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High-Traffic Scenario — Smart City & Public Spaces

Smart City & Public Spaces · 1,000 rows · seed 123456

iotsyn_6a8cae7bb5a548.12036241

Reference Engine — Internally Verified

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

engine 4.5.0 · schema 4.5.0 · evidence R13 · seed 123456 · generated 2026-08-24T20:50:03Z

maturity reference · validation internally_verified

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

Configuration

IoTSyn v4.5.0 engine profile; schema 4.5.0; evidence R13; master_seed: 123456; Capacity: 500; Controls: traffic=high; EXTENDED (non-normative)

Data Points

1,000

License

CC0 1.0

Downloads

19

Views

163

Download CSV Download Validation Report (JSON) Download Scenario & Controls (JSON) Download Elevated-Risk Episodes (JSON) Download Strategy File (JSON) Download Manifest (JSON)

Data Preview

First 120 of 1,000 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

Risk Episodes

Download JSON

Contiguous intervals where the overall action level reached caution or higher — 4 episodes.

#StartEnd IntervalsPeak levelDominant issue
1 2025-07-14T00:00:00+01:00 2025-07-17T22:45:00+01:00 380 severe thermal
2 2025-07-17T23:15:00+01:00 2025-07-20T04:30:00+01:00 214 severe noise
3 2025-07-20T05:00:00+01:00 2025-07-22T01:30:00+01:00 179 severe thermal
4 2025-07-22T02:15:00+01:00 2025-07-24T09:45:00+01:00 223 severe thermal

Behaviour-change Strategies

Download JSON

Elevated (≥ high-risk) episodes paired with salient audiences, ranked by the compound priority score (compound_priority_v1) — 343 strategy objects. Behavioural fields are design templates (tagged in evidence_basis), and every object is ex_post — reconstructed from realized data, claiming no advance notice.

#Audience Focal hazardPeak Person-minPriority Objective
1 general public thermal severe 6,210 1.72 Shift activity to cooler hours and to shaded or indoor areas during the episode.
2 general public thermal high risk 5,550 1.63 Shift activity to cooler hours and to shaded or indoor areas during the episode.
3 general public thermal severe 4,335 1.45 Shift activity to cooler hours and to shaded or indoor areas during the episode.
4 families thermal severe 3,030 1.45 Shift activity to cooler hours and to shaded or indoor areas during the episode.
5 general public thermal severe 1,815 1.35 Shift activity to cooler hours and to shaded or indoor areas during the episode.
6 families thermal high risk 2,730 1.31 Shift activity to cooler hours and to shaded or indoor areas during the episode.
7 general public thermal severe 3,255 1.26 Shift activity to cooler hours and to shaded or indoor areas during the episode.
8 elderly thermal severe 1,755 1.23 Shift activity to cooler hours and to shaded or indoor areas during the episode.
9 families thermal severe 2,160 1.20 Shift activity to cooler hours and to shaded or indoor areas during the episode.
10 families thermal severe 2,025 1.15 Shift activity to cooler hours and to shaded or indoor areas during the episode.
11 elderly thermal severe 1,545 1.14 Shift activity to cooler hours and to shaded or indoor areas during the episode.
12 elderly thermal severe 1,260 0.99 Shift activity to cooler hours and to shaded or indoor areas during the episode.
13 elderly thermal high risk 1,455 0.98 Shift activity to cooler hours and to shaded or indoor areas during the episode.
14 commuters thermal severe 1,980 0.95 Shift activity to cooler hours and to shaded or indoor areas during the episode.
15 general public thermal severe 1,830 0.90 Shift activity to cooler hours and to shaded or indoor areas during the episode.
16 general public thermal high risk 6,195 0.86 Shift activity to cooler hours and to shaded or indoor areas during the episode.
17 students thermal severe 1,680 0.86 Shift activity to cooler hours and to shaded or indoor areas during the episode.
18 general public thermal severe 1,635 0.84 Shift activity to cooler hours and to shaded or indoor areas during the episode.
19 commuters thermal high risk 1,605 0.83 Shift activity to cooler hours and to shaded or indoor areas during the episode.
20 general public thermal severe 885 0.83 Shift activity to cooler hours and to shaded or indoor areas during the episode.

