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Smart City & Public Spaces — Baseline

Smart City & Public Spaces · 300 rows · seed 123456

iotsyn_6a77bff7640ac9.80618129

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 2026-08-08T23:47:03Z

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: 500; Controls: preset=normal_day, heat=high, pollution=low, audience=families, initial_crowd=busy; EXTENDED (non-normative)

Data Points

300

License

CC0 1.0

Downloads

5

Views

49

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 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

Risk Episodes

Download JSON

Contiguous intervals where the overall action level reached caution or higher — 2 episodes.

#StartEnd IntervalsPeak levelDominant issue
1 2026-07-14T00:00:00+01:00 2026-07-14T22:45:00+01:00 92 high risk thermal
2 2026-07-14T23:15:00+01:00 2026-07-17T02:45:00+01:00 207 high risk noise

Behaviour-change Strategies

Download JSON

Elevated (≥ high-risk) episodes paired with salient audiences, ranked by the compound priority score (compound_priority_v1) — 59 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 high risk 3,225 0.63 Shift activity to cooler hours and to shaded or indoor areas during the episode.
2 families thermal high risk 1,635 0.50 Shift activity to cooler hours and to shaded or indoor areas during the episode.
3 elderly thermal high risk 1,275 0.50 Shift activity to cooler hours and to shaded or indoor areas during the episode.
4 general public thermal high risk 1,815 0.45 Shift activity to cooler hours and to shaded or indoor areas during the episode.
5 commuters thermal high risk 1,335 0.37 Shift activity to cooler hours and to shaded or indoor areas during the episode.
6 general public thermal high risk 1,260 0.35 Shift activity to cooler hours and to shaded or indoor areas during the episode.
7 general public thermal high risk 1,170 0.34 Shift activity to cooler hours and to shaded or indoor areas during the episode.
8 families thermal high risk 900 0.33 Shift activity to cooler hours and to shaded or indoor areas during the episode.
9 students thermal high risk 840 0.26 Shift activity to cooler hours and to shaded or indoor areas during the episode.
10 general public thermal high risk 735 0.24 Shift activity to cooler hours and to shaded or indoor areas during the episode.
11 families thermal high risk 570 0.24 Shift activity to cooler hours and to shaded or indoor areas during the episode.
12 general public thermal high risk 630 0.21 Shift activity to cooler hours and to shaded or indoor areas during the episode.
13 event attendees thermal high risk 555 0.21 Shift activity to cooler hours and to shaded or indoor areas during the episode.
14 families thermal high risk 480 0.20 Shift activity to cooler hours and to shaded or indoor areas during the episode.
15 elderly thermal high risk 375 0.19 Shift activity to cooler hours and to shaded or indoor areas during the episode.
16 commuters thermal high risk 555 0.19 Shift activity to cooler hours and to shaded or indoor areas during the episode.
17 elderly thermal high risk 330 0.17 Shift activity to cooler hours and to shaded or indoor areas during the episode.
18 families thermal high risk 375 0.17 Shift activity to cooler hours and to shaded or indoor areas during the episode.
19 students thermal high risk 465 0.17 Shift activity to cooler hours and to shaded or indoor areas during the episode.
20 families thermal high risk 360 0.16 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 300 rows.

Violations
0
Risk completeness (mean)
1
UTCI clamped rows
9
Air-quality null rows
0
CheckClass StatusRowsViolations
Rows conform to the CSV data dictionary (types, nullability, enums) numerical correctness PASS 300 0
No non-finite floating-point values (Section 10.3) numerical correctness PASS 300 0
Range and unit bounds: fractions in [0,1], RH in [0,100], non-negativity (10.3/10.6) numerical correctness PASS 300 0
offered = admitted + rejected + deferred_timeout + queue (capacity accounting) numerical correctness PASS 300 0
Audience counts sum exactly to occupancy (Section 10.3) numerical correctness PASS 300 0
operational_capacity_ratio = occupancy / capacity internal consistency PASS 300 0
utci_stress_category recomputes from utci_c (Section 7.2) numerical correctness PASS 300 0
thermal_risk_level recomputes from utci_c (Section 7.3) numerical correctness PASS 300 0
Risk vector (overall/dominant/co-dominant/elevated/compound/completeness) recomputes from component levels (Section 8.5) internal consistency PASS 300 0
Rolling-window completeness flags agree with their value columns internal consistency PASS 300 0
UTCI inputs within the accepted domain (Section 7.1); clamping is a warning numerical correctness WARN 300 0
Air-quality risk available (rolling 24h window complete); incomplete is a warning internal consistency PASS 300 0

