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Smart City & Public Spaces Dataset

Smart City & Public Spaces · 1,000 rows · seed 123468

iotsyn_6a4ed9681830c2.22746445

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 123468 · generated 2026-07-08T23:12:40Z

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: 123468; Capacity: 3380

Data Points

1,000

License

CC0 1.0

Downloads

3

Views

298

Download CSV Download Validation Report (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

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 2026-07-02T00:00:00+01:00 3600 weekday overcast 0.8673 0.645 25.241 274.26 8.56 1.676 0.614 24.843 quiet stochastic 12 12 0 0 0 0 7 0.0021 1 1 3 1 1 0 elderly 160.45 35.66 12.00 11.898 12.319 false 66.85 20.00 19.833 17.093 false 56.69 true 22.58 no thermal stress false low caution low caution noise ["noise"] [] 0 false 0.7500 true action_caution Overall action level caution; dominant issue noise.
2 2026-07-02T01:00:00+01:00 3600 weekday overcast 0.9793 0.206 23.711 333.82 11.41 2.823 1.035 23.648 quiet stochastic 14 14 0 0 0 0 11 0.0033 2 6 1 0 2 0 families 119.60 26.58 12.00 11.932 11.666 false 49.83 20.00 19.889 20.081 false 55.33 true 19.65 no thermal stress false low caution low caution noise ["noise"] [] 0 false 0.7500 true action_caution Overall action level caution; dominant issue noise.
3 2026-07-02T02:00:00+01:00 3600 weekday overcast 0.6558 2.109 23.814 363.93 12.36 2.522 0.925 22.782 quiet stochastic 6 6 0 0 0 0 2 0.0006 2 0 0 0 0 0 general_public 181.09 40.24 12.00 11.930 13.114 false 75.45 20.00 19.886 20.833 false 55.29 true 19.90 no thermal stress false low caution low caution noise ["noise"] [] 0 false 0.7500 true action_caution Overall action level caution; dominant issue noise.
4 2026-07-02T03:00:00+01:00 3600 weekday partly_cloudy 0.6701 0.000 23.735 410.51 14.01 3.150 1.155 22.746 quiet stochastic 17 17 0 0 0 0 9 0.0027 4 2 0 2 1 0 general_public 238.04 52.90 12.00 11.946 13.857 false 99.18 20.00 19.913 22.251 false 55.43 true 18.96 no thermal stress false low caution low caution noise ["noise"] [] 0 false 0.7500 true action_caution Overall action level caution; dominant issue noise.
5 2026-07-02T04:00:00+01:00 3600 weekday partly_cloudy 0.6801 0.000 24.160 466.56 15.53 2.656 0.974 23.200 quiet stochastic 23 23 0 0 0 0 15 0.0044 7 5 1 0 1 1 general_public 359.41 79.87 12.00 11.946 12.591 false 149.76 20.00 19.916 19.752 false 57.57 true 20.15 no thermal stress false low caution low caution noise ["noise"] [] 0 false 0.7500 true action_caution Overall action level caution; dominant issue noise.
6 2026-07-02T05:00:00+01:00 3600 weekday overcast 0.9709 0.329 25.753 518.49 15.69 1.973 0.724 26.240 quiet stochastic 11 11 0 0 0 0 6 0.0018 2 3 0 0 1 0 families 459.17 102.04 12.00 11.940 11.692 false 191.32 20.00 19.909 19.617 false 58.31 true 23.13 no thermal stress false low caution low caution noise ["noise"] [] 0 false 0.7500 true action_caution Overall action level caution; dominant issue noise.
7 2026-07-02T06:00:00+01:00 3600 weekday partly_cloudy 0.5465 0.000 27.338 582.88 16.07 1.534 0.563 32.517 quiet stochastic 18 18 0 0 0 0 10 0.0030 1 4 1 2 2 0 families 468.65 104.15 12.00 11.927 11.854 false 195.27 20.00 19.890 18.746 false 58.49 true 26.51 moderate heat stress false caution caution low caution thermal ["thermal","noise"] [] 0 false 0.7500 true action_caution Overall action level caution; dominant issue thermal.
