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Smart City & Public Spaces Dataset

Smart City & Public Spaces · 300 rows · seed 123456

iotsyn_6a4e94ceab8d01.08138915

Reference Engine — Internally Verified

Documented reference implementation with a fixed data contract, reproducible generation, and internal validation. External empirical validation remains limited.

engine 4.4.0 · schema 4.4.0 · evidence R12 · seed 123456 · generated 2026-07-08T18:19:58Z

maturity reference · validation internally_verified

#SmartCity #PublicSpaces #UrbanSensing #UTCI #ThermalComfort #AirQuality #PM25 #NO2 #Occupancy #LAeqNoise #SyntheticData #IoT

Configuration

IoTSyn v4.4.0 engine; master_seed: 123456; Capacity: 3400

Data Points

300

License

CC0 1.0

Downloads

14

Views

111

Download CSV Download Validation Report (JSON)

Data Preview

First 120 of 300 rows

Interactive charts generated automatically from a sample of your dataset.

Thermal — air, radiant & UTCI (°C)

Occupancy (persons)

Air quality — PM2.5 & NO2 (µg/m³)

Noise — LAeq 15-min (dBA)

UTCI stress category

Crowd state

Overall action level

Full Dataset Rows

Rows 1–50 of 300 · 64 columns · Page 1 / 6

Every row and every column of this dataset is rendered server-side so that search engines and AI crawlers can index the data directly. Use the pagination below to navigate, or download the full CSV above.