Programmed couplings (internal consistency)

air_temperature_c × relative_humidity_pct: r=-0.925 ✓ occupancy_persons × LAeq_15min_dBA: r=0.2869 ✓ traffic_flow_vehicles_h × LAeq_15min_dBA: r=0.727 ✓

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 clear 0.1049 0.000 24.655 1914.09 61.83 3.007 1.103 30.521 normal stochastic 13 13 0 0 0 0 29 0.0580 9 7 4 3 4 2 general_public 212.48 47.22 12.00 11.942 11.969 12.046 true 88.53 20.00 19.906 20.312 20.003 true 57.16 true 24.19 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 clear 0.1877 0.000 25.128 1915.23 60.15 1.635 0.600 31.738 normal stochastic 11 11 0 0 0 0 24 0.0480 10 3 3 4 3 1 general_public 175.52 39.00 12.00 11.897 11.732 12.019 true 73.13 20.00 19.833 17.732 19.989 true 55.56 true 26.67 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.
3 2026-07-14T00:30:00+01:00 900 weekday clear 0.2624 0.000 25.060 1941.31 61.21 2.845 1.043 32.338 quiet stochastic 2 2 0 0 0 0 19 0.0380 7 3 2 4 2 1 general_public 175.30 38.95 12.00 11.936 12.824 12.029 true 73.04 20.00 19.897 21.246 20.009 true 56.38 true 25.25 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 clear 0.1490 0.000 24.978 1823.31 57.77 4.786 1.755 32.962 quiet stochastic 4 4 0 0 0 0 17 0.0340 5 2 4 2 3 1 general_public 117.74 26.16 12.00 11.958 13.545 12.033 true 49.06 20.00 19.931 20.239 19.999 true 56.16 true 22.72 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 clear 0.1608 0.000 24.221 1817.59 60.26 2.925 1.073 32.802 quiet stochastic 3 3 0 0 0 0 14 0.0280 3 2 3 2 3 1 94.15 20.92 12.00 11.932 9.783 12.006 true 39.23 20.00 19.889 20.581 19.992 true 55.50 true 24.42 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.
6 2026-07-14T01:15:00+01:00 900 weekday clear 0.4187 0.000 24.189 1714.01 56.93 1.203 0.441 32.971 busy stochastic 11 11 0 0 0 0 18 0.0360 6 3 2 3 3 1 general_public 90.80 20.18 12.00 11.856 12.981 12.016 true 37.83 20.00 19.762 20.331 19.998 true 57.12 true 26.51 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.
7 2026-07-14T01:30:00+01:00 900 weekday clear 0.2400 0.000 23.896 1695.19 57.31 1.419 0.521 33.458 busy stochastic 15 15 0 0 0 0 25 0.0500 12 4 2 3 2 2 general_public 86.01 19.11 12.00 11.873 12.808 12.024 true 35.84 20.00 19.791 19.502 19.970 true 56.79 true 26.21 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.
8 2026-07-14T01:45:00+01:00 900 weekday clear 0.1380 0.000 23.743 1595.86 54.45 0.685 0.251 33.773 busy stochastic 9 9 0 0 0 0 29 0.0580 15 6 1 3 2 2 general_public 86.08 19.13 12.00 11.781 11.056 12.013 true 35.87 20.00 19.639 23.316 20.020 true 57.32 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.
9 2026-07-14T02:00:00+01:00 900 weekday clear 0.1685 0.000 23.350 1614.54 56.41 0.590 0.216 33.726 normal stochastic 9 9 0 0 0 0 27 0.0540 14 6 2 1 3 1 general_public 91.89 20.42 12.00 11.759 11.896 12.022 true 38.29 20.00 19.603 22.023 20.061 true 56.94 true 26.56 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.
10 2026-07-14T02:15:00+01:00 900 weekday clear 0.2777 0.000 23.295 1581.64 55.44 1.257 0.461 33.877 normal stochastic 6 6 0 0 0 0 19 0.0380 12 3 1 1 1 1 general_public 106.06 23.57 12.00 11.863 10.899 12.021 true 44.19 20.00 19.774 16.812 20.060 true 58.99 true 25.95 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 clear 0.1576 0.000 23.349 1549.72 54.14 0.793 0.291 34.240 normal stochastic 11 11 0 0 0 0 24 0.0480 17 3 2 1 0 1 general_public 114.47 25.44 12.00 11.808 12.999 12.044 true 47.69 20.00 19.684 21.150 20.077 true 58.40 true 26.45 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.
12 2026-07-14T02:45:00+01:00 900 weekday clear 0.1123 0.000 23.391 1515.47 52.81 0.627 0.230 34.447 quiet stochastic 6 6 0 0 0 0 20 0.0400 12 3 3 2 0 0 general_public 113.24 25.16 12.00 11.774 11.979 12.040 true 47.18 20.00 19.628 18.587 20.051 true 56.46 true 26.57 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.
