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Low-Risk Control — Smart City & Public Spaces

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

iotsyn_6abda90a6a6334.44748740

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 2026-10-01T00:27:54Z

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: preset=low_risk_control, heat=high, pollution=low, noise=high, traffic=high, demand=extreme; EXTENDED (non-normative)

Data Points

1,000

License

CC0 1.0

Downloads

5

Views

40

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 — 63 episodes.

#StartEnd IntervalsPeak levelDominant issue
1 2026-07-14T02:15:00+01:00 2026-07-14T02:15:00+01:00 1 caution noise
2 2026-07-14T08:15:00+01:00 2026-07-14T18:15:00+01:00 41 high risk thermal
3 2026-07-14T18:45:00+01:00 2026-07-14T21:15:00+01:00 11 caution noise
4 2026-07-15T01:00:00+01:00 2026-07-15T01:30:00+01:00 3 caution noise
5 2026-07-15T02:15:00+01:00 2026-07-15T03:30:00+01:00 6 caution noise
6 2026-07-15T04:00:00+01:00 2026-07-15T04:45:00+01:00 4 caution noise
7 2026-07-15T05:45:00+01:00 2026-07-15T05:45:00+01:00 1 caution noise
8 2026-07-15T08:00:00+01:00 2026-07-15T08:00:00+01:00 1 caution noise
9 2026-07-15T08:30:00+01:00 2026-07-15T08:45:00+01:00 2 caution noise
10 2026-07-15T09:45:00+01:00 2026-07-15T18:15:00+01:00 35 high risk thermal
11 2026-07-15T22:45:00+01:00 2026-07-15T23:00:00+01:00 2 caution noise
12 2026-07-16T07:45:00+01:00 2026-07-16T07:45:00+01:00 1 caution noise
13 2026-07-16T09:30:00+01:00 2026-07-16T20:30:00+01:00 45 high risk thermal
14 2026-07-16T22:30:00+01:00 2026-07-16T23:30:00+01:00 5 caution noise
15 2026-07-17T01:15:00+01:00 2026-07-17T01:30:00+01:00 2 caution noise
16 2026-07-17T02:00:00+01:00 2026-07-17T04:15:00+01:00 10 caution noise
17 2026-07-17T05:00:00+01:00 2026-07-17T06:00:00+01:00 5 caution noise
18 2026-07-17T06:45:00+01:00 2026-07-17T09:30:00+01:00 12 caution noise
19 2026-07-17T10:00:00+01:00 2026-07-17T19:00:00+01:00 37 high risk thermal
20 2026-07-17T20:00:00+01:00 2026-07-17T20:00:00+01:00 1 caution noise
21 2026-07-17T21:30:00+01:00 2026-07-17T21:30:00+01:00 1 caution noise
22 2026-07-18T00:45:00+01:00 2026-07-18T01:45:00+01:00 5 caution noise
23 2026-07-18T03:00:00+01:00 2026-07-18T03:00:00+01:00 1 caution noise
24 2026-07-18T03:45:00+01:00 2026-07-18T04:00:00+01:00 2 caution noise
25 2026-07-18T06:00:00+01:00 2026-07-18T06:00:00+01:00 1 caution noise
26 2026-07-18T06:45:00+01:00 2026-07-18T07:45:00+01:00 5 caution noise
27 2026-07-18T08:30:00+01:00 2026-07-18T09:00:00+01:00 3 caution noise
28 2026-07-18T09:30:00+01:00 2026-07-18T19:00:00+01:00 39 high risk thermal
29 2026-07-18T19:30:00+01:00 2026-07-18T19:30:00+01:00 1 caution noise
30 2026-07-18T20:15:00+01:00 2026-07-18T20:45:00+01:00 3 caution noise
31 2026-07-18T21:45:00+01:00 2026-07-18T22:15:00+01:00 3 caution noise
32 2026-07-18T23:45:00+01:00 2026-07-18T23:45:00+01:00 1 caution noise
33 2026-07-19T02:30:00+01:00 2026-07-19T03:00:00+01:00 3 caution thermal
34 2026-07-19T04:00:00+01:00 2026-07-19T04:00:00+01:00 1 caution thermal
35 2026-07-19T04:45:00+01:00 2026-07-19T05:00:00+01:00 2 caution thermal
36 2026-07-19T05:45:00+01:00 2026-07-19T06:00:00+01:00 2 caution noise
37 2026-07-19T07:30:00+01:00 2026-07-19T19:45:00+01:00 50 high risk thermal
38 2026-07-20T00:45:00+01:00 2026-07-20T01:00:00+01:00 2 caution noise
39 2026-07-20T07:15:00+01:00 2026-07-20T07:15:00+01:00 1 caution noise
40 2026-07-20T08:00:00+01:00 2026-07-20T19:45:00+01:00 48 high risk thermal
41 2026-07-20T21:45:00+01:00 2026-07-20T22:15:00+01:00 3 caution noise
42 2026-07-21T00:00:00+01:00 2026-07-21T00:00:00+01:00 1 caution noise
43 2026-07-21T04:45:00+01:00 2026-07-21T05:30:00+01:00 4 caution noise
44 2026-07-21T06:00:00+01:00 2026-07-21T21:15:00+01:00 62 high risk thermal
45 2026-07-22T04:00:00+01:00 2026-07-22T04:00:00+01:00 1 caution noise
46 2026-07-22T04:45:00+01:00 2026-07-22T05:00:00+01:00 2 caution noise
47 2026-07-22T06:45:00+01:00 2026-07-22T07:00:00+01:00 2 caution noise
48 2026-07-22T08:15:00+01:00 2026-07-22T08:15:00+01:00 1 caution noise
49 2026-07-22T08:45:00+01:00 2026-07-22T08:45:00+01:00 1 caution noise
50 2026-07-22T09:15:00+01:00 2026-07-22T19:45:00+01:00 43 high risk thermal

