NodeXL Graph Gallery: Interactive Graph


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NodeXL Twitter NodeXL SNA Map and Report for jueves, 21 octubre 2021 at 16:37 UTC (experimental version)
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From:
marc_smith
Uploaded on:
October 21, 2021
Short Description:
NodeXL via NodeXL https://bit.ly/3G9hRxN
@mihkal
@albertoemachado
@docassar
@eventsinfluenc1
@nodexl
@chidambara09
@michaelbathurst
@marc_smith
@braincures
@martinhoyes

Top hashtags:
#nodexl
#datascience
#ai
#transvision
#machinelearning
#gephi
#influencers
#phdchat

Description:
Description
The graph represents a network of 909 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 1.000 tweets. The network was obtained from Twitter on Thursday, 21 October 2021 at 16:40 UTC.

The tweets in the network were tweeted over the 8-day, 18-hour, 53-minute period from Tuesday, 12 October 2021 at 20:53 UTC to Thursday, 21 October 2021 at 15:46 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.


Overall Graph Metrics
Vertices : 909
Unique Edges : 2580
Edges With Duplicates : 4146
Total Edges : 6726
Number of Edge Types : 5
Mentions : 2058
MentionsInRetweet : 4011
Replies to : 139
Retweet : 483
Tweet : 35
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.081518540317834
Reciprocated Edge Ratio : 0.150748299319728
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 869
Maximum Edges in a Connected Component : 6647
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.057606
Graph Density : 0.00445253776478969
Modularity : 0.334851
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 909 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 1.000 tweets. The network was obtained from Twitter on Thursday, 21 October 2021 at 16:40 UTC.

The tweets in the network were tweeted over the 8-day, 18-hour, 53-minute period from Tuesday, 12 October 2021 at 20:53 UTC to Thursday, 21 October 2021 at 15:46 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 URLs in Tweet in Entire Graph:
[42] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[30] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[22] https://app.powerbi.com/view?r=eyJrIjoiNDUxNWIyYjctNmJkYS00NDZmLTkyMTktN2ViMTk1NTU2MTAwIiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264449
[19] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264361
[18] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264060
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264262

Top URLs in Tweet in G1:
[19] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[18] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264499
[7] https://www.smrfoundation.org/nodexl/nodexl-pro-insights-2/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264382
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264424
[5] https://gijn.org/2021/10/14/data-journalism-top-10-nobel-prizes-hong-kong-fuel-shortages/
[5] https://www.eventbrite.com/d/online/nodexl/?page=1

Top URLs in Tweet in G2:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264449
[17] https://app.powerbi.com/view?r=eyJrIjoiNDUxNWIyYjctNmJkYS00NDZmLTkyMTktN2ViMTk1NTU2MTAwIiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264409
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264423
[7] https://www.linkedin.com/posts/albertoespinosamachado_albertoemachado-twitter-nodexl-sna-map-and-activity-6853998981178023936-shCH
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535
[6] https://www.fikafuntimes.com
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263708
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264354

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264531
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264386
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264366
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264433
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264502
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264571
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264444
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264451
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264452
[1] https://www.linkedin.com/pulse/some-analyysi%C3%A4-helposti-ja-edullisesti-nodexl-case-mika-laiti/

Top URLs in Tweet in G4:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264262
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264060
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264125&utm_content=buffer93751&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263671
[3] https://bit.ly/3uV1aRF
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262848
[2] https://twitter.com/chidambara09/status/1448217901681364992

Top URLs in Tweet in G5:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264308
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264114
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264279
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262854
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262364
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264508
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264113
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263994
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263499

Top URLs in Tweet in G6:
[23] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264457
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264377
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263762
[1] https://nocodefunctions.com/html/vosviewer/index.html?json=data/public/vosviewer_74e5e665e68a4314c102.json
[1] http://nodexlgraphgallery.org
[1] https://nordicapis.com/7-mantras-for-quality-developer-experience/

Top URLs in Tweet in G7:
[2] https://tutormentor.blogspot.com/2021/10/understanding-participation-in-movement.html
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264464
[1] https://tutormentor.blogspot.com/search/label/NodeXL
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264467
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264463

Top URLs in Tweet in G8:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264361
[3] https://nordicapis.com/7-mantras-for-quality-developer-experience/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407

Top URLs in Tweet in G9:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264466
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264465

