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
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2006-12-16 | 17:24:00 | 4.216 | 0.418 | 234.84 | 18.4 | 0 | 1 | 17 | 2006-12-16 17:24:00 | null | null | null | null |
1 | 2006-12-16 | 17:25:00 | 5.36 | 0.436 | 233.63 | 23 | 0 | 1 | 16 | 2006-12-16 17:25:00 | null | null | null | null |
2 | 2006-12-16 | 17:26:00 | 5.374 | 0.498 | 233.29 | 23 | 0 | 2 | 17 | 2006-12-16 17:26:00 | null | null | null | null |
3 | 2006-12-16 | 17:27:00 | 5.388 | 0.502 | 233.74 | 23 | 0 | 1 | 17 | 2006-12-16 17:27:00 | null | null | null | null |
4 | 2006-12-16 | 17:28:00 | 3.666 | 0.528 | 235.68 | 15.8 | 0 | 1 | 17 | 2006-12-16 17:28:00 | null | null | null | null |
5 | 2006-12-16 | 17:29:00 | 3.52 | 0.522 | 235.02 | 15 | 0 | 2 | 17 | 2006-12-16 17:29:00 | null | null | null | null |
6 | 2006-12-16 | 17:30:00 | 3.702 | 0.52 | 235.09 | 15.8 | 0 | 1 | 17 | 2006-12-16 17:30:00 | null | null | null | null |
7 | 2006-12-16 | 17:31:00 | 3.7 | 0.52 | 235.22 | 15.8 | 0 | 1 | 17 | 2006-12-16 17:31:00 | null | null | null | null |
8 | 2006-12-16 | 17:32:00 | 3.668 | 0.51 | 233.99 | 15.8 | 0 | 1 | 17 | 2006-12-16 17:32:00 | null | null | null | null |
9 | 2006-12-16 | 17:33:00 | 3.662 | 0.51 | 233.86 | 15.8 | 0 | 2 | 16 | 2006-12-16 17:33:00 | null | null | null | null |
10 | 2006-12-16 | 17:34:00 | 4.448 | 0.498 | 232.86 | 19.6 | 0 | 1 | 17 | 2006-12-16 17:34:00 | null | null | null | null |
11 | 2006-12-16 | 17:35:00 | 5.412 | 0.47 | 232.78 | 23.2 | 0 | 1 | 17 | 2006-12-16 17:35:00 | null | null | null | null |
12 | 2006-12-16 | 17:36:00 | 5.224 | 0.478 | 232.99 | 22.4 | 0 | 1 | 16 | 2006-12-16 17:36:00 | null | null | null | null |
13 | 2006-12-16 | 17:37:00 | 5.268 | 0.398 | 232.91 | 22.6 | 0 | 2 | 17 | 2006-12-16 17:37:00 | null | null | null | null |
14 | 2006-12-16 | 17:38:00 | 4.054 | 0.422 | 235.24 | 17.6 | 0 | 1 | 17 | 2006-12-16 17:38:00 | null | null | null | null |
15 | 2006-12-16 | 17:39:00 | 3.384 | 0.282 | 237.14 | 14.2 | 0 | 0 | 17 | 2006-12-16 17:39:00 | null | null | null | null |
16 | 2006-12-16 | 17:40:00 | 3.27 | 0.152 | 236.73 | 13.8 | 0 | 0 | 17 | 2006-12-16 17:40:00 | null | null | null | null |
