@marc_smith, Twitter, 11/2/2023 7:05:10 PM, 292895


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@marc_smith Twitter NodeXL SNA Map and Report for Thursday, 02 November 2023 at 19:04 UTC
@marc_smith Twitter NodeXL SNA Map and Report for Thursday, 02 November 2023 at 19:04 UTC
From:
jeremyhl
Uploaded on:
November 02, 2023
Short Description:
@marc_smith via NodeXL https://bit.ly/3QmTmD9
@marc_smith
@eli_krumova
@enilev
@nicopar5
@drlaeeqkhan
@curieuxexplorer
@bimedotcom
@pilotbeacon5755
@kenj_klein
@smr_foundation

Top hashtags:
#nodexl
#neuroscience
#happyfriday
#happythursday
#twitter
#ai
#data
#ff

Description:
Description
The graph represents a network of 92 Twitter users whose recent tweets contained "@marc_smith", 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 10/26/2023 12:00:00 AM and 11/2/2023 7:03:49 PM. The network was obtained from Twitter on Thursday, 02 November 2023 at 19:04 UTC.

The tweets in the network were tweeted over the 97-day, 2-hour, 59-minute period from Friday, 28 July 2023 at 16:04 UTC to Thursday, 02 November 2023 at 19:04 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 : 92
Unique Edges : 207
Edges With Duplicates : 414
Total Edges : 621
Number of Edge Types : 8
Replies to : 25
MentionsInReplyTo : 312
Retweet : 45
MentionsInRetweet : 152
MentionsInQuote : 42
Mentions : 36
Quote : 5
Tweet : 4
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.12015503875969
Reciprocated Edge Ratio : 0.214532871972318
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 92
Maximum Edges in a Connected Component : 621
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.55931
Graph Density : 0.0345198279980889
Modularity : 0.282047
NodeXL Version : 1.0.1.523
Data Import : The graph represents a network of 92 Twitter users whose recent tweets contained "@marc_smith", 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 10/26/2023 12:00:00 AM and 11/2/2023 7:03:49 PM. The network was obtained from Twitter on Thursday, 02 November 2023 at 19:04 UTC.

The tweets in the network were tweeted over the 97-day, 2-hour, 59-minute period from Friday, 28 July 2023 at 16:04 UTC to Thursday, 02 November 2023 at 19:04 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 : @marc_smith
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 URLs in Tweet in Entire Graph:
[2] https://www.youtube.com/watch?v=4938CTsKhEw

[1] https://bit.ly/45AMcAU
[1] https://bit.ly/3MlAByG
[1] http://nodexlgraphgallery.org
[1] https://www.pewresearch.org/internet/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
[1] https://www.eventbrite.co.uk/e/2024-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-718451336287?aff=ebdsoporgprofile&keep_tld=1

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=4938CTsKhEw

[1] https://bit.ly/3MlAByG
[1] https://www.pewresearch.org/internet/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
[1] https://www.eventbrite.co.uk/e/2024-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-718451336287?aff=ebdsoporgprofile&keep_tld=1

Top URLs in Tweet in G3:
[1] http://nodexlgraphgallery.org

Top URLs in Tweet in G4:
[1] https://bit.ly/45AMcAU

Top Domains
Top Domains in Tweet in Entire Graph:
[2] bit.ly
[2] youtube.com
[1] nodexlgraphgallery.org
[1] pewresearch.org
[1] co.uk

Top Domains in Tweet in G2:
[2] youtube.com
[1] bit.ly
[1] pewresearch.org
[1] co.uk

Top Domains in Tweet in G3:
[1] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] nodexl
[20] neuroscience
[7] happyfriday
[4] happythursday
[3] twitter
[2] ai
[2] data
[1] ff
[1] influencing
[1] health



Top Hashtags in Tweet in G1:
[7] happyfriday
[1] neuroscience
[1] nodexl
[1] twitter
[1] ff

Top Hashtags in Tweet in G2:
[12] nodexl
[2] data
[1] foreverohio
[1] ohiolancaster
[1] ouohyeah
[1] ohiouniversityarchives
[1] ohiou
[1] experience
[1] woubproud
[1] sociallistening

Top Hashtags in Tweet in G3:
[12] neuroscience
[11] nodexl
[1] ai

Top Hashtags in Tweet in G4:
[7] neuroscience
[7] nodexl
[4] happythursday
[2] twitter
[1] influencers
[1] friends
[1] ai
[1] health
[1] influencing

Top Words
Top Words in Tweet in Entire Graph:
[65] marc_smith
[44] enilev
[32] curieuxexplorer
[31] #nodexl
[30] _atanas_
[29] sfntweets
[29] fensorg
[27] ianljones98
[27] frronconi
[27] nicochan33

Top Words in Tweet in G1:
[7] #happyfriday
[6] chuckdbrooks
[6] grattongirl
[6] yuhelenyu
[6] digital_howell
[6] curieuxexplorer
[6] mikeflache
[6] jbarbosapr
[4] marc_smith
[3] sourabhskatoch

Top Words in Tweet in G2:
[14] social
[13] media
[12] #nodexl
[12] marc_smith
[12] research
[12] drlaeeqkhan
[9] maps
[9] measures
[7] create
[7] interested

