Datasets:

AyaYmohamed
/

smart-greenhouse-forecasting

Timestamp stringdate 2026-05-01 00:03:00 2026-05-07 23:44:00	Temperature float64 13.3 36.5	Humidity float64 33.3 85.6	LDR_Raw int64 40 276	Temp_minus_1min float64 13.3 36.5	Temp_minus_2min float64 13.3 36.5	Temp_minus_3min float64 13.3 36.5	Hum_minus_1min float64 33.3 85.6	Hum_minus_2min float64 33.3 85.6	Hum_minus_3min float64 33.3 85.6	LDR_minus_1min float64 40 276	LDR_minus_2min float64 40 276	LDR_minus_3min float64 40 276	Future_Temp_15min float64 13.3 36.5	Future_Humidity_15min float64 33.3 85.6	Future_LDR_15min float64 40 276
2026-05-01 00:03:00	24.748851	55.438812	152	25.591241	24.711021	25.527332	57.342115	54.960918	58.162447	143	128	155	24.856989	56.915594	142
2026-05-01 00:04:00	24.62525	58.809853	152	24.748851	25.591241	24.711021	55.438812	57.342115	54.960918	152	143	128	26.918185	60.353826	144
2026-05-01 00:05:00	25.924364	57.785285	145	24.62525	24.748851	25.591241	58.809853	55.438812	57.342115	152	152	143	25.221975	58.511847	149
2026-05-01 00:06:00	24.488987	60.045283	138	25.924364	24.62525	24.748851	57.785285	58.809853	55.438812	145	152	152	26.036813	58.019371	129
2026-05-01 00:07:00	25.449699	60.496828	143	24.488987	25.924364	24.62525	60.045283	57.785285	58.809853	138	145	152	25.682876	57.842014	139
2026-05-01 00:08:00	24.840503	54.498904	178	25.449699	24.488987	25.924364	60.496828	60.045283	57.785285	143	138	145	26.415036	57.924591	157
2026-05-01 00:09:00	24.534645	60.90217	145	24.840503	25.449699	24.488987	54.498904	60.496828	60.045283	178	143	138	26.580714	57.507867	141
2026-05-01 00:10:00	25.379109	58.777882	136	24.534645	24.840503	25.449699	60.90217	54.498904	60.496828	145	178	143	26.788764	56.007344	136
2026-05-01 00:11:00	26.007441	59.266056	142	25.379109	24.534645	24.840503	58.777882	60.90217	54.498904	136	145	178	26.88263	59.338625	137
2026-05-01 00:12:00	25.214522	57.161719	152	26.007441	25.379109	24.534645	59.266056	58.777882	60.90217	142	136	145	26.675554	57.464804	140
2026-05-01 00:13:00	25.412884	54.859886	123	25.214522	26.007441	25.379109	57.161719	59.266056	58.777882	152	142	136	26.657198	57.374742	121
2026-05-01 00:14:00	26.38035	59.199709	148	25.412884	25.214522	26.007441	54.859886	57.161719	59.266056	123	152	142	25.861166	57.25883	149
2026-05-01 00:15:00	25.826963	58.301532	132	26.38035	25.412884	25.214522	59.199709	54.859886	57.161719	148	123	152	25.82664	58.990804	138
2026-05-01 00:16:00	25.657278	58.761866	138	25.826963	26.38035	25.412884	58.301532	59.199709	54.859886	132	148	123	27.061748	55.465194	139
2026-05-01 00:17:00	25.992251	56.030721	138	25.657278	25.826963	26.38035	58.761866	58.301532	59.199709	138	132	148	27.143633	55.042667	140
2026-05-01 00:18:00	24.856989	56.915594	142	25.992251	25.657278	25.826963	56.030721	58.761866	58.301532	138	138	132	26.028051	57.995551	131
2026-05-01 00:19:00	26.918185	60.353826	144	24.856989	25.992251	25.657278	56.915594	56.030721	58.761866	142	138	138	26.60067	53.855402	125
2026-05-01 00:20:00	25.221975	58.511847	149	26.918185	24.856989	25.992251	60.353826	56.915594	56.030721	144	142	138	26.520455	54.64077	135
2026-05-01 00:21:00	26.036813	58.019371	129	25.221975	26.918185	24.856989	58.511847	60.353826	56.915594	149	144	142	26.784092	59.18626	130
2026-05-01 00:22:00	25.682876	57.842014	139	26.036813	25.221975	26.918185	58.019371	58.511847	60.353826	129	149	144	27.308683	57.801153	135
2026-05-01 00:23:00	26.415036	57.924591	157	25.682876	26.036813	25.221975	57.842014	58.019371	58.511847	139	129	149	25.070439	54.026235	130
2026-05-01 00:24:00	26.580714	57.507867	141	26.415036	25.682876	26.036813	57.924591	57.842014	58.019371	157	139	129	27.682335	56.80789	130
