| 4,654.94
| 4,545
| 1,286.76
| 8,761
| 238.73
| 0
| 64.86
| 36.33
| 368
|
2023-11-10
| 7,557.06
| 4,108
| 829.83
| 650
| 148.13
| 13
| 80.81
| 20.55
| 88
|
2023-11-11
| 6,872.18
| 4,628
| 1,151.46
| 6,011
| 294.56
| 3
| 18.38
| 47.68
| 540
|
2023-11-12
| 5,066.75
| 2,016
| 593.76
| 8,820
| 88.92
| 36
| 72.85
| 26.57
| 357
|
2023-11-13
| 3,086.2
| 300
| 861.07
| 4,664
| 220.39
| 44
| 16.48
| 9.64
| 120
|
2023-11-14
| 3,653.95
| 935
| 780.78
| 2,098
| 198.34
| 20
| 83.26
| 49.43
| 768
|
2023-11-15
| 3,997.37
| 1,935
| 999.23
| 6,666
| 184.69
| 6
| 6.82
| 20.35
| 371
|
2023-11-16
| 5,682.44
| 2,166
| 1,135.36
| 4,676
| 323.44
| 39
| 91.1
| 56.83
| 911
|
2023-11-17
| 3,924.7
| 2,884
| 1,467.22
| 9,630
| 323.13
| 14
| 26.79
| 15.66
| 854
|
2023-11-18
| 4,891.42
| 4,337
| 1,464.74
| 9,297
| 150.95
| 42
| 84.34
| 96.26
| 44
|
2023-11-19
| 4,932.72
| 4,164
| 1,388.37
| 9,066
| 270.08
| 24
| 80.9
| 28.41
| 116
|
2023-11-20
| 4,772.3
| 2,226
| 1,232.3
| 4,997
| 225.25
| 19
| 51.9
| 60.63
| 311
|
2023-11-21
| 5,920.65
| 4,376
| 583.31
| 9,797
| 269.27
| 5
| 53.72
| 20.27
| 104
|
2023-11-22
| 4,544.55
| 3,754
| 1,030.98
| 4,310
| 303.3
| 41
| 98.31
| 43.61
| 668
|
2023-11-23
| 3,588.8
| 435
| 591.47
| 3,775
| 211.19
| 0
| 96.7
| 73.08
| 163
|
2023-11-24
| 6,826.08
| 511
| 523.19
| 72
| 154.18
| 49
| 49.76
| 17.14
| 281
|
2023-11-25
| 3,883.33
| 2,192
| 1,040.88
| 2,293
| 315.74
| 6
| 2.54
| 19.96
| 198
|
2023-11-26
| 7,423.16
| 674
| 1,334.23
| 6,187
| 109.36
| 9
| 65.73
| 22.04
| 352
|
2023-11-27
| 1,134.56
| 3,514
| 1,219.58
| 2,663
| 291.04
| 18
| 12.43
| 97.16
| 748
|
2023-11-28
| 4,468.48
| 2,738
| 869.36
| 4,581
| 236.07
| 2
| 54.9
| 47.94
| 396
|
2023-11-29
| 9,437.36
| 4,377
| 969.42
| 7,705
| 366.13
| 41
| 5.85
| 92.74
| 802
|
2023-11-30
| 5,477.45
| 4,813
| 1,311.21
| 6,191
| 331.12
| 3
| 99.06
| 15.98
| 906
|
2023-12-01
| 6,500.81
| 1,569
| 1,231.98
| 9,219
| 166.6
| 18
| 70.16
| 2.57
| 936
|
2023-12-02
| 4,626.61
| 2,956
| 1,149.77
| 896
| 120.7
| 44
| 74.3
| 60.24
| 391
|
2023-12-03
| 6,834.29
| 3,731
| 1,126.33
| 4,382
| 258.39
| 48
| 64.51
| 73.23
| 532
|
2023-12-04
| 5,392.31
| 3,792
| 816.89
| 5,885
| 242.69
| 39
| 89.98
| 82.26
| 273
|
2023-12-05
| 4,242.98
| 1,370
| 1,490.61
| 8,405
| 283.95
| 11
| 43.43
| 43.56
| 725
|
2023-12-06
| 7,580.41
| 797
| 818.79
| 9,938
| 383.81
| 40
| 52.68
| 30.88
| 129
|
2023-12-07
| 5,019.61
| 3,171
| 1,217.27
| 4,944
| 156.18
| 20
| 56.29
| 27.13
| 150
|
2023-12-08
| 7,511.05
| 1,918
| 603.71
| 6,418
| 423.05
| 29
| 30.34
| 56.41
| 296
|
2023-12-09
| 4,440.4
| 1,840
| 625.87
| 7,578
| 288.99
| 41
| 67.38
| 45.68
| 313
|
2023-12-10
| 3,750.19
| 2,679
| 1,585.86
| 7,535
| 371.89
| 7
| 32.06
| 60.68
| 801
|
2023-12-11
| 8,700.81
| 2,173
| 612.16
| 531
| 166.06
