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Covid-19-ourworldindata

Covid-19-ourworldindata

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Dustin Carrion
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Data taken from ourworldindata.org For more data go here: Total confirmed cases: https://covid.ourworldindata.org/data/ecdc/total_cases.csv Total deaths: https://covid.ourworldindata.org/data/ecdc/total_deaths.csv New confirmed cases: https://covid.ourworldindata.org/data/ecdc/new_cases.csv New deaths: https://covid.ourworldindata.org/data/ecdc/new_deaths.csv Full dataset: https://covid.ourworldindata.org/data/ecdc/full_data.csv

10 features

datestring335 unique values
0 missing
locationstring215 unique values
0 missing
new_casesnumeric5801 unique values
333 missing
new_deathsnumeric1265 unique values
333 missing
total_casesnumeric24041 unique values
3303 missing
total_deathsnumeric8181 unique values
12940 missing
weekly_casesnumeric12186 unique values
1132 missing
weekly_deathsnumeric2930 unique values
1132 missing
biweekly_casesnumeric15165 unique values
2637 missing
biweekly_deathsnumeric3827 unique values
2637 missing
Show all 10 features

19 properties

NumberOfInstances
59354
Number of instances (rows) of the dataset.
NumberOfFeatures
10
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
24447
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
13233
Number of instances with at least one value missing.
NumberOfNumericFeatures
8
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
22.3
Percentage of instances having missing values.
PercentageOfMissingValues
4.12
Percentage of missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
80
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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