2026-05-01 00:25:00	26.788764	56.007344	136	26.580714	26.415036	25.682876	57.507867	57.924591	57.842014	141	157	139	26.594354	57.231329	123
2026-05-01 00:26:00	26.88263	59.338625	137	26.788764	26.580714	26.415036	56.007344	57.507867	57.924591	136	141	157	26.810416	58.108802	127
2026-05-01 00:27:00	26.675554	57.464804	140	26.88263	26.788764	26.580714	59.338625	56.007344	57.507867	137	136	141	25.867928	58.439448	148
2026-05-01 00:28:00	26.657198	57.374742	121	26.675554	26.88263	26.788764	57.464804	59.338625	56.007344	140	137	136	26.936083	55.573524	140
2026-05-01 00:29:00	25.861166	57.25883	149	26.657198	26.675554	26.88263	57.374742	57.464804	59.338625	121	140	137	26.442493	56.29892	122
2026-05-01 00:30:00	25.82664	58.990804	138	25.861166	26.657198	26.675554	57.25883	57.374742	57.464804	149	121	140	26.536782	57.693512	137
2026-05-01 00:31:00	27.061748	55.465194	139	25.82664	25.861166	26.657198	58.990804	57.25883	57.374742	138	149	121	26.762051	52.841938	140
2026-05-01 00:32:00	27.143633	55.042667	140	27.061748	25.82664	25.861166	55.465194	58.990804	57.25883	139	138	149	26.739034	55.005634	144
2026-05-01 00:33:00	26.028051	57.995551	131	27.143633	27.061748	25.82664	55.042667	55.465194	58.990804	140	139	138	27.27331	56.33307	138
2026-05-01 00:34:00	26.60067	53.855402	125	26.028051	27.143633	27.061748	57.995551	55.042667	55.465194	131	140	139	27.981362	58.995556	138
2026-05-01 00:35:00	26.520455	54.64077	135	26.60067	26.028051	27.143633	53.855402	57.995551	55.042667	125	131	140	27.418816	53.840092	129
2026-05-01 00:36:00	26.784092	59.18626	130	26.520455	26.60067	26.028051	54.64077	53.855402	57.995551	135	125	131	27.8909	56.105572	120
2026-05-01 00:37:00	27.308683	57.801153	135	26.784092	26.520455	26.60067	59.18626	54.64077	53.855402	130	135	125	27.207029	55.418517	135
2026-05-01 00:38:00	25.070439	54.026235	130	27.308683	26.784092	26.520455	57.801153	59.18626	54.64077	135	130	135	27.569287	55.335811	119
2026-05-01 00:39:00	27.682335	56.80789	130	25.070439	27.308683	26.784092	54.026235	57.801153	59.18626	130	135	130	27.66644	54.031285	131
2026-05-01 00:40:00	26.594354	57.231329	123	27.682335	25.070439	27.308683	56.80789	54.026235	57.801153	130	130	135	28.595943	54.467896	133
2026-05-01 00:41:00	26.810416	58.108802	127	26.594354	27.682335	25.070439	57.231329	56.80789	54.026235	123	130	130	27.310726	58.675255	115
2026-05-01 00:42:00	25.867928	58.439448	148	26.810416	26.594354	27.682335	58.108802	57.231329	56.80789	127	123	130	27.094526	54.894625	115
2026-05-01 00:43:00	26.936083	55.573524	140	25.867928	26.810416	26.594354	58.439448	58.108802	57.231329	148	127	123	26.34878	60.005728	131
2026-05-01 00:44:00	26.442493	56.29892	122	26.936083	25.867928	26.810416	55.573524	58.439448	58.108802	140	148	127	28.180856	54.373398	136
2026-05-01 00:45:00	26.536782	57.693512	137	26.442493	26.936083	25.867928	56.29892	55.573524	58.439448	122	140	148	27.343748	58.956074	117
2026-05-01 00:46:00	26.762051	52.841938	140	26.536782	26.442493	26.936083	57.693512	56.29892	55.573524	137	122	140	28.035192	55.609471	115
2026-05-01 00:47:00	26.739034	55.005634	144	26.762051	26.536782	26.442493	52.841938	57.693512	56.29892	140	137	122	27.133381	55.451747	124
2026-05-01 00:48:00	27.27331	56.33307	138	26.739034	26.762051	26.536782	55.005634	52.841938	57.693512	144	140	137	28.257266	55.481815	122
2026-05-01 00:49:00	27.981362	58.995556	138	27.27331	26.739034	26.762051	56.33307	55.005634	52.841938	138	144	140	26.950381	55.639799	131
2026-05-01 00:50:00	27.418816	53.840092	129	27.981362	27.27331	26.739034	58.995556	56.33307	55.005634	138	138	144	27.893174	54.0519	111