Domain Validation

Passed with warnings Download report

Deterministic and internal-consistency checks (Section 10) recomputed directly from the emitted rows using the engine's own rules — 0 violations across 1,000 rows.

Violations
0
Risk completeness (mean)
1
UTCI clamped rows
22
Air-quality null rows
0
CheckClass StatusRowsViolations
Rows conform to the CSV data dictionary (types, nullability, enums) numerical correctness PASS 1,000 0
No non-finite floating-point values (Section 10.3) numerical correctness PASS 1,000 0
Range and unit bounds: fractions in [0,1], RH in [0,100], non-negativity (10.3/10.6) numerical correctness PASS 1,000 0
offered = admitted + rejected + deferred_timeout + queue (capacity accounting) numerical correctness PASS 1,000 0
Audience counts sum exactly to occupancy (Section 10.3) numerical correctness PASS 1,000 0
operational_capacity_ratio = occupancy / capacity internal consistency PASS 1,000 0
utci_stress_category recomputes from utci_c (Section 7.2) numerical correctness PASS 1,000 0
thermal_risk_level recomputes from utci_c (Section 7.3) numerical correctness PASS 1,000 0
Risk vector (overall/dominant/co-dominant/elevated/compound/completeness) recomputes from component levels (Section 8.5) internal consistency PASS 1,000 0
Rolling-window completeness flags agree with their value columns internal consistency PASS 1,000 0
UTCI inputs within the accepted domain (Section 7.1); clamping is a warning numerical correctness WARN 1,000 0
Air-quality risk available (rolling 24h window complete); incomplete is a warning internal consistency PASS 1,000 0

Programmed couplings (internal consistency)

air_temperature_c × relative_humidity_pct: r=-0.9071 ✓ occupancy_persons × LAeq_15min_dBA: r=0.272 ✓ traffic_flow_vehicles_h × LAeq_15min_dBA: r=0.8086 ✓