| 35
| 55.51
| 37.73
| 598
|
2023-12-12
| 5,751.19
| 4,766
| 1,265.1
| 4,810
| 231.14
| 48
| 87.62
| 37.34
| 310
|
2023-12-13
| 2,074.39
| 2,597
| 986.27
| 286
| 177.31
| 27
| 61.91
| 47.41
| 472
|
2023-12-14
| 5,630.91
| 4,641
| 1,118.78
| 3,709
| 403.92
| 32
| 55.11
| 61.97
| 410
|
2023-12-15
| 4,812.57
| 4,309
| 1,091.2
| 7,823
| 302.85
| 40
| 71.99
| 7.87
| 475
|
2023-12-16
| 3,879.85
| 3,575
| 960.73
| 7,615
| 246.07
| 19
| 18.33
| 38.61
| 174
|
2023-12-17
| 9,831.25
| 3,625
| 904.65
| 9,964
| 139.92
| 6
| 81.41
| 19.81
| 102
|
2023-12-18
| 3,155.35
| 1,021
| 1,082.51
| 4,463
| 295.59
| 24
| 97.38
| 24.73
| 160
|
2023-12-19
| 5,331.01
| 1,842
| 236.39
| 8,993
| 433.86
| 20
| 69.34
| 38.05
| 313
|
2023-12-20
| 5,483.23
| 3,106
| 903.91
| 1,705
| 289.06
| 30
| 68.06
| 83.85
| 920
|
2023-12-21
| 4,667.22
| 100
| 612.16
| 372
| 179.87
| 21
| 36.28
| 76.3
| 782
|
2023-12-22
| 4,398.76
| 4,415
| 880.14
| 5,510
| 264.14
| 43
| 7.48
| 59.97
| 406
|
2023-12-23
| 9,249.06
| 3,989
| 780.47
| 607
| 250.43
| 10
| 20.39
| 80.98
| 941
|
2023-12-24
| 6,252.17
| 4,749
| 1,163.52
| 8,691
| 299.28
| 16
| 5.7
| 9.65
| 900
|
2023-12-25
| 8,597.24
| 1,411
| 845.93
| 1,366
| 125.99
| 18
| 46.98
| 79.44
| 489
|
2023-12-26
| 4,784.24
| 4,546
| 1,184.69
| 4,707
| 238.06
| 35
| 63.53
| 18.01
| 118
|
2023-12-27
| 3,987.65
| 4,197
| 1,276.01
| 2,394
| 41.24
| 15
| 69.77
| 9.26
| 502
|
2023-12-28
| 6,781.79
| 1,603
| 1,008.77
| 5,415
| 214.66
| 9
| 1.59
| 2.18
| 804
|
2023-12-29
| 4,678.2
| 3,634
| 1,160.03
| 918
| 324.97
| 43
| 17.76
| 26.19
| 624
|
2023-12-30
| 5,586.74
| 4,845
| 764.56
| 4,488
| 250.5
| 47
| 47.39
| 26.68
| 156
|
2023-12-31
| 4,426.45
| 2,248
| 1,079.75
| 7,854
| 292.72
| 38
| 74.2
| 91.64
| 873
|
2024-01-01
| 6,164.2
| 2,076
| 783.2
| 4,414
| 250.73
| 5
| 56.85
| 49.11
| 185
|
2024-01-02
| 3,549.16
| 4,172
| 781.34
| 4,951
| 282.07
| 19
| 49.99
| 66.02
| 730
|
2024-01-03
| 2,720.51
| 3,900
| 570.26
| 9,579
| 275.16
| 30
| 9.39
| 88.29
| 559
|
2024-01-04
| 3,929.43
| 2,923
| 1,464.74
| 8,610
| 294.9
| 5
| 39.83
| 55.62
| 528
|
2024-01-05
| 7,192.8
| 2,605
| 1,133.09
| 3,449
| 250.33
| 46
| 90.6
| 30.24
| 589
|
2024-01-06
| 6,035.76
| 3,966
| 1,240.34
| 4,772
| 113.88
| 20
| 30.05
| 51.08
| 190
|
2024-01-07
| 7,260.86
| 4,250
| 1,003.98
| 6,558
| 314.17
| 32
| 36.68
| 50.39
| 282
|
2024-01-08
| 5,382.59
| 2,509
| 933.66
| 864
| 377.15
| 27
| 52.23
| 99.76
| 725
|
2024-01-09
| 1,411.76
| 3,940
| 756.4
| 1,117
| 176.68
| 18
| 81.09
| 84.74
| 205
|
2024-01-10
| 6,160.09
| 1,904
| 1,742.45
| 2,746
| 174.6
| 5
| 44.19
| 27.16
| 909
|
2024-01-11
| 4,398.13
| 4,773
| 776.03
| 1,104
| 391.47
| 23
| 22.93
| 17.93
| 464
|
2024-01-12
| 7,156.68
| 4,491
| 427.2
| 608
| 127.4
| 39
| 13.19
| 65.09
| 768
|
2024-01-13
