Unnamed: 0
int64
0
2.08M
Date
stringlengths
10
10
Time
stringlengths
8
8
Global_active_power
float64
0.08
11.1
Global_reactive_power
float64
0
1.39
Voltage
float64
223
254
Global_intensity
float64
0.2
48.4
Sub_metering_1
float64
0
88
Sub_metering_2
float64
0
80
Sub_metering_3
float64
0
31
Datetime
stringlengths
19
19
gap_monthly
float64
0.08
7.97
grp_monthly
float64
0
0.79
v_monthly
float64
226
252
gi_monthly
float64
0.22
34.2
100
2006-12-16
19:04:00
3.366
0
232.78
14.4
0
1
17
2006-12-16 19:04:00
3.427533
0.075467
233.505667
14.7
101
2006-12-16
19:05:00
3.404
0.082
233.08
14.6
0
2
16
2006-12-16 19:05:00
3.3386
0.0782
233.525667
14.306667
102
2006-12-16
19:06:00
3.382
0.074
233.69
14.4
0
0
17
2006-12-16 19:06:00
3.300133
0.080667
233.530667
14.14
103
2006-12-16
19:07:00
3.616
0.106
234.44
15.4
0
4
17
2006-12-16 19:07:00
3.273733
0.0842
233.601333
14.026667
104
2006-12-16
19:08:00
3.476
0.092
234.6
14.8
0
3
17
2006-12-16 19:08:00
3.292533
0.085667
233.620667
14.086667
105
2006-12-16
19:09:00
3.394
0.064
235.12
14.4
0
0
17
2006-12-16 19:09:00
3.328133
0.086
233.632667
14.24
106
2006-12-16
19:10:00
3.4
0
234.28
14.4
0
1
17
2006-12-16 19:10:00
3.366
0.0842
233.619667
14.4
107
2006-12-16
19:11:00
3.414
0
234.19
14.4
0
1
17
2006-12-16 19:11:00
3.404133
0.0824
233.583667
14.56
108
2006-12-16
19:12:00
3.432
0
234.69
14.6
0
1
16
2006-12-16 19:12:00
3.443267
0.0806
233.569333
14.726667
109
2006-12-16
19:13:00
3.418
0
234.26
14.6
0
2
17
2006-12-16 19:13:00
3.484267
0.078333
233.518
14.906667
110
2006-12-16
19:14:00
3.392
0
233.3
14.4
0
1
17
2006-12-16 19:14:00
3.498067
0.0728
233.467667
14.946667
111
2006-12-16
19:15:00
3.394
0
233.43
14.4
0
1
17
2006-12-16 19:15:00
3.4712
0.067
233.436
14.833333
112
2006-12-16
19:16:00
3.394
0
233.45
14.4
0
1
16
2006-12-16 19:16:00
3.4442
0.0608
233.411
14.72
113
2006-12-16
19:17:00
3.406
0
233.91
14.4
0
2
17
2006-12-16 19:17:00
3.417133
0.054867
233.408667
14.6
114
2006-12-16
19:18:00
3.42
0
234.43
14.6
0
1
17
2006-12-16 19:18:00
3.438267
0.0486
233.39
14.686667
115
2006-12-16
19:19:00
3.418
0
234.34
14.4
0
1
17
2006-12-16 19:19:00
3.467533
0.045667
233.379
14.806667
116
2006-12-16
19:20:00
3.422
0.052
234.58
14.6
0
1
17
2006-12-16 19:20:00
3.4984
0.044733
233.401
14.94
117
2006-12-16
19:21:00
3.332
0
234.02
14.2
0
1
16
2006-12-16 19:21:00
3.5316
0.0424
233.418
15.08
118
2006-12-16
19:22:00
3.316
0.046
234.29
14
0
1
17
2006-12-16 19:22:00
3.564733
0.043933
233.446333
15.22
119
2006-12-16
19:23:00
3.334
0
234.36
14.2
0
2
17
2006-12-16 19:23:00
3.594267
0.043933
233.470333
15.34
120
2006-12-16
19:24:00
3.262
0.052
232.64
14
0
0
17
2006-12-16 19:24:00
3.559733
0.045667
233.478667
15.193333
121
2006-12-16
19:25:00
3.476
0.064
232.96
14.8
0
3
16
2006-12-16 19:25:00
3.5346
0.0448
233.502333
15.08
122
2006-12-16
19:26:00
3.62
0.09
233.47