Behaviour-change Strategies

Download JSON

Elevated (≥ high-risk) episodes paired with salient audiences, ranked by the compound priority score (compound_priority_v1) — 156 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 2,205 0.51 Shift activity to cooler hours and to shaded or indoor areas during the episode.
2 general public thermal high risk 1,995 0.48 Shift activity to cooler hours and to shaded or indoor areas during the episode.
3 families thermal high risk 1,275 0.43 Shift activity to cooler hours and to shaded or indoor areas during the episode.
4 families thermal high risk 1,170 0.40 Shift activity to cooler hours and to shaded or indoor areas during the episode.
5 elderly thermal high risk 900 0.39 Shift activity to cooler hours and to shaded or indoor areas during the episode.
6 elderly thermal high risk 795 0.36 Shift activity to cooler hours and to shaded or indoor areas during the episode.
7 general public thermal high risk 1,080 0.32 Shift activity to cooler hours and to shaded or indoor areas during the episode.
8 families thermal high risk 825 0.31 Shift activity to cooler hours and to shaded or indoor areas during the episode.
9 commuters thermal high risk 1,035 0.31 Shift activity to cooler hours and to shaded or indoor areas during the episode.
10 general public thermal high risk 840 0.26 Shift activity to cooler hours and to shaded or indoor areas during the episode.
11 general public thermal high risk 750 0.24 Shift activity to cooler hours and to shaded or indoor areas during the episode.
12 general public thermal high risk 675 0.22 Shift activity to cooler hours and to shaded or indoor areas during the episode.
13 general public thermal high risk 570 0.20 Shift activity to cooler hours and to shaded or indoor areas during the episode.
14 students thermal high risk 555 0.19 Shift activity to cooler hours and to shaded or indoor areas during the episode.
15 general public thermal high risk 555 0.19 Shift activity to cooler hours and to shaded or indoor areas during the episode.
16 general public thermal high risk 540 0.19 Shift activity to cooler hours and to shaded or indoor areas during the episode.
17 elderly thermal high risk 345 0.18 Shift activity to cooler hours and to shaded or indoor areas during the episode.
18 commuters thermal high risk 510 0.18 Shift activity to cooler hours and to shaded or indoor areas during the episode.
19 elderly thermal high risk 315 0.17 Shift activity to cooler hours and to shaded or indoor areas during the episode.
20 general public thermal high risk 465 0.17 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=-0.9115 ✓ occupancy_persons × LAeq_15min_dBA: r=0.3603 ✓ traffic_flow_vehicles_h × LAeq_15min_dBA: r=0.6737 ✓

