NodeXL, Twitter, 6/7/2019 8:20:15 AM, 199355


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NodeXL_2019-06-06_19-53-34.xlsx
NodeXL_2019-06-06_19-53-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 07, 2019
Short Description:
NodeXL via NodeXL http://bit.ly/2WTyFFb
@nodexl
@vivianfrancos
@smr_foundation
@chidambara09
@thomas_harrer
@statmaven
@marc_smith
@was3210
@gmacscotland
@martinhoyes

Top hashtags:
#ai
#iot
#bigdata
#nodexl
#socialmedia
#ibm
#machinelearning
#4ir
#vivatech
#socialcto

Description:
Description
The graph represents a network of 1,604 Twitter users whose tweets in the requested range contained "NodeXL", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 June 2019 at 02:54 UTC.

The requested start date was Tuesday, 04 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 21-minute period from Tuesday, 21 May 2019 at 00:30 UTC to Monday, 03 June 2019 at 23:52 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 : 1604
Unique Edges : 4331
Edges With Duplicates : 5070
Total Edges : 9401
Number of Edge Types : 3
Mentions : 9154
Replies to : 183
Tweet : 64
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.0705044065254078
Reciprocated Edge Ratio : 0.131721842704502
Connected Components : 27
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 1547
Maximum Edges in a Connected Component : 9331
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.009075
Graph Density : 0.00222035366978686
Modularity : 0.379907
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198155
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=152321
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194765
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195916
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197807
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198093
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197598
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197527

Top URLs in Tweet in G1:
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198155
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=152321
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195916
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198093
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194765
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198207
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197598
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198076
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193479

Top URLs in Tweet in G2:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198681
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198297
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197435
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198244
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198561
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198864
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194765
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=165171
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197585
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198190

Top URLs in Tweet in G3:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197807
[8] https://vivianfrancos.com/nodexl-multitudes-polarizadas-y-sus-conversaciones-en-twitter/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197465
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198310
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194765
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198346
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=152321
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198605
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197085
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198550

Top URLs in Tweet in G4:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198322
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198684
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198429
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198643
[4] https://www.smrfoundation.org/2019/05/23/new-twitter-data-recipe-vertex-color-by-language/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197914
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198524
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198591
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198503
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198646

Top URLs in Tweet in G5:
[28] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197438
[5] https://icwsm.org/2019/program/tutorial/
[3] http://nrl.northumbria.ac.uk/35874/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197437
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=123635
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197969
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197553
[1] https://twitter.com/i/web/status/1130807910567731200
[1] http://www.storybench.org/marc-smith-mapping-social-networks/

Top URLs in Tweet in G6:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197706
[2] https://twitter.com/kimberl87759219
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195954
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197527
[1] https://twitter.com/i/web/status/1130799134334578688
[1] https://twitter.com/i/web/status/1130782211962073089
[1] https://twitter.com/i/web/status/1130776646640734209
[1] https://twitter.com/i/web/status/1130799577760616448
[1] https://twitter.com/i/web/status/1130813432331005952
[1] https://twitter.com/i/web/status/1130807095350222849

Top URLs in Tweet in G7:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197876
[3] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197955
[1] http://www.twitonomy.com/map.php?id=n2c7qq
[1] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198780

Top URLs in Tweet in G8:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197527
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197610
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198608
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198486
[1] https://twitter.com/viparisofficiel/status/1132979234681573376
[1] https://twitter.com/nodexl_mktng/status/1133844892298301441

Top URLs in Tweet in G9:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198510
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197766

Top URLs in Tweet in G10:
[3] http://nodexl.codeplex.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197527
[2] http://jaconetfli.com/gZ4MAgWj
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181095
[1] http://nodexlgraphgallery.org/Pages/Registration.aspx
[1] https://twitter.com/nodexl/status/1132001064843075584
[1] https://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
[1] https://twitter.com/i/web/status/1130769561140256768
[1] https://twitter.com/i/web/status/1130770781309419522
[1] https://twitter.com/i/web/status/1130813526862442497

Top Domains
Top Domains in Tweet in Entire Graph:
[724] nodexlgraphgallery.org
[87] twitter.com
[29] eventbrite.com
[10] bit.ly
[10] vivianfrancos.com
[7] connectedaction.net
[6] bit.do
[5] pewinternet.org
[5] icwsm.org
[4] smrfoundation.org