15.4
0
5
17
2006-12-16 19:26:00
3.514267
0.0448
233.540667
14.986667
123
2006-12-16
19:27:00
3.61
0.084
234.98
15.2
0
5
17
2006-12-16 19:27:00
3.5038
0.0448
233.613667
14.926667
124
2006-12-16
19:28:00
3.646
0.138
234.34
15.4
0
5
17
2006-12-16 19:28:00
3.484733
0.0464
233.688667
14.84
125
2006-12-16
19:29:00
3.614
0.192
233.92
15.4
0
5
17
2006-12-16 19:29:00
3.4644
0.0498
233.754
14.746667
126
2006-12-16
19:30:00
3.408
0.162
233.94
14.4
0
2
16
2006-12-16 19:30:00
3.442333
0.052267
233.819
14.646667
127
2006-12-16
19:31:00
3.388
0.134
233.72
14.4
0
1
17
2006-12-16 19:31:00
3.434867
0.053733
233.864333
14.606667
128
2006-12-16
19:32:00
3.372
0.132
233.2
14.4
0
2
17
2006-12-16 19:32:00
3.432
0.055133
233.880667
14.593333
129
2006-12-16
19:33:00
3.37
0.132
233.1
14.4
0
1
16
2006-12-16 19:33:00
3.429867
0.056533
233.917
14.58
130
2006-12-16
19:34:00
3.342
0.12
232.29
14.4
0
1
17
2006-12-16 19:34:00
3.429067
0.060533
233.900667
14.58
131
2006-12-16
19:35:00
3.284
0
232.45
14
0
2
16
2006-12-16 19:35:00
3.425067
0.0578
233.879667
14.56
132
2006-12-16
19:36:00
3.276
0
231.97
14
0
1
17
2006-12-16 19:36:00
3.421533
0.055333
233.822333
14.546667
133
2006-12-16
19:37:00
3.382
0.13
232.42
14.4
0
2
17
2006-12-16 19:37:00
3.413733
0.056133
233.755
14.513333
134
2006-12-16
19:38:00
3.418
0.16
233.38
14.6
0
1
16
2006-12-16 19:38:00
3.4118
0.0584
233.714333
14.506667
135
2006-12-16
19:39:00
3.396
0.158
232.69
14.6
0
1
17
2006-12-16 19:39:00
3.411867
0.061533
233.633333
14.513333
136
2006-12-16
19:40:00
3.406
0.158
233.2
14.6
0
2
16
2006-12-16 19:40:00
3.412067
0.0668
233.597333
14.52
137
2006-12-16
19:41:00
3.406
0.158
233.26
14.6
0
1
17
2006-12-16 19:41:00
3.4118
0.072067
233.566333
14.526667
138
2006-12-16
19:42:00
3.392
0.156
232.84
14.4
0
1
17
2006-12-16 19:42:00
3.410467
0.077267
233.504667
14.52
139
2006-12-16
19:43:00
3.378
0.154
232.39
14.4
0
2
16
2006-12-16 19:43:00
3.409133
0.0824
233.442333
14.513333
140
2006-12-16
19:44:00
3.368
0.154
232.14
14.4
0
1
17
2006-12-16 19:44:00
3.408333
0.087533
233.403667
14.513333
141
2006-12-16
19:45:00
3.35
0.152
231.57
14.4
0
1
16
2006-12-16 19:45:00
3.406867
0.0926
233.341667
14.513333
142
2006-12-16
19:46:00
3.352
0.152
231.66
14.4
0
2
17
2006-12-16 19:46:00
3.405467
0.097667
233.282
14.513333
143
2006-12-16
19:47:00
3.364
0.154
232.22
14.4
0
1
16
2006-12-16 19:47:00
3.404067
0.1028
233.225667
14.513333
144
2006-12-16
19:48:00
3.38
0.156
232.81
14.4
0
1
17
2006-12-16 19:48:00
3.402733
0.108
233.171667
14.506667
145
2006-12-16
19:49:00
3.404
0.16
233.77
14.4
0
1
17
2006-12-16 19:49:00
3.402267
0.113333
233.152667
14.506667
146
2006-12-16
19:50:00
3.378
0.156
232.82
14.4
0
2
16
2006-12-16 19:50:00
3.4008
0.1168
233.094
14.5
147
2006-12-16
19:51:00
3.388
0.158
233.22
14.4
0
1
17
2006-12-16 19:51:00
3.402667
0.122067
233.067333
