NodeXL, Twitter, 7/23/2020 12:07:24 PM, 231019


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NodeXL Twitter NodeXL SNA Map and Report for Thursday, 23 July 2020 at 11:57 UTC
NodeXL Twitter NodeXL SNA Map and Report for Thursday, 23 July 2020 at 11:57 UTC
From:
arber.ceni
Uploaded on:
July 23, 2020
Short Description:
NodeXL via NodeXL https://bit.ly/3eX4kdM
@fmfrancoise
@mihkal
@nodexl
@chidambara09
@statmaven
@vivianfrancos
@enricomolinari
@_mindstick_
@smr_foundation
@datasciencebot_

Top hashtags:
#ai
#nodexl
#datascience
#seohashtag
#bigdata
#digitaltransformation
#finserv

Description:
Description
The graph represents a network of 941 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 18,000 tweets. The network was obtained from Twitter on Thursday, 23 July 2020 at 12:00 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 11-minute period from Tuesday, 14 July 2020 at 13:30 UTC to Thursday, 23 July 2020 at 11:41 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 : 941
Unique Edges : 3528
Edges With Duplicates : 4541
Total Edges : 8069
Number of Edge Types : 5
Retweet : 475
Mentions : 2853
MentionsInRetweet : 4531
Replies to : 152
Tweet : 58
Self-Loops : 74
Reciprocated Vertex Pair Ratio : 0.0766850828729282
Reciprocated Edge Ratio : 0.142446633825944
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 926
Maximum Edges in a Connected Component : 8056
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.078737
Graph Density : 0.00550794763379836
Modularity : 0.337104
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 941 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 18,000 tweets. The network was obtained from Twitter on Thursday, 23 July 2020 at 12:00 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 11-minute period from Tuesday, 14 July 2020 at 13:30 UTC to Thursday, 23 July 2020 at 11:41 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230782
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230828
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230850
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230713
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230709
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230498
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230785
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230722
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230625
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230642

Top URLs in Tweet in G1:
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230782
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230828
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230785
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230713
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230722
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230642
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230475
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229246
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230850
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230498

Top URLs in Tweet in G2:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230850
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230887
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230601
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230989
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230797
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230742
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230722
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230195
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230713
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230828

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230617
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230700
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230635
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230619
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230774
[1] https://www.linkedin.com/pulse/some-analyysi%C3%A4-helposti-ja-edullisesti-nodexl-case-mika-laiti/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230678
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230701
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230807
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230818

Top URLs in Tweet in G4:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230625
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230677
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230740
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230993
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230777
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=227057
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230802
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230532
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229865
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230813

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230811
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230720
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230815
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230674
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230714
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230810
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230814
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230809

Top URLs in Tweet in G6:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228574
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230445
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230782
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230744
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230195
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230850
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226193
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230713
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229087
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230576

Top URLs in Tweet in G7:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230709
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230659
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230975
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230756
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230845
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230940

Top URLs in Tweet in G8:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230498
[2] https://wakelet.com/wake/iNECz6Vfbk89OHJSk79Dl
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230955
[1] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230781
[1] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230816
[1] https://twitter.com/FmFrancoise/status/1282573052883206144

Top URLs in Tweet in G9:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230760
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230750
[1] https://twitter.com/GinaLuttrell/status/1282764894820085760
[1] https://twitter.com/Women_AI_Ethics/status/1283011869540855813?s=20
[1] https://twitter.com/zephyr9673/status/1021085181891862528?s=20
[1] https://twitter.com/zephyr9673/status/1248886498167943168?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[459] nodexlgraphgallery.org
[47] mtr.cool
[9] twitter.com
[8] vivianfrancos.com
[6] youtube.com
[3] connectedaction.net
[3] giphy.com
[2] linkedin.com
[2] google.com
[2] wakelet.com

Top Domains in Tweet in G1:
[196] nodexlgraphgallery.org
[46] mtr.cool
[8] vivianfrancos.com
[4] youtube.com
[1] linkedin.com
[1] google.com
[1] computerweekly.com

Top Domains in Tweet in G2:
[73] nodexlgraphgallery.org
[3] giphy.com
[2] twitter.com
[1] mtr.cool
[1] smrfoundation.org