13 2026-07-14T03:00:00+01:00 900 weekday clear 0.3326 0.000 23.312 1605.59 56.22 0.318 0.116 34.260 quiet stochastic 3 3 0 0 0 0 18 0.0360 10 3 3 2 0 0 general_public 132.71 29.49 12.00 11.676 11.512 12.060 true 55.30 20.00 19.469 16.697 20.003 true 57.16 true 26.72 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.
14 2026-07-14T03:15:00+01:00 900 weekday clear 0.1517 0.000 23.774 1629.20 55.48 0.817 0.300 34.924 quiet stochastic 3 3 0 0 0 0 15 0.0300 7 4 3 1 0 0 general_public 114.13 25.36 12.00 11.810 11.925 12.051 true 47.55 20.00 19.689 20.159 20.026 true 55.96 true 27.00 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.
15 2026-07-14T03:30:00+01:00 900 weekday clear 0.1305 0.000 23.792 1602.48 54.51 1.226 0.450 34.895 quiet stochastic 4 4 0 0 0 0 11 0.0220 5 2 3 1 0 0 general_public 114.16 25.37 12.00 11.861 11.782 12.052 true 47.57 20.00 19.772 22.787 20.041 true 56.82 true 26.59 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.
16 2026-07-14T03:45:00+01:00 900 weekday clear 0.0882 0.000 23.388 1575.30 54.91 2.442 0.896 34.376 quiet stochastic 0 0 0 0 0 0 6 0.0120 2 2 2 0 0 0 108.25 24.06 12.00 11.922 11.716 12.058 true 45.10 20.00 19.872 20.417 20.002 true 58.39 true 24.53 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 clear 0.3266 0.000 22.924 1614.32 57.87 2.862 1.049 33.544 normal stochastic 11 11 0 0 0 0 14 0.0280 7 3 4 0 0 0 general_public 115.00 25.56 12.00 11.933 11.393 12.057 true 47.92 20.00 19.889 20.350 19.957 true 56.11 true 23.41 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.
18 2026-07-14T04:15:00+01:00 900 weekday clear 0.1109 0.000 22.764 1631.27 59.05 2.379 0.872 33.303 normal stochastic 7 7 0 0 0 0 14 0.0280 9 0 2 1 1 1 general_public 113.97 25.33 12.00 11.920 13.772 12.104 true 47.49 20.00 19.869 20.156 19.946 true 57.00 true 24.02 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.
19 2026-07-14T04:30:00+01:00 900 weekday clear 0.0618 0.000 22.493 1702.88 62.66 3.306 1.212 32.712 busy stochastic 24 24 0 0 0 0 32 0.0640 15 5 2 3 5 2 general_public 107.02 23.78 12.00 11.940 13.024 12.096 true 44.59 20.00 19.902 18.527 19.932 true 58.65 true 22.36 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.
20 2026-07-14T04:45:00+01:00 900 weekday clear 0.2370 0.000 22.742 1653.02 59.91 2.540 0.931 32.518 quiet stochastic 4 4 0 0 0 0 23 0.0460 10 5 1 1 4 2 general_public 98.66 21.92 12.00 11.924 12.529 12.104 true 41.11 20.00 19.875 18.546 19.909 true 57.84 true 23.58 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 0.8431 0.000 23.181 1759.17 62.09 3.615 1.326 28.622 quiet stochastic 3 3 0 0 0 0 19 0.0380 10 2 1 1 4 1 general_public 172.57 38.35 12.00 11.949 10.596 12.079 true 71.90 20.00 19.917 15.260 19.885 true 58.45 true 21.38 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.
22 2026-07-14T05:15:00+01:00 900 weekday partly_cloudy 0.2516 0.000 23.724 1695.92 57.93 3.176 1.165 32.527 quiet stochastic 6 6 0 0 0 0 14 0.0280 5 3 1 1 4 0 general_public 190.68 42.37 12.00 11.943 13.047 12.084 true 79.45 20.00 19.908 19.456 19.907 true 57.95 true 23.38 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.
23 2026-07-14T05:30:00+01:00 900 weekday partly_cloudy 0.6360 0.000 23.244 1652.30 58.09 3.296 1.209 30.201 quiet stochastic 7 7 0 0 0 0 14 0.0280 5 5 0 2 2 0 266.35 59.19 12.00 11.950 12.000 12.087 true 110.98 20.00 19.920 19.775 19.910 true 58.01 true 22.12 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.
24 2026-07-14T05:45:00+01:00 900 weekday partly_cloudy 0.4555 0.000 22.669 1591.52 57.94 2.237 0.821 29.934 quiet stochastic 6 6 0 0 0 0 13 0.0260 6 2 0 3 2 0 general_public 215.97 47.99 12.00 11.925 11.473 12.090 true 89.99 20.00 19.879 16.801 19.888 true 55.92 true 23.14 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 0.2258 0.000 22.629 1587.86 57.95 2.925 1.073 29.574 busy stochastic 26 26 0 0 0 0 33 0.0660 17 4 4 4 2 2 general_public 238.95 53.10 12.00 11.942 11.455 12.082 true 99.56 20.00 19.907 19.010 19.864 true 55.97 true 21.93 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.