14.506667
148
2006-12-16
19:52:00
3.376
0.156
232.84
14.4
0
1
17
2006-12-16 19:52:00
3.404667
0.125733
233.019
14.52
149
2006-12-16
19:53:00
3.254
0
232.75
13.8
0
0
16
2006-12-16 19:53:00
3.402
0.125733
232.965333
14.506667
150
2006-12-16
19:54:00
3.214
0.078
232.64
13.8
0
0
17
2006-12-16 19:54:00
3.4004
0.1266
232.965333
14.5
151
2006-12-16
19:55:00
3.202
0.078
232.2
13.8
0
0
16
2006-12-16 19:55:00
3.391267
0.127067
232.94
14.466667
152
2006-12-16
19:56:00
3.202
0.078
232.2
13.8
0
0
17
2006-12-16 19:56:00
3.377333
0.126667
232.897667
14.413333
153
2006-12-16
19:57:00
3.212
0.078
232.58
13.8
0
0
16
2006-12-16 19:57:00
3.364067
0.126467
232.817667
14.366667
154
2006-12-16
19:58:00
3.206
0.078
232.4
13.8
0
0
17
2006-12-16 19:58:00
3.3494
0.124467
232.753
14.313333
155
2006-12-16
19:59:00
3.214
0.078
232.66
13.8
0
0
17
2006-12-16 19:59:00
3.336067
0.120667
232.711
14.26
156
2006-12-16
20:00:00
3.206
0.078
232.43
13.8
0
0
16
2006-12-16 20:00:00
3.329333
0.117867
232.660667
14.24
157
2006-12-16
20:01:00
3.222
0.078
233.02
13.8
0
0
17
2006-12-16 20:01:00
3.3238
0.116
232.637333
14.22
158
2006-12-16
20:02:00
3.216
0.076
232.8
13.8
0
0
16
2006-12-16 20:02:00
3.3186
0.114133
232.624
14.2
159
2006-12-16
20:03:00
3.216
0.078
232.79
13.8
0
0
17
2006-12-16 20:03:00
3.313467
0.112333
232.613667
14.18
160
2006-12-16
20:04:00
3.194
0.078
231.98
13.6
0
0
16
2006-12-16 20:04:00
3.308533
0.110933
232.603333
14.153333
161
2006-12-16
20:05:00
3.278
0
232.88
14
0
0
17
2006-12-16 20:05:00
3.308333
0.110933
232.617667
14.153333
162
2006-12-16
20:06:00
3.282
0
232.52
14
0
0
17
2006-12-16 20:06:00
3.308533
0.110933
232.636
14.153333
163
2006-12-16
20:07:00
3.292
0
232.87
14
0
0
16
2006-12-16 20:07:00
3.305533
0.1066
232.651
14.14
164
2006-12-16
20:08:00
3.316
0
233.78
14
0
0
17
2006-12-16 20:08:00
3.302133
0.101267
232.664333
14.12
165
2006-12-16
20:09:00
3.37
0.08
233.69
14.4
0
0
17
2006-12-16 20:09:00
3.301267
0.098667
232.697667
14.113333
166
2006-12-16
20:10:00
3.42
0.144
234.04
14.6
0
0
17
2006-12-16 20:10:00
3.301733
0.0982
232.725667
14.113333
167
2006-12-16
20:11:00
3.41
0.142
233.93
14.6
0
0
16
2006-12-16 20:11:00
3.301867
0.097667
232.748
14.113333
168
2006-12-16
20:12:00
3.4
0.14
233.62
14.4
0
0
17
2006-12-16 20:12:00
3.302133
0.097133
232.774
14.113333
169
2006-12-16
20:13:00
3.4
0.14
233.64
14.4
0
0
17
2006-12-16 20:13:00
3.302867
0.096667
232.815667
14.113333
170
2006-12-16
20:14:00
3.388
0.14
233.26
14.4
0
0
16
2006-12-16 20:14:00
3.303533
0.0962
232.853
14.113333
171
2006-12-16
20:15:00
3.37
0.086
233.9
14.4
0
0
17
2006-12-16 20:15:00
3.3042
0.094
232.930667
14.113333
172
2006-12-16
20:16:00
3.332
0
233.68
14.2
0
0
17
2006-12-16 20:16:00
3.303533
0.088933
232.998
14.106667
173
2006-12-16
20:17:00
3.31
0
232.83
14.2
0
0
17
2006-12-16 20:17:00
3.301733
0.0838
233.018333
