← Back to Explore
Ready for Download

Heatwave — Smart City & Public Spaces

Smart City & Public Spaces · 672 rows · seed 123456

iotsyn_6a602c5d216968.06470074

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 2026-07-22T02:35:09Z

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=heatwave; EXTENDED (non-normative)

Data Points

672

License

CC0 1.0

Downloads

17

Views

127

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 672 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 — 1 episode.

#StartEnd IntervalsPeak levelDominant issue
1 2026-07-14T00:00:00+01:00 2026-07-20T23:45:00+01:00 672 severe thermal

Behaviour-change Strategies

Download JSON

Elevated (≥ high-risk) episodes paired with salient audiences, ranked by the compound priority score (compound_priority_v1) — 130 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 elderly thermal severe 6,645 2.47 Shift activity to cooler hours and to shaded or indoor areas during the episode.
2 elderly thermal severe 5,910 2.35 Shift activity to cooler hours and to shaded or indoor areas during the episode.
3 elderly thermal severe 5,700 2.31 Shift activity to cooler hours and to shaded or indoor areas during the episode.
4 elderly thermal severe 4,800 2.14 Shift activity to cooler hours and to shaded or indoor areas during the episode.
5 elderly thermal severe 4,215 2.01 Shift activity to cooler hours and to shaded or indoor areas during the episode.
6 elderly thermal severe 3,945 1.94 Shift activity to cooler hours and to shaded or indoor areas during the episode.
7 elderly thermal severe 2,895 1.65 Shift activity to cooler hours and to shaded or indoor areas during the episode.
8 families thermal severe 2,640 1.35 Shift activity to cooler hours and to shaded or indoor areas during the episode.
9 families thermal severe 2,415 1.28 Shift activity to cooler hours and to shaded or indoor areas during the episode.
10 general public thermal severe 3,285 1.26 Shift activity to cooler hours and to shaded or indoor areas during the episode.
11 general public thermal severe 2,940 1.19 Shift activity to cooler hours and to shaded or indoor areas during the episode.
12 general public thermal severe 2,790 1.16 Shift activity to cooler hours and to shaded or indoor areas during the episode.
13 families thermal severe 2,025 1.15 Shift activity to cooler hours and to shaded or indoor areas during the episode.
14 general public thermal severe 2,700 1.14 Shift activity to cooler hours and to shaded or indoor areas during the episode.
15 general public thermal severe 2,430 1.07 Shift activity to cooler hours and to shaded or indoor areas during the episode.
16 elderly thermal severe 1,410 1.07 Shift activity to cooler hours and to shaded or indoor areas during the episode.
17 families thermal severe 1,650 1.02 Shift activity to cooler hours and to shaded or indoor areas during the episode.
18 families thermal severe 1,590 0.99 Shift activity to cooler hours and to shaded or indoor areas during the episode.
19 general public thermal severe 1,980 0.95 Shift activity to cooler hours and to shaded or indoor areas during the episode.
20 families thermal severe 1,380 0.90 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 672 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 672 0
No non-finite floating-point values (Section 10.3) numerical correctness PASS 672 0
Range and unit bounds: fractions in [0,1], RH in [0,100], non-negativity (10.3/10.6) numerical correctness PASS 672 0
offered = admitted + rejected + deferred_timeout + queue (capacity accounting) numerical correctness PASS 672 0
Audience counts sum exactly to occupancy (Section 10.3) numerical correctness PASS 672 0
operational_capacity_ratio = occupancy / capacity internal consistency PASS 672 0
utci_stress_category recomputes from utci_c (Section 7.2) numerical correctness PASS 672 0
thermal_risk_level recomputes from utci_c (Section 7.3) numerical correctness PASS 672 0
Risk vector (overall/dominant/co-dominant/elevated/compound/completeness) recomputes from component levels (Section 8.5) internal consistency PASS 672 0
Rolling-window completeness flags agree with their value columns internal consistency PASS 672 0
UTCI inputs within the accepted domain (Section 7.1); clamping is a warning numerical correctness WARN 672 0
Air-quality risk available (rolling 24h window complete); incomplete is a warning internal consistency PASS 672 0

Programmed couplings (internal consistency)

air_temperature_c × relative_humidity_pct: r=-0.8911 ✓ occupancy_persons × LAeq_15min_dBA: r=-0.1286 ⚠ traffic_flow_vehicles_h × LAeq_15min_dBA: r=0.7595 ✓

