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smoke_detection_iot.csv — Real-time sensor readings for model training

62630
Total Rows
13
Features
7
ML Models
Temperature[C] Humidity[%] TVOC[ppb] eCO2[ppm] Raw H2 Raw Ethanol Pressure[hPa] PM1.0 PM2.5 NC0.5 NC1.0 NC2.5 CNT 🔥 Fire Alarm (Target)
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S.No UTC Temperature[C] Humidity[%] TVOC[ppb] eCO2[ppm] Raw H2 Raw Ethanol Pressure[hPa] PM1.0 PM2.5 NC0.5 NC1.0 NC2.5 CNT Fire Alarm
0 1654733331 20.000 57.36 0 400 12306 18520 939.735 0.00 0.00 0.00 0.000 0.000 0 0
1 1654733332 20.015 56.67 0 400 12345 18651 939.744 0.00 0.00 0.00 0.000 0.000 1 0
2 1654733333 20.029 55.96 0 400 12374 18764 939.738 0.00 0.00 0.00 0.000 0.000 2 0
3 1654733334 20.044 55.28 0 400 12390 18849 939.736 0.00 0.00 0.00 0.000 0.000 3 0
4 1654733335 20.059 54.69 0 400 12403 18921 939.744 0.00 0.00 0.00 0.000 0.000 4 0
5 1654733336 20.073 54.12 0 400 12419 18998 939.725 0.00 0.00 0.00 0.000 0.000 5 0
6 1654733337 20.088 53.61 0 400 12432 19058 939.738 0.00 0.00 0.00 0.000 0.000 6 0
7 1654733338 20.103 53.20 0 400 12439 19114 939.758 0.00 0.00 0.00 0.000 0.000 7 0
8 1654733339 20.117 52.81 0 400 12448 19155 939.758 0.00 0.00 0.00 0.000 0.000 8 0
9 1654733340 20.132 52.46 0 400 12453 19195 939.756 0.90 3.78 0.00 4.369 2.780 9 0
10 1654733341 20.146 52.15 0 400 12454 19230 939.757 0.89 3.71 0.00 4.289 2.730 10 0
11 1654733342 20.161 51.84 0 400 12467 19264 939.754 0.84 3.51 0.00 4.053 2.580 11 0
12 1654733343 20.175 51.62 0 400 12467 19299 939.755 0.81 3.38 0.00 3.909 2.488 12 0
13 1654733344 20.190 51.39 0 400 12469 19317 939.758 0.74 3.11 0.00 3.588 2.284 13 0
14 1654733345 20.204 51.17 0 403 12468 19338 939.742 0.71 2.96 0.00 3.419 2.176 14 0
15 1654733346 20.219 50.99 0 400 12475 19362 939.741 0.64 2.66 0.00 3.077 1.959 15 0
16 1654733347 20.233 50.86 0 400 12480 19382 939.758 0.60 2.52 0.00 2.908 1.851 16 0
17 1654733348 20.248 50.66 0 400 12477 19400 939.764 0.53 2.23 0.00 2.580 1.642 17 0
18 1654733349 20.262 50.49 0 400 12481 19422 939.761 0.50 2.10 0.00 2.423 1.542 18 0
19 1654733350 20.277 50.27 0 406 12489 19451 939.752 0.41 1.72 0.00 1.987 1.265 19 0
20 1654733351 20.291 50.15 0 400 12491 19456 939.729 0.38 1.60 0.00 1.855 1.180 20 0
21 1654733352 20.305 50.02 0 400 12487 19470 939.741 0.33 1.39 0.00 1.610 1.024 21 0
22 1654733353 20.320 49.96 0 400 12492 19489 939.756 0.31 1.30 0.00 1.497 0.953 22 0
23 1654733354 20.334 49.83 0 415 12495 19489 939.764 0.27 1.12 0.00 1.291 0.821 23 0
24 1654733355 20.348 49.76 0 400 12498 19503 939.770 0.25 1.04 0.00 1.197 0.762 24 0
25 1654733356 20.363 49.65 0 401 12499 19516 939.774 0.21 0.89 0.00 1.026 0.653 25 0
26 1654733357 20.377 49.58 0 404 12503 19525 939.771 0.20 0.82 0.00 0.949 0.604 26 0
27 1654733358 20.391 49.37 30 445 12478 19500 939.771 0.17 0.58 0.14 0.665 0.398 27 0
28 1654733359 20.406 49.58 36 455 12472 19487 939.770 0.16 0.56 0.13 0.644 0.385 28 0
29 1654733360 20.420 50.11 20 443 12471 19493 939.775 0.15 0.52 0.12 0.595 0.356 29 0