26 2026-07-14T06:15:00+01:00 900 weekday partly_cloudy 0.4710 0.000 22.838 1485.01 53.51 1.865 0.684 28.718 normal stochastic 16 16 0 0 0 0 37 0.0740 19 6 5 3 2 2 general_public 294.89 65.53 12.00 11.920 9.793 12.067 true 122.87 20.00 19.873 20.964 19.863 true 57.57 true 23.22 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 partly_cloudy 0.8228 0.000 23.598 1425.99 49.08 3.164 1.160 26.947 normal stochastic 7 7 0 0 0 0 32 0.0640 16 4 4 3 2 3 general_public 315.00 70.00 12.00 11.951 10.905 12.071 true 131.25 20.00 19.923 18.040 19.855 true 56.93 true 21.24 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 overcast 0.8255 0.000 23.978 1447.01 48.68 2.562 0.940 26.800 normal stochastic 17 17 0 0 0 0 29 0.0580 16 6 2 0 3 2 general_public 393.82 87.51 12.00 11.947 11.531 12.059 true 164.09 20.00 19.918 19.407 19.870 true 57.50 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.
29 2026-07-14T07:00:00+01:00 900 weekday overcast 0.8909 0.000 24.679 1432.56 46.21 2.972 1.090 26.536 normal stochastic 23 23 0 0 0 0 39 0.0780 15 9 4 2 7 2 general_public 630.55 140.12 12.00 11.970 11.353 12.042 true 262.73 20.00 19.958 20.710 19.844 true 58.85 true 22.24 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 0.3379 0.000 25.364 1428.33 44.23 1.074 0.394 28.166 normal stochastic 13 13 0 0 0 0 37 0.0740 11 9 7 1 7 2 general_public 558.73 124.16 12.00 11.917 11.025 12.027 true 232.80 20.00 19.880 19.370 19.840 true 58.17 true 25.39 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 0.4924 0.000 25.545 1382.88 42.36 1.825 0.669 27.332 busy stochastic 37 37 0 0 0 0 56 0.1120 16 15 10 2 8 5 general_public 536.40 119.20 12.00 11.944 14.067 12.056 true 223.50 20.00 19.918 18.238 19.830 true 59.25 true 24.48 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 0.5972 0.000 26.186 1443.94 42.59 1.296 0.475 27.009 normal stochastic 25 25 0 0 0 0 58 0.1160 17 18 7 3 8 5 families 406.45 90.32 12.00 11.907 10.925 12.043 true 169.35 20.00 19.857 17.141 19.854 true 57.75 true 25.45 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.
33 2026-07-14T08:00:00+01:00 900 weekday partly_cloudy 0.8152 0.000 28.213 1382.51 36.21 1.445 0.530 27.659 normal stochastic 24 24 0 0 0 0 56 0.1120 19 17 6 4 7 3 general_public 452.50 100.56 12.00 11.921 13.679 12.063 true 188.54 20.00 19.880 17.549 19.834 true 57.55 true 26.83 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 partly_cloudy 0.1639 0.000 30.060 1416.63 33.35 0.944 0.346 27.552 busy stochastic 40 40 0 0 0 0 70 0.1400 29 21 7 3 5 5 general_public 710.72 157.94 12.00 11.935 11.828 12.049 true 296.13 20.00 19.918 21.429 19.829 true 60.95 true 28.46 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 partly_cloudy 0.6482 0.000 30.117 1480.31 34.73 0.274 0.100 29.062 busy stochastic 36 36 0 0 0 0 73 0.1460 31 19 5 4 10 4 general_public 721.55 160.35 12.00 11.871 16.423 12.083 true 300.65 20.00 19.839 22.819 19.870 true 60.12 true 29.02 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 2026-07-14T08:45:00+01:00 900 weekday partly_cloudy 0.5373 0.000 30.885 1497.61 33.63 0.458 0.168 29.497 normal stochastic 18 18 0 0 0 0 56 0.1120 27 11 5 5 5 3 general_public 935.52 207.89 12.00 11.956 12.844 12.092 true 389.80 20.00 19.982 18.579 19.859 true 60.52 true 29.71 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 2026-07-14T09:00:00+01:00 900 weekday clear 0.3828 0.000 30.911 1429.11 32.04 1.473 0.540 29.059 normal stochastic 16 16 0 0 0 0 44 0.0880 17 9 6 6 2 4 general_public 1226.73 272.61 12.00 12.018 10.649 12.030 true 511.14 20.00 20.062 19.320 19.870 true 61.99 true 29.34 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 2026-07-14T09:15:00+01:00 900 weekday partly_cloudy 0.7821 0.000 30.674 1435.17 32.61 2.174 0.797 