8 2026-07-02T07:00:00+01:00 3600 weekday partly_cloudy 0.1532 0.000 28.816 620.81 15.70 1.712 0.628 38.709 quiet stochastic 20 20 0 0 0 0 11 0.0033 5 3 0 1 2 0 general_public 591.52 131.45 12.00 11.947 11.616 false 246.47 20.00 19.924 20.458 false 60.59 true 29.17 moderate heat stress false caution caution low caution thermal ["thermal","noise"] [] 0 false 0.7500 true action_caution Overall action level caution; dominant issue thermal.
9 2026-07-02T08:00:00+01:00 3600 weekday partly_cloudy 0.2529 0.000 30.238 684.98 15.96 3.192 1.171 43.897 normal stochastic 69 69 0 0 0 0 37 0.0109 11 8 4 4 8 2 general_public 581.56 129.23 12.00 11.968 12.025 false 242.32 20.00 19.955 17.949 false 59.66 true 30.44 moderate heat stress false caution caution low caution thermal ["thermal","noise"] [] 0 false 0.7500 true action_caution Overall action level caution; dominant issue thermal.
10 2026-07-02T09:00:00+01:00 3600 weekday partly_cloudy 0.7773 0.000 32.181 791.38 16.51 3.113 1.142 43.782 normal stochastic 51 51 0 0 0 0 28 0.0083 10 6 6 2 4 0 general_public 470.40 104.53 12.00 11.961 12.021 false 196.00 20.00 19.941 18.617 false 59.60 true 32.28 strong heat stress false high_risk caution low high_risk thermal ["thermal"] ["thermal"] 1 false 0.7500 true action_high_risk Overall action level high_risk; dominant issue thermal.
11 2026-07-02T10:00:00+01:00 3600 weekday partly_cloudy 0.6704 0.000 32.768 835.79 16.87 4.074 1.494 48.496 normal stochastic 77 77 0 0 0 0 44 0.0130 20 13 5 2 3 1 general_public 521.71 115.94 12.00 11.972 12.148 false 217.38 20.00 19.958 17.807 false 60.70 true 33.35 strong heat stress false high_risk caution low high_risk thermal ["thermal"] ["thermal"] 1 false 0.7500 true action_high_risk Overall action level high_risk; dominant issue thermal.
12 2026-07-02T11:00:00+01:00 3600 weekday partly_cloudy 0.6997 0.000 33.611 904.82 17.42 5.462 2.003 49.900 normal stochastic 45 45 0 0 0 0 27 0.0080 11 11 1 0 4 0 395.19 87.82 12.00 11.974 11.798 11.763 true 164.66 20.00 19.959 19.279 19.549 true 59.70 true 33.97 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
13 2026-07-02T12:00:00+01:00 3600 weekday overcast 0.7181 1.514 33.986 996.18 18.78 6.156 2.258 50.150 event stochastic 61 61 0 0 0 0 37 0.0109 11 6 3 6 8 3 general_public 442.03 98.23 12.00 11.978 10.806 11.764 true 184.18 20.00 19.967 22.248 19.669 true 60.91 true 34.37 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.
14 2026-07-02T13:00:00+01:00 3600 weekday overcast 0.7347 0.853 33.863 1064.89 20.21 5.144 1.887 49.089 busy stochastic 61 61 0 0 0 0 37 0.0109 16 5 9 1 4 2 general_public 473.61 105.25 12.00 11.975 11.747 11.783 true 197.34 20.00 19.963 18.111 19.529 true 60.59 true 34.25 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.
15 2026-07-02T14:00:00+01:00 3600 weekday overcast 0.8830 1.832 34.071 1127.68 21.16 5.914 2.169 43.685 normal stochastic 25 25 0 0 0 0 14 0.0041 7 0 4 0 1 2 general_public 524.56 116.57 12.00 11.980 12.356 11.736 true 218.57 20.00 19.971 22.134 19.643 true 59.94 true 33.14 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.
16 2026-07-02T15:00:00+01:00 3600 weekday overcast 0.9443 0.539 33.628 1199.51 23.07 5.221 1.915 39.830 normal stochastic 51 51 0 0 0 0 30 0.0089 14 4 4 2 4 2 general_public 630.17 140.04 12.00 11.982 11.915 11.834 true 262.57 20.00 19.975 21.704 19.738 true 61.07 true 31.97 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 2026-07-02T16:00:00+01:00 3600 weekday overcast 0.6742 2.168 32.224 1281.08 26.66 6.108 2.240 42.474 quiet stochastic 18 18 0 0 0 0 11 0.0033 2 3 4 1 1 0 elderly 805.91 179.09 12.00 11.991 12.518 11.963 true 335.80 20.00 19.990 19.089 19.724 true 63.83 true 30.81 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 2026-07-02T17:00:00+01:00 3600 weekday overcast 0.8104 0.197 31.056 1246.00 27.70 4.988 1.829 36.618 quiet stochastic 42 42 0 0 0 0 27 0.0080 8 5 5 3 5 1 general_public 763.85 169.74 12.00 11.987 11.908 11.987 true 318.27 20.00 19.985 16.255 19.542 true 62.85 true 28.54 moderate heat stress false caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