17 | 2006-12-16 | 17:41:00 | 3.43 | 0.156 | 237.06 | 14.4 | 0 | 0 | 17 | 2006-12-16 17:41:00 | null | null | null | null |
18 | 2006-12-16 | 17:42:00 | 3.266 | 0 | 237.13 | 13.8 | 0 | 0 | 18 | 2006-12-16 17:42:00 | null | null | null | null |
19 | 2006-12-16 | 17:43:00 | 3.728 | 0 | 235.84 | 16.4 | 0 | 0 | 17 | 2006-12-16 17:43:00 | null | null | null | null |
20 | 2006-12-16 | 17:44:00 | 5.894 | 0 | 232.69 | 25.4 | 0 | 0 | 16 | 2006-12-16 17:44:00 | null | null | null | null |
21 | 2006-12-16 | 17:45:00 | 7.706 | 0 | 230.98 | 33.2 | 0 | 0 | 17 | 2006-12-16 17:45:00 | null | null | null | null |
22 | 2006-12-16 | 17:46:00 | 7.026 | 0 | 232.21 | 30.6 | 0 | 0 | 16 | 2006-12-16 17:46:00 | null | null | null | null |
23 | 2006-12-16 | 17:47:00 | 5.174 | 0 | 234.19 | 22 | 0 | 0 | 17 | 2006-12-16 17:47:00 | null | null | null | null |
24 | 2006-12-16 | 17:48:00 | 4.474 | 0 | 234.96 | 19.4 | 0 | 0 | 17 | 2006-12-16 17:48:00 | null | null | null | null |
25 | 2006-12-16 | 17:49:00 | 3.248 | 0 | 236.66 | 13.6 | 0 | 0 | 17 | 2006-12-16 17:49:00 | null | null | null | null |
26 | 2006-12-16 | 17:50:00 | 3.236 | 0 | 235.84 | 13.6 | 0 | 0 | 17 | 2006-12-16 17:50:00 | null | null | null | null |
27 | 2006-12-16 | 17:51:00 | 3.228 | 0 | 235.6 | 13.6 | 0 | 0 | 17 | 2006-12-16 17:51:00 | null | null | null | null |
28 | 2006-12-16 | 17:52:00 | 3.258 | 0 | 235.49 | 13.8 | 0 | 0 | 17 | 2006-12-16 17:52:00 | null | null | null | null |
29 | 2006-12-16 | 17:53:00 | 3.178 | 0 | 235.28 | 13.4 | 0 | 0 | 17 | 2006-12-16 17:53:00 | 4.338733 | 0.260667 | 234.631333 | 18.6 |
30 | 2006-12-16 | 17:54:00 | 2.72 | 0 | 235.06 | 11.6 | 0 | 0 | 17 | 2006-12-16 17:54:00 | 4.288867 | 0.246733 | 234.638667 | 18.373333 |
31 | 2006-12-16 | 17:55:00 | 3.758 | 0.076 | 234.17 | 16.4 | 0 | 0 | 17 | 2006-12-16 17:55:00 | 4.235467 | 0.234733 | 234.656667 | 18.153333 |
32 | 2006-12-16 | 17:56:00 | 4.342 | 0.09 | 233.77 | 18.4 | 0 | 0 | 16 | 2006-12-16 17:56:00 | 4.201067 | 0.221133 | 234.672667 | 18 |
33 | 2006-12-16 | 17:57:00 | 4.512 | 0 | 233.62 | 19.2 | 0 | 0 | 17 | 2006-12-16 17:57:00 | 4.171867 | 0.2044 | 234.668667 | 17.873333 |
34 | 2006-12-16 | 17:58:00 | 4.058 | 0.2 | 234.68 | 17.6 | 0 | 0 | 17 | 2006-12-16 17:58:00 | 4.184933 | 0.193467 | 234.635333 | 17.933333 |