Full Dataset Rows

Rows 1–50 of 1,000 · 64 columns · Page 1 / 20

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 2025-07-14T00:00:00+01:00 900 weekday clear 0.1049 0.000 26.311 1914.09 56.04 3.007 1.103 23.626 normal stochastic 10 10 0 0 0 0 34 0.0680 13 9 7 3 0 2 general_public 424.97 94.44 12.00 11.956 11.983 12.083 true 177.07 20.00 19.933 20.339 20.071 true 58.73 true 23.63 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.
2 2025-07-14T00:15:00+01:00 900 weekday clear 0.1877 0.000 26.844 1915.23 54.34 1.635 0.600 24.407 normal stochastic 8 8 0 0 0 0 24 0.0480 10 5 4 4 0 1 general_public 351.04 78.01 12.00 11.917 11.751 12.055 true 146.27 20.00 19.870 17.766 20.058 true 56.97 true 25.78 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 2025-07-14T00:30:00+01:00 900 weekday clear 0.2624 0.000 26.415 1941.31 56.49 2.845 1.043 24.203 quiet stochastic 6 6 0 0 0 0 19 0.0380 8 3 2 5 0 1 general_public 350.59 77.91 12.00 11.949 12.838 12.065 true 146.08 20.00 19.920 21.270 20.078 true 57.80 true 24.11 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 2025-07-14T00:45:00+01:00 900 weekday clear 0.1490 0.000 26.032 1823.31 54.27 4.786 1.755 23.479 quiet stochastic 8 8 0 0 0 0 18 0.0360 6 3 2 6 0 1 235.48 52.33 12.00 11.963 13.550 12.069 true 98.11 20.00 19.941 20.249 20.067 true 57.31 true 21.26 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 2025-07-14T01:00:00+01:00 900 weekday clear 0.1608 0.000 25.433 1817.59 56.06 2.925 1.073 22.915 quiet stochastic 0 0 0 0 0 0 11 0.0220 5 1 2 3 0 0 general_public 188.30 41.84 12.00 11.939 9.789 12.042 true 78.46 20.00 19.901 20.593 20.060 true 56.46 true 22.64 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 2025-07-14T01:15:00+01:00 900 weekday clear 0.4187 0.000 25.321 1714.01 53.21 1.203 0.441 23.577 busy stochastic 20 20 0 0 0 0 27 0.0540 11 2 7 3 1 3 general_public 181.61 40.36 12.00 11.869 12.995 12.053 true 75.67 20.00 19.787 20.357 20.067 true 58.19 true 24.51 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 2025-07-14T01:30:00+01:00 900 weekday clear 0.2400 0.000 25.017 1695.19 53.59 1.419 0.521 22.737 busy stochastic 18 18 0 0 0 0 36 0.0720 10 8 7 2 4 5 general_public 172.01 38.22 12.00 11.884 12.820 12.060 true 71.67 20.00 19.811 19.522 20.038 true 57.83 true 23.84 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.
8 2025-07-14T01:45:00+01:00 900 weekday clear 0.1380 0.000 24.885 1595.86 50.85 0.685 0.251 22.299 busy stochastic 19 19 0 0 0 0 44 0.0880 16 7 9 3 4 5 general_public 172.17 38.26 12.00 11.800 11.073 12.050 true 71.74 20.00 19.675 23.358 20.089 true 58.40 true 23.95 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.
9 2025-07-14T02:00:00+01:00 900 weekday clear 0.1685 0.000 24.363 1614.54 53.07 0.590 0.216 21.869 normal stochastic 3 3 0 0 0 0 28 0.0560 11 5 5 3 3 1 general_public 183.79 40.84 12.00 11.782 11.919 12.058 true 76.58 20.00 19.645 22.070 20.130 true 57.90 true 23.60 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 2025-07-14T02:15:00+01:00 900 weekday clear 0.2777 0.000 24.093 1581.64 52.84 1.257 0.461 21.926 normal stochastic 14 14 0 0 0 0 31 0.0620 9 5 6 5 3 3 general_public 212.12 47.14 12.00 11.878 10.913 12.057 true 88.38 20.00 19.802 16.836 20.129 true 60.18 true 22.93 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 2025-07-14T02:30:00+01:00 900 weekday clear 0.1576 0.000 24.134 1549.72 51.65 0.793 0.291 21.607 normal stochastic 10 10 0 0 0 0 25 0.0500 9 4 5 2 3 2 general_public 228.93 50.87 12.00 11.830 13.024 12.081 true 95.39 20.00 19.727 21.196 20.146 true 59.51 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.