Full Dataset Rows

Rows 1–50 of 672 · 64 columns · Page 1 / 14

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 34.312 1914.09 35.43 3.007 1.103 31.627 normal stochastic 4 4 0 0 0 0 16 0.0320 3 0 10 1 2 0 elderly 212.48 47.22 12.00 11.942 11.969 12.046 true 88.53 20.00 19.906 20.312 20.003 true 57.02 true 32.63 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.
2 2026-07-14T00:15:00+01:00 900 weekday clear 0.1877 0.000 34.845 1915.23 34.42 1.635 0.600 32.408 normal stochastic 1 1 0 0 0 0 8 0.0160 1 1 3 1 2 0 elderly 175.52 39.00 12.00 11.897 11.732 12.019 true 73.13 20.00 19.833 17.732 19.989 true 55.36 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.
3 2026-07-14T00:30:00+01:00 900 weekday clear 0.2624 0.000 34.416 1941.31 35.73 2.845 1.043 32.203 quiet stochastic 1 1 0 0 0 0 7 0.0140 1 1 2 1 2 0 175.30 38.95 12.00 11.936 12.824 12.029 true 73.04 20.00 19.897 21.246 20.009 true 56.23 true 33.00 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.
4 2026-07-14T00:45:00+01:00 900 weekday clear 0.1490 0.000 34.033 1823.31 34.28 4.786 1.755 31.480 quiet stochastic 0 0 0 0 0 0 4 0.0080 1 0 2 0 1 0 elderly 117.74 26.16 12.00 11.958 13.545 12.033 true 49.06 20.00 19.931 20.239 19.999 true 55.97 true 31.31 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.
5 2026-07-14T01:00:00+01:00 900 weekday clear 0.1608 0.000 33.433 1817.59 35.34 2.925 1.073 30.916 quiet stochastic 6 6 0 0 0 0 8 0.0160 2 0 4 0 2 0 elderly 94.15 20.92 12.00 11.932 9.783 12.006 true 39.23 20.00 19.889 20.581 19.992 true 55.41 true 31.57 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.
6 2026-07-14T01:15:00+01:00 900 weekday clear 0.4187 0.000 33.322 1714.01 33.53 1.203 0.441 31.578 busy stochastic 9 9 0 0 0 0 15 0.0300 4 1 8 0 1 1 elderly 90.80 20.18 12.00 11.856 12.981 12.016 true 37.83 20.00 19.762 20.331 19.998 true 57.08 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.
7 2026-07-14T01:30:00+01:00 900 weekday clear 0.2400 0.000 33.017 1695.19 33.73 1.419 0.521 30.737 busy stochastic 13 13 0 0 0 0 23 0.0460 6 2 12 1 1 1 elderly 86.01 19.11 12.00 11.873 12.808 12.024 true 35.84 20.00 19.791 19.502 19.970 true 56.77 true 31.90 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 32.886 1595.86 31.99 0.685 0.251 30.300 busy stochastic 16 16 0 0 0 0 31 0.0620 8 5 12 1 3 2 elderly 86.08 19.13 12.00 11.781 11.056 12.013 true 35.87 20.00 19.639 23.316 20.020 true 57.35 true 31.62 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 32.364 1614.54 33.33 0.590 0.216 29.870 normal stochastic 5 5 0 0 0 0 21 0.0420 5 4 8 0 2 2 elderly 91.89 20.42 12.00 11.759 11.896 12.022 true 38.29 20.00 19.603 22.023 20.061 true 56.85 true 31.12 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 32.094 1581.64 33.16 1.257 0.461 29.927 normal stochastic 4 4 0 0 0 0 16 0.0320 4 3 5 1 1 2 elderly 106.06 23.57 12.00 11.863 10.899 12.021 true 44.19 20.00 19.774 16.812 20.060 true 58.95 true 30.83 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.
11 2026-07-14T02:30:00+01:00 900 weekday clear 0.1576 0.000 32.135 1549.72 32.41 0.793 0.291 29.608 normal stochastic 6 6 0 0 0 0 14 0.0280 4 1 5 2 1 1 elderly 114.47 25.44 12.00 11.808 12.999 12.044 true 47.69 20.00 19.684 21.150 20.077 true 58.26 true 30.80 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 32.108 1515.47 31.74 0.627 0.230 29.444 quiet stochastic 3 3 0 0 0 0 12 0.0240 2 3 5 1 1 0 elderly 113.24 25.16 12.00 11.774 11.979 12.040 true 47.18 20.00 19.628 18.587 20.051 true 56.34 true 30.66 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 31.877 1605.59 34.07 0.318 0.116 29.875 quiet stochastic 2 2 0 0 0 0 11 0.0220 2 4 5 0 0 0 elderly 132.71 29.49 12.00 11.676 11.512 12.060 true 55.30 20.00 19.469 16.697 20.003 true 57.07 true 30.71 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.