35 | 2006-12-16 | 17:59:00 | 2.472 | 0.058 | 236.94 | 10.4 | 0 | 0 | 17 | 2006-12-16 17:59:00 | 4.15 | 0.178 | 234.699333 | 17.78 |
36 | 2006-12-16 | 18:00:00 | 2.79 | 0.18 | 237.52 | 11.8 | 0 | 0 | 18 | 2006-12-16 18:00:00 | 4.1196 | 0.166667 | 234.780333 | 17.646667 |
37 | 2006-12-16 | 18:01:00 | 2.624 | 0.144 | 238.2 | 11 | 0 | 0 | 17 | 2006-12-16 18:01:00 | 4.083733 | 0.154133 | 234.879667 | 17.486667 |
38 | 2006-12-16 | 18:02:00 | 2.772 | 0.118 | 238.28 | 11.6 | 0 | 0 | 17 | 2006-12-16 18:02:00 | 4.053867 | 0.141067 | 235.022667 | 17.346667 |
39 | 2006-12-16 | 18:03:00 | 3.74 | 0.108 | 236.93 | 16.4 | 0 | 16 | 18 | 2006-12-16 18:03:00 | 4.056467 | 0.127667 | 235.125 | 17.366667 |
40 | 2006-12-16 | 18:04:00 | 4.928 | 0.202 | 235.01 | 21 | 0 | 37 | 16 | 2006-12-16 18:04:00 | 4.072467 | 0.1178 | 235.196667 | 17.413333 |
41 | 2006-12-16 | 18:05:00 | 6.052 | 0.192 | 232.93 | 26.2 | 0 | 37 | 17 | 2006-12-16 18:05:00 | 4.0938 | 0.108533 | 235.201667 | 17.513333 |
42 | 2006-12-16 | 18:06:00 | 6.752 | 0.186 | 232.12 | 29 | 0 | 36 | 17 | 2006-12-16 18:06:00 | 4.144733 | 0.0988 | 235.172667 | 17.733333 |
43 | 2006-12-16 | 18:07:00 | 6.474 | 0.144 | 231.85 | 27.8 | 0 | 37 | 16 | 2006-12-16 18:07:00 | 4.184933 | 0.090333 | 235.137333 | 17.906667 |
44 | 2006-12-16 | 18:08:00 | 6.308 | 0.116 | 232.25 | 27 | 0 | 36 | 17 | 2006-12-16 18:08:00 | 4.260067 | 0.080133 | 235.037667 | 18.22 |
45 | 2006-12-16 | 18:09:00 | 4.464 | 0.136 | 234.66 | 19 | 0 | 37 | 16 | 2006-12-16 18:09:00 | 4.296067 | 0.075267 | 234.955 | 18.38 |
46 | 2006-12-16 | 18:10:00 | 3.396 | 0.148 | 236.2 | 15 | 0 | 22 | 18 | 2006-12-16 18:10:00 | 4.300267 | 0.075133 | 234.937333 | 18.42 |
47 | 2006-12-16 | 18:11:00 | 3.09 | 0.152 | 237.07 | 13.8 | 0 | 12 | 17 | 2006-12-16 18:11:00 | 4.288933 | 0.075 | 234.937667 | 18.4 |
48 | 2006-12-16 | 18:12:00 | 3.73 | 0.144 | 235.78 | 16.4 | 0 | 27 | 17 | 2006-12-16 18:12:00 | 4.3044 | 0.0798 | 234.892667 | 18.486667 |
49 | 2006-12-16 | 18:13:00 | 2.308 | 0.16 | 237.43 | 9.6 | 0 | 1 | 17 | 2006-12-16 18:13:00 | 4.257067 | 0.085133 | 234.945667 | 18.26 |
50 | 2006-12-16 | 18:14:00 | 2.388 | 0.158 | 237.26 | 10 | 0 | 1 | 17 | 2006-12-16 18:14:00 | 4.1402 | 0.0904 | 235.098 | 17.746667 |
