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svinz
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Water_Leak_Dataset

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train · 1k rows

Timestamp string	Sensor_ID string	Pressure (bar) float64	Flow Rate (L/s) float64	Temperature (°C) float64	Leak Status int64	Burst Status int64
2024-01-01 00:00:00	S007	3.694814	77.515218	21.695365	0	0
2024-01-01 00:05:00	S007	2.587125	179.926422	19.016725	0	0
2024-01-01 00:10:00	S002	2.448965	210.130823	10.011681	1	0
2024-01-01 00:15:00	S009	2.936844	141.777934	12.092408	0	0
2024-01-01 00:20:00	S003	3.073693	197.484633	17.001443	0	0
2024-01-01 00:25:00	S009	2.597577	192.332831	24.48448	0	0
2024-01-01 00:30:00	S005	2.846341	86.15382	20.248953	0	0
2024-01-01 00:35:00	S003	3.863981	88.816997	19.937834	0	0
2024-01-01 00:40:00	S010	3.35155	54.696994	22.634272	0	0
2024-01-01 00:45:00	S004	3.39685	188.281135	11.327388	0	0
2024-01-01 00:50:00	S008	3.766801	162.098017	18.095382	0	0
2024-01-01 00:55:00	S009	2.94441	74.790041	10.234546	0	0
2024-01-01 01:00:00	S008	2.508283	172.319214	20.60286	0	0
2024-01-01 01:05:00	S005	3.889451	147.661554	23.724395	0	0
2024-01-01 01:10:00	S001	2.595338	96.647348	14.87775	0	0
2024-01-01 01:15:00	S003	3.208322	67.939137	20.698672	0	0
2024-01-01 01:20:00	S007	2.56065	156.599433	11.663362	0	0
2024-01-01 01:25:00	S007	3.213055	134.491336	20.432741	0	0
2024-01-01 01:30:00	S004	3.91428	139.82982	20.421774	0	0
2024-01-01 01:35:00	S009	2.658241	118.480186	13.276607	0	0
2024-01-01 01:40:00	S010	2.683132	103.444676	23.602427	0	0
2024-01-01 01:45:00	S009	3.727022	179.109587	10.104282	0	0
2024-01-01 01:50:00	S005	3.538654	90.41185	13.661883	0	0
2024-01-01 01:55:00	S008	3.554528	104.54444	24.576731	0	0
2024-01-01 02:00:00	S002	3.568406	72.213039	24.966107	0	0
2024-01-01 02:05:00	S006	2.549576	101.760687	19.51527	0	0
2024-01-01 02:10:00	S010	3.978476	86.308291	20.082033	0	0
2024-01-01 02:15:00	S006	3.051675	144.845875	19.502946	0	0
2024-01-01 02:20:00	S001	2.726076	126.229817	20.437192	0	0
2024-01-01 02:25:00	S004	2.524882	126.813959	13.397437	0	0
2024-01-01 02:30:00	S001	3.096358	127.662703	22.565652	0	0
2024-01-01 02:35:00	S002	3.88704	181.600903	13.869124	0	0
2024-01-01 02:40:00	S009	3.274954	89.124376	24.943805	0	0
2024-01-01 02:45:00	S007	3.008545	102.381436	20.889335	0	0
2024-01-01 02:50:00	S008	3.831655	177.639267	24.034525	0	0
2024-01-01 02:55:00	S003	3.058424	191.020016	24.604958	0	0
2024-01-01 03:00:00	S002	3.537843	147.794189	13.36404	0	0
2024-01-01 03:05:00	S005	2.768234	104.970318	21.162558	0	0
2024-01-01 03:10:00	S003	3.454499	87.569273	18.848063	0	0
2024-01-01 03:15:00	S008	3.446708	169.221696	17.539556	0	0
2024-01-01 03:20:00	S005	2.845278	124.879007	18.580063	0	0
2024-01-01 03:25:00	S005	3.825241	162.157816	24.296078	0	0
2024-01-01 03:30:00	S003	3.970497	61.301938	14.585455	0	0
2024-01-01 03:35:00	S003	2.754239	133.520189	24.042322	0	0
2024-01-01 03:40:00	S008	2.813378	150.671528	15.379702	0	0
2024-01-01 03:45:00	S010	3.611153	154.552361	20.537261	0	0
2024-01-01 03:50:00	S007	3.129671	88.431042	19.172706	0	0
2024-01-01 03:55:00	S004	3.697443	147.49459	20.529503	0	0