19 2026-07-02T18:00:00+01:00 3600 weekday overcast 0.9000 2.792 30.173 1311.30 30.67 4.313 1.582 32.347 quiet stochastic 8 8 0 0 0 0 6 0.0018 2 1 2 0 1 0 603.11 134.02 12.00 11.977 11.972 12.017 true 251.30 20.00 19.968 22.548 19.697 true 62.88 true 27.10 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 2026-07-02T19:00:00+01:00 3600 weekday overcast 0.8123 0.295 28.779 1349.45 34.20 4.006 1.469 29.025 quiet stochastic 28 28 0 0 0 0 13 0.0038 8 3 0 1 1 0 general_public 525.13 116.69 12.00 11.971 10.331 11.955 true 218.80 20.00 19.958 21.892 19.789 true 61.99 true 25.19 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.
21 2026-07-02T20:00:00+01:00 3600 weekday partly_cloudy 0.1822 2.918 29.177 1352.17 33.49 3.018 1.107 26.724 quiet stochastic 13 13 0 0 0 0 11 0.0033 4 4 2 0 1 0 420.95 93.54 12.00 11.956 11.518 11.962 true 175.40 20.00 19.933 24.419 19.939 true 60.22 true 25.91 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
22 2026-07-02T21:00:00+01:00 3600 weekday partly_cloudy 0.5655 0.216 26.965 1386.33 39.06 1.402 0.514 25.662 busy stochastic 95 95 0 0 0 0 62 0.0183 24 15 6 4 12 1 general_public 321.91 71.54 12.00 11.902 11.950 11.927 true 134.13 20.00 19.846 17.673 19.891 true 58.62 true 25.42 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.
23 2026-07-02T22:00:00+01:00 3600 weekday partly_cloudy 0.5661 0.000 24.794 1376.11 44.09 2.126 0.780 23.492 normal stochastic 57 57 0 0 0 0 28 0.0083 11 6 4 3 3 1 general_public 218.55 48.57 12.00 11.922 13.442 12.034 true 91.06 20.00 19.874 21.959 19.863 true 56.96 true 22.49 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
24 2026-07-02T23:00:00+01:00 3600 weekday partly_cloudy 0.6637 0.000 23.100 1365.46 48.43 2.267 0.831 22.091 normal stochastic 34 34 0 0 0 0 20 0.0059 8 4 2 3 2 1 general_public 160.06 35.57 12.00 11.921 10.754 11.996 true 66.69 20.00 19.871 17.479 19.916 true 55.71 true 20.66 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
25 2026-07-03T00:00:00+01:00 3600 weekend partly_cloudy 0.4911 0.000 21.971 1338.33 50.83 2.221 0.815 20.444 busy stochastic 103 103 0 0 0 0 58 0.0172 22 14 9 8 4 1 general_public 216.13 48.03 12.00 11.924 11.303 11.954 true 90.05 20.00 19.878 20.191 20.046 true 57.56 true 19.40 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 2026-07-03T01:00:00+01:00 3600 weekend partly_cloudy 0.5318 0.000 20.480 1344.61 55.96 2.184 0.801 19.075 busy stochastic 82 82 0 0 0 0 46 0.0136 10 13 3 5 8 7 families 206.75 45.94 12.00 11.923 10.757 11.916 true 86.15 20.00 19.875 20.825 20.077 true 58.14 true 18.04 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 2026-07-03T02:00:00+01:00 3600 weekend partly_cloudy 0.6941 0.000 20.828 1233.57 50.25 2.209 0.810 19.911 busy stochastic 85 85 0 0 0 0 48 0.0142 23 10 4 5 3 3 general_public 266.94 59.32 12.00 11.929 11.670 11.856 true 111.22 20.00 19.886 19.406 20.017 true 57.98 true 18.27 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
28 2026-07-03T03:00:00+01:00 3600 weekend partly_cloudy 0.3035 2.664 20.891 1248.25 50.65 2.590 0.950 18.801 busy stochastic 21 21 0 0 0 0 12 0.0036 8 2 1 1 0 0 general_public 273.38 60.75 12.00 11.938 12.980 11.820 true 113.91 20.00 19.902 18.544 19.863 true 57.71 true 17.38 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 2026-07-03T04:00:00+01:00 3600 weekend partly_cloudy 0.7035 3.555 21.320 1224.99 48.42 3.581 1.313 20.430 busy stochastic 15 15 0 0 0 0 6 0.0018 3 0 0 0 1 2 general_public 350.82 77.96 12.00 11.958 12.671 11.823 true 146.18 20.00 19.935 17.406 19.765 true 58.76 true 16.54 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