14 2026-07-14T03:15:00+01:00 900 weekday clear 0.1517 0.000 32.293 1629.20 33.77 0.817 0.300 29.748 quiet stochastic 5 5 0 0 0 0 10 0.0200 1 4 5 0 0 0 elderly 114.13 25.36 12.00 11.810 11.925 12.051 true 47.55 20.00 19.689 20.159 20.026 true 55.89 true 31.08 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 32.226 1602.48 33.34 1.226 0.450 29.617 quiet stochastic 3 3 0 0 0 0 9 0.0180 1 3 5 0 0 0 elderly 114.16 25.37 12.00 11.861 11.782 12.052 true 47.57 20.00 19.772 22.787 20.041 true 56.79 true 30.90 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 31.724 1575.30 33.72 2.442 0.896 28.988 quiet stochastic 1 1 0 0 0 0 4 0.0080 0 3 1 0 0 0 families 108.25 24.06 12.00 11.922 11.716 12.058 true 45.10 20.00 19.872 20.417 20.002 true 58.36 true 29.57 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.
17 2026-07-14T04:00:00+01:00 900 weekday clear 0.3266 0.000 31.161 1614.32 35.68 2.862 1.049 29.141 normal stochastic 7 7 0 0 0 0 9 0.0180 1 3 3 1 1 0 115.00 25.56 12.00 11.933 11.393 12.057 true 47.92 20.00 19.889 20.350 19.957 true 56.04 true 28.81 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.
18 2026-07-14T04:15:00+01:00 900 weekday clear 0.1109 0.000 31.001 1631.27 36.39 2.379 0.872 28.334 normal stochastic 10 10 0 0 0 0 17 0.0340 4 2 7 2 1 1 elderly 113.97 25.33 12.00 11.920 13.772 12.104 true 47.49 20.00 19.869 20.156 19.946 true 57.05 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.
19 2026-07-14T04:30:00+01:00 900 weekday clear 0.0618 0.000 30.677 1702.88 38.69 3.306 1.212 27.862 busy stochastic 16 16 0 0 0 0 30 0.0600 4 4 13 3 6 0 elderly 107.02 23.78 12.00 11.940 13.024 12.096 true 44.59 20.00 19.902 18.527 19.932 true 58.62 true 27.81 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.
20 2026-07-14T04:45:00+01:00 900 weekday clear 0.2370 0.000 30.893 1653.02 37.10 2.540 0.931 28.604 quiet stochastic 6 6 0 0 0 0 25 0.0500 3 4 9 1 7 1 elderly 98.66 21.92 12.00 11.924 12.529 12.104 true 41.11 20.00 19.875 18.546 19.909 true 57.87 true 28.76 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.
21 2026-07-14T05:00:00+01:00 900 weekday partly_cloudy 0.8431 0.000 31.253 1759.17 38.68 3.615 1.326 30.782 quiet stochastic 5 5 0 0 0 0 17 0.0340 1 4 6 2 4 0 elderly 172.57 38.35 12.00 11.949 10.596 12.079 true 71.90 20.00 19.917 15.260 19.885 true 58.43 true 28.87 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.
22 2026-07-14T05:15:00+01:00 900 weekday partly_cloudy 0.2516 0.000 31.818 1695.92 36.11 3.176 1.165 29.573 quiet stochastic 5 5 0 0 0 0 14 0.0280 1 2 7 2 2 0 elderly 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 29.38 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.
23 2026-07-14T05:30:00+01:00 900 weekday partly_cloudy 0.6360 0.000 31.244 1652.30 36.35 3.296 1.209 31.268 quiet stochastic 1 1 0 0 0 0 10 0.0200 1 3 4 1 1 0 elderly 266.35 59.19 12.00 11.950 12.000 12.087 true 110.98 20.00 19.920 19.775 19.910 true 57.97 true 29.09 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.