2024-01-01 04:00:00	S007	2.541425	136.829734	16.577112	0	0
2024-01-01 04:05:00	S010	3.313967	92.981188	18.862499	0	0
2024-01-01 04:10:00	S006	2.954898	130.562364	14.899769	0	0
2024-01-01 04:15:00	S005	3.185898	176.303461	12.915701	0	0
2024-01-01 04:20:00	S008	3.589137	196.377812	17.744505	0	0
2024-01-01 04:25:00	S003	3.158457	61.768457	10.380261	0	0
2024-01-01 04:30:00	S009	3.53275	58.729039	23.728206	0	0
2024-01-01 04:35:00	S006	3.571894	149.029607	14.199008	0	0
2024-01-01 04:40:00	S005	3.417581	112.940009	13.715965	0	0
2024-01-01 04:45:00	S009	3.01282	63.76986	11.412355	0	0
2024-01-01 04:50:00	S005	3.211261	64.675124	17.374238	0	0
2024-01-01 04:55:00	S005	3.097757	142.377515	19.526405	0	0
2024-01-01 05:00:00	S010	3.900154	125.155983	18.090662	0	0
2024-01-01 05:05:00	S007	3.916377	180.07984	19.546054	0	0
2024-01-01 05:10:00	S003	3.464932	118.737934	18.184252	0	0
2024-01-01 05:15:00	S001	3.477227	81.002654	14.109417	0	0
2024-01-01 05:20:00	S003	3.427381	100.483132	19.83584	0	0
2024-01-01 05:25:00	S002	2.891042	124.405618	20.393355	0	0
2024-01-01 05:30:00	S008	3.602607	170.52214	14.230519	0	0
2024-01-01 05:35:00	S003	3.985758	111.892652	15.580271	0	0
2024-01-01 05:40:00	S005	2.857895	151.976717	21.098631	0	0
2024-01-01 05:45:00	S001	3.257879	173.96862	14.800744	0	0
2024-01-01 05:50:00	S009	3.770715	103.235779	24.352013	0	0
2024-01-01 05:55:00	S010	3.447756	117.266828	14.398162	0	0
2024-01-01 06:00:00	S004	3.919292	167.194408	11.701969	0	0
2024-01-01 06:05:00	S010	3.162296	183.155627	15.263725	0	0
2024-01-01 06:10:00	S010	3.755446	180.030306	22.577211	0	0
2024-01-01 06:15:00	S009	3.73279	155.936334	11.220232	0	0
2024-01-01 06:20:00	S001	3.82054	85.502779	23.615406	0	0
2024-01-01 06:25:00	S003	3.66572	133.760637	16.36333	0	0
2024-01-01 06:30:00	S003	2.880523	110.780313	18.572095	0	0
2024-01-01 06:35:00	S009	3.616317	152.155914	13.562597	0	0
2024-01-01 06:40:00	S009	3.802899	83.539376	24.448338	0	0
2024-01-01 06:45:00	S005	2.565101	188.6965	23.786736	0	0
2024-01-01 06:50:00	S009	3.284647	144.409796	20.43623	0	0
2024-01-01 06:55:00	S006	3.076303	160.565106	23.728815	0	0
2024-01-01 07:00:00	S006	3.183485	143.01989	14.160718	0	0
2024-01-01 07:05:00	S010	2.844092	89.890689	15.405176	0	0
2024-01-01 07:10:00	S001	2.919645	111.681008	19.041728	0	0
2024-01-01 07:15:00	S003	3.733806	192.469987	20.885793	0	0
2024-01-01 07:20:00	S008	3.814992	132.738181	12.472514	0	0
2024-01-01 07:25:00	S002	3.980914	72.562534	18.911961	0	0
2024-01-01 07:30:00	S001	3.757493	120.303974	16.222293	0	0
2024-01-01 07:35:00	S006	3.537572	130.151941	21.248661	0	0
2024-01-01 07:40:00	S005	3.917149	177.447109	13.710222	0	0
2024-01-01 07:45:00	S003	2.912098	81.084147	23.17331	0	0
2024-01-01 07:50:00	S008	2.533277	124.724778	17.14316	0	0
2024-01-01 07:55:00	S001	3.32786	134.140696	23.149804	0	0
2024-01-01 08:00:00	S007	3.632706	143.046433	20.561197	0	0
2024-01-01 08:05:00	S002	3.025881	138.487653	15.883661	0	0
2024-01-01 08:10:00	S004	3.321169	117.636567	23.657069	0	0
2024-01-01 08:15:00	S001	3.924281	72.061022	23.898814	0	0

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