30 1654733361 20.434 50.68 16 435 12481 19509 939.772 0.14 0.50 0.12 0.569 0.340 30 0
31 1654733362 20.448 51.23 8 440 12482 19520 939.772 0.13 0.45 0.11 0.514 0.308 31 0
32 1654733363 20.462 51.77 11 440 12479 19515 939.762 0.12 0.42 0.10 0.487 0.291 32 0
33 1654733364 20.477 52.28 0 420 12486 19532 939.769 0.11 0.38 0.09 0.434 0.259 33 0
34 1654733365 20.491 52.74 0 414 12489 19535 939.747 0.10 0.36 0.08 0.408 0.244 34 0
35 1654733366 20.505 53.12 3 413 12490 19541 939.754 0.09 0.31 0.07 0.359 0.215 35 0
36 1654733367 20.519 53.50 0 410 12491 19541 939.755 0.08 0.29 0.07 0.336 0.201 36 0
37 1654733368 20.533 53.84 0 413 12498 19552 939.747 0.07 0.26 0.06 0.293 0.175 37 0
38 1654733369 20.547 54.13 0 400 12498 19569 939.757 0.07 0.24 0.06 0.273 0.163 38 0
39 1654733370 20.561 54.41 6 415 12491 19559 939.761 0.06 0.21 0.05 0.236 0.141 39 0
40 1654733371 20.575 54.67 7 406 12498 19553 939.766 0.06 0.19 0.05 0.219 0.131 40 0
41 1654733372 20.589 54.91 0 400 12503 19578 939.765 0.05 0.18 0.04 0.204 0.122 41 0
42 1654733373 20.603 55.08 0 410 12497 19565 939.761 0.04 0.15 0.04 0.175 0.105 42 0
43 1654733374 20.617 55.28 0 400 12505 19565 939.757 0.04 0.14 0.03 0.162 0.097 43 0
44 1654733375 20.631 55.49 0 400 12508 19581 939.762 0.03 0.12 0.03 0.138 0.083 44 0
45 1654733376 20.645 55.86 8 404 12501 19574 939.754 0.03 0.09 0.02 0.100 0.060 45 0
46 1654733377 20.659 55.99 9 406 12505 19582 939.754 0.02 0.08 0.02 0.092 0.055 46 0
47 1654733378 20.673 56.11 0 400 12507 19585 939.745 0.02 0.07 0.02 0.078 0.047 47 0
48 1654733379 20.687 56.18 0 400 12514 19594 939.741 0.02 0.06 0.01 0.072 0.043 48 0
49 1654733380 20.701 56.32 0 408 12510 19587 939.722 0.02 0.05 0.01 0.061 0.036 49 0
50 1654733381 20.715 56.36 6 416 12503 19580 939.711 0.01 0.05 0.01 0.056 0.033 50 0
51 1654733382 20.729 56.47 14 411 12508 19587 939.701 0.01 0.04 0.01 0.047 0.028 51 0
52 1654733383 20.743 56.55 11 404 12512 19596 939.693 0.01 0.04 0.01 0.043 0.026 52 0
53 1654733384 20.756 56.60 11 404 12513 19591 939.707 0.01 0.03 0.01 0.036 0.022 53 0
54 1654733385 20.770 56.66 4 400 12514 19595 939.718 0.01 0.03 0.01 0.033 0.020 54 0
55 1654733386 20.784 56.91 0 400 12535 19628 939.722 0.01 0.02 0.01 0.028 0.017 55 0
56 1654733387 20.798 56.64 0 400 12532 19626 939.721 0.01 0.02 0.01 0.026 0.015 56 0
57 1654733388 20.812 56.06 0 400 12538 19624 939.709 0.44 1.66 0.05 1.906 1.171 57 0
58 1654733389 20.825 55.38 0 400 12539 19629 939.714 0.33 1.24 0.04 1.428 0.877 58 0
59 1654733390 20.839 54.75 0 401 12539 19636 939.718 0.14 0.52 0.02 0.594 0.365 59 0
60 1654733391 20.853 54.14 4 406 12536 19627 939.719 0.08 0.32 0.01 0.364 0.223 60 0
61 1654733392 20.867 53.60 11 415 12529 19625 939.734 0.23 0.83 0.07 0.950 0.579 61 0
62 1654733393 20.880 53.11 0 400 12531 19635 939.746 0.21 0.78 0.07 0.893 0.545 62 0
63 1654733394 20.894 52.66 0 418 12536 19647 939.752 0.18 0.65 0.05 0.742 0.452 63 0
64 1654733395 20.908 52.27 10 411 12534 19635 939.760 0.16 0.59 0.05 0.678 0.414 64 0
65 1654733396 20.921 51.94 27 415 12527 19623 939.758 0.15 0.54 0.05 0.624 0.381 65 0