# timestamp step_duration_seconds day_type cloud_state cloud_fraction precipitation_mm_h air_temperature_c vapour_pressure_pa relative_humidity_pct wind_speed_10m_m_s wind_speed_pedestrian_m_s mean_radiant_temperature_c crowd_state crowd_state_mechanism offered_arrivals_count admitted_arrivals_count rejected_arrivals_count deferred_arrivals_count deferred_timeout_count queue_length_persons occupancy_persons operational_capacity_ratio audience_general_public_persons audience_families_persons audience_elderly_persons audience_students_persons audience_commuters_persons audience_event_attendees_persons dominant_audience traffic_flow_vehicles_h pm25_emission_ug_s pm25_background_ug_m3 pm25_physical_ug_m3 pm25_sensor_raw_ug_m3 pm25_sensor_calibrated_ug_m3 pm25_rolling_24h_ug_m3 pm25_rolling_complete no2_emission_ug_s no2_background_ug_m3 no2_physical_ug_m3 no2_sensor_raw_ug_m3 no2_sensor_calibrated_ug_m3 no2_rolling_24h_ug_m3 no2_rolling_complete LAeq_15min_dBA noise_window_complete utci_c utci_stress_category utci_input_clamped wbgt_outdoor_c thermal_risk_level air_quality_risk_level noise_risk_level crowding_risk_level overall_action_level dominant_issue co_dominant_issues elevated_issues elevated_hazard_count compound_risk_flag risk_completeness_fraction overall_action_level_provisional risk_communication_template_id risk_communication_message
1 2026-07-14T00:00:00+01:00 900 weekday overcast 0.8909 0.000 23.795 1432.56 48.72 2.972 1.090 23.468 normal stochastic 4 4 0 0 0 0 12 0.0035 6 2 0 2 1 1 general_public 295.18 65.59 12.00 11.947 11.331 12.041 true 122.99 20.00 19.916 20.666 19.842 true 56.66 true 20.69 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
2 2026-07-14T00:15:00+01:00 900 weekday partly_cloudy 0.3379 0.000 24.559 1428.33 46.40 1.074 0.394 22.573 normal stochastic 4 4 0 0 0 0 12 0.0035 5 1 1 2 2 1 general_public 247.89 55.09 12.00 11.868 10.979 12.026 true 103.29 20.00 19.787 19.280 19.838 true 55.96 true 23.27 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
3 2026-07-14T00:30:00+01:00 900 weekday partly_cloudy 0.4924 0.000 23.793 1382.88 47.04 1.825 0.669 22.270 busy stochastic 15 15 0 0 0 0 23 0.0068 11 4 2 3 2 1 general_public 225.98 50.22 12.00 11.912 14.029 12.055 true 94.16 20.00 19.857 18.183 19.827 true 56.96 true 21.82 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
4 2026-07-14T00:45:00+01:00 900 weekday partly_cloudy 0.5972 0.000 23.729 1443.94 49.31 1.296 0.475 22.520 normal stochastic 9 9 0 0 0 0 25 0.0074 14 6 1 0 2 2 general_public 163.02 36.23 12.00 11.874 10.894 12.041 true 67.93 20.00 19.795 17.086 19.851 true 55.61 true 22.57 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
5 2026-07-14T01:00:00+01:00 900 weekday partly_cloudy 0.8152 0.000 23.678 1382.51 47.35 1.445 0.530 23.124 normal stochastic 19 19 0 0 0 0 34 0.0100 20 8 2 0 3 1 general_public 173.33 38.52 12.00 11.886 13.638 12.061 true 72.22 20.00 19.814 17.491 19.831 true 55.37 true 22.44 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
6 2026-07-14T01:15:00+01:00 900 weekday partly_cloudy 0.1639 0.000 24.535 1416.63 46.09 0.944 0.346 22.027 busy stochastic 14 14 0 0 0 0 35 0.0103 21 6 3 2 1 2 general_public 260.95 57.99 12.00 11.856 11.750 12.047 true 108.73 20.00 19.770 21.270 19.824 true 58.19 true 23.16 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
7 2026-07-14T01:30:00+01:00 900 weekday partly_cloudy 0.6482 0.000 24.054 1480.31 49.57 0.274 0.100 22.998 busy stochastic 17 17 0 0 0 0 38 0.0112 22 8 6 2 0 0 general_public 255.03 56.67 12.00 11.703 16.191 12.079 true 106.26 20.00 19.524 22.456 19.862 true 57.28 true 23.51 no thermal stress true low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
8 2026-07-14T01:45:00+01:00 900 weekday partly_cloudy 0.5373 0.000 24.089 1497.61 50.04 0.458 0.168 22.701 normal stochastic 15 15 0 0 0 0 43 0.0126 22 8 7 3 2 1 general_public 319.81 71.07 12.00 11.781 12.656 12.086 true 133.26 20.00 19.653 18.273 19.848 true 57.49 true 23.48 no thermal stress true low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
9 2026-07-14T02:00:00+01:00 900 weekday clear 0.3828 0.000 23.463 1429.11 49.59 1.473 0.540 21.611 normal stochastic 15 15 0 0 0 0 39 0.0115 17 7 5 4 5 1 general_public 407.75 90.61 12.00 11.917 10.559 12.023 true 169.90 20.00 19.872 19.137 19.858 true 58.64 true 21.91 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