51 | 2006-12-16 | 18:15:00 | 4.598 | 0.1 | 234.25 | 21.4 | 0 | 20 | 17 | 2006-12-16 18:15:00 | 4.0366 | 0.093733 | 235.207 | 17.353333 |
52 | 2006-12-16 | 18:16:00 | 4.524 | 0.076 | 234.2 | 19.6 | 0 | 9 | 17 | 2006-12-16 18:16:00 | 3.9532 | 0.096267 | 235.273333 | 16.986667 |
53 | 2006-12-16 | 18:17:00 | 4.202 | 0.082 | 234.31 | 17.8 | 0 | 1 | 17 | 2006-12-16 18:17:00 | 3.9208 | 0.099 | 235.277333 | 16.846667 |
54 | 2006-12-16 | 18:18:00 | 4.472 | 0 | 233.29 | 19.2 | 0 | 1 | 16 | 2006-12-16 18:18:00 | 3.920733 | 0.099 | 235.221667 | 16.84 |
55 | 2006-12-16 | 18:19:00 | 2.852 | 0 | 235.61 | 12 | 0 | 1 | 17 | 2006-12-16 18:19:00 | 3.907533 | 0.099 | 235.186667 | 16.786667 |
56 | 2006-12-16 | 18:20:00 | 2.928 | 0 | 235.25 | 12.4 | 0 | 1 | 17 | 2006-12-16 18:20:00 | 3.897267 | 0.099 | 235.167 | 16.746667 |
57 | 2006-12-16 | 18:21:00 | 2.94 | 0 | 236.04 | 12.4 | 0 | 2 | 17 | 2006-12-16 18:21:00 | 3.887667 | 0.099 | 235.181667 | 16.706667 |
58 | 2006-12-16 | 18:22:00 | 2.934 | 0 | 235.51 | 12.4 | 0 | 1 | 17 | 2006-12-16 18:22:00 | 3.876867 | 0.099 | 235.182333 | 16.66 |
59 | 2006-12-16 | 18:23:00 | 2.926 | 0 | 235.68 | 12.4 | 0 | 1 | 17 | 2006-12-16 18:23:00 | 3.868467 | 0.099 | 235.195667 | 16.626667 |
60 | 2006-12-16 | 18:24:00 | 3.452 | 0 | 235.2 | 15.2 | 0 | 1 | 17 | 2006-12-16 18:24:00 | 3.892867 | 0.099 | 235.200333 | 16.746667 |
61 | 2006-12-16 | 18:25:00 | 4.87 | 0 | 233.74 | 20.8 | 0 | 1 | 17 | 2006-12-16 18:25:00 | 3.929933 | 0.096467 | 235.186 | 16.893333 |
62 | 2006-12-16 | 18:26:00 | 4.868 | 0 | 233.84 | 20.8 | 0 | 1 | 17 | 2006-12-16 18:26:00 | 3.947467 | 0.093467 | 235.188333 | 16.973333 |
63 | 2006-12-16 | 18:27:00 | 4.866 | 0 | 233.79 | 20.8 | 0 | 1 | 17 | 2006-12-16 18:27:00 | 3.959267 | 0.093467 | 235.194 | 17.026667 |
64 | 2006-12-16 | 18:28:00 | 3.176 | 0 | 235.5 | 13.8 | 0 | 1 | 17 | 2006-12-16 18:28:00 | 3.929867 | 0.0868 | 235.221333 | 16.9 |
65 | 2006-12-16 | 18:29:00 | 2.92 | 0 | 235.84 | 12.4 | 0 | 1 | 17 | 2006-12-16 18:29:00 | 3.9448 | 0.084867 | 235.184667 | 16.966667 |
66 | 2006-12-16 | 18:30:00 | 2.93 | 0 | 236.15 | 12.4 | 0 | 1 | 17 | 2006-12-16 18:30:00 | 3.949467 | 0.078867 | 235.139 | 16.986667 |
