smartmatic, Twitter, 8/21/2023 11:01:06 PM, 292271
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smartmatic Twitter NodeXL SNA Map and Report for Monday, 21 August 2023 at 23:00 UTC
smartmatic Twitter NodeXL SNA Map and Report for Monday, 21 August 2023 at 23:00 UTC
View an interactive version of this graph (experimental)
From:
marc_smith
Uploaded on:
August 21, 2023
Short Description:
smartmatic via NodeXL https://bit.ly/3P6zuVC
@smartmatic
@johnheaner
@donvitorino
@libdenk
@drsenso
@connectedworld
@antoniomugica
@lacountyrrcc
@sonya_anderson1
@ottocvp

Top hashtags:
#IoT
#sustainability
#AI
#5G
#cloud
#edge
#digitaltransformation
#machinelearning

Description:
Description
The graph represents a network of 64 Twitter users whose recent tweets contained "smartmatic", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 11/2/2020 12:00:00 AM and 11/3/2020 12:00:00 AM. The network was obtained from Twitter on Monday, 21 August 2023 at 23:00 UTC.

The tweets in the network were tweeted over the 1022-day, 19-hour, 53-minute period from Sunday, 01 November 2020 at 20:07 UTC to Monday, 21 August 2023 at 16:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 95
Unique Edges : 57
Edges With Duplicates : 51
Total Edges : 108
Number of Edge Types : 6
Replies to : 22
MentionsInReplyTo : 64
Quote : 6
Mentions : 7
Tweet : 7
MentionsInQuote : 2
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0136986301369863
Reciprocated Edge Ratio : 0.027027027027027
Connected Components : 23
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 19
Maximum Edges in a Connected Component : 30
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.244898
Graph Density : 0.00828667413213886
Modularity : 0.660279
NodeXL Version : 1.0.1.519
Data Import : The graph represents a network of 64 Twitter users whose recent tweets contained "smartmatic", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 11/2/2020 12:00:00 AM and 11/3/2020 12:00:00 AM. The network was obtained from Twitter on Monday, 21 August 2023 at 23:00 UTC.

The tweets in the network were tweeted over the 1022-day, 19-hour, 53-minute period from Sunday, 01 November 2020 at 20:07 UTC to Monday, 21 August 2023 at 16:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : smartmatic
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top Domains
Top Domains in Tweet in Entire Graph:
[1] connectedworld.com
[1] exame.com
[1] bit.ly

Top Domains in Tweet in G2:
[1] connectedworld.com
[1] bit.ly

Top Domains in Tweet in G5:
[1] exame.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1] IoT
[1] sustainability
[1] AI
[1] 5G
[1] cloud
[1] edge
[1] digitaltransformation
[1] machinelearning
[1] SoroSokeGeneration
[1] smartmatic



Top Hashtags in Tweet in G2:
[1] IoT
[1] sustainability
[1] AI
[1] 5G
[1] cloud
[1] edge
[1] digitaltransformation
[1] machinelearning
[1] election2020
[1] voting

Top Hashtags in Tweet in G4:
[1] SoroSokeGeneration
[1] smartmatic
[1] clarityelection

Top Hashtags in Tweet in G8:
[1] WorldSeries

Top Words
Top Words in Tweet in Entire Graph:
[33] smartmatic
[11] sa
[9] ng
[8] pa
[8] ang
[7] leni
[7] election
[5] fraude
[5] venezuela
[4] kay

Top Words in Tweet in G2:
[4] election
[4] smartmatic
[2] #election2020
[2] stay
[2] technology

Top Words in Tweet in G3:
[2] smartmatic
[2] fraude

Top Words in Tweet in G5:
[2] same

Top Words in Tweet in G6:
[2] countyofla
[2] smartballot
[2] lafc
[2] bancstadium
[2] alexpadilla4ca
[2] smartmatic

Top Words in Tweet in G8:
[3] pm
[2] smartmatic
[2] lacountyrrcc

Top Words in Tweet in G9:
[4] ng
[3] sa
[2] yolanda
[2] naka

Top Words in Tweet in G10:
[3] mo
[2] pa
[2] ka

Top Word Pairs
Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@smartmatic
@lafc
@smartballot
@alexpadilla4ca
@maroxas
@lenirobredo
@alencarfagundes
@danielpmerj

Top Mentioned in G1:
@alencarfagundes
@danielpmerj
@deniseroitman
@jouberth19
@regina_c_m_s
@val_705
@daniwinebrasil
@reyfigueiredo

Top Mentioned in G2:
@smartmatic
@secure_vote
@m2sys
@snoopdogg

Top Mentioned in G3:
@arenaoficial
@fmlnoficial
@pdc_oficial
@tseelsalvador

Top Mentioned in G4:
@staceyabrams
@gasecofstate
@fairfightaction
@wjbf

Top Mentioned in G5:
@ivansouzax
@noobde
@elonmusk

Top Mentioned in G6:
@lafc
@smartballot
@alexpadilla4ca
@smartmatic

Top Mentioned in G7:
@caronirita
@100tovenezuela
@mdiaznavas

Top Mentioned in G8:
@dodgers
@lacountyrrcc
@smartmatic

Top Mentioned in G9:
@maroxas
@lenirobredo

Top Mentioned in G10:
@lizasoberano
@catrionaelisa

Top Tweeters
Top Tweeters in Entire Graph:
@inquirerdotnet
@news5ph
@bbcmundo
@df_porto
@naoculpeopedro
@desdemona_jna
@jdoedoe101101
@franchyrosa
@alpha_centauro
@dodgers

Top Tweeters in G1:
@daniwinebrasil
@val_705
@reyfigueiredo
@drsenso
@deniseroitman
@jouberth19
@regina_c_m_s
@danielpmerj
@thiagof06063726
@alencarfagundes

Top Tweeters in G2:
@bbcmundo
@connectedworld
@snoopdogg
@m2sys
@ottocvp
@smartmatic
@antoniomugica
@sonya_anderson1
@secure_vote

Top Tweeters in G3:
@fmlnoficial
@dariova35498204
@arenaoficial
@tseelsalvador
@pdc_oficial
@escalantesv
@userblack01

Top Tweeters in G4:
@wjbf
@archithnews
@wvsteelville
@staceyabrams
@fairfightaction
@gasecofstate

Top Tweeters in G5:
@lowkosmo
@elonmusk
@noobde
@ivansouzax
@malek_tu

Top Tweeters in G6:
@johnheaner
@lafc
@countyofla
@alexpadilla4ca
@smartballot

Top Tweeters in G7:
@caronirita
@mariatpr1969
@100tovenezuela
@mdiaznavas
@ajem_

Top Tweeters in G8:
@dodgers
@itssaljr
@lacountyrrcc
@libdenk
@donvitorino

Top Tweeters in G9:
@lenirobredo
@maclopez769
@victorbusabos
@maroxas

Top Tweeters in G10:
@risahontiveros
@lizasoberano
@catrionaelisa
@orayneh


Tags:
#NodeXL
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