Data
malaria

malaria

active ARFF Publicly available Visibility: public Uploaded 20-12-2024 by Yash Kumar
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Malaria is a life-threatening disease caused by parasites that are transmitted to people through the bites of infected female Anopheles mosquitoes. It is preventable and curable. In 2018, there were an estimated 228 million cases of malaria worldwide. The estimated number of malaria deaths stood at 405 000 in 2018. Children aged under 5 years are the most vulnerable group affected by malaria; in 2018, they accounted for 67% (272 000) of all malaria deaths worldwide. The WHO African Region carries a disproportionately high share of the global malaria burden. In 2018, the region was home to 93% of malaria cases and 94% of malaria deaths. Content reported_numbers.csv - Reported no. of cases across the world estimated_numbers.csv - Estimated no of cases across the world incidence_per_1000_pop_at_risk.csv - Incidence per 1000 people at risk area Acknowledgements / Data Source https://apps.who.int/gho/data/node.main.A1363?lang=en Collection methodology https://github.com/imdevskp/malaria-data-cleaning Cover Photo Photo from https://www.sciencenews.org/article/malaria-parasites-may-have-their-own-circadian-rhythms By JOSEPH TAKAHASHI LAB/UT SOUTHWESTERN MEDICAL CENTER/HHMI

11 features

Countrystring107 unique values
0 missing
Yearnumeric8 unique values
0 missing
No. of casesstring695 unique values
0 missing
No. of deathsstring519 unique values
0 missing
No. of cases_mediannumeric694 unique values
0 missing
No. of cases_minnumeric448 unique values
312 missing
No. of cases_maxnumeric481 unique values
312 missing
No. of deaths_mediannumeric447 unique values
0 missing
No. of deaths_minnumeric255 unique values
332 missing
No. of deaths_maxnumeric336 unique values
332 missing
WHO Regionstring6 unique values
0 missing

19 properties

856
Number of instances (rows) of the dataset.
11
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
1288
Number of missing values in the dataset.
347
Number of instances with at least one value missing.
7
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of binary attributes.
40.54
Percentage of instances having missing values.
Average class difference between consecutive instances.
13.68
Percentage of missing values.
0.01
Number of attributes divided by the number of instances.
63.64
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

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