Top URLs in Tweet in G10:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258401
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209135
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264499

Top Domains
Top Domains in Tweet in Entire Graph:
[416] nodexlgraphgallery.org
[42] eventbrite.com
[32] wordpress.com
[24] powerbi.com
[16] twitter.com
[10] smrfoundation.org
[9] linkedin.com
[8] fikafuntimes.com
[7] nocodefunctions.com
[5] gijn.org

Top Domains in Tweet in G1:
[106] nodexlgraphgallery.org
[42] eventbrite.com
[11] twitter.com
[10] smrfoundation.org
[7] powerbi.com
[5] gijn.org
[3] visualcomplexity.com
[3] wordpress.com
[3] nocodefunctions.com
[2] blogspot.com

Top Domains in Tweet in G2:
[116] nodexlgraphgallery.org
[17] powerbi.com
[7] linkedin.com
[6] fikafuntimes.com
[2] twitter.com
[2] nocodefunctions.com

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

Top Domains in Tweet in G4:
[84] nodexlgraphgallery.org
[4] wordpress.com
[3] twitter.com
[3] bit.ly
[2] fikafuntimes.com
[1] nocodefunctions.com

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

Top Domains in Tweet in G6:
[23] wordpress.com
[13] nodexlgraphgallery.org
[1] nocodefunctions.com
[1] nordicapis.com

Top Domains in Tweet in G7:
[4] nodexlgraphgallery.org
[3] blogspot.com

Top Domains in Tweet in G8:
[15] nodexlgraphgallery.org
[3] nordicapis.com

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

Top Domains in Tweet in G10:
[3] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[218] nodexl
[97] datascience
[81] ai
[81] transvision
[81] machinelearning
[74] gephi
[64] influencers
[46] phdchat
[45] socialmedia
[43] influencer



Top Hashtags in Tweet in G1:
[91] nodexl
[43] phdchat
[38] sociology
[28] gephi
[27] machinelearning
[24] socialmedia
[24] datascience
[18] scicomm
[18] scihub
[18] sna

Top Hashtags in Tweet in G2:
[64] transvision
[45] influencers
[37] nodexl
[19] ai
[18] future
[14] hashtagteam
[10] socialmedia
[9] actonclimate
[8] influencer
[7] iiot

Top Hashtags in Tweet in G3:
[3] kulttuuri
[3] turpo
[2] afrikantähti
[2] rasismi
[2] talouskurssi
[2] mitentaloustoimii
[2] jatkuvaoppiminen
[2] talouskinkerit
[2] talous
[2] koronapassi

Top Hashtags in Tweet in G4:
[43] nodexl
[29] influencer
[29] ai
[19] iiot
[16] datascience
[15] cx
[15] insurtech
[13] machinelearning
[11] marketing
[11] finserv

Top Hashtags in Tweet in G5:
[14] csr
[11] hr
[10] hranalytics
[8] salesforce
[7] hrtech
[5] futureofwork
[4] socap21
[3] sustainability
[3] esg
[3] nonprofit

Top Hashtags in Tweet in G6:
[49] datascience
[41] nodexl
[37] gephi
[34] machinelearning
[30] mediaresearchinstitute
[30] rstats
[30] openscience
[27] twitterresearchproject
[23] deeplearning
[19] artificialintelligence

Top Hashtags in Tweet in G7:
[7] rcgpac
[4] nodexl
[3] teamgp
[2] primarycare
[2] gp
[2] covid19
[1] sdgs
[1] network
[1] sna
[1] networkanalysis

Top Hashtags in Tweet in G8:
[14] cybersecurity
[3] gephi
[3] cloud
[3] music
[3] samsung
[3] hclswlobp
[2] javascript
[1] influencers
[1] nodexl
[1] artificialintelligence

Top Hashtags in Tweet in G9:
[5] lthechat
[3] caschat
[1] academictwitter
[1] cpd
[1] joinus
[1] conversation
[1] debate
[1] sharing
[1] ideas
[1] highered

Top Hashtags in Tweet in G10:
[3] ddj
[2] gijc21
[1] journalismisnotacrime
[1] freeabebebayu
[1] whereisabebebayu
[1] ethioforum
[1] journalismmatters
[1] gijc19
[1] gsla19
[1] data