10 2026-07-14T02:15:00+01:00 900 weekday partly_cloudy 0.7821 0.000 23.017 1435.17 51.16 2.174 0.797 22.363 busy stochastic 20 20 0 0 0 0 40 0.0118 15 8 4 3 7 3 general_public 285.29 63.40 12.00 11.929 12.058 12.034 true 118.87 20.00 19.887 18.578 19.860 true 57.94 true 20.95 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
11 2026-07-14T02:30:00+01:00 900 weekday overcast 0.8472 1.972 22.643 1434.26 52.30 1.662 0.609 22.185 normal stochastic 4 4 0 0 0 0 33 0.0097 14 8 2 3 5 1 general_public 266.05 59.12 12.00 11.909 12.736 12.035 true 110.85 20.00 19.854 19.741 19.864 true 58.52 true 21.34 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
12 2026-07-14T02:45:00+01:00 900 weekday overcast 0.7216 2.545 22.705 1472.17 53.48 2.294 0.841 21.870 normal stochastic 3 3 0 0 0 0 17 0.0050 10 2 1 2 2 0 general_public 289.50 64.33 12.00 11.933 11.780 12.043 true 120.63 20.00 19.893 17.232 19.851 true 57.19 true 20.49 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
13 2026-07-14T03:00:00+01:00 900 weekday overcast 0.8031 2.621 22.167 1536.52 57.67 3.004 1.101 21.576 normal stochastic 3 3 0 0 0 0 13 0.0038 5 2 0 3 2 1 general_public 234.51 52.11 12.00 11.943 10.856 12.026 true 97.71 20.00 19.909 19.537 19.873 true 58.05 true 19.06 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
14 2026-07-14T03:15:00+01:00 900 weekday overcast 0.7386 0.000 23.306 1483.08 51.95 4.471 1.640 22.522 normal stochastic 8 8 0 0 0 0 16 0.0047 7 1 2 2 2 2 general_public 238.83 53.07 12.00 11.961 11.931 12.043 true 99.51 20.00 19.937 17.826 19.864 true 57.56 true 18.12 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
15 2026-07-14T03:30:00+01:00 900 weekday overcast 0.6535 0.000 23.974 1540.14 51.82 4.303 1.578 22.934 quiet stochastic 3 3 0 0 0 0 11 0.0032 6 1 1 0 1 2 general_public 200.44 44.54 12.00 11.958 12.053 12.022 true 83.51 20.00 19.932 16.483 19.848 true 55.72 true 19.15 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
16 2026-07-14T03:45:00+01:00 900 weekday partly_cloudy 0.6101 0.000 23.788 1511.85 51.44 4.111 1.508 22.618 quiet stochastic 3 3 0 0 0 0 8 0.0024 5 0 1 0 1 1 general_public 221.58 49.24 12.00 11.957 13.142 12.023 true 92.33 20.00 19.931 20.935 19.825 true 57.51 true 19.07 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
17 2026-07-14T04:00:00+01:00 900 weekday partly_cloudy 0.3144 0.000 23.690 1534.60 52.52 2.679 0.982 21.633 quiet stochastic 3 3 0 0 0 0 6 0.0018 5 0 1 0 0 0 general_public 196.39 43.64 12.00 11.935 11.584 12.009 true 81.83 20.00 19.894 19.377 19.849 true 59.25 true 20.70 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
18 2026-07-14T04:15:00+01:00 900 weekday partly_cloudy 0.8633 0.000 23.831 1615.58 54.83 2.795 1.025 23.421 quiet stochastic 6 6 0 0 0 0 10 0.0029 6 1 1 1 1 0 general_public 224.84 49.96 12.00 11.939 14.222 12.029 true 93.68 20.00 19.902 18.659 19.822 true 57.35 true 21.31 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
19 2026-07-14T04:30:00+01:00 900 weekday partly_cloudy 0.6074 0.000 23.175 1634.47 57.71 3.409 1.250 21.997 quiet stochastic 8 8 0 0 0 0 15 0.0044 7 3 2 1 2 0 general_public 270.77 60.17 12.00 11.952 12.131 12.038 true 112.82 20.00 19.923 18.935 19.811 true 57.94 true 19.57 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
20 2026-07-14T04:45:00+01:00 900 weekday partly_cloudy 0.4942 0.000 23.765 1553.82 52.95 3.557 1.304 22.247 quiet stochastic 6 6 0 0 0 0 17 0.0050 8 4 3 0 2 0 general_public 276.38 61.42 12.00 11.954 11.568 12.028 true 115.16 20.00 19.927 20.479 19.828 true 58.31 true 19.75 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
21 2026-07-14T05:00:00+01:00 900 weekday partly_cloudy 0.6959 0.000 23.746 1505.82 51.37 3.249 1.191 22.833 normal stochastic 13 13 0 0 0 0 20 0.0059 9 4 2 2 1 2 general_public 229.59 51.02 12.00 11.947 11.058 12.026 true 95.66 20.00 19.915 20.812 19.844 true 59.03 true 20.23 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
22 2026-07-14T05:15:00+01:00 900 weekday partly_cloudy 0.7909 0.000 23.471 1421.70 49.31 4.373 1.604 22.844 quiet stochastic 6 6 0 0 0 0 19 0.0056 9 4 2 0 2 2 general_public 224.33 49.85 12.00 11.959 12.195 12.040 true 93.47 20.00 19.935 19.197 19.817 true 58.24 true 18.36 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
23 2026-07-14T05:30:00+01:00 900 weekday partly_cloudy 0.3435 0.000 23.661 1481.19 50.78 3.202 1.174 23.689 quiet stochastic 4 4 0 0 0 0 15 0.0044 10 1 1 0 1 2 general_public 263.70 58.60 12.00 11.949 12.709 12.038 true 109.87 20.00 19.918 17.373 19.744 true 58.59 true 20.42 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
