Data
youtube-spam-eminem

youtube-spam-eminem

active ARFF CC-BY Visibility: public Uploaded 19-05-2021 by Meilina Reksoprodjo
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Author: Unknown Source: [UCI](https://archive.ics.uci.edu/ml/datasets/YouTube+Spam+Collection) - 2017 Please cite*: [Paper](http://dcomp.sor.ufscar.br/talmeida/youtubespamcollection/) YouTube Spam Collection Eminem dataset It is a public set of comments collected for spam research. It has five datasets composed by 1,956 real messages extracted from five videos that were among the 10 most viewed on the collection period. This dataset only contains information about LMFAO. It consists of 245 spam entries and 203 ham entries, leading to a grand total of 448 samples. ### Attribute information The collection is composed by one CSV file per dataset, where each line has the following attributes: COMMENT_ID,AUTHOR,DATE,CONTENT,TAG

5 features

COMMENT_IDstring446 unique values
0 missing
AUTHORstring392 unique values
0 missing
DATEstring203 unique values
245 missing
CONTENTstring412 unique values
0 missing
CLASSnumeric2 unique values
0 missing
Show all 5 features

19 properties

NumberOfInstances
448
Number of instances (rows) of the dataset.
NumberOfFeatures
5
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
245
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
245
Number of instances with at least one value missing.
NumberOfNumericFeatures
1
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
20
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
54.69
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
10.94
Percentage of missing values.
Show all 19 properties

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