Datasets:

MarvHins
/

abfall-in-der-gastronomie

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

Datum
Umweltverträgliche_Ablaufmengen
Kunststoff_Ablaufmengen
Papier_Ablaufmengen
Organische_Ablaufmengen
Elektronik_Ablaufmengen
Batterien_Ablaufmengen
Kunststoff_Durchschnittliche_Gewichtsmenge
Papier_Durchschnittliche_Gewichtsmenge
Organische_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: 9

Size of downloaded dataset files:

61.4 kB

Size of the auto-converted Parquet files:

56.6 kB

Number of rows:

1,000