2026-05-01 00:51:00	27.8909	56.105572	120	27.418816	27.981362	27.27331	53.840092	58.995556	56.33307	129	138	138	28.612002	52.537875	133
2026-05-01 00:52:00	27.207029	55.418517	135	27.8909	27.418816	27.981362	56.105572	53.840092	58.995556	120	129	138	27.751128	56.189099	111
2026-05-01 00:53:00	27.569287	55.335811	119	27.207029	27.8909	27.418816	55.418517	56.105572	53.840092	135	120	129	28.474534	57.110342	120
2026-05-01 00:54:00	27.66644	54.031285	131	27.569287	27.207029	27.8909	55.335811	55.418517	56.105572	119	135	120	28.835496	56.770128	118
2026-05-01 00:55:00	28.595943	54.467896	133	27.66644	27.569287	27.207029	54.031285	55.335811	55.418517	131	119	135	28.425884	55.145423	119
2026-05-01 00:56:00	27.310726	58.675255	115	28.595943	27.66644	27.569287	54.467896	54.031285	55.335811	133	131	119	28.293289	54.466437	127
2026-05-01 00:57:00	27.094526	54.894625	115	27.310726	28.595943	27.66644	58.675255	54.467896	54.031285	115	133	131	27.349766	56.053504	122
2026-05-01 00:58:00	26.34878	60.005728	131	27.094526	27.310726	28.595943	54.894625	58.675255	54.467896	115	115	133	28.365449	53.60138	112
2026-05-01 00:59:00	28.180856	54.373398	136	26.34878	27.094526	27.310726	60.005728	54.894625	58.675255	131	115	115	26.570775	54.457302	127
2026-05-01 01:00:00	27.343748	58.956074	117	28.180856	26.34878	27.094526	54.373398	60.005728	54.894625	136	131	115	28.728103	51.249667	123
2026-05-01 01:01:00	28.035192	55.609471	115	27.343748	28.180856	26.34878	58.956074	54.373398	60.005728	117	136	131	27.612345	54.196919	106
2026-05-01 01:02:00	27.133381	55.451747	124	28.035192	27.343748	28.180856	55.609471	58.956074	54.373398	115	117	136	27.580676	52.904489	97
2026-05-01 01:03:00	28.257266	55.481815	122	27.133381	28.035192	27.343748	55.451747	55.609471	58.956074	124	115	117	28.625844	51.912166	124
2026-05-01 01:04:00	26.950381	55.639799	131	28.257266	27.133381	28.035192	55.481815	55.451747	55.609471	122	124	115	28.91118	55.087134	112
2026-05-01 01:05:00	27.893174	54.0519	111	26.950381	28.257266	27.133381	55.639799	55.481815	55.451747	131	122	124	27.907545	56.778698	119
2026-05-01 01:06:00	28.612002	52.537875	133	27.893174	26.950381	28.257266	54.0519	55.639799	55.481815	111	131	122	27.872829	54.640877	104
2026-05-01 01:07:00	27.751128	56.189099	111	28.612002	27.893174	26.950381	52.537875	54.0519	55.639799	133	111	131	28.419692	54.119488	112
2026-05-01 01:08:00	28.474534	57.110342	120	27.751128	28.612002	27.893174	56.189099	52.537875	54.0519	111	133	111	28.078029	53.062178	112
2026-05-01 01:09:00	28.835496	56.770128	118	28.474534	27.751128	28.612002	57.110342	56.189099	52.537875	120	111	133	28.206055	48.970097	121
2026-05-01 01:10:00	28.425884	55.145423	119	28.835496	28.474534	27.751128	56.770128	57.110342	56.189099	118	120	111	28.248815	51.627761	107
2026-05-01 01:11:00	28.293289	54.466437	127	28.425884	28.835496	28.474534	55.145423	56.770128	57.110342	119	118	120	29.195995	52.395529	124
2026-05-01 01:12:00	27.349766	56.053504	122	28.293289	28.425884	28.835496	54.466437	55.145423	56.770128	127	119	118	29.333193	51.363819	109
2026-05-01 01:13:00	28.365449	53.60138	112	27.349766	28.293289	28.425884	56.053504	54.466437	55.145423	122	127	119	29.435768	51.446932	106
2026-05-01 01:14:00	26.570775	54.457302	127	28.365449	27.349766	28.293289	53.60138	56.053504	54.466437	112	122	127	29.605046	54.962837	98
2026-05-01 01:15:00	28.728103	51.249667	123	26.570775	28.365449	27.349766	54.457302	53.60138	56.053504	127	112	122	28.294639	53.530948	105
2026-05-01 01:16:00	27.612345	54.196919	106	28.728103	26.570775	28.365449	51.249667	54.457302	53.60138	123	127	112	29.499236	52.602784	127