12 2025-07-14T02:45:00+01:00 900 weekday clear 0.1123 0.000 24.107 1515.47 50.59 0.627 0.230 21.444 quiet stochastic 3 3 0 0 0 0 18 0.0360 7 2 4 2 2 1 general_public 226.47 50.33 12.00 11.800 12.006 12.077 true 94.36 20.00 19.678 18.635 20.121 true 57.54 true 23.10 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 2025-07-14T03:00:00+01:00 900 weekday clear 0.3326 0.000 23.877 1605.59 54.34 0.318 0.116 21.874 quiet stochastic 2 2 0 0 0 0 6 0.0120 2 1 1 0 1 1 general_public 265.42 58.98 12.00 11.721 11.556 12.097 true 110.59 20.00 19.554 16.770 20.073 true 58.26 true 23.34 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.
14 2025-07-14T03:15:00+01:00 900 weekday clear 0.1517 0.000 24.292 1629.20 53.78 0.817 0.300 21.747 quiet stochastic 6 6 0 0 0 0 8 0.0160 5 1 0 0 2 0 general_public 228.25 50.72 12.00 11.833 11.947 12.088 true 95.11 20.00 19.731 20.202 20.097 true 57.01 true 23.45 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 2025-07-14T03:30:00+01:00 900 weekday clear 0.1305 0.000 24.225 1602.48 53.11 1.226 0.450 21.617 quiet stochastic 5 5 0 0 0 0 8 0.0160 2 2 1 1 2 0 228.33 50.74 12.00 11.878 11.799 12.089 true 95.14 20.00 19.803 22.822 20.112 true 57.92 true 23.00 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 2025-07-14T03:45:00+01:00 900 weekday clear 0.0882 0.000 23.723 1575.30 53.81 2.442 0.896 20.988 quiet stochastic 6 6 0 0 0 0 11 0.0220 5 1 1 1 3 0 general_public 216.50 48.11 12.00 11.931 11.725 12.096 true 90.21 20.00 19.888 20.434 20.073 true 59.57 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.
17 2025-07-14T04:00:00+01:00 900 weekday clear 0.3266 0.000 23.161 1614.32 57.04 2.862 1.049 21.141 normal stochastic 16 16 0 0 0 0 22 0.0440 7 4 2 2 5 2 general_public 230.00 51.11 12.00 11.941 11.401 12.095 true 95.83 20.00 19.904 20.365 20.027 true 57.33 true 20.06 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.
18 2025-07-14T04:15:00+01:00 900 weekday clear 0.1109 0.000 23.001 1631.27 58.20 2.379 0.872 20.334 normal stochastic 4 4 0 0 0 0 18 0.0360 6 3 2 2 3 2 general_public 227.94 50.65 12.00 11.930 13.782 12.142 true 94.97 20.00 19.887 20.174 20.017 true 58.18 true 20.45 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 2025-07-14T04:30:00+01:00 900 weekday clear 0.0618 0.000 22.677 1702.88 61.96 3.306 1.212 19.862 busy stochastic 34 34 0 0 0 0 44 0.0880 18 8 5 5 7 1 general_public 214.03 47.56 12.00 11.947 13.031 12.133 true 89.18 20.00 19.914 18.538 20.002 true 59.81 true 18.86 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 2025-07-14T04:45:00+01:00 900 weekday clear 0.2370 0.000 22.893 1653.02 59.37 2.540 0.931 20.604 quiet stochastic 5 5 0 0 0 0 27 0.0540 12 4 3 4 4 0 general_public 197.32 43.85 12.00 11.931 12.537 12.141 true 82.22 20.00 19.889 18.560 19.980 true 58.88 true 20.26 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 2025-07-14T05:00:00+01:00 900 weekday partly_cloudy 0.8431 0.000 23.253 1759.17 61.82 3.615 1.326 22.782 quiet stochastic 3 3 0 0 0 0 16 0.0320 7 4 2 0 2 1 general_public 345.13 76.70 12.00 11.959 10.605 12.116 true 143.80 20.00 19.935 15.274 19.956 true 59.84 true 19.82 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.
