Data
Capitol-Riot-Tweets

Capitol-Riot-Tweets

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Elif Ceren Gok
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  • Computer Systems Machine Learning
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A csv file with 80,000+ tweets from January 6th, 2021 -- the day of the capitol hill riots. Made using the Twitter Developer API + Tweepy. Nowhere close to the size of the Parler data dumps, but anyone with NLP experience might be able to find something useful here. tweets have mentions, hyperlinks, emojis, and punctuation removed. All text is converted to lowercase. Some tweets have coordinates (if users had geotagging enabled). Verified users have their usernames included "user location" is the user's self reported location in their profile. Blank if it doesn't correspond to a US state (or DC)

14 features

tweet_idnumeric81987 unique values
0 missing
textstring39078 unique values
1 missing
querystring16 unique values
0 missing
user_idnumeric72442 unique values
0 missing
user_namestring2071 unique values
79831 missing
follower_countnumeric10791 unique values
0 missing
user_tweet_countnumeric41197 unique values
0 missing
likesnumeric353 unique values
0 missing
retweetsnumeric1702 unique values
0 missing
location_namestring207 unique values
82024 missing
longitudenumeric207 unique values
82024 missing
latitudenumeric207 unique values
82024 missing
user_locationstring52 unique values
66419 missing
datestring1 unique values
0 missing
Show all 14 features

19 properties

NumberOfInstances
82309
Number of instances (rows) of the dataset.
NumberOfFeatures
14
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
392323
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
82296
Number of instances with at least one value missing.
NumberOfNumericFeatures
8
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
57.14
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
99.98
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
34.05
Percentage of missing values.
Show all 19 properties

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