67 | 2006-12-16 | 18:31:00 | 2.912 | 0.05 | 235.81 | 12.4 | 0 | 1 | 17 | 2006-12-16 18:31:00 | 3.959067 | 0.075733 | 235.059333 | 17.033333 |
68 | 2006-12-16 | 18:32:00 | 2.608 | 0.052 | 235.41 | 11 | 0 | 1 | 17 | 2006-12-16 18:32:00 | 3.9536 | 0.073533 | 234.963667 | 17.013333 |
69 | 2006-12-16 | 18:33:00 | 2.714 | 0.162 | 234.82 | 11.6 | 0 | 0 | 17 | 2006-12-16 18:33:00 | 3.9194 | 0.075333 | 234.893333 | 16.853333 |
70 | 2006-12-16 | 18:34:00 | 3.538 | 0.086 | 233.76 | 15.6 | 0 | 1 | 16 | 2006-12-16 18:34:00 | 3.873067 | 0.071467 | 234.851667 | 16.673333 |
71 | 2006-12-16 | 18:35:00 | 6.072 | 0 | 232.48 | 26.4 | 0 | 27 | 17 | 2006-12-16 18:35:00 | 3.873733 | 0.065067 | 234.836667 | 16.68 |
72 | 2006-12-16 | 18:36:00 | 4.536 | 0 | 233.54 | 19.4 | 0 | 1 | 17 | 2006-12-16 18:36:00 | 3.799867 | 0.058867 | 234.884 | 16.36 |
73 | 2006-12-16 | 18:37:00 | 4.408 | 0 | 232.32 | 18.8 | 0 | 1 | 16 | 2006-12-16 18:37:00 | 3.731 | 0.054067 | 234.899667 | 16.06 |
74 | 2006-12-16 | 18:38:00 | 2.912 | 0.048 | 234.02 | 13 | 0 | 1 | 17 | 2006-12-16 18:38:00 | 3.6178 | 0.0518 | 234.958667 | 15.593333 |
75 | 2006-12-16 | 18:39:00 | 2.326 | 0.054 | 234.76 | 9.8 | 0 | 1 | 17 | 2006-12-16 18:39:00 | 3.546533 | 0.049067 | 234.962 | 15.286667 |
76 | 2006-12-16 | 18:40:00 | 2.264 | 0.054 | 234.67 | 9.6 | 0 | 1 | 17 | 2006-12-16 18:40:00 | 3.5088 | 0.045933 | 234.911 | 15.106667 |
77 | 2006-12-16 | 18:41:00 | 2.27 | 0.054 | 235.27 | 9.6 | 0 | 1 | 17 | 2006-12-16 18:41:00 | 3.481467 | 0.042667 | 234.851 | 14.966667 |
78 | 2006-12-16 | 18:42:00 | 2.258 | 0.054 | 235.12 | 9.6 | 0 | 1 | 17 | 2006-12-16 18:42:00 | 3.4324 | 0.039667 | 234.829 | 14.74 |
79 | 2006-12-16 | 18:43:00 | 2.188 | 0.068 | 235.8 | 9.2 | 0 | 1 | 17 | 2006-12-16 18:43:00 | 3.4284 | 0.0366 | 234.774667 | 14.726667 |
80 | 2006-12-16 | 18:44:00 | 2.978 | 0.166 | 234.81 | 13.2 | 0 | 1 | 17 | 2006-12-16 18:44:00 | 3.448067 | 0.036867 | 234.693 | 14.833333 |
81 | 2006-12-16 | 18:45:00 | 4.2 | 0.174 | 234.38 | 17.8 | 0 | 1 | 17 | 2006-12-16 18:45:00 | 3.4348 | 0.039333 | 234.697333 | 14.713333 |
82 | 2006-12-16 | 18:46:00 | 4.204 | 0.186 | 234.2 | 17.8 | 0 | 1 | 16 | 2006-12-16 18:46:00 | 3.424133 | 0.043 | 234.697333 | 14.653333 |
83 | 2006-12-16 | 18:47:00 | 4.218 | 0.178 | 233.98 | 18 | 0 | 1 | 17 | 2006-12-16 18:47:00 | 3.424667 | 0.0462 | 234.686333 | 14.66 |