24 2026-07-14T05:45:00+01:00 900 weekday partly_cloudy 0.1654 0.000 24.003 1413.87 47.49 3.011 1.104 25.063 quiet stochastic 8 8 0 0 0 0 15 0.0044 7 3 2 1 1 1 general_public 279.88 62.20 12.00 11.947 13.079 12.046 true 116.62 20.00 19.915 21.359 19.759 true 59.49 true 21.21 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
25 2026-07-14T06:00:00+01:00 900 weekday partly_cloudy 0.6261 0.000 24.578 1446.28 46.93 3.572 1.310 26.368 normal stochastic 23 23 0 0 0 0 32 0.0094 10 8 4 2 7 1 general_public 252.31 56.07 12.00 11.953 10.871 12.037 true 105.13 20.00 19.924 23.724 19.792 true 60.81 true 21.34 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
26 2026-07-14T06:15:00+01:00 900 weekday partly_cloudy 0.5499 0.000 25.018 1469.33 46.45 3.427 1.257 27.880 quiet stochastic 4 4 0 0 0 0 24 0.0071 8 6 3 0 6 1 general_public 335.45 74.54 12.00 11.956 11.343 12.041 true 139.77 20.00 19.931 23.013 19.799 true 60.27 true 22.35 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
27 2026-07-14T06:30:00+01:00 900 weekday clear 0.1405 0.000 24.809 1484.92 47.53 3.321 1.218 29.047 quiet stochastic 5 5 0 0 0 0 15 0.0044 4 5 2 0 3 1 families 382.05 84.90 12.00 11.957 11.858 12.048 true 159.19 20.00 19.934 21.591 19.815 true 60.07 true 22.66 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
28 2026-07-14T06:45:00+01:00 900 weekday partly_cloudy 0.1328 0.000 24.898 1433.33 45.63 2.074 0.761 30.208 quiet stochastic 7 7 0 0 0 0 18 0.0053 4 7 2 1 3 1 families 432.06 96.01 12.00 11.940 13.220 12.081 true 180.02 20.00 19.908 18.842 19.844 true 59.83 true 24.63 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
29 2026-07-14T07:00:00+01:00 900 weekday partly_cloudy 0.4982 0.000 24.948 1482.56 47.06 3.284 1.204 30.883 quiet stochastic 8 8 0 0 0 0 15 0.0044 5 4 4 1 0 1 general_public 439.76 97.72 12.00 11.961 10.338 12.077 true 183.23 20.00 19.940 21.560 19.853 true 57.53 true 23.32 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
30 2026-07-14T07:15:00+01:00 900 weekday partly_cloudy 0.5558 0.000 25.131 1580.02 49.61 4.368 1.602 31.820 normal stochastic 16 16 0 0 0 0 23 0.0068 8 8 2 1 2 2 346.52 77.00 12.00 11.965 11.050 12.065 true 144.38 20.00 19.945 22.637 19.936 true 55.86 true 22.55 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
31 2026-07-14T07:30:00+01:00 900 weekday partly_cloudy 0.5513 0.000 24.980 1595.51 50.55 3.041 1.115 32.638 normal stochastic 10 10 0 0 0 0 25 0.0074 7 9 2 1 3 3 families 421.82 93.74 12.00 11.956 10.451 12.074 true 175.76 20.00 19.933 14.643 19.898 true 57.53 true 24.35 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
32 2026-07-14T07:45:00+01:00 900 weekday partly_cloudy 0.0907 0.000 25.252 1676.44 52.26 1.607 0.589 34.785 normal stochastic 22 22 0 0 0 0 34 0.0100 11 11 4 1 4 3 463.17 102.93 12.00 11.929 11.168 12.065 true 192.99 20.00 19.893 17.964 19.835 true 59.03 true 27.14 moderate heat stress false caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
33 2026-07-14T08:00:00+01:00 900 weekday partly_cloudy 0.4564 0.000 25.390 1732.89 53.58 0.836 0.307 35.392 busy stochastic 28 28 0 0 0 0 50 0.0147 16 16 5 4 7 2 478.85 106.41 12.00 11.885 11.979 12.061 true 199.52 20.00 19.827 22.870 19.863 true 59.77 true 28.20 moderate heat stress false caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
34 2026-07-14T08:15:00+01:00 900 weekday clear 0.3209 0.000 26.735 1659.02 47.37 1.976 0.725 38.098 busy stochastic 40 40 0 0 0 0 63 0.0185 25 18 7 3 5 5 general_public 438.65 97.48 12.00 11.938 12.087 12.076 true 182.77 20.00 19.905 24.470 19.906 true 60.20 true 28.55 moderate heat stress false caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
35 2026-07-14T08:30:00+01:00 900 weekday clear 0.0576 0.000 26.514 1714.21 49.59 2.298 0.843 39.021 normal stochastic 25 25 0 0 0 0 60 0.0176 29 14 4 2 8 3 general_public 453.49 100.78 12.00 11.947 12.899 12.061 true 188.96 20.00 19.919 20.052 19.911 true 62.01 true 28.35 moderate heat stress false caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
36 2026-07-14T08:45:00+01:00 900 weekday partly_cloudy 0.4274 0.000 27.672 1755.13 47.44 1.006 0.369 40.551 quiet stochastic 6 6 0 0 0 0 36 0.0106 14 10 4 1 5 2 general_public 426.60 94.80 12.00 11.891 10.581 12.038 true 177.75 20.00 19.833 19.571 19.884 true 61.20 true 30.88 moderate heat stress false caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