30 2026-07-03T05:00:00+01:00 3600 weekend partly_cloudy 0.2313 1.570 22.846 1256.54 45.26 4.814 1.765 24.322 busy stochastic 60 60 0 0 0 0 29 0.0086 13 5 4 1 6 0 general_public 410.37 91.19 12.00 11.971 12.166 11.843 true 170.99 20.00 19.955 19.059 19.742 true 59.60 true 17.36 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.
31 2026-07-03T06:00:00+01:00 3600 weekend partly_cloudy 0.4503 3.606 23.879 1284.96 43.48 4.892 1.794 29.295 event stochastic 38 38 0 0 0 0 20 0.0059 8 7 1 1 1 2 general_public 556.51 123.67 12.00 11.978 12.345 11.863 true 231.88 20.00 19.968 19.321 19.766 true 60.36 true 19.66 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
32 2026-07-03T07:00:00+01:00 3600 weekend partly_cloudy 0.4206 0.662 25.472 1286.48 39.58 3.812 1.398 34.961 busy stochastic 129 129 0 0 0 0 68 0.0201 26 11 12 6 10 3 general_public 574.99 127.78 12.00 11.973 11.799 11.871 true 239.58 20.00 19.961 23.692 19.900 true 60.44 true 23.85 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 2026-07-03T08:00:00+01:00 3600 weekend partly_cloudy 0.3932 0.000 26.773 1275.05 36.33 6.300 2.310 40.075 normal stochastic 124 124 0 0 0 0 80 0.0237 34 16 6 5 14 5 general_public 549.13 122.03 12.00 11.982 12.248 11.880 true 228.81 20.00 19.974 21.673 20.055 true 62.12 true 24.20 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.
34 2026-07-03T09:00:00+01:00 3600 weekend clear 0.2699 0.000 28.527 1329.44 34.19 7.223 2.649 45.381 quiet stochastic 56 56 0 0 0 0 31 0.0092 15 5 6 2 3 0 general_public 572.12 127.14 12.00 11.985 12.709 11.909 true 238.38 20.00 19.979 18.166 20.037 true 61.73 true 27.11 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 2026-07-03T10:00:00+01:00 3600 weekend clear 0.2860 0.000 30.459 1409.28 32.42 7.292 2.674 49.715 quiet stochastic 45 45 0 0 0 0 31 0.0092 9 7 3 2 7 3 general_public 654.07 145.35 12.00 11.988 10.101 11.823 true 272.53 20.00 19.983 18.081 20.048 true 61.17 true 30.36 moderate heat stress false caution low caution low caution thermal ["thermal","noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue thermal.
36 2026-07-03T11:00:00+01:00 3600 weekend clear 0.2977 0.000 31.869 1487.35 31.58 5.167 1.895 52.561 quiet stochastic 24 24 0 0 0 0 13 0.0038 4 2 1 4 2 0 572.31 127.18 12.00 11.979 10.259 11.759 true 238.46 20.00 19.971 17.157 19.960 true 60.11 true 33.22 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.
37 2026-07-03T12:00:00+01:00 3600 weekend clear 0.1793 0.000 32.108 1508.88 31.60 6.398 2.346 53.415 quiet stochastic 26 26 0 0 0 0 12 0.0036 3 2 2 4 1 0 students 597.10 132.69 12.00 11.984 12.439 11.827 true 248.79 20.00 19.977 20.823 19.900 true 60.81 true 33.26 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.
38 2026-07-03T13:00:00+01:00 3600 weekend clear 0.3362 0.000 33.230 1595.77 31.38 5.762 2.113 53.504 normal stochastic 51 51 0 0 0 0 31 0.0092 7 6 5 2 8 3 commuters 785.33 174.52 12.00 11.989 10.478 11.774 true 327.22 20.00 19.988 19.032 19.939 true 62.84 true 34.71 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
39 2026-07-03T14:00:00+01:00 3600 weekend clear 0.2457 0.000 32.848 1614.18 32.43 4.531 1.662 51.625 normal stochastic 68 68 0 0 0 0 38 0.0112 20 8 4 4 1 1 general_public 792.58 176.13 12.00 11.987 12.982 11.801 true 330.24 20.00 19.986 20.710 19.879 true 63.77 true 34.45 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.