22 2025-07-14T05:15:00+01:00 900 weekday partly_cloudy 0.2516 0.000 23.817 1695.92 57.60 3.176 1.165 21.572 quiet stochastic 1 1 0 0 0 0 12 0.0240 6 1 2 0 2 1 general_public 381.36 84.75 12.00 11.956 13.060 12.121 true 158.90 20.00 19.931 19.478 19.977 true 59.43 true 20.41 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 2025-07-14T05:30:00+01:00 900 weekday partly_cloudy 0.6360 0.000 23.244 1652.30 58.09 3.296 1.209 23.259 quiet stochastic 3 3 0 0 0 0 10 0.0200 4 2 2 0 2 0 general_public 532.70 118.38 12.00 11.966 12.016 12.125 true 221.96 20.00 19.951 19.805 19.981 true 59.73 true 20.17 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 2025-07-14T05:45:00+01:00 900 weekday partly_cloudy 0.4555 0.000 22.669 1591.52 57.94 2.237 0.821 23.666 quiet stochastic 8 8 0 0 0 0 14 0.0280 5 2 3 3 1 0 general_public 431.94 95.99 12.00 11.944 11.492 12.127 true 179.98 20.00 19.914 16.831 19.959 true 57.53 true 21.32 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.
25 2025-07-14T06:00:00+01:00 900 weekday partly_cloudy 0.2258 0.000 22.629 1587.86 57.95 2.925 1.073 24.721 busy stochastic 21 21 0 0 0 0 33 0.0660 15 6 4 4 3 1 general_public 477.89 106.20 12.00 11.959 11.471 12.120 true 199.12 20.00 19.938 19.039 19.935 true 57.58 true 20.54 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 2025-07-14T06:15:00+01:00 900 weekday partly_cloudy 0.4710 0.000 22.838 1485.01 53.51 1.865 0.684 25.818 normal stochastic 21 21 0 0 0 0 37 0.0740 16 6 7 4 2 2 general_public 589.77 131.06 12.00 11.950 9.818 12.105 true 245.74 20.00 19.929 21.023 19.934 true 59.32 true 22.38 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 2025-07-14T06:30:00+01:00 900 weekday partly_cloudy 0.8228 0.000 23.598 1425.99 49.08 3.164 1.160 26.195 normal stochastic 23 23 0 0 0 0 46 0.0920 18 8 9 5 3 3 general_public 630.00 140.00 12.00 11.971 10.923 12.109 true 262.50 20.00 19.961 18.075 19.926 true 58.83 true 21.02 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 2025-07-14T06:45:00+01:00 900 weekday overcast 0.8255 0.000 23.978 1447.01 48.68 2.562 0.940 27.210 normal stochastic 13 13 0 0 0 0 38 0.0760 13 7 7 4 5 2 general_public 787.63 175.03 12.00 11.977 11.561 12.097 true 328.18 20.00 19.975 19.462 19.941 true 59.52 true 22.50 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 2025-07-14T07:00:00+01:00 900 weekday overcast 0.8909 0.000 24.679 1432.56 46.21 2.972 1.090 27.826 normal stochastic 22 22 0 0 0 0 45 0.0900 15 7 7 6 7 3 general_public 1261.10 280.24 12.00 12.012 11.393 12.080 true 525.46 20.00 20.038 20.793 19.916 true 61.12 true 22.60 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 2025-07-14T07:15:00+01:00 900 weekday partly_cloudy 0.3379 0.000 25.364 1428.33 44.23 1.074 0.394 32.663 normal stochastic 13 13 0 0 0 0 43 0.0860 17 8 6 5 5 2 general_public 1117.45 248.32 12.00 12.006 11.107 12.066 true 465.60 20.00 20.047 19.533 19.914 true 60.37 true 26.68 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.
31 2025-07-14T07:30:00+01:00 900 weekday partly_cloudy 0.4924 0.000 25.545 1382.88 42.36 1.825 0.669 33.464 busy stochastic 23 23 0 0 0 0 51 0.1020 26 10 5 3 4 3 general_public 1072.80 238.40 12.00 11.999 14.132 12.095 true 447.00 20.00 20.022 18.334 19.904 true 61.34 true 26.20 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.
32 2025-07-14T07:45:00+01:00 900 weekday partly_cloudy 0.5972 0.000 26.186 1443.94 42.59 1.296 0.475 34.475 normal stochastic 14 14 0 0 0 0 45 0.0900 28 7 3 2 2 3 general_public 812.90 180.64 12.00 11.963 10.976 12.082 true 338.71 20.00 19.962 17.231 19.927 true 59.60 true 27.54 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 2025-07-14T08:00:00+01:00 900 weekday partly_cloudy 0.8152 0.000 26.980 1382.51 38.91 1.445 0.530 33.576 normal stochastic 21 21 0 0 0 0 41 0.0820 24 7 6 3 0 1 general_public 905.01 201.11 12.00 11.978 