37 2026-07-14T09:00:00+01:00 900 weekday clear 0.2276 0.000 29.174 1778.01 44.04 0.339 0.124 43.437 quiet stochastic 10 10 0 0 0 0 25 0.0074 10 6 2 4 1 2 general_public 513.12 114.03 12.00 11.813 13.532 12.062 true 213.80 20.00 19.723 23.492 19.936 true 59.40 true 32.78 strong heat stress true high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
38 2026-07-14T09:15:00+01:00 900 weekday partly_cloudy 0.4162 0.000 29.351 1787.28 43.82 1.100 0.404 43.959 normal stochastic 13 13 0 0 0 0 26 0.0076 13 5 2 4 0 2 general_public 588.55 130.79 12.00 11.923 11.253 12.042 true 245.23 20.00 19.891 21.330 19.955 true 60.65 true 32.84 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
39 2026-07-14T09:30:00+01:00 900 weekday clear 0.1764 0.000 29.555 1746.58 42.32 0.912 0.334 45.518 normal stochastic 18 18 0 0 0 0 30 0.0088 11 5 3 5 3 3 general_public 710.91 157.98 12.00 11.933 11.464 12.038 true 296.21 20.00 19.916 17.985 19.936 true 61.02 true 33.40 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
40 2026-07-14T09:45:00+01:00 900 weekday clear 0.1929 0.000 29.378 1852.42 45.35 1.038 0.381 46.089 normal stochastic 18 18 0 0 0 0 32 0.0094 14 3 2 5 7 1 general_public 581.58 129.24 12.00 11.918 11.009 12.025 true 242.33 20.00 19.884 20.322 19.934 true 59.86 true 33.55 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
41 2026-07-14T10:00:00+01:00 900 weekday partly_cloudy 0.6047 0.000 29.094 1854.93 46.16 1.731 0.635 44.193 normal stochastic 18 18 0 0 0 0 38 0.0112 14 8 4 6 6 0 general_public 573.01 127.34 12.00 11.945 9.055 12.005 true 238.75 20.00 19.921 18.128 19.891 true 59.59 true 32.34 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
42 2026-07-14T10:15:00+01:00 900 weekday partly_cloudy 0.4155 0.000 29.510 1813.88 44.07 2.626 0.963 46.949 quiet stochastic 4 4 0 0 0 0 25 0.0074 10 5 4 1 4 1 general_public 603.77 134.17 12.00 11.964 14.959 12.045 true 251.57 20.00 19.950 23.051 19.898 true 60.18 true 32.33 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
43 2026-07-14T10:30:00+01:00 900 weekday partly_cloudy 0.4972 0.000 30.184 1775.93 41.51 4.262 1.563 47.603 quiet stochastic 8 8 0 0 0 0 17 0.0050 7 3 3 1 1 2 general_public 499.45 110.99 12.00 11.972 10.110 12.026 true 208.11 20.00 19.958 17.168 19.862 true 60.02 true 31.35 moderate heat stress false caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
44 2026-07-14T10:45:00+01:00 900 weekday partly_cloudy 0.3427 0.000 30.248 1782.38 41.51 3.307 1.213 49.134 quiet stochastic 7 7 0 0 0 0 20 0.0059 8 6 2 2 1 1 general_public 461.26 102.50 12.00 11.962 11.540 12.008 true 192.19 20.00 19.943 20.866 19.858 true 59.38 true 32.68 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
45 2026-07-14T11:00:00+01:00 900 weekday partly_cloudy 0.4748 0.000 30.470 1809.81 41.61 4.135 1.516 49.037 normal stochastic 16 16 0 0 0 0 23 0.0068 7 7 0 5 3 1 475.14 105.59 12.00 11.970 10.866 11.997 true 197.97 20.00 19.955 19.476 19.864 true 59.98 true 32.10 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
46 2026-07-14T11:15:00+01:00 900 weekday partly_cloudy 0.5433 0.000 31.345 1769.47 38.70 5.308 1.947 49.605 normal stochastic 16 16 0 0 0 0 26 0.0076 12 6 2 2 3 1 general_public 548.38 121.86 12.00 11.979 11.627 11.981 true 228.49 20.00 19.970 19.996 19.821 true 60.54 true 32.21 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
47 2026-07-14T11:30:00+01:00 900 weekday partly_cloudy 0.2743 0.000 32.182 1878.18 39.18 4.418 1.620 52.502 busy stochastic 21 21 0 0 0 0 36 0.0106 14 5 6 4 7 0 general_public 592.31 131.62 12.00 11.977 11.798 11.980 true 246.80 20.00 19.968 19.338 19.818 true 59.05 true 34.33 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
48 2026-07-14T11:45:00+01:00 900 weekday partly_cloudy 0.6188 0.000 31.745 1872.13 40.03 3.965 1.454 49.488 busy stochastic 28 28 0 0 0 0 53 0.0156 20 8 8 4 10 3 general_public 670.24 148.94 12.00 11.979 10.956 11.936 true 279.27 20.00 19.972 20.367 19.828 true 60.11 true 33.57 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
49 2026-07-14T12:00:00+01:00 900 weekday partly_cloudy 0.2753 0.000 31.338 1754.44 38.39 3.547 1.301 52.148 normal stochastic 8 8 0 0 0 0 39 0.0115 16 8 6 2 4 3 general_public 732.79 162.84 12.00 11.980 10.237 11.941 true 305.33 20.00 19.976 20.780 19.840 true 61.93 true 34.07 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
50 2026-07-14T12:15:00+01:00 900 weekday partly_cloudy 0.5528 0.000 31.123 1664.13 36.86 4.469 1.639 50.161 busy stochastic 26 26 0 0 0 0 45 0.0132 15 11 7 1 9 2 general_public 767.91 170.65 12.00 11.986 12.265 11.965 true 319.96 20.00 19.983 19.802 19.852 true 62.95 true 32.53 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.