40 2026-07-03T15:00:00+01:00 3600 weekend partly_cloudy 0.5447 0.000 32.912 1603.59 32.10 3.526 1.293 47.575 busy stochastic 139 139 0 0 0 0 68 0.0201 31 7 12 4 10 4 general_public 905.62 201.25 12.00 11.990 11.004 11.763 true 377.34 20.00 19.994 18.512 19.746 true 64.38 true 34.27 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
41 2026-07-03T16:00:00+01:00 3600 weekend partly_cloudy 0.5509 0.000 32.718 1544.76 31.26 3.073 1.127 44.211 normal stochastic 93 93 0 0 0 0 67 0.0198 26 8 5 7 13 8 general_public 950.77 211.28 12.00 11.992 11.244 11.710 true 396.16 20.00 19.999 17.249 19.670 true 63.76 true 33.60 strong heat stress false high_risk low caution low high_risk thermal ["thermal"] ["thermal"] 1 false 1.0000 false action_high_risk Overall action level high_risk; dominant issue thermal.
42 2026-07-03T17:00:00+01:00 3600 weekend partly_cloudy 0.2351 0.000 32.040 1578.44 33.19 2.480 0.909 40.775 normal stochastic 96 96 0 0 0 0 59 0.0175 14 19 7 2 8 9 families 859.25 190.94 12.00 11.982 13.033 11.756 true 358.02 20.00 19.985 21.251 19.878 true 63.48 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.
43 2026-07-03T18:00:00+01:00 3600 weekend partly_cloudy 0.5755 0.000 30.739 1596.54 36.15 2.531 0.928 34.779 quiet stochastic 49 49 0 0 0 0 34 0.0101 16 5 3 3 5 2 general_public 955.32 212.29 12.00 11.990 11.210 11.725 true 398.05 20.00 19.999 20.993 19.813 true 61.83 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.
44 2026-07-03T19:00:00+01:00 3600 weekend overcast 0.8819 0.000 29.619 1627.40 39.29 2.652 0.972 29.815 quiet stochastic 40 40 0 0 0 0 21 0.0062 7 5 4 1 4 0 general_public 749.64 166.59 12.00 11.975 12.287 11.806 true 312.35 20.00 19.971 20.650 19.761 true 59.94 true 27.83 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.
45 2026-07-03T20:00:00+01:00 3600 weekend overcast 0.8249 0.000 29.554 1612.86 39.09 1.690 0.620 29.029 normal stochastic 82 82 0 0 0 0 45 0.0133 16 11 6 6 5 1 general_public 513.04 114.01 12.00 11.937 11.611 11.810 true 213.77 20.00 19.907 16.646 19.437 true 57.96 true 28.40 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 2026-07-03T21:00:00+01:00 3600 weekend overcast 0.6797 1.290 28.576 1613.00 41.36 1.916 0.703 27.615 quiet stochastic 14 14 0 0 0 0 9 0.0027 4 3 1 0 1 0 general_public 385.11 85.58 12.00 11.931 10.662 11.756 true 160.46 20.00 19.893 20.137 19.540 true 58.69 true 27.09 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.
47 2026-07-03T22:00:00+01:00 3600 weekend overcast 0.9396 3.084 26.842 1580.32 44.85 1.543 0.566 26.661 quiet stochastic 4 4 0 0 0 0 2 0.0006 0 1 1 0 0 0 337.08 74.91 12.00 11.911 10.983 11.654 true 140.45 20.00 19.861 20.329 19.472 true 57.38 true 25.83 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.
48 2026-07-03T23:00:00+01:00 3600 weekend overcast 0.8393 10.433 25.498 1469.00 45.13 2.111 0.774 25.016 quiet stochastic 0 0 0 0 0 0 0 0.0000 0 0 0 0 0 0 245.60 54.58 12.00 11.924 12.281 11.718 true 102.33 20.00 19.878 21.607 19.644 true 57.90 true 23.62 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.
49 2026-07-04T00:00:00+01:00 3600 weekend partly_cloudy 0.2393 0.000 25.167 1518.29 47.57 0.773 0.283 22.885 quiet stochastic 25 25 0 0 0 0 14 0.0041 3 6 2 0 2 1 families 294.89 65.53 12.00 11.840 11.840 11.740 true 122.87 20.00 19.746 20.462 19.655 true 56.85 true 24.10 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.
50 2026-07-04T01:00:00+01:00 3600 weekend partly_cloudy 0.4709 0.000 23.496 1517.64 52.56 2.529 0.927 21.909 normal stochastic 42 42 0 0 0 0 28 0.0083 13 7 3 2 3 0 general_public 289.14 64.25 12.00 11.938 11.380 11.766 true 120.48 20.00 19.902 20.152 19.627 true 57.61 true 20.82 no thermal stress false low low caution low caution noise ["noise"] [] 0 false 1.0000 false action_caution Overall action level caution; dominant issue noise.