14.1
174
2006-12-16
20:18:00
3.312
0
233
14.2
0
0
16
2006-12-16 20:18:00
3.299467
0.0786
233.024667
14.093333
175
2006-12-16
20:19:00
3.314
0
233.08
14.2
0
0
17
2006-12-16 20:19:00
3.296467
0.073267
233.001667
14.086667
176
2006-12-16
20:20:00
3.302
0
232.69
14.2
0
0
16
2006-12-16 20:20:00
3.293933
0.068067
232.997333
14.08
177
2006-12-16
20:21:00
3.302
0
232.91
14
0
0
17
2006-12-16 20:21:00
3.291067
0.0628
232.987
14.066667
178
2006-12-16
20:22:00
3.3
0
232.87
14
0
0
17
2006-12-16 20:22:00
3.288533
0.0576
232.988
14.053333
179
2006-12-16
20:23:00
3.29
0
232.42
14
0
0
16
2006-12-16 20:23:00
3.289733
0.0576
232.977
14.06
180
2006-12-16
20:24:00
3.286
0
232.31
14
0
0
17
2006-12-16 20:24:00
3.292133
0.055
232.966
14.066667
181
2006-12-16
20:25:00
3.23
0.052
232.79
13.8
0
0
16
2006-12-16 20:25:00
3.293067
0.054133
232.985667
14.066667
182
2006-12-16
20:26:00
3.218
0.078
233.05
13.8
0
0
17
2006-12-16 20:26:00
3.2936
0.054133
233.014
14.066667
183
2006-12-16
20:27:00
3.258
0.076
234.57
13.8
0
0
17
2006-12-16 20:27:00
3.295133
0.054067
233.080333
14.066667
184
2006-12-16
20:28:00
3.264
0.076
234.79
13.8
0
0
17
2006-12-16 20:28:00
3.297067
0.054
233.16
14.066667
185
2006-12-16
20:29:00
3.26
0.076
234.6
13.8
0
0
17
2006-12-16 20:29:00
3.2986
0.053933
233.224667
14.066667
186
2006-12-16
20:30:00
3.262
0.076
234.54
13.8
0
0
17
2006-12-16 20:30:00
3.300467
0.053867
233.295
14.066667
187
2006-12-16
20:31:00
3.264
0.076
234.6
13.8
0
0
16
2006-12-16 20:31:00
3.301867
0.0538
233.347667
14.066667
188
2006-12-16
20:32:00
3.238
0.076
233.77
13.8
0
0
17
2006-12-16 20:32:00
3.3026
0.0538
233.38
14.066667
189
2006-12-16
20:33:00
3.228
0.078
233.5
13.8
0
0
17
2006-12-16 20:33:00
3.303
0.0538
233.403667
14.066667
190
2006-12-16
20:34:00
3.222
0.078
233.27
13.8
0
0
17
2006-12-16 20:34:00
3.303933
0.0538
233.446667
14.073333
191
2006-12-16
20:35:00
3.226
0.078
233.37
13.8
0
0
16
2006-12-16 20:35:00
3.3022
0.0564
233.463
14.066667
192
2006-12-16
20:36:00
3.206
0.078
232.64
13.6
0
0
17
2006-12-16 20:36:00
3.299667
0.059
233.467
14.053333
193
2006-12-16
20:37:00
3.188
0.08
231.95
13.6
0
0
16
2006-12-16 20:37:00
3.2962
0.061667
233.436333
14.04
194
2006-12-16
20:38:00
3.196
0.08
232.21
13.6
0
0
17
2006-12-16 20:38:00
3.2922
0.064333
233.384
14.026667
195
2006-12-16
20:39:00
3.204
0.078
232.5
13.6
0
0
16
2006-12-16 20:39:00
3.286667
0.064267
233.344333
14
196
2006-12-16
20:40:00
3.232
0.078
233.63
13.8
0
0
17
2006-12-16 20:40:00
3.2804
0.062067
233.330667
13.973333
197
2006-12-16
20:41:00
3.254
0.074
234.43
13.8
0
0
17
2006-12-16 20:41:00
3.2752
0.0598
233.347333
13.946667
198
2006-12-16
20:42:00
3.376
0.05
234.63
14.4
0
0
17
2006-12-16 20:42:00
3.2744
0.0568
233.381
13.946667
199
2006-12-16
20:43:00
3.372
0.048
235.05
14.2
0
0
17
2006-12-16 20:43:00
3.273467
0.053733
233.428
13.94