13.744 12.102 true 377.09 20.00 19.987 17.643 19.908 true 59.48 true 27.58 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 2025-07-14T08:15:00+01:00 900 weekday partly_cloudy 0.1639 0.000 27.948 1416.63 37.68 0.944 0.346 39.466 busy stochastic 20 20 0 0 0 0 47 0.0940 24 9 7 4 2 1 general_public 1421.43 315.87 12.00 12.060 11.952 12.089 true 592.26 20.00 20.152 21.681 19.904 true 63.12 true 30.21 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 2025-07-14T08:30:00+01:00 900 weekday partly_cloudy 0.6482 0.000 28.388 1480.31 38.38 0.274 0.100 38.742 busy stochastic 27 27 0 0 0 0 59 0.1180 25 11 7 6 8 2 general_public 1443.11 320.69 12.00 12.131 16.783 12.127 true 601.30 20.00 20.326 23.379 19.951 true 62.32 true 30.51 moderate heat stress true caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
36 2025-07-14T08:45:00+01:00 900 weekday partly_cloudy 0.5373 0.000 28.968 1497.61 37.54 0.458 0.168 41.181 normal stochastic 21 21 0 0 0 0 54 0.1080 22 10 5 7 7 3 general_public 1871.04 415.79 12.00 12.223 13.131 12.138 true 779.60 20.00 20.483 19.044 19.944 true 62.92 true 31.56 moderate heat stress true caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
37 2025-07-14T09:00:00+01:00 900 weekday clear 0.3828 0.000 28.913 1429.11 35.94 1.473 0.540 42.829 normal stochastic 17 17 0 0 0 0 49 0.0980 28 6 5 4 3 3 general_public 2453.46 545.21 12.00 12.170 10.784 12.077 true 1022.28 20.00 20.347 19.595 19.957 true 64.55 true 31.43 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.
38 2025-07-14T09:15:00+01:00 900 weekday partly_cloudy 0.7821 0.000 29.232 1435.17 35.43 2.174 0.797 39.476 busy stochastic 36 36 0 0 0 0 61 0.1220 30 10 7 5 5 4 general_public 1755.40 390.09 12.00 12.060 12.191 12.088 true 731.42 20.00 20.133 18.807 19.960 true 63.43 true 30.17 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.
39 2025-07-14T09:30:00+01:00 900 weekday overcast 0.8472 1.972 29.347 1434.26 35.17 1.662 0.609 38.513 normal stochastic 10 10 0 0 0 0 50 0.1000 26 8 5 3 5 3 general_public 1663.84 369.74 12.00 12.065 12.903 12.091 true 693.26 20.00 20.148 20.033 19.966 true 64.00 true 30.47 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.
40 2025-07-14T09:45:00+01:00 900 weekday overcast 0.7216 2.545 29.844 1472.17 35.09 2.294 0.841 42.452 normal stochastic 7 7 0 0 0 0 33 0.0660 16 7 2 2 5 1 general_public 1828.13 406.25 12.00 12.064 11.909 12.099 true 761.72 20.00 20.138 17.444 19.954 true 62.95 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.
41 2025-07-14T10:00:00+01:00 900 weekday overcast 0.8031 2.621 29.770 1536.52 36.78 3.004 1.101 41.018 normal stochastic 8 8 0 0 0 0 25 0.0500 8 5 3 1 6 2 general_public 1485.02 330.01 12.00 12.027 10.932 12.083 true 618.76 20.00 20.066 19.691 19.977 true 63.50 true 30.29 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.
42 2025-07-14T10:15:00+01:00 900 weekday overcast 0.7386 0.000 31.312 1483.08 32.50 4.471 1.640 44.580 normal stochastic 18 18 0 0 0 0 32 0.0640 11 8 5 0 7 1 general_public 1505.84 334.63 12.00 12.020 11.990 12.100 true 627.43 20.00 20.047 17.925 19.968 true 63.02 true 31.21 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.
43 2025-07-14T10:30:00+01:00 900 weekday overcast 0.6535 0.000 32.289 1540.14 31.93 4.303 1.578 47.704 quiet stochastic 10 10 0 0 0 0 29 0.0580 7 7 7 1 6 1 1249.12 277.58 12.00 12.008 12.104 12.078 true 520.47 20.00 20.026 16.561 19.953 true 60.90 true 33.07 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.