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

Top Domains in Tweet in G4:
[61] nodexlgraphgallery.org
[1] youtube.com
[1] twitter.com
[1] google.com
[1] gijn.org

Top Domains in Tweet in G5:
[10] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[40] nodexlgraphgallery.org
[1] youtube.com

Top Domains in Tweet in G7:
[21] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[14] nodexlgraphgallery.org
[2] wakelet.com
[1] twitter.com

Top Domains in Tweet in G9:
[4] twitter.com
[4] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[93] ai
[92] nodexl
[65] datascience
[62] seohashtag
[62] bigdata
[58] digitaltransformation
[55] finserv
[46] hashtag
[42] iot
[41] sunbelt2020



Top Hashtags in Tweet in G1:
[77] nodexl
[60] seohashtag
[45] hashtag
[45] finserv
[39] redessociales
[37] ai
[20] fintech
[19] machinelearning
[19] bigdata
[18] marketing

Top Hashtags in Tweet in G2:
[31] ai
[22] bigdata
[21] datascience
[18] iot
[18] cloudcomputing
[17] frenchtech
[12] machinelearning
[8] analytics
[6] finserv
[6] python

Top Hashtags in Tweet in G3:
[4] disinformation
[4] maori
[3] ansiosidonnainen
[2] covid19
[2] nativeamerican
[2] nativetwitter
[2] uusitutkimus
[2] esportsfi
[2] luonto
[2] politiikka

Top Hashtags in Tweet in G4:
[33] sunbelt2020
[12] ai
[11] smsociety
[9] bigdata
[7] datascience
[6] socialmedia
[6] iot
[5] machinelearning
[5] msinspire
[4] finserv

Top Hashtags in Tweet in G5:
[3] covid19
[2] findsomethingnew
[2] cambridgeanalytica
[2] nodexl
[1] operationgrant
[1] goodtrouble
[1] courage
[1] americaortrump
[1] portlandkidnappings
[1] goyagives

Top Hashtags in Tweet in G6:
[12] bigdata
[11] ai
[10] marketing
[9] frenchtech
[8] smartcities
[8] datascience
[7] socialmedia
[7] sunbelt2020
[6] usa
[6] femtech

Top Hashtags in Tweet in G7:
[2] covid19
[2] wwg1wga
[1] neo4j
[1] graphdatascience
[1] connecteddata
[1] knowledgegraph
[1] childpoverty
[1] traveltech
[1] marketing
[1] fashiontech

Top Hashtags in Tweet in G8:
[12] smarthome
[6] goasco20
[3] research
[3] asco20
[3] some
[2] mrx
[2] digitaltransformation
[2] somedocs
[2] womenshealth
[2] nodexl

Top Hashtags in Tweet in G9:
[4] prprofs
[4] smprofs
[2] aejmccheckin
[2] socialmedia
[1] aejmc2020
[1] highered
[1] highereducation
[1] whatprofessorsdo
[1] rprc
[1] communication

Top Hashtags in Tweet in G10:
[17] digitaltransformation
[2] artificialintelligence
[2] ml
[1] robotics

Top Words
Top Words in Tweet in Entire Graph:
[771] nodexl
[447] top
[396] hashtags
[323] #ai
[281] enricomolinari
[245] #bigdata
[236] #datascience
[186] #iot
[162] chidambara09
[143] datasciencebot_

Top Words in Tweet in G1:
[278] nodexl
[191] #ai
[181] top
[164] hashtags
[133] enricomolinari
[124] #bigdata
[123] #datascience
[102] #machinelearning
[102] #iot
[85] datasciencebot_

Top Words in Tweet in G2:
[97] nodexl
[74] top
[71] hashtags
[56] #bigdata
[52] #ai
[41] #datascience
[39] #iot
[33] chidambara09
[32] datasciencebot_
[32] #frenchtech

Top Words in Tweet in G3:
[20] nodexl
[20] top
[20] hashtags
[6] #disinformation
[6] #maori
[4] #covid19
[4] #ansiosidonnainen
[3] health
[3] corona
[3] covid