24 2026-07-14T05:45:00+01:00 900 weekday partly_cloudy 0.4555 0.000 30.669 1591.52 36.18 2.237 0.821 31.676 quiet stochastic 5 5 0 0 0 0 10 0.0200 1 2 6 1 0 0 elderly 215.97 47.99 12.00 11.925 11.473 12.090 true 89.99 20.00 19.879 16.801 19.888 true 55.89 true 29.50 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.
25 2026-07-14T06:00:00+01:00 900 weekday partly_cloudy 0.2258 0.000 30.629 1587.86 36.18 2.925 1.073 32.731 busy stochastic 16 16 0 0 0 0 21 0.0420 4 2 7 3 5 0 elderly 238.95 53.10 12.00 11.942 11.455 12.082 true 99.56 20.00 19.907 19.010 19.864 true 55.85 true 29.12 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.
26 2026-07-14T06:15:00+01:00 900 weekday partly_cloudy 0.4710 0.000 30.838 1485.01 33.43 1.865 0.684 33.828 normal stochastic 10 10 0 0 0 0 23 0.0460 3 3 11 3 2 1 elderly 294.89 65.53 12.00 11.920 9.793 12.067 true 122.87 20.00 19.873 20.964 19.863 true 57.44 true 30.33 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.
27 2026-07-14T06:30:00+01:00 900 weekday partly_cloudy 0.8228 0.000 31.598 1425.99 30.75 3.164 1.160 34.201 normal stochastic 6 6 0 0 0 0 19 0.0380 3 1 9 1 3 2 elderly 315.00 70.00 12.00 11.951 10.905 12.071 true 131.25 20.00 19.923 18.040 19.855 true 56.81 true 29.96 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.
28 2026-07-14T06:45:00+01:00 900 weekday overcast 0.8255 0.000 31.978 1447.01 30.53 2.562 0.940 35.216 normal stochastic 10 10 0 0 0 0 17 0.0340 4 1 8 0 2 2 elderly 393.82 87.51 12.00 11.947 11.531 12.059 true 164.09 20.00 19.918 19.407 19.870 true 57.40 true 31.06 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.
29 2026-07-14T07:00:00+01:00 900 weekday overcast 0.8909 0.000 32.679 1432.56 29.06 2.972 1.090 35.830 normal stochastic 11 11 0 0 0 0 21 0.0420 3 1 12 0 4 1 elderly 630.55 140.12 12.00 11.970 11.353 12.042 true 262.73 20.00 19.958 20.710 19.844 true 58.75 true 31.52 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.
30 2026-07-14T07:15:00+01:00 900 weekday partly_cloudy 0.3379 0.000 33.364 1428.33 27.88 1.074 0.394 40.671 normal stochastic 5 5 0 0 0 0 18 0.0360 1 1 12 0 3 1 elderly 558.73 124.16 12.00 11.917 11.025 12.027 true 232.80 20.00 19.880 19.370 19.840 true 58.05 true 34.39 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.
31 2026-07-14T07:30:00+01:00 900 weekday partly_cloudy 0.4924 0.000 33.545 1382.88 26.72 1.825 0.669 41.471 busy stochastic 21 21 0 0 0 0 27 0.0540 7 6 12 0 1 1 elderly 536.40 119.20 12.00 11.944 14.067 12.056 true 223.50 20.00 19.918 18.238 19.830 true 59.06 true 34.40 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.
32 2026-07-14T07:45:00+01:00 900 weekday partly_cloudy 0.5972 0.000 34.186 1443.94 26.92 1.296 0.475 42.483 normal stochastic 6 6 0 0 0 0 24 0.0480 5 5 8 1 3 2 elderly 406.45 90.32 12.00 11.907 10.925 12.043 true 169.35 20.00 19.857 17.141 19.854 true 57.49 true 35.47 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.
33 2026-07-14T08:00:00+01:00 900 weekday partly_cloudy 0.8152 0.000 34.980 1382.51 24.66 1.445 0.530 41.581 normal stochastic 6 6 0 0 0 0 18 0.0360 3 3 6 1 3 2 elderly 452.50 100.56 12.00 11.921 13.679 12.063 true 188.54 20.00 19.880 17.549 19.834 true 57.28 true 35.80 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.
34 2026-07-14T08:15:00+01:00 900 weekday partly_cloudy 0.1639 0.000 35.948 1416.63 23.95 0.944 0.346 47.474 busy stochastic 16 16 0 0 0 0 26 0.0520 4 2 12 3 4 1 elderly 710.72 157.94 12.00 11.935 11.828 12.049 true 296.13 20.00 19.918 21.429 19.829 true 60.71 true 38.14 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
