Data
Trump-Tweets

Trump-Tweets

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Onur Yildirim
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  • Computer Systems Machine Learning
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Context We collect recent tweets of Donald Trump, the 45th President of United States of America. The data is collected using tweepy Python package to access Twitter API. Inspiration Study the subjects of recent tweets of Donald Trump, the 45th President of United States of America, perform various NLP tasks on this data source.

16 features

idnumeric1984 unique values
0 missing
user_namestring1 unique values
0 missing
user_locationstring1 unique values
0 missing
user_descriptionstring1 unique values
0 missing
user_createdstring1 unique values
0 missing
user_followersnumeric102 unique values
0 missing
user_friendsnumeric2 unique values
0 missing
user_favouritesnumeric3 unique values
0 missing
user_verifiednominal1 unique values
0 missing
datestring1924 unique values
0 missing
textstring1971 unique values
0 missing
hashtagsstring20 unique values
1914 missing
sourcestring3 unique values
0 missing
retweetsnumeric1940 unique values
0 missing
favoritesnumeric1961 unique values
0 missing
is_retweetnominal1 unique values
0 missing
Show all 16 features

19 properties

NumberOfInstances
1984
Number of instances (rows) of the dataset.
NumberOfFeatures
16
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
1914
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
1914
Number of instances with at least one value missing.
NumberOfNumericFeatures
6
Number of numeric attributes.
NumberOfSymbolicFeatures
2
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
37.5
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
12.5
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
2
Number of binary attributes.
PercentageOfBinaryFeatures
12.5
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
96.47
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
6.03
Percentage of missing values.
Show all 19 properties

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