Top Words
Top Words in Tweet in Entire Graph:
[808] nodexl
[435] top
[363] hashtags
[284] albertoemachado
[280] #nodexl
[193] chidambara09
[177] #machinelearning
[175] #datascience
[174] #ai
[164] eventsinfluenc1

Top Words in Tweet in G1:
[256] nodexl
[101] #nodexl
[100] hashtags
[98] top
[85] social
[78] network
[62] docassar
[50] michaelbathurst
[49] albertoemachado
[48] analysis

Top Words in Tweet in G2:
[191] nodexl
[162] top
[145] albertoemachado
[120] hashtags
[84] #transvision
[83] eventsinfluenc1
[58] anabelanogs
[58] transvisionmad1
[58] iosu_blanco
[58] cordeiro

Top Words in Tweet in G3:
[21] nodexl
[19] top
[19] hashtags
[11] helsinkiuni
[6] ylioppilaskunta
[5] marinsanna
[4] pbyrokraatti
[4] ivanpuopolo
[4] #afrikantähti
[4] #rasismi

Top Words in Tweet in G4:
[202] nodexl
[83] chidambara09
[81] top
[80] #ai
[68] albertoemachado
[65] eli_krumova
[64] #machinelearning
[63] #nodexl
[52] #datascience
[51] michaelbathurst

Top Words in Tweet in G5:
[45] martinhoyes
[38] nodexl
[30] #csr
[28] top
[28] hashtags
[26] #hr
[24] #hrtech
[20] fwdhumanity
[19] #futureofwork
[16] braincures

Top Words in Tweet in G6:
[60] #datascience
[51] #nodexl
[46] #gephi
[45] #machinelearning
[44] nodexl
[34] #mediaresearchinstitute
[30] #rstats
[30] #openscience
[27] #twitterresearchproject
[26] allhoff_joachim

Top Words in Tweet in G7:
[11] rcgpac
[10] rcgp
[7] tweets
[7] #rcgpac
[6] shaunlintern
[6] emahase_
[6] zubhaque
[6] cmo_england
[6] devisridhar
[6] martinrcgp

Top Words in Tweet in G8:
[28] #cybersecurity
[20] nodexl
[16] top
[15] congrats
[15] hashtags
[14] audience
[14] cybersec_feeds
[14] botcybersec
[14] paula_piccard
[14] cybersecurityn8

Top Words in Tweet in G9:
[8] #lthechat
[6] nodexl
[6] top
[6] hashtags
[4] he_harriet
[4] fieryred1
[4] lthechat
[4] s_j_lancaster
[4] hintondm
[4] herdjournal

Top Words in Tweet in G10:
[6] gijn
[3] nodexl
[3] gijnafrica
[3] stachanna
[3] top
[3] hashtags
[3] #ddj
[2] 21
[2] gijc
[2] braincures

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[352] top,hashtags
[96] albertoemachado,nodexl
[93] nodexl,chidambara09
[82] eventsinfluenc1,developerbot_v1
[82] developerbot_v1,allhoff_joachim
[82] allhoff_joachim,nodexlacademy
[81] verukita1,michaelbathurst
[81] nodexlacademy,eli_krumova
[78] eli_krumova,verukita1
[66] hashtags,#nodexl

Top Word Pairs in Tweet in G1:
[92] top,hashtags
[47] network,analysis
[34] social,media
[32] social,network
[26] looking,forward
[24] few,clicks
[20] #phdchat,#nodexl
[20] #nodexl,#sociology
[19] based,back
[19] back,successful

Top Word Pairs in Tweet in G2:
[120] top,hashtags
[42] anabelanogs,eventsinfluenc1
[41] transvisionmad1,iosu_blanco
[40] nodexl,albertoemachado
[36] iosu_blanco,anderssandberg
[34] #transvision,nodexl
[34] albertoemachado,transvisionmad1
[33] #transhumanism,#longevity
[28] #future,#transhumanism
[27] albertoemachado,nodexl

Top Word Pairs in Tweet in G3:
[19] top,hashtags
[6] helsinkiuni,ylioppilaskunta
[4] nodexl,helsinkiuni
[4] hashtags,#afrikantähti
[4] #afrikantähti,#rasismi
[3] ylioppilaskunta,nodexl
[3] ylioppilaskunta,pbyrokraatti
[3] pbyrokraatti,catcatmariaa
[3] catcatmariaa,ivanpuopolo
[3] ivanpuopolo,valavuori