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 2026-07-14T00:00:00+01:00 900 weekday clear 0.1049 0.000 22.312 1914.09 71.21 3.007 1.103 19.627 normal stochastic 3 3 0 0 0 0 11 0.0220 3 2 2 1 1 2 general_public 106.24 11.80 6.00 5.967 5.981 6.014 true 22.13 10.00 9.947 10.149 9.984 true 52.86 true 19.42 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
2 2026-07-14T00:15:00+01:00 900 weekday clear 0.1877 0.000 22.845 1915.23 68.99 1.635 0.600 20.408 normal stochastic 4 4 0 0 0 0 9 0.0180 2 0 1 2 1 3 event_attendees 87.76 9.75 6.00 5.944 5.861 6.000 true 18.28 10.00 9.907 8.858 9.977 true 51.40 true 22.01 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
3 2026-07-14T00:30:00+01:00 900 weekday clear 0.2624 0.000 22.416 1941.31 71.77 2.845 1.043 20.203 quiet stochastic 2 2 0 0 0 0 7 0.0140 2 0 0 2 1 2 87.65 9.74 6.00 5.965 6.409 6.005 true 18.26 10.00 9.943 10.617 9.987 true 52.25 true 19.97 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
4 2026-07-14T00:45:00+01:00 900 weekday clear 0.1490 0.000 22.033 1823.31 69.00 4.786 1.755 19.480 quiet stochastic 2 2 0 0 0 0 5 0.0100 1 0 0 2 1 1 students 58.87 6.54 6.00 5.978 6.771 6.007 true 12.26 10.00 9.963 10.117 9.982 true 52.24 true 16.46 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
5 2026-07-14T01:00:00+01:00 900 weekday clear 0.1608 0.000 21.433 1817.59 71.34 2.925 1.073 18.916 quiet stochastic 4 4 0 0 0 0 6 0.0120 2 0 2 1 1 0 47.07 5.23 6.00 5.965 4.890 5.994 true 9.81 10.00 9.941 10.287 9.979 true 51.75 true 18.47 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
6 2026-07-14T01:15:00+01:00 900 weekday clear 0.4187 0.000 21.322 1714.01 67.74 1.203 0.441 19.578 busy stochastic 11 11 0 0 0 0 13 0.0260 3 4 4 0 2 0 45.40 5.04 6.00 5.925 6.487 5.999 true 9.46 10.00 9.875 10.159 9.982 true 53.45 true 20.92 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
7 2026-07-14T01:30:00+01:00 900 weekday clear 0.2400 0.000 21.017 1695.19 68.26 1.419 0.521 18.737 busy stochastic 8 8 0 0 0 0 18 0.0360 9 3 3 0 2 1 general_public 43.00 4.78 6.00 5.934 6.401 6.003 true 8.96 10.00 9.890 9.746 9.968 true 53.13 true 20.17 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
8 2026-07-14T01:45:00+01:00 900 weekday clear 0.1380 0.000 20.886 1595.86 64.78 0.685 0.251 18.300 busy stochastic 5 5 0 0 0 0 19 0.0380 9 3 4 1 1 1 general_public 43.04 4.78 6.00 5.886 5.523 5.998 true 8.97 10.00 9.811 11.647 9.993 true 53.62 true 20.52 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
9 2026-07-14T02:00:00+01:00 900 weekday clear 0.1685 0.000 20.364 1614.54 67.68 0.590 0.216 17.870 normal stochastic 3 3 0 0 0 0 14 0.0280 6 2 2 2 1 1 general_public 45.95 5.11 6.00 5.874 5.942 6.002 true 9.57 10.00 9.791 11.000 10.013 true 53.15 true 20.23 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
10 2026-07-14T02:15:00+01:00 900 weekday clear 0.2777 0.000 20.094 1581.64 67.41 1.257 0.461 17.927 normal stochastic 7 7 0 0 0 0 11 0.0220 5 0 3 0 2 1 general_public 53.03 5.89 6.00 5.928 5.446 6.001 true 11.05 10.00 9.880 8.400 10.013 true 55.20 true 19.34 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
11 2026-07-14T02:30:00+01:00 900 weekday clear 0.1576 0.000 20.135 1549.72 65.89 0.793 0.291 17.608 normal stochastic 2 2 0 0 0 0 9 0.0180 3 1 3 0 2 0 57.23 6.36 6.00 5.898 6.493 6.013 true 11.92 10.00 9.831 10.563 10.021 true 54.46 true 19.72 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
12 2026-07-14T02:45:00+01:00 900 weekday clear 0.1123 0.000 20.108 1515.47 64.54 0.627 0.230 17.444 quiet stochastic 2 2 0 0 0 0 6 0.0120 1 1 3 0 1 0 elderly 56.62 6.29 6.00 5.880 5.983 6.011 true 11.80 10.00 9.802 9.282 10.008 true 52.53 true 19.71 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
13 2026-07-14T03:00:00+01:00 900 weekday clear 0.3326 0.000 19.877 1605.59 69.36 0.318 0.116 17.875 quiet stochastic 2 2 0 0 0 0 6 0.0120 2 1 3 0 0 0 elderly 66.35 7.37 6.00 5.827 5.745 6.020 true 13.82 10.00 9.713 8.331 9.984 true 53.18 true 20.03 no thermal stress true low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