Showing 50 rows on this page. To work with the data programmatically, prefer the CSV download and the validation-report sidecar.

Cite This Dataset

Use one of the following formats for your research papers:

APA 
IoTSyn Engine v4.4.0. (2026). smart city public spaces Dataset [iotsyn_6a4e94ceab8d01.08138915] [Data set]. IoTSyn Dataset Generator. https://iotsyn.com/view.php?uid=iotsyn_6a4e94ceab8d01.08138915
MLA 
"smart city public spaces Dataset." IoTSyn Engine v4.4.0, 2026, https://iotsyn.com/view.php?uid=iotsyn_6a4e94ceab8d01.08138915. Accessed 13 Oct. 2026.
CHICAGO 
IoTSyn. "smart city public spaces Dataset." Version v4.4.0. Dataset, 2026. https://iotsyn.com/view.php?uid=iotsyn_6a4e94ceab8d01.08138915. Accessed October 13, 2026.
IEEE 
IoTSyn, "smart city public spaces Dataset," IoTSyn Dataset Generator v4.4.0, Jul. 2026. [Online]. Available: https://iotsyn.com/view.php?uid=iotsyn_6a4e94ceab8d01.08138915
BIBTEX 
@misc{iotsyn6a4e94ceab8d0108138915,
    author = {{IoTSyn}},
    title = {{smart city public spaces Dataset}},
    year = {2026},
    month = {jul},
    publisher = {{IoTSyn Dataset Generator}},
    url = {{https://iotsyn.com/view.php?uid=iotsyn_6a4e94ceab8d01.08138915}},
    note = {{Generated by IoTSyn Engine v4.4.0. Dataset ID: iotsyn_6a4e94ceab8d01.08138915}}
}
HARVARD 
IoTSyn Engine v4.4.0 (2026) smart city public spaces Dataset. Available at: https://iotsyn.com/view.php?uid=iotsyn_6a4e94ceab8d01.08138915 (Accessed: 13 October 2026).

Cite the IoTSyn Platform

Also cite the platform if you used it in your research:

BIBTEX 
@misc{iotsyn_platform_2026,
  author  = {IoTSyn},
  title   = {IoTSyn Engine: A Physics-Based Synthetic IoT Dataset Generator},
  year    = {2026},
  version = {4.5.0},
  url     = {https://iotsyn.com},
  note    = {Software platform}
}

All citation formats →

Cite the v4.4.0 Smart City Research Artifacts

When referring to the Smart City & Public Spaces study artifacts, cite this frozen Zenodo record in addition to this individual dataset.

APA 
Duhair, A. (2026). IoTSyn v4.4.0 public research artifacts: Scenarios, verified outputs, contracts and external-comparison data [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21480873

Frozen v4.4.0 version DOI: 10.5281/zenodo.21480873

10.5281/zenodo.21480872 is the all-versions record only.

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