30.020 busy stochastic 44 44 0 0 0 0 66 0.1320 25 12 7 8 10 4 general_public 877.70 195.04 12.00 11.982 12.112 12.040 true 365.71 20.00 19.986 18.670 19.872 true 61.09 true 28.93 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 2026-07-14T09:30:00+01:00 900 weekday overcast 0.8472 1.972 30.811 1434.26 32.34 1.662 0.609 30.352 normal stochastic 13 13 0 0 0 0 53 0.1060 20 11 6 6 7 3 general_public 831.92 184.87 12.00 11.972 12.804 12.042 true 346.63 20.00 19.973 19.860 19.877 true 61.65 true 29.49 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 2026-07-14T09:45:00+01:00 900 weekday overcast 0.7216 2.545 31.386 1472.17 32.12 2.294 0.841 30.551 normal stochastic 7 7 0 0 0 0 32 0.0640 12 7 4 4 4 1 general_public 914.07 203.13 12.00 11.986 11.832 12.050 true 380.86 20.00 19.993 17.318 19.864 true 60.50 true 29.63 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 2026-07-14T10:00:00+01:00 900 weekday overcast 0.8031 2.621 31.115 1536.52 34.05 3.004 1.101 30.525 normal stochastic 6 6 0 0 0 0 19 0.0380 7 6 1 3 1 1 general_public 742.51 165.00 12.00 11.977 10.886 12.034 true 309.38 20.00 19.973 19.600 19.886 true 61.11 true 28.89 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 2026-07-14T10:15:00+01:00 900 weekday overcast 0.7386 0.000 32.497 1483.08 30.39 4.471 1.640 31.713 normal stochastic 22 22 0 0 0 0 31 0.0620 14 6 3 3 3 2 general_public 752.92 167.32 12.00 11.985 11.955 12.051 true 313.72 20.00 19.982 17.866 19.878 true 60.66 true 29.46 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 2026-07-14T10:30:00+01:00 900 weekday overcast 0.6535 0.000 33.571 1540.14 29.71 4.303 1.578 32.531 quiet stochastic 8 8 0 0 0 0 25 0.0500 9 5 3 4 3 1 general_public 624.56 138.79 12.00 11.978 12.074 12.029 true 260.23 20.00 19.970 16.515 19.862 true 58.61 true 30.94 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 0.6101 0.000 33.718 1511.85 28.93 4.111 1.508 32.548 quiet stochastic 3 3 0 0 0 0 17 0.0340 6 2 4 2 3 0 general_public 677.42 150.54 12.00 11.980 13.168 12.031 true 282.26 20.00 19.973 20.981 19.838 true 60.45 true 31.17 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.
45 2026-07-14T11:00:00+01:00 900 weekday partly_cloudy 0.3144 0.000 34.333 1534.60 28.37 2.679 0.982 32.276 quiet stochastic 10 10 0 0 0 0 20 0.0400 9 3 3 1 4 0 general_public 584.75 129.94 12.00 11.963 11.612 12.017 true 243.65 20.00 19.948 19.430 19.863 true 62.01 true 32.58 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 0.8633 0.000 34.100 1615.58 30.26 2.795 1.025 33.690 quiet stochastic 5 5 0 0 0 0 18 0.0360 8 2 1 2 5 0 general_public 647.38 143.86 12.00 11.969 14.258 12.038 true 269.74 20.00 19.958 18.712 19.836 true 60.10 true 32.70 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 0.6074 0.000 33.716 1634.47 31.28 3.409 1.250 32.539 quiet stochastic 7 7 0 0 0 0 16 0.0320 6 1 2 2 4 1 general_public 748.84 166.41 12.00 11.980 12.160 12.046 true 312.02 20.00 19.976 18.986 19.826 true 60.69 true 31.68 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.
48 2026-07-14T11:45:00+01:00 900 weekday partly_cloudy 0.4942 0.000 34.447 1553.82 28.55 3.557 1.304 32.929 quiet stochastic 4 4 0 0 0 0 13 0.0260 5 2 0 2 2 2 general_public 729.65 162.14 12.00 11.980 11.594 12.036 true 304.02 20.00 19.975 20.529 19.842 true 60.89 true 32.35 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 0.6959 0.000 34.320 1505.82 27.86 3.249 1.191 33.408 normal stochastic 16 16 0 0 0 0 22 0.0440 8 3 4 2 2 3 general_public 575.51 127.89 12.00 11.969 11.077 12.034 true 239.80 20.00 19.955 20.855 19.859 true 61.30 true 32.45 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 0.7909 0.000 33.820 1421.70 27.05 4.373 1.604 33.193 quiet stochastic 4 4 0 0 0 0 19 0.0380 7 5 4 0 1 2 general_public 531.56 118.12 12.00 11.974 12.210 12.048 true 221.48 20.00 19.962 19.223 19.831 true 60.32 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.