35 2026-07-14T08:30:00+01:00 900 weekday partly_cloudy 0.6482 0.000 36.388 1480.31 24.43 0.274 0.100 46.748 busy stochastic 15 15 0 0 0 0 31 0.0620 5 3 14 3 5 1 elderly 721.55 160.35 12.00 11.871 16.423 12.083 true 300.65 20.00 19.839 22.819 19.870 true 59.89 true 38.26 very strong heat stress true severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
36 2026-07-14T08:45:00+01:00 900 weekday partly_cloudy 0.5373 0.000 36.968 1497.61 23.94 0.458 0.168 49.188 normal stochastic 3 3 0 0 0 0 17 0.0340 4 1 5 1 5 1 935.52 207.89 12.00 11.956 12.844 12.092 true 389.80 20.00 19.982 18.579 19.859 true 60.34 true 39.35 very strong heat stress true severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
37 2026-07-14T09:00:00+01:00 900 weekday clear 0.3828 0.000 36.913 1429.11 22.92 1.473 0.540 50.835 normal stochastic 4 4 0 0 0 0 7 0.0140 0 1 2 1 2 1 1226.73 272.61 12.00 12.018 10.649 12.030 true 511.14 20.00 20.062 19.320 19.870 true 61.85 true 39.74 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
38 2026-07-14T09:15:00+01:00 900 weekday partly_cloudy 0.7821 0.000 37.232 1435.17 22.62 2.174 0.797 47.481 busy stochastic 11 11 0 0 0 0 15 0.0300 1 2 7 1 1 3 elderly 877.70 195.04 12.00 11.982 12.112 12.040 true 365.71 20.00 19.986 18.670 19.872 true 60.85 true 39.00 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
39 2026-07-14T09:30:00+01:00 900 weekday overcast 0.8472 1.972 37.347 1434.26 22.46 1.662 0.609 46.517 normal stochastic 5 5 0 0 0 0 18 0.0360 2 1 7 2 1 5 elderly 831.92 184.87 12.00 11.972 12.804 12.042 true 346.63 20.00 19.973 19.860 19.877 true 61.48 true 39.05 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
40 2026-07-14T09:45:00+01:00 900 weekday overcast 0.7216 2.545 37.844 1472.17 22.44 2.294 0.841 50.456 normal stochastic 2 2 0 0 0 0 10 0.0200 0 1 6 0 0 3 elderly 914.07 203.13 12.00 11.986 11.832 12.050 true 380.86 20.00 19.993 17.318 19.864 true 60.40 true 40.25 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
41 2026-07-14T10:00:00+01:00 900 weekday overcast 0.8031 2.621 37.770 1536.52 23.52 3.004 1.101 49.022 normal stochastic 2 2 0 0 0 0 8 0.0160 1 1 3 1 0 2 elderly 742.51 165.00 12.00 11.977 10.886 12.034 true 309.38 20.00 19.973 19.600 19.886 true 61.05 true 39.57 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
42 2026-07-14T10:15:00+01:00 900 weekday overcast 0.7386 0.000 39.312 1483.08 20.89 4.471 1.640 52.584 normal stochastic 1 1 0 0 0 0 3 0.0060 0 0 1 1 0 1 752.92 167.32 12.00 11.985 11.955 12.051 true 313.72 20.00 19.982 17.866 19.878 true 60.51 true 41.38 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
43 2026-07-14T10:30:00+01:00 900 weekday overcast 0.6535 0.000 40.289 1540.14 20.58 4.303 1.578 55.708 quiet stochastic 0 0 0 0 0 0 0 0.0000 0 0 0 0 0 0 624.56 138.79 12.00 11.978 12.074 12.029 true 260.23 20.00 19.970 16.515 19.862 true 58.46 true 43.17 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
44 2026-07-14T10:45:00+01:00 900 weekday partly_cloudy 0.6101 0.000 40.382 1511.85 20.11 4.111 1.508 56.954 quiet stochastic 1 1 0 0 0 0 1 0.0020 1 0 0 0 0 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 60.35 true 43.56 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