Top Domains in Tweet in G1:
[334] nodexlgraphgallery.org
[25] twitter.com
[6] bit.do
[5] bit.ly
[2] amzn.to
[1] vivianfrancos.com
[1] tweetedtimes.com
[1] connectedaction.net
[1] zandercutt.com
[1] amazon.com

Top Domains in Tweet in G2:
[83] nodexlgraphgallery.org
[11] twitter.com
[3] pewinternet.org
[1] bit.ly
[1] uc3m.es
[1] enredando2019.org
[1] youtube.com
[1] tweetedtimes.com
[1] ticsyformacion.com
[1] paper.li

Top Domains in Tweet in G3:
[130] nodexlgraphgallery.org
[18] twitter.com
[9] vivianfrancos.com
[2] bloguers.net
[1] pewinternet.org
[1] eventbrite.com
[1] lnkd.in
[1] bit.ly
[1] connectedaction.net

Top Domains in Tweet in G4:
[98] nodexlgraphgallery.org
[4] smrfoundation.org
[3] bit.ly
[2] twitter.com
[2] amazon.com

Top Domains in Tweet in G5:
[28] eventbrite.com
[18] nodexlgraphgallery.org
[5] twitter.com
[5] icwsm.org
[3] ac.uk
[1] storybench.org

Top Domains in Tweet in G6:
[13] twitter.com
[6] nodexlgraphgallery.org
[1] youtube.com

Top Domains in Tweet in G7:
[9] nodexlgraphgallery.org
[1] twitonomy.com

Top Domains in Tweet in G8:
[12] nodexlgraphgallery.org
[2] twitter.com

Top Domains in Tweet in G9:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[7] twitter.com
[6] nodexlgraphgallery.org
[3] codeplex.com
[2] jaconetfli.com
[1] pewinternet.org
[1] connectedaction.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[208] ai
[164] iot
[155] bigdata
[103] nodexl
[90] socialmedia
[86] ibm
[76] machinelearning
[54] 4ir
[52] vivatech
[50] socialcto



Top Hashtags in Tweet in G1:
[161] ai
[136] iot
[128] bigdata
[83] ibm
[58] machinelearning
[51] 4ir
[47] thinkatibm
[44] ibmsystems
[44] socialcto
[43] cnbc

Top Hashtags in Tweet in G2:
[16] ai
[15] lthechat
[10] ica19
[8] nodexl
[8] influencers
[8] vr
[8] asco19
[7] socialmedia
[7] oncoalert
[6] sna

Top Hashtags in Tweet in G3:
[48] nodexl
[28] seohashtag
[22] des2019
[21] marketing
[21] b2bsalescongress
[20] hashtagmap
[17] econgress19
[14] hashtag
[14] hemesic
[13] socialmedia

Top Hashtags in Tweet in G4:
[33] ica19
[12] ai
[10] ica_cat
[10] omahagives
[7] digital
[6] tdx19
[6] finserv
[6] blockchain
[6] innovation
[6] data

Top Hashtags in Tweet in G5:
[47] socialmedia
[42] phdchat
[32] sheffield
[12] sna
[8] dataviz
[5] munich
[4] smrm19
[3] news
[3] icwsm
[3] mayresigns

Top Hashtags in Tweet in G6:
[17] vivatech
[6] siexberlin
[3] hashtags
[3] finserv
[3] digitaledge
[2] fintech
[2] banking
[2] blockchain
[2] regtech
[2] startups

Top Hashtags in Tweet in G7:
[15] ddw19
[9] bjsconnect
[8] nodexl
[6] ddw2019
[6] some4surgery
[5] twitonomy
[3] foamed
[3] foamrad
[3] meded
[1] wakeuptoamr

Top Hashtags in Tweet in G8:
[20] vivatech
[8] top10
[8] influenceurs
[6] tech
[2] proudtobein
[2] frenchiot
[1] concours
[1] vivasncf
[1] pocophone
[1] xiaomi