Top Words in Tweet in G4:
[74] nodexl
[66] #sunbelt2020
[66] socnetanalysts
[62] top
[59] hashtags
[29] lista_redes
[29] csmarcum
[29] akbaritabar
[29] #sna
[22] #covidー19

Top Words in Tweet in G5:
[10] top
[10] hashtags
[8] nodexl
[4] realdonaldtrump
[3] projectlincoln
[3] #covid19
[2] goyafoods
[2] #findsomethingnew
[2] anthonysabatini
[2] govrondesantis

Top Words in Tweet in G6:
[155] nodexl
[72] enricomolinari
[57] top
[54] #bigdata
[48] #ai
[45] #datascience
[41] chidambara09
[36] fmfrancoise
[36] mr
[35] #frenchtech

Top Words in Tweet in G7:
[32] traveltech
[23] nodexl
[21] top
[21] hashtags
[17] enricomolinari
[17] fmfrancoise
[17] anvith64518557
[17] #ai
[16] travel_biz_news
[16] oleryhq

Top Words in Tweet in G8:
[27] nodexl_mktng
[25] nodexl
[16] mikequindazzi
[15] zwave_alliance
[15] poorvika_mobile
[15] anvith64518557
[15] fmfrancoise
[15] iotinhome1
[15] shicooks
[14] tweets

Top Words in Tweet in G9:
[12] nodexl
[9] docassar
[8] ceo_aisoma
[6] marc_smith
[6] #prprofs
[6] #smprofs
[6] bentleyaudrey
[5] unosmlre
[5] robmay70
[5] cybersecboardrm

Top Words in Tweet in G10:
[27] mercer
[27] 2basetech
[27] mertiumfin
[27] betamoroney
[27] oluskayacan
[27] 3itcom
[27] ingliguori
[27] joannmoretti
[27] gvalan
[27] nodexl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[396] top,hashtags
[100] nodexl,enricomolinari
[82] nodexl,nodexl_mktng
[80] nodexl,gp_pulipaka
[67] #ai,#iot
[62] #bigdata,#datascience
[59] hashtags,#ai
[59] #finserv,#fintech
[58] #datascience,#analytics
[58] pinakilaskar,top

Top Word Pairs in Tweet in G1:
[164] top,hashtags
[55] nodexl,gp_pulipaka
[51] nodexl,enricomolinari
[50] #bigdata,#datascience
[49] hashtags,#ai
[49] pinakilaskar,top
[49] #datascience,#analytics
[48] #analytics,#machinelearning
[47] hubofml,chidambara09
[42] enricomolinari,spirosmargaris

Top Word Pairs in Tweet in G2:
[71] top,hashtags
[25] #datascience,#bigdata
[19] hashtags,#datascience
[18] #bigdata,#analytics
[17] nodexl,chidambara09
[17] hashtags,#bigdata
[17] nodexl,gp_pulipaka
[16] #frenchtech,nodexl
[16] #analytics,#iot
[15] #cloudcomputing,nodexl

Top Word Pairs in Tweet in G3:
[20] top,hashtags
[3] #disinformation,health
[3] health,corona
[3] corona,covid
[3] covid,nodexl
[3] nodexl,stollmeyereu
[3] stollmeyereu,disinfoindex
[3] disinfoindex,mediagazerchat
[3] mediagazerchat,gijn
[3] gijn,dwatchnews

Top Word Pairs in Tweet in G4:
[59] top,hashtags
[29] socnetanalysts,#sunbelt2020
[29] #sunbelt2020,nodexl
[29] nodexl,socnetanalysts
[29] socnetanalysts,lista_redes
[29] hashtags,#sunbelt2020
[27] #sunbelt2020,#sna
[22] csmarcum,akbaritabar
[16] koehlylaura,csmarcum
[16] #sna,#covidー19

Top Word Pairs in Tweet in G5:
[10] top,hashtags
[2] hashtags,#findsomethingnew
[2] quirksvirtual,nodexl
[2] nodexl,quirksmr
[2] quirksmr,julie1research
[2] julie1research,innovatemr
[2] innovatemr,voxpopme
[2] voxpopme,stewtippler
[2] stewtippler,cmbinfo
[2] cmbinfo,fastuna1