14 2026-07-14T03:15:00+01:00 900 weekday clear 0.1517 0.000 20.293 1629.20 68.59 0.817 0.300 17.748 quiet stochastic 5 5 0 0 0 0 11 0.0220 3 1 4 1 2 0 elderly 57.06 6.34 6.00 5.900 5.957 6.016 true 11.89 10.00 9.834 10.069 9.995 true 52.19 true 20.00 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
15 2026-07-14T03:30:00+01:00 900 weekday clear 0.1305 0.000 20.226 1602.48 67.75 1.226 0.450 17.617 quiet stochastic 1 1 0 0 0 0 6 0.0120 2 0 3 1 0 0 elderly 57.08 6.34 6.00 5.926 5.887 6.016 true 11.89 10.00 9.878 11.384 10.003 true 53.02 true 19.41 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
16 2026-07-14T03:45:00+01:00 900 weekday clear 0.0882 0.000 19.724 1575.30 68.70 2.442 0.896 16.988 quiet stochastic 1 1 0 0 0 0 3 0.0060 1 0 2 0 0 0 elderly 54.13 6.01 6.00 5.959 5.856 6.020 true 11.28 10.00 9.932 10.204 9.983 true 54.64 true 16.94 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
17 2026-07-14T04:00:00+01:00 900 weekday clear 0.3266 0.000 19.161 1614.32 72.91 2.862 1.049 17.141 normal stochastic 6 6 0 0 0 0 9 0.0180 4 3 2 0 0 0 general_public 57.50 6.39 6.00 5.964 5.695 6.019 true 11.98 10.00 9.941 10.171 9.961 true 52.31 true 15.93 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
18 2026-07-14T04:15:00+01:00 900 weekday clear 0.1109 0.000 19.001 1631.27 74.41 2.379 0.872 16.334 normal stochastic 2 2 0 0 0 0 7 0.0140 3 3 1 0 0 0 56.98 6.33 6.00 5.958 6.883 6.043 true 11.87 10.00 9.930 10.073 9.955 true 53.18 true 16.48 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
19 2026-07-14T04:30:00+01:00 900 weekday clear 0.0618 0.000 18.677 1702.88 79.26 3.306 1.212 15.862 busy stochastic 6 6 0 0 0 0 10 0.0200 5 2 0 1 2 0 general_public 53.51 5.95 6.00 5.969 6.510 6.038 true 11.15 10.00 9.948 9.261 9.948 true 54.66 true 14.56 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
20 2026-07-14T04:45:00+01:00 900 weekday clear 0.2370 0.000 18.893 1653.02 75.91 2.540 0.931 16.604 quiet stochastic 1 1 0 0 0 0 8 0.0160 2 2 1 1 2 0 49.33 5.48 6.00 5.960 6.263 6.042 true 10.28 10.00 9.934 9.270 9.937 true 53.97 true 16.25 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
21 2026-07-14T05:00:00+01:00 900 weekday partly_cloudy 0.8431 0.000 19.253 1759.17 78.99 3.615 1.326 18.782 quiet stochastic 4 4 0 0 0 0 8 0.0160 4 1 1 0 2 0 general_public 86.28 9.59 6.00 5.972 5.296 6.030 true 17.98 10.00 9.954 7.627 9.925 true 54.35 true 15.48 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
22 2026-07-14T05:15:00+01:00 900 weekday partly_cloudy 0.2516 0.000 19.818 1695.92 73.53 3.176 1.165 17.573 quiet stochastic 0 0 0 0 0 0 4 0.0080 2 1 1 0 0 0 general_public 95.34 10.59 6.00 5.969 6.520 6.032 true 19.86 10.00 9.948 9.722 9.936 true 53.78 true 16.17 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
23 2026-07-14T05:30:00+01:00 900 weekday partly_cloudy 0.6360 0.000 19.244 1652.30 74.24 3.296 1.209 19.268 quiet stochastic 1 1 0 0 0 0 2 0.0040 1 0 1 0 0 0 133.17 14.80 6.00 5.971 5.996 6.034 true 27.74 10.00 9.952 9.880 9.938 true 53.60 true 15.95 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
24 2026-07-14T05:45:00+01:00 900 weekday partly_cloudy 0.4555 0.000 18.669 1591.52 74.12 2.237 0.821 19.676 quiet stochastic 5 5 0 0 0 0 7 0.0140 3 2 1 0 1 0 general_public 107.99 12.00 6.00 5.958 5.732 6.036 true 22.50 10.00 9.931 8.393 9.926 true 51.73 true 17.49 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
25 2026-07-14T06:00:00+01:00 900 weekday partly_cloudy 0.2258 0.000 18.629 1587.86 74.13 2.925 1.073 20.731 busy stochastic 12 12 0 0 0 0 16 0.0320 5 3 2 0 3 3 general_public 119.47 13.27 6.00 5.967 5.724 6.032 true 24.89 10.00 9.946 9.498 9.915 true 51.63 true 16.50 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