Top Hashtags in Tweet in G9:
[3] kombucha

Top Hashtags in Tweet in G10:
[5] nodexl
[3] ai
[3] iot
[3] robotics
[2] socialmedia
[2] influencers
[2] vivatech2019
[2] friends
[2] fellows
[2] vivatech

Top Words
Top Words in Tweet in Entire Graph:
[894] Words in Sentiment List#1: Positive
[50] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[26239] Non-categorized Words
[27183] Total Words
[1334] nodexl
[430] top
[386] mikequindazzi
[316] thomas_harrer
[228] social

Top Words in Tweet in G1:
[577] nodexl
[342] mikequindazzi
[268] thomas_harrer
[220] top
[168] stephanenappo
[165] ronald_vanloon
[164] ipfconline1
[161] #ai
[141] chidambara09
[136] #iot

Top Words in Tweet in G2:
[160] nodexl
[55] top
[40] hashtags
[22] vivianfrancos
[18] network
[18] s
[16] #ai
[15] #lthechat
[14] social
[13] was3210

Top Words in Tweet in G3:
[219] nodexl
[84] vivianfrancos
[58] top
[48] #nodexl
[35] hashtags
[31] thomas_harrer
[28] #seohashtag
[24] iamjony94
[24] des_show
[24] nodexl_mktng

Top Words in Tweet in G4:
[150] nodexl
[42] top
[40] hashtags
[34] icahdq
[33] #ica19
[32] katypearce
[28] smandpbot
[26] smr_foundation
[26] linadencik
[26] unosml

Top Words in Tweet in G5:
[154] social
[117] media
[88] nodexl
[85] data
[81] was3210
[77] learn
[76] twitter
[73] analyse
[64] 1
[62] academic

Top Words in Tweet in G6:
[32] nodexl
[32] akwyz
[27] atos
[27] mirko_ross
[26] pierrepinna
[25] chboursin
[24] helene_wpli
[18] top
[17] influencers
[17] #vivatech

Top Words in Tweet in G7:
[23] ddwmeeting
[21] nodexl
[21] gmacscotland
[16] juliomayol
[16] ssatnews
[15] #ddw19
[10] top
[10] map
[9] #bjsconnect
[9] tweeters

Top Words in Tweet in G8:
[30] vivatech
[24] groupelaposte
[23] nodexl
[22] cedric_o
[21] pressecitron
[20] #vivatech
[13] vanessavincentr
[13] digital_ladies
[13] sncf_digital
[12] bnpparibas

Top Words in Tweet in G9:
[3] #kombucha
[3] week
[3] nodexl
[3] rkymtnnaturals
[3] boochnews
[2] here's
[2] talking
[2] twitter
[2] codyko

Top Words in Tweet in G10:
[17] nodexl
[9] helene_wpli
[9] antgrasso
[8] jblefevre60
[7] akwyz
[7] xbond49
[7] miad
[7] fogoros
[7] top
[6] ipfconline1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[205] top,hashtags
[159] social,media
[100] network,analysis
[89] twitter,data
[85] learn,analyse
[85] analyse,twitter
[76] data,academic
[76] academic,research
[73] 1,day
[73] media,become

Top Word Pairs in Tweet in G1:
[80] top,hashtags
[52] top,influencers
[51] #ai,#iot
[48] mikequindazzi,wef
[47] nodexl,topcybernews
[47] influencers,mikequindazzi
[46] thomas_harrer,nodexl
[46] nodexl,mikequindazzi
[45] ronald_vanloon,kirkdborne
[42] t,h

Top Word Pairs in Tweet in G2:
[40] top,hashtags
[10] social,media
[10] network,analysis
[10] #lthechat,nodexl
[10] nodexl,lthechat
[10] racephil,sfaulknerpando
[9] nodexl,social
[9] lthechat,nomadwarmachine
[9] nomadwarmachine,scottturneruon
[9] scottturneruon,leefallin

Top Word Pairs in Tweet in G3:
[33] top,hashtags
[17] activithink,vivianfrancos
[16] vivianfrancos,leikoleo
[14] vivianfrancos,#econgress19
[13] #b2bsalescongress,nodexl
[13] nodexl,activithink
[13] leikoleo,retailmeeting
[13] retailmeeting,sonafpro
[12] social,media
[11] #econgress19,nodexl