Top Word Pairs in Tweet in G6:
[32] top,hashtags
[30] #femtech,#womenwhocode
[30] #womenwhocode,#uk
[30] #datascientist,#datascience
[30] #datascience,#linux
[30] #linux,#frenchtech
[30] #rstats,#javascript
[30] #javascript,#france
[27] #bigdata,#usa
[26] nodexl,nodexl

Top Word Pairs in Tweet in G7:
[21] top,hashtags
[16] traveltech,nodexl
[16] nodexl,enricomolinari
[16] enricomolinari,fmfrancoise
[16] fmfrancoise,travel_biz_news
[16] travel_biz_news,oleryhq
[16] oleryhq,eu_startups
[16] eu_startups,usdataart
[16] usdataart,traveltech
[16] traveltech,theb1m

Top Word Pairs in Tweet in G8:
[15] zwave_alliance,poorvika_mobile
[15] poorvika_mobile,anvith64518557
[15] anvith64518557,fmfrancoise
[15] fmfrancoise,iotinhome1
[15] iotinhome1,shicooks
[15] shicooks,mikequindazzi
[14] nodexl,nodexl_mktng
[14] mikequindazzi,glengilmore
[13] glengilmore,paula_piccard
[12] creation,asco

Top Word Pairs in Tweet in G9:
[5] robmay70,cybersecboardrm
[5] cybersecboardrm,bethfratesmd
[5] bethfratesmd,bigdata_joe
[5] bigdata_joe,docassar
[5] docassar,andrewincontact
[5] andrewincontact,ragusosergio
[5] ragusosergio,nodexl
[5] nodexl,marc_smith
[5] marc_smith,neilcattermull
[5] neilcattermull,audreydesisto

Top Word Pairs in Tweet in G10:
[27] mertiumfin,betamoroney
[27] betamoroney,oluskayacan
[27] oluskayacan,3itcom
[27] 3itcom,ingliguori
[27] joannmoretti,gvalan
[26] ingliguori,louiseoconor
[26] louiseoconor,joannmoretti
[26] gvalan,maya_elkhoury
[26] maya_elkhoury,nodexl
[25] chirpty_team,mercer

Top Replied-To
Top Replied-To in Entire Graph:
@enricomolinari
@fmfrancoise
@jbarbosapr
@sninobecerra
@chidambara09
@gmacscotland
@mdbergman36
@carlosnigredo
@bhandoria
@nodexl_mktng

Top Replied-To in G1:
@enricomolinari
@fmfrancoise
@jbarbosapr
@louiseoconor
@3itcom
@hana_elsayyed
@glengilmore
@aure79lien
@paula_piccard
@lyakovet

Top Replied-To in G2:
@chidambara09
@fmfrancoise
@jbarbosapr
@enricomolinari

Top Replied-To in G3:
@ossitiihonen
@pbyrokraatti

Top Replied-To in G4:
@carlosnigredo
@berenicedomo
@kesterratcliff
@sophiezombi
@digitalspacelab

Top Replied-To in G6:
@enricomolinari
@fmfrancoise
@jbarbosapr
@mdbergman36
@salhaj
@metoscm
@leadersadam
@louisgudema
@markwschaefer
@pinakilaskar

Top Replied-To in G8:
@gmacscotland
@bhandoria
@enricomolinari
@thelancetinfdis
@esragbilir
@aure79lien
@creation
@nodexl_mktng

Top Replied-To in G9:
@enricomolinari
@nodexl_mktng
@sportsdean

Top Replied-To in G10:
@enricomolinari

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@enricomolinari
@chidambara09
@datasciencebot_
@mikequindazzi
@gp_pulipaka
@anvith64518557
@kirkdborne
@nodexl_mktng
@hubofml

Top Mentioned in G1:
@enricomolinari
@nodexl
@datasciencebot_
@chidambara09
@gp_pulipaka
@mikequindazzi
@hubofml
@spirosmargaris
@kirkdborne
@anvith64518557

Top Mentioned in G2:
@datasciencebot_
@chidambara09
@gp_pulipaka
@grazytgrazynatt
@lesguer_lionel
@sebbourguignon
@frenchtechbdx
@nodexl
@katborlongan
@fmfrancoise