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_6a4ed9681830c2.22746445] [Data set]. IoTSyn Dataset Generator. https://iotsyn.com/view.php?uid=iotsyn_6a4ed9681830c2.22746445
MLA 
"smart city public spaces Dataset." IoTSyn Engine v4.4.0, 2026, https://iotsyn.com/view.php?uid=iotsyn_6a4ed9681830c2.22746445. Accessed 13 Oct. 2026.
CHICAGO 
IoTSyn. "smart city public spaces Dataset." Version v4.4.0. Dataset, 2026. https://iotsyn.com/view.php?uid=iotsyn_6a4ed9681830c2.22746445. 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_6a4ed9681830c2.22746445
BIBTEX 
@misc{iotsyn6a4ed9681830c222746445,
    author = {{IoTSyn}},
    title = {{smart city public spaces Dataset}},
    year = {2026},
    month = {jul},
    publisher = {{IoTSyn Dataset Generator}},
    url = {{https://iotsyn.com/view.php?uid=iotsyn_6a4ed9681830c2.22746445}},
    note = {{Generated by IoTSyn Engine v4.4.0. Dataset ID: iotsyn_6a4ed9681830c2.22746445}}
}
HARVARD 
IoTSyn Engine v4.4.0 (2026) smart city public spaces Dataset. Available at: https://iotsyn.com/view.php?uid=iotsyn_6a4ed9681830c2.22746445 (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: Jul 08, 2026 23:12 UTC · Seed: 123468