44 2025-07-14T10:45:00+01:00 900 weekday partly_cloudy 0.6101 0.000 32.382 1511.85 31.18 4.111 1.508 48.950 quiet stochastic 5 5 0 0 0 0 20 0.0400 6 5 4 1 2 2 general_public 1354.84 301.07 12.00 12.014 13.205 12.080 true 564.52 20.00 20.037 21.047 19.929 true 62.79 true 33.56 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 2025-07-14T11:00:00+01:00 900 weekday partly_cloudy 0.3144 0.000 32.461 1534.60 31.51 2.679 0.982 51.911 quiet stochastic 4 4 0 0 0 0 10 0.0200 5 4 0 1 0 0 general_public 1169.50 259.89 12.00 12.007 11.654 12.066 true 487.29 20.00 20.029 19.509 19.955 true 64.22 true 35.56 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 2025-07-14T11:15:00+01:00 900 weekday partly_cloudy 0.8633 0.000 32.890 1615.58 32.38 2.795 1.025 43.874 quiet stochastic 4 4 0 0 0 0 9 0.0180 5 2 0 0 0 2 general_public 1294.75 287.72 12.00 12.015 14.313 12.087 true 539.48 20.00 20.045 18.793 19.928 true 62.38 true 33.97 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 2025-07-14T11:30:00+01:00 900 weekday partly_cloudy 0.6074 0.000 32.382 1634.47 33.71 3.409 1.250 50.063 quiet stochastic 3 3 0 0 0 0 9 0.0180 4 2 1 0 0 2 general_public 1497.68 332.82 12.00 12.025 12.205 12.096 true 624.03 20.00 20.060 19.066 19.918 true 63.06 true 34.50 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 2025-07-14T11:45:00+01:00 900 weekday partly_cloudy 0.4942 0.000 33.088 1553.82 30.80 3.557 1.304 52.456 quiet stochastic 5 5 0 0 0 0 9 0.0180 3 3 1 0 2 0 1459.30 324.29 12.00 12.022 11.634 12.086 true 608.04 20.00 20.054 20.609 19.935 true 63.26 true 35.51 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 2025-07-14T12:00:00+01:00 900 weekday partly_cloudy 0.6959 0.000 33.161 1505.82 29.73 3.249 1.191 49.572 normal stochastic 15 15 0 0 0 0 20 0.0400 6 7 1 1 4 1 families 1151.02 255.78 12.00 12.004 11.111 12.084 true 479.59 20.00 20.022 20.925 19.951 true 63.52 true 35.10 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.
50 2025-07-14T12:15:00+01:00 900 weekday partly_cloudy 0.7909 0.000 32.935 1421.70 28.42 4.373 1.604 46.940 quiet stochastic 6 6 0 0 0 0 15 0.0300 7 4 2 0 0 2 general_public 1063.11 236.25 12.00 11.999 12.235 12.098 true 442.96 20.00 20.009 19.268 19.924 true 62.50 true 33.39 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 v4.5.0. (2026). smart city public spaces Dataset [iotsyn_6a8cae7bb5a548.12036241] [Data set]. IoTSyn Dataset Generator. https://iotsyn.com/view.php?uid=iotsyn_6a8cae7bb5a548.12036241
MLA 
"smart city public spaces Dataset." IoTSyn Engine v4.5.0, 2026, https://iotsyn.com/view.php?uid=iotsyn_6a8cae7bb5a548.12036241. Accessed 13 Oct. 2026.
CHICAGO 
IoTSyn. "smart city public spaces Dataset." Version v4.5.0. Dataset, 2026. https://iotsyn.com/view.php?uid=iotsyn_6a8cae7bb5a548.12036241. Accessed October 13, 2026.
IEEE 
IoTSyn, "smart city public spaces Dataset," IoTSyn Dataset Generator v4.5.0, Aug. 2026. [Online]. Available: https://iotsyn.com/view.php?uid=iotsyn_6a8cae7bb5a548.12036241
BIBTEX 
@misc{iotsyn6a8cae7bb5a54812036241,
    author = {{IoTSyn}},
    title = {{smart city public spaces Dataset}},
    year = {2026},
    month = {aug},
    publisher = {{IoTSyn Dataset Generator}},
    url = {{https://iotsyn.com/view.php?uid=iotsyn_6a8cae7bb5a548.12036241}},
    note = {{Generated by IoTSyn Engine v4.5.0. Dataset ID: iotsyn_6a8cae7bb5a548.12036241}}
}
HARVARD 
IoTSyn Engine v4.5.0 (2026) smart city public spaces Dataset. Available at: https://iotsyn.com/view.php?uid=iotsyn_6a8cae7bb5a548.12036241 (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}
}

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