45 2026-07-14T11:00:00+01:00 900 weekday partly_cloudy 0.3144 0.000 40.461 1534.60 20.32 2.679 0.982 59.916 quiet stochastic 1 1 0 0 0 0 1 0.0020 0 0 0 0 1 0 commuters 584.75 129.94 12.00 11.963 11.612 12.017 true 243.65 20.00 19.948 19.430 19.863 true 61.89 true 44.80 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
46 2026-07-14T11:15:00+01:00 900 weekday partly_cloudy 0.8633 0.000 40.890 1615.58 20.91 2.795 1.025 51.876 quiet stochastic 1 1 0 0 0 0 2 0.0040 0 1 0 0 1 0 647.38 143.86 12.00 11.969 14.258 12.038 true 269.74 20.00 19.958 18.712 19.836 true 60.00 true 43.40 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
47 2026-07-14T11:30:00+01:00 900 weekday partly_cloudy 0.6074 0.000 40.382 1634.47 21.74 3.409 1.250 58.067 quiet stochastic 1 1 0 0 0 0 2 0.0040 0 1 1 0 0 0 748.84 166.41 12.00 11.980 12.160 12.046 true 312.02 20.00 19.976 18.986 19.826 true 60.61 true 44.11 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
48 2026-07-14T11:45:00+01:00 900 weekday partly_cloudy 0.4942 0.000 41.088 1553.82 19.90 3.557 1.304 60.460 quiet stochastic 2 2 0 0 0 0 3 0.0060 0 0 3 0 0 0 elderly 729.65 162.14 12.00 11.980 11.594 12.036 true 304.02 20.00 19.975 20.529 19.842 true 60.84 true 45.24 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
49 2026-07-14T12:00:00+01:00 900 weekday partly_cloudy 0.6959 0.000 41.161 1505.82 19.21 3.249 1.191 57.575 normal stochastic 0 0 0 0 0 0 2 0.0040 0 0 2 0 0 0 elderly 575.51 127.89 12.00 11.969 11.077 12.034 true 239.80 20.00 19.955 20.855 19.859 true 61.17 true 44.71 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; dominant issue thermal.
50 2026-07-14T12:15:00+01:00 900 weekday partly_cloudy 0.7909 0.000 40.935 1421.70 18.36 4.373 1.604 54.943 quiet stochastic 3 3 0 0 0 0 5 0.0100 0 0 5 0 0 0 elderly 531.56 118.12 12.00 11.974 12.210 12.048 true 221.48 20.00 19.962 19.223 19.831 true 60.22 true 43.59 very strong heat stress false severe low caution low severe thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_severe Overall action level severe; 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_6a602c5d216968.06470074] [Data set]. IoTSyn Dataset Generator. https://iotsyn.com/view.php?uid=iotsyn_6a602c5d216968.06470074
MLA 
"smart city public spaces Dataset." IoTSyn Engine v4.4.0, 2026, https://iotsyn.com/view.php?uid=iotsyn_6a602c5d216968.06470074. Accessed 13 Oct. 2026.
CHICAGO 
IoTSyn. "smart city public spaces Dataset." Version v4.4.0. Dataset, 2026. https://iotsyn.com/view.php?uid=iotsyn_6a602c5d216968.06470074. 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_6a602c5d216968.06470074
BIBTEX 
@misc{iotsyn6a602c5d21696806470074,
    author = {{IoTSyn}},
    title = {{smart city public spaces Dataset}},
    year = {2026},
    month = {jul},
    publisher = {{IoTSyn Dataset Generator}},
    url = {{https://iotsyn.com/view.php?uid=iotsyn_6a602c5d216968.06470074}},
    note = {{Generated by IoTSyn Engine v4.4.0. Dataset ID: iotsyn_6a602c5d216968.06470074}}
}
HARVARD 
IoTSyn Engine v4.4.0 (2026) smart city public spaces Dataset. Available at: https://iotsyn.com/view.php?uid=iotsyn_6a602c5d216968.06470074 (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.

Want a dataset like this — with your own parameters?

Pick a domain, set a seed, and download a fresh CC0 dataset in seconds. Byte-identical reproduction is verified for the reference engine; experimental engines are deterministic but still under audit.

Generate your own Explore more datasets
Generated: Jul 22, 2026 02:35 UTC · Seed: 123456