Top Mentioned in G3:
@stollmeyereu
@disinfoindex
@mediagazerchat
@gijn
@dwatchnews
@uscert_gov
@adekleine
@who
@anaiduza
@ktaiuru

Top Mentioned in G4:
@socnetanalysts
@lista_redes
@csmarcum
@akbaritabar
@shugars
@droneale
@koehlylaura
@chrisrastrick
@jordantchil
@kerstinsailer

Top Mentioned in G5:
@realdonaldtrump
@projectlincoln
@quirksmr
@julie1research
@innovatemr
@voxpopme
@stewtippler
@cmbinfo
@fastuna1
@bigsofatech

Top Mentioned in G6:
@nodexl
@enricomolinari
@chidambara09
@vivianfrancos
@mohua_india
@smartcities_hua
@smartecocity
@nodexl_mktng
@jamilahmed_16
@reedontech

Top Mentioned in G7:
@enricomolinari
@fmfrancoise
@anvith64518557
@travel_biz_news
@oleryhq
@eu_startups
@usdataart
@traveltech
@theb1m
@aneeshnair

Top Mentioned in G8:
@nodexl_mktng
@nodexl
@mikequindazzi
@zwave_alliance
@poorvika_mobile
@anvith64518557
@fmfrancoise
@iotinhome1
@shicooks
@glengilmore

Top Mentioned in G9:
@nodexl
@docassar
@ceo_aisoma
@marc_smith
@unosmlre
@robmay70
@cybersecboardrm
@bethfratesmd
@bigdata_joe
@andrewincontact

Top Mentioned in G10:
@mercer
@2basetech
@mertiumfin
@betamoroney
@oluskayacan
@3itcom
@ingliguori
@joannmoretti
@gvalan
@nodexl

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@chidambara09
@cybersec_feeds
@iam__network
@thomasclone
@ottlegalrebels
@femtech_
@itknowingness
@googleexpertuk

Top Tweeters in G1:
@ottlegalrebels
@googleexpertuk
@santchiweb
@fintechna
@jamesjava
@bot_innovation
@vivmilano
@ssxman2
@donaldndoro
@websecurityit

Top Tweeters in G2:
@sectest9
@marshawright
@iam__network
@thomasclone
@itknowingness
@jeffbullas
@andrewmorrisuk
@marshacollier
@jeandoobs
@barbiewithatude

Top Tweeters in G3:
@reuters
@cberrl
@anselmonadir
@adekleine
@marytheluckyone
@dwatchnews
@rapeka
@ronnieressler
@nfl
@frozencalamity

Top Tweeters in G4:
@justbementalist
@ml_tweet_bot
@kdnuggets
@andi_staub
@epuujee
@pollitaconpapos
@developersbot
@_bto
@mspartner
@phmai

Top Tweeters in G5:
@bbcnews
@ak2webd3
@cnn
@bizneznuna
@peterjukes
@kumararepublic
@iambrig
@duffnsunnancy
@4realleft
@mathemagicianme

Top Tweeters in G6:
@chidambara09
@cybersec_feeds
@femtech_
@taieb_bot
@xaelbot
@trippbraden
@mashable
@llnuxbot
@rstatstweet
@nlognbot

Top Tweeters in G7:
@dalediswaneck
@wyn1745
@funder
@iot_technojeder
@travel_biz_news
@zachweiner
@juxnvalerio
@charliekirk11
@angelgotti5
@neo4j

Top Tweeters in G8:
@nomoreslaves
@shicooks
@drumeshprabhu
@glengilmore
@max_lyashko
@ravikikan
@benatipsosmori
@gmacscotland
@paula_piccard
@asco

Top Tweeters in G9:
@akwyz
@jeremyhl
@bethfratesmd
@drjdrooghaag
@kfreberg
@pierrepinna
@ahier
@zephyr9673
@dr_tindall
@kimfoxwosu

Top Tweeters in G10:
@nicochan33
@gvalan
@daviddoughty
@postoff25
@fogle_shane
@mercer
@kritimakhija
@joannmoretti
@maya_elkhoury
@sharleneisenia