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Datasets:
electricsheepafrica
/
africa-synth-hypertension-urban-heat-island-cardiovascular-all

Tasks:
Tabular Classification
Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
Tags:
climate-health
urban-heat-island
cardiovascular
hypertension
heat-stress
Synthetic
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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Auto-converted to Parquet Duplicate
record_id
string
scenario
string
year
int64
month
int64
setting
string
age
int64
sex
string
is_elderly
int64
ambient_temp_c
float64
uhi_intensity_c
float64
experienced_temp_c
float64
heatwave
int64
nighttime_temp_c
float64
nighttime_uhi
int64
green_space_access
float64
impervious_surface_pct
float64
outdoor_worker
int64
ac_access
int64
fan_access
int64
hydration_adequate
int64
hypertension
int64
diabetes
int64
obesity
int64
smoker
int64
pre_existing_cvd
int64
heat_risk_score
float64
cvd_event
int64
stroke
int64
heart_failure_exacerbation
int64
heat_syncope
int64
arrhythmia
int64
any_cv_outcome
int64
systolic_bp_mmhg
float64
er_visit
int64
hospitalised
int64
mortality
int64
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1
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MEG-00058
megacity_tropical
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0
33.2
2
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1
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MEG-00059
megacity_tropical
2,012
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32.7
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MEG-00060
megacity_tropical
2,018
8
peri_urban
62
male
1
31.5
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MEG-00061
megacity_tropical
2,018
12
high_density_urban
66
female
1
29.7
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35.5
1
28.1
1
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MEG-00062
megacity_tropical
2,020
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female
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MEG-00063
megacity_tropical
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male
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megacity_tropical
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female
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MEG-00065
megacity_tropical
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peri_urban
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female
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26.6
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MEG-00066
megacity_tropical
2,024
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peri_urban
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male
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31.7
3.3
35
0
29.4
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1
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1
1
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0
0
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0.667
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MEG-00067
megacity_tropical
2,020
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peri_urban
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male
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29.1
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24.4
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0.7
0
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1
1
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114
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MEG-00068
megacity_tropical
2,016
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38
male
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28.5
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27.8
1
0.05
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119
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MEG-00069
megacity_tropical
2,014
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high_density_urban
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male
0
30.3
5.3
35.6
1
25.2
1
0
0.73
1
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1
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MEG-00070
megacity_tropical
2,012
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peri_urban
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male
0
32
2.1
34.1
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30.3
1
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0.46
1
0
0
0
0
0
0
0
0
0.583
0
0
0
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0
129
0
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MEG-00071
megacity_tropical
2,024
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medium_density
46
female
0
29.2
4.3
33.6
0
24.9
0
0.17
0.63
0
0
1
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0
0
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0
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MEG-00072
megacity_tropical
2,013
12
medium_density
63
male
1
33.6
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37.3
0
30.9
1
0.09
0.79
1
0
1
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0
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0
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122
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MEG-00073
megacity_tropical
2,020
9
medium_density
48
male
0
30.9
4.9
35.8
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28.2
1
0.09
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1
0
1
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0
0
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0.7
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139
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MEG-00074
megacity_tropical
2,012
7
medium_density
46
female
0
31.8
4.5
36.2
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30.5
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1
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1
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1
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0.897
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MEG-00075
megacity_tropical
2,013
10
medium_density
35
male
0
30.6
6.1
36.7
1
29.8
1
0.2
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0
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0
1
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121
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MEG-00076
megacity_tropical
2,018
1
medium_density
70
female
1
32.7
2.5
35.2
0
28.9
1
0.03
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0
0
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MEG-00077
megacity_tropical
2,021
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high_density_urban
40
male
0
30.6
3.8
34.4
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28.5
1
0.05
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1
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0
0
0
0
0
0.518
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132
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MEG-00078
megacity_tropical
2,024
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medium_density
18
female
0
35.1
5.5
40.5
1
35.8
1
0.14
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1
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131
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MEG-00079
megacity_tropical
2,012
7
high_density_urban
22
male
0
26.9
4.5
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27.1
1
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MEG-00080
megacity_tropical
2,023
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high_density_urban
55
female
0
32.6
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38.4
1
33.2
1
0.02
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MEG-00081
megacity_tropical
2,021
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high_density_urban
33
female
0
26.6
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30.7
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25.6
1
0
0.75
1
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1
0
1
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0.38
0
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130
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MEG-00082
megacity_tropical
2,023
1
medium_density
35
female
0
31.2
2.3
33.5
0
29.1
1
0.16
0.51
0
0
1
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0
0
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123
0
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MEG-00083
megacity_tropical
2,023
8
high_density_urban
32
female
0
32.2
2.7
34.9
0
32.2
1
0.03
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0
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1
1
0
0
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117
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MEG-00084
megacity_tropical
2,023
9
high_density_urban
41
female
0
33.2
4.9
38.1
0
32.2
1
0.03
0.78
0
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1
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0
0
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1
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MEG-00085
megacity_tropical
2,019
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high_density_urban
47
male
0
30
2.5
32.4
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25.9
1
0.05
0.72
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1
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0
0
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1
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122
0
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MEG-00086
megacity_tropical
2,017
2
high_density_urban
26
female
0
33.6
4.5
38.1
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29.7
1
0.04
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1
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0
0
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143
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MEG-00087
megacity_tropical
2,013
11
high_density_urban
39
male
0
33.8
3.8
37.6
0
30.2
1
0.02
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1
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0
1
0
0
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161
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MEG-00088
megacity_tropical
2,021
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peri_urban
37
female
0
30.5
1.4
31.9
0
28.1
1
0.2
0.73
0
0
1
0
1
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0
1
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MEG-00089
megacity_tropical
2,016
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high_density_urban
18
male
0
33
5.1
38.1
1
33.8
1
0.04
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1
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0
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0.764
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104
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MEG-00090
megacity_tropical
2,024
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high_density_urban
34
male
0
31.3
3.7
35
0
26.9
1
0.01
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1
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1
1
1
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127
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MEG-00091
megacity_tropical
2,014
10
medium_density
47
male
0
30.7
5.1
35.8
1
28.2
1
0.1
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MEG-00092
megacity_tropical
2,019
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high_density_urban
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male
0
33.8
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37.1
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32.7
1
0.05
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1
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1
1
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MEG-00093
megacity_tropical
2,024
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high_density_urban
32
male
0
31.3
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33.9
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27.4
1
0.04
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1
1
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1
0
0
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MEG-00094
megacity_tropical
2,011
6
high_density_urban
47
male
0
31.5
4.5
36.1
0
30.4
1
0.02
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0
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MEG-00095
megacity_tropical
2,012
5
peri_urban
43
female
0
28.3
2.3
30.6
0
25.8
1
0.1
0.62
0
1
0
1
0
0
0
0
0
0.153
0
0
0
0
0
0
120
0
0
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MEG-00096
megacity_tropical
2,013
4
peri_urban
32
female
0
34.4
2.6
37
0
31.9
1
0
0.63
1
0
0
0
0
0
0
0
0
0.798
0
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0
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0
117
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MEG-00097
megacity_tropical
2,016
4
high_density_urban
52
male
0
33.5
4.2
37.7
0
34.5
1
0.03
0.74
1
0
1
1
0
0
0
0
0
0.841
0
0
0
0
0
0
132
0
0
0
MEG-00098
megacity_tropical
2,021
3
high_density_urban
59
male
0
33.1
6.2
39.3
1
31.5
1
0.03
0.82
1
0
0
1
1
1
0
0
0
1
0
0
0
0
0
0
153
0
0
0
MEG-00099
megacity_tropical
2,012
11
peri_urban
49
male
0
32.1
2.6
34.8
0
28.2
1
0.08
0.74
1
0
0
1
0
0
0
0
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0.635
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106
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0
End of preview. Expand in Data Studio

⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.

Urban Heat Islands & Cardiovascular Risk in Sub-Saharan Africa

Abstract

Synthetic dataset modelling urban heat island effects on cardiovascular health in SSA cities. UHI intensity in African cities ranges 2-6°C above surrounding areas. Combined with rapid urbanization, impervious surfaces, and limited green space, UHI amplifies heat stress and CVD risk, particularly for the elderly and hypertensive.

Scenarios

  • Megacity Tropical: Lagos/Kinshasa-type megacities with intense UHI and low AC access.
  • Secondary City Arid: Sahelian secondary cities with extreme ambient heat plus UHI.
  • Highland Urbanizing: Rapidly growing highland cities with emerging UHI.

Parameterization Evidence

Parameter Value Source Year
UHI 2-6°C in African cities Intensity range Chakraborty & Lee, Nat Commun 2019
Hypertension 25-35% in urban SSA CVD risk Ataklte et al. 2015
Heat increases CVD mortality 1-3% per °C Dose-response Lancet Countdown 2022

Validation Report

References

  1. Chakraborty T, Lee X. A simplified UHI intensity definition. Nat Commun, 2019.
  2. Ataklte F, et al. Burden of undiagnosed hypertension in SSA. BMC CV Disorders, 2015.
  3. Lancet Countdown on Health and Climate Change. 2022.

Citation 

@dataset{electricsheepafrica_urban_heat_island_cardiovascular_2025,
  title={Urban Heat Islands and Cardiovascular Risk in Sub-Saharan Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/urban-heat-island-cardiovascular}
}

License

CC-BY-4.0
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