| 4,833.88
| 712
| 1,507.89
| 8,181
| 271.67
| 30
| 98.17
| 44.21
| 899
|
2024-01-14
| 4,080.87
| 1,064
| 1,082.25
| 6,303
| 198.39
| 29
| 69.69
| 92.71
| 503
|
2024-01-15
| 5,843.32
| 2,711
| 821.18
| 770
| 263.37
| 5
| 1.19
| 2.07
| 360
|
2024-01-16
| 3,744.87
| 4,269
| 978.38
| 9,292
| 199.3
| 38
| 6.04
| 55.52
| 634
|
2024-01-17
| 3,244.33
| 3,171
| 980.64
| 2,879
| 302.47
| 26
| 54.05
| 38.75
| 546
|
2024-01-18
| 5,133.21
| 3,047
| 366.05
| 6,356
| 116.28
| 17
| 44.21
| 38.27
| 141
|
2024-01-19
| 4,588.97
| 382
| 1,518.63
| 1,041
| 332.92
| 36
| 27.02
| 82.93
| 235
|
2024-01-20
| 4,683.34
| 4,439
| 885.58
| 7,796
| 276.36
| 1
| 58.65
| 74.47
| 424
|
2024-01-21
| 4,922.85
| 1,762
| 830.47
| 6,580
| 250.92
| 10
| 79.36
| 2.67
| 574
|
2024-01-22
| 5,715.88
| 2,202
| 853.62
| 6,425
| 269.29
| 8
| 2.15
| 89.34
| 820
|
2024-01-23
| 4,581.61
| 1,897
| 1,326.03
| 2,036
| 273.35
| 24
| 30.67
| 51.51
| 107
|
2024-01-24
| 6,309.09
| 4,152
| 606.85
| 7,121
| 360.59
| 41
| 19.34
| 53.17
| 262
|
2024-01-25
| 7,844.04
| 1,577
| 1,065.55
| 1,839
| 292.53
| 25
| 53.91
| 17.2
| 448
|
2024-01-26
| 5,547.08
| 1,207
| 1,599.61
| 9,232
| 173.72
| 25
| 45.21
| 88.55
| 229
|
2024-01-27
| 5,461.55
| 2,663
| 886.56
| 5,432
| 280.14
| 42
| 74.36
| 52.71
| 946
|
2024-01-28
| 4,594.19
| 7
| 1,091.71
| 8,468
| 278.07
| 47
| 40.24
| 26.15
| 105
|
2024-01-29
| 6,072.69
| 3,251
| 974.27
| 2,302
| 311.45
| 7
| 64.27
| 42.94
| 123
|
2024-01-30
| 5,624.45
| 1,466
| 532.22
| 630
| 269.23
| 34
| 5.63
| 34.18
| 141
|
2024-01-31
| 5,897.71
| 1,785
| 1,092.23
| 863
| 333.17
| 31
| 50.09
| 1
| 538
|
2024-02-01
| 5,419.91
| 2,053
| 848.53
| 2,863
| 385.9
| 40
| 0.74
| 57.09
| 318
|
End of preview. Expand
in Data Studio
Abfall in der Gastronomie
High-quality synthetic dataset for machine learning and data analysis.
📊 Dataset Overview
- Rows: 500,000 (sample: 1,000)
- Columns: 10
- Quality Score: 98%
- Format: CSV
- Type: 100% Synthetic
🎯 Features
DatumUmweltverträgliche_AblaufmengenKunststoff_AblaufmengenPapier_AblaufmengenOrganische_AblaufmengenElektronik_AblaufmengenBatterien_AblaufmengenKunststoff_Durchschnittliche_GewichtsmengePapier_Durchschnittliche_GewichtsmengeOrganische_Durchschnittliche_Gewichtsmenge
💡 Use Cases
- 🤖 Machine learning model training
- 📊 Data analysis and visualization
- 🔬 Algorithm development
- 📚 Education and research
- 🧪 Testing and prototyping
✅ Quality & Privacy
- LLM-validated quality score: 98%
- 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/abfall-in-der-gastronomie")
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 10 features
- Commercial license
- Instant download
👤 Author
Marvin Hinske | 2025
This is a sample preview (1,000 rows). Full dataset available for purchase.
- Downloads last month
- 4