26 2026-07-14T06:15:00+01:00 900 weekday partly_cloudy 0.4710 0.000 18.838 1485.01 68.43 1.865 0.684 21.828 normal stochastic 10 10 0 0 0 0 20 0.0400 7 5 2 0 4 2 general_public 147.44 16.38 6.00 5.953 4.890 6.024 true 30.72 10.00 9.923 10.467 9.914 true 53.11 true 18.71 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
27 2026-07-14T06:30:00+01:00 900 weekday partly_cloudy 0.8228 0.000 19.598 1425.99 62.68 3.164 1.160 22.201 normal stochastic 9 9 0 0 0 0 20 0.0400 10 6 2 0 1 1 general_public 157.50 17.50 6.00 5.971 5.448 6.026 true 32.81 10.00 9.952 9.012 9.910 true 52.47 true 16.85 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
28 2026-07-14T06:45:00+01:00 900 weekday overcast 0.8255 0.000 19.978 1447.01 62.12 2.562 0.940 23.216 normal stochastic 6 6 0 0 0 0 18 0.0360 9 5 2 0 1 1 general_public 196.91 21.88 6.00 5.966 5.758 6.020 true 41.02 10.00 9.945 9.689 9.917 true 52.89 true 18.55 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
29 2026-07-14T07:00:00+01:00 900 weekday overcast 0.8909 0.000 20.679 1432.56 58.90 2.972 1.090 23.830 normal stochastic 6 6 0 0 0 0 18 0.0360 5 4 3 2 3 1 general_public 315.28 35.03 6.00 5.974 5.666 6.011 true 65.68 10.00 9.959 10.334 9.904 true 53.86 true 18.47 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
30 2026-07-14T07:15:00+01:00 900 weekday partly_cloudy 0.3379 0.000 21.364 1428.33 56.30 1.074 0.394 28.671 normal stochastic 8 8 0 0 0 0 20 0.0400 5 3 4 4 2 2 general_public 279.36 31.04 6.00 5.936 5.492 6.004 true 58.20 10.00 9.898 9.644 9.902 true 53.29 true 23.27 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
31 2026-07-14T07:30:00+01:00 900 weekday partly_cloudy 0.4924 0.000 21.545 1382.88 53.91 1.825 0.669 29.471 busy stochastic 24 24 0 0 0 0 36 0.0720 14 4 4 6 5 3 general_public 268.20 29.80 6.00 5.958 7.017 6.018 true 55.87 10.00 9.933 9.095 9.896 true 54.43 true 22.52 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
32 2026-07-14T07:45:00+01:00 900 weekday partly_cloudy 0.5972 0.000 22.186 1443.94 54.13 1.296 0.475 30.483 normal stochastic 8 8 0 0 0 0 31 0.0620 11 3 5 4 6 2 general_public 203.22 22.58 6.00 5.940 5.450 6.012 true 42.34 10.00 9.902 8.548 9.908 true 53.04 true 24.03 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
33 2026-07-14T08:00:00+01:00 900 weekday partly_cloudy 0.8152 0.000 22.980 1382.51 49.39 1.445 0.530 29.581 normal stochastic 11 11 0 0 0 0 29 0.0580 11 6 2 3 5 2 general_public 226.25 25.14 6.00 5.946 6.823 6.022 true 47.14 10.00 9.913 8.751 9.898 true 52.77 true 23.92 no thermal stress false low low low low low thermal ["thermal","air_quality","crowding","noise"] [] 0 false 1.0000 false action_low Overall action level low; dominant issue thermal.
34 2026-07-14T08:15:00+01:00 900 weekday partly_cloudy 0.1639 0.000 23.948 1416.63 47.74 0.944 0.346 35.474 busy stochastic 14 14 0 0 0 0 28 0.0560 13 6 3 4 1 1 general_public 355.36 39.48 6.00 5.936 5.883 6.014 true 74.03 10.00 9.900 10.652 9.895 true 55.80 true 26.75 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 24.388 1480.31 48.59 0.274 0.100 34.748 busy stochastic 17 17 0 0 0 0 33 0.0660 11 11 6 3 2 0 360.78 40.09 6.00 5.870 8.122 6.031 true 75.16 10.00 9.797 11.269 9.915 true 54.99 true 27.15 moderate heat stress true caution low low low caution thermal ["thermal"] [] 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 24.968 1497.61 47.48 0.458 0.168 37.188 normal stochastic 5 5 0 0 0 0 22 0.0440 3 10 5 1 3 0 families 467.76 51.97 6.00 5.911 6.351 6.034 true 97.45 10.00 9.866 9.173 9.908 true 55.25 true 28.18 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 24.913 1429.11 45.46 1.473 0.540 38.835 normal stochastic 8 8 0 0 0 0 20 0.0400 5 8 3 1 3 0 families 613.37 68.15 6.00 5.971 5.291 6.003 true 127.78 10.00 9.960 9.591 9.913 true 56.62 true 27.76 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.