Top Words in Tweet in G3:
[29] enilev
[26] marc_smith
[12] frronconi
[12] #neuroscience
[12] fensorg
[12] sfntweets
[12] _atanas_
[11] jagersbergknut
[11] thank
[11] betamoroney

Top Words in Tweet in G4:
[22] marc_smith
[18] _atanas_
[17] fensorg
[17] sfntweets
[16] ianljones98
[16] nicochan33
[15] betamoroney
[15] frronconi
[15] curieuxexplorer
[13] enilev

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] sfntweets,fensorg
[28] _atanas_,sfntweets
[27] marc_smith,_atanas_
[25] fensorg,betamoroney
[25] curieuxexplorer,frronconi
[22] frronconi,analytics_699
[22] nicochan33,curieuxexplorer
[22] betamoroney,ianljones98
[21] marc,smith
[21] ianljones98,nicochan33

Top Word Pairs in Tweet in G1:
[6] #happyfriday,jbarbosapr
[6] yuhelenyu,curieuxexplorer
[6] chuckdbrooks,mikeflache
[6] digital_howell,yuhelenyu
[6] curieuxexplorer,grattongirl
[6] grattongirl,chuckdbrooks
[6] jbarbosapr,digital_howell
[3] marc_smith,bimedotcom
[3] nevillegaunt,natschooler
[3] bimedotcom,lovegoldenheart

Top Word Pairs in Tweet in G2:
[13] social,media
[9] maps,measures
[7] measures,#nodexl
[7] create,maps
[7] learning,connect
[7] research,symposium
[7] connect,social
[7] media,create
[7] interested,learning
[6] #nodexl,th

Top Word Pairs in Tweet in G3:
[12] _atanas_,sfntweets
[12] sfntweets,fensorg
[12] marc_smith,_atanas_
[11] received,top
[11] honors,#neuroscience
[11] enilev,marc_smith
[11] #nodexl,congrat
[11] curieuxexplorer,frronconi
[11] thank,marc
[11] delighted,received

Top Word Pairs in Tweet in G4:
[17] sfntweets,fensorg
[16] _atanas_,sfntweets
[15] marc_smith,_atanas_
[14] curieuxexplorer,frronconi
[14] fensorg,betamoroney
[12] nicochan33,curieuxexplorer
[12] betamoroney,ianljones98
[11] frronconi,analytics_699
[11] ianljones98,nicochan33
[8] enilev,marc_smith

Top Replied-To
Top Replied-To in Entire Graph:
@enilev
@efipm
@theomitsa
@stanleywaite1
@dcallahan2
@_atanas_
@nicochan33
@ianljones98
@chidambara09
@mehwish_bat00l

Top Replied-To in G2:
@smartlabohiou
@mehwish_bat00l
@drlaeeqkhan
@radkejen

Top Replied-To in G3:
@enilev

Top Replied-To in G4:
@chidambara09
@ianljones98
@nicochan33
@_atanas_
@dcallahan2
@stanleywaite1
@theomitsa
@efipm

Top Replied-To in G5:
@samcro_tm

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@curieuxexplorer
@x
@sfntweets
@fensorg
@_atanas_
@frronconi
@enilev
@betamoroney
@ianljones98

Top Mentioned in G1:
@jbarbosapr
@digital_howell
@yuhelenyu
@curieuxexplorer
@grattongirl
@chuckdbrooks
@mikeflache
@marc_smith
@eli_krumova
@bimedotcom

Top Mentioned in G2:
@marc_smith
@drlaeeqkhan
@smartlabohiou
@nismonline
@ohiou
@radkejen
@melissaagoodson
@kenj_klein
@amandaweyhrich
@mehwish_bat00l

Top Mentioned in G3:
@marc_smith
@x
@_atanas_
@sfntweets
@fensorg
@frronconi
@enilev
@betamoroney
@ianljones98
@nicochan33

Top Mentioned in G4:
@marc_smith
@sfntweets
@fensorg
@_atanas_
@x
@betamoroney
@curieuxexplorer
@frronconi
@ianljones98
@nicochan33

Top Mentioned in G5:
@wildriftes
@marc_smith
@cedricmiro

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@nicochan33
@rldi_lamy
@grattongirl
@eli_krumova
@lovegoldenheart
@fabriziobustama
@natschooler
@mvollmer1
@ronald_vanloon

Top Tweeters in G1:
@grattongirl
@eli_krumova
@lovegoldenheart
@natschooler
@mvollmer1
@ronald_vanloon
@nevillegaunt
@keithkeller
@khulood_almani
@stratorob

Top Tweeters in G2:
@pewresearch
@ohiou
@macsports
@radkejen
@ohiostate
@nismonline
@ohiofootball
@marc_smith
@scrippsou
@nodexl

Top Tweeters in G3:
@chidambara09
@nicochan33
@rldi_lamy
@betamoroney
@curieuxexplorer
@frronconi
@stanleywaite1
@_atanas_
@pilotbeacon5755
@jagersbergknut

Top Tweeters in G4:
@fabriziobustama
@enilev
@nature
@mary_gambara
@neurosciencenew
@britishneuro
@theomitsa
@medlinkneurol
@tech_networks
@digital29735416

Top Tweeters in G5:
@cedricmiro
@samcro_tm
@wildriftes
@nicopar5