Top Word Pairs in Tweet in G4:
[39] top,hashtags
[21] nodexl,smandpbot
[21] social,media
[19] #ica19,nodexl
[17] icahdq,katypearce
[16] network,analysis
[15] smandpbot,icahdq
[13] nodexl,social
[12] was3210,looking
[12] looking,forward

Top Word Pairs in Tweet in G5:
[113] social,media
[70] learn,analyse
[70] analyse,twitter
[70] twitter,data
[62] data,academic
[62] academic,research
[61] media,become
[61] influential,important
[61] important,study
[61] study,learn

Top Word Pairs in Tweet in G6:
[24] atos,chboursin
[23] helene_wpli,atos
[17] akwyz,josemachado94
[17] mirko_ross,factoryberlin
[14] very,glad
[14] glad,top
[14] top,influencers
[14] influencers,#vivatech
[14] #vivatech,2019
[14] 2019,great

Top Word Pairs in Tweet in G7:
[16] juliomayol,ssatnews
[14] ssatnews,ddwmeeting
[11] gmacscotland,juliomayol
[9] #ddw19,nodexl
[9] nodexl,map
[9] ddwmeeting,#ddw19
[8] #bjsconnect,tweetchat
[6] ddwmeeting,drmakclinic
[5] ddwmeeting,top
[5] top,20

Top Word Pairs in Tweet in G8:
[12] nodexl,vivatech
[11] #vivatech,nodexl
[11] vivatech,qwant_fr
[11] cedric_o,groupelaposte
[11] groupelaposte,sncf_digital
[11] sncf_digital,bnpparibas
[11] bnpparibas,pressecitron
[10] qwant_fr,groupelaposte
[10] groupelaposte,pressecitron
[10] pressecitron,orange

Top Word Pairs in Tweet in G9:
[3] week,nodexl
[2] here's,talking
[2] talking,#kombucha
[2] #kombucha,twitter
[2] twitter,week
[2] nodexl,codyko
[2] codyko,rkymtnnaturals

Top Word Pairs in Tweet in G10:
[7] miad,fogoros
[4] using,nodexl
[4] nodexl,insights
[4] insights,networks
[4] chboursin,antgrasso
[4] akwyz,miad
[4] fogoros,mirko_ross
[3] helene_wpli,atos
[3] atos,thierrybreton
[3] thierrybreton,akwyz

Top Replied-To
Top Replied-To in Entire Graph:
@pierrepinna
@thomas_harrer
@bigdata_joe
@vanessavincentr
@nodexl
@vivianfrancos
@claire_harris82
@docassar
@feteoze54
@smr_foundation

Top Replied-To in G1:
@thomas_harrer
@bigdata_joe
@claire_harris82
@smr_foundation
@docassar
@feteoze54
@helene_wpli
@nodexl
@kimberl87759219
@motorcycletwitt

Top Replied-To in G2:
@vivianfrancos
@marshawright
@nodexl
@drtristanmclean
@rankinprof
@socioviznet
@juhokiuru
@mihkal

Top Replied-To in G3:
@nodexl_mktng
@guirepso
@leikoleo
@hrcurator
@isoresources
@clark_robotics
@vivianfrancos

Top Replied-To in G4:
@nodexl
@connectedaction
@caranorth11
@mips1608
@unosml
@jaclynpartyka
@jeremyhl

Top Replied-To in G5:
@was3210
@socialelephants
@noorayaseen92
@maykingtea

Top Replied-To in G6:
@pierrepinna
@ipfconline1
@stratorob
@jblefevre60
@vanessavincentr
@nodexl
@thedataagent
@topcybernews
@angelikalattner

Top Replied-To in G7:
@juliomayol
@researchactive
@idpharmd
@gmacscotland
@gardp_amr

Top Replied-To in G8:
@vanessavincentr
@dominiquehadria
@sandybeky
@come_inc

Top Replied-To in G10:
@piotbartczak

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@mikequindazzi
@ronald_vanloon
@thomas_harrer
@ipfconline1
@chidambara09
@was3210
@spirosmargaris
@stephanenappo
@topcybernews