38 2026-07-14T09:15:00+01:00 900 weekday partly_cloudy 0.7821 0.000 25.232 1435.17 44.79 2.174 0.797 35.481 busy stochastic 26 26 0 0 0 0 37 0.0740 16 9 6 3 2 1 general_public 438.85 48.76 6.00 5.971 6.036 6.008 true 91.43 10.00 9.956 9.301 9.914 true 55.92 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.
39 2026-07-14T09:30:00+01:00 900 weekday overcast 0.8472 1.972 25.347 1434.26 44.46 1.662 0.609 34.517 normal stochastic 6 6 0 0 0 0 24 0.0480 14 4 3 2 0 1 general_public 415.96 46.22 6.00 5.963 6.377 6.009 true 86.66 10.00 9.943 9.886 9.916 true 56.47 true 26.63 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.
40 2026-07-14T09:45:00+01:00 900 weekday overcast 0.7216 2.545 25.844 1472.17 44.31 2.294 0.841 38.456 normal stochastic 3 3 0 0 0 0 20 0.0400 10 2 4 2 1 1 general_public 457.03 50.78 6.00 5.974 5.897 6.013 true 95.22 10.00 9.960 8.627 9.909 true 55.33 true 27.34 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.
41 2026-07-14T10:00:00+01:00 900 weekday overcast 0.8031 2.621 25.770 1536.52 46.45 3.004 1.101 37.022 normal stochastic 7 7 0 0 0 0 14 0.0280 7 2 2 1 2 0 general_public 371.26 41.25 6.00 5.976 5.432 6.005 true 77.34 10.00 9.963 9.777 9.921 true 56.09 true 26.07 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 27.312 1483.08 40.94 4.471 1.640 40.584 normal stochastic 10 10 0 0 0 0 17 0.0340 5 3 3 1 4 1 general_public 376.46 41.83 6.00 5.984 5.969 6.013 true 78.43 10.00 9.975 8.919 9.916 true 55.60 true 26.48 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 28.289 1540.14 40.16 4.303 1.578 43.708 quiet stochastic 5 5 0 0 0 0 14 0.0280 6 2 2 0 4 0 general_public 312.28 34.70 6.00 5.982 6.029 6.003 true 65.06 10.00 9.971 8.246 9.908 true 53.67 true 28.37 moderate heat stress false caution low low low caution thermal ["thermal"] [] 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 28.382 1511.85 39.21 4.111 1.508 44.954 quiet stochastic 2 2 0 0 0 0 9 0.0180 4 1 1 0 3 0 general_public 338.71 37.63 6.00 5.981 6.574 6.003 true 70.56 10.00 9.971 10.474 9.897 true 55.45 true 28.91 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 28.461 1534.60 39.62 2.679 0.982 47.916 quiet stochastic 4 4 0 0 0 0 8 0.0160 4 1 1 0 1 1 general_public 292.38 32.49 6.00 5.971 5.796 5.996 true 60.91 10.00 9.954 9.695 9.909 true 57.08 true 31.33 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.
46 2026-07-14T11:15:00+01:00 900 weekday partly_cloudy 0.8633 0.000 28.890 1615.58 40.68 2.795 1.025 39.876 quiet stochastic 7 7 0 0 0 0 13 0.0260 4 1 1 2 3 2 general_public 323.69 35.97 6.00 5.973 7.115 6.006 true 67.44 10.00 9.957 9.336 9.895 true 55.17 true 29.60 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.
47 2026-07-14T11:30:00+01:00 900 weekday partly_cloudy 0.6074 0.000 28.382 1634.47 42.39 3.409 1.250 46.067 quiet stochastic 4 4 0 0 0 0 12 0.0240 4 1 1 4 0 2 374.42 41.60 6.00 5.979 6.068 6.011 true 78.00 10.00 9.967 9.473 9.890 true 55.66 true 30.09 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.
48 2026-07-14T11:45:00+01:00 900 weekday partly_cloudy 0.4942 0.000 29.088 1553.82 38.68 3.557 1.304 48.460 quiet stochastic 3 3 0 0 0 0 13 0.0260 6 1 0 5 0 1 general_public 364.83 40.54 6.00 5.980 5.787 6.006 true 76.01 10.00 9.968 10.244 9.898 true 55.91 true 31.01 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.
49 2026-07-14T12:00:00+01:00 900 weekday partly_cloudy 0.6959 0.000 29.161 1505.82 37.33 3.249 1.191 45.575 normal stochastic 7 7 0 0 0 0 12 0.0240 5 1 1 2 2 1 general_public 287.76 31.97 6.00 5.975 5.530 6.005 true 59.95 10.00 9.961 10.410 9.906 true 56.41 true 30.62 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.
50 2026-07-14T12:15:00+01:00 900 weekday partly_cloudy 0.7909 0.000 28.935 1421.70 35.71 4.373 1.604 42.943 quiet stochastic 0 0 0 0 0 0 8 0.0160 2 1 1 1 2 1 265.78 29.53 6.00 5.981 6.098 6.012 true 55.37 10.00 9.969 9.600 9.893 true 55.47 true 28.56 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.