Top Word Pairs in Tweet in G4:
[51] nodexl,chidambara09
[49] top,hashtags
[36] albertoemachado,nodexl
[31] eventsinfluenc1,developerbot_v1
[31] developerbot_v1,allhoff_joachim
[31] allhoff_joachim,nodexlacademy
[30] nodexlacademy,eli_krumova
[27] verukita1,michaelbathurst
[27] eli_krumova,verukita1
[26] nodexl,eventsinfluenc1

Top Word Pairs in Tweet in G5:
[28] top,hashtags
[16] nodexl,humanre41270855
[16] humanre41270855,martinhoyes
[9] twitter,influencers
[9] martinhoyes,hrcurator
[9] hrcurator,hrtechconf
[9] hrtechconf,hrexecutives
[9] hrexecutives,oracle
[9] oracle,ziftdemo_mp
[9] ziftdemo_mp,splashbi

Top Word Pairs in Tweet in G6:
[30] #gephi,#nodexl
[30] #nodexl,#rstats
[27] #mediaresearchinstitute,#twitterresearchproject
[21] #datascience,#openscience
[18] albertoemachado,nodexl
[18] eventsinfluenc1,developerbot_v1
[18] developerbot_v1,allhoff_joachim
[18] allhoff_joachim,nodexlacademy
[18] nodexlacademy,eli_krumova
[18] eli_krumova,verukita1

Top Word Pairs in Tweet in G7:
[6] shaunlintern,emahase_
[6] emahase_,zubhaque
[6] zubhaque,rcgpac
[6] rcgpac,cmo_england
[6] cmo_england,devisridhar
[6] devisridhar,martinrcgp
[6] martinrcgp,rcgp
[6] rcgp,drgandalf52
[4] #rcgpac,hashtag
[4] hashtag,nodexl

Top Word Pairs in Tweet in G8:
[15] nodexl,congrats
[15] top,hashtags
[14] audience,#cybersecurity
[14] #cybersecurity,nodexl
[14] congrats,cybersec_feeds
[14] cybersec_feeds,botcybersec
[14] botcybersec,paula_piccard
[14] paula_piccard,cybersecurityn8
[14] cybersecurityn8,sectest9
[14] sectest9,artificialbra1n

Top Word Pairs in Tweet in G9:
[6] top,hashtags
[4] #lthechat,nodexl
[4] nodexl,he_harriet
[4] he_harriet,fieryred1
[4] fieryred1,lthechat
[4] lthechat,s_j_lancaster
[4] s_j_lancaster,hintondm
[4] hintondm,herdjournal
[4] herdjournal,drntasler
[4] drntasler,virnarossi

Top Word Pairs in Tweet in G10:
[3] gijn,nodexl
[3] nodexl,gijn
[3] top,hashtags
[2] 21,gijc
[2] gijc,gijn
[2] stachanna,gijnfr

Top Replied-To
Top Replied-To in Entire Graph:
@albertoemachado
@fwdhumanity
@michaelbathurst
@chidambara09
@carol_stephen
@jeremyhl
@this0499154500
@verukita1
@docassar
@eli_krumova

Top Replied-To in G1:
@carol_stephen
@jeremyhl
@michaelbathurst
@albertoemachado
@k_ramali
@analytics_699
@nebraskasower
@katestarbird
@elonmusk
@marc_smith

Top Replied-To in G2:
@albertoemachado
@chidambara09
@this0499154500
@eli_krumova
@michaelbathurst
@fikafuntimes

Top Replied-To in G3:
@tomassjoblom

Top Replied-To in G4:
@albertoemachado
@michaelbathurst
@docassar
@eli_krumova
@verukita1
@fikafuntimes
@chidambara09
@martinhoyes
@fwdhumanity
@salhaj

Top Replied-To in G5:
@fwdhumanity

Top Replied-To in G6:
@drhelenkara
@verukita1
@was3210
@michaelbathurst
@docassar

Top Replied-To in G7:
@gmacscotland
@sajidjavid
@jpalfrey

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@albertoemachado
@chidambara09
@eventsinfluenc1
@michaelbathurst
@verukita1
@eli_krumova
@docassar
@allhoff_joachim
@developerbot_v1

Top Mentioned in G1:
@nodexl
@docassar
@michaelbathurst
@albertoemachado
@thartman2u
@hashtagmarketi7
@chidambara09
@eventsinfluenc1
@jeremyhl
@analytics_699