Top Mentioned in G1:
@nodexl
@mikequindazzi
@ronald_vanloon
@ipfconline1
@thomas_harrer
@chidambara09
@stephanenappo
@spirosmargaris
@topcybernews
@fisher85m

Top Mentioned in G2:
@nodexl
@was3210
@ronald_vanloon
@mikequindazzi
@vivianfrancos
@scottturneruon
@s
@lthechat
@leefallin
@racephil

Top Mentioned in G3:
@nodexl
@vivianfrancos
@iamjony94
@leikoleo
@activithink
@sonafpro
@nodexl_mktng
@des_show
@thomas_harrer
@mikequindazzi

Top Mentioned in G4:
@nodexl
@icahdq
@katypearce
@smandpbot
@smr_foundation
@linadencik
@was3210
@bowmanspartan
@unosml
@ica_cm

Top Mentioned in G5:
@was3210
@nodexl
@digitalspacelab
@icwsm
@nsmnss
@simongerman600
@academicchatter
@audienseco
@subatomicdoc
@kumarmanish9

Top Mentioned in G6:
@akwyz
@atos
@mirko_ross
@chboursin
@nodexl
@helene_wpli
@josemachado94
@factoryberlin
@pierrepinna
@xbond49

Top Mentioned in G7:
@gmacscotland
@ssatnews
@ddwmeeting
@juliomayol
@bjsurgery
@drmakclinic
@rebgross
@amergas
@_jeremy_knox
@wellcome_amr

Top Mentioned in G8:
@vivatech
@groupelaposte
@cedric_o
@pressecitron
@digital_ladies
@sncf_digital
@bnpparibas
@orange
@qwant_fr
@nodexl

Top Mentioned in G9:
@rkymtnnaturals
@boochnews
@codyko
@hummkombucha
@tonicakombucha
@labrewery
@wholefoods
@bigeasybucha
@buchikombucha
@ancientorigins

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@marshawright
@arkangelscrap
@sectest9
@javascriptd
@nosqldigest
@alevergara78
@gottalaff
@evankirstel
@gamergeeknews

Top Tweeters in G1:
@sectest9
@nosqldigest
@alevergara78
@evankirstel
@gamergeeknews
@chidambara09
@smartcityfeed
@fintechna
@ramikantari
@biconnections

Top Tweeters in G2:
@alfredovela
@eraser
@game_devbot
@madalynsklar
@round
@3eani
@rdene915
@genepetrovlmc
@scalarhumanity
@virginiog

Top Tweeters in G3:
@marshawright
@javascriptd
@gottalaff
@lovetogive2
@aaroncuddeback
@socialmedia2day
@erodrigo
@hrcurator
@gautamghosh
@drewhuntre

Top Tweeters in G4:
@tradnews_
@valaafshar
@cnbc
@yahoofinance
@gravitino
@erikwill
@jeremyhl
@wareflo
@nico2coyunho
@daviddoughty

Top Tweeters in G5:
@vaniacavi
@caring_mobile
@tressiemcphd
@ajenglish
@academicchatter
@maykingtea
@albertocairo
@subatomicdoc
@kumarmanish9
@teahour_uk

Top Tweeters in G6:
@jornalistavitor
@arkangelscrap
@ottlegalrebels
@akwyz
@infopronetwork
@thomaspower
@ianmcalvert
@gdbala
@johnnosta
@kevin_jackson

Top Tweeters in G7:
@juliomayol
@mededbot
@gmacscotland
@jeremyfarrar
@drmakclinic
@jama_current
@cleclinicmd
@columbiasurgery
@amergastroassn
@gianlucapellino

Top Tweeters in G8:
@mallys_
@pressecitron
@orange
@teamofindore
@4lettres
@vanessavincentr
@digital_ladies
@groupelaposte
@charlesrhlb
@sandybeky

Top Tweeters in G9:
@wholefoods
@rkymtnnaturals
@therealkimj
@jackieaina
@ancientorigins
@estocanam2
@naturefoodpatch
@codyko
@tonicakombucha
@f00dventuresrd

Top Tweeters in G10:
@theiotwarehouse
@amruthasuri
@racvfr
@joansamo01
@nirav_88
@warnemaynae
@piotbartczak
@borianapetrova
@plutospark
@miguelutp