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_6abda90a6a6334.44748740] [Data set]. IoTSyn Dataset Generator. https://iotsyn.com/view.php?uid=iotsyn_6abda90a6a6334.44748740
MLA 
"smart city public spaces Dataset." IoTSyn Engine v4.5.0, 2026, https://iotsyn.com/view.php?uid=iotsyn_6abda90a6a6334.44748740. Accessed 13 Oct. 2026.
CHICAGO 
IoTSyn. "smart city public spaces Dataset." Version v4.5.0. Dataset, 2026. https://iotsyn.com/view.php?uid=iotsyn_6abda90a6a6334.44748740. Accessed October 13, 2026.
IEEE 
IoTSyn, "smart city public spaces Dataset," IoTSyn Dataset Generator v4.5.0, Oct. 2026. [Online]. Available: https://iotsyn.com/view.php?uid=iotsyn_6abda90a6a6334.44748740
BIBTEX 
@misc{iotsyn6abda90a6a633444748740,
    author = {{IoTSyn}},
    title = {{smart city public spaces Dataset}},
    year = {2026},
    month = {oct},
    publisher = {{IoTSyn Dataset Generator}},
    url = {{https://iotsyn.com/view.php?uid=iotsyn_6abda90a6a6334.44748740}},
    note = {{Generated by IoTSyn Engine v4.5.0. Dataset ID: iotsyn_6abda90a6a6334.44748740}}
}
HARVARD 
IoTSyn Engine v4.5.0 (2026) smart city public spaces Dataset. Available at: https://iotsyn.com/view.php?uid=iotsyn_6abda90a6a6334.44748740 (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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