2026-05-01 01:17:00	27.580676	52.904489	97	27.612345	28.728103	26.570775	54.196919	51.249667	54.457302	106	123	127	28.539924	52.264522	98
2026-05-01 01:18:00	28.625844	51.912166	124	27.580676	27.612345	28.728103	52.904489	54.196919	51.249667	97	106	123	28.619104	52.152661	93
2026-05-01 01:19:00	28.91118	55.087134	112	28.625844	27.580676	27.612345	51.912166	52.904489	54.196919	124	97	106	29.895968	52.30173	88
2026-05-01 01:20:00	27.907545	56.778698	119	28.91118	28.625844	27.580676	55.087134	51.912166	52.904489	112	124	97	30.00105	49.915563	108
2026-05-01 01:21:00	27.872829	54.640877	104	27.907545	28.91118	28.625844	56.778698	55.087134	51.912166	119	112	124	29.292307	52.230951	114
2026-05-01 01:22:00	28.419692	54.119488	112	27.872829	27.907545	28.91118	54.640877	56.778698	55.087134	104	119	112	29.100611	47.361711	113
2026-05-01 01:23:00	28.078029	53.062178	112	28.419692	27.872829	27.907545	54.119488	54.640877	56.778698	112	104	119	29.827524	47.215751	114
2026-05-01 01:24:00	28.206055	48.970097	121	28.078029	28.419692	27.872829	53.062178	54.119488	54.640877	112	112	104	28.725247	51.349617	106
2026-05-01 01:25:00	28.248815	51.627761	107	28.206055	28.078029	28.419692	48.970097	53.062178	54.119488	121	112	112	28.436862	50.347581	99
2026-05-01 01:26:00	29.195995	52.395529	124	28.248815	28.206055	28.078029	51.627761	48.970097	53.062178	107	121	112	29.854165	52.47588	110
2026-05-01 01:27:00	29.333193	51.363819	109	29.195995	28.248815	28.206055	52.395529	51.627761	48.970097	124	107	121	29.806386	55.036656	101
2026-05-01 01:28:00	29.435768	51.446932	106	29.333193	29.195995	28.248815	51.363819	52.395529	51.627761	109	124	107	29.435947	51.01464	98
2026-05-01 01:29:00	29.605046	54.962837	98	29.435768	29.333193	29.195995	51.446932	51.363819	52.395529	106	109	124	29.726724	51.544331	112
2026-05-01 01:30:00	28.294639	53.530948	105	29.605046	29.435768	29.333193	54.962837	51.446932	51.363819	98	106	109	28.621863	52.696486	117
2026-05-01 01:31:00	29.499236	52.602784	127	28.294639	29.605046	29.435768	53.530948	54.962837	51.446932	105	98	106	28.990543	54.784607	107
2026-05-01 01:32:00	28.539924	52.264522	98	29.499236	28.294639	29.605046	52.602784	53.530948	54.962837	127	105	98	29.90223	55.332846	108
2026-05-01 01:33:00	28.619104	52.152661	93	28.539924	29.499236	28.294639	52.264522	52.602784	53.530948	98	127	105	30.12024	48.993902	90
2026-05-01 01:34:00	29.895968	52.30173	88	28.619104	28.539924	29.499236	52.152661	52.264522	52.602784	93	98	127	29.846928	48.512634	111
2026-05-01 01:35:00	30.00105	49.915563	108	29.895968	28.619104	28.539924	52.30173	52.152661	52.264522	88	93	98	29.569407	51.445449	107
2026-05-01 01:36:00	29.292307	52.230951	114	30.00105	29.895968	28.619104	49.915563	52.30173	52.152661	108	88	93	29.40695	49.658255	121
2026-05-01 01:37:00	29.100611	47.361711	113	29.292307	30.00105	29.895968	52.230951	49.915563	52.30173	114	108	88	29.869647	49.633676	117
2026-05-01 01:38:00	29.827524	47.215751	114	29.100611	29.292307	30.00105	47.361711	52.230951	49.915563	113	114	108	30.022793	51.452543	95
2026-05-01 01:39:00	28.725247	51.349617	106	29.827524	29.100611	29.292307	47.215751	47.361711	52.230951	114	113	114	29.46362	51.158314	117
2026-05-01 01:40:00	28.436862	50.347581	99	28.725247	29.827524	29.100611	51.349617	47.215751	47.361711	106	114	113	29.347462	49.387182	100
2026-05-01 01:41:00	29.854165	52.47588	110	28.436862	28.725247	29.827524	50.347581	51.349617	47.215751	99	106	114	28.978185	51.011012	100
2026-05-01 01:42:00	29.806386	55.036656	101	29.854165	28.436862	28.725247	52.47588	50.347581	51.349617	110	99	106	29.96301	48.954715	91

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