CrispinK/Malaria_In_Africa
Domain:
healthcareRecord type:
dataset
Creator:
Cri
Host:
Exploratory Data Analysis for Malaria in Africa dataset using python-pandas
# MALARIA IN AFRICA EDA
```python
import numpy as np # linear algebra
import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)
# Input data files are available in the read-only "../input/" directory
# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory
```
```python
Malaria = pd.read_csv('Malaria.csv')
Malaria.head()
```
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Country Name
Year
Country Code
Incidence of malaria (per 1,000 population at risk)
Malaria cases reported
Use of insecticide-treated bed nets (% of under-5 population)
Children with fever receiving antimalarial drugs (% of children under age 5 with fever)
Intermittent preventive treatment (IPT) of malaria in pregnancy (% of pregnant women)
People using safely managed drinking water services (% of population)
People using safely managed drinking water services, rural (% of rural population)
...
Urban population growth (annual %)
People using at least basic drinking water services (% of population)
People using at least basic drinking water services, rural (% of rural population)
People using at least basic drinking water services, urban (% of urban population)
People using at least basic sanitation services (% of population)
People using at least basic sanitation services, rural (% of rural population)
People using at least basic sanitation services, urban (% of urban population)
latitude
longitude
geometry
0
Algeria
2007
DZA
0.01
26.0
NaN
NaN
NaN
NaN
NaN
...
2.71
91.68
85.83
94.78
85.85
76.94
90.57
28.033886
1.659626
POINT (28.033886 1.659626)
1
Angola
2007
AGO
286.72
1533485.0
18.0
29.8
1.5
NaN
NaN
...
5.01
47.96
23.77
65.83
37.26
14.00
54.44
-11.202692
17.873887
POINT (-11.202692 17.873887)
2
Benin
2007
BEN
480.24
0.0
NaN
NaN
NaN
NaN
NaN
...
4.09
63.78
54.92
76.24
11.80
4.29
22.36
9.307690
2.31 …