66 1654733397 20.935 51.66 18 413 12530 19635 939.762 0.13 0.47 0.04 0.541 0.330 66 0
67 1654733398 20.948 51.38 23 421 12532 19631 939.779 0.12 0.44 0.04 0.509 0.310 67 0
68 1654733399 20.962 51.16 13 407 12533 19627 939.767 0.11 0.39 0.03 0.448 0.273 68 0
69 1654733400 20.976 50.92 7 407 12536 19630 939.771 0.10 0.36 0.03 0.419 0.256 69 0
70 1654733401 20.989 50.72 18 401 12529 19622 939.770 0.09 0.32 0.03 0.366 0.223 70 0
71 1654733402 21.003 50.55 18 412 12534 19646 939.773 0.08 0.30 0.03 0.341 0.208 71 0
72 1654733403 21.016 50.38 18 417 12529 19623 939.763 0.07 0.26 0.02 0.295 0.180 72 0
73 1654733404 21.030 50.24 18 413 12532 19626 939.772 0.07 0.24 0.02 0.274 0.167 73 0
74 1654733405 21.043 50.10 12 410 12533 19633 939.776 0.06 0.21 0.02 0.236 0.144 74 0
75 1654733406 21.057 49.93 20 417 12526 19622 939.779 0.05 0.19 0.02 0.219 0.133 75 0
76 1654733407 21.070 49.88 19 400 12528 19620 939.777 0.04 0.16 0.01 0.187 0.114 76 0
77 1654733408 21.084 49.74 2 405 12536 19631 939.781 0.04 0.15 0.01 0.173 0.106 77 0
78 1654733409 21.097 49.67 16 408 12536 19619 939.778 0.04 0.13 0.01 0.148 0.090 78 0
79 1654733410 21.110 49.55 15 404 12537 19631 939.764 0.03 0.12 0.01 0.136 0.083 79 0
80 1654733411 21.124 49.47 18 405 12534 19631 939.772 0.03 0.10 0.01 0.116 0.071 80 0
81 1654733412 21.137 49.44 6 400 12540 19638 939.777 0.03 0.09 0.01 0.106 0.065 81 0
82 1654733413 21.150 49.39 7 407 12540 19638 939.776 0.02 0.08 0.01 0.090 0.055 82 0
83 1654733414 21.164 49.31 12 420 12533 19630 939.784 0.02 0.07 0.01 0.083 0.051 83 0
84 1654733415 21.177 49.21 15 420 12536 19622 939.787 0.02 0.06 0.01 0.070 0.043 84 0
85 1654733416 21.190 49.07 41 448 12515 19596 939.779 0.02 0.06 0.00 0.064 0.039 85 0
86 1654733417 21.204 49.29 45 453 12516 19609 939.784 0.01 0.05 0.00 0.059 0.036 86 0
87 1654733418 21.217 49.81 54 462 12510 19599 939.787 0.01 0.04 0.00 0.050 0.030 87 0
88 1654733419 21.230 50.45 33 448 12517 19610 939.782 0.01 0.04 0.00 0.046 0.028 88 0
89 1654733420 21.243 51.03 42 439 12519 19608 939.781 0.01 0.03 0.00 0.038 0.023 89 0
90 1654733421 21.257 51.56 34 437 12512 19606 939.775 0.01 0.03 0.00 0.035 0.021 90 0
91 1654733422 21.270 52.04 26 441 12527 19617 939.780 0.01 0.03 0.00 0.029 0.018 91 0
92 1654733423 21.283 52.54 18 422 12525 19619 939.788 0.01 0.02 0.00 0.027 0.016 92 0
93 1654733424 21.296 52.92 35 438 12526 19615 939.791 0.01 0.02 0.00 0.023 0.014 93 0
94 1654733425 21.309 53.32 27 424 12522 19618 939.792 0.00 0.02 0.00 0.021 0.013 94 0
95 1654733426 21.323 53.65 23 419 12528 19619 939.799 0.22 0.69 0.39 0.788 0.449 95 0
96 1654733427 21.336 53.96 33 421 12524 19614 939.801 0.20 0.63 0.36 0.718 0.409 96 0
97 1654733428 21.349 54.25 21 417 12530 19610 939.795 0.16 0.49 0.28 0.561 0.320 97 0
98 1654733429 21.362 54.52 19 418 12529 19626 939.799 0.14 0.44 0.25 0.501 0.286 98 0
99 1654733430 21.375 54.74 14 405 12533 19624 939.784 0.12 0.36 0.21 0.414 0.236 99 0
100 1654733431 21.388 54.95 19 414 12527 19613 939.796 0.11 0.33 0.19 0.382 0.218 100 0
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