#NodeXL, Twitter, 11/6/2021 2:15:46 PM, 265631


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#NodeXL Twitter NodeXL SNA Map and Report for Saturday, 06 November 2021 at 14:14 UTC
#NodeXL Twitter NodeXL SNA Map and Report for Saturday, 06 November 2021 at 14:14 UTC
From:
vivian
Uploaded on:
November 06, 2021
Short Description:
#NodeXL via NodeXL https://bit.ly/3wj9qvm
@chidambara09
@hashtagmarketi7
@enilev
@eventsinfluenc1
@docassar
@albertoemachado
@fluttbot
@nodexl
@junjudapi
@bot_flutter

Top hashtags:
#nodexl
#socialmedia
#ahoranodexlhablaespañol
#redessociales
#twitter
#bigdata

Description:
Description
The graph represents a network of 144 Twitter users whose recent tweets contained "#NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 100 tweets. The network was obtained from Twitter on Saturday, 06 November 2021 at 14:14 UTC.

The tweets in the network were tweeted over the 2-day, 3-hour, 4-minute period from Thursday, 04 November 2021 at 11:04 UTC to Saturday, 06 November 2021 at 14:09 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 : 144
Unique Edges : 294
Edges With Duplicates : 635
Total Edges : 929
Number of Edge Types : 5
Mentions : 243
Retweet : 73
MentionsInRetweet : 573
Replies to : 38
Tweet : 2
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0516129032258065
Reciprocated Edge Ratio : 0.098159509202454
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 140
Maximum Edges in a Connected Component : 925
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.339555
Graph Density : 0.0237470862470862
Modularity : 0.311634
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 144 Twitter users whose recent tweets contained "#NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 100 tweets. The network was obtained from Twitter on Saturday, 06 November 2021 at 14:14 UTC.

The tweets in the network were tweeted over the 2-day, 3-hour, 4-minute period from Thursday, 04 November 2021 at 11:04 UTC to Saturday, 06 November 2021 at 14:09 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #NodeXL
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top Domains
Top Domains in Tweet in Entire Graph:
[33] mtr.cool
[15] bit.ly
[10] lnkd.in
[2] twitter.com

Top Domains in Tweet in G2:
[33] mtr.cool
[15] bit.ly
[10] lnkd.in

Top Domains in Tweet in G5:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[113] nodexl
[78] socialmedia
[45] ahoranodexlhablaespañol
[45] redessociales
[42] twitter
[41] bigdata
[41] ces2022
[40] linkedin
[35] salesforce
[31] seohashtag



Top Hashtags in Tweet in G1:
[34] nodexl
[24] bigdata
[24] ces2022
[24] linkedin
[24] socialmedia
[22] salesforce
[19] twitter
[13] transvision
[11] linux
[11] flutter

Top Hashtags in Tweet in G2:
[55] nodexl
[45] ahoranodexlhablaespañol
[45] redessociales
[38] socialmedia
[31] seohashtag
[9] twitter
[7] influencers
[5] smsociety
[3] pbi
[2] expo2020dubai

Top Hashtags in Tweet in G3:
[20] nodexl
[16] bigdata
[16] ces2022
[16] linkedin
[16] socialmedia
[14] twitter
[14] linux
[14] flutter
[13] salesforce
[8] womenwhocode

Top Hashtags in Tweet in G4:
[2] nodexl
[2] ddj
[2] dataviz
[2] sna

Top Hashtags in Tweet in G5:
[2] sna
[2] nodexl

Top Words
Top Words in Tweet in Entire Graph:
[121] #nodexl
[80] #socialmedia
[63] marc_smith
[57] enilev
[53] nodexl
[50] #ahoranodexlhablaespañol
[50] #redessociales
[43] analíticos
[43] miembros
[43] #twitter

Top Words in Tweet in G1:
[34] #nodexl
[28] enilev
[24] #bigdata
[24] #ces2022
[24] #linkedin
[24] #socialmedia
[22] #salesforce
[21] nodexl
[19] #twitter
[19] congrats

Top Words in Tweet in G2:
[63] #nodexl
[63] marc_smith
[50] #ahoranodexlhablaespañol
[50] #redessociales
[43] analíticos
[43] miembros
[40] marcos
[40] colsa
[40] #socialmedia
[39] smr_foundation

Top Words in Tweet in G3:
[29] enilev
[20] #nodexl
[16] #bigdata
[16] #ces2022
[16] #linkedin
[16] #socialmedia
[15] mam
[14] #twitter
[14] #linux
[14] #flutter