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_6a77bff7640ac9.80618129] [Data set]. IoTSyn Dataset Generator. https://iotsyn.com/view.php?uid=iotsyn_6a77bff7640ac9.80618129
MLA 
"smart city public spaces Dataset." IoTSyn Engine v4.4.0, 2026, https://iotsyn.com/view.php?uid=iotsyn_6a77bff7640ac9.80618129. Accessed 13 Oct. 2026.
CHICAGO 
IoTSyn. "smart city public spaces Dataset." Version v4.4.0. Dataset, 2026. https://iotsyn.com/view.php?uid=iotsyn_6a77bff7640ac9.80618129. Accessed October 13, 2026.
IEEE 
IoTSyn, "smart city public spaces Dataset," IoTSyn Dataset Generator v4.4.0, Aug. 2026. [Online]. Available: https://iotsyn.com/view.php?uid=iotsyn_6a77bff7640ac9.80618129
BIBTEX 
@misc{iotsyn6a77bff7640ac980618129,
    author = {{IoTSyn}},
    title = {{smart city public spaces Dataset}},
    year = {2026},
    month = {aug},
    publisher = {{IoTSyn Dataset Generator}},
    url = {{https://iotsyn.com/view.php?uid=iotsyn_6a77bff7640ac9.80618129}},
    note = {{Generated by IoTSyn Engine v4.4.0. Dataset ID: iotsyn_6a77bff7640ac9.80618129}}
}
HARVARD 
IoTSyn Engine v4.4.0 (2026) smart city public spaces Dataset. Available at: https://iotsyn.com/view.php?uid=iotsyn_6a77bff7640ac9.80618129 (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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Generated: Aug 08, 2026 23:47 UTC · Seed: 123456