84 | 2006-12-16 | 18:48:00 | 2.786 | 0.188 | 234.99 | 12 | 0 | 2 | 17 | 2006-12-16 18:48:00 | 3.368467 | 0.052467 | 234.743 | 14.42 |
85 | 2006-12-16 | 18:49:00 | 2.54 | 0.088 | 234.67 | 10.8 | 0 | 4 | 17 | 2006-12-16 18:49:00 | 3.358067 | 0.0554 | 234.711667 | 14.38 |
86 | 2006-12-16 | 18:50:00 | 2.496 | 0.08 | 233.92 | 10.6 | 0 | 3 | 17 | 2006-12-16 18:50:00 | 3.343667 | 0.058067 | 234.667333 | 14.32 |
87 | 2006-12-16 | 18:51:00 | 2.336 | 0.07 | 233.51 | 10 | 0 | 1 | 16 | 2006-12-16 18:51:00 | 3.323533 | 0.0604 | 234.583 | 14.24 |
88 | 2006-12-16 | 18:52:00 | 2.322 | 0 | 233.44 | 9.8 | 0 | 0 | 17 | 2006-12-16 18:52:00 | 3.303133 | 0.0604 | 234.514 | 14.153333 |
89 | 2006-12-16 | 18:53:00 | 2.448 | 0 | 233.64 | 10.6 | 0 | 1 | 17 | 2006-12-16 18:53:00 | 3.2872 | 0.0604 | 234.446 | 14.093333 |
90 | 2006-12-16 | 18:54:00 | 4.298 | 0 | 232.39 | 18.4 | 0 | 1 | 16 | 2006-12-16 18:54:00 | 3.3154 | 0.0604 | 234.352333 | 14.2 |
91 | 2006-12-16 | 18:55:00 | 4.23 | 0.09 | 232.25 | 18.2 | 0 | 1 | 17 | 2006-12-16 18:55:00 | 3.294067 | 0.0634 | 234.302667 | 14.113333 |
92 | 2006-12-16 | 18:56:00 | 4.23 | 0.09 | 232.32 | 18.2 | 0 | 2 | 16 | 2006-12-16 18:56:00 | 3.2728 | 0.0664 | 234.252 | 14.026667 |
93 | 2006-12-16 | 18:57:00 | 3.924 | 0.084 | 232.79 | 17 | 0 | 1 | 17 | 2006-12-16 18:57:00 | 3.2414 | 0.0692 | 234.218667 | 13.9 |
94 | 2006-12-16 | 18:58:00 | 4.218 | 0.09 | 232.09 | 18 | 0 | 1 | 17 | 2006-12-16 18:58:00 | 3.276133 | 0.0722 | 234.105 | 14.04 |
95 | 2006-12-16 | 18:59:00 | 4.224 | 0.09 | 231.96 | 18.2 | 0 | 1 | 16 | 2006-12-16 18:59:00 | 3.3196 | 0.0752 | 233.975667 | 14.233333 |
96 | 2006-12-16 | 19:00:00 | 4.07 | 0.088 | 231.99 | 17.4 | 0 | 1 | 17 | 2006-12-16 19:00:00 | 3.3576 | 0.078133 | 233.837 | 14.4 |
97 | 2006-12-16 | 19:01:00 | 3.612 | 0.09 | 232.36 | 15.6 | 0 | 2 | 16 | 2006-12-16 19:01:00 | 3.380933 | 0.079467 | 233.722 | 14.506667 |
98 | 2006-12-16 | 19:02:00 | 3.458 | 0.09 | 232.71 | 14.8 | 0 | 1 | 17 | 2006-12-16 19:02:00 | 3.409267 | 0.080733 | 233.632 | 14.633333 |
99 | 2006-12-16 | 19:03:00 | 3.434 | 0.09 | 232.01 | 14.8 | 0 | 1 | 16 | 2006-12-16 19:03:00 | 3.433267 | 0.078333 | 233.538333 | 14.74 |