Top Mentioned in G2:
@albertoemachado
@eventsinfluenc1
@nodexl
@hashtagmarketi7
@anabelanogs
@transvisionmad1
@iosu_blanco
@cordeiro
@dw2
@anderssandberg

Top Mentioned in G3:
@helsinkiuni
@marinsanna
@pbyrokraatti
@ivanpuopolo
@jp_latti
@teresammallahti
@ylioppilaskunta
@catcatmariaa
@valavuori
@keijomedia

Top Mentioned in G4:
@nodexl
@chidambara09
@eli_krumova
@albertoemachado
@verukita1
@developerbot_v1
@michaelbathurst
@enricomolinari
@eventsinfluenc1
@allhoff_joachim

Top Mentioned in G5:
@martinhoyes
@braincures
@do_kinder
@humanre41270855
@oracle
@hrcurator
@csrsynergie
@infoking105
@hrtechconf
@hrexecutives

Top Mentioned in G6:
@nodexl
@allhoff_joachim
@verukita1
@chidambara09
@albertoemachado
@eventsinfluenc1
@developerbot_v1
@nodexlacademy
@eli_krumova
@michaelbathurst

Top Mentioned in G7:
@rcgp
@shaunlintern
@emahase_
@zubhaque
@rcgpac
@cmo_england
@devisridhar
@martinrcgp
@drgandalf52
@marc_smith

Top Mentioned in G8:
@cybersec_feeds
@botcybersec
@paula_piccard
@cybersecurityn8
@sectest9
@artificialbra1n
@iotcybersec24
@thehill
@khulood_almani
@jayeshmthakur

Top Mentioned in G9:
@he_harriet
@fieryred1
@lthechat
@s_j_lancaster
@hintondm
@herdjournal
@drntasler
@virnarossi
@judith_ekn
@socmedhe

Top Mentioned in G10:
@gijn
@gijnafrica
@stachanna
@braincures
@gijnfr
@do_kinder
@serenatinari
@gijnes
@la_pesadita
@_tigraygenocide

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@paoloigna1
@cybersec_feeds
@chidambara09
@xaelbot
@elespectador
@thedeveloperbot
@cybersecurityn8
@thehill

Top Tweeters in G1:
@lorimoreno
@dataaugmented
@edward733
@fluttbot
@brucevh
@mjoehlerich
@shoutmgb
@theeconomist
@wrix2
@drferdowsi

Top Tweeters in G2:
@marshawright
@paoloigna1
@elespectador
@el_pais
@gezgintrk
@nicochan33
@shi4tech
@rwang0
@politibunny
@cnn

Top Tweeters in G3:
@reuters
@ambrowoll
@zerohedge
@koippari61
@tvp_info
@iltasanomat
@eijaniskanen1
@jmkorhonen
@srzjwalters
@1000histoires

Top Tweeters in G4:
@cybersec_feeds
@chidambara09
@xaelbot
@ipythonistabot
@discovertech3
@hubofml
@fabriciosx
@godfrey_g_
@jacobussystems
@thecuriousluke

Top Tweeters in G5:
@humanre41270855
@hrcurator
@retweetbossman
@curtisschin
@hiringcare
@cloudcrem
@un
@salesforce
@weincludedorg
@prdaily

Top Tweeters in G6:
@andrewmorrisuk
@ricardo_ik_ahau
@lawrence_wray
@gauravsabnis
@margymaclibrary
@kugey
@satyajit1910
@botfordev
@openscitalk
@rstats4ds

Top Tweeters in G7:
@alannobbs
@shaunlintern
@tutormentorteam
@astaines
@gmacscotland
@macfound
@doctor_oxford
@rcgp
@drgandalf52
@dclovesgp

Top Tweeters in G8:
@sectest9
@thedeveloperbot
@cybersecurityn8
@thehill
@artificialbra1n
@morolswediu
@djangobot_
@coderretweet
@botcybersec
@sachin55476477

Top Tweeters in G9:
@scottturneruon
@s_j_lancaster
@he_harriet
@baggiepr
@roehamptonuni
@drntasler
@compatsch
@mracolley
@hintondm
@lthechat

Top Tweeters in G10:
@stachanna
@metoscm
@preventpapers
@budgitng
@healthangel999
@theicir
@gijn
@d66
@podem_gijn
@simonefilippini


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