Top Words in Tweet in G4:
[4] user
[4] network
[4] download
[4] accounts
[2] investigate
[2] twitter
[2] account
[2] #nodexl
[2] pro
[2] one

Top Words in Tweet in G5:
[2] listening
[2] uchitothrough
[2] webinar
[2] highlighting
[2] point
[2] expanding
[2] accountability
[2] need
[2] more
[2] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] marcos,colsa
[40] #ces2022,#nodexl
[40] #nodexl,#linkedin
[37] vivian,francos
[36] marc_smith,marcos
[35] analíticos,#redessociales
[35] #redessociales,hegilr
[35] hegilr,verukita1
[35] verukita1,marc_smith
[35] miembros,smr_foundation

Top Word Pairs in Tweet in G1:
[24] #ces2022,#nodexl
[24] #nodexl,#linkedin
[19] #twitter,#ces2022
[17] #bigdata,#twitter
[17] #linkedin,#salesforce
[13] enilev,mam
[9] enricomolinari,nodexl
[9] thx,congrats
[9] congrats,mr
[9] mam,#bigdata

Top Word Pairs in Tweet in G2:
[40] marcos,colsa
[37] vivian,francos
[36] marc_smith,marcos
[35] analíticos,#redessociales
[35] #redessociales,hegilr
[35] hegilr,verukita1
[35] verukita1,marc_smith
[35] miembros,smr_foundation
[35] smr_foundation,analizan
[35] analizan,impacto

Top Word Pairs in Tweet in G3:
[16] #ces2022,#nodexl
[16] #nodexl,#linkedin
[15] enilev,mam
[14] #twitter,#ces2022
[12] eveline,ruehlin
[12] ruehlin,enilev
[11] #linux,#flutter
[11] #bigdata,#twitter
[11] #linkedin,#salesforce
[10] mam,#bigdata

Top Word Pairs in Tweet in G4:
[2] investigate,twitter
[2] twitter,account
[2] account,#nodexl
[2] #nodexl,pro
[2] pro,one
[2] one,approach
[2] approach,user
[2] user,follows
[2] follows,network
[2] network,download

Top Word Pairs in Tweet in G5:
[2] listening,uchitothrough
[2] uchitothrough,webinar
[2] webinar,highlighting
[2] highlighting,point
[2] point,expanding
[2] expanding,accountability
[2] accountability,need
[2] need,more
[2] more,people
[2] people,sectors

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@smr_foundation
@hegilr
@verukita1
@hashtagmarketi7
@betamoroney
@albertoemachado
@nodexl
@enilev
@margaretsiegien

Top Mentioned in G1:
@enilev
@betamoroney
@nodexl
@mvollmer1
@gp_pulipaka
@ingliguori
@ipythonistabot
@tlloydjones
@enricomolinari
@margaretsiegien

Top Mentioned in G2:
@marc_smith
@smr_foundation
@hegilr
@verukita1
@hashtagmarketi7
@albertoemachado
@eventsinfluenc1
@this0499154500
@nodexl
@docassar

Top Mentioned in G3:
@margaretsiegien
@betamoroney
@anand_narang
@andi_staub
@gerald_bader
@deeplearn007
@haroldsinnott
@mvollmer1
@tlloydjones
@nicochan33

Top Mentioned in G5:
@uchitothrough

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@chidambara09
@ipythonistabot
@fabriciosx
@godfrey_g_
@nicochan33
@fluttbot
@shi4tech
@gvalan
@jamesvgingerich

Top Tweeters in G1:
@chidambara09
@ipythonistabot
@godfrey_g_
@shi4tech
@gvalan
@jamesvgingerich
@lkafle
@developerbot_v1
@spirosmargaris
@fmfrancoise

Top Tweeters in G2:
@paoloigna1
@jubileepartyk
@octopizzo
@michaelbathurst
@ma_martin
@sa55200977
@huhuzgz
@albertoemachado
@marcbernardin
@suzi3d

Top Tweeters in G3:
@fabriciosx
@nicochan33
@fluttbot
@rldi_lamy
@botfemale
@mdrechsler
@haroldsinnott
@bot_flutter
@andi_staub
@glengilmore

Top Tweeters in G4:
@carobarrios99
@digitalspacelab

Top Tweeters in G5:
@tutormentorteam
@uchitothrough


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